warning: commands will be executed using /bin/sh
job 2157 at Tue Mar 25 14:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140319/YutaMouse20-140319/YutaMouse20-140319
ElecNo	4
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 2045601 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 681867 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 36002 members 
Mstep: Class 3 contains 35944 members 
Mstep: Class 4 contains 35703 members 
Mstep: Class 5 contains 35576 members 
Mstep: Class 6 contains 35923 members 
Mstep: Class 7 contains 35580 members 
Mstep: Class 8 contains 36076 members 
Mstep: Class 9 contains 35696 members 
Mstep: Class 10 contains 36079 members 
Mstep: Class 11 contains 35841 members 
Mstep: Class 12 contains 35621 members 
Mstep: Class 13 contains 35903 members 
Mstep: Class 14 contains 36190 members 
Mstep: Class 15 contains 36143 members 
Mstep: Class 16 contains 35960 members 
Mstep: Class 17 contains 35902 members 
Mstep: Class 18 contains 35898 members 
Mstep: Class 19 contains 35633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 240.534958 but Gain 3331.285156
Score: -67101916.000000 Penalty: 59963.078125
Iteration 0F: 19 clusters Score -6.710192e+07 nChanged 640779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1997 members 
Mstep: Class 1 contains 230309 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 7973 members 
Mstep: Class 4 contains 41199 members 
Mstep: Class 5 contains 12329 members 
Mstep: Class 7 contains 24240 members 
Mstep: Class 8 contains 14844 members 
Mstep: Class 9 contains 13828 members 
Mstep: Class 10 contains 26802 members 
Mstep: Class 11 contains 10973 members 
Mstep: Class 12 contains 48112 members 
Mstep: Class 13 contains 26562 members 
Mstep: Class 14 contains 9448 members 
Mstep: Class 15 contains 13965 members 
Mstep: Class 16 contains 57436 members 
Mstep: Class 17 contains 72136 members 
Mstep: Class 18 contains 12349 members 
Mstep: Class 19 contains 43038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3192.982178 but Gain 3331.281250
Score: -69254448.000000 Penalty: 56631.796875
Iteration 1F: 18 clusters Score -6.925445e+07 nChanged 203587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1986 members 
Mstep: Class 1 contains 329977 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 4 contains 32016 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 7 contains 18149 members 
Mstep: Class 8 contains 8165 members 
Mstep: Class 9 contains 12186 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 12809 members 
Mstep: Class 12 contains 40769 members 
Mstep: Class 13 contains 18233 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 14995 members 
Mstep: Class 16 contains 45230 members 
Mstep: Class 17 contains 64117 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 19 contains 39902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69418280.000000 Penalty: 56631.796875
Iteration 2F: 18 clusters Score -6.941828e+07 nChanged 121006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1547 members 
Mstep: Class 1 contains 379848 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 4 contains 29789 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 7 contains 12718 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 11810 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 14199 members 
Mstep: Class 12 contains 34124 members 
Mstep: Class 13 contains 12367 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 16827 members 
Mstep: Class 16 contains 42385 members 
Mstep: Class 17 contains 58071 members 
Mstep: Class 18 contains 8631 members 
Mstep: Class 19 contains 36282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2402.810059 but Gain 3331.281250
Score: -69560296.000000 Penalty: 53300.515625
Iteration 3F: 17 clusters Score -6.95603e+07 nChanged 82816
Entering Unmasked Mstep 
Mstep: Class 0 contains 907 members 
Mstep: Class 1 contains 406937 members 
Mstep: Class 2 contains 3691 members 
Mstep: Class 4 contains 29657 members 
Mstep: Class 5 contains 4597 members 
Mstep: Class 7 contains 8893 members 
Mstep: Class 8 contains 1859 members 
Mstep: Class 9 contains 12703 members 
Mstep: Class 10 contains 2246 members 
Mstep: Class 11 contains 13413 members 
Mstep: Class 12 contains 29089 members 
Mstep: Class 13 contains 8526 members 
Mstep: Class 15 contains 19485 members 
Mstep: Class 16 contains 45128 members 
Mstep: Class 17 contains 52169 members 
Mstep: Class 18 contains 7889 members 
Mstep: Class 19 contains 34678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2845.146240 but Gain 3331.281250
Score: -69642760.000000 Penalty: 49969.234375
Iteration 4F: 16 clusters Score -6.964276e+07 nChanged 61721
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 421176 members 
Mstep: Class 4 contains 29382 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 1274 members 
Mstep: Class 9 contains 14234 members 
Mstep: Class 10 contains 1950 members 
Mstep: Class 11 contains 12573 members 
Mstep: Class 12 contains 25753 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 15 contains 21651 members 
Mstep: Class 16 contains 49126 members 
Mstep: Class 17 contains 45375 members 
Mstep: Class 18 contains 7382 members 
Mstep: Class 19 contains 35318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69729824.000000 Penalty: 49969.234375
Iteration 5F: 16 clusters Score -6.972982e+07 nChanged 47756
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 425588 members 
Mstep: Class 4 contains 28992 members 
Mstep: Class 5 contains 3433 members 
Mstep: Class 7 contains 4465 members 
Mstep: Class 8 contains 969 members 
Mstep: Class 9 contains 16120 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 11 contains 12419 members 
Mstep: Class 12 contains 24352 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 15 contains 22998 members 
Mstep: Class 16 contains 52742 members 
Mstep: Class 17 contains 38280 members 
Mstep: Class 18 contains 7067 members 
Mstep: Class 19 contains 37876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69765240.000000 Penalty: 49969.234375
Iteration 6F: 16 clusters Score -6.976524e+07 nChanged 39579
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 424966 members 
Mstep: Class 4 contains 28745 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 7 contains 3286 members 
Mstep: Class 8 contains 857 members 
Mstep: Class 9 contains 17935 members 
Mstep: Class 10 contains 1859 members 
Mstep: Class 11 contains 12766 members 
Mstep: Class 12 contains 24706 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 15 contains 23736 members 
Mstep: Class 16 contains 55538 members 
Mstep: Class 17 contains 31849 members 
Mstep: Class 18 contains 6870 members 
Mstep: Class 19 contains 42124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2791.074463 but Gain 3331.285156
Score: -69788592.000000 Penalty: 46637.949219
Iteration 7F: 15 clusters Score -6.978859e+07 nChanged 36342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 422605 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 2636 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 19902 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 13334 members 
Mstep: Class 12 contains 26604 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 15 contains 24033 members 
Mstep: Class 16 contains 57592 members 
Mstep: Class 17 contains 26243 members 
Mstep: Class 18 contains 6876 members 
Mstep: Class 19 contains 47762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2628.254639 but Gain 3331.281250
Score: -69813032.000000 Penalty: 43306.667969
Iteration 8F: 14 clusters Score -6.981303e+07 nChanged 31873
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 417029 members 
Mstep: Class 4 contains 28726 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 21965 members 
Mstep: Class 10 contains 1880 members 
Mstep: Class 11 contains 14020 members 
Mstep: Class 12 contains 28846 members 
Mstep: Class 15 contains 24023 members 
Mstep: Class 16 contains 59293 members 
Mstep: Class 17 contains 21443 members 
Mstep: Class 18 contains 7009 members 
Mstep: Class 19 contains 54422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69833568.000000 Penalty: 43306.667969
Iteration 9Q: 14 clusters Score -6.983357e+07 nChanged 26234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 408130 members 
Mstep: Class 4 contains 28851 members 
Mstep: Class 5 contains 2182 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 23743 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 14735 members 
Mstep: Class 12 contains 31299 members 
Mstep: Class 15 contains 23871 members 
Mstep: Class 16 contains 60653 members 
Mstep: Class 17 contains 17310 members 
Mstep: Class 18 contains 7129 members 
Mstep: Class 19 contains 61285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69850672.000000 Penalty: 43306.667969
Iteration 10Q: 14 clusters Score -6.985067e+07 nChanged 23917
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 398056 members 
Mstep: Class 4 contains 29187 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 25611 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 15425 members 
Mstep: Class 12 contains 33858 members 
Mstep: Class 15 contains 23720 members 
Mstep: Class 16 contains 61641 members 
Mstep: Class 17 contains 13978 members 
Mstep: Class 18 contains 7353 members 
Mstep: Class 19 contains 68380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69865720.000000 Penalty: 43306.667969
Iteration 11Q: 14 clusters Score -6.986572e+07 nChanged 21778
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 387441 members 
Mstep: Class 4 contains 29562 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 27426 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 16111 members 
Mstep: Class 12 contains 36357 members 
Mstep: Class 15 contains 23465 members 
Mstep: Class 16 contains 62355 members 
Mstep: Class 17 contains 11218 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 75658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69879072.000000 Penalty: 43306.667969
Iteration 12Q: 14 clusters Score -6.987907e+07 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 376013 members 
Mstep: Class 4 contains 30028 members 
Mstep: Class 5 contains 1989 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29247 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 16742 members 
Mstep: Class 12 contains 38894 members 
Mstep: Class 15 contains 23171 members 
Mstep: Class 16 contains 62907 members 
Mstep: Class 17 contains 9209 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 83006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69892096.000000 Penalty: 43306.667969
Iteration 13Q: 14 clusters Score -6.98921e+07 nChanged 19681
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 363916 members 
Mstep: Class 4 contains 30611 members 
Mstep: Class 5 contains 2107 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 31038 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 41465 members 
Mstep: Class 15 contains 22839 members 
Mstep: Class 16 contains 63332 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 8409 members 
Mstep: Class 19 contains 90506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69903992.000000 Penalty: 43306.667969
Iteration 14Q: 14 clusters Score -6.990399e+07 nChanged 18922
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 351599 members 
Mstep: Class 4 contains 31236 members 
Mstep: Class 5 contains 2252 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32786 members 
Mstep: Class 10 contains 1879 members 
Mstep: Class 11 contains 17931 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 15 contains 22532 members 
Mstep: Class 16 contains 63616 members 
Mstep: Class 17 contains 6394 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 97894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69917208.000000 Penalty: 43306.667969
Iteration 15Q: 14 clusters Score -6.991721e+07 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 339041 members 
Mstep: Class 4 contains 31856 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 34543 members 
Mstep: Class 10 contains 1880 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 46619 members 
Mstep: Class 15 contains 22205 members 
Mstep: Class 16 contains 63828 members 
Mstep: Class 17 contains 5492 members 
Mstep: Class 18 contains 9349 members 
Mstep: Class 19 contains 105405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69928928.000000 Penalty: 43306.667969
Iteration 16Q: 14 clusters Score -6.992893e+07 nChanged 18071
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326535 members 
Mstep: Class 4 contains 32526 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 36210 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 18955 members 
Mstep: Class 12 contains 49071 members 
Mstep: Class 15 contains 21833 members 
Mstep: Class 16 contains 63750 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 9795 members 
Mstep: Class 19 contains 113211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69940320.000000 Penalty: 43306.667969
Iteration 17Q: 14 clusters Score -6.994032e+07 nChanged 18066
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 314055 members 
Mstep: Class 4 contains 33145 members 
Mstep: Class 5 contains 2641 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 37731 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 19421 members 
Mstep: Class 12 contains 51299 members 
Mstep: Class 15 contains 21521 members 
Mstep: Class 16 contains 63540 members 
Mstep: Class 17 contains 4196 members 
Mstep: Class 18 contains 10211 members 
Mstep: Class 19 contains 121435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69951128.000000 Penalty: 43306.667969
Iteration 18Q: 14 clusters Score -6.995113e+07 nChanged 18124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 301688 members 
Mstep: Class 4 contains 33698 members 
Mstep: Class 5 contains 2714 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 39189 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 19836 members 
Mstep: Class 12 contains 53549 members 
Mstep: Class 15 contains 21200 members 
Mstep: Class 16 contains 63215 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 10584 members 
Mstep: Class 19 contains 129811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69961568.000000 Penalty: 43306.667969
Iteration 19Q: 14 clusters Score -6.996157e+07 nChanged 17521
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 289802 members 
Mstep: Class 4 contains 34176 members 
Mstep: Class 5 contains 2764 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 40390 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 20208 members 
Mstep: Class 12 contains 55693 members 
Mstep: Class 15 contains 20930 members 
Mstep: Class 16 contains 62841 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 18 contains 10914 members 
Mstep: Class 19 contains 138208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69971144.000000 Penalty: 43306.667969
Iteration 20F: 14 clusters Score -6.997114e+07 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 278119 members 
Mstep: Class 4 contains 34527 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 41482 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 20550 members 
Mstep: Class 12 contains 57978 members 
Mstep: Class 15 contains 20541 members 
Mstep: Class 16 contains 62385 members 
Mstep: Class 17 contains 2915 members 
Mstep: Class 18 contains 11110 members 
Mstep: Class 19 contains 146629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3257.296631 but Gain 3331.281250
Score: -69979696.000000 Penalty: 39975.386719
Iteration 21Q: 13 clusters Score -6.99797e+07 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 267897 members 
Mstep: Class 4 contains 34827 members 
Mstep: Class 5 contains 3111 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 42592 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 20877 members 
Mstep: Class 12 contains 60572 members 
Mstep: Class 15 contains 20219 members 
Mstep: Class 16 contains 61889 members 
Mstep: Class 18 contains 11408 members 
Mstep: Class 19 contains 155798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69990784.000000 Penalty: 39975.386719
Iteration 22Q: 13 clusters Score -6.999078e+07 nChanged 16755
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 256757 members 
Mstep: Class 4 contains 35199 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43293 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 21156 members 
Mstep: Class 12 contains 62840 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 61341 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 163867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69998784.000000 Penalty: 39975.386719
Iteration 23Q: 13 clusters Score -6.999878e+07 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 246808 members 
Mstep: Class 4 contains 35474 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43831 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 21446 members 
Mstep: Class 12 contains 65007 members 
Mstep: Class 15 contains 19684 members 
Mstep: Class 16 contains 60677 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 171179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70005432.000000 Penalty: 39975.386719
Iteration 24Q: 13 clusters Score -7.000543e+07 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 238035 members 
Mstep: Class 4 contains 35695 members 
Mstep: Class 5 contains 3489 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 44339 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 67078 members 
Mstep: Class 15 contains 19479 members 
Mstep: Class 16 contains 59907 members 
Mstep: Class 18 contains 11820 members 
Mstep: Class 19 contains 177685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70010368.000000 Penalty: 39975.386719
Iteration 25Q: 13 clusters Score -7.001037e+07 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 230390 members 
Mstep: Class 4 contains 35876 members 
Mstep: Class 5 contains 3614 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 44745 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 21856 members 
Mstep: Class 12 contains 69004 members 
Mstep: Class 15 contains 19321 members 
Mstep: Class 16 contains 59089 members 
Mstep: Class 18 contains 11986 members 
Mstep: Class 19 contains 183313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70014784.000000 Penalty: 39975.386719
Iteration 26Q: 13 clusters Score -7.001478e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224148 members 
Mstep: Class 4 contains 36020 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 22024 members 
Mstep: Class 12 contains 70736 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 58271 members 
Mstep: Class 18 contains 12168 members 
Mstep: Class 19 contains 187884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70018576.000000 Penalty: 39975.386719
Iteration 27Q: 13 clusters Score -7.001858e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 219251 members 
Mstep: Class 4 contains 36093 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 45250 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 22195 members 
Mstep: Class 12 contains 72359 members 
Mstep: Class 15 contains 19030 members 
Mstep: Class 16 contains 57465 members 
Mstep: Class 18 contains 12333 members 
Mstep: Class 19 contains 191392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70021304.000000 Penalty: 39975.386719
Iteration 28Q: 13 clusters Score -7.00213e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 4 contains 36124 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 45311 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 22310 members 
Mstep: Class 12 contains 73904 members 
Mstep: Class 15 contains 18890 members 
Mstep: Class 16 contains 56642 members 
Mstep: Class 18 contains 12530 members 
Mstep: Class 19 contains 194065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70023424.000000 Penalty: 39975.386719
Iteration 29Q: 13 clusters Score -7.002342e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212926 members 
Mstep: Class 4 contains 36161 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 45240 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 22405 members 
Mstep: Class 12 contains 75257 members 
Mstep: Class 15 contains 18743 members 
Mstep: Class 16 contains 55802 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 195941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70025152.000000 Penalty: 39975.386719
Iteration 30Q: 13 clusters Score -7.002515e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211187 members 
Mstep: Class 4 contains 36184 members 
Mstep: Class 5 contains 4066 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 45084 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 22498 members 
Mstep: Class 12 contains 76544 members 
Mstep: Class 15 contains 18562 members 
Mstep: Class 16 contains 54941 members 
Mstep: Class 18 contains 12945 members 
Mstep: Class 19 contains 197182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70026240.000000 Penalty: 39975.386719
Iteration 31Q: 13 clusters Score -7.002624e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210184 members 
Mstep: Class 4 contains 36255 members 
Mstep: Class 5 contains 4137 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 44873 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 22567 members 
Mstep: Class 12 contains 77760 members 
Mstep: Class 15 contains 18339 members 
Mstep: Class 16 contains 54125 members 
Mstep: Class 18 contains 13152 members 
Mstep: Class 19 contains 197801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70027048.000000 Penalty: 39975.386719
Iteration 32Q: 13 clusters Score -7.002705e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 209865 members 
Mstep: Class 4 contains 36304 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 44644 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 22614 members 
Mstep: Class 12 contains 78985 members 
Mstep: Class 15 contains 18112 members 
Mstep: Class 16 contains 53323 members 
Mstep: Class 18 contains 13312 members 
Mstep: Class 19 contains 197839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70027456.000000 Penalty: 39975.386719
Iteration 33Q: 13 clusters Score -7.002746e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 209841 members 
Mstep: Class 4 contains 36359 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 44413 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 22661 members 
Mstep: Class 12 contains 80248 members 
Mstep: Class 15 contains 17917 members 
Mstep: Class 16 contains 52582 members 
Mstep: Class 18 contains 13481 members 
Mstep: Class 19 contains 197434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70028096.000000 Penalty: 39975.386719
Iteration 34Q: 13 clusters Score -7.00281e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210074 members 
Mstep: Class 4 contains 36428 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 44220 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 22696 members 
Mstep: Class 12 contains 81554 members 
Mstep: Class 15 contains 17774 members 
Mstep: Class 16 contains 51861 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 196631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70028272.000000 Penalty: 39975.386719
Iteration 35Q: 13 clusters Score -7.002827e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210438 members 
Mstep: Class 4 contains 36556 members 
Mstep: Class 5 contains 4376 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 44022 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 22718 members 
Mstep: Class 12 contains 82828 members 
Mstep: Class 15 contains 17638 members 
Mstep: Class 16 contains 51193 members 
Mstep: Class 18 contains 13777 members 
Mstep: Class 19 contains 195648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70028456.000000 Penalty: 39975.386719
Iteration 36Q: 13 clusters Score -7.002846e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210928 members 
Mstep: Class 4 contains 36668 members 
Mstep: Class 5 contains 4411 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43836 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 22734 members 
Mstep: Class 12 contains 84089 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 16 contains 50589 members 
Mstep: Class 18 contains 13898 members 
Mstep: Class 19 contains 194486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70028288.000000 Penalty: 39975.386719
Iteration 37Q: 13 clusters Score -7.002829e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211401 members 
Mstep: Class 4 contains 36791 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43650 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 22750 members 
Mstep: Class 12 contains 85344 members 
Mstep: Class 15 contains 17486 members 
Mstep: Class 16 contains 50040 members 
Mstep: Class 18 contains 14010 members 
Mstep: Class 19 contains 193282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70028328.000000 Penalty: 39975.386719
Iteration 38Q: 13 clusters Score -7.002833e+07 nChanged 4579
Entering ConstructFrom: 
Score: -70028328.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (211888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211888 members 
Entering Unmasked Estep 
Score: -22193928.000000 Penalty: 3041.425537
	Iteration 0F: 2 clusters Score -2.219393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -22060284.000000 Penalty: 6082.851074
	Iteration 0F: 3 clusters Score -2.206028e+07 nChanged 101847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
Score: -22121434.000000 Penalty: 6082.851074
	Iteration 1F: 3 clusters Score -2.212143e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 98419 members 
Entering Unmasked Estep 
Score: -22124136.000000 Penalty: 6082.851074
	Iteration 2Q: 3 clusters Score -2.212414e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 93963 members 
Entering Unmasked Estep 
Score: -22127968.000000 Penalty: 6082.851074
	Iteration 3Q: 3 clusters Score -2.212797e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124665 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -22133800.000000 Penalty: 6082.851074
	Iteration 4F: 3 clusters Score -2.21338e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134097 members 
Mstep: Class 2 contains 77791 members 
Entering Unmasked Estep 
Score: -22142148.000000 Penalty: 6082.851074
	Iteration 5F: 3 clusters Score -2.214215e+07 nChanged 15431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145496 members 
Mstep: Class 2 contains 66392 members 
Entering Unmasked Estep 
Score: -22154152.000000 Penalty: 6082.851074
	Iteration 6F: 3 clusters Score -2.215415e+07 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156711 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -22167184.000000 Penalty: 6082.851074
	Iteration 7F: 3 clusters Score -2.216718e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164552 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -22176818.000000 Penalty: 6082.851074
	Iteration 8F: 3 clusters Score -2.217682e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169431 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -22181436.000000 Penalty: 6082.851074
	Iteration 9Q: 3 clusters Score -2.218144e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -22183846.000000 Penalty: 6082.851074
	Iteration 10Q: 3 clusters Score -2.218385e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -22185556.000000 Penalty: 6082.851074
	Iteration 11Q: 3 clusters Score -2.218556e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179685 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -22186806.000000 Penalty: 6082.851074
	Iteration 12Q: 3 clusters Score -2.218681e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182552 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -22187928.000000 Penalty: 6082.851074
	Iteration 13Q: 3 clusters Score -2.218793e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185255 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -22188924.000000 Penalty: 6082.851074
	Iteration 14Q: 3 clusters Score -2.218892e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187765 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -22190024.000000 Penalty: 6082.851074
	Iteration 15Q: 3 clusters Score -2.219002e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190039 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -22190958.000000 Penalty: 6082.851074
	Iteration 16Q: 3 clusters Score -2.219096e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192179 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -22191666.000000 Penalty: 6082.851074
	Iteration 17Q: 3 clusters Score -2.219167e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194116 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -22192478.000000 Penalty: 6082.851074
	Iteration 18Q: 3 clusters Score -2.219248e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195805 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -22193244.000000 Penalty: 6082.851074
	Iteration 19Q: 3 clusters Score -2.219324e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197310 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -22193942.000000 Penalty: 6082.851074
	Iteration 20F: 3 clusters Score -2.219394e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198587 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -22194520.000000 Penalty: 6082.851074
	Iteration 21Q: 3 clusters Score -2.219452e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199675 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -22194668.000000 Penalty: 6082.851074
	Iteration 22Q: 3 clusters Score -2.219467e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200631 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -22194740.000000 Penalty: 6082.851074
	Iteration 23Q: 3 clusters Score -2.219474e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201431 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -22194754.000000 Penalty: 6082.851074
	Iteration 24Q: 3 clusters Score -2.219475e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202139 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -22194744.000000 Penalty: 6082.851074
	Iteration 25Q: 3 clusters Score -2.219474e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202755 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -22194668.000000 Penalty: 6082.851074
	Iteration 26Q: 3 clusters Score -2.219467e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203232 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -22194588.000000 Penalty: 6082.851074
	Iteration 27Q: 3 clusters Score -2.219459e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203636 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -22194552.000000 Penalty: 6082.851074
	Iteration 28Q: 3 clusters Score -2.219455e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203963 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -22194490.000000 Penalty: 6082.851074
	Iteration 29Q: 3 clusters Score -2.219449e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204261 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -22194476.000000 Penalty: 6082.851074
	Iteration 30Q: 3 clusters Score -2.219448e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204531 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -22194474.000000 Penalty: 6082.851074
	Iteration 31Q: 3 clusters Score -2.219447e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204800 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -22194456.000000 Penalty: 6082.851074
	Iteration 32Q: 3 clusters Score -2.219446e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205064 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -22194418.000000 Penalty: 6082.851074
	Iteration 33Q: 3 clusters Score -2.219442e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205332 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -22194326.000000 Penalty: 6082.851074
	Iteration 34Q: 3 clusters Score -2.219433e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205558 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -22194294.000000 Penalty: 6082.851074
	Iteration 35Q: 3 clusters Score -2.219429e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205774 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -22194204.000000 Penalty: 6082.851074
	Iteration 36Q: 3 clusters Score -2.21942e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205968 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -22194174.000000 Penalty: 6082.851074
	Iteration 37Q: 3 clusters Score -2.219417e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206125 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -22194138.000000 Penalty: 6082.851074
	Iteration 38Q: 3 clusters Score -2.219414e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206268 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -22194138.000000 Penalty: 6082.851074
	Iteration 39Q: 3 clusters Score -2.219414e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206401 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -22194110.000000 Penalty: 6082.851074
	Iteration 40F: 3 clusters Score -2.219411e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206526 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -22194022.000000 Penalty: 6082.851074
	Iteration 41Q: 3 clusters Score -2.219402e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206635 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -22193974.000000 Penalty: 6082.851074
	Iteration 42Q: 3 clusters Score -2.219397e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206738 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -22193908.000000 Penalty: 6082.851074
	Iteration 43Q: 3 clusters Score -2.219391e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206839 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -22193852.000000 Penalty: 6082.851074
	Iteration 44Q: 3 clusters Score -2.219385e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206925 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -22193844.000000 Penalty: 6082.851074
	Iteration 45Q: 3 clusters Score -2.219384e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207001 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -22193804.000000 Penalty: 6082.851074
	Iteration 46Q: 3 clusters Score -2.21938e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207085 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -22193740.000000 Penalty: 6082.851074
	Iteration 47Q: 3 clusters Score -2.219374e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207157 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -22193728.000000 Penalty: 6082.851074
	Iteration 48Q: 3 clusters Score -2.219373e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207224 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -22193704.000000 Penalty: 6082.851074
	Iteration 49Q: 3 clusters Score -2.21937e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207288 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -22193716.000000 Penalty: 6082.851074
	Iteration 50Q: 3 clusters Score -2.219372e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207327 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -22193696.000000 Penalty: 6082.851074
	Iteration 51Q: 3 clusters Score -2.21937e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207359 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -22193670.000000 Penalty: 6082.851074
	Iteration 52Q: 3 clusters Score -2.219367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207386 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -22193654.000000 Penalty: 6082.851074
	Iteration 53Q: 3 clusters Score -2.219365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207417 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -22193652.000000 Penalty: 6082.851074
	Iteration 54Q: 3 clusters Score -2.219365e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207445 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -22193648.000000 Penalty: 6082.851074
	Iteration 55Q: 3 clusters Score -2.219365e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207468 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -22193620.000000 Penalty: 6082.851074
	Iteration 56Q: 3 clusters Score -2.219362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207495 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -22193630.000000 Penalty: 6082.851074
	Iteration 57Q: 3 clusters Score -2.219363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207515 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -22193600.000000 Penalty: 6082.851074
	Iteration 58Q: 3 clusters Score -2.21936e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207534 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -22193600.000000 Penalty: 6082.851074
	Iteration 59Q: 3 clusters Score -2.21936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207557 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -22193602.000000 Penalty: 6082.851074
	Iteration 60F: 3 clusters Score -2.21936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207591 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -22193578.000000 Penalty: 6082.851074
	Iteration 61Q: 3 clusters Score -2.219358e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207615 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -22193572.000000 Penalty: 6082.851074
	Iteration 62Q: 3 clusters Score -2.219357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207644 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -22193560.000000 Penalty: 6082.851074
	Iteration 63Q: 3 clusters Score -2.219356e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207673 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -22193566.000000 Penalty: 6082.851074
	Iteration 64Q: 3 clusters Score -2.219357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207693 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -22193556.000000 Penalty: 6082.851074
	Iteration 65Q: 3 clusters Score -2.219356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207719 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -22193552.000000 Penalty: 6082.851074
	Iteration 66Q: 3 clusters Score -2.219355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207737 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -22193542.000000 Penalty: 6082.851074
	Iteration 67Q: 3 clusters Score -2.219354e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207761 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -22193516.000000 Penalty: 6082.851074
	Iteration 68Q: 3 clusters Score -2.219352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207778 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -22193530.000000 Penalty: 6082.851074
	Iteration 69Q: 3 clusters Score -2.219353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207791 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -22193548.000000 Penalty: 6082.851074
	Iteration 70Q: 3 clusters Score -2.219355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207801 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -22193522.000000 Penalty: 6082.851074
	Iteration 71Q: 3 clusters Score -2.219352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207819 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -22193544.000000 Penalty: 6082.851074
	Iteration 72Q: 3 clusters Score -2.219354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207834 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -22193528.000000 Penalty: 6082.851074
	Iteration 73Q: 3 clusters Score -2.219353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207845 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -22193544.000000 Penalty: 6082.851074
	Iteration 74Q: 3 clusters Score -2.219354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207857 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -22193522.000000 Penalty: 6082.851074
	Iteration 75Q: 3 clusters Score -2.219352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207869 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -22193528.000000 Penalty: 6082.851074
	Iteration 76Q: 3 clusters Score -2.219353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207876 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -22193502.000000 Penalty: 6082.851074
	Iteration 77Q: 3 clusters Score -2.21935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207885 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -22193510.000000 Penalty: 6082.851074
	Iteration 78Q: 3 clusters Score -2.219351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207897 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -22193492.000000 Penalty: 6082.851074
	Iteration 79Q: 3 clusters Score -2.219349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207903 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -22193480.000000 Penalty: 6082.851074
	Iteration 80F: 3 clusters Score -2.219348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207908 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -22193478.000000 Penalty: 6082.851074
	Iteration 81Q: 3 clusters Score -2.219348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207916 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -22193494.000000 Penalty: 6082.851074
	Iteration 82Q: 3 clusters Score -2.219349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207923 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -22193488.000000 Penalty: 6082.851074
	Iteration 83Q: 3 clusters Score -2.219349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207930 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -22193498.000000 Penalty: 6082.851074
	Iteration 84Q: 3 clusters Score -2.21935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207936 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -22193480.000000 Penalty: 6082.851074
	Iteration 85Q: 3 clusters Score -2.219348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207943 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -22193486.000000 Penalty: 6082.851074
	Iteration 86Q: 3 clusters Score -2.219349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207954 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -22193496.000000 Penalty: 6082.851074
	Iteration 87Q: 3 clusters Score -2.21935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207964 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -22193492.000000 Penalty: 6082.851074
	Iteration 88Q: 3 clusters Score -2.219349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207970 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -22193492.000000 Penalty: 6082.851074
	Iteration 89Q: 3 clusters Score -2.219349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207977 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -22193492.000000 Penalty: 6082.851074
	Iteration 90Q: 3 clusters Score -2.219349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207987 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -22193496.000000 Penalty: 6082.851074
	Iteration 91Q: 3 clusters Score -2.21935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207998 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -22193500.000000 Penalty: 6082.851074
	Iteration 92Q: 3 clusters Score -2.21935e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208009 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -22193496.000000 Penalty: 6082.851074
	Iteration 93Q: 3 clusters Score -2.21935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208015 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -22193476.000000 Penalty: 6082.851074
	Iteration 94Q: 3 clusters Score -2.219348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208018 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -22193494.000000 Penalty: 6082.851074
	Iteration 95Q: 3 clusters Score -2.219349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208020 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -22193490.000000 Penalty: 6082.851074
	Iteration 96Q: 3 clusters Score -2.219349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208022 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -22193502.000000 Penalty: 6082.851074
	Iteration 97Q: 3 clusters Score -2.21935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208023 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -22193498.000000 Penalty: 6082.851074
	Iteration 98Q: 3 clusters Score -2.21935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208025 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -22193480.000000 Penalty: 6082.851074
	Iteration 99Q: 3 clusters Score -2.219348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208027 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -22193472.000000 Penalty: 6082.851074
	Iteration 100F: 3 clusters Score -2.219347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208030 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -22193484.000000 Penalty: 6082.851074
	Iteration 101Q: 3 clusters Score -2.219348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208036 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -22193484.000000 Penalty: 6082.851074
	Iteration 102Q: 3 clusters Score -2.219348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208040 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -22193480.000000 Penalty: 6082.851074
	Iteration 103Q: 3 clusters Score -2.219348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208040 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -22193488.000000 Penalty: 6082.851074
	Iteration 104Q: 3 clusters Score -2.219349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208041 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -22193482.000000 Penalty: 6082.851074
	Iteration 105Q: 3 clusters Score -2.219348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208042 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -22193476.000000 Penalty: 6082.851074
	Iteration 106Q: 3 clusters Score -2.219348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208043 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -22193466.000000 Penalty: 6082.851074
	Iteration 107Q: 3 clusters Score -2.219347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208044 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -22193470.000000 Penalty: 6082.851074
	Iteration 108Q: 3 clusters Score -2.219347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208046 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -22193480.000000 Penalty: 6082.851074
	Iteration 109Q: 3 clusters Score -2.219348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208047 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -22193478.000000 Penalty: 6082.851074
	Iteration 110Q: 3 clusters Score -2.219348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208048 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -22193476.000000 Penalty: 6082.851074
	Iteration 111Q: 3 clusters Score -2.219348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208048 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -22193476.000000 Penalty: 6082.851074
	Iteration 112F: 3 clusters Score -2.219348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Entering Unmasked Estep 
Score: -3852774.500000 Penalty: 2608.013672
	Iteration 0F: 2 clusters Score -3852774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3827546.500000 Penalty: 5216.027344
	Iteration 0F: 3 clusters Score -3827546 nChanged 16908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3836916.000000 Penalty: 5216.027344
	Iteration 1F: 3 clusters Score -3836916 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -3837689.000000 Penalty: 5216.027344
	Iteration 2F: 3 clusters Score -3837689 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3838768.000000 Penalty: 5216.027344
	Iteration 3F: 3 clusters Score -3838768 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3840392.250000 Penalty: 5216.027344
	Iteration 4F: 3 clusters Score -3840392 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3842820.000000 Penalty: 5216.027344
	Iteration 5F: 3 clusters Score -3842820 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -3845708.250000 Penalty: 5216.027344
	Iteration 6F: 3 clusters Score -3845708 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -3848322.000000 Penalty: 5216.027344
	Iteration 7F: 3 clusters Score -3848322 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -3850174.750000 Penalty: 5216.027344
	Iteration 8Q: 3 clusters Score -3850175 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3851028.500000 Penalty: 5216.027344
	Iteration 9Q: 3 clusters Score -3851028 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -3851281.500000 Penalty: 5216.027344
	Iteration 10Q: 3 clusters Score -3851282 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3851365.750000 Penalty: 5216.027344
	Iteration 11Q: 3 clusters Score -3851366 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -3851423.250000 Penalty: 5216.027344
	Iteration 12Q: 3 clusters Score -3851423 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -3851442.500000 Penalty: 5216.027344
	Iteration 13Q: 3 clusters Score -3851442 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -3851457.000000 Penalty: 5216.027344
	Iteration 14Q: 3 clusters Score -3851457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -3851460.750000 Penalty: 5216.027344
	Iteration 15Q: 3 clusters Score -3851461 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -3851476.250000 Penalty: 5216.027344
	Iteration 16Q: 3 clusters Score -3851476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -3851472.500000 Penalty: 5216.027344
	Iteration 17Q: 3 clusters Score -3851472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -3851467.750000 Penalty: 5216.027344
	Iteration 18Q: 3 clusters Score -3851468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -3851476.000000 Penalty: 5216.027344
	Iteration 19Q: 3 clusters Score -3851476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3851477.750000 Penalty: 5216.027344
	Iteration 20F: 3 clusters Score -3851478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -3851488.000000 Penalty: 5216.027344
	Iteration 21Q: 3 clusters Score -3851488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3851486.500000 Penalty: 5216.027344
	Iteration 22Q: 3 clusters Score -3851486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3851484.000000 Penalty: 5216.027344
	Iteration 23Q: 3 clusters Score -3851484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3851491.750000 Penalty: 5216.027344
	Iteration 24Q: 3 clusters Score -3851492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3851490.750000 Penalty: 5216.027344
	Iteration 25Q: 3 clusters Score -3851491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -3851487.750000 Penalty: 5216.027344
	Iteration 26Q: 3 clusters Score -3851488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3851485.750000 Penalty: 5216.027344
	Iteration 27Q: 3 clusters Score -3851486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -3851488.250000 Penalty: 5216.027344
	Iteration 28Q: 3 clusters Score -3851488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3851488.500000 Penalty: 5216.027344
	Iteration 29Q: 3 clusters Score -3851488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3851489.500000 Penalty: 5216.027344
	Iteration 30Q: 3 clusters Score -3851490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3851490.250000 Penalty: 5216.027344
	Iteration 31Q: 3 clusters Score -3851490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3851490.250000 Penalty: 5216.027344
	Iteration 32F: 3 clusters Score -3851490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Entering Unmasked Estep 
Score: -452369.187500 Penalty: 2084.531006
	Iteration 0F: 2 clusters Score -452369.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -448165.218750 Penalty: 4169.062012
	Iteration 0F: 3 clusters Score -448165.2 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -449203.531250 Penalty: 4169.062012
	Iteration 1F: 3 clusters Score -449203.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -449433.718750 Penalty: 4169.062012
	Iteration 2F: 3 clusters Score -449433.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -449569.281250 Penalty: 4169.062012
	Iteration 3F: 3 clusters Score -449569.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -449650.281250 Penalty: 4169.062012
	Iteration 4Q: 3 clusters Score -449650.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -449715.062500 Penalty: 4169.062012
	Iteration 5Q: 3 clusters Score -449715.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -449772.593750 Penalty: 4169.062012
	Iteration 6Q: 3 clusters Score -449772.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -449829.593750 Penalty: 4169.062012
	Iteration 7Q: 3 clusters Score -449829.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -449898.500000 Penalty: 4169.062012
	Iteration 8Q: 3 clusters Score -449898.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -449962.843750 Penalty: 4169.062012
	Iteration 9Q: 3 clusters Score -449962.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -450031.281250 Penalty: 4169.062012
	Iteration 10Q: 3 clusters Score -450031.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -450105.343750 Penalty: 4169.062012
	Iteration 11Q: 3 clusters Score -450105.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -450165.000000 Penalty: 4169.062012
	Iteration 12Q: 3 clusters Score -450165 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -450205.968750 Penalty: 4169.062012
	Iteration 13Q: 3 clusters Score -450206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -450237.281250 Penalty: 4169.062012
	Iteration 14Q: 3 clusters Score -450237.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -450267.187500 Penalty: 4169.062012
	Iteration 15Q: 3 clusters Score -450267.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -450295.031250 Penalty: 4169.062012
	Iteration 16Q: 3 clusters Score -450295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -450318.906250 Penalty: 4169.062012
	Iteration 17Q: 3 clusters Score -450318.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -450342.781250 Penalty: 4169.062012
	Iteration 18Q: 3 clusters Score -450342.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -450370.000000 Penalty: 4169.062012
	Iteration 19Q: 3 clusters Score -450370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -450400.687500 Penalty: 4169.062012
	Iteration 20F: 3 clusters Score -450400.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -450425.531250 Penalty: 4169.062012
	Iteration 21Q: 3 clusters Score -450425.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -450448.468750 Penalty: 4169.062012
	Iteration 22Q: 3 clusters Score -450448.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -450461.812500 Penalty: 4169.062012
	Iteration 23Q: 3 clusters Score -450461.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -450476.718750 Penalty: 4169.062012
	Iteration 24Q: 3 clusters Score -450476.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -450490.718750 Penalty: 4169.062012
	Iteration 25Q: 3 clusters Score -450490.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -450502.531250 Penalty: 4169.062012
	Iteration 26Q: 3 clusters Score -450502.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -450513.906250 Penalty: 4169.062012
	Iteration 27Q: 3 clusters Score -450513.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -450528.281250 Penalty: 4169.062012
	Iteration 28Q: 3 clusters Score -450528.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -450535.656250 Penalty: 4169.062012
	Iteration 29Q: 3 clusters Score -450535.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -450542.781250 Penalty: 4169.062012
	Iteration 30Q: 3 clusters Score -450542.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -450549.156250 Penalty: 4169.062012
	Iteration 31Q: 3 clusters Score -450549.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -450562.125000 Penalty: 4169.062012
	Iteration 32Q: 3 clusters Score -450562.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -450575.281250 Penalty: 4169.062012
	Iteration 33Q: 3 clusters Score -450575.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -450585.593750 Penalty: 4169.062012
	Iteration 34Q: 3 clusters Score -450585.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -450590.843750 Penalty: 4169.062012
	Iteration 35Q: 3 clusters Score -450590.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -450597.562500 Penalty: 4169.062012
	Iteration 36Q: 3 clusters Score -450597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -450599.750000 Penalty: 4169.062012
	Iteration 37Q: 3 clusters Score -450599.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -450603.687500 Penalty: 4169.062012
	Iteration 38Q: 3 clusters Score -450603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -450607.406250 Penalty: 4169.062012
	Iteration 39Q: 3 clusters Score -450607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -450610.031250 Penalty: 4169.062012
	Iteration 40F: 3 clusters Score -450610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -450610.843750 Penalty: 4169.062012
	Iteration 41Q: 3 clusters Score -450610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -450611.218750 Penalty: 4169.062012
	Iteration 42Q: 3 clusters Score -450611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -450611.375000 Penalty: 4169.062012
	Iteration 43Q: 3 clusters Score -450611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -450612.781250 Penalty: 4169.062012
	Iteration 44Q: 3 clusters Score -450612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -450614.031250 Penalty: 4169.062012
	Iteration 45Q: 3 clusters Score -450614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -450616.156250 Penalty: 4169.062012
	Iteration 46Q: 3 clusters Score -450616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -450619.406250 Penalty: 4169.062012
	Iteration 47Q: 3 clusters Score -450619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -450620.000000 Penalty: 4169.062012
	Iteration 48Q: 3 clusters Score -450620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -450621.093750 Penalty: 4169.062012
	Iteration 49Q: 3 clusters Score -450621.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -450621.093750 Penalty: 4169.062012
	Iteration 50F: 3 clusters Score -450621.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -71769.781250 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -71769.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70058.210938 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -70058.21 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70546.609375 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -70546.61 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -71120.898438 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -71120.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -71525.492188 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -71525.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -71701.992188 Penalty: 3305.546875
	Iteration 4F: 3 clusters Score -71701.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -71797.914062 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -71797.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -71857.710938 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -71857.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71907.554688 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -71907.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -71933.195312 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -71933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -71961.609375 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -71961.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71971.531250 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -71971.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71971.531250 Penalty: 3305.546875
	Iteration 11F: 3 clusters Score -71971.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211888 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 4 contains 36908 members 
Mstep: Class 5 contains 4471 members 
Mstep: Class 8 contains 126 members 
Mstep: Class 9 contains 43482 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 22751 members 
Mstep: Class 12 contains 86627 members 
Mstep: Class 15 contains 17395 members 
Mstep: Class 16 contains 49550 members 
Mstep: Class 18 contains 14116 members 
Mstep: Class 19 contains 192008 members 
Entering Unmasked Estep 
Score: -70026992.000000 Penalty: 43306.667969
Splitting cluster 8 changes total score from -70028328.000000 to -70026992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (43482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Entering Unmasked Estep 
Score: -4597760.000000 Penalty: 2648.665283
	Iteration 0F: 2 clusters Score -4597760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4568372.500000 Penalty: 5297.330566
	Iteration 0F: 3 clusters Score -4568372 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -4579687.500000 Penalty: 5297.330566
	Iteration 1F: 3 clusters Score -4579688 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4580406.500000 Penalty: 5297.330566
	Iteration 2Q: 3 clusters Score -4580406 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4581246.000000 Penalty: 5297.330566
	Iteration 3Q: 3 clusters Score -4581246 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4582301.000000 Penalty: 5297.330566
	Iteration 4Q: 3 clusters Score -4582301 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -4583609.000000 Penalty: 5297.330566
	Iteration 5F: 3 clusters Score -4583609 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -4585143.000000 Penalty: 5297.330566
	Iteration 6F: 3 clusters Score -4585143 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4586987.500000 Penalty: 5297.330566
	Iteration 7F: 3 clusters Score -4586988 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4588712.500000 Penalty: 5297.330566
	Iteration 8F: 3 clusters Score -4588712 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4589973.000000 Penalty: 5297.330566
	Iteration 9F: 3 clusters Score -4589973 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -4590626.000000 Penalty: 5297.330566
	Iteration 10Q: 3 clusters Score -4590626 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -4590972.000000 Penalty: 5297.330566
	Iteration 11Q: 3 clusters Score -4590972 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4591198.500000 Penalty: 5297.330566
	Iteration 12Q: 3 clusters Score -4591198 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -4591407.000000 Penalty: 5297.330566
	Iteration 13Q: 3 clusters Score -4591407 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4591602.500000 Penalty: 5297.330566
	Iteration 14Q: 3 clusters Score -4591602 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4591830.500000 Penalty: 5297.330566
	Iteration 15Q: 3 clusters Score -4591830 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -4592048.000000 Penalty: 5297.330566
	Iteration 16Q: 3 clusters Score -4592048 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -4592279.000000 Penalty: 5297.330566
	Iteration 17Q: 3 clusters Score -4592279 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -4592516.000000 Penalty: 5297.330566
	Iteration 18Q: 3 clusters Score -4592516 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4592784.000000 Penalty: 5297.330566
	Iteration 19Q: 3 clusters Score -4592784 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -4593045.500000 Penalty: 5297.330566
	Iteration 20F: 3 clusters Score -4593046 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -4593327.500000 Penalty: 5297.330566
	Iteration 21Q: 3 clusters Score -4593328 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4593609.500000 Penalty: 5297.330566
	Iteration 22Q: 3 clusters Score -4593610 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -4593847.000000 Penalty: 5297.330566
	Iteration 23Q: 3 clusters Score -4593847 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4594082.000000 Penalty: 5297.330566
	Iteration 24Q: 3 clusters Score -4594082 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -4594244.000000 Penalty: 5297.330566
	Iteration 25Q: 3 clusters Score -4594244 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4594381.500000 Penalty: 5297.330566
	Iteration 26Q: 3 clusters Score -4594382 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4594505.000000 Penalty: 5297.330566
	Iteration 27Q: 3 clusters Score -4594505 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4594616.000000 Penalty: 5297.330566
	Iteration 28Q: 3 clusters Score -4594616 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4594740.500000 Penalty: 5297.330566
	Iteration 29Q: 3 clusters Score -4594740 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -4594836.000000 Penalty: 5297.330566
	Iteration 30Q: 3 clusters Score -4594836 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -4594909.000000 Penalty: 5297.330566
	Iteration 31Q: 3 clusters Score -4594909 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4594983.000000 Penalty: 5297.330566
	Iteration 32Q: 3 clusters Score -4594983 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4595070.000000 Penalty: 5297.330566
	Iteration 33Q: 3 clusters Score -4595070 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -4595151.500000 Penalty: 5297.330566
	Iteration 34Q: 3 clusters Score -4595152 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4595212.000000 Penalty: 5297.330566
	Iteration 35Q: 3 clusters Score -4595212 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4595257.500000 Penalty: 5297.330566
	Iteration 36Q: 3 clusters Score -4595258 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4595322.000000 Penalty: 5297.330566
	Iteration 37Q: 3 clusters Score -4595322 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4595378.000000 Penalty: 5297.330566
	Iteration 38Q: 3 clusters Score -4595378 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4595425.500000 Penalty: 5297.330566
	Iteration 39Q: 3 clusters Score -4595426 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4595461.500000 Penalty: 5297.330566
	Iteration 40F: 3 clusters Score -4595462 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4595497.000000 Penalty: 5297.330566
	Iteration 41Q: 3 clusters Score -4595497 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4595540.000000 Penalty: 5297.330566
	Iteration 42Q: 3 clusters Score -4595540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4595575.000000 Penalty: 5297.330566
	Iteration 43Q: 3 clusters Score -4595575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4595604.000000 Penalty: 5297.330566
	Iteration 44Q: 3 clusters Score -4595604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4595646.500000 Penalty: 5297.330566
	Iteration 45Q: 3 clusters Score -4595646 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4595687.000000 Penalty: 5297.330566
	Iteration 46Q: 3 clusters Score -4595687 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4595701.000000 Penalty: 5297.330566
	Iteration 47Q: 3 clusters Score -4595701 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4595731.500000 Penalty: 5297.330566
	Iteration 48Q: 3 clusters Score -4595732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4595746.500000 Penalty: 5297.330566
	Iteration 49Q: 3 clusters Score -4595746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4595768.000000 Penalty: 5297.330566
	Iteration 50Q: 3 clusters Score -4595768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4595779.000000 Penalty: 5297.330566
	Iteration 51Q: 3 clusters Score -4595779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4595786.500000 Penalty: 5297.330566
	Iteration 52Q: 3 clusters Score -4595786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4595793.500000 Penalty: 5297.330566
	Iteration 53Q: 3 clusters Score -4595794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4595809.500000 Penalty: 5297.330566
	Iteration 54Q: 3 clusters Score -4595810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4595809.500000 Penalty: 5297.330566
	Iteration 55Q: 3 clusters Score -4595810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4595832.000000 Penalty: 5297.330566
	Iteration 56Q: 3 clusters Score -4595832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4595839.000000 Penalty: 5297.330566
	Iteration 57Q: 3 clusters Score -4595839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4595850.500000 Penalty: 5297.330566
	Iteration 58Q: 3 clusters Score -4595850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4595853.500000 Penalty: 5297.330566
	Iteration 59Q: 3 clusters Score -4595854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4595868.500000 Penalty: 5297.330566
	Iteration 60F: 3 clusters Score -4595868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4595866.000000 Penalty: 5297.330566
	Iteration 61Q: 3 clusters Score -4595866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4595872.000000 Penalty: 5297.330566
	Iteration 62Q: 3 clusters Score -4595872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4595875.500000 Penalty: 5297.330566
	Iteration 63Q: 3 clusters Score -4595876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4595874.000000 Penalty: 5297.330566
	Iteration 64Q: 3 clusters Score -4595874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4595880.500000 Penalty: 5297.330566
	Iteration 65Q: 3 clusters Score -4595880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4595880.000000 Penalty: 5297.330566
	Iteration 66Q: 3 clusters Score -4595880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4595888.000000 Penalty: 5297.330566
	Iteration 67Q: 3 clusters Score -4595888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4595895.000000 Penalty: 5297.330566
	Iteration 68Q: 3 clusters Score -4595895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4595903.000000 Penalty: 5297.330566
	Iteration 69Q: 3 clusters Score -4595903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4595901.500000 Penalty: 5297.330566
	Iteration 70Q: 3 clusters Score -4595902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4595900.000000 Penalty: 5297.330566
	Iteration 71Q: 3 clusters Score -4595900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4595900.500000 Penalty: 5297.330566
	Iteration 72Q: 3 clusters Score -4595900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4595905.000000 Penalty: 5297.330566
	Iteration 73Q: 3 clusters Score -4595905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4595908.000000 Penalty: 5297.330566
	Iteration 74Q: 3 clusters Score -4595908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4595909.000000 Penalty: 5297.330566
	Iteration 75Q: 3 clusters Score -4595909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4595909.500000 Penalty: 5297.330566
	Iteration 76Q: 3 clusters Score -4595910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4595911.000000 Penalty: 5297.330566
	Iteration 77Q: 3 clusters Score -4595911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4595910.000000 Penalty: 5297.330566
	Iteration 78Q: 3 clusters Score -4595910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4595907.000000 Penalty: 5297.330566
	Iteration 79Q: 3 clusters Score -4595907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4595907.000000 Penalty: 5297.330566
	Iteration 80F: 3 clusters Score -4595907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4595908.000000 Penalty: 5297.330566
	Iteration 81Q: 3 clusters Score -4595908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4595910.000000 Penalty: 5297.330566
	Iteration 82Q: 3 clusters Score -4595910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4595917.500000 Penalty: 5297.330566
	Iteration 83Q: 3 clusters Score -4595918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4595913.500000 Penalty: 5297.330566
	Iteration 84Q: 3 clusters Score -4595914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4595918.500000 Penalty: 5297.330566
	Iteration 85Q: 3 clusters Score -4595918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4595912.500000 Penalty: 5297.330566
	Iteration 86Q: 3 clusters Score -4595912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4595917.500000 Penalty: 5297.330566
	Iteration 87Q: 3 clusters Score -4595918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4595917.500000 Penalty: 5297.330566
	Iteration 88F: 3 clusters Score -4595918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -169465.703125 Penalty: 1870.074219
	Iteration 0F: 2 clusters Score -169465.7 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 968 members 
Entering Unmasked Estep 
Score: -166965.812500 Penalty: 3740.148438
	Iteration 0F: 3 clusters Score -166965.8 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -167636.062500 Penalty: 3740.148438
	Iteration 1F: 3 clusters Score -167636.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -168187.468750 Penalty: 3740.148438
	Iteration 2F: 3 clusters Score -168187.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -168615.765625 Penalty: 3740.148438
	Iteration 3F: 3 clusters Score -168615.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -168979.109375 Penalty: 3740.148438
	Iteration 4F: 3 clusters Score -168979.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -169347.390625 Penalty: 3740.148438
	Iteration 5F: 3 clusters Score -169347.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -169743.843750 Penalty: 3740.148438
	Iteration 6F: 3 clusters Score -169743.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -170070.468750 Penalty: 3740.148438
	Iteration 7Q: 3 clusters Score -170070.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -170230.468750 Penalty: 3740.148438
	Iteration 8Q: 3 clusters Score -170230.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -170358.750000 Penalty: 3740.148438
	Iteration 9Q: 3 clusters Score -170358.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -170437.750000 Penalty: 3740.148438
	Iteration 10Q: 3 clusters Score -170437.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -170491.531250 Penalty: 3740.148438
	Iteration 11Q: 3 clusters Score -170491.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -170522.187500 Penalty: 3740.148438
	Iteration 12Q: 3 clusters Score -170522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -170534.906250 Penalty: 3740.148438
	Iteration 13Q: 3 clusters Score -170534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -170537.781250 Penalty: 3740.148438
	Iteration 14Q: 3 clusters Score -170537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -170539.390625 Penalty: 3740.148438
	Iteration 15Q: 3 clusters Score -170539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -170539.593750 Penalty: 3740.148438
	Iteration 16Q: 3 clusters Score -170539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -170556.593750 Penalty: 3740.148438
	Iteration 17F: 3 clusters Score -170556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -170572.046875 Penalty: 3740.148438
	Iteration 18Q: 3 clusters Score -170572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -170572.906250 Penalty: 3740.148438
	Iteration 19Q: 3 clusters Score -170572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -170572.906250 Penalty: 3740.148438
	Iteration 20F: 3 clusters Score -170572.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211888 members 
Mstep: Class 2 contains 447 members 
Mstep: Class 4 contains 36908 members 
Mstep: Class 5 contains 4471 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43482 members 
Mstep: Class 10 contains 1436 members 
Mstep: Class 11 contains 22751 members 
Mstep: Class 12 contains 86627 members 
Mstep: Class 15 contains 17395 members 
Mstep: Class 16 contains 49550 members 
Mstep: Class 18 contains 14116 members 
Mstep: Class 19 contains 192008 members 
Entering Unmasked Estep 
Score: -70028144.000000 Penalty: 43306.667969
Splitting cluster 10 changes total score from -70028328.000000 to -70028144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (22751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Entering Unmasked Estep 
Score: -2285958.750000 Penalty: 2488.026367
	Iteration 0F: 2 clusters Score -2285959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2270027.500000 Penalty: 4976.052734
	Iteration 0F: 3 clusters Score -2270028 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2275594.750000 Penalty: 4976.052734
	Iteration 1F: 3 clusters Score -2275595 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2276541.500000 Penalty: 4976.052734
	Iteration 2F: 3 clusters Score -2276542 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -2277732.000000 Penalty: 4976.052734
	Iteration 3F: 3 clusters Score -2277732 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2279086.250000 Penalty: 4976.052734
	Iteration 4F: 3 clusters Score -2279086 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2280498.750000 Penalty: 4976.052734
	Iteration 5F: 3 clusters Score -2280499 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2281882.250000 Penalty: 4976.052734
	Iteration 6F: 3 clusters Score -2281882 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2283084.250000 Penalty: 4976.052734
	Iteration 7F: 3 clusters Score -2283084 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2283856.500000 Penalty: 4976.052734
	Iteration 8Q: 3 clusters Score -2283856 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2284361.250000 Penalty: 4976.052734
	Iteration 9Q: 3 clusters Score -2284361 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2284741.250000 Penalty: 4976.052734
	Iteration 10Q: 3 clusters Score -2284741 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2285051.750000 Penalty: 4976.052734
	Iteration 11Q: 3 clusters Score -2285052 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2285136.750000 Penalty: 4976.052734
	Iteration 12Q: 3 clusters Score -2285137 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2285176.750000 Penalty: 4976.052734
	Iteration 13Q: 3 clusters Score -2285177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2285196.750000 Penalty: 4976.052734
	Iteration 14Q: 3 clusters Score -2285197 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2285208.000000 Penalty: 4976.052734
	Iteration 15Q: 3 clusters Score -2285208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2285225.500000 Penalty: 4976.052734
	Iteration 16Q: 3 clusters Score -2285226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2285229.250000 Penalty: 4976.052734
	Iteration 17Q: 3 clusters Score -2285229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2285232.250000 Penalty: 4976.052734
	Iteration 18Q: 3 clusters Score -2285232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2285235.000000 Penalty: 4976.052734
	Iteration 19Q: 3 clusters Score -2285235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2285234.250000 Penalty: 4976.052734
	Iteration 20F: 3 clusters Score -2285234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2285232.750000 Penalty: 4976.052734
	Iteration 21Q: 3 clusters Score -2285233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2285236.500000 Penalty: 4976.052734
	Iteration 22Q: 3 clusters Score -2285236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2285237.000000 Penalty: 4976.052734
	Iteration 23Q: 3 clusters Score -2285237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2285235.500000 Penalty: 4976.052734
	Iteration 24Q: 3 clusters Score -2285236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2285234.000000 Penalty: 4976.052734
	Iteration 25Q: 3 clusters Score -2285234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2285234.500000 Penalty: 4976.052734
	Iteration 26Q: 3 clusters Score -2285234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2285234.500000 Penalty: 4976.052734
	Iteration 27F: 3 clusters Score -2285234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Entering Unmasked Estep 
Score: -9144915.000000 Penalty: 2819.603027
	Iteration 0F: 2 clusters Score -9144915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -9086681.000000 Penalty: 5639.206055
	Iteration 0F: 3 clusters Score -9086681 nChanged 40748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -9109674.000000 Penalty: 5639.206055
	Iteration 1F: 3 clusters Score -9109674 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -9110396.000000 Penalty: 5639.206055
	Iteration 2Q: 3 clusters Score -9110396 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -9111217.000000 Penalty: 5639.206055
	Iteration 3Q: 3 clusters Score -9111217 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -9112304.000000 Penalty: 5639.206055
	Iteration 4Q: 3 clusters Score -9112304 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -9114024.000000 Penalty: 5639.206055
	Iteration 5Q: 3 clusters Score -9114024 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -9116717.000000 Penalty: 5639.206055
	Iteration 6F: 3 clusters Score -9116717 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 63465 members 
Entering Unmasked Estep 
Score: -9121104.000000 Penalty: 5639.206055
	Iteration 7F: 3 clusters Score -9121104 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -9126906.000000 Penalty: 5639.206055
	Iteration 8F: 3 clusters Score -9126906 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -9133043.000000 Penalty: 5639.206055
	Iteration 9F: 3 clusters Score -9133043 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -9137781.000000 Penalty: 5639.206055
	Iteration 10F: 3 clusters Score -9137781 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -9140425.000000 Penalty: 5639.206055
	Iteration 11Q: 3 clusters Score -9140425 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -9141609.000000 Penalty: 5639.206055
	Iteration 12Q: 3 clusters Score -9141609 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -9142026.000000 Penalty: 5639.206055
	Iteration 13Q: 3 clusters Score -9142026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -9142226.000000 Penalty: 5639.206055
	Iteration 14Q: 3 clusters Score -9142226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 86375 members 
Entering Unmasked Estep 
Score: -9142323.000000 Penalty: 5639.206055
	Iteration 15Q: 3 clusters Score -9142323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 86399 members 
Entering Unmasked Estep 
Score: -9142354.000000 Penalty: 5639.206055
	Iteration 16Q: 3 clusters Score -9142354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 86411 members 
Entering Unmasked Estep 
Score: -9142393.000000 Penalty: 5639.206055
	Iteration 17Q: 3 clusters Score -9142393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -9142399.000000 Penalty: 5639.206055
	Iteration 18Q: 3 clusters Score -9142399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -9142407.000000 Penalty: 5639.206055
	Iteration 19Q: 3 clusters Score -9142407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -9142412.000000 Penalty: 5639.206055
	Iteration 20F: 3 clusters Score -9142412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -9142414.000000 Penalty: 5639.206055
	Iteration 21Q: 3 clusters Score -9142414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -9142421.000000 Penalty: 5639.206055
	Iteration 22Q: 3 clusters Score -9142421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -9142421.000000 Penalty: 5639.206055
	Iteration 23Q: 3 clusters Score -9142421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -9142421.000000 Penalty: 5639.206055
	Iteration 24F: 3 clusters Score -9142421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Entering Unmasked Estep 
Score: -1814250.250000 Penalty: 2421.456543
	Iteration 0F: 2 clusters Score -1814250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1801819.000000 Penalty: 4842.913086
	Iteration 0F: 3 clusters Score -1801819 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1806046.500000 Penalty: 4842.913086
	Iteration 1F: 3 clusters Score -1806046 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1806577.875000 Penalty: 4842.913086
	Iteration 2F: 3 clusters Score -1806578 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1807117.250000 Penalty: 4842.913086
	Iteration 3F: 3 clusters Score -1807117 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1807711.375000 Penalty: 4842.913086
	Iteration 4F: 3 clusters Score -1807711 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1808406.125000 Penalty: 4842.913086
	Iteration 5F: 3 clusters Score -1808406 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1809227.250000 Penalty: 4842.913086
	Iteration 6F: 3 clusters Score -1809227 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1810234.375000 Penalty: 4842.913086
	Iteration 7F: 3 clusters Score -1810234 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1811426.250000 Penalty: 4842.913086
	Iteration 8F: 3 clusters Score -1811426 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1812746.000000 Penalty: 4842.913086
	Iteration 9F: 3 clusters Score -1812746 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1813897.000000 Penalty: 4842.913086
	Iteration 10Q: 3 clusters Score -1813897 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1814441.250000 Penalty: 4842.913086
	Iteration 11Q: 3 clusters Score -1814441 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1814606.625000 Penalty: 4842.913086
	Iteration 12Q: 3 clusters Score -1814607 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1814667.000000 Penalty: 4842.913086
	Iteration 13Q: 3 clusters Score -1814667 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1814690.375000 Penalty: 4842.913086
	Iteration 14Q: 3 clusters Score -1814690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1814698.375000 Penalty: 4842.913086
	Iteration 15Q: 3 clusters Score -1814698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1814714.750000 Penalty: 4842.913086
	Iteration 16Q: 3 clusters Score -1814715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1814724.250000 Penalty: 4842.913086
	Iteration 17Q: 3 clusters Score -1814724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1814728.375000 Penalty: 4842.913086
	Iteration 18Q: 3 clusters Score -1814728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1814726.875000 Penalty: 4842.913086
	Iteration 19Q: 3 clusters Score -1814727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1814731.125000 Penalty: 4842.913086
	Iteration 20F: 3 clusters Score -1814731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1814727.625000 Penalty: 4842.913086
	Iteration 21Q: 3 clusters Score -1814728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1814728.000000 Penalty: 4842.913086
	Iteration 22Q: 3 clusters Score -1814728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1814731.125000 Penalty: 4842.913086
	Iteration 23Q: 3 clusters Score -1814731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1814736.500000 Penalty: 4842.913086
	Iteration 24Q: 3 clusters Score -1814736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1814733.000000 Penalty: 4842.913086
	Iteration 25Q: 3 clusters Score -1814733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1814738.125000 Penalty: 4842.913086
	Iteration 26Q: 3 clusters Score -1814738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1814739.500000 Penalty: 4842.913086
	Iteration 27Q: 3 clusters Score -1814740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1814739.250000 Penalty: 4842.913086
	Iteration 28Q: 3 clusters Score -1814739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1814741.875000 Penalty: 4842.913086
	Iteration 29Q: 3 clusters Score -1814742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1814742.875000 Penalty: 4842.913086
	Iteration 30Q: 3 clusters Score -1814743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1814740.625000 Penalty: 4842.913086
	Iteration 31Q: 3 clusters Score -1814741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1814739.875000 Penalty: 4842.913086
	Iteration 32Q: 3 clusters Score -1814740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1814742.125000 Penalty: 4842.913086
	Iteration 33Q: 3 clusters Score -1814742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1814743.000000 Penalty: 4842.913086
	Iteration 34Q: 3 clusters Score -1814743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1814744.500000 Penalty: 4842.913086
	Iteration 35Q: 3 clusters Score -1814744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1814746.750000 Penalty: 4842.913086
	Iteration 36Q: 3 clusters Score -1814747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1814744.875000 Penalty: 4842.913086
	Iteration 37Q: 3 clusters Score -1814745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1814746.625000 Penalty: 4842.913086
	Iteration 38Q: 3 clusters Score -1814747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1814752.000000 Penalty: 4842.913086
	Iteration 39Q: 3 clusters Score -1814752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1814752.000000 Penalty: 4842.913086
	Iteration 40F: 3 clusters Score -1814752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211888 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 4 contains 36908 members 
Mstep: Class 5 contains 4471 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43482 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 22751 members 
Mstep: Class 12 contains 86627 members 
Mstep: Class 15 contains 12726 members 
Mstep: Class 16 contains 49550 members 
Mstep: Class 18 contains 14116 members 
Mstep: Class 19 contains 192008 members 
Entering Unmasked Estep 
Score: -70028032.000000 Penalty: 43306.667969
Splitting cluster 15 changes total score from -70028328.000000 to -70028032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (49550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Entering Unmasked Estep 
Score: -5150541.500000 Penalty: 2681.062988
	Iteration 0F: 2 clusters Score -5150542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5117000.500000 Penalty: 5362.125977
	Iteration 0F: 3 clusters Score -5117000 nChanged 22910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -5129363.000000 Penalty: 5362.125977
	Iteration 1F: 3 clusters Score -5129363 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -5129840.500000 Penalty: 5362.125977
	Iteration 2Q: 3 clusters Score -5129840 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -5130258.500000 Penalty: 5362.125977
	Iteration 3Q: 3 clusters Score -5130258 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -5130606.000000 Penalty: 5362.125977
	Iteration 4Q: 3 clusters Score -5130606 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -5130906.000000 Penalty: 5362.125977
	Iteration 5Q: 3 clusters Score -5130906 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5131290.000000 Penalty: 5362.125977
	Iteration 6Q: 3 clusters Score -5131290 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5131700.500000 Penalty: 5362.125977
	Iteration 7Q: 3 clusters Score -5131700 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5132343.500000 Penalty: 5362.125977
	Iteration 8Q: 3 clusters Score -5132344 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -5133405.000000 Penalty: 5362.125977
	Iteration 9Q: 3 clusters Score -5133405 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -5135211.000000 Penalty: 5362.125977
	Iteration 10F: 3 clusters Score -5135211 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -5138141.000000 Penalty: 5362.125977
	Iteration 11F: 3 clusters Score -5138141 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5141916.500000 Penalty: 5362.125977
	Iteration 12F: 3 clusters Score -5141916 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5145318.000000 Penalty: 5362.125977
	Iteration 13F: 3 clusters Score -5145318 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5147237.000000 Penalty: 5362.125977
	Iteration 14Q: 3 clusters Score -5147237 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5147811.000000 Penalty: 5362.125977
	Iteration 15Q: 3 clusters Score -5147811 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5147970.000000 Penalty: 5362.125977
	Iteration 16Q: 3 clusters Score -5147970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5148054.500000 Penalty: 5362.125977
	Iteration 17Q: 3 clusters Score -5148054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5148092.000000 Penalty: 5362.125977
	Iteration 18Q: 3 clusters Score -5148092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5148099.000000 Penalty: 5362.125977
	Iteration 19Q: 3 clusters Score -5148099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -5148113.000000 Penalty: 5362.125977
	Iteration 20F: 3 clusters Score -5148113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -5148120.000000 Penalty: 5362.125977
	Iteration 21Q: 3 clusters Score -5148120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5148123.000000 Penalty: 5362.125977
	Iteration 22Q: 3 clusters Score -5148123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5148126.500000 Penalty: 5362.125977
	Iteration 23Q: 3 clusters Score -5148126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5148128.000000 Penalty: 5362.125977
	Iteration 24Q: 3 clusters Score -5148128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5148129.000000 Penalty: 5362.125977
	Iteration 25Q: 3 clusters Score -5148129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5148129.000000 Penalty: 5362.125977
	Iteration 26F: 3 clusters Score -5148129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Entering Unmasked Estep 
Score: -1510180.375000 Penalty: 2369.656006
	Iteration 0F: 2 clusters Score -1510180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1499807.625000 Penalty: 4739.312012
	Iteration 0F: 3 clusters Score -1499808 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1503223.125000 Penalty: 4739.312012
	Iteration 1F: 3 clusters Score -1503223 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1503617.000000 Penalty: 4739.312012
	Iteration 2F: 3 clusters Score -1503617 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1504032.000000 Penalty: 4739.312012
	Iteration 3F: 3 clusters Score -1504032 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1504472.125000 Penalty: 4739.312012
	Iteration 4F: 3 clusters Score -1504472 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1504922.250000 Penalty: 4739.312012
	Iteration 5F: 3 clusters Score -1504922 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1505430.875000 Penalty: 4739.312012
	Iteration 6F: 3 clusters Score -1505431 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1506023.250000 Penalty: 4739.312012
	Iteration 7F: 3 clusters Score -1506023 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1506665.125000 Penalty: 4739.312012
	Iteration 8F: 3 clusters Score -1506665 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1507182.625000 Penalty: 4739.312012
	Iteration 9Q: 3 clusters Score -1507183 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1507500.625000 Penalty: 4739.312012
	Iteration 10Q: 3 clusters Score -1507501 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1507674.500000 Penalty: 4739.312012
	Iteration 11Q: 3 clusters Score -1507674 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1507781.250000 Penalty: 4739.312012
	Iteration 12Q: 3 clusters Score -1507781 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1507839.000000 Penalty: 4739.312012
	Iteration 13Q: 3 clusters Score -1507839 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1507881.500000 Penalty: 4739.312012
	Iteration 14Q: 3 clusters Score -1507882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1507906.500000 Penalty: 4739.312012
	Iteration 15Q: 3 clusters Score -1507906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1507921.750000 Penalty: 4739.312012
	Iteration 16Q: 3 clusters Score -1507922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1507932.750000 Penalty: 4739.312012
	Iteration 17Q: 3 clusters Score -1507933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1507942.500000 Penalty: 4739.312012
	Iteration 18Q: 3 clusters Score -1507942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1507946.750000 Penalty: 4739.312012
	Iteration 19Q: 3 clusters Score -1507947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1507958.375000 Penalty: 4739.312012
	Iteration 20F: 3 clusters Score -1507958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1507962.875000 Penalty: 4739.312012
	Iteration 21Q: 3 clusters Score -1507963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1507976.625000 Penalty: 4739.312012
	Iteration 22Q: 3 clusters Score -1507977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1507992.625000 Penalty: 4739.312012
	Iteration 23Q: 3 clusters Score -1507993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1508002.375000 Penalty: 4739.312012
	Iteration 24Q: 3 clusters Score -1508002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1508018.250000 Penalty: 4739.312012
	Iteration 25Q: 3 clusters Score -1508018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1508030.500000 Penalty: 4739.312012
	Iteration 26Q: 3 clusters Score -1508030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1508044.000000 Penalty: 4739.312012
	Iteration 27Q: 3 clusters Score -1508044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1508047.875000 Penalty: 4739.312012
	Iteration 28Q: 3 clusters Score -1508048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1508055.000000 Penalty: 4739.312012
	Iteration 29Q: 3 clusters Score -1508055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1508059.125000 Penalty: 4739.312012
	Iteration 30Q: 3 clusters Score -1508059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1508062.875000 Penalty: 4739.312012
	Iteration 31Q: 3 clusters Score -1508063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1508062.625000 Penalty: 4739.312012
	Iteration 32Q: 3 clusters Score -1508063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1508063.500000 Penalty: 4739.312012
	Iteration 33Q: 3 clusters Score -1508064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1508063.750000 Penalty: 4739.312012
	Iteration 34Q: 3 clusters Score -1508064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1508064.500000 Penalty: 4739.312012
	Iteration 35Q: 3 clusters Score -1508064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1508067.250000 Penalty: 4739.312012
	Iteration 36Q: 3 clusters Score -1508067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1508065.250000 Penalty: 4739.312012
	Iteration 37Q: 3 clusters Score -1508065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1508067.125000 Penalty: 4739.312012
	Iteration 38Q: 3 clusters Score -1508067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1508068.750000 Penalty: 4739.312012
	Iteration 39Q: 3 clusters Score -1508069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1508073.500000 Penalty: 4739.312012
	Iteration 40F: 3 clusters Score -1508074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1508070.750000 Penalty: 4739.312012
	Iteration 41Q: 3 clusters Score -1508071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1508071.625000 Penalty: 4739.312012
	Iteration 42Q: 3 clusters Score -1508072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1508071.625000 Penalty: 4739.312012
	Iteration 43Q: 3 clusters Score -1508072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1508071.625000 Penalty: 4739.312012
	Iteration 44F: 3 clusters Score -1508072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (192008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192008 members 
Entering Unmasked Estep 
Score: -20059318.000000 Penalty: 3016.992676
	Iteration 0F: 2 clusters Score -2.005932e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -19938390.000000 Penalty: 6033.985352
	Iteration 0F: 3 clusters Score -1.993839e+07 nChanged 92201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 92200 members 
Entering Unmasked Estep 
Score: -19992660.000000 Penalty: 6033.985352
	Iteration 1F: 3 clusters Score -1.999266e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -19994012.000000 Penalty: 6033.985352
	Iteration 2Q: 3 clusters Score -1.999401e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -19995684.000000 Penalty: 6033.985352
	Iteration 3Q: 3 clusters Score -1.999568e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -19998316.000000 Penalty: 6033.985352
	Iteration 4Q: 3 clusters Score -1.999832e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117127 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -20002294.000000 Penalty: 6033.985352
	Iteration 5Q: 3 clusters Score -2.000229e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126344 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -20009064.000000 Penalty: 6033.985352
	Iteration 6F: 3 clusters Score -2.000906e+07 nChanged 12394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136724 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -20017992.000000 Penalty: 6033.985352
	Iteration 7F: 3 clusters Score -2.001799e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146633 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -20027354.000000 Penalty: 6033.985352
	Iteration 8F: 3 clusters Score -2.002735e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153893 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -20034840.000000 Penalty: 6033.985352
	Iteration 9F: 3 clusters Score -2.003484e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158304 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -20039808.000000 Penalty: 6033.985352
	Iteration 10Q: 3 clusters Score -2.003981e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -20042584.000000 Penalty: 6033.985352
	Iteration 11Q: 3 clusters Score -2.004258e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163143 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -20044060.000000 Penalty: 6033.985352
	Iteration 12Q: 3 clusters Score -2.004406e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164984 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -20045258.000000 Penalty: 6033.985352
	Iteration 13Q: 3 clusters Score -2.004526e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166677 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -20046118.000000 Penalty: 6033.985352
	Iteration 14Q: 3 clusters Score -2.004612e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168337 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -20046980.000000 Penalty: 6033.985352
	Iteration 15Q: 3 clusters Score -2.004698e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169899 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -20047780.000000 Penalty: 6033.985352
	Iteration 16Q: 3 clusters Score -2.004778e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -20048304.000000 Penalty: 6033.985352
	Iteration 17Q: 3 clusters Score -2.00483e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172899 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -20048972.000000 Penalty: 6033.985352
	Iteration 18Q: 3 clusters Score -2.004897e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174342 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -20049826.000000 Penalty: 6033.985352
	Iteration 19Q: 3 clusters Score -2.004983e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -20050628.000000 Penalty: 6033.985352
	Iteration 20F: 3 clusters Score -2.005063e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176976 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -20051510.000000 Penalty: 6033.985352
	Iteration 21Q: 3 clusters Score -2.005151e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178210 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -20052306.000000 Penalty: 6033.985352
	Iteration 22Q: 3 clusters Score -2.005231e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179359 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -20053076.000000 Penalty: 6033.985352
	Iteration 23Q: 3 clusters Score -2.005308e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -20053792.000000 Penalty: 6033.985352
	Iteration 24Q: 3 clusters Score -2.005379e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181429 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -20054434.000000 Penalty: 6033.985352
	Iteration 25Q: 3 clusters Score -2.005443e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182298 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -20055068.000000 Penalty: 6033.985352
	Iteration 26Q: 3 clusters Score -2.005507e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183010 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -20055626.000000 Penalty: 6033.985352
	Iteration 27Q: 3 clusters Score -2.005563e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183614 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -20056190.000000 Penalty: 6033.985352
	Iteration 28Q: 3 clusters Score -2.005619e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184118 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2.005661e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184566 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2.005701e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184930 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2.005737e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185189 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2.005761e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185405 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2.005775e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185550 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2.005783e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185654 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2.005793e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185757 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2.005798e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185851 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2.005801e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185923 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2.005804e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185972 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2.005805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186018 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2.005807e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186057 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2.00581e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186083 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2.005808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186115 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2.00581e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186143 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.00581e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186174 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.00581e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186214 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -20058108.000000 Penalty: 6033.985352
	Iteration 46Q: 3 clusters Score -2.005811e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186250 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -20058132.000000 Penalty: 6033.985352
	Iteration 47Q: 3 clusters Score -2.005813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186269 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.005814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186284 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.005812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186295 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2.005813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2.005815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186315 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2.005815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186322 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2.005813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186329 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -20058142.000000 Penalty: 6033.985352
	Iteration 54Q: 3 clusters Score -2.005814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186336 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2.005815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186345 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2.005816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186351 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2.005817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186348 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2.005816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186349 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.005815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186351 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.005816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211888 members 
Mstep: Class 4 contains 36908 members 
Mstep: Class 5 contains 4471 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43482 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 22751 members 
Mstep: Class 12 contains 86627 members 
Mstep: Class 15 contains 17395 members 
Mstep: Class 16 contains 49550 members 
Mstep: Class 18 contains 14116 members 
Mstep: Class 19 contains 192008 members 
Entering Unmasked Estep 
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Iteration 39Q: 13 clusters Score -7.002863e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212362 members 
Mstep: Class 4 contains 37028 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43309 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 22757 members 
Mstep: Class 12 contains 87936 members 
Mstep: Class 15 contains 17332 members 
Mstep: Class 16 contains 49088 members 
Mstep: Class 18 contains 14214 members 
Mstep: Class 19 contains 190684 members 
Entering Unmasked Estep 
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Iteration 40F: 13 clusters Score -7.002838e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212707 members 
Mstep: Class 4 contains 37114 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 43149 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 22766 members 
Mstep: Class 12 contains 89335 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 48638 members 
Mstep: Class 18 contains 14325 members 
Mstep: Class 19 contains 189394 members 
Entering Unmasked Estep 
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Iteration 41Q: 13 clusters Score -7.002851e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212987 members 
Mstep: Class 4 contains 37196 members 
Mstep: Class 5 contains 4530 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 42988 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 22776 members 
Mstep: Class 12 contains 90835 members 
Mstep: Class 15 contains 17225 members 
Mstep: Class 16 contains 48204 members 
Mstep: Class 18 contains 14420 members 
Mstep: Class 19 contains 188037 members 
Entering Unmasked Estep 
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Iteration 42Q: 13 clusters Score -7.002887e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 213191 members 
Mstep: Class 4 contains 37263 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 42810 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 22790 members 
Mstep: Class 12 contains 92357 members 
Mstep: Class 15 contains 17223 members 
Mstep: Class 16 contains 47810 members 
Mstep: Class 18 contains 14505 members 
Mstep: Class 19 contains 186708 members 
Entering Unmasked Estep 
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Iteration 43Q: 13 clusters Score -7.002896e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 213214 members 
Mstep: Class 4 contains 37375 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 42605 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 22796 members 
Mstep: Class 12 contains 93890 members 
Mstep: Class 15 contains 17220 members 
Mstep: Class 16 contains 47448 members 
Mstep: Class 18 contains 14589 members 
Mstep: Class 19 contains 185506 members 
Entering Unmasked Estep 
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Iteration 44Q: 13 clusters Score -7.002898e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 213096 members 
Mstep: Class 4 contains 37470 members 
Mstep: Class 5 contains 4569 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 42342 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 22788 members 
Mstep: Class 12 contains 95456 members 
Mstep: Class 15 contains 17236 members 
Mstep: Class 16 contains 47167 members 
Mstep: Class 18 contains 14659 members 
Mstep: Class 19 contains 184414 members 
Entering Unmasked Estep 
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Iteration 45Q: 13 clusters Score -7.00295e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212916 members 
Mstep: Class 4 contains 37543 members 
Mstep: Class 5 contains 4577 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 42082 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 22786 members 
Mstep: Class 12 contains 97002 members 
Mstep: Class 15 contains 17278 members 
Mstep: Class 16 contains 46886 members 
Mstep: Class 18 contains 14731 members 
Mstep: Class 19 contains 183397 members 
Entering Unmasked Estep 
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Iteration 46Q: 13 clusters Score -7.00298e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212698 members 
Mstep: Class 4 contains 37609 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 41835 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 22774 members 
Mstep: Class 12 contains 98556 members 
Mstep: Class 15 contains 17328 members 
Mstep: Class 16 contains 46619 members 
Mstep: Class 18 contains 14800 members 
Mstep: Class 19 contains 182388 members 
Entering Unmasked Estep 
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Iteration 47Q: 13 clusters Score -7.003019e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212488 members 
Mstep: Class 4 contains 37693 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 41576 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 22766 members 
Mstep: Class 12 contains 100131 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 46339 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 181395 members 
Entering Unmasked Estep 
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Iteration 48Q: 13 clusters Score -7.003066e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212275 members 
Mstep: Class 4 contains 37802 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 41295 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 22755 members 
Mstep: Class 12 contains 101717 members 
Mstep: Class 15 contains 17375 members 
Mstep: Class 16 contains 46022 members 
Mstep: Class 18 contains 14920 members 
Mstep: Class 19 contains 180435 members 
Entering Unmasked Estep 
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Iteration 49Q: 13 clusters Score -7.003154e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 212062 members 
Mstep: Class 4 contains 37885 members 
Mstep: Class 5 contains 4607 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 41035 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 22755 members 
Mstep: Class 12 contains 103310 members 
Mstep: Class 15 contains 17404 members 
Mstep: Class 16 contains 45708 members 
Mstep: Class 18 contains 14967 members 
Mstep: Class 19 contains 179463 members 
Entering Unmasked Estep 
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Iteration 50Q: 13 clusters Score -7.003231e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211842 members 
Mstep: Class 4 contains 37972 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 40760 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 22760 members 
Mstep: Class 12 contains 104919 members 
Mstep: Class 15 contains 17440 members 
Mstep: Class 16 contains 45390 members 
Mstep: Class 18 contains 15033 members 
Mstep: Class 19 contains 178451 members 
Entering Unmasked Estep 
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Iteration 51Q: 13 clusters Score -7.003299e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211586 members 
Mstep: Class 4 contains 38082 members 
Mstep: Class 5 contains 4632 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 40534 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 22754 members 
Mstep: Class 12 contains 106554 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 45087 members 
Mstep: Class 18 contains 15092 members 
Mstep: Class 19 contains 177395 members 
Entering Unmasked Estep 
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Iteration 52Q: 13 clusters Score -7.003382e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211345 members 
Mstep: Class 4 contains 38168 members 
Mstep: Class 5 contains 4637 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 40324 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 22734 members 
Mstep: Class 12 contains 108219 members 
Mstep: Class 15 contains 17526 members 
Mstep: Class 16 contains 44792 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 176308 members 
Entering Unmasked Estep 
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Iteration 53Q: 13 clusters Score -7.00347e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 211142 members 
Mstep: Class 4 contains 38245 members 
Mstep: Class 5 contains 4652 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 40113 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 22716 members 
Mstep: Class 12 contains 109971 members 
Mstep: Class 15 contains 17524 members 
Mstep: Class 16 contains 44487 members 
Mstep: Class 18 contains 15167 members 
Mstep: Class 19 contains 175179 members 
Entering Unmasked Estep 
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Iteration 54Q: 13 clusters Score -7.003538e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210916 members 
Mstep: Class 4 contains 38326 members 
Mstep: Class 5 contains 4653 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 39941 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 22693 members 
Mstep: Class 12 contains 111705 members 
Mstep: Class 15 contains 17489 members 
Mstep: Class 16 contains 44217 members 
Mstep: Class 18 contains 15185 members 
Mstep: Class 19 contains 174073 members 
Entering Unmasked Estep 
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Iteration 55Q: 13 clusters Score -7.003618e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210704 members 
Mstep: Class 4 contains 38389 members 
Mstep: Class 5 contains 4651 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 39781 members 
Mstep: Class 10 contains 1880 members 
Mstep: Class 11 contains 22681 members 
Mstep: Class 12 contains 113412 members 
Mstep: Class 15 contains 17475 members 
Mstep: Class 16 contains 43962 members 
Mstep: Class 18 contains 15206 members 
Mstep: Class 19 contains 172938 members 
Entering Unmasked Estep 
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Iteration 56Q: 13 clusters Score -7.003682e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210536 members 
Mstep: Class 4 contains 38431 members 
Mstep: Class 5 contains 4645 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 39609 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 22675 members 
Mstep: Class 12 contains 115095 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 43736 members 
Mstep: Class 18 contains 15213 members 
Mstep: Class 19 contains 171779 members 
Entering Unmasked Estep 
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Iteration 57Q: 13 clusters Score -7.003771e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210342 members 
Mstep: Class 4 contains 38472 members 
Mstep: Class 5 contains 4649 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 39445 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 22663 members 
Mstep: Class 12 contains 116817 members 
Mstep: Class 15 contains 17448 members 
Mstep: Class 16 contains 43465 members 
Mstep: Class 18 contains 15211 members 
Mstep: Class 19 contains 170683 members 
Entering Unmasked Estep 
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Iteration 58Q: 13 clusters Score -7.003843e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 210155 members 
Mstep: Class 4 contains 38515 members 
Mstep: Class 5 contains 4643 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 39291 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 22644 members 
Mstep: Class 12 contains 118515 members 
Mstep: Class 15 contains 17383 members 
Mstep: Class 16 contains 43221 members 
Mstep: Class 18 contains 15217 members 
Mstep: Class 19 contains 169610 members 
Entering Unmasked Estep 
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Iteration 59Q: 13 clusters Score -7.003927e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 209975 members 
Mstep: Class 4 contains 38529 members 
Mstep: Class 5 contains 4627 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 39136 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 22635 members 
Mstep: Class 12 contains 120278 members 
Mstep: Class 15 contains 17302 members 
Mstep: Class 16 contains 42984 members 
Mstep: Class 18 contains 15199 members 
Mstep: Class 19 contains 168528 members 
Entering Unmasked Estep 
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Iteration 60F: 13 clusters Score -7.004015e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 209850 members 
Mstep: Class 4 contains 38537 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 38960 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22626 members 
Mstep: Class 12 contains 122026 members 
Mstep: Class 15 contains 17270 members 
Mstep: Class 16 contains 42749 members 
Mstep: Class 18 contains 15161 members 
Mstep: Class 19 contains 167404 members 
Entering Unmasked Estep 
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Iteration 61Q: 13 clusters Score -7.004077e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 209646 members 
Mstep: Class 4 contains 38570 members 
Mstep: Class 5 contains 4583 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 38779 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 22613 members 
Mstep: Class 12 contains 123846 members 
Mstep: Class 15 contains 17237 members 
Mstep: Class 16 contains 42540 members 
Mstep: Class 18 contains 15128 members 
Mstep: Class 19 contains 166245 members 
Entering Unmasked Estep 
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Iteration 62Q: 13 clusters Score -7.00417e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 209398 members 
Mstep: Class 4 contains 38598 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 38568 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 22617 members 
Mstep: Class 12 contains 125750 members 
Mstep: Class 15 contains 17243 members 
Mstep: Class 16 contains 42322 members 
Mstep: Class 18 contains 15091 members 
Mstep: Class 19 contains 165033 members 
Entering Unmasked Estep 
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Iteration 63Q: 13 clusters Score -7.004233e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 209084 members 
Mstep: Class 4 contains 38644 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 38361 members 
Mstep: Class 10 contains 1894 members 
Mstep: Class 11 contains 22611 members 
Mstep: Class 12 contains 127613 members 
Mstep: Class 15 contains 17313 members 
Mstep: Class 16 contains 42127 members 
Mstep: Class 18 contains 15069 members 
Mstep: Class 19 contains 163803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70043512.000000 Penalty: 39975.386719
Iteration 64Q: 13 clusters Score -7.004351e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 208803 members 
Mstep: Class 4 contains 38683 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 38116 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 22594 members 
Mstep: Class 12 contains 129455 members 
Mstep: Class 15 contains 17458 members 
Mstep: Class 16 contains 41924 members 
Mstep: Class 18 contains 15037 members 
Mstep: Class 19 contains 162565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044264.000000 Penalty: 39975.386719
Iteration 65Q: 13 clusters Score -7.004426e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 208605 members 
Mstep: Class 4 contains 38695 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 37852 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22576 members 
Mstep: Class 12 contains 131259 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 41701 members 
Mstep: Class 18 contains 14984 members 
Mstep: Class 19 contains 161340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044808.000000 Penalty: 39975.386719
Iteration 66Q: 13 clusters Score -7.004481e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 208470 members 
Mstep: Class 4 contains 38729 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 37576 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22560 members 
Mstep: Class 12 contains 132986 members 
Mstep: Class 15 contains 17822 members 
Mstep: Class 16 contains 41444 members 
Mstep: Class 18 contains 14954 members 
Mstep: Class 19 contains 160092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70045296.000000 Penalty: 39975.386719
Iteration 67Q: 13 clusters Score -7.00453e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 208391 members 
Mstep: Class 4 contains 38752 members 
Mstep: Class 5 contains 4549 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 37309 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22542 members 
Mstep: Class 12 contains 134649 members 
Mstep: Class 15 contains 18020 members 
Mstep: Class 16 contains 41211 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 158835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70045680.000000 Penalty: 39975.386719
Iteration 68Q: 13 clusters Score -7.004568e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 208344 members 
Mstep: Class 4 contains 38790 members 
Mstep: Class 5 contains 4553 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 37063 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22524 members 
Mstep: Class 12 contains 136217 members 
Mstep: Class 15 contains 18222 members 
Mstep: Class 16 contains 40993 members 
Mstep: Class 18 contains 14898 members 
Mstep: Class 19 contains 157584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70046168.000000 Penalty: 39975.386719
Iteration 69Q: 13 clusters Score -7.004617e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 208364 members 
Mstep: Class 4 contains 38817 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 36823 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22523 members 
Mstep: Class 12 contains 137768 members 
Mstep: Class 15 contains 18417 members 
Mstep: Class 16 contains 40738 members 
Mstep: Class 18 contains 14871 members 
Mstep: Class 19 contains 156309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70046576.000000 Penalty: 39975.386719
Iteration 70Q: 13 clusters Score -7.004658e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 208411 members 
Mstep: Class 4 contains 38846 members 
Mstep: Class 5 contains 4553 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 36584 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22525 members 
Mstep: Class 12 contains 139252 members 
Mstep: Class 15 contains 18601 members 
Mstep: Class 16 contains 40500 members 
Mstep: Class 18 contains 14842 members 
Mstep: Class 19 contains 155074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70046784.000000 Penalty: 39975.386719
Iteration 71Q: 13 clusters Score -7.004678e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 208465 members 
Mstep: Class 4 contains 38909 members 
Mstep: Class 5 contains 4544 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 36357 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22522 members 
Mstep: Class 12 contains 140702 members 
Mstep: Class 15 contains 18773 members 
Mstep: Class 16 contains 40278 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 153823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70047256.000000 Penalty: 39975.386719
Iteration 72Q: 13 clusters Score -7.004726e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 208553 members 
Mstep: Class 4 contains 38970 members 
Mstep: Class 5 contains 4531 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 36097 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 22518 members 
Mstep: Class 12 contains 142159 members 
Mstep: Class 15 contains 18947 members 
Mstep: Class 16 contains 40055 members 
Mstep: Class 18 contains 14790 members 
Mstep: Class 19 contains 152569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70047456.000000 Penalty: 39975.386719
Iteration 73Q: 13 clusters Score -7.004746e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 208658 members 
Mstep: Class 4 contains 38973 members 
Mstep: Class 5 contains 4537 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 35900 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 22508 members 
Mstep: Class 12 contains 143674 members 
Mstep: Class 15 contains 19089 members 
Mstep: Class 16 contains 39847 members 
Mstep: Class 18 contains 14751 members 
Mstep: Class 19 contains 151254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048000.000000 Penalty: 39975.386719
Iteration 74Q: 13 clusters Score -7.0048e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 208765 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 4533 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 35697 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 22495 members 
Mstep: Class 12 contains 145152 members 
Mstep: Class 15 contains 19241 members 
Mstep: Class 16 contains 39645 members 
Mstep: Class 18 contains 14716 members 
Mstep: Class 19 contains 149942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048104.000000 Penalty: 39975.386719
Iteration 75Q: 13 clusters Score -7.00481e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 208901 members 
Mstep: Class 4 contains 39015 members 
Mstep: Class 5 contains 4531 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 35505 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 22486 members 
Mstep: Class 12 contains 146633 members 
Mstep: Class 15 contains 19388 members 
Mstep: Class 16 contains 39443 members 
Mstep: Class 18 contains 14671 members 
Mstep: Class 19 contains 148618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048464.000000 Penalty: 39975.386719
Iteration 76Q: 13 clusters Score -7.004846e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 208988 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 35297 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 22483 members 
Mstep: Class 12 contains 148146 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 39221 members 
Mstep: Class 18 contains 14623 members 
Mstep: Class 19 contains 147361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048528.000000 Penalty: 39975.386719
Iteration 77Q: 13 clusters Score -7.004853e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 209078 members 
Mstep: Class 4 contains 38997 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 35074 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 22480 members 
Mstep: Class 12 contains 149577 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 39014 members 
Mstep: Class 18 contains 14585 members 
Mstep: Class 19 contains 146185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048760.000000 Penalty: 39975.386719
Iteration 78Q: 13 clusters Score -7.004876e+07 nChanged 3143
Entering ConstructFrom: 
Score: -70048760.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (209153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209153 members 
Entering Unmasked Estep 
Score: -21893816.000000 Penalty: 3038.203613
	Iteration 0F: 2 clusters Score -2.189382e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104528 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -21759004.000000 Penalty: 6076.407227
	Iteration 0F: 3 clusters Score -2.1759e+07 nChanged 100859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102125 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -21818646.000000 Penalty: 6076.407227
	Iteration 1F: 3 clusters Score -2.181865e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 108035 members 
Entering Unmasked Estep 
Score: -21820248.000000 Penalty: 6076.407227
	Iteration 2Q: 3 clusters Score -2.182025e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -21822076.000000 Penalty: 6076.407227
	Iteration 3Q: 3 clusters Score -2.182208e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97818 members 
Mstep: Class 2 contains 111335 members 
Entering Unmasked Estep 
Score: -21824364.000000 Penalty: 6076.407227
	Iteration 4Q: 3 clusters Score -2.182436e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95258 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -21827084.000000 Penalty: 6076.407227
	Iteration 5Q: 3 clusters Score -2.182708e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 117021 members 
Entering Unmasked Estep 
Score: -21830708.000000 Penalty: 6076.407227
	Iteration 6Q: 3 clusters Score -2.183071e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 120710 members 
Entering Unmasked Estep 
Score: -21835094.000000 Penalty: 6076.407227
	Iteration 7Q: 3 clusters Score -2.183509e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 124775 members 
Entering Unmasked Estep 
Score: -21840954.000000 Penalty: 6076.407227
	Iteration 8F: 3 clusters Score -2.184095e+07 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -21848472.000000 Penalty: 6076.407227
	Iteration 9F: 3 clusters Score -2.184847e+07 nChanged 11910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Mstep: Class 2 contains 131671 members 
Entering Unmasked Estep 
Score: -21857030.000000 Penalty: 6076.407227
	Iteration 10F: 3 clusters Score -2.185703e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 133522 members 
Entering Unmasked Estep 
Score: -21864214.000000 Penalty: 6076.407227
	Iteration 11F: 3 clusters Score -2.186421e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74436 members 
Mstep: Class 2 contains 134717 members 
Entering Unmasked Estep 
Score: -21868480.000000 Penalty: 6076.407227
	Iteration 12Q: 3 clusters Score -2.186848e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 135740 members 
Entering Unmasked Estep 
Score: -21869972.000000 Penalty: 6076.407227
	Iteration 13Q: 3 clusters Score -2.186997e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 136874 members 
Entering Unmasked Estep 
Score: -21870668.000000 Penalty: 6076.407227
	Iteration 14Q: 3 clusters Score -2.187067e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 138053 members 
Entering Unmasked Estep 
Score: -21871250.000000 Penalty: 6076.407227
	Iteration 15Q: 3 clusters Score -2.187125e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 139337 members 
Entering Unmasked Estep 
Score: -21871774.000000 Penalty: 6076.407227
	Iteration 16Q: 3 clusters Score -2.187177e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 140577 members 
Entering Unmasked Estep 
Score: -21872092.000000 Penalty: 6076.407227
	Iteration 17Q: 3 clusters Score -2.187209e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -21872380.000000 Penalty: 6076.407227
	Iteration 18Q: 3 clusters Score -2.187238e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 143255 members 
Entering Unmasked Estep 
Score: -21872708.000000 Penalty: 6076.407227
	Iteration 19Q: 3 clusters Score -2.187271e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -21873022.000000 Penalty: 6076.407227
	Iteration 20F: 3 clusters Score -2.187302e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 145971 members 
Entering Unmasked Estep 
Score: -21873366.000000 Penalty: 6076.407227
	Iteration 21Q: 3 clusters Score -2.187337e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 147426 members 
Entering Unmasked Estep 
Score: -21873686.000000 Penalty: 6076.407227
	Iteration 22Q: 3 clusters Score -2.187369e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 148982 members 
Entering Unmasked Estep 
Score: -21873930.000000 Penalty: 6076.407227
	Iteration 23Q: 3 clusters Score -2.187393e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 150481 members 
Entering Unmasked Estep 
Score: -21874282.000000 Penalty: 6076.407227
	Iteration 24Q: 3 clusters Score -2.187428e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 152006 members 
Entering Unmasked Estep 
Score: -21874702.000000 Penalty: 6076.407227
	Iteration 25Q: 3 clusters Score -2.18747e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 153565 members 
Entering Unmasked Estep 
Score: -21874996.000000 Penalty: 6076.407227
	Iteration 26Q: 3 clusters Score -2.1875e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -21875446.000000 Penalty: 6076.407227
	Iteration 27Q: 3 clusters Score -2.187545e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 156820 members 
Entering Unmasked Estep 
Score: -21875750.000000 Penalty: 6076.407227
	Iteration 28Q: 3 clusters Score -2.187575e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 158539 members 
Entering Unmasked Estep 
Score: -21876278.000000 Penalty: 6076.407227
	Iteration 29Q: 3 clusters Score -2.187628e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 160304 members 
Entering Unmasked Estep 
Score: -21876716.000000 Penalty: 6076.407227
	Iteration 30Q: 3 clusters Score -2.187672e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 162068 members 
Entering Unmasked Estep 
Score: -21877072.000000 Penalty: 6076.407227
	Iteration 31Q: 3 clusters Score -2.187707e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 163977 members 
Entering Unmasked Estep 
Score: -21877654.000000 Penalty: 6076.407227
	Iteration 32Q: 3 clusters Score -2.187765e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -21878078.000000 Penalty: 6076.407227
	Iteration 33Q: 3 clusters Score -2.187808e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 167861 members 
Entering Unmasked Estep 
Score: -21878714.000000 Penalty: 6076.407227
	Iteration 34Q: 3 clusters Score -2.187871e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 169892 members 
Entering Unmasked Estep 
Score: -21879354.000000 Penalty: 6076.407227
	Iteration 35Q: 3 clusters Score -2.187935e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 171909 members 
Entering Unmasked Estep 
Score: -21880098.000000 Penalty: 6076.407227
	Iteration 36Q: 3 clusters Score -2.18801e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 173950 members 
Entering Unmasked Estep 
Score: -21880802.000000 Penalty: 6076.407227
	Iteration 37Q: 3 clusters Score -2.18808e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -21881494.000000 Penalty: 6076.407227
	Iteration 38Q: 3 clusters Score -2.188149e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 178001 members 
Entering Unmasked Estep 
Score: -21882232.000000 Penalty: 6076.407227
	Iteration 39Q: 3 clusters Score -2.188223e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 179987 members 
Entering Unmasked Estep 
Score: -21882998.000000 Penalty: 6076.407227
	Iteration 40F: 3 clusters Score -2.1883e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 181993 members 
Entering Unmasked Estep 
Score: -21883688.000000 Penalty: 6076.407227
	Iteration 41Q: 3 clusters Score -2.188369e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 183990 members 
Entering Unmasked Estep 
Score: -21884446.000000 Penalty: 6076.407227
	Iteration 42Q: 3 clusters Score -2.188445e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 185908 members 
Entering Unmasked Estep 
Score: -21885146.000000 Penalty: 6076.407227
	Iteration 43Q: 3 clusters Score -2.188515e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 187836 members 
Entering Unmasked Estep 
Score: -21885916.000000 Penalty: 6076.407227
	Iteration 44Q: 3 clusters Score -2.188592e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 189660 members 
Entering Unmasked Estep 
Score: -21886564.000000 Penalty: 6076.407227
	Iteration 45Q: 3 clusters Score -2.188656e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 191453 members 
Entering Unmasked Estep 
Score: -21887244.000000 Penalty: 6076.407227
	Iteration 46Q: 3 clusters Score -2.188724e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 193210 members 
Entering Unmasked Estep 
Score: -21887932.000000 Penalty: 6076.407227
	Iteration 47Q: 3 clusters Score -2.188793e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 194887 members 
Entering Unmasked Estep 
Score: -21888634.000000 Penalty: 6076.407227
	Iteration 48Q: 3 clusters Score -2.188863e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 196454 members 
Entering Unmasked Estep 
Score: -21889364.000000 Penalty: 6076.407227
	Iteration 49Q: 3 clusters Score -2.188936e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 197972 members 
Entering Unmasked Estep 
Score: -21890070.000000 Penalty: 6076.407227
	Iteration 50Q: 3 clusters Score -2.189007e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 199422 members 
Entering Unmasked Estep 
Score: -21890606.000000 Penalty: 6076.407227
	Iteration 51Q: 3 clusters Score -2.189061e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 200791 members 
Entering Unmasked Estep 
Score: -21890926.000000 Penalty: 6076.407227
	Iteration 52Q: 3 clusters Score -2.189093e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 202030 members 
Entering Unmasked Estep 
Score: -21891048.000000 Penalty: 6076.407227
	Iteration 53Q: 3 clusters Score -2.189105e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 203106 members 
Entering Unmasked Estep 
Score: -21891244.000000 Penalty: 6076.407227
	Iteration 54Q: 3 clusters Score -2.189124e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 204010 members 
Entering Unmasked Estep 
Score: -21891378.000000 Penalty: 6076.407227
	Iteration 55Q: 3 clusters Score -2.189138e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 204751 members 
Entering Unmasked Estep 
Score: -21891390.000000 Penalty: 6076.407227
	Iteration 56Q: 3 clusters Score -2.189139e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 205330 members 
Entering Unmasked Estep 
Score: -21891444.000000 Penalty: 6076.407227
	Iteration 57Q: 3 clusters Score -2.189144e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 205786 members 
Entering Unmasked Estep 
Score: -21891476.000000 Penalty: 6076.407227
	Iteration 58Q: 3 clusters Score -2.189148e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 206171 members 
Entering Unmasked Estep 
Score: -21891470.000000 Penalty: 6076.407227
	Iteration 59Q: 3 clusters Score -2.189147e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 206449 members 
Entering Unmasked Estep 
Score: -21891456.000000 Penalty: 6076.407227
	Iteration 60F: 3 clusters Score -2.189146e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 206677 members 
Entering Unmasked Estep 
Score: -21891508.000000 Penalty: 6076.407227
	Iteration 61Q: 3 clusters Score -2.189151e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 206854 members 
Entering Unmasked Estep 
Score: -21891534.000000 Penalty: 6076.407227
	Iteration 62Q: 3 clusters Score -2.189153e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 207002 members 
Entering Unmasked Estep 
Score: -21891578.000000 Penalty: 6076.407227
	Iteration 63Q: 3 clusters Score -2.189158e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 207134 members 
Entering Unmasked Estep 
Score: -21891594.000000 Penalty: 6076.407227
	Iteration 64Q: 3 clusters Score -2.189159e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 207268 members 
Entering Unmasked Estep 
Score: -21891594.000000 Penalty: 6076.407227
	Iteration 65Q: 3 clusters Score -2.189159e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 207370 members 
Entering Unmasked Estep 
Score: -21891594.000000 Penalty: 6076.407227
	Iteration 66Q: 3 clusters Score -2.189159e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 207458 members 
Entering Unmasked Estep 
Score: -21891632.000000 Penalty: 6076.407227
	Iteration 67Q: 3 clusters Score -2.189163e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 207520 members 
Entering Unmasked Estep 
Score: -21891628.000000 Penalty: 6076.407227
	Iteration 68Q: 3 clusters Score -2.189163e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 207581 members 
Entering Unmasked Estep 
Score: -21891616.000000 Penalty: 6076.407227
	Iteration 69Q: 3 clusters Score -2.189162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 207630 members 
Entering Unmasked Estep 
Score: -21891636.000000 Penalty: 6076.407227
	Iteration 70Q: 3 clusters Score -2.189164e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 207678 members 
Entering Unmasked Estep 
Score: -21891680.000000 Penalty: 6076.407227
	Iteration 71Q: 3 clusters Score -2.189168e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 207726 members 
Entering Unmasked Estep 
Score: -21891666.000000 Penalty: 6076.407227
	Iteration 72Q: 3 clusters Score -2.189167e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 207763 members 
Entering Unmasked Estep 
Score: -21891698.000000 Penalty: 6076.407227
	Iteration 73Q: 3 clusters Score -2.18917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 207793 members 
Entering Unmasked Estep 
Score: -21891714.000000 Penalty: 6076.407227
	Iteration 74Q: 3 clusters Score -2.189171e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 207817 members 
Entering Unmasked Estep 
Score: -21891710.000000 Penalty: 6076.407227
	Iteration 75Q: 3 clusters Score -2.189171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 207831 members 
Entering Unmasked Estep 
Score: -21891708.000000 Penalty: 6076.407227
	Iteration 76Q: 3 clusters Score -2.189171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 207851 members 
Entering Unmasked Estep 
Score: -21891710.000000 Penalty: 6076.407227
	Iteration 77Q: 3 clusters Score -2.189171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 207873 members 
Entering Unmasked Estep 
Score: -21891726.000000 Penalty: 6076.407227
	Iteration 78Q: 3 clusters Score -2.189173e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 207892 members 
Entering Unmasked Estep 
Score: -21891722.000000 Penalty: 6076.407227
	Iteration 79Q: 3 clusters Score -2.189172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 207903 members 
Entering Unmasked Estep 
Score: -21891726.000000 Penalty: 6076.407227
	Iteration 80F: 3 clusters Score -2.189173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 207914 members 
Entering Unmasked Estep 
Score: -21891734.000000 Penalty: 6076.407227
	Iteration 81Q: 3 clusters Score -2.189173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 207923 members 
Entering Unmasked Estep 
Score: -21891744.000000 Penalty: 6076.407227
	Iteration 82Q: 3 clusters Score -2.189174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 207931 members 
Entering Unmasked Estep 
Score: -21891744.000000 Penalty: 6076.407227
	Iteration 83Q: 3 clusters Score -2.189174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 207941 members 
Entering Unmasked Estep 
Score: -21891734.000000 Penalty: 6076.407227
	Iteration 84Q: 3 clusters Score -2.189173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 207958 members 
Entering Unmasked Estep 
Score: -21891744.000000 Penalty: 6076.407227
	Iteration 85Q: 3 clusters Score -2.189174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 207971 members 
Entering Unmasked Estep 
Score: -21891726.000000 Penalty: 6076.407227
	Iteration 86Q: 3 clusters Score -2.189173e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 207992 members 
Entering Unmasked Estep 
Score: -21891754.000000 Penalty: 6076.407227
	Iteration 87Q: 3 clusters Score -2.189175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 208002 members 
Entering Unmasked Estep 
Score: -21891766.000000 Penalty: 6076.407227
	Iteration 88Q: 3 clusters Score -2.189177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 208010 members 
Entering Unmasked Estep 
Score: -21891754.000000 Penalty: 6076.407227
	Iteration 89Q: 3 clusters Score -2.189175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 208014 members 
Entering Unmasked Estep 
Score: -21891744.000000 Penalty: 6076.407227
	Iteration 90Q: 3 clusters Score -2.189174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 208016 members 
Entering Unmasked Estep 
Score: -21891748.000000 Penalty: 6076.407227
	Iteration 91Q: 3 clusters Score -2.189175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 208012 members 
Entering Unmasked Estep 
Score: -21891760.000000 Penalty: 6076.407227
	Iteration 92Q: 3 clusters Score -2.189176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 208014 members 
Entering Unmasked Estep 
Score: -21891766.000000 Penalty: 6076.407227
	Iteration 93Q: 3 clusters Score -2.189177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 208012 members 
Entering Unmasked Estep 
Score: -21891762.000000 Penalty: 6076.407227
	Iteration 94Q: 3 clusters Score -2.189176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 208013 members 
Entering Unmasked Estep 
Score: -21891756.000000 Penalty: 6076.407227
	Iteration 95Q: 3 clusters Score -2.189176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 208016 members 
Entering Unmasked Estep 
Score: -21891764.000000 Penalty: 6076.407227
	Iteration 96Q: 3 clusters Score -2.189176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -21891750.000000 Penalty: 6076.407227
	Iteration 97Q: 3 clusters Score -2.189175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 208021 members 
Entering Unmasked Estep 
Score: -21891750.000000 Penalty: 6076.407227
	Iteration 98F: 3 clusters Score -2.189175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Entering Unmasked Estep 
Score: -4069444.750000 Penalty: 2621.730957
	Iteration 0F: 2 clusters Score -4069445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4043040.750000 Penalty: 5243.461914
	Iteration 0F: 3 clusters Score -4043041 nChanged 17862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4052933.500000 Penalty: 5243.461914
	Iteration 1F: 3 clusters Score -4052934 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -4053504.500000 Penalty: 5243.461914
	Iteration 2Q: 3 clusters Score -4053504 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4054061.500000 Penalty: 5243.461914
	Iteration 3Q: 3 clusters Score -4054062 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4054753.500000 Penalty: 5243.461914
	Iteration 4Q: 3 clusters Score -4054754 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4055646.750000 Penalty: 5243.461914
	Iteration 5Q: 3 clusters Score -4055647 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4056870.000000 Penalty: 5243.461914
	Iteration 6F: 3 clusters Score -4056870 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4058548.750000 Penalty: 5243.461914
	Iteration 7F: 3 clusters Score -4058549 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4060548.000000 Penalty: 5243.461914
	Iteration 8F: 3 clusters Score -4060548 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -4062421.000000 Penalty: 5243.461914
	Iteration 9F: 3 clusters Score -4062421 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4063791.750000 Penalty: 5243.461914
	Iteration 10F: 3 clusters Score -4063792 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4064799.250000 Penalty: 5243.461914
	Iteration 11Q: 3 clusters Score -4064799 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4065840.250000 Penalty: 5243.461914
	Iteration 12Q: 3 clusters Score -4065840 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4066483.250000 Penalty: 5243.461914
	Iteration 13Q: 3 clusters Score -4066483 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4066856.250000 Penalty: 5243.461914
	Iteration 14Q: 3 clusters Score -4066856 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4067091.250000 Penalty: 5243.461914
	Iteration 15Q: 3 clusters Score -4067091 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4067279.000000 Penalty: 5243.461914
	Iteration 16Q: 3 clusters Score -4067279 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -4067416.500000 Penalty: 5243.461914
	Iteration 17Q: 3 clusters Score -4067416 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4067469.000000 Penalty: 5243.461914
	Iteration 18Q: 3 clusters Score -4067469 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -4067517.250000 Penalty: 5243.461914
	Iteration 19Q: 3 clusters Score -4067517 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4067562.000000 Penalty: 5243.461914
	Iteration 20F: 3 clusters Score -4067562 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -4067603.250000 Penalty: 5243.461914
	Iteration 21Q: 3 clusters Score -4067603 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4067644.500000 Penalty: 5243.461914
	Iteration 22Q: 3 clusters Score -4067644 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -4067660.250000 Penalty: 5243.461914
	Iteration 23Q: 3 clusters Score -4067660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4067683.000000 Penalty: 5243.461914
	Iteration 24Q: 3 clusters Score -4067683 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4067706.000000 Penalty: 5243.461914
	Iteration 25Q: 3 clusters Score -4067706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4067745.000000 Penalty: 5243.461914
	Iteration 26Q: 3 clusters Score -4067745 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4067758.250000 Penalty: 5243.461914
	Iteration 27Q: 3 clusters Score -4067758 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4067796.750000 Penalty: 5243.461914
	Iteration 28Q: 3 clusters Score -4067797 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4067800.500000 Penalty: 5243.461914
	Iteration 29Q: 3 clusters Score -4067800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4067801.500000 Penalty: 5243.461914
	Iteration 30Q: 3 clusters Score -4067802 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4067813.250000 Penalty: 5243.461914
	Iteration 31Q: 3 clusters Score -4067813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4067845.750000 Penalty: 5243.461914
	Iteration 32Q: 3 clusters Score -4067846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4067854.000000 Penalty: 5243.461914
	Iteration 33Q: 3 clusters Score -4067854 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4067867.250000 Penalty: 5243.461914
	Iteration 34Q: 3 clusters Score -4067867 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4067871.750000 Penalty: 5243.461914
	Iteration 35Q: 3 clusters Score -4067872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -4067886.500000 Penalty: 5243.461914
	Iteration 36Q: 3 clusters Score -4067886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -4067896.500000 Penalty: 5243.461914
	Iteration 37Q: 3 clusters Score -4067896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -4067896.500000 Penalty: 5243.461914
	Iteration 38Q: 3 clusters Score -4067896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4067911.250000 Penalty: 5243.461914
	Iteration 39Q: 3 clusters Score -4067911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4067915.500000 Penalty: 5243.461914
	Iteration 40F: 3 clusters Score -4067916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4067926.500000 Penalty: 5243.461914
	Iteration 41Q: 3 clusters Score -4067926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4067933.250000 Penalty: 5243.461914
	Iteration 42Q: 3 clusters Score -4067933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -4067933.750000 Penalty: 5243.461914
	Iteration 43Q: 3 clusters Score -4067934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -4067929.000000 Penalty: 5243.461914
	Iteration 44Q: 3 clusters Score -4067929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -4067937.750000 Penalty: 5243.461914
	Iteration 45Q: 3 clusters Score -4067938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -4067951.000000 Penalty: 5243.461914
	Iteration 46Q: 3 clusters Score -4067951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4067950.750000 Penalty: 5243.461914
	Iteration 47Q: 3 clusters Score -4067951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4067958.250000 Penalty: 5243.461914
	Iteration 48Q: 3 clusters Score -4067958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4067973.750000 Penalty: 5243.461914
	Iteration 49Q: 3 clusters Score -4067974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -4067977.000000 Penalty: 5243.461914
	Iteration 50Q: 3 clusters Score -4067977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -4067976.250000 Penalty: 5243.461914
	Iteration 51Q: 3 clusters Score -4067976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4067976.000000 Penalty: 5243.461914
	Iteration 52Q: 3 clusters Score -4067976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -4067981.250000 Penalty: 5243.461914
	Iteration 53Q: 3 clusters Score -4067981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4067981.750000 Penalty: 5243.461914
	Iteration 54Q: 3 clusters Score -4067982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4067997.750000 Penalty: 5243.461914
	Iteration 55Q: 3 clusters Score -4067998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -4068001.000000 Penalty: 5243.461914
	Iteration 56Q: 3 clusters Score -4068001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4068003.750000 Penalty: 5243.461914
	Iteration 57Q: 3 clusters Score -4068004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -4068007.000000 Penalty: 5243.461914
	Iteration 58Q: 3 clusters Score -4068007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4068006.500000 Penalty: 5243.461914
	Iteration 59Q: 3 clusters Score -4068006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -4067995.750000 Penalty: 5243.461914
	Iteration 60F: 3 clusters Score -4067996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -4068012.250000 Penalty: 5243.461914
	Iteration 61Q: 3 clusters Score -4068012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4068013.500000 Penalty: 5243.461914
	Iteration 62Q: 3 clusters Score -4068014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4068020.000000 Penalty: 5243.461914
	Iteration 63Q: 3 clusters Score -4068020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4068017.750000 Penalty: 5243.461914
	Iteration 64Q: 3 clusters Score -4068018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4068016.750000 Penalty: 5243.461914
	Iteration 65Q: 3 clusters Score -4068017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -4068013.250000 Penalty: 5243.461914
	Iteration 66Q: 3 clusters Score -4068013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -4068018.500000 Penalty: 5243.461914
	Iteration 67Q: 3 clusters Score -4068018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4068021.500000 Penalty: 5243.461914
	Iteration 68Q: 3 clusters Score -4068022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -4068019.000000 Penalty: 5243.461914
	Iteration 69Q: 3 clusters Score -4068019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4068014.000000 Penalty: 5243.461914
	Iteration 70Q: 3 clusters Score -4068014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4068015.500000 Penalty: 5243.461914
	Iteration 71Q: 3 clusters Score -4068016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -4068015.250000 Penalty: 5243.461914
	Iteration 72Q: 3 clusters Score -4068015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4068017.000000 Penalty: 5243.461914
	Iteration 73Q: 3 clusters Score -4068017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -4068023.250000 Penalty: 5243.461914
	Iteration 74Q: 3 clusters Score -4068023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -4068019.500000 Penalty: 5243.461914
	Iteration 75Q: 3 clusters Score -4068020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -4068026.500000 Penalty: 5243.461914
	Iteration 76Q: 3 clusters Score -4068026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4068031.250000 Penalty: 5243.461914
	Iteration 77Q: 3 clusters Score -4068031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4068032.000000 Penalty: 5243.461914
	Iteration 78Q: 3 clusters Score -4068032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4068027.750000 Penalty: 5243.461914
	Iteration 79Q: 3 clusters Score -4068028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -4068028.250000 Penalty: 5243.461914
	Iteration 80F: 3 clusters Score -4068028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4068031.500000 Penalty: 5243.461914
	Iteration 81Q: 3 clusters Score -4068032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4068033.500000 Penalty: 5243.461914
	Iteration 82Q: 3 clusters Score -4068034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4068032.000000 Penalty: 5243.461914
	Iteration 83Q: 3 clusters Score -4068032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4068033.500000 Penalty: 5243.461914
	Iteration 84Q: 3 clusters Score -4068034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4068033.500000 Penalty: 5243.461914
	Iteration 85F: 3 clusters Score -4068034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Entering Unmasked Estep 
Score: -455546.562500 Penalty: 2086.134521
	Iteration 0F: 2 clusters Score -455546.6 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 2226 members 
Entering Unmasked Estep 
Score: -451334.218750 Penalty: 4172.269043
	Iteration 0F: 3 clusters Score -451334.2 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -452426.781250 Penalty: 4172.269043
	Iteration 1F: 3 clusters Score -452426.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -452678.812500 Penalty: 4172.269043
	Iteration 2F: 3 clusters Score -452678.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -452862.656250 Penalty: 4172.269043
	Iteration 3F: 3 clusters Score -452862.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -453016.625000 Penalty: 4172.269043
	Iteration 4F: 3 clusters Score -453016.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -453139.781250 Penalty: 4172.269043
	Iteration 5Q: 3 clusters Score -453139.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -453237.406250 Penalty: 4172.269043
	Iteration 6Q: 3 clusters Score -453237.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -453337.781250 Penalty: 4172.269043
	Iteration 7Q: 3 clusters Score -453337.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -453412.000000 Penalty: 4172.269043
	Iteration 8Q: 3 clusters Score -453412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -453494.500000 Penalty: 4172.269043
	Iteration 9Q: 3 clusters Score -453494.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -453552.531250 Penalty: 4172.269043
	Iteration 10Q: 3 clusters Score -453552.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -453596.875000 Penalty: 4172.269043
	Iteration 11Q: 3 clusters Score -453596.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -453641.406250 Penalty: 4172.269043
	Iteration 12Q: 3 clusters Score -453641.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -453679.468750 Penalty: 4172.269043
	Iteration 13Q: 3 clusters Score -453679.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -453713.343750 Penalty: 4172.269043
	Iteration 14Q: 3 clusters Score -453713.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -453735.937500 Penalty: 4172.269043
	Iteration 15Q: 3 clusters Score -453735.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -453756.031250 Penalty: 4172.269043
	Iteration 16Q: 3 clusters Score -453756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -453778.093750 Penalty: 4172.269043
	Iteration 17Q: 3 clusters Score -453778.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -453800.562500 Penalty: 4172.269043
	Iteration 18Q: 3 clusters Score -453800.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -453821.437500 Penalty: 4172.269043
	Iteration 19Q: 3 clusters Score -453821.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -453836.937500 Penalty: 4172.269043
	Iteration 20F: 3 clusters Score -453836.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -453845.437500 Penalty: 4172.269043
	Iteration 21Q: 3 clusters Score -453845.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -453852.687500 Penalty: 4172.269043
	Iteration 22Q: 3 clusters Score -453852.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -453860.031250 Penalty: 4172.269043
	Iteration 23Q: 3 clusters Score -453860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -453870.843750 Penalty: 4172.269043
	Iteration 24Q: 3 clusters Score -453870.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -453876.968750 Penalty: 4172.269043
	Iteration 25Q: 3 clusters Score -453877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -453883.437500 Penalty: 4172.269043
	Iteration 26Q: 3 clusters Score -453883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -453887.656250 Penalty: 4172.269043
	Iteration 27Q: 3 clusters Score -453887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -453890.687500 Penalty: 4172.269043
	Iteration 28Q: 3 clusters Score -453890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -453891.906250 Penalty: 4172.269043
	Iteration 29Q: 3 clusters Score -453891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -453894.000000 Penalty: 4172.269043
	Iteration 30Q: 3 clusters Score -453894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -453897.312500 Penalty: 4172.269043
	Iteration 31Q: 3 clusters Score -453897.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -453897.812500 Penalty: 4172.269043
	Iteration 32Q: 3 clusters Score -453897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -453898.281250 Penalty: 4172.269043
	Iteration 33Q: 3 clusters Score -453898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -453899.281250 Penalty: 4172.269043
	Iteration 34Q: 3 clusters Score -453899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -453899.125000 Penalty: 4172.269043
	Iteration 35Q: 3 clusters Score -453899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -453900.500000 Penalty: 4172.269043
	Iteration 36Q: 3 clusters Score -453900.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -453900.625000 Penalty: 4172.269043
	Iteration 37Q: 3 clusters Score -453900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -453901.281250 Penalty: 4172.269043
	Iteration 38Q: 3 clusters Score -453901.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -453900.906250 Penalty: 4172.269043
	Iteration 39Q: 3 clusters Score -453900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -453901.312500 Penalty: 4172.269043
	Iteration 40F: 3 clusters Score -453901.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -71769.781250 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -71769.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70083.140625 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -70083.14 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70713.585938 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -70713.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71239.773438 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -71239.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71650.218750 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -71650.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -71789.453125 Penalty: 3305.546875
	Iteration 4F: 3 clusters Score -71789.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -71879.375000 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -71879.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -71922.132812 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -71922.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -71939.421875 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -71939.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -71975.125000 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -71975.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -71988.632812 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -71988.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -71991.945312 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -71991.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -71991.945312 Penalty: 3305.546875
	Iteration 11F: 3 clusters Score -71991.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 209153 members 
Mstep: Class 2 contains 110 members 
Mstep: Class 4 contains 39007 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 8 contains 674 members 
Mstep: Class 9 contains 34860 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 12 contains 150932 members 
Mstep: Class 15 contains 19825 members 
Mstep: Class 16 contains 38820 members 
Mstep: Class 18 contains 14558 members 
Mstep: Class 19 contains 145066 members 
Entering Unmasked Estep 
Score: -70047584.000000 Penalty: 43306.667969
Splitting cluster 8 changes total score from -70048760.000000 to -70047584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (34860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Entering Unmasked Estep 
Score: -3695426.500000 Penalty: 2593.855469
	Iteration 0F: 2 clusters Score -3695426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3671494.000000 Penalty: 5187.710938
	Iteration 0F: 3 clusters Score -3671494 nChanged 15844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3680388.500000 Penalty: 5187.710938
	Iteration 1F: 3 clusters Score -3680388 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3681078.500000 Penalty: 5187.710938
	Iteration 2Q: 3 clusters Score -3681078 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -3681949.000000 Penalty: 5187.710938
	Iteration 3F: 3 clusters Score -3681949 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3683040.250000 Penalty: 5187.710938
	Iteration 4F: 3 clusters Score -3683040 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3684407.500000 Penalty: 5187.710938
	Iteration 5F: 3 clusters Score -3684408 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -3685974.750000 Penalty: 5187.710938
	Iteration 6F: 3 clusters Score -3685975 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3687502.250000 Penalty: 5187.710938
	Iteration 7F: 3 clusters Score -3687502 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3688777.000000 Penalty: 5187.710938
	Iteration 8F: 3 clusters Score -3688777 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3689715.500000 Penalty: 5187.710938
	Iteration 9Q: 3 clusters Score -3689716 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3690329.500000 Penalty: 5187.710938
	Iteration 10Q: 3 clusters Score -3690330 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3690751.500000 Penalty: 5187.710938
	Iteration 11Q: 3 clusters Score -3690752 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3691077.250000 Penalty: 5187.710938
	Iteration 12Q: 3 clusters Score -3691077 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3691347.500000 Penalty: 5187.710938
	Iteration 13Q: 3 clusters Score -3691348 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3691555.000000 Penalty: 5187.710938
	Iteration 14Q: 3 clusters Score -3691555 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3691715.500000 Penalty: 5187.710938
	Iteration 15Q: 3 clusters Score -3691716 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3691873.750000 Penalty: 5187.710938
	Iteration 16Q: 3 clusters Score -3691874 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3691998.250000 Penalty: 5187.710938
	Iteration 17Q: 3 clusters Score -3691998 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3692105.000000 Penalty: 5187.710938
	Iteration 18Q: 3 clusters Score -3692105 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3692203.000000 Penalty: 5187.710938
	Iteration 19Q: 3 clusters Score -3692203 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3692294.250000 Penalty: 5187.710938
	Iteration 20F: 3 clusters Score -3692294 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3692385.000000 Penalty: 5187.710938
	Iteration 21Q: 3 clusters Score -3692385 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3692478.500000 Penalty: 5187.710938
	Iteration 22Q: 3 clusters Score -3692478 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3692560.750000 Penalty: 5187.710938
	Iteration 23Q: 3 clusters Score -3692561 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3692612.250000 Penalty: 5187.710938
	Iteration 24Q: 3 clusters Score -3692612 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3692680.000000 Penalty: 5187.710938
	Iteration 25Q: 3 clusters Score -3692680 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3692734.500000 Penalty: 5187.710938
	Iteration 26Q: 3 clusters Score -3692734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3692804.500000 Penalty: 5187.710938
	Iteration 27Q: 3 clusters Score -3692804 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3692862.500000 Penalty: 5187.710938
	Iteration 28Q: 3 clusters Score -3692862 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3692910.500000 Penalty: 5187.710938
	Iteration 29Q: 3 clusters Score -3692910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3692953.000000 Penalty: 5187.710938
	Iteration 30Q: 3 clusters Score -3692953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3692994.250000 Penalty: 5187.710938
	Iteration 31Q: 3 clusters Score -3692994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3693032.000000 Penalty: 5187.710938
	Iteration 32Q: 3 clusters Score -3693032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3693057.750000 Penalty: 5187.710938
	Iteration 33Q: 3 clusters Score -3693058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3693079.250000 Penalty: 5187.710938
	Iteration 34Q: 3 clusters Score -3693079 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3693110.500000 Penalty: 5187.710938
	Iteration 35Q: 3 clusters Score -3693110 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3693150.000000 Penalty: 5187.710938
	Iteration 36Q: 3 clusters Score -3693150 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3693175.500000 Penalty: 5187.710938
	Iteration 37Q: 3 clusters Score -3693176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3693187.500000 Penalty: 5187.710938
	Iteration 38Q: 3 clusters Score -3693188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3693207.500000 Penalty: 5187.710938
	Iteration 39Q: 3 clusters Score -3693208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3693227.250000 Penalty: 5187.710938
	Iteration 40F: 3 clusters Score -3693227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3693259.000000 Penalty: 5187.710938
	Iteration 41Q: 3 clusters Score -3693259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3693270.250000 Penalty: 5187.710938
	Iteration 42Q: 3 clusters Score -3693270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3693280.750000 Penalty: 5187.710938
	Iteration 43Q: 3 clusters Score -3693281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3693292.750000 Penalty: 5187.710938
	Iteration 44Q: 3 clusters Score -3693293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3693297.750000 Penalty: 5187.710938
	Iteration 45Q: 3 clusters Score -3693298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3693324.250000 Penalty: 5187.710938
	Iteration 46Q: 3 clusters Score -3693324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3693342.000000 Penalty: 5187.710938
	Iteration 47Q: 3 clusters Score -3693342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3693360.000000 Penalty: 5187.710938
	Iteration 48Q: 3 clusters Score -3693360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3693381.750000 Penalty: 5187.710938
	Iteration 49Q: 3 clusters Score -3693382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3693408.250000 Penalty: 5187.710938
	Iteration 50Q: 3 clusters Score -3693408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3693428.250000 Penalty: 5187.710938
	Iteration 51Q: 3 clusters Score -3693428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3693439.500000 Penalty: 5187.710938
	Iteration 52Q: 3 clusters Score -3693440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3693442.500000 Penalty: 5187.710938
	Iteration 53Q: 3 clusters Score -3693442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3693443.750000 Penalty: 5187.710938
	Iteration 54Q: 3 clusters Score -3693444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3693446.000000 Penalty: 5187.710938
	Iteration 55Q: 3 clusters Score -3693446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3693454.000000 Penalty: 5187.710938
	Iteration 56Q: 3 clusters Score -3693454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3693472.000000 Penalty: 5187.710938
	Iteration 57Q: 3 clusters Score -3693472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3693478.250000 Penalty: 5187.710938
	Iteration 58Q: 3 clusters Score -3693478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3693489.500000 Penalty: 5187.710938
	Iteration 59Q: 3 clusters Score -3693490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3693500.000000 Penalty: 5187.710938
	Iteration 60F: 3 clusters Score -3693500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3693505.750000 Penalty: 5187.710938
	Iteration 61Q: 3 clusters Score -3693506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3693520.750000 Penalty: 5187.710938
	Iteration 62Q: 3 clusters Score -3693521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3693529.000000 Penalty: 5187.710938
	Iteration 63Q: 3 clusters Score -3693529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3693538.750000 Penalty: 5187.710938
	Iteration 64Q: 3 clusters Score -3693539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3693547.250000 Penalty: 5187.710938
	Iteration 65Q: 3 clusters Score -3693547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3693557.250000 Penalty: 5187.710938
	Iteration 66Q: 3 clusters Score -3693557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3693567.500000 Penalty: 5187.710938
	Iteration 67Q: 3 clusters Score -3693568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3693570.250000 Penalty: 5187.710938
	Iteration 68Q: 3 clusters Score -3693570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3693575.250000 Penalty: 5187.710938
	Iteration 69Q: 3 clusters Score -3693575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3693576.250000 Penalty: 5187.710938
	Iteration 70Q: 3 clusters Score -3693576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3693577.250000 Penalty: 5187.710938
	Iteration 71Q: 3 clusters Score -3693577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3693577.250000 Penalty: 5187.710938
	Iteration 72Q: 3 clusters Score -3693577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3693575.500000 Penalty: 5187.710938
	Iteration 73Q: 3 clusters Score -3693576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3693577.750000 Penalty: 5187.710938
	Iteration 74Q: 3 clusters Score -3693578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3693582.000000 Penalty: 5187.710938
	Iteration 75Q: 3 clusters Score -3693582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3693579.000000 Penalty: 5187.710938
	Iteration 76Q: 3 clusters Score -3693579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3693578.250000 Penalty: 5187.710938
	Iteration 77Q: 3 clusters Score -3693578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3693582.750000 Penalty: 5187.710938
	Iteration 78Q: 3 clusters Score -3693583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3693587.750000 Penalty: 5187.710938
	Iteration 79Q: 3 clusters Score -3693588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3693590.250000 Penalty: 5187.710938
	Iteration 80F: 3 clusters Score -3693590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3693588.000000 Penalty: 5187.710938
	Iteration 81Q: 3 clusters Score -3693588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3693586.000000 Penalty: 5187.710938
	Iteration 82Q: 3 clusters Score -3693586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3693591.250000 Penalty: 5187.710938
	Iteration 83Q: 3 clusters Score -3693591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3693594.750000 Penalty: 5187.710938
	Iteration 84Q: 3 clusters Score -3693595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3693595.000000 Penalty: 5187.710938
	Iteration 85Q: 3 clusters Score -3693595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3693598.500000 Penalty: 5187.710938
	Iteration 86Q: 3 clusters Score -3693598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3693596.500000 Penalty: 5187.710938
	Iteration 87Q: 3 clusters Score -3693596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3693596.500000 Penalty: 5187.710938
	Iteration 88F: 3 clusters Score -3693596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -169943.031250 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -169943 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 932 members 
Entering Unmasked Estep 
Score: -167476.984375 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -167477 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -168067.703125 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -168067.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -168456.390625 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -168456.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -168847.281250 Penalty: 3741.726074
	Iteration 3F: 3 clusters Score -168847.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -169115.687500 Penalty: 3741.726074
	Iteration 4F: 3 clusters Score -169115.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -169347.281250 Penalty: 3741.726074
	Iteration 5F: 3 clusters Score -169347.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -169541.781250 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -169541.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -169755.640625 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -169755.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -169899.625000 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -169899.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -170014.671875 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -170014.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -170080.531250 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -170080.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -170212.296875 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -170212.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -170445.812500 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -170445.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -170863.109375 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -170863.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -171087.968750 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -171088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -171102.546875 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -171102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -171103.828125 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -171103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -171103.828125 Penalty: 3741.726074
	Iteration 17F: 3 clusters Score -171103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 209153 members 
Mstep: Class 2 contains 1430 members 
Mstep: Class 4 contains 39007 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 34860 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 12 contains 150932 members 
Mstep: Class 15 contains 19825 members 
Mstep: Class 16 contains 38820 members 
Mstep: Class 18 contains 14558 members 
Mstep: Class 19 contains 145066 members 
Entering Unmasked Estep 
Score: -70048792.000000 Penalty: 43306.667969
Splitting cluster 10 changes total score from -70048760.000000 to -70048792.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 11 (22470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Entering Unmasked Estep 
Score: -2258350.000000 Penalty: 2484.944336
	Iteration 0F: 2 clusters Score -2258350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2242723.750000 Penalty: 4969.888672
	Iteration 0F: 3 clusters Score -2242724 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2248063.250000 Penalty: 4969.888672
	Iteration 1F: 3 clusters Score -2248063 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2248693.500000 Penalty: 4969.888672
	Iteration 2F: 3 clusters Score -2248694 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2249434.750000 Penalty: 4969.888672
	Iteration 3F: 3 clusters Score -2249435 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2250099.000000 Penalty: 4969.888672
	Iteration 4F: 3 clusters Score -2250099 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2250683.500000 Penalty: 4969.888672
	Iteration 5F: 3 clusters Score -2250684 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2251238.500000 Penalty: 4969.888672
	Iteration 6F: 3 clusters Score -2251238 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2251757.000000 Penalty: 4969.888672
	Iteration 7F: 3 clusters Score -2251757 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2252388.000000 Penalty: 4969.888672
	Iteration 8F: 3 clusters Score -2252388 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2253137.750000 Penalty: 4969.888672
	Iteration 9F: 3 clusters Score -2253138 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2253944.750000 Penalty: 4969.888672
	Iteration 10F: 3 clusters Score -2253945 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2254686.250000 Penalty: 4969.888672
	Iteration 11F: 3 clusters Score -2254686 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2255345.500000 Penalty: 4969.888672
	Iteration 12Q: 3 clusters Score -2255346 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2255858.500000 Penalty: 4969.888672
	Iteration 13Q: 3 clusters Score -2255858 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2256290.750000 Penalty: 4969.888672
	Iteration 14Q: 3 clusters Score -2256291 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2256727.250000 Penalty: 4969.888672
	Iteration 15Q: 3 clusters Score -2256727 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2257109.000000 Penalty: 4969.888672
	Iteration 16Q: 3 clusters Score -2257109 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2257382.250000 Penalty: 4969.888672
	Iteration 17Q: 3 clusters Score -2257382 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2257464.250000 Penalty: 4969.888672
	Iteration 18Q: 3 clusters Score -2257464 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2257513.750000 Penalty: 4969.888672
	Iteration 19Q: 3 clusters Score -2257514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2257546.000000 Penalty: 4969.888672
	Iteration 20F: 3 clusters Score -2257546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2257573.250000 Penalty: 4969.888672
	Iteration 21Q: 3 clusters Score -2257573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2257584.250000 Penalty: 4969.888672
	Iteration 22Q: 3 clusters Score -2257584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2257594.500000 Penalty: 4969.888672
	Iteration 23Q: 3 clusters Score -2257594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2257597.750000 Penalty: 4969.888672
	Iteration 24Q: 3 clusters Score -2257598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2257603.000000 Penalty: 4969.888672
	Iteration 25Q: 3 clusters Score -2257603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2257604.750000 Penalty: 4969.888672
	Iteration 26Q: 3 clusters Score -2257605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2257601.000000 Penalty: 4969.888672
	Iteration 27Q: 3 clusters Score -2257601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2257608.750000 Penalty: 4969.888672
	Iteration 28Q: 3 clusters Score -2257609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2257613.250000 Penalty: 4969.888672
	Iteration 29Q: 3 clusters Score -2257613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2257618.750000 Penalty: 4969.888672
	Iteration 30Q: 3 clusters Score -2257619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2257616.500000 Penalty: 4969.888672
	Iteration 31Q: 3 clusters Score -2257616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2257616.750000 Penalty: 4969.888672
	Iteration 32Q: 3 clusters Score -2257617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2257613.750000 Penalty: 4969.888672
	Iteration 33Q: 3 clusters Score -2257614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2257615.250000 Penalty: 4969.888672
	Iteration 34Q: 3 clusters Score -2257615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2257618.250000 Penalty: 4969.888672
	Iteration 35Q: 3 clusters Score -2257618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2257619.750000 Penalty: 4969.888672
	Iteration 36Q: 3 clusters Score -2257620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2257619.250000 Penalty: 4969.888672
	Iteration 37Q: 3 clusters Score -2257619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2257618.250000 Penalty: 4969.888672
	Iteration 38Q: 3 clusters Score -2257618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2257618.250000 Penalty: 4969.888672
	Iteration 39F: 3 clusters Score -2257618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (150932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150932 members 
Entering Unmasked Estep 
Score: -15860189.000000 Penalty: 2957.296875
	Iteration 0F: 2 clusters Score -1.586019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 75842 members 
Entering Unmasked Estep 
Score: -15760723.000000 Penalty: 5914.593750
	Iteration 0F: 3 clusters Score -1.576072e+07 nChanged 71959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -15802794.000000 Penalty: 5914.593750
	Iteration 1F: 3 clusters Score -1.580279e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66531 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -15804775.000000 Penalty: 5914.593750
	Iteration 2Q: 3 clusters Score -1.580478e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -15807908.000000 Penalty: 5914.593750
	Iteration 3Q: 3 clusters Score -1.580791e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -15813463.000000 Penalty: 5914.593750
	Iteration 4F: 3 clusters Score -1.581346e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 108330 members 
Entering Unmasked Estep 
Score: -15823078.000000 Penalty: 5914.593750
	Iteration 5F: 3 clusters Score -1.582308e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 120443 members 
Entering Unmasked Estep 
Score: -15835472.000000 Penalty: 5914.593750
	Iteration 6F: 3 clusters Score -1.583547e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 130168 members 
Entering Unmasked Estep 
Score: -15846420.000000 Penalty: 5914.593750
	Iteration 7F: 3 clusters Score -1.584642e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 135224 members 
Entering Unmasked Estep 
Score: -15852679.000000 Penalty: 5914.593750
	Iteration 8Q: 3 clusters Score -1.585268e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 137368 members 
Entering Unmasked Estep 
Score: -15854999.000000 Penalty: 5914.593750
	Iteration 9Q: 3 clusters Score -1.5855e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 138596 members 
Entering Unmasked Estep 
Score: -15855925.000000 Penalty: 5914.593750
	Iteration 10Q: 3 clusters Score -1.585592e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -15856497.000000 Penalty: 5914.593750
	Iteration 11Q: 3 clusters Score -1.58565e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 140441 members 
Entering Unmasked Estep 
Score: -15856894.000000 Penalty: 5914.593750
	Iteration 12Q: 3 clusters Score -1.585689e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 141201 members 
Entering Unmasked Estep 
Score: -15857207.000000 Penalty: 5914.593750
	Iteration 13Q: 3 clusters Score -1.585721e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 141824 members 
Entering Unmasked Estep 
Score: -15857360.000000 Penalty: 5914.593750
	Iteration 14Q: 3 clusters Score -1.585736e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -15857550.000000 Penalty: 5914.593750
	Iteration 15Q: 3 clusters Score -1.585755e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 142838 members 
Entering Unmasked Estep 
Score: -15857725.000000 Penalty: 5914.593750
	Iteration 16Q: 3 clusters Score -1.585772e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -15857889.000000 Penalty: 5914.593750
	Iteration 17Q: 3 clusters Score -1.585789e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 143633 members 
Entering Unmasked Estep 
Score: -15857959.000000 Penalty: 5914.593750
	Iteration 18Q: 3 clusters Score -1.585796e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 143949 members 
Entering Unmasked Estep 
Score: -15858086.000000 Penalty: 5914.593750
	Iteration 19Q: 3 clusters Score -1.585809e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 144208 members 
Entering Unmasked Estep 
Score: -15858120.000000 Penalty: 5914.593750
	Iteration 20F: 3 clusters Score -1.585812e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 144415 members 
Entering Unmasked Estep 
Score: -15858203.000000 Penalty: 5914.593750
	Iteration 21Q: 3 clusters Score -1.58582e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 144602 members 
Entering Unmasked Estep 
Score: -15858251.000000 Penalty: 5914.593750
	Iteration 22Q: 3 clusters Score -1.585825e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 144778 members 
Entering Unmasked Estep 
Score: -15858305.000000 Penalty: 5914.593750
	Iteration 23Q: 3 clusters Score -1.58583e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 144935 members 
Entering Unmasked Estep 
Score: -15858354.000000 Penalty: 5914.593750
	Iteration 24Q: 3 clusters Score -1.585835e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 145089 members 
Entering Unmasked Estep 
Score: -15858356.000000 Penalty: 5914.593750
	Iteration 25Q: 3 clusters Score -1.585836e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 145222 members 
Entering Unmasked Estep 
Score: -15858404.000000 Penalty: 5914.593750
	Iteration 26Q: 3 clusters Score -1.58584e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 145352 members 
Entering Unmasked Estep 
Score: -15858423.000000 Penalty: 5914.593750
	Iteration 27Q: 3 clusters Score -1.585842e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 145454 members 
Entering Unmasked Estep 
Score: -15858438.000000 Penalty: 5914.593750
	Iteration 28Q: 3 clusters Score -1.585844e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 145564 members 
Entering Unmasked Estep 
Score: -15858434.000000 Penalty: 5914.593750
	Iteration 29Q: 3 clusters Score -1.585843e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -15858444.000000 Penalty: 5914.593750
	Iteration 30Q: 3 clusters Score -1.585844e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 145741 members 
Entering Unmasked Estep 
Score: -15858509.000000 Penalty: 5914.593750
	Iteration 31Q: 3 clusters Score -1.585851e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -15858544.000000 Penalty: 5914.593750
	Iteration 32Q: 3 clusters Score -1.585854e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 145895 members 
Entering Unmasked Estep 
Score: -15858555.000000 Penalty: 5914.593750
	Iteration 33Q: 3 clusters Score -1.585856e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 145958 members 
Entering Unmasked Estep 
Score: -15858553.000000 Penalty: 5914.593750
	Iteration 34Q: 3 clusters Score -1.585855e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 146014 members 
Entering Unmasked Estep 
Score: -15858550.000000 Penalty: 5914.593750
	Iteration 35Q: 3 clusters Score -1.585855e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 146053 members 
Entering Unmasked Estep 
Score: -15858577.000000 Penalty: 5914.593750
	Iteration 36Q: 3 clusters Score -1.585858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 146096 members 
Entering Unmasked Estep 
Score: -15858594.000000 Penalty: 5914.593750
	Iteration 37Q: 3 clusters Score -1.585859e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 146130 members 
Entering Unmasked Estep 
Score: -15858594.000000 Penalty: 5914.593750
	Iteration 38Q: 3 clusters Score -1.585859e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 146159 members 
Entering Unmasked Estep 
Score: -15858579.000000 Penalty: 5914.593750
	Iteration 39Q: 3 clusters Score -1.585858e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 146183 members 
Entering Unmasked Estep 
Score: -15858604.000000 Penalty: 5914.593750
	Iteration 40F: 3 clusters Score -1.58586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
Score: -15858610.000000 Penalty: 5914.593750
	Iteration 41Q: 3 clusters Score -1.585861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 146235 members 
Entering Unmasked Estep 
Score: -15858582.000000 Penalty: 5914.593750
	Iteration 42Q: 3 clusters Score -1.585858e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 146272 members 
Entering Unmasked Estep 
Score: -15858569.000000 Penalty: 5914.593750
	Iteration 43Q: 3 clusters Score -1.585857e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 146302 members 
Entering Unmasked Estep 
Score: -15858592.000000 Penalty: 5914.593750
	Iteration 44Q: 3 clusters Score -1.585859e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 146326 members 
Entering Unmasked Estep 
Score: -15858592.000000 Penalty: 5914.593750
	Iteration 45Q: 3 clusters Score -1.585859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
Score: -15858599.000000 Penalty: 5914.593750
	Iteration 46Q: 3 clusters Score -1.58586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 146354 members 
Entering Unmasked Estep 
Score: -15858591.000000 Penalty: 5914.593750
	Iteration 47Q: 3 clusters Score -1.585859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -15858592.000000 Penalty: 5914.593750
	Iteration 48Q: 3 clusters Score -1.585859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 146375 members 
Entering Unmasked Estep 
Score: -15858596.000000 Penalty: 5914.593750
	Iteration 49Q: 3 clusters Score -1.58586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 146384 members 
Entering Unmasked Estep 
Score: -15858589.000000 Penalty: 5914.593750
	Iteration 50Q: 3 clusters Score -1.585859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 146391 members 
Entering Unmasked Estep 
Score: -15858581.000000 Penalty: 5914.593750
	Iteration 51Q: 3 clusters Score -1.585858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 146402 members 
Entering Unmasked Estep 
Score: -15858588.000000 Penalty: 5914.593750
	Iteration 52Q: 3 clusters Score -1.585859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 146409 members 
Entering Unmasked Estep 
Score: -15858589.000000 Penalty: 5914.593750
	Iteration 53Q: 3 clusters Score -1.585859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 146414 members 
Entering Unmasked Estep 
Score: -15858598.000000 Penalty: 5914.593750
	Iteration 54Q: 3 clusters Score -1.58586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 146417 members 
Entering Unmasked Estep 
Score: -15858597.000000 Penalty: 5914.593750
	Iteration 55Q: 3 clusters Score -1.58586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 146418 members 
Entering Unmasked Estep 
Score: -15858596.000000 Penalty: 5914.593750
	Iteration 56Q: 3 clusters Score -1.58586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 146418 members 
Entering Unmasked Estep 
Score: -15858596.000000 Penalty: 5914.593750
	Iteration 57F: 3 clusters Score -1.58586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Entering Unmasked Estep 
Score: -2078027.000000 Penalty: 2453.885254
	Iteration 0F: 2 clusters Score -2078027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2064056.750000 Penalty: 4907.770508
	Iteration 0F: 3 clusters Score -2064057 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2068797.750000 Penalty: 4907.770508
	Iteration 1F: 3 clusters Score -2068798 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2069212.125000 Penalty: 4907.770508
	Iteration 2F: 3 clusters Score -2069212 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2069558.000000 Penalty: 4907.770508
	Iteration 3Q: 3 clusters Score -2069558 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2069856.750000 Penalty: 4907.770508
	Iteration 4Q: 3 clusters Score -2069857 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2070178.625000 Penalty: 4907.770508
	Iteration 5Q: 3 clusters Score -2070179 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2070517.375000 Penalty: 4907.770508
	Iteration 6Q: 3 clusters Score -2070517 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2070871.375000 Penalty: 4907.770508
	Iteration 7Q: 3 clusters Score -2070871 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2071266.000000 Penalty: 4907.770508
	Iteration 8Q: 3 clusters Score -2071266 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2071721.875000 Penalty: 4907.770508
	Iteration 9Q: 3 clusters Score -2071722 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2072187.000000 Penalty: 4907.770508
	Iteration 10Q: 3 clusters Score -2072187 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2072725.625000 Penalty: 4907.770508
	Iteration 11Q: 3 clusters Score -2072726 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2073220.875000 Penalty: 4907.770508
	Iteration 12Q: 3 clusters Score -2073221 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2073631.125000 Penalty: 4907.770508
	Iteration 13Q: 3 clusters Score -2073631 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2074038.000000 Penalty: 4907.770508
	Iteration 14Q: 3 clusters Score -2074038 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2074351.000000 Penalty: 4907.770508
	Iteration 15Q: 3 clusters Score -2074351 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2074610.875000 Penalty: 4907.770508
	Iteration 16Q: 3 clusters Score -2074611 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2074841.375000 Penalty: 4907.770508
	Iteration 17Q: 3 clusters Score -2074841 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2075054.000000 Penalty: 4907.770508
	Iteration 18Q: 3 clusters Score -2075054 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2075247.500000 Penalty: 4907.770508
	Iteration 19Q: 3 clusters Score -2075248 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2075381.000000 Penalty: 4907.770508
	Iteration 20F: 3 clusters Score -2075381 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2075488.250000 Penalty: 4907.770508
	Iteration 21Q: 3 clusters Score -2075488 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2075586.125000 Penalty: 4907.770508
	Iteration 22Q: 3 clusters Score -2075586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2075664.000000 Penalty: 4907.770508
	Iteration 23Q: 3 clusters Score -2075664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2075724.500000 Penalty: 4907.770508
	Iteration 24Q: 3 clusters Score -2075724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2075780.125000 Penalty: 4907.770508
	Iteration 25Q: 3 clusters Score -2075780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2075809.625000 Penalty: 4907.770508
	Iteration 26Q: 3 clusters Score -2075810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2075836.000000 Penalty: 4907.770508
	Iteration 27Q: 3 clusters Score -2075836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2075850.000000 Penalty: 4907.770508
	Iteration 28Q: 3 clusters Score -2075850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2075868.375000 Penalty: 4907.770508
	Iteration 29Q: 3 clusters Score -2075868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2075878.500000 Penalty: 4907.770508
	Iteration 30Q: 3 clusters Score -2075878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2075890.375000 Penalty: 4907.770508
	Iteration 31Q: 3 clusters Score -2075890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2075899.750000 Penalty: 4907.770508
	Iteration 32Q: 3 clusters Score -2075900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2075904.125000 Penalty: 4907.770508
	Iteration 33Q: 3 clusters Score -2075904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2075911.250000 Penalty: 4907.770508
	Iteration 34Q: 3 clusters Score -2075911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2075915.750000 Penalty: 4907.770508
	Iteration 35Q: 3 clusters Score -2075916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2075919.250000 Penalty: 4907.770508
	Iteration 36Q: 3 clusters Score -2075919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2075922.125000 Penalty: 4907.770508
	Iteration 37Q: 3 clusters Score -2075922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2075921.000000 Penalty: 4907.770508
	Iteration 38Q: 3 clusters Score -2075921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2075924.125000 Penalty: 4907.770508
	Iteration 39Q: 3 clusters Score -2075924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2075924.125000 Penalty: 4907.770508
	Iteration 40F: 3 clusters Score -2075924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Entering Unmasked Estep 
Score: -4032283.000000 Penalty: 2620.539307
	Iteration 0F: 2 clusters Score -4032283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -4005944.000000 Penalty: 5241.078613
	Iteration 0F: 3 clusters Score -4005944 nChanged 17747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4015484.750000 Penalty: 5241.078613
	Iteration 1F: 3 clusters Score -4015485 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4015927.500000 Penalty: 5241.078613
	Iteration 2Q: 3 clusters Score -4015928 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4016335.500000 Penalty: 5241.078613
	Iteration 3Q: 3 clusters Score -4016336 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -4016818.000000 Penalty: 5241.078613
	Iteration 4Q: 3 clusters Score -4016818 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4017381.500000 Penalty: 5241.078613
	Iteration 5Q: 3 clusters Score -4017382 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4018043.500000 Penalty: 5241.078613
	Iteration 6Q: 3 clusters Score -4018044 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -4018985.250000 Penalty: 5241.078613
	Iteration 7Q: 3 clusters Score -4018985 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -4020370.000000 Penalty: 5241.078613
	Iteration 8F: 3 clusters Score -4020370 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4022304.750000 Penalty: 5241.078613
	Iteration 9F: 3 clusters Score -4022305 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -4024516.750000 Penalty: 5241.078613
	Iteration 10F: 3 clusters Score -4024517 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -4026617.250000 Penalty: 5241.078613
	Iteration 11F: 3 clusters Score -4026617 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -4028274.500000 Penalty: 5241.078613
	Iteration 12Q: 3 clusters Score -4028274 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -4029187.750000 Penalty: 5241.078613
	Iteration 13Q: 3 clusters Score -4029188 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -4029569.500000 Penalty: 5241.078613
	Iteration 14Q: 3 clusters Score -4029570 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -4029733.750000 Penalty: 5241.078613
	Iteration 15Q: 3 clusters Score -4029734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4029822.500000 Penalty: 5241.078613
	Iteration 16Q: 3 clusters Score -4029822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -4029865.500000 Penalty: 5241.078613
	Iteration 17Q: 3 clusters Score -4029866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -4029894.750000 Penalty: 5241.078613
	Iteration 18Q: 3 clusters Score -4029895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -4029906.750000 Penalty: 5241.078613
	Iteration 19Q: 3 clusters Score -4029907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -4029919.500000 Penalty: 5241.078613
	Iteration 20F: 3 clusters Score -4029920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -4029929.750000 Penalty: 5241.078613
	Iteration 21Q: 3 clusters Score -4029930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -4029931.000000 Penalty: 5241.078613
	Iteration 22Q: 3 clusters Score -4029931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -4029931.000000 Penalty: 5241.078613
	Iteration 23Q: 3 clusters Score -4029931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -4029934.000000 Penalty: 5241.078613
	Iteration 24Q: 3 clusters Score -4029934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -4029933.250000 Penalty: 5241.078613
	Iteration 25Q: 3 clusters Score -4029933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4029937.750000 Penalty: 5241.078613
	Iteration 26Q: 3 clusters Score -4029938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4029944.250000 Penalty: 5241.078613
	Iteration 27Q: 3 clusters Score -4029944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -4029944.250000 Penalty: 5241.078613
	Iteration 28F: 3 clusters Score -4029944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1557116.875000 Penalty: 2377.302002
	Iteration 0F: 2 clusters Score -1557117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1546545.625000 Penalty: 4754.604004
	Iteration 0F: 3 clusters Score -1546546 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1549926.500000 Penalty: 4754.604004
	Iteration 1F: 3 clusters Score -1549926 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1550362.000000 Penalty: 4754.604004
	Iteration 2F: 3 clusters Score -1550362 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1550737.250000 Penalty: 4754.604004
	Iteration 3F: 3 clusters Score -1550737 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1551132.750000 Penalty: 4754.604004
	Iteration 4F: 3 clusters Score -1551133 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1551638.625000 Penalty: 4754.604004
	Iteration 5F: 3 clusters Score -1551639 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1552217.750000 Penalty: 4754.604004
	Iteration 6F: 3 clusters Score -1552218 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1552902.750000 Penalty: 4754.604004
	Iteration 7F: 3 clusters Score -1552903 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1553576.750000 Penalty: 4754.604004
	Iteration 8F: 3 clusters Score -1553577 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1554109.875000 Penalty: 4754.604004
	Iteration 9Q: 3 clusters Score -1554110 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1554494.375000 Penalty: 4754.604004
	Iteration 10Q: 3 clusters Score -1554494 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1554714.375000 Penalty: 4754.604004
	Iteration 11Q: 3 clusters Score -1554714 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1554860.625000 Penalty: 4754.604004
	Iteration 12Q: 3 clusters Score -1554861 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1554967.500000 Penalty: 4754.604004
	Iteration 13Q: 3 clusters Score -1554968 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1555028.125000 Penalty: 4754.604004
	Iteration 14Q: 3 clusters Score -1555028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1555073.875000 Penalty: 4754.604004
	Iteration 15Q: 3 clusters Score -1555074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1555109.000000 Penalty: 4754.604004
	Iteration 16Q: 3 clusters Score -1555109 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1555131.875000 Penalty: 4754.604004
	Iteration 17Q: 3 clusters Score -1555132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1555154.500000 Penalty: 4754.604004
	Iteration 18Q: 3 clusters Score -1555154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1555160.625000 Penalty: 4754.604004
	Iteration 19Q: 3 clusters Score -1555161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1555170.625000 Penalty: 4754.604004
	Iteration 20F: 3 clusters Score -1555171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1555181.375000 Penalty: 4754.604004
	Iteration 21Q: 3 clusters Score -1555181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1555184.625000 Penalty: 4754.604004
	Iteration 22Q: 3 clusters Score -1555185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1555188.750000 Penalty: 4754.604004
	Iteration 23Q: 3 clusters Score -1555189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1555189.375000 Penalty: 4754.604004
	Iteration 24Q: 3 clusters Score -1555189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1555194.000000 Penalty: 4754.604004
	Iteration 25Q: 3 clusters Score -1555194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1555200.250000 Penalty: 4754.604004
	Iteration 26Q: 3 clusters Score -1555200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1555205.750000 Penalty: 4754.604004
	Iteration 27Q: 3 clusters Score -1555206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1555207.750000 Penalty: 4754.604004
	Iteration 28Q: 3 clusters Score -1555208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1555208.375000 Penalty: 4754.604004
	Iteration 29Q: 3 clusters Score -1555208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1555212.250000 Penalty: 4754.604004
	Iteration 30Q: 3 clusters Score -1555212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1555212.375000 Penalty: 4754.604004
	Iteration 31Q: 3 clusters Score -1555212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1555213.125000 Penalty: 4754.604004
	Iteration 32Q: 3 clusters Score -1555213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -1555214.750000 Penalty: 4754.604004
	Iteration 33Q: 3 clusters Score -1555215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1555215.500000 Penalty: 4754.604004
	Iteration 34Q: 3 clusters Score -1555216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1555213.875000 Penalty: 4754.604004
	Iteration 35Q: 3 clusters Score -1555214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1555214.250000 Penalty: 4754.604004
	Iteration 36Q: 3 clusters Score -1555214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1555214.250000 Penalty: 4754.604004
	Iteration 37F: 3 clusters Score -1555214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (145066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145066 members 
Entering Unmasked Estep 
Score: -15186462.000000 Penalty: 2947.466064
	Iteration 0F: 2 clusters Score -1.518646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -15091142.000000 Penalty: 5894.932129
	Iteration 0F: 3 clusters Score -1.509114e+07 nChanged 69339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -15131908.000000 Penalty: 5894.932129
	Iteration 1F: 3 clusters Score -1.513191e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73080 members 
Mstep: Class 2 contains 71986 members 
Entering Unmasked Estep 
Score: -15133438.000000 Penalty: 5894.932129
	Iteration 2Q: 3 clusters Score -1.513344e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 71894 members 
Entering Unmasked Estep 
Score: -15135119.000000 Penalty: 5894.932129
	Iteration 3Q: 3 clusters Score -1.513512e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 71597 members 
Entering Unmasked Estep 
Score: -15137227.000000 Penalty: 5894.932129
	Iteration 4Q: 3 clusters Score -1.513723e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -15140302.000000 Penalty: 5894.932129
	Iteration 5Q: 3 clusters Score -1.51403e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 70121 members 
Entering Unmasked Estep 
Score: -15144674.000000 Penalty: 5894.932129
	Iteration 6F: 3 clusters Score -1.514467e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -15150128.000000 Penalty: 5894.932129
	Iteration 7F: 3 clusters Score -1.515013e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -15157102.000000 Penalty: 5894.932129
	Iteration 8F: 3 clusters Score -1.51571e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80690 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -15163680.000000 Penalty: 5894.932129
	Iteration 9F: 3 clusters Score -1.516368e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -15167858.000000 Penalty: 5894.932129
	Iteration 10F: 3 clusters Score -1.516786e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -15169851.000000 Penalty: 5894.932129
	Iteration 11Q: 3 clusters Score -1.516985e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85456 members 
Mstep: Class 2 contains 59610 members 
Entering Unmasked Estep 
Score: -15170885.000000 Penalty: 5894.932129
	Iteration 12Q: 3 clusters Score -1.517088e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86809 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -15171855.000000 Penalty: 5894.932129
	Iteration 13Q: 3 clusters Score -1.517186e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -15172576.000000 Penalty: 5894.932129
	Iteration 14Q: 3 clusters Score -1.517258e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -15173208.000000 Penalty: 5894.932129
	Iteration 15Q: 3 clusters Score -1.517321e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -15173779.000000 Penalty: 5894.932129
	Iteration 16Q: 3 clusters Score -1.517378e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -15174411.000000 Penalty: 5894.932129
	Iteration 17Q: 3 clusters Score -1.517441e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -15174886.000000 Penalty: 5894.932129
	Iteration 18Q: 3 clusters Score -1.517489e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -15175300.000000 Penalty: 5894.932129
	Iteration 19Q: 3 clusters Score -1.51753e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -15175646.000000 Penalty: 5894.932129
	Iteration 20F: 3 clusters Score -1.517565e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -15175937.000000 Penalty: 5894.932129
	Iteration 21Q: 3 clusters Score -1.517594e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -15176346.000000 Penalty: 5894.932129
	Iteration 22Q: 3 clusters Score -1.517635e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101081 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -15176681.000000 Penalty: 5894.932129
	Iteration 23Q: 3 clusters Score -1.517668e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102440 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -15176879.000000 Penalty: 5894.932129
	Iteration 24Q: 3 clusters Score -1.517688e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -15177114.000000 Penalty: 5894.932129
	Iteration 25Q: 3 clusters Score -1.517711e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -15177378.000000 Penalty: 5894.932129
	Iteration 26Q: 3 clusters Score -1.517738e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -15177634.000000 Penalty: 5894.932129
	Iteration 27Q: 3 clusters Score -1.517763e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107517 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -15177889.000000 Penalty: 5894.932129
	Iteration 28Q: 3 clusters Score -1.517789e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -15178184.000000 Penalty: 5894.932129
	Iteration 29Q: 3 clusters Score -1.517818e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110019 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -15178441.000000 Penalty: 5894.932129
	Iteration 30Q: 3 clusters Score -1.517844e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111301 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -15178628.000000 Penalty: 5894.932129
	Iteration 31Q: 3 clusters Score -1.517863e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112519 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -15178794.000000 Penalty: 5894.932129
	Iteration 32Q: 3 clusters Score -1.517879e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113682 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -15178978.000000 Penalty: 5894.932129
	Iteration 33Q: 3 clusters Score -1.517898e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -15179167.000000 Penalty: 5894.932129
	Iteration 34Q: 3 clusters Score -1.517917e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116062 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -15179403.000000 Penalty: 5894.932129
	Iteration 35Q: 3 clusters Score -1.51794e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -15179584.000000 Penalty: 5894.932129
	Iteration 36Q: 3 clusters Score -1.517958e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -15179746.000000 Penalty: 5894.932129
	Iteration 37Q: 3 clusters Score -1.517975e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -15179974.000000 Penalty: 5894.932129
	Iteration 38Q: 3 clusters Score -1.517997e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120568 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -15180177.000000 Penalty: 5894.932129
	Iteration 39Q: 3 clusters Score -1.518018e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121642 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -15180363.000000 Penalty: 5894.932129
	Iteration 40F: 3 clusters Score -1.518036e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -15180582.000000 Penalty: 5894.932129
	Iteration 41Q: 3 clusters Score -1.518058e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123602 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -15180795.000000 Penalty: 5894.932129
	Iteration 42Q: 3 clusters Score -1.51808e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124556 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -15180984.000000 Penalty: 5894.932129
	Iteration 43Q: 3 clusters Score -1.518098e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -15181126.000000 Penalty: 5894.932129
	Iteration 44Q: 3 clusters Score -1.518113e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -15181324.000000 Penalty: 5894.932129
	Iteration 45Q: 3 clusters Score -1.518132e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127457 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -15181530.000000 Penalty: 5894.932129
	Iteration 46Q: 3 clusters Score -1.518153e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128375 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -15181733.000000 Penalty: 5894.932129
	Iteration 47Q: 3 clusters Score -1.518173e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129282 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -15181923.000000 Penalty: 5894.932129
	Iteration 48Q: 3 clusters Score -1.518192e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -15182096.000000 Penalty: 5894.932129
	Iteration 49Q: 3 clusters Score -1.51821e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -15182237.000000 Penalty: 5894.932129
	Iteration 50Q: 3 clusters Score -1.518224e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -15182390.000000 Penalty: 5894.932129
	Iteration 51Q: 3 clusters Score -1.518239e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132653 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -15182633.000000 Penalty: 5894.932129
	Iteration 52Q: 3 clusters Score -1.518263e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133465 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -15182922.000000 Penalty: 5894.932129
	Iteration 53Q: 3 clusters Score -1.518292e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -15183143.000000 Penalty: 5894.932129
	Iteration 54Q: 3 clusters Score -1.518314e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134981 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -15183274.000000 Penalty: 5894.932129
	Iteration 55Q: 3 clusters Score -1.518327e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135618 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -15183507.000000 Penalty: 5894.932129
	Iteration 56Q: 3 clusters Score -1.518351e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136173 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -15183591.000000 Penalty: 5894.932129
	Iteration 57Q: 3 clusters Score -1.518359e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136698 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -15183688.000000 Penalty: 5894.932129
	Iteration 58Q: 3 clusters Score -1.518369e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137177 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -15183758.000000 Penalty: 5894.932129
	Iteration 59Q: 3 clusters Score -1.518376e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137615 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -15183796.000000 Penalty: 5894.932129
	Iteration 60F: 3 clusters Score -1.51838e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138016 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -15183892.000000 Penalty: 5894.932129
	Iteration 61Q: 3 clusters Score -1.518389e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138386 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -15183975.000000 Penalty: 5894.932129
	Iteration 62Q: 3 clusters Score -1.518398e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138690 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -15184039.000000 Penalty: 5894.932129
	Iteration 63Q: 3 clusters Score -1.518404e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138992 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -15184107.000000 Penalty: 5894.932129
	Iteration 64Q: 3 clusters Score -1.518411e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139269 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -15184174.000000 Penalty: 5894.932129
	Iteration 65Q: 3 clusters Score -1.518417e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139509 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -15184166.000000 Penalty: 5894.932129
	Iteration 66Q: 3 clusters Score -1.518417e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -15184226.000000 Penalty: 5894.932129
	Iteration 67Q: 3 clusters Score -1.518423e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139937 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -15184268.000000 Penalty: 5894.932129
	Iteration 68Q: 3 clusters Score -1.518427e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140125 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -15184288.000000 Penalty: 5894.932129
	Iteration 69Q: 3 clusters Score -1.518429e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140292 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -15184314.000000 Penalty: 5894.932129
	Iteration 70Q: 3 clusters Score -1.518431e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140442 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -15184356.000000 Penalty: 5894.932129
	Iteration 71Q: 3 clusters Score -1.518436e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140566 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -15184382.000000 Penalty: 5894.932129
	Iteration 72Q: 3 clusters Score -1.518438e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140675 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -15184420.000000 Penalty: 5894.932129
	Iteration 73Q: 3 clusters Score -1.518442e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140776 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -15184458.000000 Penalty: 5894.932129
	Iteration 74Q: 3 clusters Score -1.518446e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -15184467.000000 Penalty: 5894.932129
	Iteration 75Q: 3 clusters Score -1.518447e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140940 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -15184467.000000 Penalty: 5894.932129
	Iteration 76Q: 3 clusters Score -1.518447e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141013 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -15184493.000000 Penalty: 5894.932129
	Iteration 77Q: 3 clusters Score -1.518449e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141087 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -15184510.000000 Penalty: 5894.932129
	Iteration 78Q: 3 clusters Score -1.518451e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -15184526.000000 Penalty: 5894.932129
	Iteration 79Q: 3 clusters Score -1.518453e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -15184545.000000 Penalty: 5894.932129
	Iteration 80F: 3 clusters Score -1.518454e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141258 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -15184554.000000 Penalty: 5894.932129
	Iteration 81Q: 3 clusters Score -1.518455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141290 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -15184573.000000 Penalty: 5894.932129
	Iteration 82Q: 3 clusters Score -1.518457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -15184577.000000 Penalty: 5894.932129
	Iteration 83Q: 3 clusters Score -1.518458e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -15184570.000000 Penalty: 5894.932129
	Iteration 84Q: 3 clusters Score -1.518457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141369 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -15184558.000000 Penalty: 5894.932129
	Iteration 85Q: 3 clusters Score -1.518456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141390 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -15184551.000000 Penalty: 5894.932129
	Iteration 86Q: 3 clusters Score -1.518455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141405 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -15184553.000000 Penalty: 5894.932129
	Iteration 87Q: 3 clusters Score -1.518455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141417 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -15184558.000000 Penalty: 5894.932129
	Iteration 88Q: 3 clusters Score -1.518456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141436 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -15184562.000000 Penalty: 5894.932129
	Iteration 89Q: 3 clusters Score -1.518456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141446 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -15184553.000000 Penalty: 5894.932129
	Iteration 90Q: 3 clusters Score -1.518455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141457 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -15184559.000000 Penalty: 5894.932129
	Iteration 91Q: 3 clusters Score -1.518456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -15184547.000000 Penalty: 5894.932129
	Iteration 92Q: 3 clusters Score -1.518455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141476 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -15184545.000000 Penalty: 5894.932129
	Iteration 93Q: 3 clusters Score -1.518454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141480 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -15184535.000000 Penalty: 5894.932129
	Iteration 94Q: 3 clusters Score -1.518454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141486 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -15184541.000000 Penalty: 5894.932129
	Iteration 95Q: 3 clusters Score -1.518454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141494 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -15184558.000000 Penalty: 5894.932129
	Iteration 96Q: 3 clusters Score -1.518456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -15184558.000000 Penalty: 5894.932129
	Iteration 97Q: 3 clusters Score -1.518456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141508 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -15184556.000000 Penalty: 5894.932129
	Iteration 98Q: 3 clusters Score -1.518456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141510 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -15184558.000000 Penalty: 5894.932129
	Iteration 99Q: 3 clusters Score -1.518456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141514 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -15184561.000000 Penalty: 5894.932129
	Iteration 100F: 3 clusters Score -1.518456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141518 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -15184570.000000 Penalty: 5894.932129
	Iteration 101Q: 3 clusters Score -1.518457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141521 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -15184563.000000 Penalty: 5894.932129
	Iteration 102Q: 3 clusters Score -1.518456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141523 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -15184555.000000 Penalty: 5894.932129
	Iteration 103Q: 3 clusters Score -1.518456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141526 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -15184553.000000 Penalty: 5894.932129
	Iteration 104Q: 3 clusters Score -1.518455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -15184543.000000 Penalty: 5894.932129
	Iteration 105Q: 3 clusters Score -1.518454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141529 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -15184543.000000 Penalty: 5894.932129
	Iteration 106Q: 3 clusters Score -1.518454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -15184538.000000 Penalty: 5894.932129
	Iteration 107Q: 3 clusters Score -1.518454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141533 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -15184540.000000 Penalty: 5894.932129
	Iteration 108Q: 3 clusters Score -1.518454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141534 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -15184552.000000 Penalty: 5894.932129
	Iteration 109Q: 3 clusters Score -1.518455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141535 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -15184541.000000 Penalty: 5894.932129
	Iteration 110Q: 3 clusters Score -1.518454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141536 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -15184542.000000 Penalty: 5894.932129
	Iteration 111Q: 3 clusters Score -1.518454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141536 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -15184542.000000 Penalty: 5894.932129
	Iteration 112F: 3 clusters Score -1.518454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 209153 members 
Mstep: Class 4 contains 39007 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 34860 members 
Mstep: Class 10 contains 459 members 
Mstep: Class 11 contains 22470 members 
Mstep: Class 12 contains 150932 members 
Mstep: Class 15 contains 19825 members 
Mstep: Class 16 contains 38820 members 
Mstep: Class 18 contains 14558 members 
Mstep: Class 19 contains 145066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048880.000000 Penalty: 43306.667969
Iteration 79Q: 14 clusters Score -7.004888e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 209244 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 4 contains 39010 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 34657 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22450 members 
Mstep: Class 12 contains 152133 members 
Mstep: Class 15 contains 19962 members 
Mstep: Class 16 contains 38675 members 
Mstep: Class 18 contains 14535 members 
Mstep: Class 19 contains 144022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049256.000000 Penalty: 43306.667969
Iteration 80F: 14 clusters Score -7.004926e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 209433 members 
Mstep: Class 2 contains 1469 members 
Mstep: Class 4 contains 39032 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 34445 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22438 members 
Mstep: Class 12 contains 153194 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 38497 members 
Mstep: Class 18 contains 14514 members 
Mstep: Class 19 contains 143039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049472.000000 Penalty: 43306.667969
Iteration 81Q: 14 clusters Score -7.004947e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 209621 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 4 contains 39023 members 
Mstep: Class 5 contains 4495 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 34242 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22413 members 
Mstep: Class 12 contains 154241 members 
Mstep: Class 15 contains 20198 members 
Mstep: Class 16 contains 38355 members 
Mstep: Class 18 contains 14484 members 
Mstep: Class 19 contains 142076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049784.000000 Penalty: 43306.667969
Iteration 82Q: 14 clusters Score -7.004978e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 209813 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 38990 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 34058 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22388 members 
Mstep: Class 12 contains 155231 members 
Mstep: Class 15 contains 20317 members 
Mstep: Class 16 contains 38213 members 
Mstep: Class 18 contains 14471 members 
Mstep: Class 19 contains 141170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050024.000000 Penalty: 43306.667969
Iteration 83Q: 14 clusters Score -7.005002e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210042 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 38964 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 33906 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22367 members 
Mstep: Class 12 contains 156123 members 
Mstep: Class 15 contains 20420 members 
Mstep: Class 16 contains 38077 members 
Mstep: Class 18 contains 14446 members 
Mstep: Class 19 contains 140313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050200.000000 Penalty: 43306.667969
Iteration 84Q: 14 clusters Score -7.00502e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210259 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 38948 members 
Mstep: Class 5 contains 4491 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 33752 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22338 members 
Mstep: Class 12 contains 156989 members 
Mstep: Class 15 contains 20511 members 
Mstep: Class 16 contains 37947 members 
Mstep: Class 18 contains 14409 members 
Mstep: Class 19 contains 139502 members 
Entering Unmasked Estep 
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Iteration 85Q: 14 clusters Score -7.004978e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210507 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 38961 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 33588 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22308 members 
Mstep: Class 12 contains 157730 members 
Mstep: Class 15 contains 20601 members 
Mstep: Class 16 contains 37824 members 
Mstep: Class 18 contains 14380 members 
Mstep: Class 19 contains 138760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 14 clusters Score -7.004975e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210669 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 4 contains 39002 members 
Mstep: Class 5 contains 4483 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 33444 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22275 members 
Mstep: Class 12 contains 158483 members 
Mstep: Class 15 contains 20690 members 
Mstep: Class 16 contains 37685 members 
Mstep: Class 18 contains 14358 members 
Mstep: Class 19 contains 138056 members 
Entering Unmasked Estep 
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Iteration 87Q: 14 clusters Score -7.004977e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210790 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 4 contains 39060 members 
Mstep: Class 5 contains 4474 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 33293 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22246 members 
Mstep: Class 12 contains 159212 members 
Mstep: Class 15 contains 20756 members 
Mstep: Class 16 contains 37566 members 
Mstep: Class 18 contains 14351 members 
Mstep: Class 19 contains 137397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049864.000000 Penalty: 43306.667969
Iteration 88Q: 14 clusters Score -7.004986e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210871 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 4 contains 39122 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 33120 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22205 members 
Mstep: Class 12 contains 159948 members 
Mstep: Class 15 contains 20843 members 
Mstep: Class 16 contains 37455 members 
Mstep: Class 18 contains 14349 members 
Mstep: Class 19 contains 136761 members 
Entering Unmasked Estep 
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Score: -70049816.000000 Penalty: 43306.667969
Iteration 89Q: 14 clusters Score -7.004982e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210909 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 4 contains 39178 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32967 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22172 members 
Mstep: Class 12 contains 160641 members 
Mstep: Class 15 contains 20915 members 
Mstep: Class 16 contains 37367 members 
Mstep: Class 18 contains 14320 members 
Mstep: Class 19 contains 136204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050008.000000 Penalty: 43306.667969
Iteration 90Q: 14 clusters Score -7.005001e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210928 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 4 contains 39211 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32818 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22132 members 
Mstep: Class 12 contains 161343 members 
Mstep: Class 15 contains 20962 members 
Mstep: Class 16 contains 37272 members 
Mstep: Class 18 contains 14302 members 
Mstep: Class 19 contains 135706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050144.000000 Penalty: 43306.667969
Iteration 91Q: 14 clusters Score -7.005014e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 210983 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 4 contains 39249 members 
Mstep: Class 5 contains 4470 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32669 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22095 members 
Mstep: Class 12 contains 161931 members 
Mstep: Class 15 contains 21025 members 
Mstep: Class 16 contains 37167 members 
Mstep: Class 18 contains 14283 members 
Mstep: Class 19 contains 135272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050256.000000 Penalty: 43306.667969
Iteration 92Q: 14 clusters Score -7.005026e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 211027 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 4 contains 39298 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32548 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22045 members 
Mstep: Class 12 contains 162416 members 
Mstep: Class 15 contains 21086 members 
Mstep: Class 16 contains 37097 members 
Mstep: Class 18 contains 14264 members 
Mstep: Class 19 contains 134894 members 
Entering Unmasked Estep 
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Score: -70049952.000000 Penalty: 43306.667969
Iteration 93Q: 14 clusters Score -7.004995e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 211151 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 4 contains 39303 members 
Mstep: Class 5 contains 4467 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32432 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 22008 members 
Mstep: Class 12 contains 162836 members 
Mstep: Class 15 contains 21154 members 
Mstep: Class 16 contains 37017 members 
Mstep: Class 18 contains 14250 members 
Mstep: Class 19 contains 134526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049856.000000 Penalty: 43306.667969
Iteration 94Q: 14 clusters Score -7.004986e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 211318 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 4 contains 39299 members 
Mstep: Class 5 contains 4461 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32272 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21987 members 
Mstep: Class 12 contains 163305 members 
Mstep: Class 15 contains 21215 members 
Mstep: Class 16 contains 36922 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 134124 members 
Entering Unmasked Estep 
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Score: -70050080.000000 Penalty: 43306.667969
Iteration 95Q: 14 clusters Score -7.005008e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 211471 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 4 contains 39295 members 
Mstep: Class 5 contains 4458 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32132 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21967 members 
Mstep: Class 12 contains 163730 members 
Mstep: Class 15 contains 21280 members 
Mstep: Class 16 contains 36846 members 
Mstep: Class 18 contains 14242 members 
Mstep: Class 19 contains 133723 members 
Entering Unmasked Estep 
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Score: -70049904.000000 Penalty: 43306.667969
Iteration 96Q: 14 clusters Score -7.00499e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 211574 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39291 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 32003 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21951 members 
Mstep: Class 12 contains 164138 members 
Mstep: Class 15 contains 21339 members 
Mstep: Class 16 contains 36773 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 133370 members 
Entering Unmasked Estep 
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Score: -70049904.000000 Penalty: 43306.667969
Iteration 97Q: 14 clusters Score -7.00499e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 211655 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39271 members 
Mstep: Class 5 contains 4458 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 31860 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21923 members 
Mstep: Class 12 contains 164547 members 
Mstep: Class 15 contains 21388 members 
Mstep: Class 16 contains 36733 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 133063 members 
Entering Unmasked Estep 
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Score: -70049960.000000 Penalty: 43306.667969
Iteration 98Q: 14 clusters Score -7.004996e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 211752 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39266 members 
Mstep: Class 5 contains 4455 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 31687 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21898 members 
Mstep: Class 12 contains 164940 members 
Mstep: Class 15 contains 21430 members 
Mstep: Class 16 contains 36695 members 
Mstep: Class 18 contains 14248 members 
Mstep: Class 19 contains 132775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049848.000000 Penalty: 43306.667969
Iteration 99Q: 14 clusters Score -7.004985e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 211913 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39256 members 
Mstep: Class 5 contains 4447 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 31522 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21879 members 
Mstep: Class 12 contains 165298 members 
Mstep: Class 15 contains 21490 members 
Mstep: Class 16 contains 36629 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 132445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050032.000000 Penalty: 43306.667969
Iteration 100F: 14 clusters Score -7.005003e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212047 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39270 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 31364 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21867 members 
Mstep: Class 12 contains 165668 members 
Mstep: Class 15 contains 21553 members 
Mstep: Class 16 contains 36543 members 
Mstep: Class 18 contains 14267 members 
Mstep: Class 19 contains 132121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049992.000000 Penalty: 43306.667969
Iteration 101Q: 14 clusters Score -7.004999e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212146 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39290 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 31209 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21846 members 
Mstep: Class 12 contains 166077 members 
Mstep: Class 15 contains 21608 members 
Mstep: Class 16 contains 36456 members 
Mstep: Class 18 contains 14263 members 
Mstep: Class 19 contains 131807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049912.000000 Penalty: 43306.667969
Iteration 102Q: 14 clusters Score -7.004991e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212225 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39295 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 31053 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21826 members 
Mstep: Class 12 contains 166475 members 
Mstep: Class 15 contains 21665 members 
Mstep: Class 16 contains 36376 members 
Mstep: Class 18 contains 14259 members 
Mstep: Class 19 contains 131528 members 
Entering Unmasked Estep 
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Score: -70049888.000000 Penalty: 43306.667969
Iteration 103Q: 14 clusters Score -7.004989e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212237 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39305 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30914 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21811 members 
Mstep: Class 12 contains 166861 members 
Mstep: Class 15 contains 21718 members 
Mstep: Class 16 contains 36302 members 
Mstep: Class 18 contains 14258 members 
Mstep: Class 19 contains 131296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049856.000000 Penalty: 43306.667969
Iteration 104Q: 14 clusters Score -7.004986e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212269 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 4 contains 39304 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30792 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21793 members 
Mstep: Class 12 contains 167250 members 
Mstep: Class 15 contains 21783 members 
Mstep: Class 16 contains 36222 members 
Mstep: Class 18 contains 14249 members 
Mstep: Class 19 contains 131042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049856.000000 Penalty: 43306.667969
Iteration 105Q: 14 clusters Score -7.004986e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212319 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 39299 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21775 members 
Mstep: Class 12 contains 167598 members 
Mstep: Class 15 contains 21851 members 
Mstep: Class 16 contains 36153 members 
Mstep: Class 18 contains 14238 members 
Mstep: Class 19 contains 130785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049752.000000 Penalty: 43306.667969
Iteration 106Q: 14 clusters Score -7.004975e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212376 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 39296 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30589 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 167927 members 
Mstep: Class 15 contains 21908 members 
Mstep: Class 16 contains 36074 members 
Mstep: Class 18 contains 14236 members 
Mstep: Class 19 contains 130540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049864.000000 Penalty: 43306.667969
Iteration 107Q: 14 clusters Score -7.004986e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212401 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 39300 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30499 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21733 members 
Mstep: Class 12 contains 168221 members 
Mstep: Class 15 contains 21956 members 
Mstep: Class 16 contains 36019 members 
Mstep: Class 18 contains 14233 members 
Mstep: Class 19 contains 130344 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 14 clusters Score -7.004986e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212479 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 4 contains 39298 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30387 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21712 members 
Mstep: Class 12 contains 168488 members 
Mstep: Class 15 contains 21994 members 
Mstep: Class 16 contains 35947 members 
Mstep: Class 18 contains 14229 members 
Mstep: Class 19 contains 130176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049848.000000 Penalty: 43306.667969
Iteration 109Q: 14 clusters Score -7.004985e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212532 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 4 contains 39297 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30288 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21687 members 
Mstep: Class 12 contains 168786 members 
Mstep: Class 15 contains 22039 members 
Mstep: Class 16 contains 35878 members 
Mstep: Class 18 contains 14215 members 
Mstep: Class 19 contains 129991 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 14 clusters Score -7.00498e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212558 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 4 contains 39290 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30195 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21663 members 
Mstep: Class 12 contains 169087 members 
Mstep: Class 15 contains 22089 members 
Mstep: Class 16 contains 35816 members 
Mstep: Class 18 contains 14210 members 
Mstep: Class 19 contains 129810 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 14 clusters Score -7.004973e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212583 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 4 contains 39277 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 30100 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21643 members 
Mstep: Class 12 contains 169413 members 
Mstep: Class 15 contains 22121 members 
Mstep: Class 16 contains 35740 members 
Mstep: Class 18 contains 14201 members 
Mstep: Class 19 contains 129641 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 14 clusters Score -7.004988e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212666 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 4 contains 39274 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29979 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21618 members 
Mstep: Class 12 contains 169659 members 
Mstep: Class 15 contains 22153 members 
Mstep: Class 16 contains 35668 members 
Mstep: Class 18 contains 14202 members 
Mstep: Class 19 contains 129501 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 14 clusters Score -7.005002e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212778 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 39283 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29870 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21593 members 
Mstep: Class 12 contains 169917 members 
Mstep: Class 15 contains 22190 members 
Mstep: Class 16 contains 35567 members 
Mstep: Class 18 contains 14199 members 
Mstep: Class 19 contains 129323 members 
Entering Unmasked Estep 
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Iteration 114Q: 14 clusters Score -7.005004e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 212936 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 39292 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29775 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21568 members 
Mstep: Class 12 contains 170118 members 
Mstep: Class 15 contains 22235 members 
Mstep: Class 16 contains 35477 members 
Mstep: Class 18 contains 14186 members 
Mstep: Class 19 contains 129131 members 
Entering Unmasked Estep 
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Iteration 115Q: 14 clusters Score -7.005008e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 213081 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 39292 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29688 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21541 members 
Mstep: Class 12 contains 170313 members 
Mstep: Class 15 contains 22282 members 
Mstep: Class 16 contains 35394 members 
Mstep: Class 18 contains 14173 members 
Mstep: Class 19 contains 128954 members 
Entering Unmasked Estep 
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Iteration 116Q: 14 clusters Score -7.005006e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 213181 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 39296 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29623 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 170499 members 
Mstep: Class 15 contains 22323 members 
Mstep: Class 16 contains 35329 members 
Mstep: Class 18 contains 14161 members 
Mstep: Class 19 contains 128791 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 14 clusters Score -7.004991e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 213275 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 4 contains 39327 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29562 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21491 members 
Mstep: Class 12 contains 170687 members 
Mstep: Class 15 contains 22367 members 
Mstep: Class 16 contains 35262 members 
Mstep: Class 18 contains 14148 members 
Mstep: Class 19 contains 128601 members 
Entering Unmasked Estep 
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Iteration 118Q: 14 clusters Score -7.004973e+07 nChanged 1217
Entering ConstructFrom: 
Score: -70049728.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (213404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213404 members 
Entering Unmasked Estep 
Score: -22324180.000000 Penalty: 3043.193848
	Iteration 0F: 2 clusters Score -2.232418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106630 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -22187874.000000 Penalty: 6086.387695
	Iteration 0F: 3 clusters Score -2.218787e+07 nChanged 102433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -22248752.000000 Penalty: 6086.387695
	Iteration 1F: 3 clusters Score -2.224875e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -22251036.000000 Penalty: 6086.387695
	Iteration 2Q: 3 clusters Score -2.225104e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Mstep: Class 2 contains 115553 members 
Entering Unmasked Estep 
Score: -22253924.000000 Penalty: 6086.387695
	Iteration 3Q: 3 clusters Score -2.225392e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 119425 members 
Entering Unmasked Estep 
Score: -22257804.000000 Penalty: 6086.387695
	Iteration 4Q: 3 clusters Score -2.22578e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -22263060.000000 Penalty: 6086.387695
	Iteration 5F: 3 clusters Score -2.226306e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 131362 members 
Entering Unmasked Estep 
Score: -22270632.000000 Penalty: 6086.387695
	Iteration 6F: 3 clusters Score -2.227063e+07 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 139002 members 
Entering Unmasked Estep 
Score: -22280478.000000 Penalty: 6086.387695
	Iteration 7F: 3 clusters Score -2.228048e+07 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 146093 members 
Entering Unmasked Estep 
Score: -22290718.000000 Penalty: 6086.387695
	Iteration 8F: 3 clusters Score -2.229072e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 151477 members 
Entering Unmasked Estep 
Score: -22298828.000000 Penalty: 6086.387695
	Iteration 9F: 3 clusters Score -2.229883e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 155414 members 
Entering Unmasked Estep 
Score: -22303078.000000 Penalty: 6086.387695
	Iteration 10Q: 3 clusters Score -2.230308e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 158835 members 
Entering Unmasked Estep 
Score: -22305522.000000 Penalty: 6086.387695
	Iteration 11Q: 3 clusters Score -2.230552e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -22307022.000000 Penalty: 6086.387695
	Iteration 12Q: 3 clusters Score -2.230702e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -22308322.000000 Penalty: 6086.387695
	Iteration 13Q: 3 clusters Score -2.230832e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 168754 members 
Entering Unmasked Estep 
Score: -22309986.000000 Penalty: 6086.387695
	Iteration 14Q: 3 clusters Score -2.230999e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 172112 members 
Entering Unmasked Estep 
Score: -22311722.000000 Penalty: 6086.387695
	Iteration 15Q: 3 clusters Score -2.231172e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 175497 members 
Entering Unmasked Estep 
Score: -22313606.000000 Penalty: 6086.387695
	Iteration 16Q: 3 clusters Score -2.231361e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 178916 members 
Entering Unmasked Estep 
Score: -22315574.000000 Penalty: 6086.387695
	Iteration 17Q: 3 clusters Score -2.231557e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 182224 members 
Entering Unmasked Estep 
Score: -22317774.000000 Penalty: 6086.387695
	Iteration 18Q: 3 clusters Score -2.231777e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 185445 members 
Entering Unmasked Estep 
Score: -22319788.000000 Penalty: 6086.387695
	Iteration 19Q: 3 clusters Score -2.231979e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 188324 members 
Entering Unmasked Estep 
Score: -22321586.000000 Penalty: 6086.387695
	Iteration 20F: 3 clusters Score -2.232159e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 190800 members 
Entering Unmasked Estep 
Score: -22323032.000000 Penalty: 6086.387695
	Iteration 21Q: 3 clusters Score -2.232303e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 192987 members 
Entering Unmasked Estep 
Score: -22324336.000000 Penalty: 6086.387695
	Iteration 22Q: 3 clusters Score -2.232434e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 194851 members 
Entering Unmasked Estep 
Score: -22325380.000000 Penalty: 6086.387695
	Iteration 23Q: 3 clusters Score -2.232538e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 196399 members 
Entering Unmasked Estep 
Score: -22326006.000000 Penalty: 6086.387695
	Iteration 24Q: 3 clusters Score -2.232601e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 197751 members 
Entering Unmasked Estep 
Score: -22326476.000000 Penalty: 6086.387695
	Iteration 25Q: 3 clusters Score -2.232648e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 198914 members 
Entering Unmasked Estep 
Score: -22326864.000000 Penalty: 6086.387695
	Iteration 26Q: 3 clusters Score -2.232686e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 199918 members 
Entering Unmasked Estep 
Score: -22326930.000000 Penalty: 6086.387695
	Iteration 27Q: 3 clusters Score -2.232693e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 200779 members 
Entering Unmasked Estep 
Score: -22326880.000000 Penalty: 6086.387695
	Iteration 28Q: 3 clusters Score -2.232688e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 201508 members 
Entering Unmasked Estep 
Score: -22326886.000000 Penalty: 6086.387695
	Iteration 29Q: 3 clusters Score -2.232689e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 202151 members 
Entering Unmasked Estep 
Score: -22326926.000000 Penalty: 6086.387695
	Iteration 30Q: 3 clusters Score -2.232693e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 202741 members 
Entering Unmasked Estep 
Score: -22326924.000000 Penalty: 6086.387695
	Iteration 31Q: 3 clusters Score -2.232692e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 203251 members 
Entering Unmasked Estep 
Score: -22326860.000000 Penalty: 6086.387695
	Iteration 32Q: 3 clusters Score -2.232686e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 203708 members 
Entering Unmasked Estep 
Score: -22326760.000000 Penalty: 6086.387695
	Iteration 33Q: 3 clusters Score -2.232676e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 204093 members 
Entering Unmasked Estep 
Score: -22326682.000000 Penalty: 6086.387695
	Iteration 34Q: 3 clusters Score -2.232668e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 204425 members 
Entering Unmasked Estep 
Score: -22326600.000000 Penalty: 6086.387695
	Iteration 35Q: 3 clusters Score -2.23266e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 204707 members 
Entering Unmasked Estep 
Score: -22326474.000000 Penalty: 6086.387695
	Iteration 36Q: 3 clusters Score -2.232647e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 204958 members 
Entering Unmasked Estep 
Score: -22326468.000000 Penalty: 6086.387695
	Iteration 37Q: 3 clusters Score -2.232647e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 205191 members 
Entering Unmasked Estep 
Score: -22326334.000000 Penalty: 6086.387695
	Iteration 38Q: 3 clusters Score -2.232633e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 205366 members 
Entering Unmasked Estep 
Score: -22326282.000000 Penalty: 6086.387695
	Iteration 39Q: 3 clusters Score -2.232628e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 205523 members 
Entering Unmasked Estep 
Score: -22326190.000000 Penalty: 6086.387695
	Iteration 40F: 3 clusters Score -2.232619e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 205667 members 
Entering Unmasked Estep 
Score: -22326226.000000 Penalty: 6086.387695
	Iteration 41Q: 3 clusters Score -2.232623e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 205780 members 
Entering Unmasked Estep 
Score: -22326218.000000 Penalty: 6086.387695
	Iteration 42Q: 3 clusters Score -2.232622e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 205902 members 
Entering Unmasked Estep 
Score: -22326158.000000 Penalty: 6086.387695
	Iteration 43Q: 3 clusters Score -2.232616e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 206009 members 
Entering Unmasked Estep 
Score: -22326162.000000 Penalty: 6086.387695
	Iteration 44Q: 3 clusters Score -2.232616e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 206108 members 
Entering Unmasked Estep 
Score: -22326158.000000 Penalty: 6086.387695
	Iteration 45Q: 3 clusters Score -2.232616e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 206181 members 
Entering Unmasked Estep 
Score: -22326130.000000 Penalty: 6086.387695
	Iteration 46Q: 3 clusters Score -2.232613e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 206262 members 
Entering Unmasked Estep 
Score: -22326112.000000 Penalty: 6086.387695
	Iteration 47Q: 3 clusters Score -2.232611e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 206323 members 
Entering Unmasked Estep 
Score: -22326078.000000 Penalty: 6086.387695
	Iteration 48Q: 3 clusters Score -2.232608e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 206385 members 
Entering Unmasked Estep 
Score: -22326014.000000 Penalty: 6086.387695
	Iteration 49Q: 3 clusters Score -2.232601e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 206443 members 
Entering Unmasked Estep 
Score: -22326030.000000 Penalty: 6086.387695
	Iteration 50Q: 3 clusters Score -2.232603e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 206511 members 
Entering Unmasked Estep 
Score: -22326030.000000 Penalty: 6086.387695
	Iteration 51Q: 3 clusters Score -2.232603e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 206565 members 
Entering Unmasked Estep 
Score: -22326008.000000 Penalty: 6086.387695
	Iteration 52Q: 3 clusters Score -2.232601e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 206619 members 
Entering Unmasked Estep 
Score: -22325968.000000 Penalty: 6086.387695
	Iteration 53Q: 3 clusters Score -2.232597e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 206665 members 
Entering Unmasked Estep 
Score: -22325994.000000 Penalty: 6086.387695
	Iteration 54Q: 3 clusters Score -2.232599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 206695 members 
Entering Unmasked Estep 
Score: -22325966.000000 Penalty: 6086.387695
	Iteration 55Q: 3 clusters Score -2.232597e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 206727 members 
Entering Unmasked Estep 
Score: -22325946.000000 Penalty: 6086.387695
	Iteration 56Q: 3 clusters Score -2.232595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 206749 members 
Entering Unmasked Estep 
Score: -22325930.000000 Penalty: 6086.387695
	Iteration 57Q: 3 clusters Score -2.232593e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 206774 members 
Entering Unmasked Estep 
Score: -22325918.000000 Penalty: 6086.387695
	Iteration 58Q: 3 clusters Score -2.232592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 206802 members 
Entering Unmasked Estep 
Score: -22325908.000000 Penalty: 6086.387695
	Iteration 59Q: 3 clusters Score -2.232591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 206822 members 
Entering Unmasked Estep 
Score: -22325912.000000 Penalty: 6086.387695
	Iteration 60F: 3 clusters Score -2.232591e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 206849 members 
Entering Unmasked Estep 
Score: -22325898.000000 Penalty: 6086.387695
	Iteration 61Q: 3 clusters Score -2.23259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 206876 members 
Entering Unmasked Estep 
Score: -22325870.000000 Penalty: 6086.387695
	Iteration 62Q: 3 clusters Score -2.232587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 206906 members 
Entering Unmasked Estep 
Score: -22325842.000000 Penalty: 6086.387695
	Iteration 63Q: 3 clusters Score -2.232584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 206935 members 
Entering Unmasked Estep 
Score: -22325860.000000 Penalty: 6086.387695
	Iteration 64Q: 3 clusters Score -2.232586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 206960 members 
Entering Unmasked Estep 
Score: -22325858.000000 Penalty: 6086.387695
	Iteration 65Q: 3 clusters Score -2.232586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 206980 members 
Entering Unmasked Estep 
Score: -22325846.000000 Penalty: 6086.387695
	Iteration 66Q: 3 clusters Score -2.232585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 206994 members 
Entering Unmasked Estep 
Score: -22325820.000000 Penalty: 6086.387695
	Iteration 67Q: 3 clusters Score -2.232582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 207012 members 
Entering Unmasked Estep 
Score: -22325834.000000 Penalty: 6086.387695
	Iteration 68Q: 3 clusters Score -2.232583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 207027 members 
Entering Unmasked Estep 
Score: -22325826.000000 Penalty: 6086.387695
	Iteration 69Q: 3 clusters Score -2.232583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 207041 members 
Entering Unmasked Estep 
Score: -22325798.000000 Penalty: 6086.387695
	Iteration 70Q: 3 clusters Score -2.23258e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 207060 members 
Entering Unmasked Estep 
Score: -22325790.000000 Penalty: 6086.387695
	Iteration 71Q: 3 clusters Score -2.232579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 207082 members 
Entering Unmasked Estep 
Score: -22325804.000000 Penalty: 6086.387695
	Iteration 72Q: 3 clusters Score -2.23258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 207106 members 
Entering Unmasked Estep 
Score: -22325762.000000 Penalty: 6086.387695
	Iteration 73Q: 3 clusters Score -2.232576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 207129 members 
Entering Unmasked Estep 
Score: -22325732.000000 Penalty: 6086.387695
	Iteration 74Q: 3 clusters Score -2.232573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 207146 members 
Entering Unmasked Estep 
Score: -22325736.000000 Penalty: 6086.387695
	Iteration 75Q: 3 clusters Score -2.232574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 207162 members 
Entering Unmasked Estep 
Score: -22325730.000000 Penalty: 6086.387695
	Iteration 76Q: 3 clusters Score -2.232573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 207175 members 
Entering Unmasked Estep 
Score: -22325716.000000 Penalty: 6086.387695
	Iteration 77Q: 3 clusters Score -2.232572e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 207196 members 
Entering Unmasked Estep 
Score: -22325724.000000 Penalty: 6086.387695
	Iteration 78Q: 3 clusters Score -2.232572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 207215 members 
Entering Unmasked Estep 
Score: -22325718.000000 Penalty: 6086.387695
	Iteration 79Q: 3 clusters Score -2.232572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 207232 members 
Entering Unmasked Estep 
Score: -22325706.000000 Penalty: 6086.387695
	Iteration 80F: 3 clusters Score -2.232571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 207248 members 
Entering Unmasked Estep 
Score: -22325694.000000 Penalty: 6086.387695
	Iteration 81Q: 3 clusters Score -2.232569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 207267 members 
Entering Unmasked Estep 
Score: -22325670.000000 Penalty: 6086.387695
	Iteration 82Q: 3 clusters Score -2.232567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 207286 members 
Entering Unmasked Estep 
Score: -22325674.000000 Penalty: 6086.387695
	Iteration 83Q: 3 clusters Score -2.232567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 207309 members 
Entering Unmasked Estep 
Score: -22325654.000000 Penalty: 6086.387695
	Iteration 84Q: 3 clusters Score -2.232565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 207326 members 
Entering Unmasked Estep 
Score: -22325656.000000 Penalty: 6086.387695
	Iteration 85Q: 3 clusters Score -2.232566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 207338 members 
Entering Unmasked Estep 
Score: -22325642.000000 Penalty: 6086.387695
	Iteration 86Q: 3 clusters Score -2.232564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 207345 members 
Entering Unmasked Estep 
Score: -22325642.000000 Penalty: 6086.387695
	Iteration 87Q: 3 clusters Score -2.232564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 207351 members 
Entering Unmasked Estep 
Score: -22325652.000000 Penalty: 6086.387695
	Iteration 88Q: 3 clusters Score -2.232565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 207360 members 
Entering Unmasked Estep 
Score: -22325634.000000 Penalty: 6086.387695
	Iteration 89Q: 3 clusters Score -2.232563e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 207367 members 
Entering Unmasked Estep 
Score: -22325638.000000 Penalty: 6086.387695
	Iteration 90Q: 3 clusters Score -2.232564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 207370 members 
Entering Unmasked Estep 
Score: -22325642.000000 Penalty: 6086.387695
	Iteration 91Q: 3 clusters Score -2.232564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 207376 members 
Entering Unmasked Estep 
Score: -22325644.000000 Penalty: 6086.387695
	Iteration 92Q: 3 clusters Score -2.232564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 207380 members 
Entering Unmasked Estep 
Score: -22325632.000000 Penalty: 6086.387695
	Iteration 93Q: 3 clusters Score -2.232563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 207385 members 
Entering Unmasked Estep 
Score: -22325632.000000 Penalty: 6086.387695
	Iteration 94Q: 3 clusters Score -2.232563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 207393 members 
Entering Unmasked Estep 
Score: -22325620.000000 Penalty: 6086.387695
	Iteration 95Q: 3 clusters Score -2.232562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 207401 members 
Entering Unmasked Estep 
Score: -22325618.000000 Penalty: 6086.387695
	Iteration 96Q: 3 clusters Score -2.232562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 207404 members 
Entering Unmasked Estep 
Score: -22325620.000000 Penalty: 6086.387695
	Iteration 97Q: 3 clusters Score -2.232562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 207408 members 
Entering Unmasked Estep 
Score: -22325616.000000 Penalty: 6086.387695
	Iteration 98Q: 3 clusters Score -2.232562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 207408 members 
Entering Unmasked Estep 
Score: -22325614.000000 Penalty: 6086.387695
	Iteration 99Q: 3 clusters Score -2.232561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 207408 members 
Entering Unmasked Estep 
Score: -22325614.000000 Penalty: 6086.387695
	Iteration 100F: 3 clusters Score -2.232561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1475 members 
Mstep: Class 3 contains 207408 members 
Mstep: Class 4 contains 39354 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29487 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21462 members 
Mstep: Class 12 contains 170847 members 
Mstep: Class 15 contains 22404 members 
Mstep: Class 16 contains 35177 members 
Mstep: Class 18 contains 14142 members 
Mstep: Class 19 contains 128448 members 
Entering Unmasked Estep 
Score: -70051136.000000 Penalty: 46637.949219
Splitting cluster 1 changes total score from -70049728.000000 to -70051136.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (1475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Entering Unmasked Estep 
Score: -137158.890625 Penalty: 1809.510498
	Iteration 0F: 2 clusters Score -137158.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -134918.781250 Penalty: 3619.020996
	Iteration 0F: 3 clusters Score -134918.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -135367.875000 Penalty: 3619.020996
	Iteration 1F: 3 clusters Score -135367.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -135564.421875 Penalty: 3619.020996
	Iteration 2F: 3 clusters Score -135564.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -135708.375000 Penalty: 3619.020996
	Iteration 3F: 3 clusters Score -135708.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -135820.484375 Penalty: 3619.020996
	Iteration 4Q: 3 clusters Score -135820.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135977.062500 Penalty: 3619.020996
	Iteration 5Q: 3 clusters Score -135977.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -136209.734375 Penalty: 3619.020996
	Iteration 6Q: 3 clusters Score -136209.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136393.500000 Penalty: 3619.020996
	Iteration 7Q: 3 clusters Score -136393.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136514.671875 Penalty: 3619.020996
	Iteration 8Q: 3 clusters Score -136514.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -136635.000000 Penalty: 3619.020996
	Iteration 9Q: 3 clusters Score -136635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -136734.078125 Penalty: 3619.020996
	Iteration 10Q: 3 clusters Score -136734.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136915.140625 Penalty: 3619.020996
	Iteration 11Q: 3 clusters Score -136915.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -137271.406250 Penalty: 3619.020996
	Iteration 12Q: 3 clusters Score -137271.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -137675.875000 Penalty: 3619.020996
	Iteration 13Q: 3 clusters Score -137675.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -138261.468750 Penalty: 3619.020996
	Iteration 14Q: 3 clusters Score -138261.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -138535.859375 Penalty: 3619.020996
	Iteration 15Q: 3 clusters Score -138535.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -138588.515625 Penalty: 3619.020996
	Iteration 16Q: 3 clusters Score -138588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -138612.468750 Penalty: 3619.020996
	Iteration 17Q: 3 clusters Score -138612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -138640.625000 Penalty: 3619.020996
	Iteration 18Q: 3 clusters Score -138640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -138668.687500 Penalty: 3619.020996
	Iteration 19Q: 3 clusters Score -138668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -138758.046875 Penalty: 3619.020996
	Iteration 20F: 3 clusters Score -138758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -138930.843750 Penalty: 3619.020996
	Iteration 21Q: 3 clusters Score -138930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138967.328125 Penalty: 3619.020996
	Iteration 22Q: 3 clusters Score -138967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -138967.328125 Penalty: 3619.020996
	Iteration 23F: 3 clusters Score -138967.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 207408 members 
Mstep: Class 4 contains 39354 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 8 contains 784 members 
Mstep: Class 9 contains 29487 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21462 members 
Mstep: Class 12 contains 170847 members 
Mstep: Class 15 contains 22404 members 
Mstep: Class 16 contains 35177 members 
Mstep: Class 18 contains 14142 members 
Mstep: Class 19 contains 128448 members 
Entering Unmasked Estep 
Score: -70051384.000000 Penalty: 49969.234375
Splitting cluster 2 changes total score from -70049728.000000 to -70051384.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (39354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Entering Unmasked Estep 
Score: -4103404.250000 Penalty: 2623.927490
	Iteration 0F: 2 clusters Score -4103404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4076549.750000 Penalty: 5247.854980
	Iteration 0F: 3 clusters Score -4076550 nChanged 18126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4086699.500000 Penalty: 5247.854980
	Iteration 1F: 3 clusters Score -4086700 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4087281.500000 Penalty: 5247.854980
	Iteration 2Q: 3 clusters Score -4087282 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4087767.500000 Penalty: 5247.854980
	Iteration 3Q: 3 clusters Score -4087768 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4088243.250000 Penalty: 5247.854980
	Iteration 4Q: 3 clusters Score -4088243 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -4088692.250000 Penalty: 5247.854980
	Iteration 5Q: 3 clusters Score -4088692 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4089241.000000 Penalty: 5247.854980
	Iteration 6Q: 3 clusters Score -4089241 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4089839.250000 Penalty: 5247.854980
	Iteration 7Q: 3 clusters Score -4089839 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4090719.250000 Penalty: 5247.854980
	Iteration 8Q: 3 clusters Score -4090719 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4091884.750000 Penalty: 5247.854980
	Iteration 9F: 3 clusters Score -4091885 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4093539.750000 Penalty: 5247.854980
	Iteration 10F: 3 clusters Score -4093540 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4095518.750000 Penalty: 5247.854980
	Iteration 11F: 3 clusters Score -4095519 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4097578.500000 Penalty: 5247.854980
	Iteration 12F: 3 clusters Score -4097578 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4099288.250000 Penalty: 5247.854980
	Iteration 13Q: 3 clusters Score -4099288 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4100367.250000 Penalty: 5247.854980
	Iteration 14Q: 3 clusters Score -4100367 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4100862.750000 Penalty: 5247.854980
	Iteration 15Q: 3 clusters Score -4100863 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4101073.000000 Penalty: 5247.854980
	Iteration 16Q: 3 clusters Score -4101073 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4101196.750000 Penalty: 5247.854980
	Iteration 17Q: 3 clusters Score -4101197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4101267.000000 Penalty: 5247.854980
	Iteration 18Q: 3 clusters Score -4101267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4101299.000000 Penalty: 5247.854980
	Iteration 19Q: 3 clusters Score -4101299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4101318.500000 Penalty: 5247.854980
	Iteration 20F: 3 clusters Score -4101318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4101324.250000 Penalty: 5247.854980
	Iteration 21Q: 3 clusters Score -4101324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4101336.250000 Penalty: 5247.854980
	Iteration 22Q: 3 clusters Score -4101336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4101346.750000 Penalty: 5247.854980
	Iteration 23Q: 3 clusters Score -4101347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4101358.000000 Penalty: 5247.854980
	Iteration 24Q: 3 clusters Score -4101358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4101364.250000 Penalty: 5247.854980
	Iteration 25Q: 3 clusters Score -4101364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4101367.750000 Penalty: 5247.854980
	Iteration 26Q: 3 clusters Score -4101368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4101372.500000 Penalty: 5247.854980
	Iteration 27Q: 3 clusters Score -4101372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4101372.500000 Penalty: 5247.854980
	Iteration 28F: 3 clusters Score -4101372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -447599.562500 Penalty: 2081.798096
	Iteration 0F: 2 clusters Score -447599.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -443400.937500 Penalty: 4163.596191
	Iteration 0F: 3 clusters Score -443400.9 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -444424.187500 Penalty: 4163.596191
	Iteration 1F: 3 clusters Score -444424.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -444688.906250 Penalty: 4163.596191
	Iteration 2F: 3 clusters Score -444688.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -444869.843750 Penalty: 4163.596191
	Iteration 3F: 3 clusters Score -444869.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -445013.593750 Penalty: 4163.596191
	Iteration 4Q: 3 clusters Score -445013.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -445157.562500 Penalty: 4163.596191
	Iteration 5Q: 3 clusters Score -445157.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -445257.218750 Penalty: 4163.596191
	Iteration 6Q: 3 clusters Score -445257.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -445330.093750 Penalty: 4163.596191
	Iteration 7Q: 3 clusters Score -445330.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -445385.437500 Penalty: 4163.596191
	Iteration 8Q: 3 clusters Score -445385.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -445426.812500 Penalty: 4163.596191
	Iteration 9Q: 3 clusters Score -445426.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -445458.531250 Penalty: 4163.596191
	Iteration 10Q: 3 clusters Score -445458.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -445487.781250 Penalty: 4163.596191
	Iteration 11Q: 3 clusters Score -445487.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -445511.968750 Penalty: 4163.596191
	Iteration 12Q: 3 clusters Score -445512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -445532.812500 Penalty: 4163.596191
	Iteration 13Q: 3 clusters Score -445532.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -445554.718750 Penalty: 4163.596191
	Iteration 14Q: 3 clusters Score -445554.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -445571.218750 Penalty: 4163.596191
	Iteration 15Q: 3 clusters Score -445571.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -445583.875000 Penalty: 4163.596191
	Iteration 16Q: 3 clusters Score -445583.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -445597.031250 Penalty: 4163.596191
	Iteration 17Q: 3 clusters Score -445597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -445613.781250 Penalty: 4163.596191
	Iteration 18Q: 3 clusters Score -445613.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -445626.687500 Penalty: 4163.596191
	Iteration 19Q: 3 clusters Score -445626.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -445641.718750 Penalty: 4163.596191
	Iteration 20F: 3 clusters Score -445641.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -445653.750000 Penalty: 4163.596191
	Iteration 21Q: 3 clusters Score -445653.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -445663.687500 Penalty: 4163.596191
	Iteration 22Q: 3 clusters Score -445663.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -445671.187500 Penalty: 4163.596191
	Iteration 23Q: 3 clusters Score -445671.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -445680.656250 Penalty: 4163.596191
	Iteration 24Q: 3 clusters Score -445680.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -445692.125000 Penalty: 4163.596191
	Iteration 25Q: 3 clusters Score -445692.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -445703.562500 Penalty: 4163.596191
	Iteration 26Q: 3 clusters Score -445703.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -445714.187500 Penalty: 4163.596191
	Iteration 27Q: 3 clusters Score -445714.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -445727.375000 Penalty: 4163.596191
	Iteration 28Q: 3 clusters Score -445727.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -445738.250000 Penalty: 4163.596191
	Iteration 29Q: 3 clusters Score -445738.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -445753.656250 Penalty: 4163.596191
	Iteration 30Q: 3 clusters Score -445753.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -445774.218750 Penalty: 4163.596191
	Iteration 31Q: 3 clusters Score -445774.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -445797.187500 Penalty: 4163.596191
	Iteration 32Q: 3 clusters Score -445797.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -445818.343750 Penalty: 4163.596191
	Iteration 33Q: 3 clusters Score -445818.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -445836.312500 Penalty: 4163.596191
	Iteration 34Q: 3 clusters Score -445836.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -445853.218750 Penalty: 4163.596191
	Iteration 35Q: 3 clusters Score -445853.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -445861.312500 Penalty: 4163.596191
	Iteration 36Q: 3 clusters Score -445861.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -445870.781250 Penalty: 4163.596191
	Iteration 37Q: 3 clusters Score -445870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -445877.656250 Penalty: 4163.596191
	Iteration 38Q: 3 clusters Score -445877.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -445884.500000 Penalty: 4163.596191
	Iteration 39Q: 3 clusters Score -445884.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -445886.843750 Penalty: 4163.596191
	Iteration 40F: 3 clusters Score -445886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -445890.031250 Penalty: 4163.596191
	Iteration 41Q: 3 clusters Score -445890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -445893.062500 Penalty: 4163.596191
	Iteration 42Q: 3 clusters Score -445893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -445894.500000 Penalty: 4163.596191
	Iteration 43Q: 3 clusters Score -445894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -445896.593750 Penalty: 4163.596191
	Iteration 44Q: 3 clusters Score -445896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -445899.093750 Penalty: 4163.596191
	Iteration 45Q: 3 clusters Score -445899.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -445902.125000 Penalty: 4163.596191
	Iteration 46Q: 3 clusters Score -445902.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -445907.343750 Penalty: 4163.596191
	Iteration 47Q: 3 clusters Score -445907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -445911.000000 Penalty: 4163.596191
	Iteration 48Q: 3 clusters Score -445911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -445913.375000 Penalty: 4163.596191
	Iteration 49Q: 3 clusters Score -445913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -445916.593750 Penalty: 4163.596191
	Iteration 50Q: 3 clusters Score -445916.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -445920.343750 Penalty: 4163.596191
	Iteration 51Q: 3 clusters Score -445920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -445922.031250 Penalty: 4163.596191
	Iteration 52Q: 3 clusters Score -445922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -445923.281250 Penalty: 4163.596191
	Iteration 53Q: 3 clusters Score -445923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -445924.468750 Penalty: 4163.596191
	Iteration 54Q: 3 clusters Score -445924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -445925.250000 Penalty: 4163.596191
	Iteration 55Q: 3 clusters Score -445925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -445925.250000 Penalty: 4163.596191
	Iteration 56F: 3 clusters Score -445925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -71769.781250 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -71769.78 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 395 members 
Entering Unmasked Estep 
Score: -70038.023438 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -70038.02 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70700.640625 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -70700.64 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71462.156250 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -71462.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71728.453125 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -71728.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -71859.632812 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -71859.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -71912.187500 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -71912.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -71950.804688 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -71950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -71961.429688 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -71961.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -71964.804688 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -71964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -71970.140625 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -71970.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -71972.648438 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -71972.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -71972.648438 Penalty: 3305.546875
	Iteration 11F: 3 clusters Score -71972.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 207408 members 
Mstep: Class 4 contains 39354 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29487 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21462 members 
Mstep: Class 12 contains 170847 members 
Mstep: Class 15 contains 22404 members 
Mstep: Class 16 contains 35177 members 
Mstep: Class 18 contains 14142 members 
Mstep: Class 19 contains 128448 members 
Entering Unmasked Estep 
Score: -70049904.000000 Penalty: 53300.515625
Splitting cluster 8 changes total score from -70049728.000000 to -70049904.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (29487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Entering Unmasked Estep 
Score: -3129418.750000 Penalty: 2552.342773
	Iteration 0F: 2 clusters Score -3129419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3109253.000000 Penalty: 5104.685547
	Iteration 0F: 3 clusters Score -3109253 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3116528.750000 Penalty: 5104.685547
	Iteration 1F: 3 clusters Score -3116529 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3116968.750000 Penalty: 5104.685547
	Iteration 2Q: 3 clusters Score -3116969 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3117334.500000 Penalty: 5104.685547
	Iteration 3Q: 3 clusters Score -3117334 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3117713.250000 Penalty: 5104.685547
	Iteration 4Q: 3 clusters Score -3117713 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -3118102.500000 Penalty: 5104.685547
	Iteration 5Q: 3 clusters Score -3118102 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3118509.500000 Penalty: 5104.685547
	Iteration 6Q: 3 clusters Score -3118510 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3119087.000000 Penalty: 5104.685547
	Iteration 7Q: 3 clusters Score -3119087 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3119826.500000 Penalty: 5104.685547
	Iteration 8Q: 3 clusters Score -3119826 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -3120775.500000 Penalty: 5104.685547
	Iteration 9F: 3 clusters Score -3120776 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3121829.500000 Penalty: 5104.685547
	Iteration 10F: 3 clusters Score -3121830 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3122867.250000 Penalty: 5104.685547
	Iteration 11Q: 3 clusters Score -3122867 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3123844.250000 Penalty: 5104.685547
	Iteration 12Q: 3 clusters Score -3123844 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3124618.500000 Penalty: 5104.685547
	Iteration 13Q: 3 clusters Score -3124618 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3125262.500000 Penalty: 5104.685547
	Iteration 14Q: 3 clusters Score -3125262 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3125857.000000 Penalty: 5104.685547
	Iteration 15Q: 3 clusters Score -3125857 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3126307.250000 Penalty: 5104.685547
	Iteration 16Q: 3 clusters Score -3126307 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3126716.000000 Penalty: 5104.685547
	Iteration 17Q: 3 clusters Score -3126716 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3127029.250000 Penalty: 5104.685547
	Iteration 18Q: 3 clusters Score -3127029 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3127210.500000 Penalty: 5104.685547
	Iteration 19Q: 3 clusters Score -3127210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3127338.500000 Penalty: 5104.685547
	Iteration 20F: 3 clusters Score -3127338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3127394.250000 Penalty: 5104.685547
	Iteration 21Q: 3 clusters Score -3127394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3127453.250000 Penalty: 5104.685547
	Iteration 22Q: 3 clusters Score -3127453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3127496.000000 Penalty: 5104.685547
	Iteration 23Q: 3 clusters Score -3127496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3127523.500000 Penalty: 5104.685547
	Iteration 24Q: 3 clusters Score -3127524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3127563.500000 Penalty: 5104.685547
	Iteration 25Q: 3 clusters Score -3127564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3127574.750000 Penalty: 5104.685547
	Iteration 26Q: 3 clusters Score -3127575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3127591.500000 Penalty: 5104.685547
	Iteration 27Q: 3 clusters Score -3127592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3127614.000000 Penalty: 5104.685547
	Iteration 28Q: 3 clusters Score -3127614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3127631.250000 Penalty: 5104.685547
	Iteration 29Q: 3 clusters Score -3127631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3127641.000000 Penalty: 5104.685547
	Iteration 30Q: 3 clusters Score -3127641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3127648.000000 Penalty: 5104.685547
	Iteration 31Q: 3 clusters Score -3127648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3127656.000000 Penalty: 5104.685547
	Iteration 32Q: 3 clusters Score -3127656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3127662.000000 Penalty: 5104.685547
	Iteration 33Q: 3 clusters Score -3127662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3127664.500000 Penalty: 5104.685547
	Iteration 34Q: 3 clusters Score -3127664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3127665.750000 Penalty: 5104.685547
	Iteration 35Q: 3 clusters Score -3127666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3127665.750000 Penalty: 5104.685547
	Iteration 36Q: 3 clusters Score -3127666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3127666.750000 Penalty: 5104.685547
	Iteration 37Q: 3 clusters Score -3127667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3127666.750000 Penalty: 5104.685547
	Iteration 38F: 3 clusters Score -3127667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -39623.765625 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -39623.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -38212.941406 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -38212.94 nChanged 80
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: -38485.164062 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -38485.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38586.210938 Penalty: 3038.927246
	Iteration 2F: 3 clusters Score -38586.21 nChanged 13
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: -38627.609375 Penalty: 3038.927246
	Iteration 3Q: 3 clusters Score -38627.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38663.132812 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -38663.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38681.507812 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -38681.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38687.023438 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -38687.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38691.179688 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -38691.18 nChanged 1
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: -38695.453125 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -38695.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -38697.417969 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -38697.42 nChanged 1
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: -38704.230469 Penalty: 3038.927246
	Iteration 10Q: 3 clusters Score -38704.23 nChanged 0
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: -38704.230469 Penalty: 3038.927246
	Iteration 11F: 3 clusters Score -38704.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Entering Unmasked Estep 
Score: -2156252.250000 Penalty: 2473.561768
	Iteration 0F: 2 clusters Score -2156252 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 10589 members 
Entering Unmasked Estep 
Score: -2141262.750000 Penalty: 4947.123535
	Iteration 0F: 3 clusters Score -2141263 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2146354.250000 Penalty: 4947.123535
	Iteration 1F: 3 clusters Score -2146354 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2146751.250000 Penalty: 4947.123535
	Iteration 2F: 3 clusters Score -2146751 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2147163.000000 Penalty: 4947.123535
	Iteration 3Q: 3 clusters Score -2147163 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2147650.000000 Penalty: 4947.123535
	Iteration 4Q: 3 clusters Score -2147650 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2148395.250000 Penalty: 4947.123535
	Iteration 5F: 3 clusters Score -2148395 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2149632.250000 Penalty: 4947.123535
	Iteration 6F: 3 clusters Score -2149632 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2151378.250000 Penalty: 4947.123535
	Iteration 7F: 3 clusters Score -2151378 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2153062.500000 Penalty: 4947.123535
	Iteration 8F: 3 clusters Score -2153062 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2154248.500000 Penalty: 4947.123535
	Iteration 9F: 3 clusters Score -2154248 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2154848.250000 Penalty: 4947.123535
	Iteration 10Q: 3 clusters Score -2154848 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2155210.500000 Penalty: 4947.123535
	Iteration 11Q: 3 clusters Score -2155210 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2155386.500000 Penalty: 4947.123535
	Iteration 12Q: 3 clusters Score -2155386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2155467.500000 Penalty: 4947.123535
	Iteration 13Q: 3 clusters Score -2155468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2155482.250000 Penalty: 4947.123535
	Iteration 14Q: 3 clusters Score -2155482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2155491.750000 Penalty: 4947.123535
	Iteration 15Q: 3 clusters Score -2155492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2155499.250000 Penalty: 4947.123535
	Iteration 16Q: 3 clusters Score -2155499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2155503.000000 Penalty: 4947.123535
	Iteration 17Q: 3 clusters Score -2155503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2155507.250000 Penalty: 4947.123535
	Iteration 18Q: 3 clusters Score -2155507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2155510.750000 Penalty: 4947.123535
	Iteration 19Q: 3 clusters Score -2155511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2155512.250000 Penalty: 4947.123535
	Iteration 20F: 3 clusters Score -2155512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2155512.250000 Penalty: 4947.123535
	Iteration 21Q: 3 clusters Score -2155512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2155512.250000 Penalty: 4947.123535
	Iteration 22F: 3 clusters Score -2155512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (170847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170847 members 
Entering Unmasked Estep 
Score: -17929840.000000 Penalty: 2988.033936
	Iteration 0F: 2 clusters Score -1.792984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85368 members 
Mstep: Class 2 contains 85479 members 
Entering Unmasked Estep 
Score: -17818200.000000 Penalty: 5976.067871
	Iteration 0F: 3 clusters Score -1.78182e+07 nChanged 82092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -17866204.000000 Penalty: 5976.067871
	Iteration 1F: 3 clusters Score -1.78662e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -17867094.000000 Penalty: 5976.067871
	Iteration 2Q: 3 clusters Score -1.786709e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -17868052.000000 Penalty: 5976.067871
	Iteration 3Q: 3 clusters Score -1.786805e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81079 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -17869224.000000 Penalty: 5976.067871
	Iteration 4Q: 3 clusters Score -1.786922e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78695 members 
Mstep: Class 2 contains 92152 members 
Entering Unmasked Estep 
Score: -17870938.000000 Penalty: 5976.067871
	Iteration 5Q: 3 clusters Score -1.787094e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 95826 members 
Entering Unmasked Estep 
Score: -17873258.000000 Penalty: 5976.067871
	Iteration 6Q: 3 clusters Score -1.787326e+07 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -17876578.000000 Penalty: 5976.067871
	Iteration 7Q: 3 clusters Score -1.787658e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -17881446.000000 Penalty: 5976.067871
	Iteration 8F: 3 clusters Score -1.788145e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 117334 members 
Entering Unmasked Estep 
Score: -17888612.000000 Penalty: 5976.067871
	Iteration 9F: 3 clusters Score -1.788861e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 127122 members 
Entering Unmasked Estep 
Score: -17897372.000000 Penalty: 5976.067871
	Iteration 10F: 3 clusters Score -1.789737e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 135725 members 
Entering Unmasked Estep 
Score: -17905694.000000 Penalty: 5976.067871
	Iteration 11F: 3 clusters Score -1.790569e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 141925 members 
Entering Unmasked Estep 
Score: -17911292.000000 Penalty: 5976.067871
	Iteration 12Q: 3 clusters Score -1.791129e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 146240 members 
Entering Unmasked Estep 
Score: -17914556.000000 Penalty: 5976.067871
	Iteration 13Q: 3 clusters Score -1.791456e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 149529 members 
Entering Unmasked Estep 
Score: -17916202.000000 Penalty: 5976.067871
	Iteration 14Q: 3 clusters Score -1.79162e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 152365 members 
Entering Unmasked Estep 
Score: -17917558.000000 Penalty: 5976.067871
	Iteration 15Q: 3 clusters Score -1.791756e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -17918942.000000 Penalty: 5976.067871
	Iteration 16Q: 3 clusters Score -1.791894e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 157227 members 
Entering Unmasked Estep 
Score: -17920006.000000 Penalty: 5976.067871
	Iteration 17Q: 3 clusters Score -1.792001e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 159229 members 
Entering Unmasked Estep 
Score: -17920964.000000 Penalty: 5976.067871
	Iteration 18Q: 3 clusters Score -1.792096e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 161039 members 
Entering Unmasked Estep 
Score: -17921990.000000 Penalty: 5976.067871
	Iteration 19Q: 3 clusters Score -1.792199e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -17922942.000000 Penalty: 5976.067871
	Iteration 20F: 3 clusters Score -1.792294e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 164078 members 
Entering Unmasked Estep 
Score: -17923872.000000 Penalty: 5976.067871
	Iteration 21Q: 3 clusters Score -1.792387e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 165190 members 
Entering Unmasked Estep 
Score: -17924648.000000 Penalty: 5976.067871
	Iteration 22Q: 3 clusters Score -1.792465e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 166064 members 
Entering Unmasked Estep 
Score: -17925266.000000 Penalty: 5976.067871
	Iteration 23Q: 3 clusters Score -1.792527e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -17925820.000000 Penalty: 5976.067871
	Iteration 24Q: 3 clusters Score -1.792582e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 167279 members 
Entering Unmasked Estep 
Score: -17926256.000000 Penalty: 5976.067871
	Iteration 25Q: 3 clusters Score -1.792626e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 167672 members 
Entering Unmasked Estep 
Score: -17926518.000000 Penalty: 5976.067871
	Iteration 26Q: 3 clusters Score -1.792652e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 167964 members 
Entering Unmasked Estep 
Score: -17926842.000000 Penalty: 5976.067871
	Iteration 27Q: 3 clusters Score -1.792684e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 168166 members 
Entering Unmasked Estep 
Score: -17927096.000000 Penalty: 5976.067871
	Iteration 28Q: 3 clusters Score -1.79271e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 168297 members 
Entering Unmasked Estep 
Score: -17927288.000000 Penalty: 5976.067871
	Iteration 29Q: 3 clusters Score -1.792729e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 168398 members 
Entering Unmasked Estep 
Score: -17927448.000000 Penalty: 5976.067871
	Iteration 30Q: 3 clusters Score -1.792745e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -17927536.000000 Penalty: 5976.067871
	Iteration 31Q: 3 clusters Score -1.792754e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 168542 members 
Entering Unmasked Estep 
Score: -17927606.000000 Penalty: 5976.067871
	Iteration 32Q: 3 clusters Score -1.792761e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -17927652.000000 Penalty: 5976.067871
	Iteration 33Q: 3 clusters Score -1.792765e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 168638 members 
Entering Unmasked Estep 
Score: -17927694.000000 Penalty: 5976.067871
	Iteration 34Q: 3 clusters Score -1.792769e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 168672 members 
Entering Unmasked Estep 
Score: -17927732.000000 Penalty: 5976.067871
	Iteration 35Q: 3 clusters Score -1.792773e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 168718 members 
Entering Unmasked Estep 
Score: -17927754.000000 Penalty: 5976.067871
	Iteration 36Q: 3 clusters Score -1.792775e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 168754 members 
Entering Unmasked Estep 
Score: -17927806.000000 Penalty: 5976.067871
	Iteration 37Q: 3 clusters Score -1.792781e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 168783 members 
Entering Unmasked Estep 
Score: -17927834.000000 Penalty: 5976.067871
	Iteration 38Q: 3 clusters Score -1.792783e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -17927836.000000 Penalty: 5976.067871
	Iteration 39Q: 3 clusters Score -1.792784e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 168833 members 
Entering Unmasked Estep 
Score: -17927928.000000 Penalty: 5976.067871
	Iteration 40F: 3 clusters Score -1.792793e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 168794 members 
Entering Unmasked Estep 
Score: -17927998.000000 Penalty: 5976.067871
	Iteration 41Q: 3 clusters Score -1.7928e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 168770 members 
Entering Unmasked Estep 
Score: -17928024.000000 Penalty: 5976.067871
	Iteration 42Q: 3 clusters Score -1.792802e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 168744 members 
Entering Unmasked Estep 
Score: -17928036.000000 Penalty: 5976.067871
	Iteration 43Q: 3 clusters Score -1.792804e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 168725 members 
Entering Unmasked Estep 
Score: -17928094.000000 Penalty: 5976.067871
	Iteration 44Q: 3 clusters Score -1.792809e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 168705 members 
Entering Unmasked Estep 
Score: -17928146.000000 Penalty: 5976.067871
	Iteration 45Q: 3 clusters Score -1.792815e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -17928186.000000 Penalty: 5976.067871
	Iteration 46Q: 3 clusters Score -1.792819e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 168690 members 
Entering Unmasked Estep 
Score: -17928200.000000 Penalty: 5976.067871
	Iteration 47Q: 3 clusters Score -1.79282e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 168673 members 
Entering Unmasked Estep 
Score: -17928236.000000 Penalty: 5976.067871
	Iteration 48Q: 3 clusters Score -1.792824e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 168658 members 
Entering Unmasked Estep 
Score: -17928240.000000 Penalty: 5976.067871
	Iteration 49Q: 3 clusters Score -1.792824e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 168643 members 
Entering Unmasked Estep 
Score: -17928276.000000 Penalty: 5976.067871
	Iteration 50Q: 3 clusters Score -1.792828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 168623 members 
Entering Unmasked Estep 
Score: -17928276.000000 Penalty: 5976.067871
	Iteration 51Q: 3 clusters Score -1.792828e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -17928278.000000 Penalty: 5976.067871
	Iteration 52Q: 3 clusters Score -1.792828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 168586 members 
Entering Unmasked Estep 
Score: -17928298.000000 Penalty: 5976.067871
	Iteration 53Q: 3 clusters Score -1.79283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 168568 members 
Entering Unmasked Estep 
Score: -17928314.000000 Penalty: 5976.067871
	Iteration 54Q: 3 clusters Score -1.792831e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 168554 members 
Entering Unmasked Estep 
Score: -17928326.000000 Penalty: 5976.067871
	Iteration 55Q: 3 clusters Score -1.792833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 168535 members 
Entering Unmasked Estep 
Score: -17928326.000000 Penalty: 5976.067871
	Iteration 56Q: 3 clusters Score -1.792833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -17928324.000000 Penalty: 5976.067871
	Iteration 57Q: 3 clusters Score -1.792832e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -17928344.000000 Penalty: 5976.067871
	Iteration 58Q: 3 clusters Score -1.792834e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -17928358.000000 Penalty: 5976.067871
	Iteration 59Q: 3 clusters Score -1.792836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 168475 members 
Entering Unmasked Estep 
Score: -17928344.000000 Penalty: 5976.067871
	Iteration 60F: 3 clusters Score -1.792834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 168458 members 
Entering Unmasked Estep 
Score: -17928322.000000 Penalty: 5976.067871
	Iteration 61Q: 3 clusters Score -1.792832e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 168440 members 
Entering Unmasked Estep 
Score: -17928330.000000 Penalty: 5976.067871
	Iteration 62Q: 3 clusters Score -1.792833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -17928322.000000 Penalty: 5976.067871
	Iteration 63Q: 3 clusters Score -1.792832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 168400 members 
Entering Unmasked Estep 
Score: -17928326.000000 Penalty: 5976.067871
	Iteration 64Q: 3 clusters Score -1.792833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 168383 members 
Entering Unmasked Estep 
Score: -17928346.000000 Penalty: 5976.067871
	Iteration 65Q: 3 clusters Score -1.792835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 168371 members 
Entering Unmasked Estep 
Score: -17928340.000000 Penalty: 5976.067871
	Iteration 66Q: 3 clusters Score -1.792834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 168360 members 
Entering Unmasked Estep 
Score: -17928328.000000 Penalty: 5976.067871
	Iteration 67Q: 3 clusters Score -1.792833e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -17928350.000000 Penalty: 5976.067871
	Iteration 68Q: 3 clusters Score -1.792835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 168338 members 
Entering Unmasked Estep 
Score: -17928354.000000 Penalty: 5976.067871
	Iteration 69Q: 3 clusters Score -1.792835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 168328 members 
Entering Unmasked Estep 
Score: -17928364.000000 Penalty: 5976.067871
	Iteration 70Q: 3 clusters Score -1.792836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 168324 members 
Entering Unmasked Estep 
Score: -17928348.000000 Penalty: 5976.067871
	Iteration 71Q: 3 clusters Score -1.792835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 168319 members 
Entering Unmasked Estep 
Score: -17928350.000000 Penalty: 5976.067871
	Iteration 72Q: 3 clusters Score -1.792835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 168313 members 
Entering Unmasked Estep 
Score: -17928352.000000 Penalty: 5976.067871
	Iteration 73Q: 3 clusters Score -1.792835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 168306 members 
Entering Unmasked Estep 
Score: -17928354.000000 Penalty: 5976.067871
	Iteration 74Q: 3 clusters Score -1.792835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 168301 members 
Entering Unmasked Estep 
Score: -17928352.000000 Penalty: 5976.067871
	Iteration 75Q: 3 clusters Score -1.792835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -17928348.000000 Penalty: 5976.067871
	Iteration 76Q: 3 clusters Score -1.792835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 168301 members 
Entering Unmasked Estep 
Score: -17928356.000000 Penalty: 5976.067871
	Iteration 77Q: 3 clusters Score -1.792836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -17928356.000000 Penalty: 5976.067871
	Iteration 78Q: 3 clusters Score -1.792836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 168299 members 
Entering Unmasked Estep 
Score: -17928360.000000 Penalty: 5976.067871
	Iteration 79Q: 3 clusters Score -1.792836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 168301 members 
Entering Unmasked Estep 
Score: -17928358.000000 Penalty: 5976.067871
	Iteration 80F: 3 clusters Score -1.792836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 168301 members 
Entering Unmasked Estep 
Score: -17928338.000000 Penalty: 5976.067871
	Iteration 81Q: 3 clusters Score -1.792834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 168298 members 
Entering Unmasked Estep 
Score: -17928326.000000 Penalty: 5976.067871
	Iteration 82Q: 3 clusters Score -1.792833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 168295 members 
Entering Unmasked Estep 
Score: -17928338.000000 Penalty: 5976.067871
	Iteration 83Q: 3 clusters Score -1.792834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 168290 members 
Entering Unmasked Estep 
Score: -17928346.000000 Penalty: 5976.067871
	Iteration 84Q: 3 clusters Score -1.792835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 168289 members 
Entering Unmasked Estep 
Score: -17928334.000000 Penalty: 5976.067871
	Iteration 85Q: 3 clusters Score -1.792833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -17928336.000000 Penalty: 5976.067871
	Iteration 86Q: 3 clusters Score -1.792834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 168281 members 
Entering Unmasked Estep 
Score: -17928344.000000 Penalty: 5976.067871
	Iteration 87Q: 3 clusters Score -1.792834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 168280 members 
Entering Unmasked Estep 
Score: -17928332.000000 Penalty: 5976.067871
	Iteration 88Q: 3 clusters Score -1.792833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 168282 members 
Entering Unmasked Estep 
Score: -17928340.000000 Penalty: 5976.067871
	Iteration 89Q: 3 clusters Score -1.792834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -17928334.000000 Penalty: 5976.067871
	Iteration 90Q: 3 clusters Score -1.792833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 168279 members 
Entering Unmasked Estep 
Score: -17928340.000000 Penalty: 5976.067871
	Iteration 91Q: 3 clusters Score -1.792834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 168274 members 
Entering Unmasked Estep 
Score: -17928330.000000 Penalty: 5976.067871
	Iteration 92Q: 3 clusters Score -1.792833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 168271 members 
Entering Unmasked Estep 
Score: -17928332.000000 Penalty: 5976.067871
	Iteration 93Q: 3 clusters Score -1.792833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 168271 members 
Entering Unmasked Estep 
Score: -17928326.000000 Penalty: 5976.067871
	Iteration 94Q: 3 clusters Score -1.792833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 168270 members 
Entering Unmasked Estep 
Score: -17928322.000000 Penalty: 5976.067871
	Iteration 95Q: 3 clusters Score -1.792832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 168267 members 
Entering Unmasked Estep 
Score: -17928338.000000 Penalty: 5976.067871
	Iteration 96Q: 3 clusters Score -1.792834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 168265 members 
Entering Unmasked Estep 
Score: -17928332.000000 Penalty: 5976.067871
	Iteration 97Q: 3 clusters Score -1.792833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -17928338.000000 Penalty: 5976.067871
	Iteration 98Q: 3 clusters Score -1.792834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -17928326.000000 Penalty: 5976.067871
	Iteration 99Q: 3 clusters Score -1.792833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 168265 members 
Entering Unmasked Estep 
Score: -17928350.000000 Penalty: 5976.067871
	Iteration 100F: 3 clusters Score -1.792835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -17928352.000000 Penalty: 5976.067871
	Iteration 101Q: 3 clusters Score -1.792835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -17928352.000000 Penalty: 5976.067871
	Iteration 102F: 3 clusters Score -1.792835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (22404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Entering Unmasked Estep 
Score: -2351697.000000 Penalty: 2484.214600
	Iteration 0F: 2 clusters Score -2351697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -2336165.500000 Penalty: 4968.429199
	Iteration 0F: 3 clusters Score -2336166 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2341524.750000 Penalty: 4968.429199
	Iteration 1F: 3 clusters Score -2341525 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2341965.500000 Penalty: 4968.429199
	Iteration 2F: 3 clusters Score -2341966 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2342407.000000 Penalty: 4968.429199
	Iteration 3Q: 3 clusters Score -2342407 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2342933.250000 Penalty: 4968.429199
	Iteration 4Q: 3 clusters Score -2342933 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2343662.500000 Penalty: 4968.429199
	Iteration 5F: 3 clusters Score -2343662 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2344716.500000 Penalty: 4968.429199
	Iteration 6F: 3 clusters Score -2344716 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2346076.000000 Penalty: 4968.429199
	Iteration 7F: 3 clusters Score -2346076 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2347463.500000 Penalty: 4968.429199
	Iteration 8F: 3 clusters Score -2347464 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2348524.750000 Penalty: 4968.429199
	Iteration 9Q: 3 clusters Score -2348525 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2349187.250000 Penalty: 4968.429199
	Iteration 10Q: 3 clusters Score -2349187 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2349485.250000 Penalty: 4968.429199
	Iteration 11Q: 3 clusters Score -2349485 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2349601.750000 Penalty: 4968.429199
	Iteration 12Q: 3 clusters Score -2349602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2349647.250000 Penalty: 4968.429199
	Iteration 13Q: 3 clusters Score -2349647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2349688.500000 Penalty: 4968.429199
	Iteration 14Q: 3 clusters Score -2349688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2349709.750000 Penalty: 4968.429199
	Iteration 15Q: 3 clusters Score -2349710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2349724.250000 Penalty: 4968.429199
	Iteration 16Q: 3 clusters Score -2349724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2349728.000000 Penalty: 4968.429199
	Iteration 17Q: 3 clusters Score -2349728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2349731.250000 Penalty: 4968.429199
	Iteration 18Q: 3 clusters Score -2349731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2349734.250000 Penalty: 4968.429199
	Iteration 19Q: 3 clusters Score -2349734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2349739.500000 Penalty: 4968.429199
	Iteration 20F: 3 clusters Score -2349740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2349739.250000 Penalty: 4968.429199
	Iteration 21Q: 3 clusters Score -2349739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2349742.500000 Penalty: 4968.429199
	Iteration 22Q: 3 clusters Score -2349742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2349743.750000 Penalty: 4968.429199
	Iteration 23Q: 3 clusters Score -2349744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2349745.250000 Penalty: 4968.429199
	Iteration 24Q: 3 clusters Score -2349745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2349746.750000 Penalty: 4968.429199
	Iteration 25Q: 3 clusters Score -2349747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2349750.750000 Penalty: 4968.429199
	Iteration 26Q: 3 clusters Score -2349751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2349749.500000 Penalty: 4968.429199
	Iteration 27Q: 3 clusters Score -2349750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2349750.500000 Penalty: 4968.429199
	Iteration 28Q: 3 clusters Score -2349750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2349751.250000 Penalty: 4968.429199
	Iteration 29Q: 3 clusters Score -2349751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2349751.250000 Penalty: 4968.429199
	Iteration 30F: 3 clusters Score -2349751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Entering Unmasked Estep 
Score: -3651484.750000 Penalty: 2596.100586
	Iteration 0F: 2 clusters Score -3651485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3627552.500000 Penalty: 5192.201172
	Iteration 0F: 3 clusters Score -3627552 nChanged 15893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3636307.000000 Penalty: 5192.201172
	Iteration 1F: 3 clusters Score -3636307 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3636803.750000 Penalty: 5192.201172
	Iteration 2Q: 3 clusters Score -3636804 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3637360.750000 Penalty: 5192.201172
	Iteration 3Q: 3 clusters Score -3637361 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3638087.750000 Penalty: 5192.201172
	Iteration 4Q: 3 clusters Score -3638088 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3639261.750000 Penalty: 5192.201172
	Iteration 5F: 3 clusters Score -3639262 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3641030.250000 Penalty: 5192.201172
	Iteration 6F: 3 clusters Score -3641030 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3643421.000000 Penalty: 5192.201172
	Iteration 7F: 3 clusters Score -3643421 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3645892.000000 Penalty: 5192.201172
	Iteration 8F: 3 clusters Score -3645892 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3647654.750000 Penalty: 5192.201172
	Iteration 9F: 3 clusters Score -3647655 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3648539.750000 Penalty: 5192.201172
	Iteration 10Q: 3 clusters Score -3648540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3648899.000000 Penalty: 5192.201172
	Iteration 11Q: 3 clusters Score -3648899 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3649029.250000 Penalty: 5192.201172
	Iteration 12Q: 3 clusters Score -3649029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3649103.000000 Penalty: 5192.201172
	Iteration 13Q: 3 clusters Score -3649103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3649127.750000 Penalty: 5192.201172
	Iteration 14Q: 3 clusters Score -3649128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3649147.000000 Penalty: 5192.201172
	Iteration 15Q: 3 clusters Score -3649147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3649158.250000 Penalty: 5192.201172
	Iteration 16Q: 3 clusters Score -3649158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3649163.750000 Penalty: 5192.201172
	Iteration 17Q: 3 clusters Score -3649164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3649173.000000 Penalty: 5192.201172
	Iteration 18Q: 3 clusters Score -3649173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3649178.750000 Penalty: 5192.201172
	Iteration 19Q: 3 clusters Score -3649179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3649182.750000 Penalty: 5192.201172
	Iteration 20F: 3 clusters Score -3649183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3649184.750000 Penalty: 5192.201172
	Iteration 21Q: 3 clusters Score -3649185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3649192.500000 Penalty: 5192.201172
	Iteration 22Q: 3 clusters Score -3649192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3649199.500000 Penalty: 5192.201172
	Iteration 23Q: 3 clusters Score -3649200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3649206.500000 Penalty: 5192.201172
	Iteration 24Q: 3 clusters Score -3649206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3649207.250000 Penalty: 5192.201172
	Iteration 25Q: 3 clusters Score -3649207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3649207.250000 Penalty: 5192.201172
	Iteration 26Q: 3 clusters Score -3649207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3649214.750000 Penalty: 5192.201172
	Iteration 27Q: 3 clusters Score -3649215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3649223.750000 Penalty: 5192.201172
	Iteration 28Q: 3 clusters Score -3649224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3649228.000000 Penalty: 5192.201172
	Iteration 29Q: 3 clusters Score -3649228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3649227.000000 Penalty: 5192.201172
	Iteration 30Q: 3 clusters Score -3649227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3649227.000000 Penalty: 5192.201172
	Iteration 31Q: 3 clusters Score -3649227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3649229.250000 Penalty: 5192.201172
	Iteration 32Q: 3 clusters Score -3649229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3649229.500000 Penalty: 5192.201172
	Iteration 33Q: 3 clusters Score -3649230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3649230.250000 Penalty: 5192.201172
	Iteration 34Q: 3 clusters Score -3649230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3649230.250000 Penalty: 5192.201172
	Iteration 35F: 3 clusters Score -3649230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Entering Unmasked Estep 
Score: -1512836.500000 Penalty: 2370.112305
	Iteration 0F: 2 clusters Score -1512836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1502466.375000 Penalty: 4740.224609
	Iteration 0F: 3 clusters Score -1502466 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1505671.750000 Penalty: 4740.224609
	Iteration 1F: 3 clusters Score -1505672 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1505970.125000 Penalty: 4740.224609
	Iteration 2F: 3 clusters Score -1505970 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1506162.750000 Penalty: 4740.224609
	Iteration 3Q: 3 clusters Score -1506163 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1506297.500000 Penalty: 4740.224609
	Iteration 4Q: 3 clusters Score -1506298 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1506396.625000 Penalty: 4740.224609
	Iteration 5Q: 3 clusters Score -1506397 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1506466.000000 Penalty: 4740.224609
	Iteration 6Q: 3 clusters Score -1506466 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1506527.125000 Penalty: 4740.224609
	Iteration 7Q: 3 clusters Score -1506527 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1506597.125000 Penalty: 4740.224609
	Iteration 8Q: 3 clusters Score -1506597 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1506662.375000 Penalty: 4740.224609
	Iteration 9Q: 3 clusters Score -1506662 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1506728.250000 Penalty: 4740.224609
	Iteration 10Q: 3 clusters Score -1506728 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1506787.750000 Penalty: 4740.224609
	Iteration 11Q: 3 clusters Score -1506788 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1506868.125000 Penalty: 4740.224609
	Iteration 12Q: 3 clusters Score -1506868 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1506933.125000 Penalty: 4740.224609
	Iteration 13Q: 3 clusters Score -1506933 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1507010.125000 Penalty: 4740.224609
	Iteration 14Q: 3 clusters Score -1507010 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1507119.750000 Penalty: 4740.224609
	Iteration 15Q: 3 clusters Score -1507120 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1507255.000000 Penalty: 4740.224609
	Iteration 16Q: 3 clusters Score -1507255 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1507429.125000 Penalty: 4740.224609
	Iteration 17Q: 3 clusters Score -1507429 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1507651.125000 Penalty: 4740.224609
	Iteration 18Q: 3 clusters Score -1507651 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1507963.875000 Penalty: 4740.224609
	Iteration 19Q: 3 clusters Score -1507964 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1508346.125000 Penalty: 4740.224609
	Iteration 20F: 3 clusters Score -1508346 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1508834.375000 Penalty: 4740.224609
	Iteration 21Q: 3 clusters Score -1508834 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1509356.500000 Penalty: 4740.224609
	Iteration 22Q: 3 clusters Score -1509356 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1509813.375000 Penalty: 4740.224609
	Iteration 23Q: 3 clusters Score -1509813 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1510142.250000 Penalty: 4740.224609
	Iteration 24Q: 3 clusters Score -1510142 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1510384.375000 Penalty: 4740.224609
	Iteration 25Q: 3 clusters Score -1510384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1510514.750000 Penalty: 4740.224609
	Iteration 26Q: 3 clusters Score -1510515 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1510613.125000 Penalty: 4740.224609
	Iteration 27Q: 3 clusters Score -1510613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1510682.625000 Penalty: 4740.224609
	Iteration 28Q: 3 clusters Score -1510683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1510726.375000 Penalty: 4740.224609
	Iteration 29Q: 3 clusters Score -1510726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1510756.250000 Penalty: 4740.224609
	Iteration 30Q: 3 clusters Score -1510756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1510779.750000 Penalty: 4740.224609
	Iteration 31Q: 3 clusters Score -1510780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1510798.125000 Penalty: 4740.224609
	Iteration 32Q: 3 clusters Score -1510798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1510804.875000 Penalty: 4740.224609
	Iteration 33Q: 3 clusters Score -1510805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1510806.125000 Penalty: 4740.224609
	Iteration 34Q: 3 clusters Score -1510806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1510811.500000 Penalty: 4740.224609
	Iteration 35Q: 3 clusters Score -1510812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1510812.375000 Penalty: 4740.224609
	Iteration 36Q: 3 clusters Score -1510812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1510815.375000 Penalty: 4740.224609
	Iteration 37Q: 3 clusters Score -1510815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1510815.000000 Penalty: 4740.224609
	Iteration 38Q: 3 clusters Score -1510815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1510817.875000 Penalty: 4740.224609
	Iteration 39Q: 3 clusters Score -1510818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1510820.750000 Penalty: 4740.224609
	Iteration 40F: 3 clusters Score -1510821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1510824.875000 Penalty: 4740.224609
	Iteration 41Q: 3 clusters Score -1510825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1510829.000000 Penalty: 4740.224609
	Iteration 42Q: 3 clusters Score -1510829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1510829.375000 Penalty: 4740.224609
	Iteration 43Q: 3 clusters Score -1510829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1510829.375000 Penalty: 4740.224609
	Iteration 44F: 3 clusters Score -1510829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (128448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128448 members 
Entering Unmasked Estep 
Score: -13462292.000000 Penalty: 2917.293213
	Iteration 0F: 2 clusters Score -1.346229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -13377076.000000 Penalty: 5834.586426
	Iteration 0F: 3 clusters Score -1.337708e+07 nChanged 61079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -13412437.000000 Penalty: 5834.586426
	Iteration 1F: 3 clusters Score -1.341244e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -13413730.000000 Penalty: 5834.586426
	Iteration 2Q: 3 clusters Score -1.341373e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -13415249.000000 Penalty: 5834.586426
	Iteration 3Q: 3 clusters Score -1.341525e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -13417438.000000 Penalty: 5834.586426
	Iteration 4Q: 3 clusters Score -1.341744e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63858 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -13420780.000000 Penalty: 5834.586426
	Iteration 5Q: 3 clusters Score -1.342078e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -13425163.000000 Penalty: 5834.586426
	Iteration 6F: 3 clusters Score -1.342516e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -13430939.000000 Penalty: 5834.586426
	Iteration 7F: 3 clusters Score -1.343094e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -13437139.000000 Penalty: 5834.586426
	Iteration 8F: 3 clusters Score -1.343714e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -13442006.000000 Penalty: 5834.586426
	Iteration 9F: 3 clusters Score -1.344201e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 72697 members 
Entering Unmasked Estep 
Score: -13444472.000000 Penalty: 5834.586426
	Iteration 10Q: 3 clusters Score -1.344447e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -13445587.000000 Penalty: 5834.586426
	Iteration 11Q: 3 clusters Score -1.344559e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 75071 members 
Entering Unmasked Estep 
Score: -13446046.000000 Penalty: 5834.586426
	Iteration 12Q: 3 clusters Score -1.344605e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -13446339.000000 Penalty: 5834.586426
	Iteration 13Q: 3 clusters Score -1.344634e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -13446522.000000 Penalty: 5834.586426
	Iteration 14Q: 3 clusters Score -1.344652e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -13446825.000000 Penalty: 5834.586426
	Iteration 15Q: 3 clusters Score -1.344682e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -13447062.000000 Penalty: 5834.586426
	Iteration 16Q: 3 clusters Score -1.344706e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -13447331.000000 Penalty: 5834.586426
	Iteration 17Q: 3 clusters Score -1.344733e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -13447619.000000 Penalty: 5834.586426
	Iteration 18Q: 3 clusters Score -1.344762e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -13448031.000000 Penalty: 5834.586426
	Iteration 19Q: 3 clusters Score -1.344803e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -13448394.000000 Penalty: 5834.586426
	Iteration 20F: 3 clusters Score -1.344839e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -13448655.000000 Penalty: 5834.586426
	Iteration 21Q: 3 clusters Score -1.344866e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -13449123.000000 Penalty: 5834.586426
	Iteration 22Q: 3 clusters Score -1.344912e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -13449629.000000 Penalty: 5834.586426
	Iteration 23Q: 3 clusters Score -1.344963e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -13450102.000000 Penalty: 5834.586426
	Iteration 24Q: 3 clusters Score -1.34501e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 93544 members 
Entering Unmasked Estep 
Score: -13450606.000000 Penalty: 5834.586426
	Iteration 25Q: 3 clusters Score -1.345061e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -13451219.000000 Penalty: 5834.586426
	Iteration 26Q: 3 clusters Score -1.345122e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -13451965.000000 Penalty: 5834.586426
	Iteration 27Q: 3 clusters Score -1.345196e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -13452687.000000 Penalty: 5834.586426
	Iteration 28Q: 3 clusters Score -1.345269e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -13453464.000000 Penalty: 5834.586426
	Iteration 29Q: 3 clusters Score -1.345346e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 102907 members 
Entering Unmasked Estep 
Score: -13454179.000000 Penalty: 5834.586426
	Iteration 30Q: 3 clusters Score -1.345418e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -13454799.000000 Penalty: 5834.586426
	Iteration 31Q: 3 clusters Score -1.34548e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -13455341.000000 Penalty: 5834.586426
	Iteration 32Q: 3 clusters Score -1.345534e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -13455899.000000 Penalty: 5834.586426
	Iteration 33Q: 3 clusters Score -1.34559e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 109227 members 
Entering Unmasked Estep 
Score: -13456312.000000 Penalty: 5834.586426
	Iteration 34Q: 3 clusters Score -1.345631e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -13456662.000000 Penalty: 5834.586426
	Iteration 35Q: 3 clusters Score -1.345666e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 111741 members 
Entering Unmasked Estep 
Score: -13457062.000000 Penalty: 5834.586426
	Iteration 36Q: 3 clusters Score -1.345706e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 112851 members 
Entering Unmasked Estep 
Score: -13457396.000000 Penalty: 5834.586426
	Iteration 37Q: 3 clusters Score -1.34574e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -13457675.000000 Penalty: 5834.586426
	Iteration 38Q: 3 clusters Score -1.345768e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 114771 members 
Entering Unmasked Estep 
Score: -13457937.000000 Penalty: 5834.586426
	Iteration 39Q: 3 clusters Score -1.345794e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 115633 members 
Entering Unmasked Estep 
Score: -13458144.000000 Penalty: 5834.586426
	Iteration 40F: 3 clusters Score -1.345814e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 116413 members 
Entering Unmasked Estep 
Score: -13458286.000000 Penalty: 5834.586426
	Iteration 41Q: 3 clusters Score -1.345829e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 117075 members 
Entering Unmasked Estep 
Score: -13458456.000000 Penalty: 5834.586426
	Iteration 42Q: 3 clusters Score -1.345846e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
Score: -13458611.000000 Penalty: 5834.586426
	Iteration 43Q: 3 clusters Score -1.345861e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 118296 members 
Entering Unmasked Estep 
Score: -13458725.000000 Penalty: 5834.586426
	Iteration 44Q: 3 clusters Score -1.345872e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 118847 members 
Entering Unmasked Estep 
Score: -13458850.000000 Penalty: 5834.586426
	Iteration 45Q: 3 clusters Score -1.345885e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -13458950.000000 Penalty: 5834.586426
	Iteration 46Q: 3 clusters Score -1.345895e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 119841 members 
Entering Unmasked Estep 
Score: -13459109.000000 Penalty: 5834.586426
	Iteration 47Q: 3 clusters Score -1.345911e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 120276 members 
Entering Unmasked Estep 
Score: -13459195.000000 Penalty: 5834.586426
	Iteration 48Q: 3 clusters Score -1.34592e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 120693 members 
Entering Unmasked Estep 
Score: -13459277.000000 Penalty: 5834.586426
	Iteration 49Q: 3 clusters Score -1.345928e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 121106 members 
Entering Unmasked Estep 
Score: -13459397.000000 Penalty: 5834.586426
	Iteration 50Q: 3 clusters Score -1.34594e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -13459510.000000 Penalty: 5834.586426
	Iteration 51Q: 3 clusters Score -1.345951e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 121846 members 
Entering Unmasked Estep 
Score: -13459618.000000 Penalty: 5834.586426
	Iteration 52Q: 3 clusters Score -1.345962e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 122178 members 
Entering Unmasked Estep 
Score: -13459693.000000 Penalty: 5834.586426
	Iteration 53Q: 3 clusters Score -1.345969e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 122468 members 
Entering Unmasked Estep 
Score: -13459748.000000 Penalty: 5834.586426
	Iteration 54Q: 3 clusters Score -1.345975e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
Score: -13459830.000000 Penalty: 5834.586426
	Iteration 55Q: 3 clusters Score -1.345983e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 122980 members 
Entering Unmasked Estep 
Score: -13459863.000000 Penalty: 5834.586426
	Iteration 56Q: 3 clusters Score -1.345986e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 123194 members 
Entering Unmasked Estep 
Score: -13459913.000000 Penalty: 5834.586426
	Iteration 57Q: 3 clusters Score -1.345991e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 123405 members 
Entering Unmasked Estep 
Score: -13459973.000000 Penalty: 5834.586426
	Iteration 58Q: 3 clusters Score -1.345997e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 123579 members 
Entering Unmasked Estep 
Score: -13459973.000000 Penalty: 5834.586426
	Iteration 59Q: 3 clusters Score -1.345997e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -13459980.000000 Penalty: 5834.586426
	Iteration 60F: 3 clusters Score -1.345998e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -13460001.000000 Penalty: 5834.586426
	Iteration 61Q: 3 clusters Score -1.346e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -13460008.000000 Penalty: 5834.586426
	Iteration 62Q: 3 clusters Score -1.346001e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -13460032.000000 Penalty: 5834.586426
	Iteration 63Q: 3 clusters Score -1.346003e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -13460059.000000 Penalty: 5834.586426
	Iteration 64Q: 3 clusters Score -1.346006e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -13460092.000000 Penalty: 5834.586426
	Iteration 65Q: 3 clusters Score -1.346009e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 124500 members 
Entering Unmasked Estep 
Score: -13460158.000000 Penalty: 5834.586426
	Iteration 66Q: 3 clusters Score -1.346016e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 124587 members 
Entering Unmasked Estep 
Score: -13460173.000000 Penalty: 5834.586426
	Iteration 67Q: 3 clusters Score -1.346017e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -13460173.000000 Penalty: 5834.586426
	Iteration 68Q: 3 clusters Score -1.346017e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 124727 members 
Entering Unmasked Estep 
Score: -13460221.000000 Penalty: 5834.586426
	Iteration 69Q: 3 clusters Score -1.346022e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 124791 members 
Entering Unmasked Estep 
Score: -13460205.000000 Penalty: 5834.586426
	Iteration 70Q: 3 clusters Score -1.34602e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -13460249.000000 Penalty: 5834.586426
	Iteration 71Q: 3 clusters Score -1.346025e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 124909 members 
Entering Unmasked Estep 
Score: -13460247.000000 Penalty: 5834.586426
	Iteration 72Q: 3 clusters Score -1.346025e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 124955 members 
Entering Unmasked Estep 
Score: -13460234.000000 Penalty: 5834.586426
	Iteration 73Q: 3 clusters Score -1.346023e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -13460269.000000 Penalty: 5834.586426
	Iteration 74Q: 3 clusters Score -1.346027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 125042 members 
Entering Unmasked Estep 
Score: -13460268.000000 Penalty: 5834.586426
	Iteration 75Q: 3 clusters Score -1.346027e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 125085 members 
Entering Unmasked Estep 
Score: -13460250.000000 Penalty: 5834.586426
	Iteration 76Q: 3 clusters Score -1.346025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 125120 members 
Entering Unmasked Estep 
Score: -13460264.000000 Penalty: 5834.586426
	Iteration 77Q: 3 clusters Score -1.346026e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 125153 members 
Entering Unmasked Estep 
Score: -13460277.000000 Penalty: 5834.586426
	Iteration 78Q: 3 clusters Score -1.346028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -13460256.000000 Penalty: 5834.586426
	Iteration 79Q: 3 clusters Score -1.346026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 125206 members 
Entering Unmasked Estep 
Score: -13460251.000000 Penalty: 5834.586426
	Iteration 80F: 3 clusters Score -1.346025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -13460264.000000 Penalty: 5834.586426
	Iteration 81Q: 3 clusters Score -1.346026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 125259 members 
Entering Unmasked Estep 
Score: -13460268.000000 Penalty: 5834.586426
	Iteration 82Q: 3 clusters Score -1.346027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 125276 members 
Entering Unmasked Estep 
Score: -13460271.000000 Penalty: 5834.586426
	Iteration 83Q: 3 clusters Score -1.346027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -13460270.000000 Penalty: 5834.586426
	Iteration 84Q: 3 clusters Score -1.346027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 125326 members 
Entering Unmasked Estep 
Score: -13460262.000000 Penalty: 5834.586426
	Iteration 85Q: 3 clusters Score -1.346026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 125351 members 
Entering Unmasked Estep 
Score: -13460263.000000 Penalty: 5834.586426
	Iteration 86Q: 3 clusters Score -1.346026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 125379 members 
Entering Unmasked Estep 
Score: -13460269.000000 Penalty: 5834.586426
	Iteration 87Q: 3 clusters Score -1.346027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -13460289.000000 Penalty: 5834.586426
	Iteration 88Q: 3 clusters Score -1.346029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 125410 members 
Entering Unmasked Estep 
Score: -13460269.000000 Penalty: 5834.586426
	Iteration 89Q: 3 clusters Score -1.346027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -13460269.000000 Penalty: 5834.586426
	Iteration 90Q: 3 clusters Score -1.346027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 125428 members 
Entering Unmasked Estep 
Score: -13460287.000000 Penalty: 5834.586426
	Iteration 91Q: 3 clusters Score -1.346029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 125438 members 
Entering Unmasked Estep 
Score: -13460288.000000 Penalty: 5834.586426
	Iteration 92Q: 3 clusters Score -1.346029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 125456 members 
Entering Unmasked Estep 
Score: -13460278.000000 Penalty: 5834.586426
	Iteration 93Q: 3 clusters Score -1.346028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 125471 members 
Entering Unmasked Estep 
Score: -13460291.000000 Penalty: 5834.586426
	Iteration 94Q: 3 clusters Score -1.346029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -13460290.000000 Penalty: 5834.586426
	Iteration 95Q: 3 clusters Score -1.346029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -13460306.000000 Penalty: 5834.586426
	Iteration 96Q: 3 clusters Score -1.346031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 125499 members 
Entering Unmasked Estep 
Score: -13460310.000000 Penalty: 5834.586426
	Iteration 97Q: 3 clusters Score -1.346031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 125505 members 
Entering Unmasked Estep 
Score: -13460308.000000 Penalty: 5834.586426
	Iteration 98Q: 3 clusters Score -1.346031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 125510 members 
Entering Unmasked Estep 
Score: -13460313.000000 Penalty: 5834.586426
	Iteration 99Q: 3 clusters Score -1.346031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -13460323.000000 Penalty: 5834.586426
	Iteration 100F: 3 clusters Score -1.346032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 125537 members 
Entering Unmasked Estep 
Score: -13460338.000000 Penalty: 5834.586426
	Iteration 101Q: 3 clusters Score -1.346034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 125557 members 
Entering Unmasked Estep 
Score: -13460355.000000 Penalty: 5834.586426
	Iteration 102Q: 3 clusters Score -1.346036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 125570 members 
Entering Unmasked Estep 
Score: -13460372.000000 Penalty: 5834.586426
	Iteration 103Q: 3 clusters Score -1.346037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 125579 members 
Entering Unmasked Estep 
Score: -13460385.000000 Penalty: 5834.586426
	Iteration 104Q: 3 clusters Score -1.346038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -13460389.000000 Penalty: 5834.586426
	Iteration 105Q: 3 clusters Score -1.346039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 125594 members 
Entering Unmasked Estep 
Score: -13460376.000000 Penalty: 5834.586426
	Iteration 106Q: 3 clusters Score -1.346038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 125600 members 
Entering Unmasked Estep 
Score: -13460369.000000 Penalty: 5834.586426
	Iteration 107Q: 3 clusters Score -1.346037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 125602 members 
Entering Unmasked Estep 
Score: -13460369.000000 Penalty: 5834.586426
	Iteration 108Q: 3 clusters Score -1.346037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 125606 members 
Entering Unmasked Estep 
Score: -13460374.000000 Penalty: 5834.586426
	Iteration 109Q: 3 clusters Score -1.346037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 125607 members 
Entering Unmasked Estep 
Score: -13460370.000000 Penalty: 5834.586426
	Iteration 110Q: 3 clusters Score -1.346037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -13460368.000000 Penalty: 5834.586426
	Iteration 111Q: 3 clusters Score -1.346037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 125610 members 
Entering Unmasked Estep 
Score: -13460374.000000 Penalty: 5834.586426
	Iteration 112Q: 3 clusters Score -1.346037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 125612 members 
Entering Unmasked Estep 
Score: -13460374.000000 Penalty: 5834.586426
	Iteration 113Q: 3 clusters Score -1.346037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 125615 members 
Entering Unmasked Estep 
Score: -13460363.000000 Penalty: 5834.586426
	Iteration 114Q: 3 clusters Score -1.346036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -13460364.000000 Penalty: 5834.586426
	Iteration 115Q: 3 clusters Score -1.346036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -13460366.000000 Penalty: 5834.586426
	Iteration 116Q: 3 clusters Score -1.346037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -13460380.000000 Penalty: 5834.586426
	Iteration 117Q: 3 clusters Score -1.346038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 125620 members 
Entering Unmasked Estep 
Score: -13460375.000000 Penalty: 5834.586426
	Iteration 118Q: 3 clusters Score -1.346038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -13460371.000000 Penalty: 5834.586426
	Iteration 119Q: 3 clusters Score -1.346037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -13460376.000000 Penalty: 5834.586426
	Iteration 120F: 3 clusters Score -1.346038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 125629 members 
Entering Unmasked Estep 
Score: -13460380.000000 Penalty: 5834.586426
	Iteration 121Q: 3 clusters Score -1.346038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 125636 members 
Entering Unmasked Estep 
Score: -13460378.000000 Penalty: 5834.586426
	Iteration 122Q: 3 clusters Score -1.346038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 125648 members 
Entering Unmasked Estep 
Score: -13460358.000000 Penalty: 5834.586426
	Iteration 123Q: 3 clusters Score -1.346036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 125657 members 
Entering Unmasked Estep 
Score: -13460356.000000 Penalty: 5834.586426
	Iteration 124Q: 3 clusters Score -1.346036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -13460369.000000 Penalty: 5834.586426
	Iteration 125Q: 3 clusters Score -1.346037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 125684 members 
Entering Unmasked Estep 
Score: -13460376.000000 Penalty: 5834.586426
	Iteration 126Q: 3 clusters Score -1.346038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 125697 members 
Entering Unmasked Estep 
Score: -13460380.000000 Penalty: 5834.586426
	Iteration 127Q: 3 clusters Score -1.346038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 125712 members 
Entering Unmasked Estep 
Score: -13460376.000000 Penalty: 5834.586426
	Iteration 128Q: 3 clusters Score -1.346038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -13460388.000000 Penalty: 5834.586426
	Iteration 129Q: 3 clusters Score -1.346039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 125727 members 
Entering Unmasked Estep 
Score: -13460393.000000 Penalty: 5834.586426
	Iteration 130Q: 3 clusters Score -1.346039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 125733 members 
Entering Unmasked Estep 
Score: -13460395.000000 Penalty: 5834.586426
	Iteration 131Q: 3 clusters Score -1.34604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 125741 members 
Entering Unmasked Estep 
Score: -13460396.000000 Penalty: 5834.586426
	Iteration 132Q: 3 clusters Score -1.34604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -13460391.000000 Penalty: 5834.586426
	Iteration 133Q: 3 clusters Score -1.346039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 125750 members 
Entering Unmasked Estep 
Score: -13460400.000000 Penalty: 5834.586426
	Iteration 134Q: 3 clusters Score -1.34604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 125754 members 
Entering Unmasked Estep 
Score: -13460403.000000 Penalty: 5834.586426
	Iteration 135Q: 3 clusters Score -1.34604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -13460402.000000 Penalty: 5834.586426
	Iteration 136Q: 3 clusters Score -1.34604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -13460391.000000 Penalty: 5834.586426
	Iteration 137Q: 3 clusters Score -1.346039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 125769 members 
Entering Unmasked Estep 
Score: -13460397.000000 Penalty: 5834.586426
	Iteration 138Q: 3 clusters Score -1.34604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 125775 members 
Entering Unmasked Estep 
Score: -13460394.000000 Penalty: 5834.586426
	Iteration 139Q: 3 clusters Score -1.346039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -13460400.000000 Penalty: 5834.586426
	Iteration 140F: 3 clusters Score -1.34604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 125784 members 
Entering Unmasked Estep 
Score: -13460393.000000 Penalty: 5834.586426
	Iteration 141Q: 3 clusters Score -1.346039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -13460383.000000 Penalty: 5834.586426
	Iteration 142Q: 3 clusters Score -1.346038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 125795 members 
Entering Unmasked Estep 
Score: -13460394.000000 Penalty: 5834.586426
	Iteration 143Q: 3 clusters Score -1.346039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 125797 members 
Entering Unmasked Estep 
Score: -13460403.000000 Penalty: 5834.586426
	Iteration 144Q: 3 clusters Score -1.34604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 125800 members 
Entering Unmasked Estep 
Score: -13460400.000000 Penalty: 5834.586426
	Iteration 145Q: 3 clusters Score -1.34604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 125801 members 
Entering Unmasked Estep 
Score: -13460401.000000 Penalty: 5834.586426
	Iteration 146Q: 3 clusters Score -1.34604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 125803 members 
Entering Unmasked Estep 
Score: -13460400.000000 Penalty: 5834.586426
	Iteration 147Q: 3 clusters Score -1.34604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 125805 members 
Entering Unmasked Estep 
Score: -13460397.000000 Penalty: 5834.586426
	Iteration 148Q: 3 clusters Score -1.34604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 125809 members 
Entering Unmasked Estep 
Score: -13460398.000000 Penalty: 5834.586426
	Iteration 149Q: 3 clusters Score -1.34604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 125810 members 
Entering Unmasked Estep 
Score: -13460395.000000 Penalty: 5834.586426
	Iteration 150Q: 3 clusters Score -1.34604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 125811 members 
Entering Unmasked Estep 
Score: -13460396.000000 Penalty: 5834.586426
	Iteration 151Q: 3 clusters Score -1.34604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -13460399.000000 Penalty: 5834.586426
	Iteration 152Q: 3 clusters Score -1.34604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 125814 members 
Entering Unmasked Estep 
Score: -13460398.000000 Penalty: 5834.586426
	Iteration 153Q: 3 clusters Score -1.34604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 125815 members 
Entering Unmasked Estep 
Score: -13460397.000000 Penalty: 5834.586426
	Iteration 154Q: 3 clusters Score -1.34604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 125817 members 
Entering Unmasked Estep 
Score: -13460401.000000 Penalty: 5834.586426
	Iteration 155Q: 3 clusters Score -1.34604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 125818 members 
Entering Unmasked Estep 
Score: -13460401.000000 Penalty: 5834.586426
	Iteration 156Q: 3 clusters Score -1.34604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 125818 members 
Entering Unmasked Estep 
Score: -13460401.000000 Penalty: 5834.586426
	Iteration 157F: 3 clusters Score -1.34604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 4 contains 39354 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29487 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 21462 members 
Mstep: Class 12 contains 170847 members 
Mstep: Class 15 contains 22404 members 
Mstep: Class 16 contains 35177 members 
Mstep: Class 18 contains 14142 members 
Mstep: Class 19 contains 128448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050608.000000 Penalty: 53300.515625
Iteration 119Q: 17 clusters Score -7.005061e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 207922 members 
Mstep: Class 4 contains 39151 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29338 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21436 members 
Mstep: Class 12 contains 170956 members 
Mstep: Class 15 contains 22452 members 
Mstep: Class 16 contains 34947 members 
Mstep: Class 18 contains 14111 members 
Mstep: Class 19 contains 128135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050976.000000 Penalty: 53300.515625
Iteration 120F: 17 clusters Score -7.005098e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 209191 members 
Mstep: Class 4 contains 38922 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29122 members 
Mstep: Class 10 contains 449 members 
Mstep: Class 11 contains 21391 members 
Mstep: Class 12 contains 170868 members 
Mstep: Class 15 contains 22490 members 
Mstep: Class 16 contains 34691 members 
Mstep: Class 18 contains 14038 members 
Mstep: Class 19 contains 127569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051040.000000 Penalty: 53300.515625
Iteration 121Q: 17 clusters Score -7.005104e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 210263 members 
Mstep: Class 4 contains 38726 members 
Mstep: Class 5 contains 4436 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28942 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21350 members 
Mstep: Class 12 contains 170744 members 
Mstep: Class 15 contains 22537 members 
Mstep: Class 16 contains 34497 members 
Mstep: Class 18 contains 13971 members 
Mstep: Class 19 contains 127086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050872.000000 Penalty: 53300.515625
Iteration 122Q: 17 clusters Score -7.005087e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 776 members 
Mstep: Class 3 contains 211179 members 
Mstep: Class 4 contains 38566 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28791 members 
Mstep: Class 10 contains 449 members 
Mstep: Class 11 contains 21304 members 
Mstep: Class 12 contains 170612 members 
Mstep: Class 15 contains 22592 members 
Mstep: Class 16 contains 34331 members 
Mstep: Class 18 contains 13935 members 
Mstep: Class 19 contains 126652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050280.000000 Penalty: 53300.515625
Iteration 123Q: 17 clusters Score -7.005028e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 780 members 
Mstep: Class 3 contains 211953 members 
Mstep: Class 4 contains 38436 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28676 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21244 members 
Mstep: Class 12 contains 170510 members 
Mstep: Class 15 contains 22642 members 
Mstep: Class 16 contains 34194 members 
Mstep: Class 18 contains 13916 members 
Mstep: Class 19 contains 126248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050160.000000 Penalty: 53300.515625
Iteration 124Q: 17 clusters Score -7.005016e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 787 members 
Mstep: Class 3 contains 212580 members 
Mstep: Class 4 contains 38323 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28572 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21196 members 
Mstep: Class 12 contains 170437 members 
Mstep: Class 15 contains 22692 members 
Mstep: Class 16 contains 34069 members 
Mstep: Class 18 contains 13899 members 
Mstep: Class 19 contains 125878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049680.000000 Penalty: 53300.515625
Iteration 125Q: 17 clusters Score -7.004968e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 789 members 
Mstep: Class 3 contains 212962 members 
Mstep: Class 4 contains 38243 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28517 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21152 members 
Mstep: Class 12 contains 170413 members 
Mstep: Class 15 contains 22752 members 
Mstep: Class 16 contains 33974 members 
Mstep: Class 18 contains 13881 members 
Mstep: Class 19 contains 125570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049384.000000 Penalty: 53300.515625
Iteration 126Q: 17 clusters Score -7.004938e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 793 members 
Mstep: Class 3 contains 213173 members 
Mstep: Class 4 contains 38166 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28467 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21110 members 
Mstep: Class 12 contains 170460 members 
Mstep: Class 15 contains 22804 members 
Mstep: Class 16 contains 33886 members 
Mstep: Class 18 contains 13861 members 
Mstep: Class 19 contains 125353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049152.000000 Penalty: 53300.515625
Iteration 127Q: 17 clusters Score -7.004915e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 213235 members 
Mstep: Class 4 contains 38078 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28415 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21081 members 
Mstep: Class 12 contains 170583 members 
Mstep: Class 15 contains 22864 members 
Mstep: Class 16 contains 33788 members 
Mstep: Class 18 contains 13851 members 
Mstep: Class 19 contains 125179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049056.000000 Penalty: 53300.515625
Iteration 128Q: 17 clusters Score -7.004906e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 213212 members 
Mstep: Class 4 contains 38009 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28378 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21045 members 
Mstep: Class 12 contains 170763 members 
Mstep: Class 15 contains 22932 members 
Mstep: Class 16 contains 33697 members 
Mstep: Class 18 contains 13837 members 
Mstep: Class 19 contains 125022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049072.000000 Penalty: 53300.515625
Iteration 129Q: 17 clusters Score -7.004907e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 213067 members 
Mstep: Class 4 contains 37942 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28345 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 21013 members 
Mstep: Class 12 contains 170997 members 
Mstep: Class 15 contains 22992 members 
Mstep: Class 16 contains 33603 members 
Mstep: Class 18 contains 13826 members 
Mstep: Class 19 contains 124900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049368.000000 Penalty: 53300.515625
Iteration 130Q: 17 clusters Score -7.004937e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 798 members 
Mstep: Class 3 contains 212806 members 
Mstep: Class 4 contains 37867 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28317 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20983 members 
Mstep: Class 12 contains 171316 members 
Mstep: Class 15 contains 23064 members 
Mstep: Class 16 contains 33508 members 
Mstep: Class 18 contains 13824 members 
Mstep: Class 19 contains 124784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049272.000000 Penalty: 53300.515625
Iteration 131Q: 17 clusters Score -7.004927e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 801 members 
Mstep: Class 3 contains 212439 members 
Mstep: Class 4 contains 37792 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28282 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20958 members 
Mstep: Class 12 contains 171686 members 
Mstep: Class 15 contains 23133 members 
Mstep: Class 16 contains 33418 members 
Mstep: Class 18 contains 13831 members 
Mstep: Class 19 contains 124689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049400.000000 Penalty: 53300.515625
Iteration 132Q: 17 clusters Score -7.00494e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 802 members 
Mstep: Class 3 contains 212079 members 
Mstep: Class 4 contains 37696 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28256 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20936 members 
Mstep: Class 12 contains 172094 members 
Mstep: Class 15 contains 23200 members 
Mstep: Class 16 contains 33309 members 
Mstep: Class 18 contains 13835 members 
Mstep: Class 19 contains 124591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049432.000000 Penalty: 53300.515625
Iteration 133Q: 17 clusters Score -7.004943e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 211683 members 
Mstep: Class 4 contains 37601 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28249 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20910 members 
Mstep: Class 12 contains 172442 members 
Mstep: Class 15 contains 23264 members 
Mstep: Class 16 contains 33223 members 
Mstep: Class 18 contains 13826 members 
Mstep: Class 19 contains 124519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049840.000000 Penalty: 53300.515625
Iteration 134Q: 17 clusters Score -7.004984e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 211313 members 
Mstep: Class 4 contains 37509 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28248 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20876 members 
Mstep: Class 12 contains 172796 members 
Mstep: Class 15 contains 23323 members 
Mstep: Class 16 contains 33138 members 
Mstep: Class 18 contains 13820 members 
Mstep: Class 19 contains 124442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050000.000000 Penalty: 53300.515625
Iteration 135Q: 17 clusters Score -7.005e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 803 members 
Mstep: Class 3 contains 211047 members 
Mstep: Class 4 contains 37431 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28224 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20843 members 
Mstep: Class 12 contains 173114 members 
Mstep: Class 15 contains 23384 members 
Mstep: Class 16 contains 33021 members 
Mstep: Class 18 contains 13809 members 
Mstep: Class 19 contains 124323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050200.000000 Penalty: 53300.515625
Iteration 136Q: 17 clusters Score -7.00502e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 804 members 
Mstep: Class 3 contains 210854 members 
Mstep: Class 4 contains 37330 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28196 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20807 members 
Mstep: Class 12 contains 173464 members 
Mstep: Class 15 contains 23443 members 
Mstep: Class 16 contains 32916 members 
Mstep: Class 18 contains 13784 members 
Mstep: Class 19 contains 124162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050152.000000 Penalty: 53300.515625
Iteration 137Q: 17 clusters Score -7.005015e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 805 members 
Mstep: Class 3 contains 210667 members 
Mstep: Class 4 contains 37222 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28184 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20763 members 
Mstep: Class 12 contains 173765 members 
Mstep: Class 15 contains 23504 members 
Mstep: Class 16 contains 32803 members 
Mstep: Class 18 contains 13758 members 
Mstep: Class 19 contains 123999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050488.000000 Penalty: 53300.515625
Iteration 138Q: 17 clusters Score -7.005049e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 806 members 
Mstep: Class 3 contains 210513 members 
Mstep: Class 4 contains 37096 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28166 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20721 members 
Mstep: Class 12 contains 174043 members 
Mstep: Class 15 contains 23554 members 
Mstep: Class 16 contains 32673 members 
Mstep: Class 18 contains 13745 members 
Mstep: Class 19 contains 123834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051008.000000 Penalty: 53300.515625
Iteration 139Q: 17 clusters Score -7.005101e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 807 members 
Mstep: Class 3 contains 210449 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28127 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20673 members 
Mstep: Class 12 contains 174262 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 32570 members 
Mstep: Class 18 contains 13722 members 
Mstep: Class 19 contains 123682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051064.000000 Penalty: 53300.515625
Iteration 140F: 17 clusters Score -7.005106e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 807 members 
Mstep: Class 3 contains 210436 members 
Mstep: Class 4 contains 36849 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28078 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20640 members 
Mstep: Class 12 contains 174354 members 
Mstep: Class 15 contains 23645 members 
Mstep: Class 16 contains 32467 members 
Mstep: Class 18 contains 13714 members 
Mstep: Class 19 contains 123549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051328.000000 Penalty: 53300.515625
Iteration 141Q: 17 clusters Score -7.005133e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 210469 members 
Mstep: Class 4 contains 36717 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28043 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20589 members 
Mstep: Class 12 contains 174426 members 
Mstep: Class 15 contains 23695 members 
Mstep: Class 16 contains 32367 members 
Mstep: Class 18 contains 13699 members 
Mstep: Class 19 contains 123383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051560.000000 Penalty: 53300.515625
Iteration 142Q: 17 clusters Score -7.005156e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 809 members 
Mstep: Class 3 contains 210501 members 
Mstep: Class 4 contains 36596 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28042 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20538 members 
Mstep: Class 12 contains 174456 members 
Mstep: Class 15 contains 23746 members 
Mstep: Class 16 contains 32256 members 
Mstep: Class 18 contains 13682 members 
Mstep: Class 19 contains 123231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051624.000000 Penalty: 53300.515625
Iteration 143Q: 17 clusters Score -7.005162e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 810 members 
Mstep: Class 3 contains 210604 members 
Mstep: Class 4 contains 36473 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28032 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20485 members 
Mstep: Class 12 contains 174427 members 
Mstep: Class 15 contains 23813 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 18 contains 13671 members 
Mstep: Class 19 contains 123076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051560.000000 Penalty: 53300.515625
Iteration 144Q: 17 clusters Score -7.005156e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 210612 members 
Mstep: Class 4 contains 36383 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28040 members 
Mstep: Class 10 contains 449 members 
Mstep: Class 11 contains 20436 members 
Mstep: Class 12 contains 174408 members 
Mstep: Class 15 contains 23880 members 
Mstep: Class 16 contains 32007 members 
Mstep: Class 18 contains 13670 members 
Mstep: Class 19 contains 122917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051736.000000 Penalty: 53300.515625
Iteration 145Q: 17 clusters Score -7.005174e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 210702 members 
Mstep: Class 4 contains 36294 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28055 members 
Mstep: Class 10 contains 449 members 
Mstep: Class 11 contains 20378 members 
Mstep: Class 12 contains 174311 members 
Mstep: Class 15 contains 23937 members 
Mstep: Class 16 contains 31914 members 
Mstep: Class 18 contains 13662 members 
Mstep: Class 19 contains 122741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051672.000000 Penalty: 53300.515625
Iteration 146Q: 17 clusters Score -7.005167e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 210856 members 
Mstep: Class 4 contains 36190 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28074 members 
Mstep: Class 10 contains 449 members 
Mstep: Class 11 contains 20320 members 
Mstep: Class 12 contains 174167 members 
Mstep: Class 15 contains 23998 members 
Mstep: Class 16 contains 31850 members 
Mstep: Class 18 contains 13641 members 
Mstep: Class 19 contains 122560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051696.000000 Penalty: 53300.515625
Iteration 147Q: 17 clusters Score -7.00517e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 210931 members 
Mstep: Class 4 contains 36098 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28115 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20271 members 
Mstep: Class 12 contains 174070 members 
Mstep: Class 15 contains 24060 members 
Mstep: Class 16 contains 31770 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 122366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051680.000000 Penalty: 53300.515625
Iteration 148Q: 17 clusters Score -7.005168e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 211022 members 
Mstep: Class 4 contains 35987 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28159 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20223 members 
Mstep: Class 12 contains 173960 members 
Mstep: Class 15 contains 24132 members 
Mstep: Class 16 contains 31722 members 
Mstep: Class 18 contains 13629 members 
Mstep: Class 19 contains 122161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052048.000000 Penalty: 53300.515625
Iteration 149Q: 17 clusters Score -7.005205e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 211169 members 
Mstep: Class 4 contains 35847 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28183 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20164 members 
Mstep: Class 12 contains 173883 members 
Mstep: Class 15 contains 24202 members 
Mstep: Class 16 contains 31669 members 
Mstep: Class 18 contains 13627 members 
Mstep: Class 19 contains 121939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052000.000000 Penalty: 53300.515625
Iteration 150Q: 17 clusters Score -7.0052e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 211279 members 
Mstep: Class 4 contains 35713 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28225 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20111 members 
Mstep: Class 12 contains 173812 members 
Mstep: Class 15 contains 24268 members 
Mstep: Class 16 contains 31613 members 
Mstep: Class 18 contains 13632 members 
Mstep: Class 19 contains 121726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051968.000000 Penalty: 53300.515625
Iteration 151Q: 17 clusters Score -7.005197e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 211426 members 
Mstep: Class 4 contains 35579 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28261 members 
Mstep: Class 10 contains 450 members 
Mstep: Class 11 contains 20051 members 
Mstep: Class 12 contains 173779 members 
Mstep: Class 15 contains 24312 members 
Mstep: Class 16 contains 31561 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 121509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052048.000000 Penalty: 53300.515625
Iteration 152Q: 17 clusters Score -7.005205e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 211539 members 
Mstep: Class 4 contains 35454 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28316 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 19987 members 
Mstep: Class 12 contains 173737 members 
Mstep: Class 15 contains 24362 members 
Mstep: Class 16 contains 31535 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 121275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052064.000000 Penalty: 53300.515625
Iteration 153Q: 17 clusters Score -7.005206e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 211556 members 
Mstep: Class 4 contains 35364 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28360 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 19911 members 
Mstep: Class 12 contains 173764 members 
Mstep: Class 15 contains 24423 members 
Mstep: Class 16 contains 31520 members 
Mstep: Class 18 contains 13650 members 
Mstep: Class 19 contains 121023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052136.000000 Penalty: 53300.515625
Iteration 154Q: 17 clusters Score -7.005214e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 211581 members 
Mstep: Class 4 contains 35274 members 
Mstep: Class 5 contains 4446 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28403 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 19841 members 
Mstep: Class 12 contains 173790 members 
Mstep: Class 15 contains 24457 members 
Mstep: Class 16 contains 31483 members 
Mstep: Class 18 contains 13663 members 
Mstep: Class 19 contains 120790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052104.000000 Penalty: 53300.515625
Iteration 155Q: 17 clusters Score -7.00521e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 211543 members 
Mstep: Class 4 contains 35181 members 
Mstep: Class 5 contains 4440 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28461 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 19783 members 
Mstep: Class 12 contains 173862 members 
Mstep: Class 15 contains 24487 members 
Mstep: Class 16 contains 31448 members 
Mstep: Class 18 contains 13670 members 
Mstep: Class 19 contains 120580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052176.000000 Penalty: 53300.515625
Iteration 156Q: 17 clusters Score -7.005218e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 211544 members 
Mstep: Class 4 contains 35058 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28520 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 19726 members 
Mstep: Class 12 contains 173886 members 
Mstep: Class 15 contains 24516 members 
Mstep: Class 16 contains 31416 members 
Mstep: Class 18 contains 13677 members 
Mstep: Class 19 contains 120356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052368.000000 Penalty: 53300.515625
Iteration 157Q: 17 clusters Score -7.005237e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 211532 members 
Mstep: Class 4 contains 34933 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28572 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 19670 members 
Mstep: Class 12 contains 173968 members 
Mstep: Class 15 contains 24537 members 
Mstep: Class 16 contains 31404 members 
Mstep: Class 18 contains 13700 members 
Mstep: Class 19 contains 120122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052560.000000 Penalty: 53300.515625
Iteration 158Q: 17 clusters Score -7.005256e+07 nChanged 1758
Entering ConstructFrom: 
Score: -70052560.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (16424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Entering Unmasked Estep 
Score: -1749046.125000 Penalty: 2407.211670
	Iteration 0F: 2 clusters Score -1749046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1737284.000000 Penalty: 4814.423340
	Iteration 0F: 3 clusters Score -1737284 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1741138.500000 Penalty: 4814.423340
	Iteration 1F: 3 clusters Score -1741138 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1741747.875000 Penalty: 4814.423340
	Iteration 2F: 3 clusters Score -1741748 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1742462.750000 Penalty: 4814.423340
	Iteration 3F: 3 clusters Score -1742463 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1743212.875000 Penalty: 4814.423340
	Iteration 4F: 3 clusters Score -1743213 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1744012.625000 Penalty: 4814.423340
	Iteration 5F: 3 clusters Score -1744013 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1744788.625000 Penalty: 4814.423340
	Iteration 6F: 3 clusters Score -1744789 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1745569.500000 Penalty: 4814.423340
	Iteration 7F: 3 clusters Score -1745570 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1746170.875000 Penalty: 4814.423340
	Iteration 8Q: 3 clusters Score -1746171 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1746581.750000 Penalty: 4814.423340
	Iteration 9Q: 3 clusters Score -1746582 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1746823.000000 Penalty: 4814.423340
	Iteration 10Q: 3 clusters Score -1746823 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1746988.125000 Penalty: 4814.423340
	Iteration 11Q: 3 clusters Score -1746988 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1747098.000000 Penalty: 4814.423340
	Iteration 12Q: 3 clusters Score -1747098 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1747176.875000 Penalty: 4814.423340
	Iteration 13Q: 3 clusters Score -1747177 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1747222.250000 Penalty: 4814.423340
	Iteration 14Q: 3 clusters Score -1747222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1747258.000000 Penalty: 4814.423340
	Iteration 15Q: 3 clusters Score -1747258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1747280.125000 Penalty: 4814.423340
	Iteration 16Q: 3 clusters Score -1747280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1747302.125000 Penalty: 4814.423340
	Iteration 17Q: 3 clusters Score -1747302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1747321.375000 Penalty: 4814.423340
	Iteration 18Q: 3 clusters Score -1747321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1747351.875000 Penalty: 4814.423340
	Iteration 19Q: 3 clusters Score -1747352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1747381.000000 Penalty: 4814.423340
	Iteration 20F: 3 clusters Score -1747381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1747392.500000 Penalty: 4814.423340
	Iteration 21Q: 3 clusters Score -1747392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1747416.125000 Penalty: 4814.423340
	Iteration 22Q: 3 clusters Score -1747416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1747432.500000 Penalty: 4814.423340
	Iteration 23Q: 3 clusters Score -1747432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1747444.625000 Penalty: 4814.423340
	Iteration 24Q: 3 clusters Score -1747445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1747453.750000 Penalty: 4814.423340
	Iteration 25Q: 3 clusters Score -1747454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1747465.875000 Penalty: 4814.423340
	Iteration 26Q: 3 clusters Score -1747466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1747473.625000 Penalty: 4814.423340
	Iteration 27Q: 3 clusters Score -1747474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1747488.875000 Penalty: 4814.423340
	Iteration 28Q: 3 clusters Score -1747489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1747507.250000 Penalty: 4814.423340
	Iteration 29Q: 3 clusters Score -1747507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1747515.000000 Penalty: 4814.423340
	Iteration 30Q: 3 clusters Score -1747515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1747530.625000 Penalty: 4814.423340
	Iteration 31Q: 3 clusters Score -1747531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1747539.750000 Penalty: 4814.423340
	Iteration 32Q: 3 clusters Score -1747540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1747546.125000 Penalty: 4814.423340
	Iteration 33Q: 3 clusters Score -1747546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1747557.125000 Penalty: 4814.423340
	Iteration 34Q: 3 clusters Score -1747557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1747565.375000 Penalty: 4814.423340
	Iteration 35Q: 3 clusters Score -1747565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1747570.875000 Penalty: 4814.423340
	Iteration 36Q: 3 clusters Score -1747571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1747569.875000 Penalty: 4814.423340
	Iteration 37Q: 3 clusters Score -1747570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1747570.125000 Penalty: 4814.423340
	Iteration 38Q: 3 clusters Score -1747570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1747573.625000 Penalty: 4814.423340
	Iteration 39Q: 3 clusters Score -1747574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1747573.375000 Penalty: 4814.423340
	Iteration 40F: 3 clusters Score -1747573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1747575.375000 Penalty: 4814.423340
	Iteration 41Q: 3 clusters Score -1747575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1747570.750000 Penalty: 4814.423340
	Iteration 42Q: 3 clusters Score -1747571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1747570.750000 Penalty: 4814.423340
	Iteration 43Q: 3 clusters Score -1747571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1747575.000000 Penalty: 4814.423340
	Iteration 44Q: 3 clusters Score -1747575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1747577.750000 Penalty: 4814.423340
	Iteration 45Q: 3 clusters Score -1747578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1747577.875000 Penalty: 4814.423340
	Iteration 46Q: 3 clusters Score -1747578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1747581.250000 Penalty: 4814.423340
	Iteration 47Q: 3 clusters Score -1747581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1747582.625000 Penalty: 4814.423340
	Iteration 48Q: 3 clusters Score -1747583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1747583.375000 Penalty: 4814.423340
	Iteration 49Q: 3 clusters Score -1747583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1747588.500000 Penalty: 4814.423340
	Iteration 50Q: 3 clusters Score -1747588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1747588.375000 Penalty: 4814.423340
	Iteration 51Q: 3 clusters Score -1747588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1747589.750000 Penalty: 4814.423340
	Iteration 52Q: 3 clusters Score -1747590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1747592.250000 Penalty: 4814.423340
	Iteration 53Q: 3 clusters Score -1747592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1747590.375000 Penalty: 4814.423340
	Iteration 54Q: 3 clusters Score -1747590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1747590.375000 Penalty: 4814.423340
	Iteration 55F: 3 clusters Score -1747590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -79102.929688 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -79102.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -77308.695312 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -77308.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77599.085938 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -77599.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77691.375000 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -77691.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77748.593750 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -77748.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77773.304688 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -77773.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77791.210938 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -77791.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77809.937500 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -77809.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77826.851562 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -77826.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77831.187500 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -77831.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77835.890625 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -77835.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77843.765625 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -77843.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77851.109375 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -77851.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77857.914062 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -77857.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77867.070312 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -77867.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77870.085938 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -77870.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77876.054688 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -77876.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77879.890625 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -77879.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77879.890625 Penalty: 3327.209717
	Iteration 17F: 3 clusters Score -77879.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (211511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211511 members 
Entering Unmasked Estep 
Score: -22150620.000000 Penalty: 3040.984131
	Iteration 0F: 2 clusters Score -2.215062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106285 members 
Mstep: Class 2 contains 105226 members 
Entering Unmasked Estep 
Score: -22015422.000000 Penalty: 6081.968262
	Iteration 0F: 3 clusters Score -2.201542e+07 nChanged 101770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -22075740.000000 Penalty: 6081.968262
	Iteration 1F: 3 clusters Score -2.207574e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 90531 members 
Entering Unmasked Estep 
Score: -22078146.000000 Penalty: 6081.968262
	Iteration 2Q: 3 clusters Score -2.207815e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130469 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
Score: -22082860.000000 Penalty: 6081.968262
	Iteration 3Q: 3 clusters Score -2.208286e+07 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144361 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -22092038.000000 Penalty: 6081.968262
	Iteration 4F: 3 clusters Score -2.209204e+07 nChanged 19057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -22107728.000000 Penalty: 6081.968262
	Iteration 5F: 3 clusters Score -2.210773e+07 nChanged 20097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182667 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -22126878.000000 Penalty: 6081.968262
	Iteration 6F: 3 clusters Score -2.212688e+07 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197886 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -22142234.000000 Penalty: 6081.968262
	Iteration 7F: 3 clusters Score -2.214223e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205488 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -22147086.000000 Penalty: 6081.968262
	Iteration 8Q: 3 clusters Score -2.214709e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208336 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -22148594.000000 Penalty: 6081.968262
	Iteration 9Q: 3 clusters Score -2.214859e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209238 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -22149060.000000 Penalty: 6081.968262
	Iteration 10Q: 3 clusters Score -2.214906e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209579 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22149180.000000 Penalty: 6081.968262
	Iteration 11Q: 3 clusters Score -2.214918e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209759 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -22149208.000000 Penalty: 6081.968262
	Iteration 12Q: 3 clusters Score -2.214921e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209835 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22149294.000000 Penalty: 6081.968262
	Iteration 13Q: 3 clusters Score -2.214929e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209887 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -22149316.000000 Penalty: 6081.968262
	Iteration 14Q: 3 clusters Score -2.214932e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209918 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22149346.000000 Penalty: 6081.968262
	Iteration 15Q: 3 clusters Score -2.214935e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209940 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -22149324.000000 Penalty: 6081.968262
	Iteration 16Q: 3 clusters Score -2.214932e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209964 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -22149332.000000 Penalty: 6081.968262
	Iteration 17Q: 3 clusters Score -2.214933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209982 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -22149292.000000 Penalty: 6081.968262
	Iteration 18Q: 3 clusters Score -2.214929e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210000 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22149316.000000 Penalty: 6081.968262
	Iteration 19Q: 3 clusters Score -2.214932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210009 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22149292.000000 Penalty: 6081.968262
	Iteration 20F: 3 clusters Score -2.214929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210024 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -22149300.000000 Penalty: 6081.968262
	Iteration 21Q: 3 clusters Score -2.21493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210035 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -22149318.000000 Penalty: 6081.968262
	Iteration 22Q: 3 clusters Score -2.214932e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210043 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22149332.000000 Penalty: 6081.968262
	Iteration 23Q: 3 clusters Score -2.214933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210047 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -22149344.000000 Penalty: 6081.968262
	Iteration 24Q: 3 clusters Score -2.214934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210049 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -22149338.000000 Penalty: 6081.968262
	Iteration 25Q: 3 clusters Score -2.214934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210052 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22149348.000000 Penalty: 6081.968262
	Iteration 26Q: 3 clusters Score -2.214935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210058 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -22149352.000000 Penalty: 6081.968262
	Iteration 27Q: 3 clusters Score -2.214935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210064 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -22149324.000000 Penalty: 6081.968262
	Iteration 28Q: 3 clusters Score -2.214932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210071 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22149334.000000 Penalty: 6081.968262
	Iteration 29Q: 3 clusters Score -2.214933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210075 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22149322.000000 Penalty: 6081.968262
	Iteration 30Q: 3 clusters Score -2.214932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210080 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -22149324.000000 Penalty: 6081.968262
	Iteration 31Q: 3 clusters Score -2.214932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210086 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22149330.000000 Penalty: 6081.968262
	Iteration 32Q: 3 clusters Score -2.214933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210090 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -22149334.000000 Penalty: 6081.968262
	Iteration 33Q: 3 clusters Score -2.214933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210094 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -22149326.000000 Penalty: 6081.968262
	Iteration 34Q: 3 clusters Score -2.214933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210097 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22149324.000000 Penalty: 6081.968262
	Iteration 35Q: 3 clusters Score -2.214932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210099 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -22149320.000000 Penalty: 6081.968262
	Iteration 36Q: 3 clusters Score -2.214932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210101 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22149318.000000 Penalty: 6081.968262
	Iteration 37Q: 3 clusters Score -2.214932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210101 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22149318.000000 Penalty: 6081.968262
	Iteration 38F: 3 clusters Score -2.214932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Entering Unmasked Estep 
Score: -3623547.250000 Penalty: 2593.442627
	Iteration 0F: 2 clusters Score -3623547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3599896.750000 Penalty: 5186.885254
	Iteration 0F: 3 clusters Score -3599897 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3608573.250000 Penalty: 5186.885254
	Iteration 1F: 3 clusters Score -3608573 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3609407.250000 Penalty: 5186.885254
	Iteration 2F: 3 clusters Score -3609407 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -3610400.250000 Penalty: 5186.885254
	Iteration 3F: 3 clusters Score -3610400 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3611848.750000 Penalty: 5186.885254
	Iteration 4F: 3 clusters Score -3611849 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3613747.500000 Penalty: 5186.885254
	Iteration 5F: 3 clusters Score -3613748 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3615937.000000 Penalty: 5186.885254
	Iteration 6F: 3 clusters Score -3615937 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3618132.000000 Penalty: 5186.885254
	Iteration 7F: 3 clusters Score -3618132 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3619711.500000 Penalty: 5186.885254
	Iteration 8F: 3 clusters Score -3619712 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3620679.000000 Penalty: 5186.885254
	Iteration 9Q: 3 clusters Score -3620679 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3621188.500000 Penalty: 5186.885254
	Iteration 10Q: 3 clusters Score -3621188 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3621465.500000 Penalty: 5186.885254
	Iteration 11Q: 3 clusters Score -3621466 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3621610.500000 Penalty: 5186.885254
	Iteration 12Q: 3 clusters Score -3621610 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3621730.500000 Penalty: 5186.885254
	Iteration 13Q: 3 clusters Score -3621730 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3621783.750000 Penalty: 5186.885254
	Iteration 14Q: 3 clusters Score -3621784 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3621830.250000 Penalty: 5186.885254
	Iteration 15Q: 3 clusters Score -3621830 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3621895.250000 Penalty: 5186.885254
	Iteration 16Q: 3 clusters Score -3621895 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3621908.250000 Penalty: 5186.885254
	Iteration 17Q: 3 clusters Score -3621908 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -3621936.750000 Penalty: 5186.885254
	Iteration 18Q: 3 clusters Score -3621937 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3621974.500000 Penalty: 5186.885254
	Iteration 19Q: 3 clusters Score -3621974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3621995.750000 Penalty: 5186.885254
	Iteration 20F: 3 clusters Score -3621996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3622018.250000 Penalty: 5186.885254
	Iteration 21Q: 3 clusters Score -3622018 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -3622025.750000 Penalty: 5186.885254
	Iteration 22Q: 3 clusters Score -3622026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3622041.500000 Penalty: 5186.885254
	Iteration 23Q: 3 clusters Score -3622042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3622054.750000 Penalty: 5186.885254
	Iteration 24Q: 3 clusters Score -3622055 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3622087.000000 Penalty: 5186.885254
	Iteration 25Q: 3 clusters Score -3622087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3622090.750000 Penalty: 5186.885254
	Iteration 26Q: 3 clusters Score -3622091 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -3622092.000000 Penalty: 5186.885254
	Iteration 27Q: 3 clusters Score -3622092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3622086.750000 Penalty: 5186.885254
	Iteration 28Q: 3 clusters Score -3622087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3622098.750000 Penalty: 5186.885254
	Iteration 29Q: 3 clusters Score -3622099 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3622116.500000 Penalty: 5186.885254
	Iteration 30Q: 3 clusters Score -3622116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3622130.250000 Penalty: 5186.885254
	Iteration 31Q: 3 clusters Score -3622130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3622134.500000 Penalty: 5186.885254
	Iteration 32Q: 3 clusters Score -3622134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3622131.000000 Penalty: 5186.885254
	Iteration 33Q: 3 clusters Score -3622131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -3622127.500000 Penalty: 5186.885254
	Iteration 34Q: 3 clusters Score -3622128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3622135.000000 Penalty: 5186.885254
	Iteration 35Q: 3 clusters Score -3622135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3622124.250000 Penalty: 5186.885254
	Iteration 36Q: 3 clusters Score -3622124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3622132.250000 Penalty: 5186.885254
	Iteration 37Q: 3 clusters Score -3622132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3622138.250000 Penalty: 5186.885254
	Iteration 38Q: 3 clusters Score -3622138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3622140.250000 Penalty: 5186.885254
	Iteration 39Q: 3 clusters Score -3622140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3622138.750000 Penalty: 5186.885254
	Iteration 40F: 3 clusters Score -3622139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3622139.750000 Penalty: 5186.885254
	Iteration 41Q: 3 clusters Score -3622140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -3622127.000000 Penalty: 5186.885254
	Iteration 42Q: 3 clusters Score -3622127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3622133.500000 Penalty: 5186.885254
	Iteration 43Q: 3 clusters Score -3622134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3622140.750000 Penalty: 5186.885254
	Iteration 44Q: 3 clusters Score -3622141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3622128.750000 Penalty: 5186.885254
	Iteration 45Q: 3 clusters Score -3622129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3622137.000000 Penalty: 5186.885254
	Iteration 46Q: 3 clusters Score -3622137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3622142.500000 Penalty: 5186.885254
	Iteration 47Q: 3 clusters Score -3622142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3622144.000000 Penalty: 5186.885254
	Iteration 48Q: 3 clusters Score -3622144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -3622145.750000 Penalty: 5186.885254
	Iteration 49Q: 3 clusters Score -3622146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3622144.500000 Penalty: 5186.885254
	Iteration 50Q: 3 clusters Score -3622144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3622143.250000 Penalty: 5186.885254
	Iteration 51Q: 3 clusters Score -3622143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3622143.000000 Penalty: 5186.885254
	Iteration 52Q: 3 clusters Score -3622143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3622146.250000 Penalty: 5186.885254
	Iteration 53Q: 3 clusters Score -3622146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3622147.750000 Penalty: 5186.885254
	Iteration 54Q: 3 clusters Score -3622148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3622144.750000 Penalty: 5186.885254
	Iteration 55Q: 3 clusters Score -3622145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3622146.250000 Penalty: 5186.885254
	Iteration 56Q: 3 clusters Score -3622146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -3622147.500000 Penalty: 5186.885254
	Iteration 57Q: 3 clusters Score -3622148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3622148.500000 Penalty: 5186.885254
	Iteration 58Q: 3 clusters Score -3622148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3622149.250000 Penalty: 5186.885254
	Iteration 59Q: 3 clusters Score -3622149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3622151.000000 Penalty: 5186.885254
	Iteration 60F: 3 clusters Score -3622151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3622150.750000 Penalty: 5186.885254
	Iteration 61Q: 3 clusters Score -3622151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3622146.750000 Penalty: 5186.885254
	Iteration 62Q: 3 clusters Score -3622147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3622147.500000 Penalty: 5186.885254
	Iteration 63Q: 3 clusters Score -3622148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3622151.000000 Penalty: 5186.885254
	Iteration 64Q: 3 clusters Score -3622151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3622147.750000 Penalty: 5186.885254
	Iteration 65Q: 3 clusters Score -3622148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -3622146.750000 Penalty: 5186.885254
	Iteration 66Q: 3 clusters Score -3622147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3622146.750000 Penalty: 5186.885254
	Iteration 67Q: 3 clusters Score -3622147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3622146.250000 Penalty: 5186.885254
	Iteration 68Q: 3 clusters Score -3622146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3622146.000000 Penalty: 5186.885254
	Iteration 69Q: 3 clusters Score -3622146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -3622146.000000 Penalty: 5186.885254
	Iteration 70F: 3 clusters Score -3622146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -447546.093750 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -447546.1 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 2218 members 
Entering Unmasked Estep 
Score: -443416.375000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -443416.4 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -444334.187500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -444334.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -444523.562500 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -444523.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -444642.250000 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -444642.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -444751.406250 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -444751.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -444847.437500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -444847.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -444917.750000 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -444917.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -444979.531250 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -444979.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -445034.531250 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -445034.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -445074.843750 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -445074.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -445112.031250 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -445112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -445142.750000 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -445142.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -445173.062500 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -445173.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -445202.031250 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -445202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -445228.750000 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -445228.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -445263.156250 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -445263.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -445294.750000 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -445294.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -445325.468750 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -445325.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -445364.031250 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -445364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -445402.875000 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -445402.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -445438.656250 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -445438.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -445469.187500 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -445469.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -445496.750000 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -445496.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -445520.000000 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -445520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -445549.000000 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -445549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -445581.000000 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -445581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -445611.281250 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -445611.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -445655.750000 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -445655.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -445685.593750 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -445685.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -445709.781250 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -445709.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -445727.968750 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -445728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -445755.281250 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -445755.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -445775.937500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -445775.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -445797.312500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -445797.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -445817.437500 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -445817.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -445837.687500 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -445837.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -445861.250000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -445861.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -445876.968750 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -445877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -445886.531250 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -445886.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -445894.250000 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -445894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -445900.656250 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -445900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -445905.468750 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -445905.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -445912.687500 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -445912.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -445920.281250 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -445920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -445927.718750 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -445927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -445934.968750 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -445935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -445942.531250 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -445942.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -445948.968750 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -445949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -445951.968750 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -445952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -445958.156250 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -445958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -445959.625000 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -445959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -445962.125000 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -445962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -445966.000000 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -445966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -445966.656250 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -445966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -445971.500000 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -445971.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -445975.062500 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -445975.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -445978.468750 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -445978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -445982.843750 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -445982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -445987.000000 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -445987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -445987.687500 Penalty: 4164.156738
	Iteration 59Q: 3 clusters Score -445987.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -445990.968750 Penalty: 4164.156738
	Iteration 60F: 3 clusters Score -445991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -445994.093750 Penalty: 4164.156738
	Iteration 61Q: 3 clusters Score -445994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -445995.843750 Penalty: 4164.156738
	Iteration 62Q: 3 clusters Score -445995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -446001.437500 Penalty: 4164.156738
	Iteration 63Q: 3 clusters Score -446001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -446003.531250 Penalty: 4164.156738
	Iteration 64Q: 3 clusters Score -446003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -446007.406250 Penalty: 4164.156738
	Iteration 65Q: 3 clusters Score -446007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -446009.531250 Penalty: 4164.156738
	Iteration 66Q: 3 clusters Score -446009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -446015.343750 Penalty: 4164.156738
	Iteration 67Q: 3 clusters Score -446015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -446019.875000 Penalty: 4164.156738
	Iteration 68Q: 3 clusters Score -446019.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -446026.937500 Penalty: 4164.156738
	Iteration 69Q: 3 clusters Score -446026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -446029.875000 Penalty: 4164.156738
	Iteration 70Q: 3 clusters Score -446029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -446032.687500 Penalty: 4164.156738
	Iteration 71Q: 3 clusters Score -446032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -446033.156250 Penalty: 4164.156738
	Iteration 72Q: 3 clusters Score -446033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -446033.156250 Penalty: 4164.156738
	Iteration 73F: 3 clusters Score -446033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71934.796875 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71934.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72155.429688 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72155.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72225.382812 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -72225.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -72254.375000 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -72254.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72273.820312 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72273.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72285.320312 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72285.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72291.093750 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72291.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72296.921875 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72296.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72298.460938 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72298.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72307.609375 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -72307.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72310.179688 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -72310.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72312.992188 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -72312.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72317.593750 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -72317.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72319.750000 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -72319.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72322.843750 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -72322.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72326.351562 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -72326.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72327.703125 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -72327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72329.015625 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -72329.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72329.015625 Penalty: 3303.009766
	Iteration 18F: 3 clusters Score -72329.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10574.028320 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10574.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10610.238281 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10610.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10612.724609 Penalty: 2436.676758
	Iteration 2Q: 3 clusters Score -10612.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10612.724609 Penalty: 2436.676758
	Iteration 3F: 3 clusters Score -10612.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 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 345 members 
Entering Unmasked Estep 
Score: -59616.152344 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59616.15 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59825.378906 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59825.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59908.855469 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -59908.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59934.613281 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -59934.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59941.621094 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -59941.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59950.136719 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -59950.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59951.863281 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -59951.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59951.863281 Penalty: 3211.049805
	Iteration 7F: 3 clusters Score -59951.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Entering Unmasked Estep 
Score: -3040902.500000 Penalty: 2545.019531
	Iteration 0F: 2 clusters Score -3040902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -3021267.000000 Penalty: 5090.039062
	Iteration 0F: 3 clusters Score -3021267 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3028223.750000 Penalty: 5090.039062
	Iteration 1F: 3 clusters Score -3028224 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3028647.250000 Penalty: 5090.039062
	Iteration 2Q: 3 clusters Score -3028647 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3029018.250000 Penalty: 5090.039062
	Iteration 3Q: 3 clusters Score -3029018 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3029364.250000 Penalty: 5090.039062
	Iteration 4Q: 3 clusters Score -3029364 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3029771.250000 Penalty: 5090.039062
	Iteration 5Q: 3 clusters Score -3029771 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3030183.250000 Penalty: 5090.039062
	Iteration 6Q: 3 clusters Score -3030183 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3030684.500000 Penalty: 5090.039062
	Iteration 7Q: 3 clusters Score -3030684 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3031291.500000 Penalty: 5090.039062
	Iteration 8Q: 3 clusters Score -3031292 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3031942.250000 Penalty: 5090.039062
	Iteration 9Q: 3 clusters Score -3031942 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3032730.750000 Penalty: 5090.039062
	Iteration 10Q: 3 clusters Score -3032731 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3033565.750000 Penalty: 5090.039062
	Iteration 11Q: 3 clusters Score -3033566 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3034360.250000 Penalty: 5090.039062
	Iteration 12Q: 3 clusters Score -3034360 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3034980.750000 Penalty: 5090.039062
	Iteration 13Q: 3 clusters Score -3034981 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3035353.000000 Penalty: 5090.039062
	Iteration 14Q: 3 clusters Score -3035353 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3035533.500000 Penalty: 5090.039062
	Iteration 15Q: 3 clusters Score -3035534 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3035647.000000 Penalty: 5090.039062
	Iteration 16Q: 3 clusters Score -3035647 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3035725.250000 Penalty: 5090.039062
	Iteration 17Q: 3 clusters Score -3035725 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3035806.250000 Penalty: 5090.039062
	Iteration 18Q: 3 clusters Score -3035806 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3035867.000000 Penalty: 5090.039062
	Iteration 19Q: 3 clusters Score -3035867 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3035935.000000 Penalty: 5090.039062
	Iteration 20F: 3 clusters Score -3035935 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3035998.750000 Penalty: 5090.039062
	Iteration 21Q: 3 clusters Score -3035999 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3036069.500000 Penalty: 5090.039062
	Iteration 22Q: 3 clusters Score -3036070 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3036137.500000 Penalty: 5090.039062
	Iteration 23Q: 3 clusters Score -3036138 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3036201.250000 Penalty: 5090.039062
	Iteration 24Q: 3 clusters Score -3036201 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3036263.750000 Penalty: 5090.039062
	Iteration 25Q: 3 clusters Score -3036264 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3036315.250000 Penalty: 5090.039062
	Iteration 26Q: 3 clusters Score -3036315 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3036359.250000 Penalty: 5090.039062
	Iteration 27Q: 3 clusters Score -3036359 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3036406.250000 Penalty: 5090.039062
	Iteration 28Q: 3 clusters Score -3036406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3036446.000000 Penalty: 5090.039062
	Iteration 29Q: 3 clusters Score -3036446 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3036519.000000 Penalty: 5090.039062
	Iteration 30Q: 3 clusters Score -3036519 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3036579.250000 Penalty: 5090.039062
	Iteration 31Q: 3 clusters Score -3036579 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3036629.750000 Penalty: 5090.039062
	Iteration 32Q: 3 clusters Score -3036630 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3036679.750000 Penalty: 5090.039062
	Iteration 33Q: 3 clusters Score -3036680 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3036740.000000 Penalty: 5090.039062
	Iteration 34Q: 3 clusters Score -3036740 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3036784.000000 Penalty: 5090.039062
	Iteration 35Q: 3 clusters Score -3036784 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3036839.750000 Penalty: 5090.039062
	Iteration 36Q: 3 clusters Score -3036840 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3036898.500000 Penalty: 5090.039062
	Iteration 37Q: 3 clusters Score -3036898 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3036942.500000 Penalty: 5090.039062
	Iteration 38Q: 3 clusters Score -3036942 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3036994.750000 Penalty: 5090.039062
	Iteration 39Q: 3 clusters Score -3036995 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3037052.750000 Penalty: 5090.039062
	Iteration 40F: 3 clusters Score -3037053 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3037126.250000 Penalty: 5090.039062
	Iteration 41Q: 3 clusters Score -3037126 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3037188.750000 Penalty: 5090.039062
	Iteration 42Q: 3 clusters Score -3037189 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3037246.000000 Penalty: 5090.039062
	Iteration 43Q: 3 clusters Score -3037246 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3037305.250000 Penalty: 5090.039062
	Iteration 44Q: 3 clusters Score -3037305 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -3037357.500000 Penalty: 5090.039062
	Iteration 45Q: 3 clusters Score -3037358 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3037435.000000 Penalty: 5090.039062
	Iteration 46Q: 3 clusters Score -3037435 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3037509.750000 Penalty: 5090.039062
	Iteration 47Q: 3 clusters Score -3037510 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -3037574.750000 Penalty: 5090.039062
	Iteration 48Q: 3 clusters Score -3037575 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3037626.750000 Penalty: 5090.039062
	Iteration 49Q: 3 clusters Score -3037627 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3037691.000000 Penalty: 5090.039062
	Iteration 50Q: 3 clusters Score -3037691 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3037751.250000 Penalty: 5090.039062
	Iteration 51Q: 3 clusters Score -3037751 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3037818.500000 Penalty: 5090.039062
	Iteration 52Q: 3 clusters Score -3037818 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3037871.250000 Penalty: 5090.039062
	Iteration 53Q: 3 clusters Score -3037871 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3037927.750000 Penalty: 5090.039062
	Iteration 54Q: 3 clusters Score -3037928 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3037975.750000 Penalty: 5090.039062
	Iteration 55Q: 3 clusters Score -3037976 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3038019.250000 Penalty: 5090.039062
	Iteration 56Q: 3 clusters Score -3038019 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3038063.000000 Penalty: 5090.039062
	Iteration 57Q: 3 clusters Score -3038063 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3038109.750000 Penalty: 5090.039062
	Iteration 58Q: 3 clusters Score -3038110 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3038138.250000 Penalty: 5090.039062
	Iteration 59Q: 3 clusters Score -3038138 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3038181.500000 Penalty: 5090.039062
	Iteration 60F: 3 clusters Score -3038182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3038224.000000 Penalty: 5090.039062
	Iteration 61Q: 3 clusters Score -3038224 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3038259.750000 Penalty: 5090.039062
	Iteration 62Q: 3 clusters Score -3038260 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3038289.750000 Penalty: 5090.039062
	Iteration 63Q: 3 clusters Score -3038290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3038340.250000 Penalty: 5090.039062
	Iteration 64Q: 3 clusters Score -3038340 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3038375.000000 Penalty: 5090.039062
	Iteration 65Q: 3 clusters Score -3038375 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -3038418.000000 Penalty: 5090.039062
	Iteration 66Q: 3 clusters Score -3038418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3038454.750000 Penalty: 5090.039062
	Iteration 67Q: 3 clusters Score -3038455 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3038478.500000 Penalty: 5090.039062
	Iteration 68Q: 3 clusters Score -3038478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3038520.500000 Penalty: 5090.039062
	Iteration 69Q: 3 clusters Score -3038520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3038548.500000 Penalty: 5090.039062
	Iteration 70Q: 3 clusters Score -3038548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3038556.500000 Penalty: 5090.039062
	Iteration 71Q: 3 clusters Score -3038556 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3038570.000000 Penalty: 5090.039062
	Iteration 72Q: 3 clusters Score -3038570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3038596.750000 Penalty: 5090.039062
	Iteration 73Q: 3 clusters Score -3038597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3038609.750000 Penalty: 5090.039062
	Iteration 74Q: 3 clusters Score -3038610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3038627.250000 Penalty: 5090.039062
	Iteration 75Q: 3 clusters Score -3038627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3038633.000000 Penalty: 5090.039062
	Iteration 76Q: 3 clusters Score -3038633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3038640.500000 Penalty: 5090.039062
	Iteration 77Q: 3 clusters Score -3038640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3038649.750000 Penalty: 5090.039062
	Iteration 78Q: 3 clusters Score -3038650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3038659.750000 Penalty: 5090.039062
	Iteration 79Q: 3 clusters Score -3038660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3038670.500000 Penalty: 5090.039062
	Iteration 80F: 3 clusters Score -3038670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3038684.000000 Penalty: 5090.039062
	Iteration 81Q: 3 clusters Score -3038684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3038688.000000 Penalty: 5090.039062
	Iteration 82Q: 3 clusters Score -3038688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3038703.500000 Penalty: 5090.039062
	Iteration 83Q: 3 clusters Score -3038704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3038708.750000 Penalty: 5090.039062
	Iteration 84Q: 3 clusters Score -3038709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3038714.500000 Penalty: 5090.039062
	Iteration 85Q: 3 clusters Score -3038714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3038731.250000 Penalty: 5090.039062
	Iteration 86Q: 3 clusters Score -3038731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3038727.250000 Penalty: 5090.039062
	Iteration 87Q: 3 clusters Score -3038727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3038732.000000 Penalty: 5090.039062
	Iteration 88Q: 3 clusters Score -3038732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3038735.250000 Penalty: 5090.039062
	Iteration 89Q: 3 clusters Score -3038735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3038730.250000 Penalty: 5090.039062
	Iteration 90Q: 3 clusters Score -3038730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3038735.000000 Penalty: 5090.039062
	Iteration 91Q: 3 clusters Score -3038735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3038736.500000 Penalty: 5090.039062
	Iteration 92Q: 3 clusters Score -3038736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3038737.250000 Penalty: 5090.039062
	Iteration 93Q: 3 clusters Score -3038737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3038737.500000 Penalty: 5090.039062
	Iteration 94Q: 3 clusters Score -3038738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3038739.000000 Penalty: 5090.039062
	Iteration 95Q: 3 clusters Score -3038739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3038738.750000 Penalty: 5090.039062
	Iteration 96Q: 3 clusters Score -3038739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3038744.250000 Penalty: 5090.039062
	Iteration 97Q: 3 clusters Score -3038744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3038743.250000 Penalty: 5090.039062
	Iteration 98Q: 3 clusters Score -3038743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3038749.000000 Penalty: 5090.039062
	Iteration 99Q: 3 clusters Score -3038749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3038746.750000 Penalty: 5090.039062
	Iteration 100F: 3 clusters Score -3038747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3038754.750000 Penalty: 5090.039062
	Iteration 101Q: 3 clusters Score -3038755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3038758.750000 Penalty: 5090.039062
	Iteration 102Q: 3 clusters Score -3038759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3038757.750000 Penalty: 5090.039062
	Iteration 103Q: 3 clusters Score -3038758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3038763.250000 Penalty: 5090.039062
	Iteration 104Q: 3 clusters Score -3038763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3038763.000000 Penalty: 5090.039062
	Iteration 105Q: 3 clusters Score -3038763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3038763.250000 Penalty: 5090.039062
	Iteration 106Q: 3 clusters Score -3038763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3038763.250000 Penalty: 5090.039062
	Iteration 107Q: 3 clusters Score -3038763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3038759.500000 Penalty: 5090.039062
	Iteration 108Q: 3 clusters Score -3038760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3038763.000000 Penalty: 5090.039062
	Iteration 109Q: 3 clusters Score -3038763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3038759.750000 Penalty: 5090.039062
	Iteration 110Q: 3 clusters Score -3038760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3038759.750000 Penalty: 5090.039062
	Iteration 111F: 3 clusters Score -3038760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -39075.472656 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -39075.47 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 237 members 
Entering Unmasked Estep 
Score: -37687.710938 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -37687.71 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37869.988281 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -37869.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37916.363281 Penalty: 3032.386475
	Iteration 2Q: 3 clusters Score -37916.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37937.089844 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -37937.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37970.015625 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -37970.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37988.691406 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -37988.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38004.585938 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -38004.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38020.371094 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -38020.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38034.492188 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -38034.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38047.460938 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -38047.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38053.906250 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -38053.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38055.757812 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -38055.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38055.757812 Penalty: 3032.386475
	Iteration 12F: 3 clusters Score -38055.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Entering Unmasked Estep 
Score: -1969608.250000 Penalty: 2451.282227
	Iteration 0F: 2 clusters Score -1969608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1955675.625000 Penalty: 4902.564453
	Iteration 0F: 3 clusters Score -1955676 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1960399.500000 Penalty: 4902.564453
	Iteration 1F: 3 clusters Score -1960400 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1961054.625000 Penalty: 4902.564453
	Iteration 2F: 3 clusters Score -1961055 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1961721.875000 Penalty: 4902.564453
	Iteration 3F: 3 clusters Score -1961722 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1962284.500000 Penalty: 4902.564453
	Iteration 4F: 3 clusters Score -1962284 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1962736.625000 Penalty: 4902.564453
	Iteration 5F: 3 clusters Score -1962737 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1963136.000000 Penalty: 4902.564453
	Iteration 6Q: 3 clusters Score -1963136 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1963509.875000 Penalty: 4902.564453
	Iteration 7Q: 3 clusters Score -1963510 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1963866.750000 Penalty: 4902.564453
	Iteration 8Q: 3 clusters Score -1963867 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1964227.625000 Penalty: 4902.564453
	Iteration 9Q: 3 clusters Score -1964228 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1964567.500000 Penalty: 4902.564453
	Iteration 10Q: 3 clusters Score -1964568 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1964852.375000 Penalty: 4902.564453
	Iteration 11Q: 3 clusters Score -1964852 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1965094.750000 Penalty: 4902.564453
	Iteration 12Q: 3 clusters Score -1965095 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1965288.500000 Penalty: 4902.564453
	Iteration 13Q: 3 clusters Score -1965288 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1965484.750000 Penalty: 4902.564453
	Iteration 14Q: 3 clusters Score -1965485 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1965674.875000 Penalty: 4902.564453
	Iteration 15Q: 3 clusters Score -1965675 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1965887.625000 Penalty: 4902.564453
	Iteration 16Q: 3 clusters Score -1965888 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1966088.000000 Penalty: 4902.564453
	Iteration 17Q: 3 clusters Score -1966088 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1966310.250000 Penalty: 4902.564453
	Iteration 18Q: 3 clusters Score -1966310 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1966563.250000 Penalty: 4902.564453
	Iteration 19Q: 3 clusters Score -1966563 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1966867.875000 Penalty: 4902.564453
	Iteration 20F: 3 clusters Score -1966868 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1967215.000000 Penalty: 4902.564453
	Iteration 21Q: 3 clusters Score -1967215 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1967561.375000 Penalty: 4902.564453
	Iteration 22Q: 3 clusters Score -1967561 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1967861.000000 Penalty: 4902.564453
	Iteration 23Q: 3 clusters Score -1967861 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1968108.750000 Penalty: 4902.564453
	Iteration 24Q: 3 clusters Score -1968109 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1968356.625000 Penalty: 4902.564453
	Iteration 25Q: 3 clusters Score -1968357 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1968514.750000 Penalty: 4902.564453
	Iteration 26Q: 3 clusters Score -1968515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1968566.750000 Penalty: 4902.564453
	Iteration 27Q: 3 clusters Score -1968567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1968589.500000 Penalty: 4902.564453
	Iteration 28Q: 3 clusters Score -1968590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1968601.375000 Penalty: 4902.564453
	Iteration 29Q: 3 clusters Score -1968601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1968605.500000 Penalty: 4902.564453
	Iteration 30Q: 3 clusters Score -1968606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1968615.750000 Penalty: 4902.564453
	Iteration 31Q: 3 clusters Score -1968616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1968627.500000 Penalty: 4902.564453
	Iteration 32Q: 3 clusters Score -1968628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1968636.500000 Penalty: 4902.564453
	Iteration 33Q: 3 clusters Score -1968636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1968646.750000 Penalty: 4902.564453
	Iteration 34Q: 3 clusters Score -1968647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1968649.125000 Penalty: 4902.564453
	Iteration 35Q: 3 clusters Score -1968649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1968654.750000 Penalty: 4902.564453
	Iteration 36Q: 3 clusters Score -1968655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1968656.250000 Penalty: 4902.564453
	Iteration 37Q: 3 clusters Score -1968656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1968659.000000 Penalty: 4902.564453
	Iteration 38Q: 3 clusters Score -1968659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1968665.625000 Penalty: 4902.564453
	Iteration 39Q: 3 clusters Score -1968666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1968667.875000 Penalty: 4902.564453
	Iteration 40F: 3 clusters Score -1968668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1968666.625000 Penalty: 4902.564453
	Iteration 41Q: 3 clusters Score -1968667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1968668.500000 Penalty: 4902.564453
	Iteration 42Q: 3 clusters Score -1968668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1968669.250000 Penalty: 4902.564453
	Iteration 43Q: 3 clusters Score -1968669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1968671.250000 Penalty: 4902.564453
	Iteration 44Q: 3 clusters Score -1968671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1968672.750000 Penalty: 4902.564453
	Iteration 45Q: 3 clusters Score -1968673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1968673.500000 Penalty: 4902.564453
	Iteration 46Q: 3 clusters Score -1968674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1968674.125000 Penalty: 4902.564453
	Iteration 47Q: 3 clusters Score -1968674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1968674.125000 Penalty: 4902.564453
	Iteration 48F: 3 clusters Score -1968674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (174064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174064 members 
Entering Unmasked Estep 
Score: -18248110.000000 Penalty: 2992.660400
	Iteration 0F: 2 clusters Score -1.824811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -18134820.000000 Penalty: 5985.320801
	Iteration 0F: 3 clusters Score -1.813482e+07 nChanged 83491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Mstep: Class 2 contains 83713 members 
Entering Unmasked Estep 
Score: -18183056.000000 Penalty: 5985.320801
	Iteration 1F: 3 clusters Score -1.818306e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -18184194.000000 Penalty: 5985.320801
	Iteration 2Q: 3 clusters Score -1.818419e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95396 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -18185424.000000 Penalty: 5985.320801
	Iteration 3Q: 3 clusters Score -1.818542e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -18187476.000000 Penalty: 5985.320801
	Iteration 4Q: 3 clusters Score -1.818748e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107457 members 
Mstep: Class 2 contains 66607 members 
Entering Unmasked Estep 
Score: -18191162.000000 Penalty: 5985.320801
	Iteration 5Q: 3 clusters Score -1.819116e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117811 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -18197758.000000 Penalty: 5985.320801
	Iteration 6F: 3 clusters Score -1.819776e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130774 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -18207578.000000 Penalty: 5985.320801
	Iteration 7F: 3 clusters Score -1.820758e+07 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144278 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -18219912.000000 Penalty: 5985.320801
	Iteration 8F: 3 clusters Score -1.821991e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155104 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -18230092.000000 Penalty: 5985.320801
	Iteration 9F: 3 clusters Score -1.823009e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161875 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -18236962.000000 Penalty: 5985.320801
	Iteration 10Q: 3 clusters Score -1.823696e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -18240808.000000 Penalty: 5985.320801
	Iteration 11Q: 3 clusters Score -1.824081e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -18242910.000000 Penalty: 5985.320801
	Iteration 12Q: 3 clusters Score -1.824291e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -18244116.000000 Penalty: 5985.320801
	Iteration 13Q: 3 clusters Score -1.824412e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169419 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -18244870.000000 Penalty: 5985.320801
	Iteration 14Q: 3 clusters Score -1.824487e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -18245384.000000 Penalty: 5985.320801
	Iteration 15Q: 3 clusters Score -1.824538e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170259 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -18245788.000000 Penalty: 5985.320801
	Iteration 16Q: 3 clusters Score -1.824579e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -18245978.000000 Penalty: 5985.320801
	Iteration 17Q: 3 clusters Score -1.824598e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170628 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -18246114.000000 Penalty: 5985.320801
	Iteration 18Q: 3 clusters Score -1.824611e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -18246202.000000 Penalty: 5985.320801
	Iteration 19Q: 3 clusters Score -1.82462e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170782 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -18246256.000000 Penalty: 5985.320801
	Iteration 20F: 3 clusters Score -1.824626e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -18246302.000000 Penalty: 5985.320801
	Iteration 21Q: 3 clusters Score -1.82463e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170884 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -18246354.000000 Penalty: 5985.320801
	Iteration 22Q: 3 clusters Score -1.824635e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170916 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -18246384.000000 Penalty: 5985.320801
	Iteration 23Q: 3 clusters Score -1.824638e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170956 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -18246404.000000 Penalty: 5985.320801
	Iteration 24Q: 3 clusters Score -1.82464e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170983 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -18246398.000000 Penalty: 5985.320801
	Iteration 25Q: 3 clusters Score -1.82464e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170997 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -18246430.000000 Penalty: 5985.320801
	Iteration 26Q: 3 clusters Score -1.824643e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -18246468.000000 Penalty: 5985.320801
	Iteration 27Q: 3 clusters Score -1.824647e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170990 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -18246450.000000 Penalty: 5985.320801
	Iteration 28Q: 3 clusters Score -1.824645e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171002 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -18246478.000000 Penalty: 5985.320801
	Iteration 29Q: 3 clusters Score -1.824648e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -18246480.000000 Penalty: 5985.320801
	Iteration 30Q: 3 clusters Score -1.824648e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -18246484.000000 Penalty: 5985.320801
	Iteration 31Q: 3 clusters Score -1.824648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -18246484.000000 Penalty: 5985.320801
	Iteration 32Q: 3 clusters Score -1.824648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171030 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -18246506.000000 Penalty: 5985.320801
	Iteration 33Q: 3 clusters Score -1.824651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171026 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -18246508.000000 Penalty: 5985.320801
	Iteration 34Q: 3 clusters Score -1.824651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171020 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -18246516.000000 Penalty: 5985.320801
	Iteration 35Q: 3 clusters Score -1.824652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -18246520.000000 Penalty: 5985.320801
	Iteration 36Q: 3 clusters Score -1.824652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171016 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -18246514.000000 Penalty: 5985.320801
	Iteration 37Q: 3 clusters Score -1.824651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -18246508.000000 Penalty: 5985.320801
	Iteration 38Q: 3 clusters Score -1.824651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171023 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -18246516.000000 Penalty: 5985.320801
	Iteration 39Q: 3 clusters Score -1.824652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171025 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -18246518.000000 Penalty: 5985.320801
	Iteration 40F: 3 clusters Score -1.824652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171023 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -18246514.000000 Penalty: 5985.320801
	Iteration 41Q: 3 clusters Score -1.824651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171020 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -18246518.000000 Penalty: 5985.320801
	Iteration 42Q: 3 clusters Score -1.824652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -18246524.000000 Penalty: 5985.320801
	Iteration 43Q: 3 clusters Score -1.824652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171016 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -18246526.000000 Penalty: 5985.320801
	Iteration 44Q: 3 clusters Score -1.824653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -18246528.000000 Penalty: 5985.320801
	Iteration 45Q: 3 clusters Score -1.824653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171014 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -18246526.000000 Penalty: 5985.320801
	Iteration 46Q: 3 clusters Score -1.824653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171014 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -18246526.000000 Penalty: 5985.320801
	Iteration 47F: 3 clusters Score -1.824653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Entering Unmasked Estep 
Score: -2579656.250000 Penalty: 2506.980713
	Iteration 0F: 2 clusters Score -2579656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2562734.500000 Penalty: 5013.961426
	Iteration 0F: 3 clusters Score -2562734 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2568510.250000 Penalty: 5013.961426
	Iteration 1F: 3 clusters Score -2568510 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2568904.750000 Penalty: 5013.961426
	Iteration 2Q: 3 clusters Score -2568905 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2569254.000000 Penalty: 5013.961426
	Iteration 3Q: 3 clusters Score -2569254 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2569636.750000 Penalty: 5013.961426
	Iteration 4Q: 3 clusters Score -2569637 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2570169.750000 Penalty: 5013.961426
	Iteration 5Q: 3 clusters Score -2570170 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2570975.250000 Penalty: 5013.961426
	Iteration 6F: 3 clusters Score -2570975 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2572090.750000 Penalty: 5013.961426
	Iteration 7F: 3 clusters Score -2572091 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2573539.250000 Penalty: 5013.961426
	Iteration 8F: 3 clusters Score -2573539 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2575015.750000 Penalty: 5013.961426
	Iteration 9F: 3 clusters Score -2575016 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2576122.250000 Penalty: 5013.961426
	Iteration 10Q: 3 clusters Score -2576122 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2576768.500000 Penalty: 5013.961426
	Iteration 11Q: 3 clusters Score -2576768 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2577084.500000 Penalty: 5013.961426
	Iteration 12Q: 3 clusters Score -2577084 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2577250.750000 Penalty: 5013.961426
	Iteration 13Q: 3 clusters Score -2577251 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2577353.500000 Penalty: 5013.961426
	Iteration 14Q: 3 clusters Score -2577354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2577403.750000 Penalty: 5013.961426
	Iteration 15Q: 3 clusters Score -2577404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2577442.500000 Penalty: 5013.961426
	Iteration 16Q: 3 clusters Score -2577442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2577464.500000 Penalty: 5013.961426
	Iteration 17Q: 3 clusters Score -2577464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2577490.750000 Penalty: 5013.961426
	Iteration 18Q: 3 clusters Score -2577491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2577504.500000 Penalty: 5013.961426
	Iteration 19Q: 3 clusters Score -2577504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2577514.750000 Penalty: 5013.961426
	Iteration 20F: 3 clusters Score -2577515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2577527.750000 Penalty: 5013.961426
	Iteration 21Q: 3 clusters Score -2577528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2577545.000000 Penalty: 5013.961426
	Iteration 22Q: 3 clusters Score -2577545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2577549.500000 Penalty: 5013.961426
	Iteration 23Q: 3 clusters Score -2577550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2577554.000000 Penalty: 5013.961426
	Iteration 24Q: 3 clusters Score -2577554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2577553.250000 Penalty: 5013.961426
	Iteration 25Q: 3 clusters Score -2577553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2577554.500000 Penalty: 5013.961426
	Iteration 26Q: 3 clusters Score -2577554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2577554.500000 Penalty: 5013.961426
	Iteration 27F: 3 clusters Score -2577554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Entering Unmasked Estep 
Score: -3251862.500000 Penalty: 2567.868408
	Iteration 0F: 2 clusters Score -3251862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3230410.750000 Penalty: 5135.736816
	Iteration 0F: 3 clusters Score -3230411 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3238154.000000 Penalty: 5135.736816
	Iteration 1F: 3 clusters Score -3238154 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3238711.000000 Penalty: 5135.736816
	Iteration 2Q: 3 clusters Score -3238711 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3239301.750000 Penalty: 5135.736816
	Iteration 3Q: 3 clusters Score -3239302 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3240107.250000 Penalty: 5135.736816
	Iteration 4F: 3 clusters Score -3240107 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3241313.000000 Penalty: 5135.736816
	Iteration 5F: 3 clusters Score -3241313 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3242989.250000 Penalty: 5135.736816
	Iteration 6F: 3 clusters Score -3242989 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3245030.250000 Penalty: 5135.736816
	Iteration 7F: 3 clusters Score -3245030 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3246994.250000 Penalty: 5135.736816
	Iteration 8F: 3 clusters Score -3246994 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3248358.000000 Penalty: 5135.736816
	Iteration 9Q: 3 clusters Score -3248358 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3249062.000000 Penalty: 5135.736816
	Iteration 10Q: 3 clusters Score -3249062 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3249361.750000 Penalty: 5135.736816
	Iteration 11Q: 3 clusters Score -3249362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3249494.250000 Penalty: 5135.736816
	Iteration 12Q: 3 clusters Score -3249494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3249562.250000 Penalty: 5135.736816
	Iteration 13Q: 3 clusters Score -3249562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3249584.000000 Penalty: 5135.736816
	Iteration 14Q: 3 clusters Score -3249584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3249591.500000 Penalty: 5135.736816
	Iteration 15Q: 3 clusters Score -3249592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3249593.750000 Penalty: 5135.736816
	Iteration 16Q: 3 clusters Score -3249594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3249591.750000 Penalty: 5135.736816
	Iteration 17Q: 3 clusters Score -3249592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3249597.250000 Penalty: 5135.736816
	Iteration 18Q: 3 clusters Score -3249597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3249598.000000 Penalty: 5135.736816
	Iteration 19Q: 3 clusters Score -3249598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3249598.000000 Penalty: 5135.736816
	Iteration 20F: 3 clusters Score -3249598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Entering Unmasked Estep 
Score: -1466093.750000 Penalty: 2362.418457
	Iteration 0F: 2 clusters Score -1466094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1455884.500000 Penalty: 4724.836914
	Iteration 0F: 3 clusters Score -1455884 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1459050.250000 Penalty: 4724.836914
	Iteration 1F: 3 clusters Score -1459050 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1459363.125000 Penalty: 4724.836914
	Iteration 2F: 3 clusters Score -1459363 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1459598.250000 Penalty: 4724.836914
	Iteration 3Q: 3 clusters Score -1459598 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1459827.375000 Penalty: 4724.836914
	Iteration 4Q: 3 clusters Score -1459827 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1460072.375000 Penalty: 4724.836914
	Iteration 5Q: 3 clusters Score -1460072 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1460329.250000 Penalty: 4724.836914
	Iteration 6Q: 3 clusters Score -1460329 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1460634.625000 Penalty: 4724.836914
	Iteration 7Q: 3 clusters Score -1460635 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1461034.125000 Penalty: 4724.836914
	Iteration 8Q: 3 clusters Score -1461034 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1461525.125000 Penalty: 4724.836914
	Iteration 9F: 3 clusters Score -1461525 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1462074.500000 Penalty: 4724.836914
	Iteration 10F: 3 clusters Score -1462074 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1462658.250000 Penalty: 4724.836914
	Iteration 11F: 3 clusters Score -1462658 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1463159.125000 Penalty: 4724.836914
	Iteration 12Q: 3 clusters Score -1463159 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1463506.875000 Penalty: 4724.836914
	Iteration 13Q: 3 clusters Score -1463507 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1463728.500000 Penalty: 4724.836914
	Iteration 14Q: 3 clusters Score -1463728 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1463871.750000 Penalty: 4724.836914
	Iteration 15Q: 3 clusters Score -1463872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1463932.500000 Penalty: 4724.836914
	Iteration 16Q: 3 clusters Score -1463932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1463962.750000 Penalty: 4724.836914
	Iteration 17Q: 3 clusters Score -1463963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1463990.500000 Penalty: 4724.836914
	Iteration 18Q: 3 clusters Score -1463990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1464011.125000 Penalty: 4724.836914
	Iteration 19Q: 3 clusters Score -1464011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1464029.000000 Penalty: 4724.836914
	Iteration 20F: 3 clusters Score -1464029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1464039.125000 Penalty: 4724.836914
	Iteration 21Q: 3 clusters Score -1464039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1464048.250000 Penalty: 4724.836914
	Iteration 22Q: 3 clusters Score -1464048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1464054.375000 Penalty: 4724.836914
	Iteration 23Q: 3 clusters Score -1464054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1464060.250000 Penalty: 4724.836914
	Iteration 24Q: 3 clusters Score -1464060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1464062.000000 Penalty: 4724.836914
	Iteration 25Q: 3 clusters Score -1464062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1464063.750000 Penalty: 4724.836914
	Iteration 26Q: 3 clusters Score -1464064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1464066.500000 Penalty: 4724.836914
	Iteration 27Q: 3 clusters Score -1464066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1464066.500000 Penalty: 4724.836914
	Iteration 28F: 3 clusters Score -1464066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (119894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119894 members 
Entering Unmasked Estep 
Score: -12572692.000000 Penalty: 2900.202148
	Iteration 0F: 2 clusters Score -1.257269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -12492815.000000 Penalty: 5800.404297
	Iteration 0F: 3 clusters Score -1.249282e+07 nChanged 56759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -12524902.000000 Penalty: 5800.404297
	Iteration 1F: 3 clusters Score -1.25249e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60529 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -12525512.000000 Penalty: 5800.404297
	Iteration 2Q: 3 clusters Score -1.252551e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 58929 members 
Entering Unmasked Estep 
Score: -12526302.000000 Penalty: 5800.404297
	Iteration 3Q: 3 clusters Score -1.25263e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61662 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -12527015.000000 Penalty: 5800.404297
	Iteration 4Q: 3 clusters Score -1.252702e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -12527908.000000 Penalty: 5800.404297
	Iteration 5Q: 3 clusters Score -1.252791e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -12528806.000000 Penalty: 5800.404297
	Iteration 6Q: 3 clusters Score -1.252881e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -12529925.000000 Penalty: 5800.404297
	Iteration 7Q: 3 clusters Score -1.252992e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -12531489.000000 Penalty: 5800.404297
	Iteration 8Q: 3 clusters Score -1.253149e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -12533663.000000 Penalty: 5800.404297
	Iteration 9Q: 3 clusters Score -1.253366e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77275 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -12536680.000000 Penalty: 5800.404297
	Iteration 10Q: 3 clusters Score -1.253668e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -12541266.000000 Penalty: 5800.404297
	Iteration 11F: 3 clusters Score -1.254127e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -12546933.000000 Penalty: 5800.404297
	Iteration 12F: 3 clusters Score -1.254693e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96619 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -12552892.000000 Penalty: 5800.404297
	Iteration 13F: 3 clusters Score -1.255289e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -12557703.000000 Penalty: 5800.404297
	Iteration 14Q: 3 clusters Score -1.25577e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -12561179.000000 Penalty: 5800.404297
	Iteration 15Q: 3 clusters Score -1.256118e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -12563480.000000 Penalty: 5800.404297
	Iteration 16Q: 3 clusters Score -1.256348e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111664 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -12565105.000000 Penalty: 5800.404297
	Iteration 17Q: 3 clusters Score -1.25651e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -12566389.000000 Penalty: 5800.404297
	Iteration 18Q: 3 clusters Score -1.256639e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -12567473.000000 Penalty: 5800.404297
	Iteration 19Q: 3 clusters Score -1.256747e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116293 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -12568145.000000 Penalty: 5800.404297
	Iteration 20F: 3 clusters Score -1.256814e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -12568661.000000 Penalty: 5800.404297
	Iteration 21Q: 3 clusters Score -1.256866e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -12569121.000000 Penalty: 5800.404297
	Iteration 22Q: 3 clusters Score -1.256912e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118364 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -12569471.000000 Penalty: 5800.404297
	Iteration 23Q: 3 clusters Score -1.256947e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -12569711.000000 Penalty: 5800.404297
	Iteration 24Q: 3 clusters Score -1.256971e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12569856.000000 Penalty: 5800.404297
	Iteration 25Q: 3 clusters Score -1.256986e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -12569951.000000 Penalty: 5800.404297
	Iteration 26Q: 3 clusters Score -1.256995e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119148 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12570033.000000 Penalty: 5800.404297
	Iteration 27Q: 3 clusters Score -1.257003e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119221 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12570095.000000 Penalty: 5800.404297
	Iteration 28Q: 3 clusters Score -1.25701e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -12570134.000000 Penalty: 5800.404297
	Iteration 29Q: 3 clusters Score -1.257013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119297 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -12570166.000000 Penalty: 5800.404297
	Iteration 30Q: 3 clusters Score -1.257017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119314 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12570167.000000 Penalty: 5800.404297
	Iteration 31Q: 3 clusters Score -1.257017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119328 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12570178.000000 Penalty: 5800.404297
	Iteration 32Q: 3 clusters Score -1.257018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119338 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12570177.000000 Penalty: 5800.404297
	Iteration 33Q: 3 clusters Score -1.257018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119343 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12570189.000000 Penalty: 5800.404297
	Iteration 34Q: 3 clusters Score -1.257019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12570200.000000 Penalty: 5800.404297
	Iteration 35Q: 3 clusters Score -1.25702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119347 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12570201.000000 Penalty: 5800.404297
	Iteration 36Q: 3 clusters Score -1.25702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119349 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -12570200.000000 Penalty: 5800.404297
	Iteration 37Q: 3 clusters Score -1.25702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119351 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12570204.000000 Penalty: 5800.404297
	Iteration 38Q: 3 clusters Score -1.25702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119352 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12570197.000000 Penalty: 5800.404297
	Iteration 39Q: 3 clusters Score -1.25702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119354 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12570194.000000 Penalty: 5800.404297
	Iteration 40F: 3 clusters Score -1.257019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119357 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12570199.000000 Penalty: 5800.404297
	Iteration 41Q: 3 clusters Score -1.25702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12570201.000000 Penalty: 5800.404297
	Iteration 42Q: 3 clusters Score -1.25702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119361 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -12570197.000000 Penalty: 5800.404297
	Iteration 43Q: 3 clusters Score -1.25702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119362 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -12570200.000000 Penalty: 5800.404297
	Iteration 44Q: 3 clusters Score -1.25702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119363 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12570197.000000 Penalty: 5800.404297
	Iteration 45Q: 3 clusters Score -1.25702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119363 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -12570197.000000 Penalty: 5800.404297
	Iteration 46F: 3 clusters Score -1.25702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 211511 members 
Mstep: Class 4 contains 34802 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28629 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 19618 members 
Mstep: Class 12 contains 174064 members 
Mstep: Class 15 contains 24558 members 
Mstep: Class 16 contains 31392 members 
Mstep: Class 18 contains 13710 members 
Mstep: Class 19 contains 119894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052912.000000 Penalty: 53300.515625
Iteration 159Q: 17 clusters Score -7.005291e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 211469 members 
Mstep: Class 4 contains 34682 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28696 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 19553 members 
Mstep: Class 12 contains 174184 members 
Mstep: Class 15 contains 24585 members 
Mstep: Class 16 contains 31376 members 
Mstep: Class 18 contains 13712 members 
Mstep: Class 19 contains 119630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052888.000000 Penalty: 53300.515625
Iteration 160F: 17 clusters Score -7.005289e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 211468 members 
Mstep: Class 4 contains 34554 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28766 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 19485 members 
Mstep: Class 12 contains 174291 members 
Mstep: Class 15 contains 24616 members 
Mstep: Class 16 contains 31352 members 
Mstep: Class 18 contains 13726 members 
Mstep: Class 19 contains 119385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052840.000000 Penalty: 53300.515625
Iteration 161Q: 17 clusters Score -7.005284e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 211437 members 
Mstep: Class 4 contains 34435 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28835 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 19410 members 
Mstep: Class 12 contains 174451 members 
Mstep: Class 15 contains 24654 members 
Mstep: Class 16 contains 31348 members 
Mstep: Class 18 contains 13729 members 
Mstep: Class 19 contains 119129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052864.000000 Penalty: 53300.515625
Iteration 162Q: 17 clusters Score -7.005286e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 211352 members 
Mstep: Class 4 contains 34322 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28914 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 174624 members 
Mstep: Class 15 contains 24695 members 
Mstep: Class 16 contains 31350 members 
Mstep: Class 18 contains 13738 members 
Mstep: Class 19 contains 118885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052872.000000 Penalty: 53300.515625
Iteration 163Q: 17 clusters Score -7.005287e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 822 members 
Mstep: Class 3 contains 211249 members 
Mstep: Class 4 contains 34218 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 28977 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 19247 members 
Mstep: Class 12 contains 174802 members 
Mstep: Class 15 contains 24739 members 
Mstep: Class 16 contains 31366 members 
Mstep: Class 18 contains 13744 members 
Mstep: Class 19 contains 118633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053080.000000 Penalty: 53300.515625
Iteration 164Q: 17 clusters Score -7.005308e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 211240 members 
Mstep: Class 4 contains 34117 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29038 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 19173 members 
Mstep: Class 12 contains 174973 members 
Mstep: Class 15 contains 24780 members 
Mstep: Class 16 contains 31361 members 
Mstep: Class 18 contains 13737 members 
Mstep: Class 19 contains 118361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053360.000000 Penalty: 53300.515625
Iteration 165Q: 17 clusters Score -7.005336e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 211222 members 
Mstep: Class 4 contains 34000 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29105 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 175169 members 
Mstep: Class 15 contains 24815 members 
Mstep: Class 16 contains 31406 members 
Mstep: Class 18 contains 13743 members 
Mstep: Class 19 contains 118072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053400.000000 Penalty: 53300.515625
Iteration 166Q: 17 clusters Score -7.00534e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 211284 members 
Mstep: Class 4 contains 33886 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29166 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18980 members 
Mstep: Class 12 contains 175309 members 
Mstep: Class 15 contains 24861 members 
Mstep: Class 16 contains 31442 members 
Mstep: Class 18 contains 13743 members 
Mstep: Class 19 contains 117764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053496.000000 Penalty: 53300.515625
Iteration 167Q: 17 clusters Score -7.00535e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 211369 members 
Mstep: Class 4 contains 33730 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29228 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18907 members 
Mstep: Class 12 contains 175472 members 
Mstep: Class 15 contains 24893 members 
Mstep: Class 16 contains 31472 members 
Mstep: Class 18 contains 13752 members 
Mstep: Class 19 contains 117444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053592.000000 Penalty: 53300.515625
Iteration 168Q: 17 clusters Score -7.005359e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 211434 members 
Mstep: Class 4 contains 33578 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29303 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18822 members 
Mstep: Class 12 contains 175631 members 
Mstep: Class 15 contains 24929 members 
Mstep: Class 16 contains 31510 members 
Mstep: Class 18 contains 13761 members 
Mstep: Class 19 contains 117129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053520.000000 Penalty: 53300.515625
Iteration 169Q: 17 clusters Score -7.005352e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 211556 members 
Mstep: Class 4 contains 33409 members 
Mstep: Class 5 contains 4436 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29387 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18752 members 
Mstep: Class 12 contains 175792 members 
Mstep: Class 15 contains 24968 members 
Mstep: Class 16 contains 31536 members 
Mstep: Class 18 contains 13757 members 
Mstep: Class 19 contains 116779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053496.000000 Penalty: 53300.515625
Iteration 170Q: 17 clusters Score -7.00535e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 211642 members 
Mstep: Class 4 contains 33292 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29452 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18659 members 
Mstep: Class 12 contains 175976 members 
Mstep: Class 15 contains 25008 members 
Mstep: Class 16 contains 31554 members 
Mstep: Class 18 contains 13753 members 
Mstep: Class 19 contains 116428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053616.000000 Penalty: 53300.515625
Iteration 171Q: 17 clusters Score -7.005362e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 211755 members 
Mstep: Class 4 contains 33153 members 
Mstep: Class 5 contains 4448 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29530 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18568 members 
Mstep: Class 12 contains 176148 members 
Mstep: Class 15 contains 25053 members 
Mstep: Class 16 contains 31582 members 
Mstep: Class 18 contains 13747 members 
Mstep: Class 19 contains 116070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053864.000000 Penalty: 53300.515625
Iteration 172Q: 17 clusters Score -7.005386e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 211883 members 
Mstep: Class 4 contains 33003 members 
Mstep: Class 5 contains 4449 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29608 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18484 members 
Mstep: Class 12 contains 176311 members 
Mstep: Class 15 contains 25110 members 
Mstep: Class 16 contains 31596 members 
Mstep: Class 18 contains 13741 members 
Mstep: Class 19 contains 115711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053784.000000 Penalty: 53300.515625
Iteration 173Q: 17 clusters Score -7.005378e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 212021 members 
Mstep: Class 4 contains 32874 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29699 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18398 members 
Mstep: Class 12 contains 176507 members 
Mstep: Class 15 contains 25163 members 
Mstep: Class 16 contains 31605 members 
Mstep: Class 18 contains 13736 members 
Mstep: Class 19 contains 115294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053528.000000 Penalty: 53300.515625
Iteration 174Q: 17 clusters Score -7.005353e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 212136 members 
Mstep: Class 4 contains 32724 members 
Mstep: Class 5 contains 4438 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29787 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18319 members 
Mstep: Class 12 contains 176709 members 
Mstep: Class 15 contains 25202 members 
Mstep: Class 16 contains 31599 members 
Mstep: Class 18 contains 13743 members 
Mstep: Class 19 contains 114912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053616.000000 Penalty: 53300.515625
Iteration 175Q: 17 clusters Score -7.005362e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 822 members 
Mstep: Class 3 contains 212214 members 
Mstep: Class 4 contains 32603 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29863 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18225 members 
Mstep: Class 12 contains 176904 members 
Mstep: Class 15 contains 25239 members 
Mstep: Class 16 contains 31620 members 
Mstep: Class 18 contains 13746 members 
Mstep: Class 19 contains 114551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053584.000000 Penalty: 53300.515625
Iteration 176Q: 17 clusters Score -7.005358e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212325 members 
Mstep: Class 4 contains 32465 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 29947 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18132 members 
Mstep: Class 12 contains 177056 members 
Mstep: Class 15 contains 25274 members 
Mstep: Class 16 contains 31663 members 
Mstep: Class 18 contains 13756 members 
Mstep: Class 19 contains 114193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053432.000000 Penalty: 53300.515625
Iteration 177Q: 17 clusters Score -7.005343e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212429 members 
Mstep: Class 4 contains 32343 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30022 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 18031 members 
Mstep: Class 12 contains 177204 members 
Mstep: Class 15 contains 25318 members 
Mstep: Class 16 contains 31726 members 
Mstep: Class 18 contains 13761 members 
Mstep: Class 19 contains 113838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053568.000000 Penalty: 53300.515625
Iteration 178Q: 17 clusters Score -7.005357e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212521 members 
Mstep: Class 4 contains 32214 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30118 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17930 members 
Mstep: Class 12 contains 177345 members 
Mstep: Class 15 contains 25358 members 
Mstep: Class 16 contains 31784 members 
Mstep: Class 18 contains 13771 members 
Mstep: Class 19 contains 113505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053576.000000 Penalty: 53300.515625
Iteration 179Q: 17 clusters Score -7.005358e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212586 members 
Mstep: Class 4 contains 32074 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30230 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17831 members 
Mstep: Class 12 contains 177553 members 
Mstep: Class 15 contains 25379 members 
Mstep: Class 16 contains 31831 members 
Mstep: Class 18 contains 13771 members 
Mstep: Class 19 contains 113169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053552.000000 Penalty: 53300.515625
Iteration 180F: 17 clusters Score -7.005355e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212646 members 
Mstep: Class 4 contains 31952 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30355 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17716 members 
Mstep: Class 12 contains 177761 members 
Mstep: Class 15 contains 25412 members 
Mstep: Class 16 contains 31890 members 
Mstep: Class 18 contains 13781 members 
Mstep: Class 19 contains 112787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053704.000000 Penalty: 53300.515625
Iteration 181Q: 17 clusters Score -7.00537e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212707 members 
Mstep: Class 4 contains 31813 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30477 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17600 members 
Mstep: Class 12 contains 177957 members 
Mstep: Class 15 contains 25458 members 
Mstep: Class 16 contains 31966 members 
Mstep: Class 18 contains 13787 members 
Mstep: Class 19 contains 112423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053656.000000 Penalty: 53300.515625
Iteration 182Q: 17 clusters Score -7.005366e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212782 members 
Mstep: Class 4 contains 31695 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30578 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17478 members 
Mstep: Class 12 contains 178151 members 
Mstep: Class 15 contains 25516 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 18 contains 13799 members 
Mstep: Class 19 contains 112032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053680.000000 Penalty: 53300.515625
Iteration 183Q: 17 clusters Score -7.005368e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212882 members 
Mstep: Class 4 contains 31569 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30696 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17362 members 
Mstep: Class 12 contains 178328 members 
Mstep: Class 15 contains 25566 members 
Mstep: Class 16 contains 32096 members 
Mstep: Class 18 contains 13805 members 
Mstep: Class 19 contains 111649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053488.000000 Penalty: 53300.515625
Iteration 184Q: 17 clusters Score -7.005349e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 212970 members 
Mstep: Class 4 contains 31425 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30831 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17248 members 
Mstep: Class 12 contains 178517 members 
Mstep: Class 15 contains 25612 members 
Mstep: Class 16 contains 32156 members 
Mstep: Class 18 contains 13813 members 
Mstep: Class 19 contains 111264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053464.000000 Penalty: 53300.515625
Iteration 185Q: 17 clusters Score -7.005346e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 213046 members 
Mstep: Class 4 contains 31276 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 30961 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17135 members 
Mstep: Class 12 contains 178680 members 
Mstep: Class 15 contains 25685 members 
Mstep: Class 16 contains 32251 members 
Mstep: Class 18 contains 13832 members 
Mstep: Class 19 contains 110873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053392.000000 Penalty: 53300.515625
Iteration 186Q: 17 clusters Score -7.005339e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 213103 members 
Mstep: Class 4 contains 31137 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 31083 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 17024 members 
Mstep: Class 12 contains 178828 members 
Mstep: Class 15 contains 25752 members 
Mstep: Class 16 contains 32340 members 
Mstep: Class 18 contains 13844 members 
Mstep: Class 19 contains 110512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053488.000000 Penalty: 53300.515625
Iteration 187Q: 17 clusters Score -7.005349e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 213141 members 
Mstep: Class 4 contains 31013 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 31224 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 16910 members 
Mstep: Class 12 contains 178965 members 
Mstep: Class 15 contains 25818 members 
Mstep: Class 16 contains 32430 members 
Mstep: Class 18 contains 13863 members 
Mstep: Class 19 contains 110160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053648.000000 Penalty: 53300.515625
Iteration 188Q: 17 clusters Score -7.005365e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 213182 members 
Mstep: Class 4 contains 30869 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 31378 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 16796 members 
Mstep: Class 12 contains 179130 members 
Mstep: Class 15 contains 25882 members 
Mstep: Class 16 contains 32533 members 
Mstep: Class 18 contains 13891 members 
Mstep: Class 19 contains 109749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053760.000000 Penalty: 53300.515625
Iteration 189Q: 17 clusters Score -7.005376e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 213231 members 
Mstep: Class 4 contains 30736 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 31547 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 16661 members 
Mstep: Class 12 contains 179279 members 
Mstep: Class 15 contains 25952 members 
Mstep: Class 16 contains 32645 members 
Mstep: Class 18 contains 13910 members 
Mstep: Class 19 contains 109353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053664.000000 Penalty: 53300.515625
Iteration 190Q: 17 clusters Score -7.005366e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 213273 members 
Mstep: Class 4 contains 30618 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 31726 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 16517 members 
Mstep: Class 12 contains 179434 members 
Mstep: Class 15 contains 26016 members 
Mstep: Class 16 contains 32741 members 
Mstep: Class 18 contains 13938 members 
Mstep: Class 19 contains 108946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053424.000000 Penalty: 53300.515625
Iteration 191Q: 17 clusters Score -7.005342e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 213282 members 
Mstep: Class 4 contains 30517 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 31901 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 16383 members 
Mstep: Class 12 contains 179563 members 
Mstep: Class 15 contains 26091 members 
Mstep: Class 16 contains 32849 members 
Mstep: Class 18 contains 13956 members 
Mstep: Class 19 contains 108572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053408.000000 Penalty: 53300.515625
Iteration 192Q: 17 clusters Score -7.005341e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 213363 members 
Mstep: Class 4 contains 30387 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 32070 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 16268 members 
Mstep: Class 12 contains 179675 members 
Mstep: Class 15 contains 26173 members 
Mstep: Class 16 contains 32927 members 
Mstep: Class 18 contains 13978 members 
Mstep: Class 19 contains 108185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053320.000000 Penalty: 53300.515625
Iteration 193Q: 17 clusters Score -7.005332e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 213413 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 32218 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 16158 members 
Mstep: Class 12 contains 179799 members 
Mstep: Class 15 contains 26252 members 
Mstep: Class 16 contains 33037 members 
Mstep: Class 18 contains 13994 members 
Mstep: Class 19 contains 107824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053168.000000 Penalty: 53300.515625
Iteration 194Q: 17 clusters Score -7.005317e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 213486 members 
Mstep: Class 4 contains 30137 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 32353 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 16066 members 
Mstep: Class 12 contains 179908 members 
Mstep: Class 15 contains 26333 members 
Mstep: Class 16 contains 33122 members 
Mstep: Class 18 contains 14011 members 
Mstep: Class 19 contains 107460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053136.000000 Penalty: 53300.515625
Iteration 195Q: 17 clusters Score -7.005314e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 822 members 
Mstep: Class 3 contains 213556 members 
Mstep: Class 4 contains 30033 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 32475 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15979 members 
Mstep: Class 12 contains 180036 members 
Mstep: Class 15 contains 26403 members 
Mstep: Class 16 contains 33194 members 
Mstep: Class 18 contains 14035 members 
Mstep: Class 19 contains 107102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053168.000000 Penalty: 53300.515625
Iteration 196Q: 17 clusters Score -7.005317e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 213577 members 
Mstep: Class 4 contains 29940 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 32620 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15891 members 
Mstep: Class 12 contains 180171 members 
Mstep: Class 15 contains 26461 members 
Mstep: Class 16 contains 33274 members 
Mstep: Class 18 contains 14060 members 
Mstep: Class 19 contains 106743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053184.000000 Penalty: 53300.515625
Iteration 197Q: 17 clusters Score -7.005318e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 213625 members 
Mstep: Class 4 contains 29842 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 32761 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15806 members 
Mstep: Class 12 contains 180284 members 
Mstep: Class 15 contains 26540 members 
Mstep: Class 16 contains 33352 members 
Mstep: Class 18 contains 14090 members 
Mstep: Class 19 contains 106372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053264.000000 Penalty: 53300.515625
Iteration 198Q: 17 clusters Score -7.005326e+07 nChanged 1349
Entering ConstructFrom: 
Score: -70053264.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (22008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Entering Unmasked Estep 
Score: -2339910.000000 Penalty: 2479.791992
	Iteration 0F: 2 clusters Score -2339910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2324673.750000 Penalty: 4959.583984
	Iteration 0F: 3 clusters Score -2324674 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2329899.250000 Penalty: 4959.583984
	Iteration 1F: 3 clusters Score -2329899 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2330473.250000 Penalty: 4959.583984
	Iteration 2F: 3 clusters Score -2330473 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2331107.500000 Penalty: 4959.583984
	Iteration 3F: 3 clusters Score -2331108 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2331882.000000 Penalty: 4959.583984
	Iteration 4F: 3 clusters Score -2331882 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2332818.250000 Penalty: 4959.583984
	Iteration 5F: 3 clusters Score -2332818 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2333901.000000 Penalty: 4959.583984
	Iteration 6F: 3 clusters Score -2333901 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2334983.750000 Penalty: 4959.583984
	Iteration 7F: 3 clusters Score -2334984 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2336020.250000 Penalty: 4959.583984
	Iteration 8F: 3 clusters Score -2336020 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2336786.500000 Penalty: 4959.583984
	Iteration 9Q: 3 clusters Score -2336786 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2337221.500000 Penalty: 4959.583984
	Iteration 10Q: 3 clusters Score -2337222 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2337512.500000 Penalty: 4959.583984
	Iteration 11Q: 3 clusters Score -2337512 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2337722.000000 Penalty: 4959.583984
	Iteration 12Q: 3 clusters Score -2337722 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2337860.750000 Penalty: 4959.583984
	Iteration 13Q: 3 clusters Score -2337861 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2337956.500000 Penalty: 4959.583984
	Iteration 14Q: 3 clusters Score -2337956 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2338023.250000 Penalty: 4959.583984
	Iteration 15Q: 3 clusters Score -2338023 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2338076.750000 Penalty: 4959.583984
	Iteration 16Q: 3 clusters Score -2338077 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2338118.500000 Penalty: 4959.583984
	Iteration 17Q: 3 clusters Score -2338118 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2338155.750000 Penalty: 4959.583984
	Iteration 18Q: 3 clusters Score -2338156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2338189.000000 Penalty: 4959.583984
	Iteration 19Q: 3 clusters Score -2338189 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2338215.500000 Penalty: 4959.583984
	Iteration 20F: 3 clusters Score -2338216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2338238.000000 Penalty: 4959.583984
	Iteration 21Q: 3 clusters Score -2338238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2338256.250000 Penalty: 4959.583984
	Iteration 22Q: 3 clusters Score -2338256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2338262.750000 Penalty: 4959.583984
	Iteration 23Q: 3 clusters Score -2338263 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2338280.000000 Penalty: 4959.583984
	Iteration 24Q: 3 clusters Score -2338280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2338289.000000 Penalty: 4959.583984
	Iteration 25Q: 3 clusters Score -2338289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2338304.250000 Penalty: 4959.583984
	Iteration 26Q: 3 clusters Score -2338304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2338313.500000 Penalty: 4959.583984
	Iteration 27Q: 3 clusters Score -2338314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2338313.250000 Penalty: 4959.583984
	Iteration 28Q: 3 clusters Score -2338313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2338322.500000 Penalty: 4959.583984
	Iteration 29Q: 3 clusters Score -2338322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2338327.750000 Penalty: 4959.583984
	Iteration 30Q: 3 clusters Score -2338328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2338327.500000 Penalty: 4959.583984
	Iteration 31Q: 3 clusters Score -2338328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2338329.250000 Penalty: 4959.583984
	Iteration 32Q: 3 clusters Score -2338329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2338333.000000 Penalty: 4959.583984
	Iteration 33Q: 3 clusters Score -2338333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2338335.000000 Penalty: 4959.583984
	Iteration 34Q: 3 clusters Score -2338335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2338338.500000 Penalty: 4959.583984
	Iteration 35Q: 3 clusters Score -2338338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2338340.500000 Penalty: 4959.583984
	Iteration 36Q: 3 clusters Score -2338340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2338336.000000 Penalty: 4959.583984
	Iteration 37Q: 3 clusters Score -2338336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2338341.250000 Penalty: 4959.583984
	Iteration 38Q: 3 clusters Score -2338341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2338345.500000 Penalty: 4959.583984
	Iteration 39Q: 3 clusters Score -2338346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2338341.250000 Penalty: 4959.583984
	Iteration 40F: 3 clusters Score -2338341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2338339.500000 Penalty: 4959.583984
	Iteration 41Q: 3 clusters Score -2338340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2338347.000000 Penalty: 4959.583984
	Iteration 42Q: 3 clusters Score -2338347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2338343.250000 Penalty: 4959.583984
	Iteration 43Q: 3 clusters Score -2338343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2338343.500000 Penalty: 4959.583984
	Iteration 44Q: 3 clusters Score -2338344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2338343.000000 Penalty: 4959.583984
	Iteration 45Q: 3 clusters Score -2338343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2338346.000000 Penalty: 4959.583984
	Iteration 46Q: 3 clusters Score -2338346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -2338344.500000 Penalty: 4959.583984
	Iteration 47Q: 3 clusters Score -2338344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2338343.500000 Penalty: 4959.583984
	Iteration 48Q: 3 clusters Score -2338344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2338346.500000 Penalty: 4959.583984
	Iteration 49Q: 3 clusters Score -2338346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2338351.750000 Penalty: 4959.583984
	Iteration 50Q: 3 clusters Score -2338352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2338351.750000 Penalty: 4959.583984
	Iteration 51F: 3 clusters Score -2338352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Entering Unmasked Estep 
Score: -79656.960938 Penalty: 1665.415161
	Iteration 0F: 2 clusters Score -79656.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77857.695312 Penalty: 3330.830322
	Iteration 0F: 3 clusters Score -77857.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78082.632812 Penalty: 3330.830322
	Iteration 1F: 3 clusters Score -78082.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78168.539062 Penalty: 3330.830322
	Iteration 2F: 3 clusters Score -78168.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78218.132812 Penalty: 3330.830322
	Iteration 3Q: 3 clusters Score -78218.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -78256.078125 Penalty: 3330.830322
	Iteration 4Q: 3 clusters Score -78256.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78288.796875 Penalty: 3330.830322
	Iteration 5Q: 3 clusters Score -78288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78304.187500 Penalty: 3330.830322
	Iteration 6Q: 3 clusters Score -78304.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78316.351562 Penalty: 3330.830322
	Iteration 7Q: 3 clusters Score -78316.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -78328.914062 Penalty: 3330.830322
	Iteration 8Q: 3 clusters Score -78328.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78338.039062 Penalty: 3330.830322
	Iteration 9Q: 3 clusters Score -78338.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -78343.531250 Penalty: 3330.830322
	Iteration 10Q: 3 clusters Score -78343.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78350.093750 Penalty: 3330.830322
	Iteration 11Q: 3 clusters Score -78350.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78356.429688 Penalty: 3330.830322
	Iteration 12Q: 3 clusters Score -78356.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78357.898438 Penalty: 3330.830322
	Iteration 13Q: 3 clusters Score -78357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -78358.687500 Penalty: 3330.830322
	Iteration 14Q: 3 clusters Score -78358.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78359.796875 Penalty: 3330.830322
	Iteration 15Q: 3 clusters Score -78359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78363.265625 Penalty: 3330.830322
	Iteration 16Q: 3 clusters Score -78363.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78368.437500 Penalty: 3330.830322
	Iteration 17Q: 3 clusters Score -78368.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78375.210938 Penalty: 3330.830322
	Iteration 18Q: 3 clusters Score -78375.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78381.757812 Penalty: 3330.830322
	Iteration 19Q: 3 clusters Score -78381.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78387.976562 Penalty: 3330.830322
	Iteration 20F: 3 clusters Score -78387.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78390.546875 Penalty: 3330.830322
	Iteration 21Q: 3 clusters Score -78390.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78391.218750 Penalty: 3330.830322
	Iteration 22Q: 3 clusters Score -78391.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78391.218750 Penalty: 3330.830322
	Iteration 23F: 3 clusters Score -78391.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (213696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213696 members 
Entering Unmasked Estep 
Score: -22380826.000000 Penalty: 3043.532715
	Iteration 0F: 2 clusters Score -2.238083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 107243 members 
Entering Unmasked Estep 
Score: -22246250.000000 Penalty: 6087.065430
	Iteration 0F: 3 clusters Score -2.224625e+07 nChanged 103002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99843 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -22306212.000000 Penalty: 6087.065430
	Iteration 1F: 3 clusters Score -2.230621e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -22307720.000000 Penalty: 6087.065430
	Iteration 2Q: 3 clusters Score -2.230772e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 124916 members 
Entering Unmasked Estep 
Score: -22310252.000000 Penalty: 6087.065430
	Iteration 3Q: 3 clusters Score -2.231025e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 134914 members 
Entering Unmasked Estep 
Score: -22314916.000000 Penalty: 6087.065430
	Iteration 4Q: 3 clusters Score -2.231492e+07 nChanged 14415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -22324080.000000 Penalty: 6087.065430
	Iteration 5F: 3 clusters Score -2.232408e+07 nChanged 18472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -22339172.000000 Penalty: 6087.065430
	Iteration 6F: 3 clusters Score -2.233917e+07 nChanged 19418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 187025 members 
Entering Unmasked Estep 
Score: -22358072.000000 Penalty: 6087.065430
	Iteration 7F: 3 clusters Score -2.235807e+07 nChanged 15085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 202110 members 
Entering Unmasked Estep 
Score: -22371862.000000 Penalty: 6087.065430
	Iteration 8F: 3 clusters Score -2.237186e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 209819 members 
Entering Unmasked Estep 
Score: -22376300.000000 Penalty: 6087.065430
	Iteration 9Q: 3 clusters Score -2.23763e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 212448 members 
Entering Unmasked Estep 
Score: -22377638.000000 Penalty: 6087.065430
	Iteration 10Q: 3 clusters Score -2.237764e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 213144 members 
Entering Unmasked Estep 
Score: -22377984.000000 Penalty: 6087.065430
	Iteration 11Q: 3 clusters Score -2.237798e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 213325 members 
Entering Unmasked Estep 
Score: -22378122.000000 Penalty: 6087.065430
	Iteration 12Q: 3 clusters Score -2.237812e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 213383 members 
Entering Unmasked Estep 
Score: -22378240.000000 Penalty: 6087.065430
	Iteration 13Q: 3 clusters Score -2.237824e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 213395 members 
Entering Unmasked Estep 
Score: -22378262.000000 Penalty: 6087.065430
	Iteration 14Q: 3 clusters Score -2.237826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 213407 members 
Entering Unmasked Estep 
Score: -22378278.000000 Penalty: 6087.065430
	Iteration 15Q: 3 clusters Score -2.237828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 213413 members 
Entering Unmasked Estep 
Score: -22378294.000000 Penalty: 6087.065430
	Iteration 16Q: 3 clusters Score -2.237829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213421 members 
Entering Unmasked Estep 
Score: -22378292.000000 Penalty: 6087.065430
	Iteration 17Q: 3 clusters Score -2.237829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 213422 members 
Entering Unmasked Estep 
Score: -22378298.000000 Penalty: 6087.065430
	Iteration 18Q: 3 clusters Score -2.23783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 213422 members 
Entering Unmasked Estep 
Score: -22378308.000000 Penalty: 6087.065430
	Iteration 19Q: 3 clusters Score -2.237831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -22378320.000000 Penalty: 6087.065430
	Iteration 20F: 3 clusters Score -2.237832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -22378324.000000 Penalty: 6087.065430
	Iteration 21Q: 3 clusters Score -2.237832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 213424 members 
Entering Unmasked Estep 
Score: -22378330.000000 Penalty: 6087.065430
	Iteration 22Q: 3 clusters Score -2.237833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 213426 members 
Entering Unmasked Estep 
Score: -22378324.000000 Penalty: 6087.065430
	Iteration 23Q: 3 clusters Score -2.237832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 213426 members 
Entering Unmasked Estep 
Score: -22378334.000000 Penalty: 6087.065430
	Iteration 24Q: 3 clusters Score -2.237833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -22378338.000000 Penalty: 6087.065430
	Iteration 25Q: 3 clusters Score -2.237834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -22378344.000000 Penalty: 6087.065430
	Iteration 26Q: 3 clusters Score -2.237834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -22378332.000000 Penalty: 6087.065430
	Iteration 27Q: 3 clusters Score -2.237833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 213425 members 
Entering Unmasked Estep 
Score: -22378332.000000 Penalty: 6087.065430
	Iteration 28F: 3 clusters Score -2.237833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Entering Unmasked Estep 
Score: -3090929.750000 Penalty: 2554.361572
	Iteration 0F: 2 clusters Score -3090930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3070537.500000 Penalty: 5108.723145
	Iteration 0F: 3 clusters Score -3070538 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3077895.750000 Penalty: 5108.723145
	Iteration 1F: 3 clusters Score -3077896 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3078303.000000 Penalty: 5108.723145
	Iteration 2Q: 3 clusters Score -3078303 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3078655.250000 Penalty: 5108.723145
	Iteration 3Q: 3 clusters Score -3078655 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3079023.500000 Penalty: 5108.723145
	Iteration 4Q: 3 clusters Score -3079024 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -3079482.500000 Penalty: 5108.723145
	Iteration 5Q: 3 clusters Score -3079482 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3080057.000000 Penalty: 5108.723145
	Iteration 6Q: 3 clusters Score -3080057 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3080860.250000 Penalty: 5108.723145
	Iteration 7Q: 3 clusters Score -3080860 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3081800.250000 Penalty: 5108.723145
	Iteration 8Q: 3 clusters Score -3081800 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3082784.250000 Penalty: 5108.723145
	Iteration 9Q: 3 clusters Score -3082784 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3083727.250000 Penalty: 5108.723145
	Iteration 10Q: 3 clusters Score -3083727 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3084580.500000 Penalty: 5108.723145
	Iteration 11Q: 3 clusters Score -3084580 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3085281.750000 Penalty: 5108.723145
	Iteration 12Q: 3 clusters Score -3085282 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -3085807.500000 Penalty: 5108.723145
	Iteration 13Q: 3 clusters Score -3085808 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3086265.750000 Penalty: 5108.723145
	Iteration 14Q: 3 clusters Score -3086266 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -3086654.750000 Penalty: 5108.723145
	Iteration 15Q: 3 clusters Score -3086655 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3086993.500000 Penalty: 5108.723145
	Iteration 16Q: 3 clusters Score -3086994 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3087299.000000 Penalty: 5108.723145
	Iteration 17Q: 3 clusters Score -3087299 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3087574.250000 Penalty: 5108.723145
	Iteration 18Q: 3 clusters Score -3087574 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3087773.000000 Penalty: 5108.723145
	Iteration 19Q: 3 clusters Score -3087773 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3087920.750000 Penalty: 5108.723145
	Iteration 20F: 3 clusters Score -3087921 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3088088.000000 Penalty: 5108.723145
	Iteration 21Q: 3 clusters Score -3088088 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3088215.750000 Penalty: 5108.723145
	Iteration 22Q: 3 clusters Score -3088216 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3088303.750000 Penalty: 5108.723145
	Iteration 23Q: 3 clusters Score -3088304 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -3088372.000000 Penalty: 5108.723145
	Iteration 24Q: 3 clusters Score -3088372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3088434.500000 Penalty: 5108.723145
	Iteration 25Q: 3 clusters Score -3088434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -3088476.000000 Penalty: 5108.723145
	Iteration 26Q: 3 clusters Score -3088476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -3088509.750000 Penalty: 5108.723145
	Iteration 27Q: 3 clusters Score -3088510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3088546.000000 Penalty: 5108.723145
	Iteration 28Q: 3 clusters Score -3088546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3088566.500000 Penalty: 5108.723145
	Iteration 29Q: 3 clusters Score -3088566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3088592.750000 Penalty: 5108.723145
	Iteration 30Q: 3 clusters Score -3088593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3088600.500000 Penalty: 5108.723145
	Iteration 31Q: 3 clusters Score -3088600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3088616.750000 Penalty: 5108.723145
	Iteration 32Q: 3 clusters Score -3088617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3088635.000000 Penalty: 5108.723145
	Iteration 33Q: 3 clusters Score -3088635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3088642.000000 Penalty: 5108.723145
	Iteration 34Q: 3 clusters Score -3088642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3088654.500000 Penalty: 5108.723145
	Iteration 35Q: 3 clusters Score -3088654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3088665.750000 Penalty: 5108.723145
	Iteration 36Q: 3 clusters Score -3088666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3088673.500000 Penalty: 5108.723145
	Iteration 37Q: 3 clusters Score -3088674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3088678.750000 Penalty: 5108.723145
	Iteration 38Q: 3 clusters Score -3088679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -3088687.500000 Penalty: 5108.723145
	Iteration 39Q: 3 clusters Score -3088688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -3088690.750000 Penalty: 5108.723145
	Iteration 40F: 3 clusters Score -3088691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3088693.750000 Penalty: 5108.723145
	Iteration 41Q: 3 clusters Score -3088694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3088693.250000 Penalty: 5108.723145
	Iteration 42Q: 3 clusters Score -3088693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3088701.500000 Penalty: 5108.723145
	Iteration 43Q: 3 clusters Score -3088702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3088700.250000 Penalty: 5108.723145
	Iteration 44Q: 3 clusters Score -3088700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3088705.000000 Penalty: 5108.723145
	Iteration 45Q: 3 clusters Score -3088705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3088704.750000 Penalty: 5108.723145
	Iteration 46Q: 3 clusters Score -3088705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3088709.000000 Penalty: 5108.723145
	Iteration 47Q: 3 clusters Score -3088709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -3088716.750000 Penalty: 5108.723145
	Iteration 48Q: 3 clusters Score -3088717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3088717.500000 Penalty: 5108.723145
	Iteration 49Q: 3 clusters Score -3088718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3088726.750000 Penalty: 5108.723145
	Iteration 50Q: 3 clusters Score -3088727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -3088729.000000 Penalty: 5108.723145
	Iteration 51Q: 3 clusters Score -3088729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -3088732.750000 Penalty: 5108.723145
	Iteration 52Q: 3 clusters Score -3088733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3088734.250000 Penalty: 5108.723145
	Iteration 53Q: 3 clusters Score -3088734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3088737.750000 Penalty: 5108.723145
	Iteration 54Q: 3 clusters Score -3088738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3088745.000000 Penalty: 5108.723145
	Iteration 55Q: 3 clusters Score -3088745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3088745.250000 Penalty: 5108.723145
	Iteration 56Q: 3 clusters Score -3088745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3088751.250000 Penalty: 5108.723145
	Iteration 57Q: 3 clusters Score -3088751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -3088755.250000 Penalty: 5108.723145
	Iteration 58Q: 3 clusters Score -3088755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -3088755.250000 Penalty: 5108.723145
	Iteration 59F: 3 clusters Score -3088755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -445615.812500 Penalty: 2081.124268
	Iteration 0F: 2 clusters Score -445615.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -441473.812500 Penalty: 4162.248535
	Iteration 0F: 3 clusters Score -441473.8 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -442494.062500 Penalty: 4162.248535
	Iteration 1F: 3 clusters Score -442494.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -442761.718750 Penalty: 4162.248535
	Iteration 2F: 3 clusters Score -442761.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -442989.562500 Penalty: 4162.248535
	Iteration 3F: 3 clusters Score -442989.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -443133.500000 Penalty: 4162.248535
	Iteration 4F: 3 clusters Score -443133.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -443244.468750 Penalty: 4162.248535
	Iteration 5Q: 3 clusters Score -443244.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -443332.000000 Penalty: 4162.248535
	Iteration 6Q: 3 clusters Score -443332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -443408.250000 Penalty: 4162.248535
	Iteration 7Q: 3 clusters Score -443408.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -443465.406250 Penalty: 4162.248535
	Iteration 8Q: 3 clusters Score -443465.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -443510.312500 Penalty: 4162.248535
	Iteration 9Q: 3 clusters Score -443510.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -443551.218750 Penalty: 4162.248535
	Iteration 10Q: 3 clusters Score -443551.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -443588.718750 Penalty: 4162.248535
	Iteration 11Q: 3 clusters Score -443588.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -443620.437500 Penalty: 4162.248535
	Iteration 12Q: 3 clusters Score -443620.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -443655.937500 Penalty: 4162.248535
	Iteration 13Q: 3 clusters Score -443655.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -443681.218750 Penalty: 4162.248535
	Iteration 14Q: 3 clusters Score -443681.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -443702.312500 Penalty: 4162.248535
	Iteration 15Q: 3 clusters Score -443702.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -443726.031250 Penalty: 4162.248535
	Iteration 16Q: 3 clusters Score -443726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -443748.500000 Penalty: 4162.248535
	Iteration 17Q: 3 clusters Score -443748.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -443776.625000 Penalty: 4162.248535
	Iteration 18Q: 3 clusters Score -443776.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -443801.093750 Penalty: 4162.248535
	Iteration 19Q: 3 clusters Score -443801.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -443828.156250 Penalty: 4162.248535
	Iteration 20F: 3 clusters Score -443828.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -443853.687500 Penalty: 4162.248535
	Iteration 21Q: 3 clusters Score -443853.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -443877.875000 Penalty: 4162.248535
	Iteration 22Q: 3 clusters Score -443877.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -443900.625000 Penalty: 4162.248535
	Iteration 23Q: 3 clusters Score -443900.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -443923.468750 Penalty: 4162.248535
	Iteration 24Q: 3 clusters Score -443923.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -443942.062500 Penalty: 4162.248535
	Iteration 25Q: 3 clusters Score -443942.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -443961.937500 Penalty: 4162.248535
	Iteration 26Q: 3 clusters Score -443961.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -443978.687500 Penalty: 4162.248535
	Iteration 27Q: 3 clusters Score -443978.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -443992.687500 Penalty: 4162.248535
	Iteration 28Q: 3 clusters Score -443992.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -444008.000000 Penalty: 4162.248535
	Iteration 29Q: 3 clusters Score -444008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -444020.062500 Penalty: 4162.248535
	Iteration 30Q: 3 clusters Score -444020.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -444028.062500 Penalty: 4162.248535
	Iteration 31Q: 3 clusters Score -444028.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -444036.750000 Penalty: 4162.248535
	Iteration 32Q: 3 clusters Score -444036.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -444040.500000 Penalty: 4162.248535
	Iteration 33Q: 3 clusters Score -444040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -444047.093750 Penalty: 4162.248535
	Iteration 34Q: 3 clusters Score -444047.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -444050.875000 Penalty: 4162.248535
	Iteration 35Q: 3 clusters Score -444050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -444052.718750 Penalty: 4162.248535
	Iteration 36Q: 3 clusters Score -444052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -444056.156250 Penalty: 4162.248535
	Iteration 37Q: 3 clusters Score -444056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -444057.500000 Penalty: 4162.248535
	Iteration 38Q: 3 clusters Score -444057.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -444057.500000 Penalty: 4162.248535
	Iteration 39F: 3 clusters Score -444057.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71895.695312 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71895.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72129.351562 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72129.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72207.367188 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -72207.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72255.718750 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -72255.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72290.828125 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72290.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72303.312500 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72303.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72307.796875 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72314.453125 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72314.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72318.804688 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72318.804688 Penalty: 3303.009766
	Iteration 9F: 3 clusters Score -72318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 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 64 members 
Entering Unmasked Estep 
Score: -10582.660156 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10582.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10633.589844 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10633.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10633.589844 Penalty: 2436.676758
	Iteration 2F: 3 clusters Score -10633.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 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 332 members 
Entering Unmasked Estep 
Score: -59610.878906 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59610.88 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59825.496094 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59825.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59894.878906 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -59894.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59930.976562 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -59930.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59953.648438 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -59953.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59965.500000 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -59965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59976.242188 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -59976.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59977.457031 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -59977.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59977.457031 Penalty: 3211.049805
	Iteration 8F: 3 clusters Score -59977.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Entering Unmasked Estep 
Score: -3492378.000000 Penalty: 2579.459473
	Iteration 0F: 2 clusters Score -3492378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3469992.000000 Penalty: 5158.918945
	Iteration 0F: 3 clusters Score -3469992 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3478295.250000 Penalty: 5158.918945
	Iteration 1F: 3 clusters Score -3478295 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3479042.750000 Penalty: 5158.918945
	Iteration 2F: 3 clusters Score -3479043 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3479824.000000 Penalty: 5158.918945
	Iteration 3F: 3 clusters Score -3479824 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3480723.500000 Penalty: 5158.918945
	Iteration 4F: 3 clusters Score -3480724 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3481751.500000 Penalty: 5158.918945
	Iteration 5F: 3 clusters Score -3481752 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3482874.250000 Penalty: 5158.918945
	Iteration 6F: 3 clusters Score -3482874 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -3483996.500000 Penalty: 5158.918945
	Iteration 7F: 3 clusters Score -3483996 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3484905.250000 Penalty: 5158.918945
	Iteration 8Q: 3 clusters Score -3484905 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3485455.750000 Penalty: 5158.918945
	Iteration 9Q: 3 clusters Score -3485456 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -3485714.250000 Penalty: 5158.918945
	Iteration 10Q: 3 clusters Score -3485714 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3485873.250000 Penalty: 5158.918945
	Iteration 11Q: 3 clusters Score -3485873 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -3485961.750000 Penalty: 5158.918945
	Iteration 12Q: 3 clusters Score -3485962 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3486007.750000 Penalty: 5158.918945
	Iteration 13Q: 3 clusters Score -3486008 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3486064.750000 Penalty: 5158.918945
	Iteration 14Q: 3 clusters Score -3486065 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3486103.000000 Penalty: 5158.918945
	Iteration 15Q: 3 clusters Score -3486103 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3486152.000000 Penalty: 5158.918945
	Iteration 16Q: 3 clusters Score -3486152 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3486232.750000 Penalty: 5158.918945
	Iteration 17Q: 3 clusters Score -3486233 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3486299.750000 Penalty: 5158.918945
	Iteration 18Q: 3 clusters Score -3486300 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3486372.750000 Penalty: 5158.918945
	Iteration 19Q: 3 clusters Score -3486373 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3486509.500000 Penalty: 5158.918945
	Iteration 20F: 3 clusters Score -3486510 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3486678.250000 Penalty: 5158.918945
	Iteration 21Q: 3 clusters Score -3486678 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3486947.750000 Penalty: 5158.918945
	Iteration 22Q: 3 clusters Score -3486948 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3487343.500000 Penalty: 5158.918945
	Iteration 23Q: 3 clusters Score -3487344 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3487850.000000 Penalty: 5158.918945
	Iteration 24Q: 3 clusters Score -3487850 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3488372.750000 Penalty: 5158.918945
	Iteration 25Q: 3 clusters Score -3488373 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3488786.250000 Penalty: 5158.918945
	Iteration 26Q: 3 clusters Score -3488786 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3489071.750000 Penalty: 5158.918945
	Iteration 27Q: 3 clusters Score -3489072 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3489247.500000 Penalty: 5158.918945
	Iteration 28Q: 3 clusters Score -3489248 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -3489370.500000 Penalty: 5158.918945
	Iteration 29Q: 3 clusters Score -3489370 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -3489458.750000 Penalty: 5158.918945
	Iteration 30Q: 3 clusters Score -3489459 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3489508.000000 Penalty: 5158.918945
	Iteration 31Q: 3 clusters Score -3489508 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3489546.750000 Penalty: 5158.918945
	Iteration 32Q: 3 clusters Score -3489547 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3489568.750000 Penalty: 5158.918945
	Iteration 33Q: 3 clusters Score -3489569 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3489597.500000 Penalty: 5158.918945
	Iteration 34Q: 3 clusters Score -3489598 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3489622.000000 Penalty: 5158.918945
	Iteration 35Q: 3 clusters Score -3489622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3489643.500000 Penalty: 5158.918945
	Iteration 36Q: 3 clusters Score -3489644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3489655.500000 Penalty: 5158.918945
	Iteration 37Q: 3 clusters Score -3489656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3489683.000000 Penalty: 5158.918945
	Iteration 38Q: 3 clusters Score -3489683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3489701.250000 Penalty: 5158.918945
	Iteration 39Q: 3 clusters Score -3489701 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3489712.500000 Penalty: 5158.918945
	Iteration 40F: 3 clusters Score -3489712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3489728.750000 Penalty: 5158.918945
	Iteration 41Q: 3 clusters Score -3489729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3489728.750000 Penalty: 5158.918945
	Iteration 42Q: 3 clusters Score -3489729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -3489739.250000 Penalty: 5158.918945
	Iteration 43Q: 3 clusters Score -3489739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3489752.750000 Penalty: 5158.918945
	Iteration 44Q: 3 clusters Score -3489753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3489762.000000 Penalty: 5158.918945
	Iteration 45Q: 3 clusters Score -3489762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3489764.000000 Penalty: 5158.918945
	Iteration 46Q: 3 clusters Score -3489764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3489762.250000 Penalty: 5158.918945
	Iteration 47Q: 3 clusters Score -3489762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3489770.750000 Penalty: 5158.918945
	Iteration 48Q: 3 clusters Score -3489771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3489770.000000 Penalty: 5158.918945
	Iteration 49Q: 3 clusters Score -3489770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3489781.250000 Penalty: 5158.918945
	Iteration 50Q: 3 clusters Score -3489781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -3489788.250000 Penalty: 5158.918945
	Iteration 51Q: 3 clusters Score -3489788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3489797.250000 Penalty: 5158.918945
	Iteration 52Q: 3 clusters Score -3489797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3489796.750000 Penalty: 5158.918945
	Iteration 53Q: 3 clusters Score -3489797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3489806.500000 Penalty: 5158.918945
	Iteration 54Q: 3 clusters Score -3489806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3489811.750000 Penalty: 5158.918945
	Iteration 55Q: 3 clusters Score -3489812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3489815.750000 Penalty: 5158.918945
	Iteration 56Q: 3 clusters Score -3489816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3489825.500000 Penalty: 5158.918945
	Iteration 57Q: 3 clusters Score -3489826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3489827.500000 Penalty: 5158.918945
	Iteration 58Q: 3 clusters Score -3489828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3489831.250000 Penalty: 5158.918945
	Iteration 59Q: 3 clusters Score -3489831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3489833.750000 Penalty: 5158.918945
	Iteration 60F: 3 clusters Score -3489834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -3489829.500000 Penalty: 5158.918945
	Iteration 61Q: 3 clusters Score -3489830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3489836.750000 Penalty: 5158.918945
	Iteration 62Q: 3 clusters Score -3489837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3489838.000000 Penalty: 5158.918945
	Iteration 63Q: 3 clusters Score -3489838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3489850.000000 Penalty: 5158.918945
	Iteration 64Q: 3 clusters Score -3489850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3489847.250000 Penalty: 5158.918945
	Iteration 65Q: 3 clusters Score -3489847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3489845.250000 Penalty: 5158.918945
	Iteration 66Q: 3 clusters Score -3489845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3489844.500000 Penalty: 5158.918945
	Iteration 67Q: 3 clusters Score -3489844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -3489851.000000 Penalty: 5158.918945
	Iteration 68Q: 3 clusters Score -3489851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3489846.750000 Penalty: 5158.918945
	Iteration 69Q: 3 clusters Score -3489847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3489841.750000 Penalty: 5158.918945
	Iteration 70Q: 3 clusters Score -3489842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3489841.250000 Penalty: 5158.918945
	Iteration 71Q: 3 clusters Score -3489841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3489841.250000 Penalty: 5158.918945
	Iteration 72F: 3 clusters Score -3489841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -38984.726562 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -38984.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37580.062500 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -37580.06 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37861.890625 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -37861.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37941.472656 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -37941.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37984.386719 Penalty: 3031.287842
	Iteration 3Q: 3 clusters Score -37984.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38021.128906 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -38021.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38052.570312 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -38052.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38079.546875 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -38079.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38099.167969 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -38099.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38105.070312 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -38105.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38105.070312 Penalty: 3031.287842
	Iteration 9F: 3 clusters Score -38105.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Entering Unmasked Estep 
Score: -1574989.625000 Penalty: 2396.204834
	Iteration 0F: 2 clusters Score -1574990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1563593.750000 Penalty: 4792.409668
	Iteration 0F: 3 clusters Score -1563594 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1567376.375000 Penalty: 4792.409668
	Iteration 1F: 3 clusters Score -1567376 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1568052.000000 Penalty: 4792.409668
	Iteration 2F: 3 clusters Score -1568052 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1568842.750000 Penalty: 4792.409668
	Iteration 3F: 3 clusters Score -1568843 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1569687.375000 Penalty: 4792.409668
	Iteration 4F: 3 clusters Score -1569687 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1570599.750000 Penalty: 4792.409668
	Iteration 5F: 3 clusters Score -1570600 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1571544.500000 Penalty: 4792.409668
	Iteration 6F: 3 clusters Score -1571544 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1572345.000000 Penalty: 4792.409668
	Iteration 7F: 3 clusters Score -1572345 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1572854.125000 Penalty: 4792.409668
	Iteration 8Q: 3 clusters Score -1572854 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1573141.250000 Penalty: 4792.409668
	Iteration 9Q: 3 clusters Score -1573141 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1573334.750000 Penalty: 4792.409668
	Iteration 10Q: 3 clusters Score -1573335 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1573483.625000 Penalty: 4792.409668
	Iteration 11Q: 3 clusters Score -1573484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1573600.625000 Penalty: 4792.409668
	Iteration 12Q: 3 clusters Score -1573601 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1573724.625000 Penalty: 4792.409668
	Iteration 13Q: 3 clusters Score -1573725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1573766.000000 Penalty: 4792.409668
	Iteration 14Q: 3 clusters Score -1573766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1573783.750000 Penalty: 4792.409668
	Iteration 15Q: 3 clusters Score -1573784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1573790.250000 Penalty: 4792.409668
	Iteration 16Q: 3 clusters Score -1573790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1573795.625000 Penalty: 4792.409668
	Iteration 17Q: 3 clusters Score -1573796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -1573794.625000 Penalty: 4792.409668
	Iteration 18Q: 3 clusters Score -1573795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1573797.125000 Penalty: 4792.409668
	Iteration 19Q: 3 clusters Score -1573797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1573797.125000 Penalty: 4792.409668
	Iteration 20F: 3 clusters Score -1573797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (180412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180412 members 
Entering Unmasked Estep 
Score: -18896344.000000 Penalty: 3001.543701
	Iteration 0F: 2 clusters Score -1.889634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -18779744.000000 Penalty: 6003.087402
	Iteration 0F: 3 clusters Score -1.877974e+07 nChanged 86531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87840 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -18829942.000000 Penalty: 6003.087402
	Iteration 1F: 3 clusters Score -1.882994e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 94042 members 
Entering Unmasked Estep 
Score: -18830970.000000 Penalty: 6003.087402
	Iteration 2Q: 3 clusters Score -1.883097e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84140 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -18832172.000000 Penalty: 6003.087402
	Iteration 3Q: 3 clusters Score -1.883217e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 99530 members 
Entering Unmasked Estep 
Score: -18833784.000000 Penalty: 6003.087402
	Iteration 4Q: 3 clusters Score -1.883378e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 104363 members 
Entering Unmasked Estep 
Score: -18836618.000000 Penalty: 6003.087402
	Iteration 5Q: 3 clusters Score -1.883662e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 111248 members 
Entering Unmasked Estep 
Score: -18841348.000000 Penalty: 6003.087402
	Iteration 6Q: 3 clusters Score -1.884135e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -18848680.000000 Penalty: 6003.087402
	Iteration 7F: 3 clusters Score -1.884868e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 130832 members 
Entering Unmasked Estep 
Score: -18858130.000000 Penalty: 6003.087402
	Iteration 8F: 3 clusters Score -1.885813e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 140215 members 
Entering Unmasked Estep 
Score: -18867456.000000 Penalty: 6003.087402
	Iteration 9F: 3 clusters Score -1.886746e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 147274 members 
Entering Unmasked Estep 
Score: -18874014.000000 Penalty: 6003.087402
	Iteration 10F: 3 clusters Score -1.887401e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 151985 members 
Entering Unmasked Estep 
Score: -18878020.000000 Penalty: 6003.087402
	Iteration 11Q: 3 clusters Score -1.887802e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -18880556.000000 Penalty: 6003.087402
	Iteration 12Q: 3 clusters Score -1.888056e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 158103 members 
Entering Unmasked Estep 
Score: -18882238.000000 Penalty: 6003.087402
	Iteration 13Q: 3 clusters Score -1.888224e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -18883324.000000 Penalty: 6003.087402
	Iteration 14Q: 3 clusters Score -1.888332e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 162570 members 
Entering Unmasked Estep 
Score: -18884418.000000 Penalty: 6003.087402
	Iteration 15Q: 3 clusters Score -1.888442e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 164527 members 
Entering Unmasked Estep 
Score: -18885432.000000 Penalty: 6003.087402
	Iteration 16Q: 3 clusters Score -1.888543e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 166390 members 
Entering Unmasked Estep 
Score: -18886312.000000 Penalty: 6003.087402
	Iteration 17Q: 3 clusters Score -1.888631e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 168164 members 
Entering Unmasked Estep 
Score: -18887362.000000 Penalty: 6003.087402
	Iteration 18Q: 3 clusters Score -1.888736e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -18888194.000000 Penalty: 6003.087402
	Iteration 19Q: 3 clusters Score -1.888819e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 171213 members 
Entering Unmasked Estep 
Score: -18889036.000000 Penalty: 6003.087402
	Iteration 20F: 3 clusters Score -1.888904e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 172423 members 
Entering Unmasked Estep 
Score: -18889714.000000 Penalty: 6003.087402
	Iteration 21Q: 3 clusters Score -1.888971e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 173483 members 
Entering Unmasked Estep 
Score: -18890274.000000 Penalty: 6003.087402
	Iteration 22Q: 3 clusters Score -1.889027e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 174385 members 
Entering Unmasked Estep 
Score: -18890794.000000 Penalty: 6003.087402
	Iteration 23Q: 3 clusters Score -1.889079e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 175160 members 
Entering Unmasked Estep 
Score: -18891264.000000 Penalty: 6003.087402
	Iteration 24Q: 3 clusters Score -1.889126e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -18891602.000000 Penalty: 6003.087402
	Iteration 25Q: 3 clusters Score -1.88916e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 176345 members 
Entering Unmasked Estep 
Score: -18891902.000000 Penalty: 6003.087402
	Iteration 26Q: 3 clusters Score -1.88919e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 176782 members 
Entering Unmasked Estep 
Score: -18892152.000000 Penalty: 6003.087402
	Iteration 27Q: 3 clusters Score -1.889215e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 177134 members 
Entering Unmasked Estep 
Score: -18892366.000000 Penalty: 6003.087402
	Iteration 28Q: 3 clusters Score -1.889237e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 177429 members 
Entering Unmasked Estep 
Score: -18892528.000000 Penalty: 6003.087402
	Iteration 29Q: 3 clusters Score -1.889253e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -18892604.000000 Penalty: 6003.087402
	Iteration 30Q: 3 clusters Score -1.88926e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 177865 members 
Entering Unmasked Estep 
Score: -18892706.000000 Penalty: 6003.087402
	Iteration 31Q: 3 clusters Score -1.889271e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 178036 members 
Entering Unmasked Estep 
Score: -18892804.000000 Penalty: 6003.087402
	Iteration 32Q: 3 clusters Score -1.88928e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 178169 members 
Entering Unmasked Estep 
Score: -18892908.000000 Penalty: 6003.087402
	Iteration 33Q: 3 clusters Score -1.889291e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 178277 members 
Entering Unmasked Estep 
Score: -18892966.000000 Penalty: 6003.087402
	Iteration 34Q: 3 clusters Score -1.889297e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 178380 members 
Entering Unmasked Estep 
Score: -18893052.000000 Penalty: 6003.087402
	Iteration 35Q: 3 clusters Score -1.889305e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 178466 members 
Entering Unmasked Estep 
Score: -18893068.000000 Penalty: 6003.087402
	Iteration 36Q: 3 clusters Score -1.889307e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 178522 members 
Entering Unmasked Estep 
Score: -18893110.000000 Penalty: 6003.087402
	Iteration 37Q: 3 clusters Score -1.889311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -18893126.000000 Penalty: 6003.087402
	Iteration 38Q: 3 clusters Score -1.889313e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 178620 members 
Entering Unmasked Estep 
Score: -18893166.000000 Penalty: 6003.087402
	Iteration 39Q: 3 clusters Score -1.889317e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 178662 members 
Entering Unmasked Estep 
Score: -18893200.000000 Penalty: 6003.087402
	Iteration 40F: 3 clusters Score -1.88932e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 178689 members 
Entering Unmasked Estep 
Score: -18893210.000000 Penalty: 6003.087402
	Iteration 41Q: 3 clusters Score -1.889321e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 178712 members 
Entering Unmasked Estep 
Score: -18893224.000000 Penalty: 6003.087402
	Iteration 42Q: 3 clusters Score -1.889322e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -18893252.000000 Penalty: 6003.087402
	Iteration 43Q: 3 clusters Score -1.889325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 178775 members 
Entering Unmasked Estep 
Score: -18893270.000000 Penalty: 6003.087402
	Iteration 44Q: 3 clusters Score -1.889327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 178797 members 
Entering Unmasked Estep 
Score: -18893288.000000 Penalty: 6003.087402
	Iteration 45Q: 3 clusters Score -1.889329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 178824 members 
Entering Unmasked Estep 
Score: -18893304.000000 Penalty: 6003.087402
	Iteration 46Q: 3 clusters Score -1.88933e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 178860 members 
Entering Unmasked Estep 
Score: -18893360.000000 Penalty: 6003.087402
	Iteration 47Q: 3 clusters Score -1.889336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 178890 members 
Entering Unmasked Estep 
Score: -18893376.000000 Penalty: 6003.087402
	Iteration 48Q: 3 clusters Score -1.889338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 178913 members 
Entering Unmasked Estep 
Score: -18893390.000000 Penalty: 6003.087402
	Iteration 49Q: 3 clusters Score -1.889339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 178927 members 
Entering Unmasked Estep 
Score: -18893382.000000 Penalty: 6003.087402
	Iteration 50Q: 3 clusters Score -1.889338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 178951 members 
Entering Unmasked Estep 
Score: -18893388.000000 Penalty: 6003.087402
	Iteration 51Q: 3 clusters Score -1.889339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -18893378.000000 Penalty: 6003.087402
	Iteration 52Q: 3 clusters Score -1.889338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 178988 members 
Entering Unmasked Estep 
Score: -18893398.000000 Penalty: 6003.087402
	Iteration 53Q: 3 clusters Score -1.88934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 179004 members 
Entering Unmasked Estep 
Score: -18893436.000000 Penalty: 6003.087402
	Iteration 54Q: 3 clusters Score -1.889344e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 179029 members 
Entering Unmasked Estep 
Score: -18893438.000000 Penalty: 6003.087402
	Iteration 55Q: 3 clusters Score -1.889344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 179050 members 
Entering Unmasked Estep 
Score: -18893454.000000 Penalty: 6003.087402
	Iteration 56Q: 3 clusters Score -1.889345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 179065 members 
Entering Unmasked Estep 
Score: -18893434.000000 Penalty: 6003.087402
	Iteration 57Q: 3 clusters Score -1.889343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 179073 members 
Entering Unmasked Estep 
Score: -18893448.000000 Penalty: 6003.087402
	Iteration 58Q: 3 clusters Score -1.889345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 179077 members 
Entering Unmasked Estep 
Score: -18893460.000000 Penalty: 6003.087402
	Iteration 59Q: 3 clusters Score -1.889346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 179084 members 
Entering Unmasked Estep 
Score: -18893472.000000 Penalty: 6003.087402
	Iteration 60F: 3 clusters Score -1.889347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 179090 members 
Entering Unmasked Estep 
Score: -18893474.000000 Penalty: 6003.087402
	Iteration 61Q: 3 clusters Score -1.889347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 179096 members 
Entering Unmasked Estep 
Score: -18893468.000000 Penalty: 6003.087402
	Iteration 62Q: 3 clusters Score -1.889347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 179101 members 
Entering Unmasked Estep 
Score: -18893464.000000 Penalty: 6003.087402
	Iteration 63Q: 3 clusters Score -1.889346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 179104 members 
Entering Unmasked Estep 
Score: -18893482.000000 Penalty: 6003.087402
	Iteration 64Q: 3 clusters Score -1.889348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 179109 members 
Entering Unmasked Estep 
Score: -18893496.000000 Penalty: 6003.087402
	Iteration 65Q: 3 clusters Score -1.88935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 179116 members 
Entering Unmasked Estep 
Score: -18893496.000000 Penalty: 6003.087402
	Iteration 66Q: 3 clusters Score -1.88935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 179122 members 
Entering Unmasked Estep 
Score: -18893492.000000 Penalty: 6003.087402
	Iteration 67Q: 3 clusters Score -1.889349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 179126 members 
Entering Unmasked Estep 
Score: -18893490.000000 Penalty: 6003.087402
	Iteration 68Q: 3 clusters Score -1.889349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 179130 members 
Entering Unmasked Estep 
Score: -18893506.000000 Penalty: 6003.087402
	Iteration 69Q: 3 clusters Score -1.889351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 179131 members 
Entering Unmasked Estep 
Score: -18893500.000000 Penalty: 6003.087402
	Iteration 70Q: 3 clusters Score -1.88935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 179133 members 
Entering Unmasked Estep 
Score: -18893502.000000 Penalty: 6003.087402
	Iteration 71Q: 3 clusters Score -1.88935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 179133 members 
Entering Unmasked Estep 
Score: -18893504.000000 Penalty: 6003.087402
	Iteration 72Q: 3 clusters Score -1.88935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -18893512.000000 Penalty: 6003.087402
	Iteration 73Q: 3 clusters Score -1.889351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -18893512.000000 Penalty: 6003.087402
	Iteration 74F: 3 clusters Score -1.889351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Entering Unmasked Estep 
Score: -2797143.500000 Penalty: 2526.975586
	Iteration 0F: 2 clusters Score -2797144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2778820.750000 Penalty: 5053.951172
	Iteration 0F: 3 clusters Score -2778821 nChanged 11903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2785207.750000 Penalty: 5053.951172
	Iteration 1F: 3 clusters Score -2785208 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2785727.500000 Penalty: 5053.951172
	Iteration 2F: 3 clusters Score -2785728 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2786313.500000 Penalty: 5053.951172
	Iteration 3F: 3 clusters Score -2786314 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2786978.750000 Penalty: 5053.951172
	Iteration 4F: 3 clusters Score -2786979 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2787900.750000 Penalty: 5053.951172
	Iteration 5F: 3 clusters Score -2787901 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2789076.750000 Penalty: 5053.951172
	Iteration 6F: 3 clusters Score -2789077 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2790373.000000 Penalty: 5053.951172
	Iteration 7F: 3 clusters Score -2790373 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2791509.500000 Penalty: 5053.951172
	Iteration 8F: 3 clusters Score -2791510 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2792361.000000 Penalty: 5053.951172
	Iteration 9Q: 3 clusters Score -2792361 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2792958.000000 Penalty: 5053.951172
	Iteration 10Q: 3 clusters Score -2792958 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2793440.000000 Penalty: 5053.951172
	Iteration 11Q: 3 clusters Score -2793440 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2793915.500000 Penalty: 5053.951172
	Iteration 12Q: 3 clusters Score -2793916 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2794351.500000 Penalty: 5053.951172
	Iteration 13Q: 3 clusters Score -2794352 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2794665.750000 Penalty: 5053.951172
	Iteration 14Q: 3 clusters Score -2794666 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2794858.750000 Penalty: 5053.951172
	Iteration 15Q: 3 clusters Score -2794859 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2794936.250000 Penalty: 5053.951172
	Iteration 16Q: 3 clusters Score -2794936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2795005.500000 Penalty: 5053.951172
	Iteration 17Q: 3 clusters Score -2795006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2795043.500000 Penalty: 5053.951172
	Iteration 18Q: 3 clusters Score -2795044 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2795071.750000 Penalty: 5053.951172
	Iteration 19Q: 3 clusters Score -2795072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2795081.000000 Penalty: 5053.951172
	Iteration 20F: 3 clusters Score -2795081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2795088.250000 Penalty: 5053.951172
	Iteration 21Q: 3 clusters Score -2795088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2795095.000000 Penalty: 5053.951172
	Iteration 22Q: 3 clusters Score -2795095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2795117.250000 Penalty: 5053.951172
	Iteration 23Q: 3 clusters Score -2795117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2795126.500000 Penalty: 5053.951172
	Iteration 24Q: 3 clusters Score -2795126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2795125.250000 Penalty: 5053.951172
	Iteration 25Q: 3 clusters Score -2795125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2795129.750000 Penalty: 5053.951172
	Iteration 26Q: 3 clusters Score -2795130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2795133.000000 Penalty: 5053.951172
	Iteration 27Q: 3 clusters Score -2795133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2795131.250000 Penalty: 5053.951172
	Iteration 28Q: 3 clusters Score -2795131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2795132.000000 Penalty: 5053.951172
	Iteration 29Q: 3 clusters Score -2795132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2795133.000000 Penalty: 5053.951172
	Iteration 30Q: 3 clusters Score -2795133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2795130.000000 Penalty: 5053.951172
	Iteration 31Q: 3 clusters Score -2795130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2795133.000000 Penalty: 5053.951172
	Iteration 32Q: 3 clusters Score -2795133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2795134.500000 Penalty: 5053.951172
	Iteration 33Q: 3 clusters Score -2795134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -2795137.250000 Penalty: 5053.951172
	Iteration 34Q: 3 clusters Score -2795137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2795132.000000 Penalty: 5053.951172
	Iteration 35Q: 3 clusters Score -2795132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2795135.750000 Penalty: 5053.951172
	Iteration 36Q: 3 clusters Score -2795136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2795135.750000 Penalty: 5053.951172
	Iteration 37Q: 3 clusters Score -2795136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2795134.000000 Penalty: 5053.951172
	Iteration 38Q: 3 clusters Score -2795134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2795134.000000 Penalty: 5053.951172
	Iteration 39F: 3 clusters Score -2795134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Entering Unmasked Estep 
Score: -3451548.750000 Penalty: 2583.534668
	Iteration 0F: 2 clusters Score -3451549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3428707.750000 Penalty: 5167.069336
	Iteration 0F: 3 clusters Score -3428708 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3436857.750000 Penalty: 5167.069336
	Iteration 1F: 3 clusters Score -3436858 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3437286.250000 Penalty: 5167.069336
	Iteration 2Q: 3 clusters Score -3437286 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3437744.500000 Penalty: 5167.069336
	Iteration 3Q: 3 clusters Score -3437744 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3438251.750000 Penalty: 5167.069336
	Iteration 4Q: 3 clusters Score -3438252 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3438915.000000 Penalty: 5167.069336
	Iteration 5Q: 3 clusters Score -3438915 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3439984.500000 Penalty: 5167.069336
	Iteration 6F: 3 clusters Score -3439984 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3441703.000000 Penalty: 5167.069336
	Iteration 7F: 3 clusters Score -3441703 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -3443958.250000 Penalty: 5167.069336
	Iteration 8F: 3 clusters Score -3443958 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3446232.000000 Penalty: 5167.069336
	Iteration 9F: 3 clusters Score -3446232 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -3447815.000000 Penalty: 5167.069336
	Iteration 10Q: 3 clusters Score -3447815 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3448581.500000 Penalty: 5167.069336
	Iteration 11Q: 3 clusters Score -3448582 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -3448922.500000 Penalty: 5167.069336
	Iteration 12Q: 3 clusters Score -3448922 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -3449117.500000 Penalty: 5167.069336
	Iteration 13Q: 3 clusters Score -3449118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -3449211.500000 Penalty: 5167.069336
	Iteration 14Q: 3 clusters Score -3449212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -3449248.000000 Penalty: 5167.069336
	Iteration 15Q: 3 clusters Score -3449248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -3449279.000000 Penalty: 5167.069336
	Iteration 16Q: 3 clusters Score -3449279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -3449289.250000 Penalty: 5167.069336
	Iteration 17Q: 3 clusters Score -3449289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -3449297.750000 Penalty: 5167.069336
	Iteration 18Q: 3 clusters Score -3449298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -3449296.500000 Penalty: 5167.069336
	Iteration 19Q: 3 clusters Score -3449296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -3449306.000000 Penalty: 5167.069336
	Iteration 20F: 3 clusters Score -3449306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Entering Unmasked Estep 
Score: -1508920.125000 Penalty: 2369.568115
	Iteration 0F: 2 clusters Score -1508920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1498603.250000 Penalty: 4739.136230
	Iteration 0F: 3 clusters Score -1498603 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1501781.000000 Penalty: 4739.136230
	Iteration 1F: 3 clusters Score -1501781 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1502174.625000 Penalty: 4739.136230
	Iteration 2F: 3 clusters Score -1502175 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1502518.000000 Penalty: 4739.136230
	Iteration 3F: 3 clusters Score -1502518 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1502868.000000 Penalty: 4739.136230
	Iteration 4Q: 3 clusters Score -1502868 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1503263.000000 Penalty: 4739.136230
	Iteration 5Q: 3 clusters Score -1503263 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1503766.750000 Penalty: 4739.136230
	Iteration 6F: 3 clusters Score -1503767 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1504389.750000 Penalty: 4739.136230
	Iteration 7F: 3 clusters Score -1504390 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1504974.375000 Penalty: 4739.136230
	Iteration 8F: 3 clusters Score -1504974 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1505529.625000 Penalty: 4739.136230
	Iteration 9Q: 3 clusters Score -1505530 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1505977.375000 Penalty: 4739.136230
	Iteration 10Q: 3 clusters Score -1505977 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1506343.500000 Penalty: 4739.136230
	Iteration 11Q: 3 clusters Score -1506344 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1506601.125000 Penalty: 4739.136230
	Iteration 12Q: 3 clusters Score -1506601 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1506757.125000 Penalty: 4739.136230
	Iteration 13Q: 3 clusters Score -1506757 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1506846.000000 Penalty: 4739.136230
	Iteration 14Q: 3 clusters Score -1506846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1506893.250000 Penalty: 4739.136230
	Iteration 15Q: 3 clusters Score -1506893 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1506918.750000 Penalty: 4739.136230
	Iteration 16Q: 3 clusters Score -1506919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1506939.000000 Penalty: 4739.136230
	Iteration 17Q: 3 clusters Score -1506939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1506947.625000 Penalty: 4739.136230
	Iteration 18Q: 3 clusters Score -1506948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1506958.250000 Penalty: 4739.136230
	Iteration 19Q: 3 clusters Score -1506958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1506962.000000 Penalty: 4739.136230
	Iteration 20F: 3 clusters Score -1506962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1506971.250000 Penalty: 4739.136230
	Iteration 21Q: 3 clusters Score -1506971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1506979.000000 Penalty: 4739.136230
	Iteration 22Q: 3 clusters Score -1506979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1506982.000000 Penalty: 4739.136230
	Iteration 23Q: 3 clusters Score -1506982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1506988.750000 Penalty: 4739.136230
	Iteration 24Q: 3 clusters Score -1506989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1506991.875000 Penalty: 4739.136230
	Iteration 25Q: 3 clusters Score -1506992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1506993.875000 Penalty: 4739.136230
	Iteration 26Q: 3 clusters Score -1506994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1506992.250000 Penalty: 4739.136230
	Iteration 27Q: 3 clusters Score -1506992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1506995.250000 Penalty: 4739.136230
	Iteration 28Q: 3 clusters Score -1506995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1506996.875000 Penalty: 4739.136230
	Iteration 29Q: 3 clusters Score -1506997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1506996.875000 Penalty: 4739.136230
	Iteration 30F: 3 clusters Score -1506997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (105995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Entering Unmasked Estep 
Score: -11124572.000000 Penalty: 2869.644531
	Iteration 0F: 2 clusters Score -1.112457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -11053908.000000 Penalty: 5739.289062
	Iteration 0F: 3 clusters Score -1.105391e+07 nChanged 50159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -11082597.000000 Penalty: 5739.289062
	Iteration 1F: 3 clusters Score -1.10826e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -11083490.000000 Penalty: 5739.289062
	Iteration 2Q: 3 clusters Score -1.108349e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -11084577.000000 Penalty: 5739.289062
	Iteration 3Q: 3 clusters Score -1.108458e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -11086016.000000 Penalty: 5739.289062
	Iteration 4Q: 3 clusters Score -1.108602e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62911 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -11088160.000000 Penalty: 5739.289062
	Iteration 5Q: 3 clusters Score -1.108816e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -11091198.000000 Penalty: 5739.289062
	Iteration 6F: 3 clusters Score -1.10912e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -11095448.000000 Penalty: 5739.289062
	Iteration 7F: 3 clusters Score -1.109545e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -11100798.000000 Penalty: 5739.289062
	Iteration 8F: 3 clusters Score -1.11008e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -11106361.000000 Penalty: 5739.289062
	Iteration 9F: 3 clusters Score -1.110636e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -11111008.000000 Penalty: 5739.289062
	Iteration 10Q: 3 clusters Score -1.111101e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92672 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -11114235.000000 Penalty: 5739.289062
	Iteration 11Q: 3 clusters Score -1.111424e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94785 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -11116238.000000 Penalty: 5739.289062
	Iteration 12Q: 3 clusters Score -1.111624e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -11117459.000000 Penalty: 5739.289062
	Iteration 13Q: 3 clusters Score -1.111746e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -11118335.000000 Penalty: 5739.289062
	Iteration 14Q: 3 clusters Score -1.111834e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98633 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -11118959.000000 Penalty: 5739.289062
	Iteration 15Q: 3 clusters Score -1.111896e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -11119512.000000 Penalty: 5739.289062
	Iteration 16Q: 3 clusters Score -1.111951e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -11119930.000000 Penalty: 5739.289062
	Iteration 17Q: 3 clusters Score -1.111993e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -11120291.000000 Penalty: 5739.289062
	Iteration 18Q: 3 clusters Score -1.112029e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -11120606.000000 Penalty: 5739.289062
	Iteration 19Q: 3 clusters Score -1.112061e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -11120951.000000 Penalty: 5739.289062
	Iteration 20F: 3 clusters Score -1.112095e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102408 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -11121286.000000 Penalty: 5739.289062
	Iteration 21Q: 3 clusters Score -1.112129e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11121510.000000 Penalty: 5739.289062
	Iteration 22Q: 3 clusters Score -1.112151e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -11121688.000000 Penalty: 5739.289062
	Iteration 23Q: 3 clusters Score -1.112169e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -11121818.000000 Penalty: 5739.289062
	Iteration 24Q: 3 clusters Score -1.112182e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -11121959.000000 Penalty: 5739.289062
	Iteration 25Q: 3 clusters Score -1.112196e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11122025.000000 Penalty: 5739.289062
	Iteration 26Q: 3 clusters Score -1.112202e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103987 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -11122107.000000 Penalty: 5739.289062
	Iteration 27Q: 3 clusters Score -1.112211e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104099 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -11122135.000000 Penalty: 5739.289062
	Iteration 28Q: 3 clusters Score -1.112214e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -11122177.000000 Penalty: 5739.289062
	Iteration 29Q: 3 clusters Score -1.112218e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104254 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -11122201.000000 Penalty: 5739.289062
	Iteration 30Q: 3 clusters Score -1.11222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11122219.000000 Penalty: 5739.289062
	Iteration 31Q: 3 clusters Score -1.112222e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -11122230.000000 Penalty: 5739.289062
	Iteration 32Q: 3 clusters Score -1.112223e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11122257.000000 Penalty: 5739.289062
	Iteration 33Q: 3 clusters Score -1.112226e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104441 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -11122254.000000 Penalty: 5739.289062
	Iteration 34Q: 3 clusters Score -1.112225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11122281.000000 Penalty: 5739.289062
	Iteration 35Q: 3 clusters Score -1.112228e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104504 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11122300.000000 Penalty: 5739.289062
	Iteration 36Q: 3 clusters Score -1.11223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11122287.000000 Penalty: 5739.289062
	Iteration 37Q: 3 clusters Score -1.112229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104542 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11122304.000000 Penalty: 5739.289062
	Iteration 38Q: 3 clusters Score -1.11223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11122325.000000 Penalty: 5739.289062
	Iteration 39Q: 3 clusters Score -1.112232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104575 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -11122327.000000 Penalty: 5739.289062
	Iteration 40F: 3 clusters Score -1.112233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11122323.000000 Penalty: 5739.289062
	Iteration 41Q: 3 clusters Score -1.112232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11122329.000000 Penalty: 5739.289062
	Iteration 42Q: 3 clusters Score -1.112233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11122337.000000 Penalty: 5739.289062
	Iteration 43Q: 3 clusters Score -1.112234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104629 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11122345.000000 Penalty: 5739.289062
	Iteration 44Q: 3 clusters Score -1.112234e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104639 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11122350.000000 Penalty: 5739.289062
	Iteration 45Q: 3 clusters Score -1.112235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104650 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -11122350.000000 Penalty: 5739.289062
	Iteration 46Q: 3 clusters Score -1.112235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11122356.000000 Penalty: 5739.289062
	Iteration 47Q: 3 clusters Score -1.112236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11122357.000000 Penalty: 5739.289062
	Iteration 48Q: 3 clusters Score -1.112236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -11122373.000000 Penalty: 5739.289062
	Iteration 49Q: 3 clusters Score -1.112237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -11122384.000000 Penalty: 5739.289062
	Iteration 50Q: 3 clusters Score -1.112238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104701 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11122390.000000 Penalty: 5739.289062
	Iteration 51Q: 3 clusters Score -1.112239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11122384.000000 Penalty: 5739.289062
	Iteration 52Q: 3 clusters Score -1.112238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104712 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11122392.000000 Penalty: 5739.289062
	Iteration 53Q: 3 clusters Score -1.112239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104718 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11122395.000000 Penalty: 5739.289062
	Iteration 54Q: 3 clusters Score -1.11224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104728 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11122395.000000 Penalty: 5739.289062
	Iteration 55Q: 3 clusters Score -1.11224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104737 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -11122410.000000 Penalty: 5739.289062
	Iteration 56Q: 3 clusters Score -1.112241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104742 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -11122406.000000 Penalty: 5739.289062
	Iteration 57Q: 3 clusters Score -1.112241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -11122427.000000 Penalty: 5739.289062
	Iteration 58Q: 3 clusters Score -1.112243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11122437.000000 Penalty: 5739.289062
	Iteration 59Q: 3 clusters Score -1.112244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104758 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11122430.000000 Penalty: 5739.289062
	Iteration 60F: 3 clusters Score -1.112243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104759 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11122436.000000 Penalty: 5739.289062
	Iteration 61Q: 3 clusters Score -1.112244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104761 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11122442.000000 Penalty: 5739.289062
	Iteration 62Q: 3 clusters Score -1.112244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104763 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -11122437.000000 Penalty: 5739.289062
	Iteration 63Q: 3 clusters Score -1.112244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104765 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11122437.000000 Penalty: 5739.289062
	Iteration 64Q: 3 clusters Score -1.112244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11122431.000000 Penalty: 5739.289062
	Iteration 65Q: 3 clusters Score -1.112243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11122434.000000 Penalty: 5739.289062
	Iteration 66Q: 3 clusters Score -1.112243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11122443.000000 Penalty: 5739.289062
	Iteration 67Q: 3 clusters Score -1.112244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11122445.000000 Penalty: 5739.289062
	Iteration 68Q: 3 clusters Score -1.112244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -11122445.000000 Penalty: 5739.289062
	Iteration 69F: 3 clusters Score -1.112244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 213696 members 
Mstep: Class 4 contains 29728 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 32894 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 180412 members 
Mstep: Class 15 contains 26620 members 
Mstep: Class 16 contains 33439 members 
Mstep: Class 18 contains 14111 members 
Mstep: Class 19 contains 105995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053144.000000 Penalty: 53300.515625
Iteration 199Q: 17 clusters Score -7.005314e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 213710 members 
Mstep: Class 4 contains 29647 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 33046 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15620 members 
Mstep: Class 12 contains 180557 members 
Mstep: Class 15 contains 26695 members 
Mstep: Class 16 contains 33516 members 
Mstep: Class 18 contains 14134 members 
Mstep: Class 19 contains 105614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053120.000000 Penalty: 53300.515625
Iteration 200F: 17 clusters Score -7.005312e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 213773 members 
Mstep: Class 4 contains 29543 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 33177 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15529 members 
Mstep: Class 12 contains 180677 members 
Mstep: Class 15 contains 26771 members 
Mstep: Class 16 contains 33611 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 105234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053104.000000 Penalty: 53300.515625
Iteration 201Q: 17 clusters Score -7.00531e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 213812 members 
Mstep: Class 4 contains 29449 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 33312 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15420 members 
Mstep: Class 12 contains 180826 members 
Mstep: Class 15 contains 26843 members 
Mstep: Class 16 contains 33731 members 
Mstep: Class 18 contains 14163 members 
Mstep: Class 19 contains 104840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053032.000000 Penalty: 53300.515625
Iteration 202Q: 17 clusters Score -7.005303e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 213857 members 
Mstep: Class 4 contains 29361 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 33434 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15308 members 
Mstep: Class 12 contains 180967 members 
Mstep: Class 15 contains 26929 members 
Mstep: Class 16 contains 33858 members 
Mstep: Class 18 contains 14184 members 
Mstep: Class 19 contains 104434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052808.000000 Penalty: 53300.515625
Iteration 203Q: 17 clusters Score -7.005281e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 213858 members 
Mstep: Class 4 contains 29274 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 33575 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15191 members 
Mstep: Class 12 contains 181121 members 
Mstep: Class 15 contains 27012 members 
Mstep: Class 16 contains 34008 members 
Mstep: Class 18 contains 14205 members 
Mstep: Class 19 contains 104024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052696.000000 Penalty: 53300.515625
Iteration 204Q: 17 clusters Score -7.00527e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 213881 members 
Mstep: Class 4 contains 29177 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 33729 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 15092 members 
Mstep: Class 12 contains 181258 members 
Mstep: Class 15 contains 27106 members 
Mstep: Class 16 contains 34139 members 
Mstep: Class 18 contains 14220 members 
Mstep: Class 19 contains 103608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052672.000000 Penalty: 53300.515625
Iteration 205Q: 17 clusters Score -7.005267e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 213902 members 
Mstep: Class 4 contains 29051 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 33879 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14985 members 
Mstep: Class 12 contains 181436 members 
Mstep: Class 15 contains 27202 members 
Mstep: Class 16 contains 34299 members 
Mstep: Class 18 contains 14239 members 
Mstep: Class 19 contains 103168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052528.000000 Penalty: 53300.515625
Iteration 206Q: 17 clusters Score -7.005253e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 213910 members 
Mstep: Class 4 contains 28902 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 34009 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14890 members 
Mstep: Class 12 contains 181605 members 
Mstep: Class 15 contains 27288 members 
Mstep: Class 16 contains 34467 members 
Mstep: Class 18 contains 14259 members 
Mstep: Class 19 contains 102772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052736.000000 Penalty: 53300.515625
Iteration 207Q: 17 clusters Score -7.005274e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 213954 members 
Mstep: Class 4 contains 28766 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 34134 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14793 members 
Mstep: Class 12 contains 181758 members 
Mstep: Class 15 contains 27364 members 
Mstep: Class 16 contains 34627 members 
Mstep: Class 18 contains 14276 members 
Mstep: Class 19 contains 102380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052560.000000 Penalty: 53300.515625
Iteration 208Q: 17 clusters Score -7.005256e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 213981 members 
Mstep: Class 4 contains 28651 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 34260 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14691 members 
Mstep: Class 12 contains 181930 members 
Mstep: Class 15 contains 27458 members 
Mstep: Class 16 contains 34769 members 
Mstep: Class 18 contains 14286 members 
Mstep: Class 19 contains 101955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052640.000000 Penalty: 53300.515625
Iteration 209Q: 17 clusters Score -7.005264e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214018 members 
Mstep: Class 4 contains 28523 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 34407 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14608 members 
Mstep: Class 12 contains 182105 members 
Mstep: Class 15 contains 27564 members 
Mstep: Class 16 contains 34915 members 
Mstep: Class 18 contains 14292 members 
Mstep: Class 19 contains 101492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052640.000000 Penalty: 53300.515625
Iteration 210Q: 17 clusters Score -7.005264e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214143 members 
Mstep: Class 4 contains 28406 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 34544 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14530 members 
Mstep: Class 12 contains 182277 members 
Mstep: Class 15 contains 27665 members 
Mstep: Class 16 contains 35030 members 
Mstep: Class 18 contains 14293 members 
Mstep: Class 19 contains 100984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052736.000000 Penalty: 53300.515625
Iteration 211Q: 17 clusters Score -7.005274e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214260 members 
Mstep: Class 4 contains 28289 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 34676 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14474 members 
Mstep: Class 12 contains 182470 members 
Mstep: Class 15 contains 27756 members 
Mstep: Class 16 contains 35113 members 
Mstep: Class 18 contains 14305 members 
Mstep: Class 19 contains 100483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052616.000000 Penalty: 53300.515625
Iteration 212Q: 17 clusters Score -7.005262e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214357 members 
Mstep: Class 4 contains 28179 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 34804 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14419 members 
Mstep: Class 12 contains 182652 members 
Mstep: Class 15 contains 27846 members 
Mstep: Class 16 contains 35187 members 
Mstep: Class 18 contains 14329 members 
Mstep: Class 19 contains 99996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052560.000000 Penalty: 53300.515625
Iteration 213Q: 17 clusters Score -7.005256e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214393 members 
Mstep: Class 4 contains 28076 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 34934 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14358 members 
Mstep: Class 12 contains 182852 members 
Mstep: Class 15 contains 27923 members 
Mstep: Class 16 contains 35280 members 
Mstep: Class 18 contains 14353 members 
Mstep: Class 19 contains 99545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052616.000000 Penalty: 53300.515625
Iteration 214Q: 17 clusters Score -7.005262e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214484 members 
Mstep: Class 4 contains 27959 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 35074 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14300 members 
Mstep: Class 12 contains 183002 members 
Mstep: Class 15 contains 28013 members 
Mstep: Class 16 contains 35381 members 
Mstep: Class 18 contains 14371 members 
Mstep: Class 19 contains 99087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052368.000000 Penalty: 53300.515625
Iteration 215Q: 17 clusters Score -7.005237e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214536 members 
Mstep: Class 4 contains 27847 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 35218 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14246 members 
Mstep: Class 12 contains 183161 members 
Mstep: Class 15 contains 28108 members 
Mstep: Class 16 contains 35478 members 
Mstep: Class 18 contains 14381 members 
Mstep: Class 19 contains 98648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052400.000000 Penalty: 53300.515625
Iteration 216Q: 17 clusters Score -7.00524e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214597 members 
Mstep: Class 4 contains 27728 members 
Mstep: Class 5 contains 4371 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 35366 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14165 members 
Mstep: Class 12 contains 183264 members 
Mstep: Class 15 contains 28210 members 
Mstep: Class 16 contains 35605 members 
Mstep: Class 18 contains 14395 members 
Mstep: Class 19 contains 98227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052368.000000 Penalty: 53300.515625
Iteration 217Q: 17 clusters Score -7.005237e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214663 members 
Mstep: Class 4 contains 27603 members 
Mstep: Class 5 contains 4370 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 35515 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 183430 members 
Mstep: Class 15 contains 28315 members 
Mstep: Class 16 contains 35708 members 
Mstep: Class 18 contains 14410 members 
Mstep: Class 19 contains 97778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052352.000000 Penalty: 53300.515625
Iteration 218Q: 17 clusters Score -7.005235e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214701 members 
Mstep: Class 4 contains 27474 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 35658 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 14007 members 
Mstep: Class 12 contains 183636 members 
Mstep: Class 15 contains 28403 members 
Mstep: Class 16 contains 35824 members 
Mstep: Class 18 contains 14429 members 
Mstep: Class 19 contains 97332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052496.000000 Penalty: 53300.515625
Iteration 219Q: 17 clusters Score -7.00525e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214757 members 
Mstep: Class 4 contains 27336 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 35826 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13940 members 
Mstep: Class 12 contains 183807 members 
Mstep: Class 15 contains 28488 members 
Mstep: Class 16 contains 35931 members 
Mstep: Class 18 contains 14445 members 
Mstep: Class 19 contains 96887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052384.000000 Penalty: 53300.515625
Iteration 220F: 17 clusters Score -7.005238e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214778 members 
Mstep: Class 4 contains 27206 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 35985 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13871 members 
Mstep: Class 12 contains 183996 members 
Mstep: Class 15 contains 28578 members 
Mstep: Class 16 contains 36039 members 
Mstep: Class 18 contains 14465 members 
Mstep: Class 19 contains 96446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052448.000000 Penalty: 53300.515625
Iteration 221Q: 17 clusters Score -7.005245e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214803 members 
Mstep: Class 4 contains 27105 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 36114 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13798 members 
Mstep: Class 12 contains 184183 members 
Mstep: Class 15 contains 28677 members 
Mstep: Class 16 contains 36153 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 96022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052512.000000 Penalty: 53300.515625
Iteration 222Q: 17 clusters Score -7.005251e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 214860 members 
Mstep: Class 4 contains 26969 members 
Mstep: Class 5 contains 4361 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 36242 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13722 members 
Mstep: Class 12 contains 184361 members 
Mstep: Class 15 contains 28774 members 
Mstep: Class 16 contains 36285 members 
Mstep: Class 18 contains 14501 members 
Mstep: Class 19 contains 95603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052416.000000 Penalty: 53300.515625
Iteration 223Q: 17 clusters Score -7.005242e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 827 members 
Mstep: Class 3 contains 214932 members 
Mstep: Class 4 contains 26858 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 36379 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13637 members 
Mstep: Class 12 contains 184539 members 
Mstep: Class 15 contains 28869 members 
Mstep: Class 16 contains 36419 members 
Mstep: Class 18 contains 14522 members 
Mstep: Class 19 contains 95155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052432.000000 Penalty: 53300.515625
Iteration 224Q: 17 clusters Score -7.005243e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 214966 members 
Mstep: Class 4 contains 26760 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 36512 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13540 members 
Mstep: Class 12 contains 184716 members 
Mstep: Class 15 contains 28962 members 
Mstep: Class 16 contains 36564 members 
Mstep: Class 18 contains 14543 members 
Mstep: Class 19 contains 94723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052392.000000 Penalty: 53300.515625
Iteration 225Q: 17 clusters Score -7.005239e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215041 members 
Mstep: Class 4 contains 26658 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 36650 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13453 members 
Mstep: Class 12 contains 184871 members 
Mstep: Class 15 contains 29041 members 
Mstep: Class 16 contains 36698 members 
Mstep: Class 18 contains 14570 members 
Mstep: Class 19 contains 94277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052328.000000 Penalty: 53300.515625
Iteration 226Q: 17 clusters Score -7.005233e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215106 members 
Mstep: Class 4 contains 26550 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 36777 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13367 members 
Mstep: Class 12 contains 185065 members 
Mstep: Class 15 contains 29114 members 
Mstep: Class 16 contains 36837 members 
Mstep: Class 18 contains 14595 members 
Mstep: Class 19 contains 93839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052344.000000 Penalty: 53300.515625
Iteration 227Q: 17 clusters Score -7.005234e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215201 members 
Mstep: Class 4 contains 26438 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 36903 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13294 members 
Mstep: Class 12 contains 185245 members 
Mstep: Class 15 contains 29175 members 
Mstep: Class 16 contains 36969 members 
Mstep: Class 18 contains 14621 members 
Mstep: Class 19 contains 93392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052360.000000 Penalty: 53300.515625
Iteration 228Q: 17 clusters Score -7.005236e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215289 members 
Mstep: Class 4 contains 26340 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 37027 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13233 members 
Mstep: Class 12 contains 185432 members 
Mstep: Class 15 contains 29224 members 
Mstep: Class 16 contains 37079 members 
Mstep: Class 18 contains 14638 members 
Mstep: Class 19 contains 92959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052336.000000 Penalty: 53300.515625
Iteration 229Q: 17 clusters Score -7.005234e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 215376 members 
Mstep: Class 4 contains 26238 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 37151 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13163 members 
Mstep: Class 12 contains 185623 members 
Mstep: Class 15 contains 29256 members 
Mstep: Class 16 contains 37199 members 
Mstep: Class 18 contains 14657 members 
Mstep: Class 19 contains 92550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052248.000000 Penalty: 53300.515625
Iteration 230Q: 17 clusters Score -7.005225e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 215428 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 37286 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13102 members 
Mstep: Class 12 contains 185806 members 
Mstep: Class 15 contains 29298 members 
Mstep: Class 16 contains 37299 members 
Mstep: Class 18 contains 14678 members 
Mstep: Class 19 contains 92177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052232.000000 Penalty: 53300.515625
Iteration 231Q: 17 clusters Score -7.005223e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 215502 members 
Mstep: Class 4 contains 26024 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 37422 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 13050 members 
Mstep: Class 12 contains 185972 members 
Mstep: Class 15 contains 29330 members 
Mstep: Class 16 contains 37377 members 
Mstep: Class 18 contains 14689 members 
Mstep: Class 19 contains 91816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052160.000000 Penalty: 53300.515625
Iteration 232Q: 17 clusters Score -7.005216e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215569 members 
Mstep: Class 4 contains 25925 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 37561 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12988 members 
Mstep: Class 12 contains 186134 members 
Mstep: Class 15 contains 29357 members 
Mstep: Class 16 contains 37465 members 
Mstep: Class 18 contains 14696 members 
Mstep: Class 19 contains 91471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052104.000000 Penalty: 53300.515625
Iteration 233Q: 17 clusters Score -7.00521e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215625 members 
Mstep: Class 4 contains 25837 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 37693 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12929 members 
Mstep: Class 12 contains 186294 members 
Mstep: Class 15 contains 29388 members 
Mstep: Class 16 contains 37544 members 
Mstep: Class 18 contains 14706 members 
Mstep: Class 19 contains 91136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052040.000000 Penalty: 53300.515625
Iteration 234Q: 17 clusters Score -7.005204e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215652 members 
Mstep: Class 4 contains 25759 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 37832 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12871 members 
Mstep: Class 12 contains 186458 members 
Mstep: Class 15 contains 29428 members 
Mstep: Class 16 contains 37620 members 
Mstep: Class 18 contains 14719 members 
Mstep: Class 19 contains 90798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052016.000000 Penalty: 53300.515625
Iteration 235Q: 17 clusters Score -7.005202e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215693 members 
Mstep: Class 4 contains 25682 members 
Mstep: Class 5 contains 4326 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 37963 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12795 members 
Mstep: Class 12 contains 186600 members 
Mstep: Class 15 contains 29462 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 18 contains 14726 members 
Mstep: Class 19 contains 90476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051984.000000 Penalty: 53300.515625
Iteration 236Q: 17 clusters Score -7.005198e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 215742 members 
Mstep: Class 4 contains 25604 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 38107 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12742 members 
Mstep: Class 12 contains 186732 members 
Mstep: Class 15 contains 29494 members 
Mstep: Class 16 contains 37795 members 
Mstep: Class 18 contains 14727 members 
Mstep: Class 19 contains 90159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051928.000000 Penalty: 53300.515625
Iteration 237Q: 17 clusters Score -7.005193e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 215796 members 
Mstep: Class 4 contains 25497 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 38244 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12692 members 
Mstep: Class 12 contains 186877 members 
Mstep: Class 15 contains 29521 members 
Mstep: Class 16 contains 37891 members 
Mstep: Class 18 contains 14737 members 
Mstep: Class 19 contains 89825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052008.000000 Penalty: 53300.515625
Iteration 238Q: 17 clusters Score -7.005201e+07 nChanged 801
Entering ConstructFrom: 
Score: -70052008.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (23640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Entering Unmasked Estep 
Score: -2512553.000000 Penalty: 2497.532471
	Iteration 0F: 2 clusters Score -2512553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2496103.250000 Penalty: 4995.064941
	Iteration 0F: 3 clusters Score -2496103 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2501729.500000 Penalty: 4995.064941
	Iteration 1F: 3 clusters Score -2501730 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2502287.000000 Penalty: 4995.064941
	Iteration 2F: 3 clusters Score -2502287 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -2502946.250000 Penalty: 4995.064941
	Iteration 3F: 3 clusters Score -2502946 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2503778.750000 Penalty: 4995.064941
	Iteration 4F: 3 clusters Score -2503779 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2504937.750000 Penalty: 4995.064941
	Iteration 5F: 3 clusters Score -2504938 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2506415.000000 Penalty: 4995.064941
	Iteration 6F: 3 clusters Score -2506415 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2508100.500000 Penalty: 4995.064941
	Iteration 7F: 3 clusters Score -2508100 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2509544.000000 Penalty: 4995.064941
	Iteration 8F: 3 clusters Score -2509544 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2510297.000000 Penalty: 4995.064941
	Iteration 9Q: 3 clusters Score -2510297 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2510660.750000 Penalty: 4995.064941
	Iteration 10Q: 3 clusters Score -2510661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2510836.000000 Penalty: 4995.064941
	Iteration 11Q: 3 clusters Score -2510836 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2510940.250000 Penalty: 4995.064941
	Iteration 12Q: 3 clusters Score -2510940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2510973.250000 Penalty: 4995.064941
	Iteration 13Q: 3 clusters Score -2510973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2511005.500000 Penalty: 4995.064941
	Iteration 14Q: 3 clusters Score -2511006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2511030.250000 Penalty: 4995.064941
	Iteration 15Q: 3 clusters Score -2511030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2511041.250000 Penalty: 4995.064941
	Iteration 16Q: 3 clusters Score -2511041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2511052.250000 Penalty: 4995.064941
	Iteration 17Q: 3 clusters Score -2511052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2511057.000000 Penalty: 4995.064941
	Iteration 18Q: 3 clusters Score -2511057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2511064.000000 Penalty: 4995.064941
	Iteration 19Q: 3 clusters Score -2511064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -2511070.750000 Penalty: 4995.064941
	Iteration 20F: 3 clusters Score -2511071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2511066.250000 Penalty: 4995.064941
	Iteration 21Q: 3 clusters Score -2511066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2511071.000000 Penalty: 4995.064941
	Iteration 22Q: 3 clusters Score -2511071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2511078.500000 Penalty: 4995.064941
	Iteration 23Q: 3 clusters Score -2511078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -2511079.750000 Penalty: 4995.064941
	Iteration 24Q: 3 clusters Score -2511080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2511082.500000 Penalty: 4995.064941
	Iteration 25Q: 3 clusters Score -2511082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2511086.000000 Penalty: 4995.064941
	Iteration 26Q: 3 clusters Score -2511086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2511093.250000 Penalty: 4995.064941
	Iteration 27Q: 3 clusters Score -2511093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2511098.250000 Penalty: 4995.064941
	Iteration 28Q: 3 clusters Score -2511098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2511104.000000 Penalty: 4995.064941
	Iteration 29Q: 3 clusters Score -2511104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2511104.750000 Penalty: 4995.064941
	Iteration 30Q: 3 clusters Score -2511105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -2511105.500000 Penalty: 4995.064941
	Iteration 31Q: 3 clusters Score -2511106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2511107.750000 Penalty: 4995.064941
	Iteration 32Q: 3 clusters Score -2511108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2511108.000000 Penalty: 4995.064941
	Iteration 33Q: 3 clusters Score -2511108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2511109.500000 Penalty: 4995.064941
	Iteration 34Q: 3 clusters Score -2511110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2511109.500000 Penalty: 4995.064941
	Iteration 35F: 3 clusters Score -2511110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -79945.304688 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -79945.3 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 390 members 
Entering Unmasked Estep 
Score: -78130.796875 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -78130.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78420.804688 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -78420.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78507.875000 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -78507.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78550.351562 Penalty: 3332.630615
	Iteration 3Q: 3 clusters Score -78550.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78583.078125 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -78583.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78603.890625 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -78603.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78613.234375 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -78613.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78619.343750 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -78619.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78621.812500 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -78621.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78624.687500 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -78624.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78629.859375 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -78629.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78632.039062 Penalty: 3332.630615
	Iteration 11Q: 3 clusters Score -78632.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78633.210938 Penalty: 3332.630615
	Iteration 12Q: 3 clusters Score -78633.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78634.328125 Penalty: 3332.630615
	Iteration 13Q: 3 clusters Score -78634.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78634.328125 Penalty: 3332.630615
	Iteration 14F: 3 clusters Score -78634.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (215861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215861 members 
Entering Unmasked Estep 
Score: -22605198.000000 Penalty: 3046.032715
	Iteration 0F: 2 clusters Score -2.26052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 107917 members 
Entering Unmasked Estep 
Score: -22470888.000000 Penalty: 6092.065430
	Iteration 0F: 3 clusters Score -2.247089e+07 nChanged 103857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107763 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -22532462.000000 Penalty: 6092.065430
	Iteration 1F: 3 clusters Score -2.253246e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 108389 members 
Entering Unmasked Estep 
Score: -22533782.000000 Penalty: 6092.065430
	Iteration 2Q: 3 clusters Score -2.253378e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -22535376.000000 Penalty: 6092.065430
	Iteration 3Q: 3 clusters Score -2.253538e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107213 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -22537804.000000 Penalty: 6092.065430
	Iteration 4Q: 3 clusters Score -2.25378e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -22541388.000000 Penalty: 6092.065430
	Iteration 5Q: 3 clusters Score -2.254139e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -22547520.000000 Penalty: 6092.065430
	Iteration 6F: 3 clusters Score -2.254752e+07 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109157 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -22556986.000000 Penalty: 6092.065430
	Iteration 7F: 3 clusters Score -2.255699e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 105066 members 
Entering Unmasked Estep 
Score: -22568742.000000 Penalty: 6092.065430
	Iteration 8F: 3 clusters Score -2.256874e+07 nChanged 14457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112206 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -22578084.000000 Penalty: 6092.065430
	Iteration 9F: 3 clusters Score -2.257808e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -22582054.000000 Penalty: 6092.065430
	Iteration 10Q: 3 clusters Score -2.258205e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 102237 members 
Entering Unmasked Estep 
Score: -22583298.000000 Penalty: 6092.065430
	Iteration 11Q: 3 clusters Score -2.25833e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 101712 members 
Entering Unmasked Estep 
Score: -22584074.000000 Penalty: 6092.065430
	Iteration 12Q: 3 clusters Score -2.258407e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -22584524.000000 Penalty: 6092.065430
	Iteration 13Q: 3 clusters Score -2.258452e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115442 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -22584954.000000 Penalty: 6092.065430
	Iteration 14Q: 3 clusters Score -2.258495e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116278 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -22585326.000000 Penalty: 6092.065430
	Iteration 15Q: 3 clusters Score -2.258533e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117203 members 
Mstep: Class 2 contains 98658 members 
Entering Unmasked Estep 
Score: -22585704.000000 Penalty: 6092.065430
	Iteration 16Q: 3 clusters Score -2.25857e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118196 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -22586246.000000 Penalty: 6092.065430
	Iteration 17Q: 3 clusters Score -2.258625e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -22586568.000000 Penalty: 6092.065430
	Iteration 18Q: 3 clusters Score -2.258657e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -22586964.000000 Penalty: 6092.065430
	Iteration 19Q: 3 clusters Score -2.258696e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 94034 members 
Entering Unmasked Estep 
Score: -22587398.000000 Penalty: 6092.065430
	Iteration 20F: 3 clusters Score -2.25874e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123188 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -22587846.000000 Penalty: 6092.065430
	Iteration 21Q: 3 clusters Score -2.258785e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124599 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -22588416.000000 Penalty: 6092.065430
	Iteration 22Q: 3 clusters Score -2.258842e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126033 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -22588800.000000 Penalty: 6092.065430
	Iteration 23Q: 3 clusters Score -2.25888e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -22589306.000000 Penalty: 6092.065430
	Iteration 24Q: 3 clusters Score -2.258931e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129081 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -22589928.000000 Penalty: 6092.065430
	Iteration 25Q: 3 clusters Score -2.258993e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130824 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -22590724.000000 Penalty: 6092.065430
	Iteration 26Q: 3 clusters Score -2.259072e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132598 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -22591326.000000 Penalty: 6092.065430
	Iteration 27Q: 3 clusters Score -2.259133e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134397 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -22592014.000000 Penalty: 6092.065430
	Iteration 28Q: 3 clusters Score -2.259201e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136286 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -22592722.000000 Penalty: 6092.065430
	Iteration 29Q: 3 clusters Score -2.259272e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 77751 members 
Entering Unmasked Estep 
Score: -22593434.000000 Penalty: 6092.065430
	Iteration 30Q: 3 clusters Score -2.259343e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139845 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -22593868.000000 Penalty: 6092.065430
	Iteration 31Q: 3 clusters Score -2.259387e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141528 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -22594272.000000 Penalty: 6092.065430
	Iteration 32Q: 3 clusters Score -2.259427e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -22594580.000000 Penalty: 6092.065430
	Iteration 33Q: 3 clusters Score -2.259458e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144929 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -22595034.000000 Penalty: 6092.065430
	Iteration 34Q: 3 clusters Score -2.259503e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146606 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -22595392.000000 Penalty: 6092.065430
	Iteration 35Q: 3 clusters Score -2.259539e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148273 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -22595686.000000 Penalty: 6092.065430
	Iteration 36Q: 3 clusters Score -2.259569e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149947 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -22596048.000000 Penalty: 6092.065430
	Iteration 37Q: 3 clusters Score -2.259605e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -22596316.000000 Penalty: 6092.065430
	Iteration 38Q: 3 clusters Score -2.259632e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -22596702.000000 Penalty: 6092.065430
	Iteration 39Q: 3 clusters Score -2.25967e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155192 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -22596932.000000 Penalty: 6092.065430
	Iteration 40F: 3 clusters Score -2.259693e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157085 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -22597070.000000 Penalty: 6092.065430
	Iteration 41Q: 3 clusters Score -2.259707e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158973 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -22597348.000000 Penalty: 6092.065430
	Iteration 42Q: 3 clusters Score -2.259735e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160966 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -22597722.000000 Penalty: 6092.065430
	Iteration 43Q: 3 clusters Score -2.259772e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -22598076.000000 Penalty: 6092.065430
	Iteration 44Q: 3 clusters Score -2.259808e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165064 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -22598366.000000 Penalty: 6092.065430
	Iteration 45Q: 3 clusters Score -2.259837e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -22598858.000000 Penalty: 6092.065430
	Iteration 46Q: 3 clusters Score -2.259886e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169244 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -22599030.000000 Penalty: 6092.065430
	Iteration 47Q: 3 clusters Score -2.259903e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171342 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -22599350.000000 Penalty: 6092.065430
	Iteration 48Q: 3 clusters Score -2.259935e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173459 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -22599822.000000 Penalty: 6092.065430
	Iteration 49Q: 3 clusters Score -2.259982e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -22600460.000000 Penalty: 6092.065430
	Iteration 50Q: 3 clusters Score -2.260046e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177774 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -22601056.000000 Penalty: 6092.065430
	Iteration 51Q: 3 clusters Score -2.260106e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179964 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -22601584.000000 Penalty: 6092.065430
	Iteration 52Q: 3 clusters Score -2.260158e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -22602114.000000 Penalty: 6092.065430
	Iteration 53Q: 3 clusters Score -2.260211e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184195 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -22602786.000000 Penalty: 6092.065430
	Iteration 54Q: 3 clusters Score -2.260279e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186212 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -22603370.000000 Penalty: 6092.065430
	Iteration 55Q: 3 clusters Score -2.260337e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188125 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -22604002.000000 Penalty: 6092.065430
	Iteration 56Q: 3 clusters Score -2.2604e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189971 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -22604500.000000 Penalty: 6092.065430
	Iteration 57Q: 3 clusters Score -2.26045e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191778 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -22604906.000000 Penalty: 6092.065430
	Iteration 58Q: 3 clusters Score -2.260491e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193515 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -22605338.000000 Penalty: 6092.065430
	Iteration 59Q: 3 clusters Score -2.260534e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195223 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -22605870.000000 Penalty: 6092.065430
	Iteration 60F: 3 clusters Score -2.260587e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196846 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -22606304.000000 Penalty: 6092.065430
	Iteration 61Q: 3 clusters Score -2.26063e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198465 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -22606796.000000 Penalty: 6092.065430
	Iteration 62Q: 3 clusters Score -2.26068e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199978 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -22606994.000000 Penalty: 6092.065430
	Iteration 63Q: 3 clusters Score -2.260699e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201345 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -22606896.000000 Penalty: 6092.065430
	Iteration 64Q: 3 clusters Score -2.26069e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202589 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -22606850.000000 Penalty: 6092.065430
	Iteration 65Q: 3 clusters Score -2.260685e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203715 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -22606778.000000 Penalty: 6092.065430
	Iteration 66Q: 3 clusters Score -2.260678e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204730 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -22606584.000000 Penalty: 6092.065430
	Iteration 67Q: 3 clusters Score -2.260658e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205664 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -22606310.000000 Penalty: 6092.065430
	Iteration 68Q: 3 clusters Score -2.260631e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206480 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -22606156.000000 Penalty: 6092.065430
	Iteration 69Q: 3 clusters Score -2.260616e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207257 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -22606030.000000 Penalty: 6092.065430
	Iteration 70Q: 3 clusters Score -2.260603e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207959 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -22605814.000000 Penalty: 6092.065430
	Iteration 71Q: 3 clusters Score -2.260581e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208570 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -22605588.000000 Penalty: 6092.065430
	Iteration 72Q: 3 clusters Score -2.260559e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209098 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -22605514.000000 Penalty: 6092.065430
	Iteration 73Q: 3 clusters Score -2.260551e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209556 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -22605372.000000 Penalty: 6092.065430
	Iteration 74Q: 3 clusters Score -2.260537e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209943 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -22605346.000000 Penalty: 6092.065430
	Iteration 75Q: 3 clusters Score -2.260535e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210276 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -22605188.000000 Penalty: 6092.065430
	Iteration 76Q: 3 clusters Score -2.260519e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210579 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -22605078.000000 Penalty: 6092.065430
	Iteration 77Q: 3 clusters Score -2.260508e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210842 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -22604924.000000 Penalty: 6092.065430
	Iteration 78Q: 3 clusters Score -2.260492e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211100 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -22604836.000000 Penalty: 6092.065430
	Iteration 79Q: 3 clusters Score -2.260484e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211313 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -22604768.000000 Penalty: 6092.065430
	Iteration 80F: 3 clusters Score -2.260477e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211499 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -22604730.000000 Penalty: 6092.065430
	Iteration 81Q: 3 clusters Score -2.260473e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211666 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -22604662.000000 Penalty: 6092.065430
	Iteration 82Q: 3 clusters Score -2.260466e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211828 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -22604526.000000 Penalty: 6092.065430
	Iteration 83Q: 3 clusters Score -2.260453e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211965 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -22604516.000000 Penalty: 6092.065430
	Iteration 84Q: 3 clusters Score -2.260452e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212088 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -22604516.000000 Penalty: 6092.065430
	Iteration 85Q: 3 clusters Score -2.260452e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212201 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -22604474.000000 Penalty: 6092.065430
	Iteration 86Q: 3 clusters Score -2.260447e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212307 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -22604398.000000 Penalty: 6092.065430
	Iteration 87Q: 3 clusters Score -2.26044e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212397 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -22604374.000000 Penalty: 6092.065430
	Iteration 88Q: 3 clusters Score -2.260437e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212489 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -22604330.000000 Penalty: 6092.065430
	Iteration 89Q: 3 clusters Score -2.260433e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212569 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -22604336.000000 Penalty: 6092.065430
	Iteration 90Q: 3 clusters Score -2.260434e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212644 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -22604308.000000 Penalty: 6092.065430
	Iteration 91Q: 3 clusters Score -2.260431e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212715 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -22604238.000000 Penalty: 6092.065430
	Iteration 92Q: 3 clusters Score -2.260424e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212776 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -22604244.000000 Penalty: 6092.065430
	Iteration 93Q: 3 clusters Score -2.260424e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212832 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -22604198.000000 Penalty: 6092.065430
	Iteration 94Q: 3 clusters Score -2.26042e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212890 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -22604170.000000 Penalty: 6092.065430
	Iteration 95Q: 3 clusters Score -2.260417e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212950 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -22604170.000000 Penalty: 6092.065430
	Iteration 96Q: 3 clusters Score -2.260417e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213012 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -22604184.000000 Penalty: 6092.065430
	Iteration 97Q: 3 clusters Score -2.260418e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213080 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -22604130.000000 Penalty: 6092.065430
	Iteration 98Q: 3 clusters Score -2.260413e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213139 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -22604162.000000 Penalty: 6092.065430
	Iteration 99Q: 3 clusters Score -2.260416e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213193 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -22604120.000000 Penalty: 6092.065430
	Iteration 100F: 3 clusters Score -2.260412e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213236 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22604100.000000 Penalty: 6092.065430
	Iteration 101Q: 3 clusters Score -2.26041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213287 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -22604110.000000 Penalty: 6092.065430
	Iteration 102Q: 3 clusters Score -2.260411e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213333 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -22604142.000000 Penalty: 6092.065430
	Iteration 103Q: 3 clusters Score -2.260414e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213374 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22604116.000000 Penalty: 6092.065430
	Iteration 104Q: 3 clusters Score -2.260412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213395 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -22604112.000000 Penalty: 6092.065430
	Iteration 105Q: 3 clusters Score -2.260411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213420 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -22604100.000000 Penalty: 6092.065430
	Iteration 106Q: 3 clusters Score -2.26041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213441 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -22604120.000000 Penalty: 6092.065430
	Iteration 107Q: 3 clusters Score -2.260412e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213464 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22604094.000000 Penalty: 6092.065430
	Iteration 108Q: 3 clusters Score -2.260409e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213486 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22604086.000000 Penalty: 6092.065430
	Iteration 109Q: 3 clusters Score -2.260409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213512 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -22604066.000000 Penalty: 6092.065430
	Iteration 110Q: 3 clusters Score -2.260407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213535 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -22604044.000000 Penalty: 6092.065430
	Iteration 111Q: 3 clusters Score -2.260404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213557 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -22604024.000000 Penalty: 6092.065430
	Iteration 112Q: 3 clusters Score -2.260402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213578 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -22604004.000000 Penalty: 6092.065430
	Iteration 113Q: 3 clusters Score -2.2604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213599 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -22603994.000000 Penalty: 6092.065430
	Iteration 114Q: 3 clusters Score -2.260399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213616 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -22603986.000000 Penalty: 6092.065430
	Iteration 115Q: 3 clusters Score -2.260399e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213639 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -22603962.000000 Penalty: 6092.065430
	Iteration 116Q: 3 clusters Score -2.260396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213661 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -22603936.000000 Penalty: 6092.065430
	Iteration 117Q: 3 clusters Score -2.260394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213689 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -22603902.000000 Penalty: 6092.065430
	Iteration 118Q: 3 clusters Score -2.26039e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213712 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22603884.000000 Penalty: 6092.065430
	Iteration 119Q: 3 clusters Score -2.260388e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213739 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -22603910.000000 Penalty: 6092.065430
	Iteration 120F: 3 clusters Score -2.260391e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213764 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -22603870.000000 Penalty: 6092.065430
	Iteration 121Q: 3 clusters Score -2.260387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213782 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -22603870.000000 Penalty: 6092.065430
	Iteration 122Q: 3 clusters Score -2.260387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213791 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22603844.000000 Penalty: 6092.065430
	Iteration 123Q: 3 clusters Score -2.260384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213800 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -22603830.000000 Penalty: 6092.065430
	Iteration 124Q: 3 clusters Score -2.260383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213809 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22603818.000000 Penalty: 6092.065430
	Iteration 125Q: 3 clusters Score -2.260382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213818 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -22603830.000000 Penalty: 6092.065430
	Iteration 126Q: 3 clusters Score -2.260383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213831 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -22603810.000000 Penalty: 6092.065430
	Iteration 127Q: 3 clusters Score -2.260381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213847 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -22603808.000000 Penalty: 6092.065430
	Iteration 128Q: 3 clusters Score -2.260381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213862 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -22603796.000000 Penalty: 6092.065430
	Iteration 129Q: 3 clusters Score -2.26038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213872 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -22603802.000000 Penalty: 6092.065430
	Iteration 130Q: 3 clusters Score -2.26038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213878 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -22603798.000000 Penalty: 6092.065430
	Iteration 131Q: 3 clusters Score -2.26038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213885 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -22603798.000000 Penalty: 6092.065430
	Iteration 132Q: 3 clusters Score -2.26038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213896 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22603798.000000 Penalty: 6092.065430
	Iteration 133Q: 3 clusters Score -2.26038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213908 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -22603794.000000 Penalty: 6092.065430
	Iteration 134Q: 3 clusters Score -2.260379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213917 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -22603774.000000 Penalty: 6092.065430
	Iteration 135Q: 3 clusters Score -2.260377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213921 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -22603764.000000 Penalty: 6092.065430
	Iteration 136Q: 3 clusters Score -2.260376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213925 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -22603780.000000 Penalty: 6092.065430
	Iteration 137Q: 3 clusters Score -2.260378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213932 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -22603766.000000 Penalty: 6092.065430
	Iteration 138Q: 3 clusters Score -2.260377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213933 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22603756.000000 Penalty: 6092.065430
	Iteration 139Q: 3 clusters Score -2.260376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213934 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22603766.000000 Penalty: 6092.065430
	Iteration 140F: 3 clusters Score -2.260377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Entering Unmasked Estep 
Score: -2640761.500000 Penalty: 2515.302246
	Iteration 0F: 2 clusters Score -2640762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2623238.750000 Penalty: 5030.604492
	Iteration 0F: 3 clusters Score -2623239 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2629043.500000 Penalty: 5030.604492
	Iteration 1F: 3 clusters Score -2629044 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2629387.250000 Penalty: 5030.604492
	Iteration 2Q: 3 clusters Score -2629387 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2629663.000000 Penalty: 5030.604492
	Iteration 3Q: 3 clusters Score -2629663 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2629898.500000 Penalty: 5030.604492
	Iteration 4Q: 3 clusters Score -2629898 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2630092.000000 Penalty: 5030.604492
	Iteration 5Q: 3 clusters Score -2630092 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2630268.250000 Penalty: 5030.604492
	Iteration 6Q: 3 clusters Score -2630268 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2630447.250000 Penalty: 5030.604492
	Iteration 7Q: 3 clusters Score -2630447 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2630593.500000 Penalty: 5030.604492
	Iteration 8Q: 3 clusters Score -2630594 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2630739.750000 Penalty: 5030.604492
	Iteration 9Q: 3 clusters Score -2630740 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2630903.750000 Penalty: 5030.604492
	Iteration 10Q: 3 clusters Score -2630904 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2631068.500000 Penalty: 5030.604492
	Iteration 11Q: 3 clusters Score -2631068 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2631273.000000 Penalty: 5030.604492
	Iteration 12Q: 3 clusters Score -2631273 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2631623.750000 Penalty: 5030.604492
	Iteration 13Q: 3 clusters Score -2631624 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2632091.500000 Penalty: 5030.604492
	Iteration 14Q: 3 clusters Score -2632092 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2632827.000000 Penalty: 5030.604492
	Iteration 15Q: 3 clusters Score -2632827 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2633802.250000 Penalty: 5030.604492
	Iteration 16F: 3 clusters Score -2633802 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2634984.750000 Penalty: 5030.604492
	Iteration 17F: 3 clusters Score -2634985 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2636166.250000 Penalty: 5030.604492
	Iteration 18F: 3 clusters Score -2636166 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2637078.750000 Penalty: 5030.604492
	Iteration 19Q: 3 clusters Score -2637079 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2637760.250000 Penalty: 5030.604492
	Iteration 20F: 3 clusters Score -2637760 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2638303.750000 Penalty: 5030.604492
	Iteration 21Q: 3 clusters Score -2638304 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2638745.250000 Penalty: 5030.604492
	Iteration 22Q: 3 clusters Score -2638745 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2639079.000000 Penalty: 5030.604492
	Iteration 23Q: 3 clusters Score -2639079 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2639295.250000 Penalty: 5030.604492
	Iteration 24Q: 3 clusters Score -2639295 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2639425.750000 Penalty: 5030.604492
	Iteration 25Q: 3 clusters Score -2639426 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2639490.750000 Penalty: 5030.604492
	Iteration 26Q: 3 clusters Score -2639491 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2639531.500000 Penalty: 5030.604492
	Iteration 27Q: 3 clusters Score -2639532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2639551.250000 Penalty: 5030.604492
	Iteration 28Q: 3 clusters Score -2639551 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2639557.000000 Penalty: 5030.604492
	Iteration 29Q: 3 clusters Score -2639557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2639566.500000 Penalty: 5030.604492
	Iteration 30Q: 3 clusters Score -2639566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2639575.750000 Penalty: 5030.604492
	Iteration 31Q: 3 clusters Score -2639576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2639575.750000 Penalty: 5030.604492
	Iteration 32Q: 3 clusters Score -2639576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2639577.750000 Penalty: 5030.604492
	Iteration 33Q: 3 clusters Score -2639578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2639582.000000 Penalty: 5030.604492
	Iteration 34Q: 3 clusters Score -2639582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2639587.750000 Penalty: 5030.604492
	Iteration 35Q: 3 clusters Score -2639588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2639595.000000 Penalty: 5030.604492
	Iteration 36Q: 3 clusters Score -2639595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2639591.750000 Penalty: 5030.604492
	Iteration 37Q: 3 clusters Score -2639592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2639597.500000 Penalty: 5030.604492
	Iteration 38Q: 3 clusters Score -2639598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2639592.750000 Penalty: 5030.604492
	Iteration 39Q: 3 clusters Score -2639593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2639598.750000 Penalty: 5030.604492
	Iteration 40F: 3 clusters Score -2639599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2639592.750000 Penalty: 5030.604492
	Iteration 41Q: 3 clusters Score -2639593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2639600.000000 Penalty: 5030.604492
	Iteration 42Q: 3 clusters Score -2639600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2639594.750000 Penalty: 5030.604492
	Iteration 43Q: 3 clusters Score -2639595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2639595.000000 Penalty: 5030.604492
	Iteration 44Q: 3 clusters Score -2639595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2639593.500000 Penalty: 5030.604492
	Iteration 45Q: 3 clusters Score -2639594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2639594.750000 Penalty: 5030.604492
	Iteration 46Q: 3 clusters Score -2639595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2639594.750000 Penalty: 5030.604492
	Iteration 47F: 3 clusters Score -2639595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -436862.625000 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -436862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -432711.000000 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -432711 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -433610.593750 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -433610.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -433818.468750 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -433818.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -433971.781250 Penalty: 4152.479980
	Iteration 3F: 3 clusters Score -433971.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -434086.468750 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -434086.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -434171.281250 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -434171.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -434221.218750 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -434221.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -434261.187500 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -434261.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -434303.750000 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -434303.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -434349.562500 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -434349.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -434391.687500 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -434391.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -434435.875000 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -434435.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -434474.062500 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -434474.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -434502.625000 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -434502.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -434529.375000 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -434529.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -434562.031250 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -434562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -434598.468750 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -434598.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -434638.406250 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -434638.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -434689.937500 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -434689.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -434745.593750 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -434745.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -434812.312500 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -434812.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -434895.968750 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -434896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -434964.000000 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -434964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -435010.687500 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -435010.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -435065.718750 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -435065.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -435107.687500 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -435107.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -435141.031250 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -435141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -435172.218750 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -435172.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -435199.406250 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -435199.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -435218.093750 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -435218.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -435231.906250 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -435231.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -435245.468750 Penalty: 4152.479980
	Iteration 31Q: 3 clusters Score -435245.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -435253.656250 Penalty: 4152.479980
	Iteration 32Q: 3 clusters Score -435253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -435260.968750 Penalty: 4152.479980
	Iteration 33Q: 3 clusters Score -435261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -435265.656250 Penalty: 4152.479980
	Iteration 34Q: 3 clusters Score -435265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -435270.750000 Penalty: 4152.479980
	Iteration 35Q: 3 clusters Score -435270.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -435280.843750 Penalty: 4152.479980
	Iteration 36Q: 3 clusters Score -435280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -435285.937500 Penalty: 4152.479980
	Iteration 37Q: 3 clusters Score -435285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -435290.562500 Penalty: 4152.479980
	Iteration 38Q: 3 clusters Score -435290.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -435296.062500 Penalty: 4152.479980
	Iteration 39Q: 3 clusters Score -435296.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -435303.343750 Penalty: 4152.479980
	Iteration 40F: 3 clusters Score -435303.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -435308.406250 Penalty: 4152.479980
	Iteration 41Q: 3 clusters Score -435308.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -435314.750000 Penalty: 4152.479980
	Iteration 42Q: 3 clusters Score -435314.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -435318.593750 Penalty: 4152.479980
	Iteration 43Q: 3 clusters Score -435318.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -435321.281250 Penalty: 4152.479980
	Iteration 44Q: 3 clusters Score -435321.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -435324.843750 Penalty: 4152.479980
	Iteration 45Q: 3 clusters Score -435324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -435326.750000 Penalty: 4152.479980
	Iteration 46Q: 3 clusters Score -435326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -435330.875000 Penalty: 4152.479980
	Iteration 47Q: 3 clusters Score -435330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -435332.937500 Penalty: 4152.479980
	Iteration 48Q: 3 clusters Score -435332.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -435335.500000 Penalty: 4152.479980
	Iteration 49Q: 3 clusters Score -435335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -435338.843750 Penalty: 4152.479980
	Iteration 50Q: 3 clusters Score -435338.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -435338.281250 Penalty: 4152.479980
	Iteration 51Q: 3 clusters Score -435338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -435340.375000 Penalty: 4152.479980
	Iteration 52Q: 3 clusters Score -435340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -435340.375000 Penalty: 4152.479980
	Iteration 53F: 3 clusters Score -435340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 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 391 members 
Entering Unmasked Estep 
Score: -71893.375000 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71893.38 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72139.531250 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72139.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72203.328125 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -72203.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72229.195312 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -72229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72246.257812 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72246.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72254.093750 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72254.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72256.085938 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72256.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72258.406250 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72258.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72261.414062 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72261.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72266.054688 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -72266.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72267.992188 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -72267.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72268.937500 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -72268.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72270.796875 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -72270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72275.445312 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -72275.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72279.164062 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -72279.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72281.437500 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -72281.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72281.437500 Penalty: 3303.009766
	Iteration 16F: 3 clusters Score -72281.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 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 63 members 
Entering Unmasked Estep 
Score: -10625.004883 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10640.767578 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10640.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10640.767578 Penalty: 2436.676758
	Iteration 2F: 3 clusters Score -10640.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59621.882812 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59621.88 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59848.433594 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59848.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59899.285156 Penalty: 3211.049805
	Iteration 2Q: 3 clusters Score -59899.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59909.992188 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -59909.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59915.617188 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -59915.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59918.226562 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -59918.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59918.226562 Penalty: 3211.049805
	Iteration 6F: 3 clusters Score -59918.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Entering Unmasked Estep 
Score: -4069169.250000 Penalty: 2617.654297
	Iteration 0F: 2 clusters Score -4069169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4043165.250000 Penalty: 5235.308594
	Iteration 0F: 3 clusters Score -4043165 nChanged 17337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -4052658.500000 Penalty: 5235.308594
	Iteration 1F: 3 clusters Score -4052658 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4053161.500000 Penalty: 5235.308594
	Iteration 2Q: 3 clusters Score -4053162 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4053645.250000 Penalty: 5235.308594
	Iteration 3Q: 3 clusters Score -4053645 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4054124.750000 Penalty: 5235.308594
	Iteration 4Q: 3 clusters Score -4054125 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4054733.000000 Penalty: 5235.308594
	Iteration 5Q: 3 clusters Score -4054733 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -4055547.000000 Penalty: 5235.308594
	Iteration 6Q: 3 clusters Score -4055547 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4056713.250000 Penalty: 5235.308594
	Iteration 7F: 3 clusters Score -4056713 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -4058366.750000 Penalty: 5235.308594
	Iteration 8F: 3 clusters Score -4058367 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -4060314.250000 Penalty: 5235.308594
	Iteration 9F: 3 clusters Score -4060314 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -4062261.750000 Penalty: 5235.308594
	Iteration 10F: 3 clusters Score -4062262 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4063760.750000 Penalty: 5235.308594
	Iteration 11Q: 3 clusters Score -4063761 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4064780.750000 Penalty: 5235.308594
	Iteration 12Q: 3 clusters Score -4064781 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4065455.000000 Penalty: 5235.308594
	Iteration 13Q: 3 clusters Score -4065455 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4065866.000000 Penalty: 5235.308594
	Iteration 14Q: 3 clusters Score -4065866 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4066127.500000 Penalty: 5235.308594
	Iteration 15Q: 3 clusters Score -4066128 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4066318.250000 Penalty: 5235.308594
	Iteration 16Q: 3 clusters Score -4066318 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4066453.500000 Penalty: 5235.308594
	Iteration 17Q: 3 clusters Score -4066454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4066563.250000 Penalty: 5235.308594
	Iteration 18Q: 3 clusters Score -4066563 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4066631.750000 Penalty: 5235.308594
	Iteration 19Q: 3 clusters Score -4066632 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4066684.000000 Penalty: 5235.308594
	Iteration 20F: 3 clusters Score -4066684 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4066717.000000 Penalty: 5235.308594
	Iteration 21Q: 3 clusters Score -4066717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4066750.500000 Penalty: 5235.308594
	Iteration 22Q: 3 clusters Score -4066750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4066782.250000 Penalty: 5235.308594
	Iteration 23Q: 3 clusters Score -4066782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4066805.250000 Penalty: 5235.308594
	Iteration 24Q: 3 clusters Score -4066805 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4066827.750000 Penalty: 5235.308594
	Iteration 25Q: 3 clusters Score -4066828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4066849.000000 Penalty: 5235.308594
	Iteration 26Q: 3 clusters Score -4066849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4066867.000000 Penalty: 5235.308594
	Iteration 27Q: 3 clusters Score -4066867 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4066886.250000 Penalty: 5235.308594
	Iteration 28Q: 3 clusters Score -4066886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4066904.000000 Penalty: 5235.308594
	Iteration 29Q: 3 clusters Score -4066904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4066921.250000 Penalty: 5235.308594
	Iteration 30Q: 3 clusters Score -4066921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4066930.250000 Penalty: 5235.308594
	Iteration 31Q: 3 clusters Score -4066930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4066936.500000 Penalty: 5235.308594
	Iteration 32Q: 3 clusters Score -4066936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4066942.000000 Penalty: 5235.308594
	Iteration 33Q: 3 clusters Score -4066942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4066946.000000 Penalty: 5235.308594
	Iteration 34Q: 3 clusters Score -4066946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4066954.250000 Penalty: 5235.308594
	Iteration 35Q: 3 clusters Score -4066954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4066959.250000 Penalty: 5235.308594
	Iteration 36Q: 3 clusters Score -4066959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4066964.000000 Penalty: 5235.308594
	Iteration 37Q: 3 clusters Score -4066964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4066962.500000 Penalty: 5235.308594
	Iteration 38Q: 3 clusters Score -4066962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4066962.500000 Penalty: 5235.308594
	Iteration 39F: 3 clusters Score -4066962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -38984.726562 Penalty: 1515.643921
	Iteration 0F: 2 clusters Score -38984.73 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 240 members 
Entering Unmasked Estep 
Score: -37512.523438 Penalty: 3031.287842
	Iteration 0F: 3 clusters Score -37512.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37763.875000 Penalty: 3031.287842
	Iteration 1F: 3 clusters Score -37763.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37850.375000 Penalty: 3031.287842
	Iteration 2F: 3 clusters Score -37850.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37961.156250 Penalty: 3031.287842
	Iteration 3F: 3 clusters Score -37961.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38018.109375 Penalty: 3031.287842
	Iteration 4Q: 3 clusters Score -38018.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38044.078125 Penalty: 3031.287842
	Iteration 5Q: 3 clusters Score -38044.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38078.695312 Penalty: 3031.287842
	Iteration 6Q: 3 clusters Score -38078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38102.039062 Penalty: 3031.287842
	Iteration 7Q: 3 clusters Score -38102.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38130.281250 Penalty: 3031.287842
	Iteration 8Q: 3 clusters Score -38130.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38159.589844 Penalty: 3031.287842
	Iteration 9Q: 3 clusters Score -38159.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38189.941406 Penalty: 3031.287842
	Iteration 10Q: 3 clusters Score -38189.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38207.621094 Penalty: 3031.287842
	Iteration 11Q: 3 clusters Score -38207.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38221.839844 Penalty: 3031.287842
	Iteration 12Q: 3 clusters Score -38221.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38231.085938 Penalty: 3031.287842
	Iteration 13Q: 3 clusters Score -38231.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38239.914062 Penalty: 3031.287842
	Iteration 14Q: 3 clusters Score -38239.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38241.347656 Penalty: 3031.287842
	Iteration 15Q: 3 clusters Score -38241.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38242.539062 Penalty: 3031.287842
	Iteration 16F: 3 clusters Score -38242.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38247.832031 Penalty: 3031.287842
	Iteration 17Q: 3 clusters Score -38247.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38257.417969 Penalty: 3031.287842
	Iteration 18Q: 3 clusters Score -38257.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38265.722656 Penalty: 3031.287842
	Iteration 19Q: 3 clusters Score -38265.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38280.363281 Penalty: 3031.287842
	Iteration 20F: 3 clusters Score -38280.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38287.828125 Penalty: 3031.287842
	Iteration 21Q: 3 clusters Score -38287.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38300.585938 Penalty: 3031.287842
	Iteration 22Q: 3 clusters Score -38300.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38304.855469 Penalty: 3031.287842
	Iteration 23Q: 3 clusters Score -38304.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38305.964844 Penalty: 3031.287842
	Iteration 24Q: 3 clusters Score -38305.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38305.964844 Penalty: 3031.287842
	Iteration 25F: 3 clusters Score -38305.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Entering Unmasked Estep 
Score: -1265206.375000 Penalty: 2342.266357
	Iteration 0F: 2 clusters Score -1265206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1255854.500000 Penalty: 4684.532715
	Iteration 0F: 3 clusters Score -1255854 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1258656.125000 Penalty: 4684.532715
	Iteration 1F: 3 clusters Score -1258656 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1259170.875000 Penalty: 4684.532715
	Iteration 2F: 3 clusters Score -1259171 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1259627.750000 Penalty: 4684.532715
	Iteration 3F: 3 clusters Score -1259628 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1260018.750000 Penalty: 4684.532715
	Iteration 4F: 3 clusters Score -1260019 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1260391.250000 Penalty: 4684.532715
	Iteration 5F: 3 clusters Score -1260391 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1260769.000000 Penalty: 4684.532715
	Iteration 6F: 3 clusters Score -1260769 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1261170.625000 Penalty: 4684.532715
	Iteration 7F: 3 clusters Score -1261171 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1261614.250000 Penalty: 4684.532715
	Iteration 8F: 3 clusters Score -1261614 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1262058.500000 Penalty: 4684.532715
	Iteration 9Q: 3 clusters Score -1262058 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1262467.625000 Penalty: 4684.532715
	Iteration 10Q: 3 clusters Score -1262468 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1262786.500000 Penalty: 4684.532715
	Iteration 11Q: 3 clusters Score -1262786 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1263022.750000 Penalty: 4684.532715
	Iteration 12Q: 3 clusters Score -1263023 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1263229.750000 Penalty: 4684.532715
	Iteration 13Q: 3 clusters Score -1263230 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1263370.875000 Penalty: 4684.532715
	Iteration 14Q: 3 clusters Score -1263371 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1263492.375000 Penalty: 4684.532715
	Iteration 15Q: 3 clusters Score -1263492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1263577.125000 Penalty: 4684.532715
	Iteration 16Q: 3 clusters Score -1263577 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1263638.875000 Penalty: 4684.532715
	Iteration 17Q: 3 clusters Score -1263639 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1263715.875000 Penalty: 4684.532715
	Iteration 18Q: 3 clusters Score -1263716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1263773.875000 Penalty: 4684.532715
	Iteration 19Q: 3 clusters Score -1263774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1263808.625000 Penalty: 4684.532715
	Iteration 20F: 3 clusters Score -1263809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1263831.250000 Penalty: 4684.532715
	Iteration 21Q: 3 clusters Score -1263831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1263850.250000 Penalty: 4684.532715
	Iteration 22Q: 3 clusters Score -1263850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1263858.625000 Penalty: 4684.532715
	Iteration 23Q: 3 clusters Score -1263859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1263859.625000 Penalty: 4684.532715
	Iteration 24Q: 3 clusters Score -1263860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1263863.875000 Penalty: 4684.532715
	Iteration 25Q: 3 clusters Score -1263864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1263865.250000 Penalty: 4684.532715
	Iteration 26Q: 3 clusters Score -1263865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1263865.250000 Penalty: 4684.532715
	Iteration 27F: 3 clusters Score -1263865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (187006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187006 members 
Entering Unmasked Estep 
Score: -19575788.000000 Penalty: 3010.446289
	Iteration 0F: 2 clusters Score -1.957579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 93618 members 
Entering Unmasked Estep 
Score: -19456648.000000 Penalty: 6020.892578
	Iteration 0F: 3 clusters Score -1.945665e+07 nChanged 89390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93758 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -19508716.000000 Penalty: 6020.892578
	Iteration 1F: 3 clusters Score -1.950872e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -19510506.000000 Penalty: 6020.892578
	Iteration 2Q: 3 clusters Score -1.951051e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 92807 members 
Entering Unmasked Estep 
Score: -19512922.000000 Penalty: 6020.892578
	Iteration 3Q: 3 clusters Score -1.951292e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -19516296.000000 Penalty: 6020.892578
	Iteration 4Q: 3 clusters Score -1.95163e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -19521280.000000 Penalty: 6020.892578
	Iteration 5F: 3 clusters Score -1.952128e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100167 members 
Mstep: Class 2 contains 86839 members 
Entering Unmasked Estep 
Score: -19528676.000000 Penalty: 6020.892578
	Iteration 6F: 3 clusters Score -1.952868e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -19538692.000000 Penalty: 6020.892578
	Iteration 7F: 3 clusters Score -1.953869e+07 nChanged 13782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 76802 members 
Entering Unmasked Estep 
Score: -19550368.000000 Penalty: 6020.892578
	Iteration 8F: 3 clusters Score -1.955037e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -19558096.000000 Penalty: 6020.892578
	Iteration 9F: 3 clusters Score -1.95581e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117351 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -19561574.000000 Penalty: 6020.892578
	Iteration 10Q: 3 clusters Score -1.956157e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119782 members 
Mstep: Class 2 contains 67224 members 
Entering Unmasked Estep 
Score: -19563230.000000 Penalty: 6020.892578
	Iteration 11Q: 3 clusters Score -1.956323e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121890 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -19564464.000000 Penalty: 6020.892578
	Iteration 12Q: 3 clusters Score -1.956446e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123741 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -19565172.000000 Penalty: 6020.892578
	Iteration 13Q: 3 clusters Score -1.956517e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125302 members 
Mstep: Class 2 contains 61704 members 
Entering Unmasked Estep 
Score: -19565758.000000 Penalty: 6020.892578
	Iteration 14Q: 3 clusters Score -1.956576e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126671 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -19566284.000000 Penalty: 6020.892578
	Iteration 15Q: 3 clusters Score -1.956628e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 59077 members 
Entering Unmasked Estep 
Score: -19566568.000000 Penalty: 6020.892578
	Iteration 16Q: 3 clusters Score -1.956657e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129063 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -19566682.000000 Penalty: 6020.892578
	Iteration 17Q: 3 clusters Score -1.956668e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -19566842.000000 Penalty: 6020.892578
	Iteration 18Q: 3 clusters Score -1.956684e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131047 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -19566898.000000 Penalty: 6020.892578
	Iteration 19Q: 3 clusters Score -1.95669e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131946 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -19567044.000000 Penalty: 6020.892578
	Iteration 20F: 3 clusters Score -1.956704e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -19567222.000000 Penalty: 6020.892578
	Iteration 21Q: 3 clusters Score -1.956722e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133744 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -19567462.000000 Penalty: 6020.892578
	Iteration 22Q: 3 clusters Score -1.956746e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134650 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -19567550.000000 Penalty: 6020.892578
	Iteration 23Q: 3 clusters Score -1.956755e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135577 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -19567572.000000 Penalty: 6020.892578
	Iteration 24Q: 3 clusters Score -1.956757e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136492 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -19567736.000000 Penalty: 6020.892578
	Iteration 25Q: 3 clusters Score -1.956774e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -19567856.000000 Penalty: 6020.892578
	Iteration 26Q: 3 clusters Score -1.956786e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138275 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -19567904.000000 Penalty: 6020.892578
	Iteration 27Q: 3 clusters Score -1.95679e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139107 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -19567978.000000 Penalty: 6020.892578
	Iteration 28Q: 3 clusters Score -1.956798e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -19568010.000000 Penalty: 6020.892578
	Iteration 29Q: 3 clusters Score -1.956801e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140773 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -19568154.000000 Penalty: 6020.892578
	Iteration 30Q: 3 clusters Score -1.956815e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141540 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -19568242.000000 Penalty: 6020.892578
	Iteration 31Q: 3 clusters Score -1.956824e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142264 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -19568326.000000 Penalty: 6020.892578
	Iteration 32Q: 3 clusters Score -1.956833e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142977 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -19568406.000000 Penalty: 6020.892578
	Iteration 33Q: 3 clusters Score -1.956841e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143696 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -19568450.000000 Penalty: 6020.892578
	Iteration 34Q: 3 clusters Score -1.956845e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144449 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -19568560.000000 Penalty: 6020.892578
	Iteration 35Q: 3 clusters Score -1.956856e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145192 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -19568680.000000 Penalty: 6020.892578
	Iteration 36Q: 3 clusters Score -1.956868e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -19568786.000000 Penalty: 6020.892578
	Iteration 37Q: 3 clusters Score -1.956879e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -19568830.000000 Penalty: 6020.892578
	Iteration 38Q: 3 clusters Score -1.956883e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -19568928.000000 Penalty: 6020.892578
	Iteration 39Q: 3 clusters Score -1.956893e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148291 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -19568970.000000 Penalty: 6020.892578
	Iteration 40F: 3 clusters Score -1.956897e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -19569038.000000 Penalty: 6020.892578
	Iteration 41Q: 3 clusters Score -1.956904e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -19569108.000000 Penalty: 6020.892578
	Iteration 42Q: 3 clusters Score -1.956911e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150563 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -19569114.000000 Penalty: 6020.892578
	Iteration 43Q: 3 clusters Score -1.956911e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151254 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -19569196.000000 Penalty: 6020.892578
	Iteration 44Q: 3 clusters Score -1.95692e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151939 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -19569270.000000 Penalty: 6020.892578
	Iteration 45Q: 3 clusters Score -1.956927e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152589 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -19569276.000000 Penalty: 6020.892578
	Iteration 46Q: 3 clusters Score -1.956928e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153245 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -19569302.000000 Penalty: 6020.892578
	Iteration 47Q: 3 clusters Score -1.95693e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -19569350.000000 Penalty: 6020.892578
	Iteration 48Q: 3 clusters Score -1.956935e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154541 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -19569476.000000 Penalty: 6020.892578
	Iteration 49Q: 3 clusters Score -1.956948e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -19569482.000000 Penalty: 6020.892578
	Iteration 50Q: 3 clusters Score -1.956948e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155820 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -19569636.000000 Penalty: 6020.892578
	Iteration 51Q: 3 clusters Score -1.956964e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156474 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -19569718.000000 Penalty: 6020.892578
	Iteration 52Q: 3 clusters Score -1.956972e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -19569828.000000 Penalty: 6020.892578
	Iteration 53Q: 3 clusters Score -1.956983e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157783 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -19569976.000000 Penalty: 6020.892578
	Iteration 54Q: 3 clusters Score -1.956998e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -19570038.000000 Penalty: 6020.892578
	Iteration 55Q: 3 clusters Score -1.957004e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159151 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -19570224.000000 Penalty: 6020.892578
	Iteration 56Q: 3 clusters Score -1.957022e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159876 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -19570404.000000 Penalty: 6020.892578
	Iteration 57Q: 3 clusters Score -1.95704e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160620 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -19570496.000000 Penalty: 6020.892578
	Iteration 58Q: 3 clusters Score -1.95705e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161306 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -19570592.000000 Penalty: 6020.892578
	Iteration 59Q: 3 clusters Score -1.957059e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161987 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -19570724.000000 Penalty: 6020.892578
	Iteration 60F: 3 clusters Score -1.957072e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162672 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -19570872.000000 Penalty: 6020.892578
	Iteration 61Q: 3 clusters Score -1.957087e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163368 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -19571032.000000 Penalty: 6020.892578
	Iteration 62Q: 3 clusters Score -1.957103e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164037 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -19571114.000000 Penalty: 6020.892578
	Iteration 63Q: 3 clusters Score -1.957111e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164687 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -19571304.000000 Penalty: 6020.892578
	Iteration 64Q: 3 clusters Score -1.95713e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165293 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -19571434.000000 Penalty: 6020.892578
	Iteration 65Q: 3 clusters Score -1.957143e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -19571556.000000 Penalty: 6020.892578
	Iteration 66Q: 3 clusters Score -1.957156e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -19571680.000000 Penalty: 6020.892578
	Iteration 67Q: 3 clusters Score -1.957168e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -19571798.000000 Penalty: 6020.892578
	Iteration 68Q: 3 clusters Score -1.95718e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -19571986.000000 Penalty: 6020.892578
	Iteration 69Q: 3 clusters Score -1.957199e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168368 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -19572184.000000 Penalty: 6020.892578
	Iteration 70Q: 3 clusters Score -1.957218e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -19572286.000000 Penalty: 6020.892578
	Iteration 71Q: 3 clusters Score -1.957229e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -19572404.000000 Penalty: 6020.892578
	Iteration 72Q: 3 clusters Score -1.95724e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170039 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -19572574.000000 Penalty: 6020.892578
	Iteration 73Q: 3 clusters Score -1.957257e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -19572696.000000 Penalty: 6020.892578
	Iteration 74Q: 3 clusters Score -1.95727e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171119 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -19572798.000000 Penalty: 6020.892578
	Iteration 75Q: 3 clusters Score -1.95728e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -19572812.000000 Penalty: 6020.892578
	Iteration 76Q: 3 clusters Score -1.957281e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172059 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -19572944.000000 Penalty: 6020.892578
	Iteration 77Q: 3 clusters Score -1.957294e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172517 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -19572950.000000 Penalty: 6020.892578
	Iteration 78Q: 3 clusters Score -1.957295e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172967 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -19572998.000000 Penalty: 6020.892578
	Iteration 79Q: 3 clusters Score -1.9573e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -19573068.000000 Penalty: 6020.892578
	Iteration 80F: 3 clusters Score -1.957307e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173842 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -19573190.000000 Penalty: 6020.892578
	Iteration 81Q: 3 clusters Score -1.957319e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174266 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -19573334.000000 Penalty: 6020.892578
	Iteration 82Q: 3 clusters Score -1.957333e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -19573386.000000 Penalty: 6020.892578
	Iteration 83Q: 3 clusters Score -1.957339e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175020 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -19573440.000000 Penalty: 6020.892578
	Iteration 84Q: 3 clusters Score -1.957344e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175359 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -19573498.000000 Penalty: 6020.892578
	Iteration 85Q: 3 clusters Score -1.95735e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175670 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -19573642.000000 Penalty: 6020.892578
	Iteration 86Q: 3 clusters Score -1.957364e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175997 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -19573704.000000 Penalty: 6020.892578
	Iteration 87Q: 3 clusters Score -1.95737e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176292 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -19573734.000000 Penalty: 6020.892578
	Iteration 88Q: 3 clusters Score -1.957373e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176564 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -19573766.000000 Penalty: 6020.892578
	Iteration 89Q: 3 clusters Score -1.957377e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176840 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -19573854.000000 Penalty: 6020.892578
	Iteration 90Q: 3 clusters Score -1.957385e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177117 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -19573920.000000 Penalty: 6020.892578
	Iteration 91Q: 3 clusters Score -1.957392e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177366 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -19573934.000000 Penalty: 6020.892578
	Iteration 92Q: 3 clusters Score -1.957393e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -19573942.000000 Penalty: 6020.892578
	Iteration 93Q: 3 clusters Score -1.957394e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177772 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -19573964.000000 Penalty: 6020.892578
	Iteration 94Q: 3 clusters Score -1.957396e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -19574032.000000 Penalty: 6020.892578
	Iteration 95Q: 3 clusters Score -1.957403e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178122 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -19574016.000000 Penalty: 6020.892578
	Iteration 96Q: 3 clusters Score -1.957402e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178276 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -19573996.000000 Penalty: 6020.892578
	Iteration 97Q: 3 clusters Score -1.9574e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -19574012.000000 Penalty: 6020.892578
	Iteration 98Q: 3 clusters Score -1.957401e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178558 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -19574060.000000 Penalty: 6020.892578
	Iteration 99Q: 3 clusters Score -1.957406e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178701 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -19574068.000000 Penalty: 6020.892578
	Iteration 100F: 3 clusters Score -1.957407e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178837 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -19574046.000000 Penalty: 6020.892578
	Iteration 101Q: 3 clusters Score -1.957405e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178971 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -19574036.000000 Penalty: 6020.892578
	Iteration 102Q: 3 clusters Score -1.957404e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -19574070.000000 Penalty: 6020.892578
	Iteration 103Q: 3 clusters Score -1.957407e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179247 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -19574134.000000 Penalty: 6020.892578
	Iteration 104Q: 3 clusters Score -1.957413e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179367 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -19574082.000000 Penalty: 6020.892578
	Iteration 105Q: 3 clusters Score -1.957408e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179472 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -19574116.000000 Penalty: 6020.892578
	Iteration 106Q: 3 clusters Score -1.957412e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179585 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -19574078.000000 Penalty: 6020.892578
	Iteration 107Q: 3 clusters Score -1.957408e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179686 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -19574130.000000 Penalty: 6020.892578
	Iteration 108Q: 3 clusters Score -1.957413e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179776 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -19574152.000000 Penalty: 6020.892578
	Iteration 109Q: 3 clusters Score -1.957415e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179860 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -19574142.000000 Penalty: 6020.892578
	Iteration 110Q: 3 clusters Score -1.957414e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179948 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -19574160.000000 Penalty: 6020.892578
	Iteration 111Q: 3 clusters Score -1.957416e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180029 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -19574194.000000 Penalty: 6020.892578
	Iteration 112Q: 3 clusters Score -1.957419e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180101 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -19574188.000000 Penalty: 6020.892578
	Iteration 113Q: 3 clusters Score -1.957419e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180177 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -19574158.000000 Penalty: 6020.892578
	Iteration 114Q: 3 clusters Score -1.957416e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180260 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -19574192.000000 Penalty: 6020.892578
	Iteration 115Q: 3 clusters Score -1.957419e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180333 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -19574208.000000 Penalty: 6020.892578
	Iteration 116Q: 3 clusters Score -1.957421e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180403 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -19574226.000000 Penalty: 6020.892578
	Iteration 117Q: 3 clusters Score -1.957423e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180475 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -19574252.000000 Penalty: 6020.892578
	Iteration 118Q: 3 clusters Score -1.957425e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180541 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -19574274.000000 Penalty: 6020.892578
	Iteration 119Q: 3 clusters Score -1.957427e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180596 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -19574240.000000 Penalty: 6020.892578
	Iteration 120F: 3 clusters Score -1.957424e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180650 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -19574230.000000 Penalty: 6020.892578
	Iteration 121Q: 3 clusters Score -1.957423e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180709 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -19574218.000000 Penalty: 6020.892578
	Iteration 122Q: 3 clusters Score -1.957422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180755 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -19574260.000000 Penalty: 6020.892578
	Iteration 123Q: 3 clusters Score -1.957426e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180794 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -19574260.000000 Penalty: 6020.892578
	Iteration 124Q: 3 clusters Score -1.957426e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180833 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -19574236.000000 Penalty: 6020.892578
	Iteration 125Q: 3 clusters Score -1.957424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180870 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -19574254.000000 Penalty: 6020.892578
	Iteration 126Q: 3 clusters Score -1.957425e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180894 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -19574280.000000 Penalty: 6020.892578
	Iteration 127Q: 3 clusters Score -1.957428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180917 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -19574282.000000 Penalty: 6020.892578
	Iteration 128Q: 3 clusters Score -1.957428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180933 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -19574280.000000 Penalty: 6020.892578
	Iteration 129Q: 3 clusters Score -1.957428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180959 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -19574272.000000 Penalty: 6020.892578
	Iteration 130Q: 3 clusters Score -1.957427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180979 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -19574260.000000 Penalty: 6020.892578
	Iteration 131Q: 3 clusters Score -1.957426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180996 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -19574232.000000 Penalty: 6020.892578
	Iteration 132Q: 3 clusters Score -1.957423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181005 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -19574238.000000 Penalty: 6020.892578
	Iteration 133Q: 3 clusters Score -1.957424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181018 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -19574246.000000 Penalty: 6020.892578
	Iteration 134Q: 3 clusters Score -1.957425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181033 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -19574236.000000 Penalty: 6020.892578
	Iteration 135Q: 3 clusters Score -1.957424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181043 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -19574240.000000 Penalty: 6020.892578
	Iteration 136Q: 3 clusters Score -1.957424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181064 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -19574264.000000 Penalty: 6020.892578
	Iteration 137Q: 3 clusters Score -1.957426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181094 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -19574244.000000 Penalty: 6020.892578
	Iteration 138Q: 3 clusters Score -1.957424e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181119 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -19574226.000000 Penalty: 6020.892578
	Iteration 139Q: 3 clusters Score -1.957423e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181163 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -19574232.000000 Penalty: 6020.892578
	Iteration 140F: 3 clusters Score -1.957423e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181202 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -19574234.000000 Penalty: 6020.892578
	Iteration 141Q: 3 clusters Score -1.957423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181232 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -19574246.000000 Penalty: 6020.892578
	Iteration 142Q: 3 clusters Score -1.957425e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181269 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -19574240.000000 Penalty: 6020.892578
	Iteration 143Q: 3 clusters Score -1.957424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -19574236.000000 Penalty: 6020.892578
	Iteration 144Q: 3 clusters Score -1.957424e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181353 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -19574252.000000 Penalty: 6020.892578
	Iteration 145Q: 3 clusters Score -1.957425e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181392 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -19574268.000000 Penalty: 6020.892578
	Iteration 146Q: 3 clusters Score -1.957427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181431 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -19574276.000000 Penalty: 6020.892578
	Iteration 147Q: 3 clusters Score -1.957428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181468 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -19574278.000000 Penalty: 6020.892578
	Iteration 148Q: 3 clusters Score -1.957428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181504 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -19574254.000000 Penalty: 6020.892578
	Iteration 149Q: 3 clusters Score -1.957425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181534 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -19574266.000000 Penalty: 6020.892578
	Iteration 150Q: 3 clusters Score -1.957427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181555 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -19574248.000000 Penalty: 6020.892578
	Iteration 151Q: 3 clusters Score -1.957425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181568 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -19574250.000000 Penalty: 6020.892578
	Iteration 152Q: 3 clusters Score -1.957425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181586 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -19574238.000000 Penalty: 6020.892578
	Iteration 153Q: 3 clusters Score -1.957424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181597 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -19574242.000000 Penalty: 6020.892578
	Iteration 154Q: 3 clusters Score -1.957424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181609 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -19574240.000000 Penalty: 6020.892578
	Iteration 155Q: 3 clusters Score -1.957424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181620 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -19574252.000000 Penalty: 6020.892578
	Iteration 156Q: 3 clusters Score -1.957425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181628 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -19574250.000000 Penalty: 6020.892578
	Iteration 157Q: 3 clusters Score -1.957425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181630 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -19574244.000000 Penalty: 6020.892578
	Iteration 158Q: 3 clusters Score -1.957424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181632 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -19574246.000000 Penalty: 6020.892578
	Iteration 159Q: 3 clusters Score -1.957425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181634 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -19574242.000000 Penalty: 6020.892578
	Iteration 160F: 3 clusters Score -1.957424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Entering Unmasked Estep 
Score: -3104325.000000 Penalty: 2552.872070
	Iteration 0F: 2 clusters Score -3104325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3084048.000000 Penalty: 5105.744141
	Iteration 0F: 3 clusters Score -3084048 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3091435.250000 Penalty: 5105.744141
	Iteration 1F: 3 clusters Score -3091435 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -3092194.500000 Penalty: 5105.744141
	Iteration 2F: 3 clusters Score -3092194 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3093099.250000 Penalty: 5105.744141
	Iteration 3F: 3 clusters Score -3093099 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3094329.250000 Penalty: 5105.744141
	Iteration 4F: 3 clusters Score -3094329 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3095798.500000 Penalty: 5105.744141
	Iteration 5F: 3 clusters Score -3095798 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3097343.500000 Penalty: 5105.744141
	Iteration 6F: 3 clusters Score -3097344 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3098616.250000 Penalty: 5105.744141
	Iteration 7F: 3 clusters Score -3098616 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3099388.000000 Penalty: 5105.744141
	Iteration 8Q: 3 clusters Score -3099388 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3099872.500000 Penalty: 5105.744141
	Iteration 9Q: 3 clusters Score -3099872 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3100130.250000 Penalty: 5105.744141
	Iteration 10Q: 3 clusters Score -3100130 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3100321.750000 Penalty: 5105.744141
	Iteration 11Q: 3 clusters Score -3100322 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3100498.250000 Penalty: 5105.744141
	Iteration 12Q: 3 clusters Score -3100498 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3100649.250000 Penalty: 5105.744141
	Iteration 13Q: 3 clusters Score -3100649 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -3100846.000000 Penalty: 5105.744141
	Iteration 14Q: 3 clusters Score -3100846 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -3101031.250000 Penalty: 5105.744141
	Iteration 15Q: 3 clusters Score -3101031 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3101244.000000 Penalty: 5105.744141
	Iteration 16Q: 3 clusters Score -3101244 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3101430.750000 Penalty: 5105.744141
	Iteration 17Q: 3 clusters Score -3101431 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3101668.250000 Penalty: 5105.744141
	Iteration 18Q: 3 clusters Score -3101668 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3101850.250000 Penalty: 5105.744141
	Iteration 19Q: 3 clusters Score -3101850 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3102014.000000 Penalty: 5105.744141
	Iteration 20F: 3 clusters Score -3102014 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -3102127.000000 Penalty: 5105.744141
	Iteration 21Q: 3 clusters Score -3102127 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -3102195.000000 Penalty: 5105.744141
	Iteration 22Q: 3 clusters Score -3102195 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3102254.250000 Penalty: 5105.744141
	Iteration 23Q: 3 clusters Score -3102254 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3102301.750000 Penalty: 5105.744141
	Iteration 24Q: 3 clusters Score -3102302 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3102331.000000 Penalty: 5105.744141
	Iteration 25Q: 3 clusters Score -3102331 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3102347.250000 Penalty: 5105.744141
	Iteration 26Q: 3 clusters Score -3102347 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3102384.500000 Penalty: 5105.744141
	Iteration 27Q: 3 clusters Score -3102384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -3102407.500000 Penalty: 5105.744141
	Iteration 28Q: 3 clusters Score -3102408 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3102414.750000 Penalty: 5105.744141
	Iteration 29Q: 3 clusters Score -3102415 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3102436.750000 Penalty: 5105.744141
	Iteration 30Q: 3 clusters Score -3102437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3102447.500000 Penalty: 5105.744141
	Iteration 31Q: 3 clusters Score -3102448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3102448.000000 Penalty: 5105.744141
	Iteration 32Q: 3 clusters Score -3102448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -3102457.250000 Penalty: 5105.744141
	Iteration 33Q: 3 clusters Score -3102457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3102465.750000 Penalty: 5105.744141
	Iteration 34Q: 3 clusters Score -3102466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3102474.750000 Penalty: 5105.744141
	Iteration 35Q: 3 clusters Score -3102475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3102479.000000 Penalty: 5105.744141
	Iteration 36Q: 3 clusters Score -3102479 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3102491.750000 Penalty: 5105.744141
	Iteration 37Q: 3 clusters Score -3102492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3102493.000000 Penalty: 5105.744141
	Iteration 38Q: 3 clusters Score -3102493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3102495.250000 Penalty: 5105.744141
	Iteration 39Q: 3 clusters Score -3102495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3102489.500000 Penalty: 5105.744141
	Iteration 40F: 3 clusters Score -3102490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3102499.000000 Penalty: 5105.744141
	Iteration 41Q: 3 clusters Score -3102499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3102504.750000 Penalty: 5105.744141
	Iteration 42Q: 3 clusters Score -3102505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3102508.000000 Penalty: 5105.744141
	Iteration 43Q: 3 clusters Score -3102508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3102512.000000 Penalty: 5105.744141
	Iteration 44Q: 3 clusters Score -3102512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3102512.750000 Penalty: 5105.744141
	Iteration 45Q: 3 clusters Score -3102513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3102510.750000 Penalty: 5105.744141
	Iteration 46Q: 3 clusters Score -3102511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3102508.500000 Penalty: 5105.744141
	Iteration 47Q: 3 clusters Score -3102508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3102506.000000 Penalty: 5105.744141
	Iteration 48Q: 3 clusters Score -3102506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3102504.250000 Penalty: 5105.744141
	Iteration 49Q: 3 clusters Score -3102504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3102512.750000 Penalty: 5105.744141
	Iteration 50Q: 3 clusters Score -3102513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3102514.500000 Penalty: 5105.744141
	Iteration 51Q: 3 clusters Score -3102514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3102521.500000 Penalty: 5105.744141
	Iteration 52Q: 3 clusters Score -3102522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3102515.500000 Penalty: 5105.744141
	Iteration 53Q: 3 clusters Score -3102516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3102516.500000 Penalty: 5105.744141
	Iteration 54Q: 3 clusters Score -3102516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3102517.000000 Penalty: 5105.744141
	Iteration 55Q: 3 clusters Score -3102517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3102515.250000 Penalty: 5105.744141
	Iteration 56Q: 3 clusters Score -3102515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3102510.000000 Penalty: 5105.744141
	Iteration 57Q: 3 clusters Score -3102510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3102513.500000 Penalty: 5105.744141
	Iteration 58Q: 3 clusters Score -3102514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3102513.000000 Penalty: 5105.744141
	Iteration 59Q: 3 clusters Score -3102513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3102513.500000 Penalty: 5105.744141
	Iteration 60F: 3 clusters Score -3102514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3102510.000000 Penalty: 5105.744141
	Iteration 61Q: 3 clusters Score -3102510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3102510.000000 Penalty: 5105.744141
	Iteration 62F: 3 clusters Score -3102510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Entering Unmasked Estep 
Score: -3909557.250000 Penalty: 2615.166504
	Iteration 0F: 2 clusters Score -3909557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3883665.750000 Penalty: 5230.333008
	Iteration 0F: 3 clusters Score -3883666 nChanged 17415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3893119.250000 Penalty: 5230.333008
	Iteration 1F: 3 clusters Score -3893119 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3893491.250000 Penalty: 5230.333008
	Iteration 2Q: 3 clusters Score -3893491 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3893817.250000 Penalty: 5230.333008
	Iteration 3Q: 3 clusters Score -3893817 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3894115.000000 Penalty: 5230.333008
	Iteration 4Q: 3 clusters Score -3894115 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3894407.000000 Penalty: 5230.333008
	Iteration 5Q: 3 clusters Score -3894407 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3894654.000000 Penalty: 5230.333008
	Iteration 6Q: 3 clusters Score -3894654 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3894891.000000 Penalty: 5230.333008
	Iteration 7Q: 3 clusters Score -3894891 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3895170.750000 Penalty: 5230.333008
	Iteration 8Q: 3 clusters Score -3895171 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3895492.000000 Penalty: 5230.333008
	Iteration 9Q: 3 clusters Score -3895492 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3895902.000000 Penalty: 5230.333008
	Iteration 10Q: 3 clusters Score -3895902 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3896481.750000 Penalty: 5230.333008
	Iteration 11Q: 3 clusters Score -3896482 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3897249.000000 Penalty: 5230.333008
	Iteration 12Q: 3 clusters Score -3897249 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3898223.250000 Penalty: 5230.333008
	Iteration 13Q: 3 clusters Score -3898223 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3899367.500000 Penalty: 5230.333008
	Iteration 14Q: 3 clusters Score -3899368 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3900462.250000 Penalty: 5230.333008
	Iteration 15Q: 3 clusters Score -3900462 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3901174.500000 Penalty: 5230.333008
	Iteration 16Q: 3 clusters Score -3901174 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3901618.000000 Penalty: 5230.333008
	Iteration 17Q: 3 clusters Score -3901618 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3901931.750000 Penalty: 5230.333008
	Iteration 18Q: 3 clusters Score -3901932 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3902184.750000 Penalty: 5230.333008
	Iteration 19Q: 3 clusters Score -3902185 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3902444.250000 Penalty: 5230.333008
	Iteration 20F: 3 clusters Score -3902444 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3902743.500000 Penalty: 5230.333008
	Iteration 21Q: 3 clusters Score -3902744 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -3903172.000000 Penalty: 5230.333008
	Iteration 22Q: 3 clusters Score -3903172 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -3903644.500000 Penalty: 5230.333008
	Iteration 23Q: 3 clusters Score -3903644 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -3904172.500000 Penalty: 5230.333008
	Iteration 24Q: 3 clusters Score -3904172 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -3904728.750000 Penalty: 5230.333008
	Iteration 25Q: 3 clusters Score -3904729 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3905257.500000 Penalty: 5230.333008
	Iteration 26Q: 3 clusters Score -3905258 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3905675.500000 Penalty: 5230.333008
	Iteration 27Q: 3 clusters Score -3905676 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3905949.750000 Penalty: 5230.333008
	Iteration 28Q: 3 clusters Score -3905950 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3906169.000000 Penalty: 5230.333008
	Iteration 29Q: 3 clusters Score -3906169 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3906347.000000 Penalty: 5230.333008
	Iteration 30Q: 3 clusters Score -3906347 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3906504.750000 Penalty: 5230.333008
	Iteration 31Q: 3 clusters Score -3906505 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3906632.000000 Penalty: 5230.333008
	Iteration 32Q: 3 clusters Score -3906632 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3906788.250000 Penalty: 5230.333008
	Iteration 33Q: 3 clusters Score -3906788 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3906896.000000 Penalty: 5230.333008
	Iteration 34Q: 3 clusters Score -3906896 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3906997.750000 Penalty: 5230.333008
	Iteration 35Q: 3 clusters Score -3906998 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3907068.750000 Penalty: 5230.333008
	Iteration 36Q: 3 clusters Score -3907069 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3907136.000000 Penalty: 5230.333008
	Iteration 37Q: 3 clusters Score -3907136 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3907197.250000 Penalty: 5230.333008
	Iteration 38Q: 3 clusters Score -3907197 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3907257.750000 Penalty: 5230.333008
	Iteration 39Q: 3 clusters Score -3907258 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3907299.000000 Penalty: 5230.333008
	Iteration 40F: 3 clusters Score -3907299 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3907332.250000 Penalty: 5230.333008
	Iteration 41Q: 3 clusters Score -3907332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3907347.000000 Penalty: 5230.333008
	Iteration 42Q: 3 clusters Score -3907347 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3907362.250000 Penalty: 5230.333008
	Iteration 43Q: 3 clusters Score -3907362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3907376.000000 Penalty: 5230.333008
	Iteration 44Q: 3 clusters Score -3907376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3907388.000000 Penalty: 5230.333008
	Iteration 45Q: 3 clusters Score -3907388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3907397.500000 Penalty: 5230.333008
	Iteration 46Q: 3 clusters Score -3907398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3907413.500000 Penalty: 5230.333008
	Iteration 47Q: 3 clusters Score -3907414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3907424.750000 Penalty: 5230.333008
	Iteration 48Q: 3 clusters Score -3907425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3907431.000000 Penalty: 5230.333008
	Iteration 49Q: 3 clusters Score -3907431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3907450.000000 Penalty: 5230.333008
	Iteration 50Q: 3 clusters Score -3907450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3907463.000000 Penalty: 5230.333008
	Iteration 51Q: 3 clusters Score -3907463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3907469.250000 Penalty: 5230.333008
	Iteration 52Q: 3 clusters Score -3907469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3907470.500000 Penalty: 5230.333008
	Iteration 53Q: 3 clusters Score -3907470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3907482.000000 Penalty: 5230.333008
	Iteration 54Q: 3 clusters Score -3907482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3907495.500000 Penalty: 5230.333008
	Iteration 55Q: 3 clusters Score -3907496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3907501.500000 Penalty: 5230.333008
	Iteration 56Q: 3 clusters Score -3907502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3907504.500000 Penalty: 5230.333008
	Iteration 57Q: 3 clusters Score -3907504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3907516.250000 Penalty: 5230.333008
	Iteration 58Q: 3 clusters Score -3907516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3907517.000000 Penalty: 5230.333008
	Iteration 59Q: 3 clusters Score -3907517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3907524.750000 Penalty: 5230.333008
	Iteration 60F: 3 clusters Score -3907525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3907534.500000 Penalty: 5230.333008
	Iteration 61Q: 3 clusters Score -3907534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3907535.500000 Penalty: 5230.333008
	Iteration 62Q: 3 clusters Score -3907536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3907540.500000 Penalty: 5230.333008
	Iteration 63Q: 3 clusters Score -3907540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3907540.750000 Penalty: 5230.333008
	Iteration 64Q: 3 clusters Score -3907541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3907544.750000 Penalty: 5230.333008
	Iteration 65Q: 3 clusters Score -3907545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3907541.000000 Penalty: 5230.333008
	Iteration 66Q: 3 clusters Score -3907541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3907542.000000 Penalty: 5230.333008
	Iteration 67Q: 3 clusters Score -3907542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3907549.500000 Penalty: 5230.333008
	Iteration 68Q: 3 clusters Score -3907550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3907553.750000 Penalty: 5230.333008
	Iteration 69Q: 3 clusters Score -3907554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3907548.250000 Penalty: 5230.333008
	Iteration 70Q: 3 clusters Score -3907548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3907546.250000 Penalty: 5230.333008
	Iteration 71Q: 3 clusters Score -3907546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3907551.500000 Penalty: 5230.333008
	Iteration 72Q: 3 clusters Score -3907552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3907552.750000 Penalty: 5230.333008
	Iteration 73Q: 3 clusters Score -3907553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3907555.250000 Penalty: 5230.333008
	Iteration 74Q: 3 clusters Score -3907555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3907555.500000 Penalty: 5230.333008
	Iteration 75Q: 3 clusters Score -3907556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3907559.750000 Penalty: 5230.333008
	Iteration 76Q: 3 clusters Score -3907560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3907558.750000 Penalty: 5230.333008
	Iteration 77Q: 3 clusters Score -3907559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3907567.000000 Penalty: 5230.333008
	Iteration 78Q: 3 clusters Score -3907567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3907567.000000 Penalty: 5230.333008
	Iteration 79Q: 3 clusters Score -3907567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3907570.250000 Penalty: 5230.333008
	Iteration 80F: 3 clusters Score -3907570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3907568.750000 Penalty: 5230.333008
	Iteration 81Q: 3 clusters Score -3907569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3907567.250000 Penalty: 5230.333008
	Iteration 82Q: 3 clusters Score -3907567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3907569.750000 Penalty: 5230.333008
	Iteration 83Q: 3 clusters Score -3907570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3907569.000000 Penalty: 5230.333008
	Iteration 84Q: 3 clusters Score -3907569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3907569.000000 Penalty: 5230.333008
	Iteration 85F: 3 clusters Score -3907569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Entering Unmasked Estep 
Score: -1575590.500000 Penalty: 2380.400146
	Iteration 0F: 2 clusters Score -1575590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1564767.875000 Penalty: 4760.800293
	Iteration 0F: 3 clusters Score -1564768 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1568197.500000 Penalty: 4760.800293
	Iteration 1F: 3 clusters Score -1568198 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1568501.500000 Penalty: 4760.800293
	Iteration 2F: 3 clusters Score -1568502 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1568685.625000 Penalty: 4760.800293
	Iteration 3Q: 3 clusters Score -1568686 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1568821.250000 Penalty: 4760.800293
	Iteration 4Q: 3 clusters Score -1568821 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1568926.250000 Penalty: 4760.800293
	Iteration 5Q: 3 clusters Score -1568926 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1568998.250000 Penalty: 4760.800293
	Iteration 6Q: 3 clusters Score -1568998 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1569063.625000 Penalty: 4760.800293
	Iteration 7Q: 3 clusters Score -1569064 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1569130.250000 Penalty: 4760.800293
	Iteration 8Q: 3 clusters Score -1569130 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1569181.375000 Penalty: 4760.800293
	Iteration 9Q: 3 clusters Score -1569181 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1569253.875000 Penalty: 4760.800293
	Iteration 10Q: 3 clusters Score -1569254 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1569317.000000 Penalty: 4760.800293
	Iteration 11Q: 3 clusters Score -1569317 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1569389.250000 Penalty: 4760.800293
	Iteration 12Q: 3 clusters Score -1569389 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1569470.750000 Penalty: 4760.800293
	Iteration 13Q: 3 clusters Score -1569471 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1569560.000000 Penalty: 4760.800293
	Iteration 14Q: 3 clusters Score -1569560 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1569690.250000 Penalty: 4760.800293
	Iteration 15Q: 3 clusters Score -1569690 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1569879.125000 Penalty: 4760.800293
	Iteration 16Q: 3 clusters Score -1569879 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1570141.250000 Penalty: 4760.800293
	Iteration 17Q: 3 clusters Score -1570141 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1570497.125000 Penalty: 4760.800293
	Iteration 18Q: 3 clusters Score -1570497 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1570920.750000 Penalty: 4760.800293
	Iteration 19Q: 3 clusters Score -1570921 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1571405.125000 Penalty: 4760.800293
	Iteration 20F: 3 clusters Score -1571405 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1571981.875000 Penalty: 4760.800293
	Iteration 21Q: 3 clusters Score -1571982 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1572481.125000 Penalty: 4760.800293
	Iteration 22Q: 3 clusters Score -1572481 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1572867.125000 Penalty: 4760.800293
	Iteration 23Q: 3 clusters Score -1572867 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1573098.875000 Penalty: 4760.800293
	Iteration 24Q: 3 clusters Score -1573099 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1573249.875000 Penalty: 4760.800293
	Iteration 25Q: 3 clusters Score -1573250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1573356.625000 Penalty: 4760.800293
	Iteration 26Q: 3 clusters Score -1573357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1573426.125000 Penalty: 4760.800293
	Iteration 27Q: 3 clusters Score -1573426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1573459.375000 Penalty: 4760.800293
	Iteration 28Q: 3 clusters Score -1573459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1573483.250000 Penalty: 4760.800293
	Iteration 29Q: 3 clusters Score -1573483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1573506.000000 Penalty: 4760.800293
	Iteration 30Q: 3 clusters Score -1573506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1573524.125000 Penalty: 4760.800293
	Iteration 31Q: 3 clusters Score -1573524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1573533.500000 Penalty: 4760.800293
	Iteration 32Q: 3 clusters Score -1573534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1573535.875000 Penalty: 4760.800293
	Iteration 33Q: 3 clusters Score -1573536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1573538.250000 Penalty: 4760.800293
	Iteration 34Q: 3 clusters Score -1573538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1573539.625000 Penalty: 4760.800293
	Iteration 35Q: 3 clusters Score -1573540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1573542.250000 Penalty: 4760.800293
	Iteration 36Q: 3 clusters Score -1573542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1573543.750000 Penalty: 4760.800293
	Iteration 37Q: 3 clusters Score -1573544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1573545.500000 Penalty: 4760.800293
	Iteration 38Q: 3 clusters Score -1573546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1573547.125000 Penalty: 4760.800293
	Iteration 39Q: 3 clusters Score -1573547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1573548.875000 Penalty: 4760.800293
	Iteration 40F: 3 clusters Score -1573549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1573549.750000 Penalty: 4760.800293
	Iteration 41Q: 3 clusters Score -1573550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1573549.750000 Penalty: 4760.800293
	Iteration 42F: 3 clusters Score -1573550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (89504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Entering Unmasked Estep 
Score: -9406087.000000 Penalty: 2827.705566
	Iteration 0F: 2 clusters Score -9406087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -9346186.000000 Penalty: 5655.411133
	Iteration 0F: 3 clusters Score -9346186 nChanged 42272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -9370136.000000 Penalty: 5655.411133
	Iteration 1F: 3 clusters Score -9370136 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -9370923.000000 Penalty: 5655.411133
	Iteration 2Q: 3 clusters Score -9370923 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -9371670.000000 Penalty: 5655.411133
	Iteration 3Q: 3 clusters Score -9371670 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -9372636.000000 Penalty: 5655.411133
	Iteration 4Q: 3 clusters Score -9372636 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -9373985.000000 Penalty: 5655.411133
	Iteration 5Q: 3 clusters Score -9373985 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -9376051.000000 Penalty: 5655.411133
	Iteration 6Q: 3 clusters Score -9376051 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -9378972.000000 Penalty: 5655.411133
	Iteration 7F: 3 clusters Score -9378972 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -9382867.000000 Penalty: 5655.411133
	Iteration 8F: 3 clusters Score -9382867 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -9387385.000000 Penalty: 5655.411133
	Iteration 9F: 3 clusters Score -9387385 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -9391445.000000 Penalty: 5655.411133
	Iteration 10F: 3 clusters Score -9391445 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64377 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -9394178.000000 Penalty: 5655.411133
	Iteration 11Q: 3 clusters Score -9394178 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -9395869.000000 Penalty: 5655.411133
	Iteration 12Q: 3 clusters Score -9395869 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -9396927.000000 Penalty: 5655.411133
	Iteration 13Q: 3 clusters Score -9396927 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -9397674.000000 Penalty: 5655.411133
	Iteration 14Q: 3 clusters Score -9397674 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -9398357.000000 Penalty: 5655.411133
	Iteration 15Q: 3 clusters Score -9398357 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -9399029.000000 Penalty: 5655.411133
	Iteration 16Q: 3 clusters Score -9399029 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -9399609.000000 Penalty: 5655.411133
	Iteration 17Q: 3 clusters Score -9399609 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -9400159.000000 Penalty: 5655.411133
	Iteration 18Q: 3 clusters Score -9400159 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -9400538.000000 Penalty: 5655.411133
	Iteration 19Q: 3 clusters Score -9400538 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -9401015.000000 Penalty: 5655.411133
	Iteration 20F: 3 clusters Score -9401015 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -9401382.000000 Penalty: 5655.411133
	Iteration 21Q: 3 clusters Score -9401382 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -9401709.000000 Penalty: 5655.411133
	Iteration 22Q: 3 clusters Score -9401709 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -9401988.000000 Penalty: 5655.411133
	Iteration 23Q: 3 clusters Score -9401988 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80841 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -9402281.000000 Penalty: 5655.411133
	Iteration 24Q: 3 clusters Score -9402281 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -9402547.000000 Penalty: 5655.411133
	Iteration 25Q: 3 clusters Score -9402547 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -9402752.000000 Penalty: 5655.411133
	Iteration 26Q: 3 clusters Score -9402752 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -9403005.000000 Penalty: 5655.411133
	Iteration 27Q: 3 clusters Score -9403005 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -9403216.000000 Penalty: 5655.411133
	Iteration 28Q: 3 clusters Score -9403216 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -9403346.000000 Penalty: 5655.411133
	Iteration 29Q: 3 clusters Score -9403346 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -9403495.000000 Penalty: 5655.411133
	Iteration 30Q: 3 clusters Score -9403495 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84831 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -9403635.000000 Penalty: 5655.411133
	Iteration 31Q: 3 clusters Score -9403635 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -9403737.000000 Penalty: 5655.411133
	Iteration 32Q: 3 clusters Score -9403737 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85469 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -9403826.000000 Penalty: 5655.411133
	Iteration 33Q: 3 clusters Score -9403826 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85713 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -9403873.000000 Penalty: 5655.411133
	Iteration 34Q: 3 clusters Score -9403873 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -9403890.000000 Penalty: 5655.411133
	Iteration 35Q: 3 clusters Score -9403890 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -9403958.000000 Penalty: 5655.411133
	Iteration 36Q: 3 clusters Score -9403958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9403983.000000 Penalty: 5655.411133
	Iteration 37Q: 3 clusters Score -9403983 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -9403996.000000 Penalty: 5655.411133
	Iteration 38Q: 3 clusters Score -9403996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -9404027.000000 Penalty: 5655.411133
	Iteration 39Q: 3 clusters Score -9404027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9404046.000000 Penalty: 5655.411133
	Iteration 40F: 3 clusters Score -9404046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9404090.000000 Penalty: 5655.411133
	Iteration 41Q: 3 clusters Score -9404090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9404111.000000 Penalty: 5655.411133
	Iteration 42Q: 3 clusters Score -9404111 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86790 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -9404128.000000 Penalty: 5655.411133
	Iteration 43Q: 3 clusters Score -9404128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9404143.000000 Penalty: 5655.411133
	Iteration 44Q: 3 clusters Score -9404143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9404178.000000 Penalty: 5655.411133
	Iteration 45Q: 3 clusters Score -9404178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9404176.000000 Penalty: 5655.411133
	Iteration 46Q: 3 clusters Score -9404176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9404179.000000 Penalty: 5655.411133
	Iteration 47Q: 3 clusters Score -9404179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9404195.000000 Penalty: 5655.411133
	Iteration 48Q: 3 clusters Score -9404195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9404197.000000 Penalty: 5655.411133
	Iteration 49Q: 3 clusters Score -9404197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9404209.000000 Penalty: 5655.411133
	Iteration 50Q: 3 clusters Score -9404209 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -9404234.000000 Penalty: 5655.411133
	Iteration 51Q: 3 clusters Score -9404234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9404232.000000 Penalty: 5655.411133
	Iteration 52Q: 3 clusters Score -9404232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9404235.000000 Penalty: 5655.411133
	Iteration 53Q: 3 clusters Score -9404235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9404236.000000 Penalty: 5655.411133
	Iteration 54Q: 3 clusters Score -9404236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9404242.000000 Penalty: 5655.411133
	Iteration 55Q: 3 clusters Score -9404242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -9404246.000000 Penalty: 5655.411133
	Iteration 56Q: 3 clusters Score -9404246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -9404258.000000 Penalty: 5655.411133
	Iteration 57Q: 3 clusters Score -9404258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9404266.000000 Penalty: 5655.411133
	Iteration 58Q: 3 clusters Score -9404266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87337 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9404255.000000 Penalty: 5655.411133
	Iteration 59Q: 3 clusters Score -9404255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87357 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9404258.000000 Penalty: 5655.411133
	Iteration 60F: 3 clusters Score -9404258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9404252.000000 Penalty: 5655.411133
	Iteration 61Q: 3 clusters Score -9404252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9404266.000000 Penalty: 5655.411133
	Iteration 62Q: 3 clusters Score -9404266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9404255.000000 Penalty: 5655.411133
	Iteration 63Q: 3 clusters Score -9404255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9404267.000000 Penalty: 5655.411133
	Iteration 64Q: 3 clusters Score -9404267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87418 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9404265.000000 Penalty: 5655.411133
	Iteration 65Q: 3 clusters Score -9404265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9404268.000000 Penalty: 5655.411133
	Iteration 66Q: 3 clusters Score -9404268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9404270.000000 Penalty: 5655.411133
	Iteration 67Q: 3 clusters Score -9404270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9404300.000000 Penalty: 5655.411133
	Iteration 68Q: 3 clusters Score -9404300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9404307.000000 Penalty: 5655.411133
	Iteration 69Q: 3 clusters Score -9404307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9404291.000000 Penalty: 5655.411133
	Iteration 70Q: 3 clusters Score -9404291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9404293.000000 Penalty: 5655.411133
	Iteration 71Q: 3 clusters Score -9404293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87535 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9404300.000000 Penalty: 5655.411133
	Iteration 72Q: 3 clusters Score -9404300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9404294.000000 Penalty: 5655.411133
	Iteration 73Q: 3 clusters Score -9404294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9404290.000000 Penalty: 5655.411133
	Iteration 74Q: 3 clusters Score -9404290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87575 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9404290.000000 Penalty: 5655.411133
	Iteration 75Q: 3 clusters Score -9404290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87587 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9404291.000000 Penalty: 5655.411133
	Iteration 76Q: 3 clusters Score -9404291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87600 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9404293.000000 Penalty: 5655.411133
	Iteration 77Q: 3 clusters Score -9404293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9404302.000000 Penalty: 5655.411133
	Iteration 78Q: 3 clusters Score -9404302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -9404304.000000 Penalty: 5655.411133
	Iteration 79Q: 3 clusters Score -9404304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9404305.000000 Penalty: 5655.411133
	Iteration 80F: 3 clusters Score -9404305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9404306.000000 Penalty: 5655.411133
	Iteration 81Q: 3 clusters Score -9404306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9404312.000000 Penalty: 5655.411133
	Iteration 82Q: 3 clusters Score -9404312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9404310.000000 Penalty: 5655.411133
	Iteration 83Q: 3 clusters Score -9404310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87636 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9404307.000000 Penalty: 5655.411133
	Iteration 84Q: 3 clusters Score -9404307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9404309.000000 Penalty: 5655.411133
	Iteration 85Q: 3 clusters Score -9404309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87639 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9404299.000000 Penalty: 5655.411133
	Iteration 86Q: 3 clusters Score -9404299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9404301.000000 Penalty: 5655.411133
	Iteration 87Q: 3 clusters Score -9404301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9404295.000000 Penalty: 5655.411133
	Iteration 88Q: 3 clusters Score -9404295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9404296.000000 Penalty: 5655.411133
	Iteration 89Q: 3 clusters Score -9404296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9404298.000000 Penalty: 5655.411133
	Iteration 90Q: 3 clusters Score -9404298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9404304.000000 Penalty: 5655.411133
	Iteration 91Q: 3 clusters Score -9404304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9404304.000000 Penalty: 5655.411133
	Iteration 92F: 3 clusters Score -9404304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 215861 members 
Mstep: Class 4 contains 25396 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 38371 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12640 members 
Mstep: Class 12 contains 187006 members 
Mstep: Class 15 contains 29550 members 
Mstep: Class 16 contains 37988 members 
Mstep: Class 18 contains 14741 members 
Mstep: Class 19 contains 89504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052024.000000 Penalty: 53300.515625
Iteration 239Q: 17 clusters Score -7.005202e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 215895 members 
Mstep: Class 4 contains 25319 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 38515 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12585 members 
Mstep: Class 12 contains 187122 members 
Mstep: Class 15 contains 29583 members 
Mstep: Class 16 contains 38070 members 
Mstep: Class 18 contains 14751 members 
Mstep: Class 19 contains 89187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051968.000000 Penalty: 53300.515625
Iteration 240F: 17 clusters Score -7.005197e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 215974 members 
Mstep: Class 4 contains 25238 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 38635 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12532 members 
Mstep: Class 12 contains 187265 members 
Mstep: Class 15 contains 29616 members 
Mstep: Class 16 contains 38134 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 88854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052024.000000 Penalty: 53300.515625
Iteration 241Q: 17 clusters Score -7.005202e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 216034 members 
Mstep: Class 4 contains 25170 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 38743 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12486 members 
Mstep: Class 12 contains 187413 members 
Mstep: Class 15 contains 29657 members 
Mstep: Class 16 contains 38189 members 
Mstep: Class 18 contains 14774 members 
Mstep: Class 19 contains 88522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051952.000000 Penalty: 53300.515625
Iteration 242Q: 17 clusters Score -7.005195e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 3 contains 216090 members 
Mstep: Class 4 contains 25100 members 
Mstep: Class 5 contains 4327 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 38853 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12440 members 
Mstep: Class 12 contains 187545 members 
Mstep: Class 15 contains 29707 members 
Mstep: Class 16 contains 38236 members 
Mstep: Class 18 contains 14790 members 
Mstep: Class 19 contains 88194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051880.000000 Penalty: 53300.515625
Iteration 243Q: 17 clusters Score -7.005188e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 216165 members 
Mstep: Class 4 contains 25011 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 38945 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12392 members 
Mstep: Class 12 contains 187670 members 
Mstep: Class 15 contains 29748 members 
Mstep: Class 16 contains 38293 members 
Mstep: Class 18 contains 14801 members 
Mstep: Class 19 contains 87908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051904.000000 Penalty: 53300.515625
Iteration 244Q: 17 clusters Score -7.00519e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 216279 members 
Mstep: Class 4 contains 24907 members 
Mstep: Class 5 contains 4326 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39039 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12333 members 
Mstep: Class 12 contains 187782 members 
Mstep: Class 15 contains 29784 members 
Mstep: Class 16 contains 38363 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 87619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051936.000000 Penalty: 53300.515625
Iteration 245Q: 17 clusters Score -7.005194e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 216362 members 
Mstep: Class 4 contains 24826 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39120 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12267 members 
Mstep: Class 12 contains 187910 members 
Mstep: Class 15 contains 29817 members 
Mstep: Class 16 contains 38435 members 
Mstep: Class 18 contains 14810 members 
Mstep: Class 19 contains 87350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051872.000000 Penalty: 53300.515625
Iteration 246Q: 17 clusters Score -7.005187e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216436 members 
Mstep: Class 4 contains 24732 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39204 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12203 members 
Mstep: Class 12 contains 188028 members 
Mstep: Class 15 contains 29851 members 
Mstep: Class 16 contains 38509 members 
Mstep: Class 18 contains 14817 members 
Mstep: Class 19 contains 87097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051880.000000 Penalty: 53300.515625
Iteration 247Q: 17 clusters Score -7.005188e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216474 members 
Mstep: Class 4 contains 24629 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39311 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12141 members 
Mstep: Class 12 contains 188156 members 
Mstep: Class 15 contains 29884 members 
Mstep: Class 16 contains 38591 members 
Mstep: Class 18 contains 14824 members 
Mstep: Class 19 contains 86844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051824.000000 Penalty: 53300.515625
Iteration 248Q: 17 clusters Score -7.005182e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216531 members 
Mstep: Class 4 contains 24521 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39391 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12078 members 
Mstep: Class 12 contains 188288 members 
Mstep: Class 15 contains 29906 members 
Mstep: Class 16 contains 38685 members 
Mstep: Class 18 contains 14831 members 
Mstep: Class 19 contains 86596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051896.000000 Penalty: 53300.515625
Iteration 249Q: 17 clusters Score -7.00519e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216550 members 
Mstep: Class 4 contains 24431 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39475 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 12022 members 
Mstep: Class 12 contains 188412 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 38773 members 
Mstep: Class 18 contains 14840 members 
Mstep: Class 19 contains 86368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051784.000000 Penalty: 53300.515625
Iteration 250Q: 17 clusters Score -7.005178e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216582 members 
Mstep: Class 4 contains 24338 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39555 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11966 members 
Mstep: Class 12 contains 188548 members 
Mstep: Class 15 contains 29965 members 
Mstep: Class 16 contains 38855 members 
Mstep: Class 18 contains 14850 members 
Mstep: Class 19 contains 86118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051936.000000 Penalty: 53300.515625
Iteration 251Q: 17 clusters Score -7.005194e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216585 members 
Mstep: Class 4 contains 24254 members 
Mstep: Class 5 contains 4346 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39652 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11901 members 
Mstep: Class 12 contains 188697 members 
Mstep: Class 15 contains 30000 members 
Mstep: Class 16 contains 38939 members 
Mstep: Class 18 contains 14850 members 
Mstep: Class 19 contains 85864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051856.000000 Penalty: 53300.515625
Iteration 252Q: 17 clusters Score -7.005186e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216589 members 
Mstep: Class 4 contains 24173 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39731 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11841 members 
Mstep: Class 12 contains 188852 members 
Mstep: Class 15 contains 30039 members 
Mstep: Class 16 contains 39008 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 85630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051912.000000 Penalty: 53300.515625
Iteration 253Q: 17 clusters Score -7.005191e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216596 members 
Mstep: Class 4 contains 24090 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39811 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11780 members 
Mstep: Class 12 contains 189015 members 
Mstep: Class 15 contains 30071 members 
Mstep: Class 16 contains 39070 members 
Mstep: Class 18 contains 14861 members 
Mstep: Class 19 contains 85384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051816.000000 Penalty: 53300.515625
Iteration 254Q: 17 clusters Score -7.005182e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216637 members 
Mstep: Class 4 contains 23991 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39892 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11734 members 
Mstep: Class 12 contains 189152 members 
Mstep: Class 15 contains 30100 members 
Mstep: Class 16 contains 39140 members 
Mstep: Class 18 contains 14870 members 
Mstep: Class 19 contains 85127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051776.000000 Penalty: 53300.515625
Iteration 255Q: 17 clusters Score -7.005178e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 216650 members 
Mstep: Class 4 contains 23897 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 39985 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11663 members 
Mstep: Class 12 contains 189306 members 
Mstep: Class 15 contains 30134 members 
Mstep: Class 16 contains 39212 members 
Mstep: Class 18 contains 14879 members 
Mstep: Class 19 contains 84879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051784.000000 Penalty: 53300.515625
Iteration 256Q: 17 clusters Score -7.005178e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 216683 members 
Mstep: Class 4 contains 23782 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40079 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11583 members 
Mstep: Class 12 contains 189468 members 
Mstep: Class 15 contains 30157 members 
Mstep: Class 16 contains 39302 members 
Mstep: Class 18 contains 14885 members 
Mstep: Class 19 contains 84624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051960.000000 Penalty: 53300.515625
Iteration 257Q: 17 clusters Score -7.005196e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 216738 members 
Mstep: Class 4 contains 23669 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40173 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11499 members 
Mstep: Class 12 contains 189622 members 
Mstep: Class 15 contains 30186 members 
Mstep: Class 16 contains 39396 members 
Mstep: Class 18 contains 14893 members 
Mstep: Class 19 contains 84356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052000.000000 Penalty: 53300.515625
Iteration 258Q: 17 clusters Score -7.0052e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 216829 members 
Mstep: Class 4 contains 23536 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40266 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11434 members 
Mstep: Class 12 contains 189740 members 
Mstep: Class 15 contains 30205 members 
Mstep: Class 16 contains 39480 members 
Mstep: Class 18 contains 14902 members 
Mstep: Class 19 contains 84108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051944.000000 Penalty: 53300.515625
Iteration 259Q: 17 clusters Score -7.005194e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 216902 members 
Mstep: Class 4 contains 23394 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40353 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 189881 members 
Mstep: Class 15 contains 30229 members 
Mstep: Class 16 contains 39598 members 
Mstep: Class 18 contains 14908 members 
Mstep: Class 19 contains 83860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051832.000000 Penalty: 53300.515625
Iteration 260F: 17 clusters Score -7.005183e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 216973 members 
Mstep: Class 4 contains 23262 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40421 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11245 members 
Mstep: Class 12 contains 190014 members 
Mstep: Class 15 contains 30249 members 
Mstep: Class 16 contains 39710 members 
Mstep: Class 18 contains 14918 members 
Mstep: Class 19 contains 83639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051824.000000 Penalty: 53300.515625
Iteration 261Q: 17 clusters Score -7.005182e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 217033 members 
Mstep: Class 4 contains 23117 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11137 members 
Mstep: Class 12 contains 190126 members 
Mstep: Class 15 contains 30275 members 
Mstep: Class 16 contains 39853 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 83442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051800.000000 Penalty: 53300.515625
Iteration 262Q: 17 clusters Score -7.00518e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 217091 members 
Mstep: Class 4 contains 22977 members 
Mstep: Class 5 contains 4353 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40549 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 11052 members 
Mstep: Class 12 contains 190245 members 
Mstep: Class 15 contains 30298 members 
Mstep: Class 16 contains 39978 members 
Mstep: Class 18 contains 14944 members 
Mstep: Class 19 contains 83231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051880.000000 Penalty: 53300.515625
Iteration 263Q: 17 clusters Score -7.005188e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 217133 members 
Mstep: Class 4 contains 22834 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40630 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10972 members 
Mstep: Class 12 contains 190345 members 
Mstep: Class 15 contains 30327 members 
Mstep: Class 16 contains 40089 members 
Mstep: Class 18 contains 14957 members 
Mstep: Class 19 contains 83034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051896.000000 Penalty: 53300.515625
Iteration 264Q: 17 clusters Score -7.00519e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217158 members 
Mstep: Class 4 contains 22687 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40698 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10885 members 
Mstep: Class 12 contains 190453 members 
Mstep: Class 15 contains 30354 members 
Mstep: Class 16 contains 40229 members 
Mstep: Class 18 contains 14972 members 
Mstep: Class 19 contains 82854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051992.000000 Penalty: 53300.515625
Iteration 265Q: 17 clusters Score -7.005199e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217224 members 
Mstep: Class 4 contains 22523 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40762 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10797 members 
Mstep: Class 12 contains 190552 members 
Mstep: Class 15 contains 30366 members 
Mstep: Class 16 contains 40371 members 
Mstep: Class 18 contains 14982 members 
Mstep: Class 19 contains 82672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051952.000000 Penalty: 53300.515625
Iteration 266Q: 17 clusters Score -7.005195e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217269 members 
Mstep: Class 4 contains 22379 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40843 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10714 members 
Mstep: Class 12 contains 190652 members 
Mstep: Class 15 contains 30383 members 
Mstep: Class 16 contains 40504 members 
Mstep: Class 18 contains 14989 members 
Mstep: Class 19 contains 82477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051936.000000 Penalty: 53300.515625
Iteration 267Q: 17 clusters Score -7.005194e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217315 members 
Mstep: Class 4 contains 22223 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40917 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10650 members 
Mstep: Class 12 contains 190786 members 
Mstep: Class 15 contains 30404 members 
Mstep: Class 16 contains 40621 members 
Mstep: Class 18 contains 15002 members 
Mstep: Class 19 contains 82272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052024.000000 Penalty: 53300.515625
Iteration 268Q: 17 clusters Score -7.005202e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217364 members 
Mstep: Class 4 contains 22072 members 
Mstep: Class 5 contains 4351 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 40990 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10583 members 
Mstep: Class 12 contains 190917 members 
Mstep: Class 15 contains 30439 members 
Mstep: Class 16 contains 40729 members 
Mstep: Class 18 contains 15008 members 
Mstep: Class 19 contains 82064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051952.000000 Penalty: 53300.515625
Iteration 269Q: 17 clusters Score -7.005195e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217385 members 
Mstep: Class 4 contains 21896 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41060 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10504 members 
Mstep: Class 12 contains 191069 members 
Mstep: Class 15 contains 30470 members 
Mstep: Class 16 contains 40883 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 81866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051920.000000 Penalty: 53300.515625
Iteration 270Q: 17 clusters Score -7.005192e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217408 members 
Mstep: Class 4 contains 21722 members 
Mstep: Class 5 contains 4349 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41132 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 12 contains 191247 members 
Mstep: Class 15 contains 30498 members 
Mstep: Class 16 contains 41040 members 
Mstep: Class 18 contains 15031 members 
Mstep: Class 19 contains 81640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051968.000000 Penalty: 53300.515625
Iteration 271Q: 17 clusters Score -7.005197e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217429 members 
Mstep: Class 4 contains 21557 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41199 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10349 members 
Mstep: Class 12 contains 191437 members 
Mstep: Class 15 contains 30518 members 
Mstep: Class 16 contains 41185 members 
Mstep: Class 18 contains 15047 members 
Mstep: Class 19 contains 81405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052160.000000 Penalty: 53300.515625
Iteration 272Q: 17 clusters Score -7.005216e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217457 members 
Mstep: Class 4 contains 21397 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41251 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10266 members 
Mstep: Class 12 contains 191573 members 
Mstep: Class 15 contains 30534 members 
Mstep: Class 16 contains 41347 members 
Mstep: Class 18 contains 15069 members 
Mstep: Class 19 contains 81214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052128.000000 Penalty: 53300.515625
Iteration 273Q: 17 clusters Score -7.005213e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217520 members 
Mstep: Class 4 contains 21230 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41299 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10182 members 
Mstep: Class 12 contains 191688 members 
Mstep: Class 15 contains 30561 members 
Mstep: Class 16 contains 41515 members 
Mstep: Class 18 contains 15082 members 
Mstep: Class 19 contains 81011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052216.000000 Penalty: 53300.515625
Iteration 274Q: 17 clusters Score -7.005222e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 217616 members 
Mstep: Class 4 contains 21052 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41346 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10104 members 
Mstep: Class 12 contains 191796 members 
Mstep: Class 15 contains 30583 members 
Mstep: Class 16 contains 41656 members 
Mstep: Class 18 contains 15102 members 
Mstep: Class 19 contains 80805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052440.000000 Penalty: 53300.515625
Iteration 275Q: 17 clusters Score -7.005244e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 217715 members 
Mstep: Class 4 contains 20888 members 
Mstep: Class 5 contains 4343 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41398 members 
Mstep: Class 10 contains 451 members 
Mstep: Class 11 contains 10021 members 
Mstep: Class 12 contains 191919 members 
Mstep: Class 15 contains 30599 members 
Mstep: Class 16 contains 41793 members 
Mstep: Class 18 contains 15112 members 
Mstep: Class 19 contains 80593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052384.000000 Penalty: 53300.515625
Iteration 276Q: 17 clusters Score -7.005238e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 217783 members 
Mstep: Class 4 contains 20709 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41468 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 192069 members 
Mstep: Class 15 contains 30622 members 
Mstep: Class 16 contains 41937 members 
Mstep: Class 18 contains 15116 members 
Mstep: Class 19 contains 80365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052424.000000 Penalty: 53300.515625
Iteration 277Q: 17 clusters Score -7.005242e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 217810 members 
Mstep: Class 4 contains 20530 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41539 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 9854 members 
Mstep: Class 12 contains 192251 members 
Mstep: Class 15 contains 30639 members 
Mstep: Class 16 contains 42118 members 
Mstep: Class 18 contains 15127 members 
Mstep: Class 19 contains 80125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052568.000000 Penalty: 53300.515625
Iteration 278Q: 17 clusters Score -7.005257e+07 nChanged 902
Entering ConstructFrom: 
Score: -70052568.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (24703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Entering Unmasked Estep 
Score: -2625190.750000 Penalty: 2508.440674
	Iteration 0F: 2 clusters Score -2625191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2608121.500000 Penalty: 5016.881348
	Iteration 0F: 3 clusters Score -2608122 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2614000.750000 Penalty: 5016.881348
	Iteration 1F: 3 clusters Score -2614001 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2614596.750000 Penalty: 5016.881348
	Iteration 2F: 3 clusters Score -2614597 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2615499.750000 Penalty: 5016.881348
	Iteration 3F: 3 clusters Score -2615500 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2616779.750000 Penalty: 5016.881348
	Iteration 4F: 3 clusters Score -2616780 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2618385.750000 Penalty: 5016.881348
	Iteration 5F: 3 clusters Score -2618386 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2620267.250000 Penalty: 5016.881348
	Iteration 6F: 3 clusters Score -2620267 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2621828.250000 Penalty: 5016.881348
	Iteration 7F: 3 clusters Score -2621828 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2622770.500000 Penalty: 5016.881348
	Iteration 8Q: 3 clusters Score -2622770 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2623221.500000 Penalty: 5016.881348
	Iteration 9Q: 3 clusters Score -2623222 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2623453.250000 Penalty: 5016.881348
	Iteration 10Q: 3 clusters Score -2623453 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2623571.750000 Penalty: 5016.881348
	Iteration 11Q: 3 clusters Score -2623572 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2623638.500000 Penalty: 5016.881348
	Iteration 12Q: 3 clusters Score -2623638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2623681.250000 Penalty: 5016.881348
	Iteration 13Q: 3 clusters Score -2623681 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2623709.750000 Penalty: 5016.881348
	Iteration 14Q: 3 clusters Score -2623710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2623731.250000 Penalty: 5016.881348
	Iteration 15Q: 3 clusters Score -2623731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2623753.500000 Penalty: 5016.881348
	Iteration 16Q: 3 clusters Score -2623754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2623758.250000 Penalty: 5016.881348
	Iteration 17Q: 3 clusters Score -2623758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2623763.250000 Penalty: 5016.881348
	Iteration 18Q: 3 clusters Score -2623763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2623775.250000 Penalty: 5016.881348
	Iteration 19Q: 3 clusters Score -2623775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2623781.750000 Penalty: 5016.881348
	Iteration 20F: 3 clusters Score -2623782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2623784.250000 Penalty: 5016.881348
	Iteration 21Q: 3 clusters Score -2623784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2623798.750000 Penalty: 5016.881348
	Iteration 22Q: 3 clusters Score -2623799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2623803.000000 Penalty: 5016.881348
	Iteration 23Q: 3 clusters Score -2623803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2623807.250000 Penalty: 5016.881348
	Iteration 24Q: 3 clusters Score -2623807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2623811.750000 Penalty: 5016.881348
	Iteration 25Q: 3 clusters Score -2623812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2623819.750000 Penalty: 5016.881348
	Iteration 26Q: 3 clusters Score -2623820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2623825.500000 Penalty: 5016.881348
	Iteration 27Q: 3 clusters Score -2623826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2623820.000000 Penalty: 5016.881348
	Iteration 28Q: 3 clusters Score -2623820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2623830.750000 Penalty: 5016.881348
	Iteration 29Q: 3 clusters Score -2623831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2623830.500000 Penalty: 5016.881348
	Iteration 30Q: 3 clusters Score -2623830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2623832.750000 Penalty: 5016.881348
	Iteration 31Q: 3 clusters Score -2623833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2623827.000000 Penalty: 5016.881348
	Iteration 32Q: 3 clusters Score -2623827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2623831.500000 Penalty: 5016.881348
	Iteration 33Q: 3 clusters Score -2623832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2623833.750000 Penalty: 5016.881348
	Iteration 34Q: 3 clusters Score -2623834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2623837.250000 Penalty: 5016.881348
	Iteration 35Q: 3 clusters Score -2623837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2623836.500000 Penalty: 5016.881348
	Iteration 36Q: 3 clusters Score -2623836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2623836.500000 Penalty: 5016.881348
	Iteration 37F: 3 clusters Score -2623836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -79995.125000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -79995.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78228.390625 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -78228.39 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78465.218750 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -78465.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78538.546875 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -78538.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78587.992188 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -78587.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78635.375000 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -78635.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78694.492188 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -78694.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78749.039062 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -78749.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78768.093750 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -78768.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78781.093750 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -78781.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78788.218750 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -78788.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78793.984375 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -78793.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78794.500000 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -78794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78794.500000 Penalty: 3333.229248
	Iteration 12F: 3 clusters Score -78794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (217821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217821 members 
Entering Unmasked Estep 
Score: -22804960.000000 Penalty: 3048.274170
	Iteration 0F: 2 clusters Score -2.280496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109183 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -22671358.000000 Penalty: 6096.548340
	Iteration 0F: 3 clusters Score -2.267136e+07 nChanged 104811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -22732354.000000 Penalty: 6096.548340
	Iteration 1F: 3 clusters Score -2.273235e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -22733490.000000 Penalty: 6096.548340
	Iteration 2Q: 3 clusters Score -2.273349e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121923 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -22735132.000000 Penalty: 6096.548340
	Iteration 3Q: 3 clusters Score -2.273513e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129343 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -22738150.000000 Penalty: 6096.548340
	Iteration 4Q: 3 clusters Score -2.273815e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140099 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -22743722.000000 Penalty: 6096.548340
	Iteration 5F: 3 clusters Score -2.274372e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154806 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -22753280.000000 Penalty: 6096.548340
	Iteration 6F: 3 clusters Score -2.275328e+07 nChanged 18097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172809 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -22768044.000000 Penalty: 6096.548340
	Iteration 7F: 3 clusters Score -2.276804e+07 nChanged 18174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190957 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -22785590.000000 Penalty: 6096.548340
	Iteration 8F: 3 clusters Score -2.278559e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204566 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -22796456.000000 Penalty: 6096.548340
	Iteration 9F: 3 clusters Score -2.279646e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211745 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -22799768.000000 Penalty: 6096.548340
	Iteration 10Q: 3 clusters Score -2.279977e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214895 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -22801026.000000 Penalty: 6096.548340
	Iteration 11Q: 3 clusters Score -2.280103e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216189 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -22801588.000000 Penalty: 6096.548340
	Iteration 12Q: 3 clusters Score -2.280159e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216685 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -22801896.000000 Penalty: 6096.548340
	Iteration 13Q: 3 clusters Score -2.28019e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216920 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22802044.000000 Penalty: 6096.548340
	Iteration 14Q: 3 clusters Score -2.280204e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217034 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22802160.000000 Penalty: 6096.548340
	Iteration 15Q: 3 clusters Score -2.280216e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217097 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -22802216.000000 Penalty: 6096.548340
	Iteration 16Q: 3 clusters Score -2.280222e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217139 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -22802298.000000 Penalty: 6096.548340
	Iteration 17Q: 3 clusters Score -2.28023e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217163 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22802316.000000 Penalty: 6096.548340
	Iteration 18Q: 3 clusters Score -2.280232e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217192 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -22802378.000000 Penalty: 6096.548340
	Iteration 19Q: 3 clusters Score -2.280238e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217223 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -22802398.000000 Penalty: 6096.548340
	Iteration 20F: 3 clusters Score -2.28024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22802388.000000 Penalty: 6096.548340
	Iteration 21Q: 3 clusters Score -2.280239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217241 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -22802398.000000 Penalty: 6096.548340
	Iteration 22Q: 3 clusters Score -2.28024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22802396.000000 Penalty: 6096.548340
	Iteration 23Q: 3 clusters Score -2.28024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217240 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -22802412.000000 Penalty: 6096.548340
	Iteration 24Q: 3 clusters Score -2.280241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217246 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -22802438.000000 Penalty: 6096.548340
	Iteration 25Q: 3 clusters Score -2.280244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217248 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22802420.000000 Penalty: 6096.548340
	Iteration 26Q: 3 clusters Score -2.280242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22802430.000000 Penalty: 6096.548340
	Iteration 27Q: 3 clusters Score -2.280243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22802434.000000 Penalty: 6096.548340
	Iteration 28Q: 3 clusters Score -2.280243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217248 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22802436.000000 Penalty: 6096.548340
	Iteration 29Q: 3 clusters Score -2.280244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -22802444.000000 Penalty: 6096.548340
	Iteration 30Q: 3 clusters Score -2.280244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217249 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22802456.000000 Penalty: 6096.548340
	Iteration 31Q: 3 clusters Score -2.280246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217249 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22802456.000000 Penalty: 6096.548340
	Iteration 32F: 3 clusters Score -2.280246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Entering Unmasked Estep 
Score: -2116615.250000 Penalty: 2460.294434
	Iteration 0F: 2 clusters Score -2116615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2102307.250000 Penalty: 4920.588867
	Iteration 0F: 3 clusters Score -2102307 nChanged 8912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2107105.500000 Penalty: 4920.588867
	Iteration 1F: 3 clusters Score -2107106 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2107438.000000 Penalty: 4920.588867
	Iteration 2F: 3 clusters Score -2107438 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2107698.000000 Penalty: 4920.588867
	Iteration 3Q: 3 clusters Score -2107698 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2107948.000000 Penalty: 4920.588867
	Iteration 4Q: 3 clusters Score -2107948 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2108206.000000 Penalty: 4920.588867
	Iteration 5Q: 3 clusters Score -2108206 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2108559.250000 Penalty: 4920.588867
	Iteration 6Q: 3 clusters Score -2108559 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2108978.750000 Penalty: 4920.588867
	Iteration 7Q: 3 clusters Score -2108979 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2109452.750000 Penalty: 4920.588867
	Iteration 8Q: 3 clusters Score -2109453 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2109993.250000 Penalty: 4920.588867
	Iteration 9Q: 3 clusters Score -2109993 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2110540.500000 Penalty: 4920.588867
	Iteration 10Q: 3 clusters Score -2110540 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2111158.250000 Penalty: 4920.588867
	Iteration 11Q: 3 clusters Score -2111158 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2111815.750000 Penalty: 4920.588867
	Iteration 12F: 3 clusters Score -2111816 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2112380.750000 Penalty: 4920.588867
	Iteration 13F: 3 clusters Score -2112381 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2112786.000000 Penalty: 4920.588867
	Iteration 14Q: 3 clusters Score -2112786 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2113046.250000 Penalty: 4920.588867
	Iteration 15Q: 3 clusters Score -2113046 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2113237.750000 Penalty: 4920.588867
	Iteration 16Q: 3 clusters Score -2113238 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2113397.250000 Penalty: 4920.588867
	Iteration 17Q: 3 clusters Score -2113397 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2113564.000000 Penalty: 4920.588867
	Iteration 18Q: 3 clusters Score -2113564 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2113734.250000 Penalty: 4920.588867
	Iteration 19Q: 3 clusters Score -2113734 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2113953.500000 Penalty: 4920.588867
	Iteration 20F: 3 clusters Score -2113954 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2114172 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2114337 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2114442 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2114518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2114577.250000 Penalty: 4920.588867
	Iteration 25Q: 3 clusters Score -2114577 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2114635.500000 Penalty: 4920.588867
	Iteration 26Q: 3 clusters Score -2114636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2114687.750000 Penalty: 4920.588867
	Iteration 27Q: 3 clusters Score -2114688 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2114720.250000 Penalty: 4920.588867
	Iteration 28Q: 3 clusters Score -2114720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2114752.000000 Penalty: 4920.588867
	Iteration 29Q: 3 clusters Score -2114752 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2114778.750000 Penalty: 4920.588867
	Iteration 30Q: 3 clusters Score -2114779 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2114803.000000 Penalty: 4920.588867
	Iteration 31Q: 3 clusters Score -2114803 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2114831.000000 Penalty: 4920.588867
	Iteration 32Q: 3 clusters Score -2114831 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2114854.500000 Penalty: 4920.588867
	Iteration 33Q: 3 clusters Score -2114854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2114874 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2114899.750000 Penalty: 4920.588867
	Iteration 35Q: 3 clusters Score -2114900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2114923.750000 Penalty: 4920.588867
	Iteration 36Q: 3 clusters Score -2114924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2114942.500000 Penalty: 4920.588867
	Iteration 37Q: 3 clusters Score -2114942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2114967.500000 Penalty: 4920.588867
	Iteration 38Q: 3 clusters Score -2114968 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2114995.000000 Penalty: 4920.588867
	Iteration 39Q: 3 clusters Score -2114995 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2115013.250000 Penalty: 4920.588867
	Iteration 40F: 3 clusters Score -2115013 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2115035 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2115048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2115068 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2115091.250000 Penalty: 4920.588867
	Iteration 44Q: 3 clusters Score -2115091 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2115115.500000 Penalty: 4920.588867
	Iteration 45Q: 3 clusters Score -2115116 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2115129.500000 Penalty: 4920.588867
	Iteration 46Q: 3 clusters Score -2115130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2115142.250000 Penalty: 4920.588867
	Iteration 47Q: 3 clusters Score -2115142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2115159.250000 Penalty: 4920.588867
	Iteration 48Q: 3 clusters Score -2115159 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2115174.000000 Penalty: 4920.588867
	Iteration 49Q: 3 clusters Score -2115174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2115181.250000 Penalty: 4920.588867
	Iteration 50Q: 3 clusters Score -2115181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2115192.750000 Penalty: 4920.588867
	Iteration 51Q: 3 clusters Score -2115193 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2115198.500000 Penalty: 4920.588867
	Iteration 52Q: 3 clusters Score -2115198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2115210.500000 Penalty: 4920.588867
	Iteration 53Q: 3 clusters Score -2115210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2115215.250000 Penalty: 4920.588867
	Iteration 54Q: 3 clusters Score -2115215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2115219.500000 Penalty: 4920.588867
	Iteration 55Q: 3 clusters Score -2115220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2115219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2115221.250000 Penalty: 4920.588867
	Iteration 57Q: 3 clusters Score -2115221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2115233.500000 Penalty: 4920.588867
	Iteration 58Q: 3 clusters Score -2115234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2115242.250000 Penalty: 4920.588867
	Iteration 59Q: 3 clusters Score -2115242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2115248.500000 Penalty: 4920.588867
	Iteration 60F: 3 clusters Score -2115248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2115252.250000 Penalty: 4920.588867
	Iteration 61Q: 3 clusters Score -2115252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2115252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2115258.000000 Penalty: 4920.588867
	Iteration 63Q: 3 clusters Score -2115258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2115264.250000 Penalty: 4920.588867
	Iteration 64Q: 3 clusters Score -2115264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2115270.500000 Penalty: 4920.588867
	Iteration 65Q: 3 clusters Score -2115270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2115273.500000 Penalty: 4920.588867
	Iteration 66Q: 3 clusters Score -2115274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2115273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2115279.500000 Penalty: 4920.588867
	Iteration 68Q: 3 clusters Score -2115280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2115281.250000 Penalty: 4920.588867
	Iteration 69Q: 3 clusters Score -2115281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2115284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2115290.250000 Penalty: 4920.588867
	Iteration 71Q: 3 clusters Score -2115290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2115287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2115285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2115286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2115290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2115296.000000 Penalty: 4920.588867
	Iteration 76Q: 3 clusters Score -2115296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2115295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2115306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2115304.500000 Penalty: 4920.588867
	Iteration 79Q: 3 clusters Score -2115304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2115312.500000 Penalty: 4920.588867
	Iteration 80F: 3 clusters Score -2115312 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2115325.000000 Penalty: 4920.588867
	Iteration 81Q: 3 clusters Score -2115325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2115321.250000 Penalty: 4920.588867
	Iteration 82Q: 3 clusters Score -2115321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2115327.000000 Penalty: 4920.588867
	Iteration 83Q: 3 clusters Score -2115327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2115336.500000 Penalty: 4920.588867
	Iteration 84Q: 3 clusters Score -2115336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2115346.250000 Penalty: 4920.588867
	Iteration 85Q: 3 clusters Score -2115346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2115342.750000 Penalty: 4920.588867
	Iteration 86Q: 3 clusters Score -2115343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2115345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2115351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2115356.250000 Penalty: 4920.588867
	Iteration 89Q: 3 clusters Score -2115356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2115356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2115358.250000 Penalty: 4920.588867
	Iteration 91Q: 3 clusters Score -2115358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2115355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2115355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2115356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2115355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2115359.500000 Penalty: 4920.588867
	Iteration 96Q: 3 clusters Score -2115360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2115361.250000 Penalty: 4920.588867
	Iteration 97Q: 3 clusters Score -2115361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2115358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2115362.000000 Penalty: 4920.588867
	Iteration 99Q: 3 clusters Score -2115362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2115364.250000 Penalty: 4920.588867
	Iteration 100F: 3 clusters Score -2115364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2115361.250000 Penalty: 4920.588867
	Iteration 101Q: 3 clusters Score -2115361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2115361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2115360.000000 Penalty: 4920.588867
	Iteration 103Q: 3 clusters Score -2115360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2115363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2115361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2115366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2115369.250000 Penalty: 4920.588867
	Iteration 107Q: 3 clusters Score -2115369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2115370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2115372.000000 Penalty: 4920.588867
	Iteration 109Q: 3 clusters Score -2115372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2115373 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2115378.250000 Penalty: 4920.588867
	Iteration 111Q: 3 clusters Score -2115378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2115380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2115379.750000 Penalty: 4920.588867
	Iteration 113Q: 3 clusters Score -2115380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2115380.750000 Penalty: 4920.588867
	Iteration 114Q: 3 clusters Score -2115381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2115376.500000 Penalty: 4920.588867
	Iteration 115Q: 3 clusters Score -2115376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2115383.750000 Penalty: 4920.588867
	Iteration 116Q: 3 clusters Score -2115384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2115380.500000 Penalty: 4920.588867
	Iteration 117Q: 3 clusters Score -2115380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2115381.250000 Penalty: 4920.588867
	Iteration 118Q: 3 clusters Score -2115381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2115379.000000 Penalty: 4920.588867
	Iteration 119Q: 3 clusters Score -2115379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2115379.000000 Penalty: 4920.588867
	Iteration 120F: 3 clusters Score -2115379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -438198.343750 Penalty: 2077.156006
	Iteration 0F: 2 clusters Score -438198.3 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 2185 members 
Entering Unmasked Estep 
Score: -434100.968750 Penalty: 4154.312012
	Iteration 0F: 3 clusters Score -434101 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -435061.781250 Penalty: 4154.312012
	Iteration 1F: 3 clusters Score -435061.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -435258.750000 Penalty: 4154.312012
	Iteration 2F: 3 clusters Score -435258.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -435388.375000 Penalty: 4154.312012
	Iteration 3F: 3 clusters Score -435388.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -435494.031250 Penalty: 4154.312012
	Iteration 4Q: 3 clusters Score -435494 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -435574.843750 Penalty: 4154.312012
	Iteration 5Q: 3 clusters Score -435574.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -435665.812500 Penalty: 4154.312012
	Iteration 6Q: 3 clusters Score -435665.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -435745.843750 Penalty: 4154.312012
	Iteration 7Q: 3 clusters Score -435745.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -435831.250000 Penalty: 4154.312012
	Iteration 8Q: 3 clusters Score -435831.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -435909.156250 Penalty: 4154.312012
	Iteration 9Q: 3 clusters Score -435909.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -435995.593750 Penalty: 4154.312012
	Iteration 10Q: 3 clusters Score -435995.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -436078.437500 Penalty: 4154.312012
	Iteration 11Q: 3 clusters Score -436078.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -436164.125000 Penalty: 4154.312012
	Iteration 12Q: 3 clusters Score -436164.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -436239.500000 Penalty: 4154.312012
	Iteration 13Q: 3 clusters Score -436239.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -436293.593750 Penalty: 4154.312012
	Iteration 14Q: 3 clusters Score -436293.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -436345.343750 Penalty: 4154.312012
	Iteration 15Q: 3 clusters Score -436345.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -436391.812500 Penalty: 4154.312012
	Iteration 16Q: 3 clusters Score -436391.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -436435.937500 Penalty: 4154.312012
	Iteration 17Q: 3 clusters Score -436435.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -436474.500000 Penalty: 4154.312012
	Iteration 18Q: 3 clusters Score -436474.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -436504.156250 Penalty: 4154.312012
	Iteration 19Q: 3 clusters Score -436504.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -436532.531250 Penalty: 4154.312012
	Iteration 20F: 3 clusters Score -436532.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -436566.875000 Penalty: 4154.312012
	Iteration 21Q: 3 clusters Score -436566.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -436599.406250 Penalty: 4154.312012
	Iteration 22Q: 3 clusters Score -436599.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -436616.468750 Penalty: 4154.312012
	Iteration 23Q: 3 clusters Score -436616.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -436626.875000 Penalty: 4154.312012
	Iteration 24Q: 3 clusters Score -436626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -436633.156250 Penalty: 4154.312012
	Iteration 25Q: 3 clusters Score -436633.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -436638.312500 Penalty: 4154.312012
	Iteration 26Q: 3 clusters Score -436638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -436642.187500 Penalty: 4154.312012
	Iteration 27Q: 3 clusters Score -436642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -436646.250000 Penalty: 4154.312012
	Iteration 28Q: 3 clusters Score -436646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -436649.343750 Penalty: 4154.312012
	Iteration 29Q: 3 clusters Score -436649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -436651.093750 Penalty: 4154.312012
	Iteration 30Q: 3 clusters Score -436651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -436652.343750 Penalty: 4154.312012
	Iteration 31Q: 3 clusters Score -436652.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -436652.781250 Penalty: 4154.312012
	Iteration 32Q: 3 clusters Score -436652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -436653.593750 Penalty: 4154.312012
	Iteration 33Q: 3 clusters Score -436653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -436653.593750 Penalty: 4154.312012
	Iteration 34F: 3 clusters Score -436653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 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 408 members 
Entering Unmasked Estep 
Score: -71910.023438 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71910.02 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72190.625000 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72190.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72276.601562 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -72276.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72316.578125 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -72316.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72342.593750 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72342.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72351.445312 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72351.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72364.875000 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72364.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72378.507812 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72378.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72389.132812 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72389.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72408.296875 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -72408.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -72422.625000 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -72422.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72428.843750 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -72428.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72434.281250 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -72434.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72436.039062 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -72436.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -72436.804688 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -72436.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72438.539062 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -72438.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -72438.539062 Penalty: 3303.009766
	Iteration 16F: 3 clusters Score -72438.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 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 63 members 
Entering Unmasked Estep 
Score: -10622.300781 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10622.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10638.667969 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10638.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10638.667969 Penalty: 2436.676758
	Iteration 2F: 3 clusters Score -10638.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59628.585938 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59628.59 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59849.890625 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59849.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59937.398438 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -59937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59962.222656 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -59962.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59979.156250 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -59979.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -59997.144531 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -59997.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60010.539062 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -60010.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60025.414062 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -60025.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60046.101562 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -60046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60063.027344 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -60063.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60078.792969 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -60078.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -60088.511719 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -60088.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60093.257812 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -60093.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60096.824219 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -60096.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60096.824219 Penalty: 3211.049805
	Iteration 14F: 3 clusters Score -60096.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Entering Unmasked Estep 
Score: -4407904.500000 Penalty: 2637.692139
	Iteration 0F: 2 clusters Score -4407904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4379959.000000 Penalty: 5275.384277
	Iteration 0F: 3 clusters Score -4379959 nChanged 18922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4390169.500000 Penalty: 5275.384277
	Iteration 1F: 3 clusters Score -4390170 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4390700.000000 Penalty: 5275.384277
	Iteration 2Q: 3 clusters Score -4390700 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4391151.500000 Penalty: 5275.384277
	Iteration 3Q: 3 clusters Score -4391152 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4391542.000000 Penalty: 5275.384277
	Iteration 4Q: 3 clusters Score -4391542 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4391958.000000 Penalty: 5275.384277
	Iteration 5Q: 3 clusters Score -4391958 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -4392394.500000 Penalty: 5275.384277
	Iteration 6Q: 3 clusters Score -4392394 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4392904.500000 Penalty: 5275.384277
	Iteration 7Q: 3 clusters Score -4392904 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4393597.000000 Penalty: 5275.384277
	Iteration 8Q: 3 clusters Score -4393597 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -4394524.000000 Penalty: 5275.384277
	Iteration 9Q: 3 clusters Score -4394524 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4395713.000000 Penalty: 5275.384277
	Iteration 10Q: 3 clusters Score -4395713 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4397234.500000 Penalty: 5275.384277
	Iteration 11Q: 3 clusters Score -4397234 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4398691.500000 Penalty: 5275.384277
	Iteration 12Q: 3 clusters Score -4398692 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -4400026.500000 Penalty: 5275.384277
	Iteration 13Q: 3 clusters Score -4400026 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4401101.000000 Penalty: 5275.384277
	Iteration 14Q: 3 clusters Score -4401101 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -4401966.000000 Penalty: 5275.384277
	Iteration 15Q: 3 clusters Score -4401966 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4402691.000000 Penalty: 5275.384277
	Iteration 16Q: 3 clusters Score -4402691 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -4403265.500000 Penalty: 5275.384277
	Iteration 17Q: 3 clusters Score -4403266 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4403733.000000 Penalty: 5275.384277
	Iteration 18Q: 3 clusters Score -4403733 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4404145.500000 Penalty: 5275.384277
	Iteration 19Q: 3 clusters Score -4404146 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4404505.000000 Penalty: 5275.384277
	Iteration 20F: 3 clusters Score -4404505 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4404796.500000 Penalty: 5275.384277
	Iteration 21Q: 3 clusters Score -4404796 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4405060.000000 Penalty: 5275.384277
	Iteration 22Q: 3 clusters Score -4405060 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4405251.000000 Penalty: 5275.384277
	Iteration 23Q: 3 clusters Score -4405251 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4405385.500000 Penalty: 5275.384277
	Iteration 24Q: 3 clusters Score -4405386 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4405495.500000 Penalty: 5275.384277
	Iteration 25Q: 3 clusters Score -4405496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4405569.500000 Penalty: 5275.384277
	Iteration 26Q: 3 clusters Score -4405570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4405620.500000 Penalty: 5275.384277
	Iteration 27Q: 3 clusters Score -4405620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4405655.500000 Penalty: 5275.384277
	Iteration 28Q: 3 clusters Score -4405656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4405688.500000 Penalty: 5275.384277
	Iteration 29Q: 3 clusters Score -4405688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4405701.000000 Penalty: 5275.384277
	Iteration 30Q: 3 clusters Score -4405701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4405714.000000 Penalty: 5275.384277
	Iteration 31Q: 3 clusters Score -4405714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4405725.000000 Penalty: 5275.384277
	Iteration 32Q: 3 clusters Score -4405725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4405729.000000 Penalty: 5275.384277
	Iteration 33Q: 3 clusters Score -4405729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4405733.000000 Penalty: 5275.384277
	Iteration 34Q: 3 clusters Score -4405733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4405740.000000 Penalty: 5275.384277
	Iteration 35Q: 3 clusters Score -4405740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4405748.000000 Penalty: 5275.384277
	Iteration 36Q: 3 clusters Score -4405748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4405751.500000 Penalty: 5275.384277
	Iteration 37Q: 3 clusters Score -4405752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4405758.500000 Penalty: 5275.384277
	Iteration 38Q: 3 clusters Score -4405758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4405758.500000 Penalty: 5275.384277
	Iteration 39Q: 3 clusters Score -4405758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4405760.000000 Penalty: 5275.384277
	Iteration 40F: 3 clusters Score -4405760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -39079.140625 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -39079.14 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 224 members 
Entering Unmasked Estep 
Score: -37648.816406 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -37648.82 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38001.109375 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -38001.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38136.328125 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -38136.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38178.890625 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -38178.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38225.000000 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -38225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38228.937500 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -38228.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38235.429688 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -38235.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38244.917969 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -38244.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -38258.250000 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -38258.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -38265.699219 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -38265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38267.972656 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -38267.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38267.972656 Penalty: 3032.386475
	Iteration 11F: 3 clusters Score -38267.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Entering Unmasked Estep 
Score: -972893.437500 Penalty: 2277.401855
	Iteration 0F: 2 clusters Score -972893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -965325.187500 Penalty: 4554.803711
	Iteration 0F: 3 clusters Score -965325.2 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -967433.062500 Penalty: 4554.803711
	Iteration 1F: 3 clusters Score -967433.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -967692.500000 Penalty: 4554.803711
	Iteration 2F: 3 clusters Score -967692.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -967923.750000 Penalty: 4554.803711
	Iteration 3Q: 3 clusters Score -967923.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -968164.000000 Penalty: 4554.803711
	Iteration 4Q: 3 clusters Score -968164 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -968367.187500 Penalty: 4554.803711
	Iteration 5Q: 3 clusters Score -968367.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -968538.812500 Penalty: 4554.803711
	Iteration 6Q: 3 clusters Score -968538.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -968725.187500 Penalty: 4554.803711
	Iteration 7Q: 3 clusters Score -968725.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -968950.937500 Penalty: 4554.803711
	Iteration 8Q: 3 clusters Score -968950.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -969229.625000 Penalty: 4554.803711
	Iteration 9Q: 3 clusters Score -969229.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -969562.375000 Penalty: 4554.803711
	Iteration 10Q: 3 clusters Score -969562.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -969907.375000 Penalty: 4554.803711
	Iteration 11Q: 3 clusters Score -969907.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -970260.000000 Penalty: 4554.803711
	Iteration 12Q: 3 clusters Score -970260 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -970563.875000 Penalty: 4554.803711
	Iteration 13Q: 3 clusters Score -970563.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -970823.625000 Penalty: 4554.803711
	Iteration 14Q: 3 clusters Score -970823.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -971028.937500 Penalty: 4554.803711
	Iteration 15Q: 3 clusters Score -971028.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -971170.812500 Penalty: 4554.803711
	Iteration 16Q: 3 clusters Score -971170.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -971260.875000 Penalty: 4554.803711
	Iteration 17Q: 3 clusters Score -971260.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -971301.812500 Penalty: 4554.803711
	Iteration 18Q: 3 clusters Score -971301.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -971320.125000 Penalty: 4554.803711
	Iteration 19Q: 3 clusters Score -971320.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -971334.250000 Penalty: 4554.803711
	Iteration 20F: 3 clusters Score -971334.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -971336.625000 Penalty: 4554.803711
	Iteration 21Q: 3 clusters Score -971336.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -971342.812500 Penalty: 4554.803711
	Iteration 22Q: 3 clusters Score -971342.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -971345.375000 Penalty: 4554.803711
	Iteration 23Q: 3 clusters Score -971345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -971344.625000 Penalty: 4554.803711
	Iteration 24Q: 3 clusters Score -971344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -971346.000000 Penalty: 4554.803711
	Iteration 25Q: 3 clusters Score -971346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -971346.812500 Penalty: 4554.803711
	Iteration 26Q: 3 clusters Score -971346.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -971344.687500 Penalty: 4554.803711
	Iteration 27Q: 3 clusters Score -971344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -971346.250000 Penalty: 4554.803711
	Iteration 28Q: 3 clusters Score -971346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -971346.625000 Penalty: 4554.803711
	Iteration 29Q: 3 clusters Score -971346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -971346.250000 Penalty: 4554.803711
	Iteration 30Q: 3 clusters Score -971346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -971346.937500 Penalty: 4554.803711
	Iteration 31Q: 3 clusters Score -971346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -971346.937500 Penalty: 4554.803711
	Iteration 32F: 3 clusters Score -971346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (192446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192446 members 
Entering Unmasked Estep 
Score: -20135616.000000 Penalty: 3017.557617
	Iteration 0F: 2 clusters Score -2.013562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -20012652.000000 Penalty: 6035.115234
	Iteration 0F: 3 clusters Score -2.001265e+07 nChanged 92448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -20066874.000000 Penalty: 6035.115234
	Iteration 1F: 3 clusters Score -2.006687e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94192 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -20067968.000000 Penalty: 6035.115234
	Iteration 2Q: 3 clusters Score -2.006797e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 99415 members 
Entering Unmasked Estep 
Score: -20069862.000000 Penalty: 6035.115234
	Iteration 3Q: 3 clusters Score -2.006986e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -20072880.000000 Penalty: 6035.115234
	Iteration 4Q: 3 clusters Score -2.007288e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -20077806.000000 Penalty: 6035.115234
	Iteration 5Q: 3 clusters Score -2.007781e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 108965 members 
Entering Unmasked Estep 
Score: -20085038.000000 Penalty: 6035.115234
	Iteration 6F: 3 clusters Score -2.008504e+07 nChanged 13853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 115620 members 
Entering Unmasked Estep 
Score: -20095558.000000 Penalty: 6035.115234
	Iteration 7F: 3 clusters Score -2.009556e+07 nChanged 14171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 122813 members 
Entering Unmasked Estep 
Score: -20106768.000000 Penalty: 6035.115234
	Iteration 8F: 3 clusters Score -2.010677e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -20115002.000000 Penalty: 6035.115234
	Iteration 9F: 3 clusters Score -2.0115e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 133069 members 
Entering Unmasked Estep 
Score: -20118736.000000 Penalty: 6035.115234
	Iteration 10Q: 3 clusters Score -2.011874e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 136474 members 
Entering Unmasked Estep 
Score: -20120410.000000 Penalty: 6035.115234
	Iteration 11Q: 3 clusters Score -2.012041e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 139533 members 
Entering Unmasked Estep 
Score: -20121636.000000 Penalty: 6035.115234
	Iteration 12Q: 3 clusters Score -2.012164e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 142321 members 
Entering Unmasked Estep 
Score: -20122770.000000 Penalty: 6035.115234
	Iteration 13Q: 3 clusters Score -2.012277e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 145000 members 
Entering Unmasked Estep 
Score: -20123874.000000 Penalty: 6035.115234
	Iteration 14Q: 3 clusters Score -2.012387e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 147455 members 
Entering Unmasked Estep 
Score: -20124906.000000 Penalty: 6035.115234
	Iteration 15Q: 3 clusters Score -2.012491e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -20125678.000000 Penalty: 6035.115234
	Iteration 16Q: 3 clusters Score -2.012568e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 151526 members 
Entering Unmasked Estep 
Score: -20126474.000000 Penalty: 6035.115234
	Iteration 17Q: 3 clusters Score -2.012647e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 153190 members 
Entering Unmasked Estep 
Score: -20127092.000000 Penalty: 6035.115234
	Iteration 18Q: 3 clusters Score -2.012709e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -20127754.000000 Penalty: 6035.115234
	Iteration 19Q: 3 clusters Score -2.012775e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 155848 members 
Entering Unmasked Estep 
Score: -20128130.000000 Penalty: 6035.115234
	Iteration 20F: 3 clusters Score -2.012813e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -20128374.000000 Penalty: 6035.115234
	Iteration 21Q: 3 clusters Score -2.012837e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 157838 members 
Entering Unmasked Estep 
Score: -20128752.000000 Penalty: 6035.115234
	Iteration 22Q: 3 clusters Score -2.012875e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 158742 members 
Entering Unmasked Estep 
Score: -20128976.000000 Penalty: 6035.115234
	Iteration 23Q: 3 clusters Score -2.012898e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 159585 members 
Entering Unmasked Estep 
Score: -20129238.000000 Penalty: 6035.115234
	Iteration 24Q: 3 clusters Score -2.012924e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 160373 members 
Entering Unmasked Estep 
Score: -20129396.000000 Penalty: 6035.115234
	Iteration 25Q: 3 clusters Score -2.01294e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 161119 members 
Entering Unmasked Estep 
Score: -20129506.000000 Penalty: 6035.115234
	Iteration 26Q: 3 clusters Score -2.012951e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 161787 members 
Entering Unmasked Estep 
Score: -20129670.000000 Penalty: 6035.115234
	Iteration 27Q: 3 clusters Score -2.012967e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 162431 members 
Entering Unmasked Estep 
Score: -20129864.000000 Penalty: 6035.115234
	Iteration 28Q: 3 clusters Score -2.012986e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 163055 members 
Entering Unmasked Estep 
Score: -20129908.000000 Penalty: 6035.115234
	Iteration 29Q: 3 clusters Score -2.012991e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 163677 members 
Entering Unmasked Estep 
Score: -20129998.000000 Penalty: 6035.115234
	Iteration 30Q: 3 clusters Score -2.013e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 164314 members 
Entering Unmasked Estep 
Score: -20130164.000000 Penalty: 6035.115234
	Iteration 31Q: 3 clusters Score -2.013016e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 164969 members 
Entering Unmasked Estep 
Score: -20130288.000000 Penalty: 6035.115234
	Iteration 32Q: 3 clusters Score -2.013029e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 165639 members 
Entering Unmasked Estep 
Score: -20130372.000000 Penalty: 6035.115234
	Iteration 33Q: 3 clusters Score -2.013037e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 166243 members 
Entering Unmasked Estep 
Score: -20130452.000000 Penalty: 6035.115234
	Iteration 34Q: 3 clusters Score -2.013045e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 166881 members 
Entering Unmasked Estep 
Score: -20130510.000000 Penalty: 6035.115234
	Iteration 35Q: 3 clusters Score -2.013051e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 167544 members 
Entering Unmasked Estep 
Score: -20130650.000000 Penalty: 6035.115234
	Iteration 36Q: 3 clusters Score -2.013065e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 168209 members 
Entering Unmasked Estep 
Score: -20130836.000000 Penalty: 6035.115234
	Iteration 37Q: 3 clusters Score -2.013084e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 168904 members 
Entering Unmasked Estep 
Score: -20130952.000000 Penalty: 6035.115234
	Iteration 38Q: 3 clusters Score -2.013095e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 169572 members 
Entering Unmasked Estep 
Score: -20131082.000000 Penalty: 6035.115234
	Iteration 39Q: 3 clusters Score -2.013108e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 170187 members 
Entering Unmasked Estep 
Score: -20131222.000000 Penalty: 6035.115234
	Iteration 40F: 3 clusters Score -2.013122e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 170789 members 
Entering Unmasked Estep 
Score: -20131370.000000 Penalty: 6035.115234
	Iteration 41Q: 3 clusters Score -2.013137e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 171420 members 
Entering Unmasked Estep 
Score: -20131522.000000 Penalty: 6035.115234
	Iteration 42Q: 3 clusters Score -2.013152e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 172061 members 
Entering Unmasked Estep 
Score: -20131632.000000 Penalty: 6035.115234
	Iteration 43Q: 3 clusters Score -2.013163e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 172692 members 
Entering Unmasked Estep 
Score: -20131878.000000 Penalty: 6035.115234
	Iteration 44Q: 3 clusters Score -2.013188e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 173308 members 
Entering Unmasked Estep 
Score: -20132016.000000 Penalty: 6035.115234
	Iteration 45Q: 3 clusters Score -2.013202e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 173918 members 
Entering Unmasked Estep 
Score: -20132218.000000 Penalty: 6035.115234
	Iteration 46Q: 3 clusters Score -2.013222e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 174525 members 
Entering Unmasked Estep 
Score: -20132328.000000 Penalty: 6035.115234
	Iteration 47Q: 3 clusters Score -2.013233e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 175121 members 
Entering Unmasked Estep 
Score: -20132438.000000 Penalty: 6035.115234
	Iteration 48Q: 3 clusters Score -2.013244e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 175654 members 
Entering Unmasked Estep 
Score: -20132586.000000 Penalty: 6035.115234
	Iteration 49Q: 3 clusters Score -2.013259e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 176178 members 
Entering Unmasked Estep 
Score: -20132736.000000 Penalty: 6035.115234
	Iteration 50Q: 3 clusters Score -2.013274e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 176702 members 
Entering Unmasked Estep 
Score: -20132812.000000 Penalty: 6035.115234
	Iteration 51Q: 3 clusters Score -2.013281e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 177199 members 
Entering Unmasked Estep 
Score: -20132824.000000 Penalty: 6035.115234
	Iteration 52Q: 3 clusters Score -2.013282e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 177648 members 
Entering Unmasked Estep 
Score: -20132918.000000 Penalty: 6035.115234
	Iteration 53Q: 3 clusters Score -2.013292e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 178076 members 
Entering Unmasked Estep 
Score: -20132978.000000 Penalty: 6035.115234
	Iteration 54Q: 3 clusters Score -2.013298e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 178475 members 
Entering Unmasked Estep 
Score: -20133030.000000 Penalty: 6035.115234
	Iteration 55Q: 3 clusters Score -2.013303e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -20133080.000000 Penalty: 6035.115234
	Iteration 56Q: 3 clusters Score -2.013308e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 179282 members 
Entering Unmasked Estep 
Score: -20133158.000000 Penalty: 6035.115234
	Iteration 57Q: 3 clusters Score -2.013316e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 179675 members 
Entering Unmasked Estep 
Score: -20133258.000000 Penalty: 6035.115234
	Iteration 58Q: 3 clusters Score -2.013326e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 180065 members 
Entering Unmasked Estep 
Score: -20133324.000000 Penalty: 6035.115234
	Iteration 59Q: 3 clusters Score -2.013332e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 180405 members 
Entering Unmasked Estep 
Score: -20133370.000000 Penalty: 6035.115234
	Iteration 60F: 3 clusters Score -2.013337e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 180736 members 
Entering Unmasked Estep 
Score: -20133408.000000 Penalty: 6035.115234
	Iteration 61Q: 3 clusters Score -2.013341e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 181079 members 
Entering Unmasked Estep 
Score: -20133392.000000 Penalty: 6035.115234
	Iteration 62Q: 3 clusters Score -2.013339e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 181420 members 
Entering Unmasked Estep 
Score: -20133454.000000 Penalty: 6035.115234
	Iteration 63Q: 3 clusters Score -2.013345e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 181726 members 
Entering Unmasked Estep 
Score: -20133456.000000 Penalty: 6035.115234
	Iteration 64Q: 3 clusters Score -2.013346e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 182005 members 
Entering Unmasked Estep 
Score: -20133518.000000 Penalty: 6035.115234
	Iteration 65Q: 3 clusters Score -2.013352e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 182278 members 
Entering Unmasked Estep 
Score: -20133530.000000 Penalty: 6035.115234
	Iteration 66Q: 3 clusters Score -2.013353e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 182536 members 
Entering Unmasked Estep 
Score: -20133612.000000 Penalty: 6035.115234
	Iteration 67Q: 3 clusters Score -2.013361e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 182780 members 
Entering Unmasked Estep 
Score: -20133600.000000 Penalty: 6035.115234
	Iteration 68Q: 3 clusters Score -2.01336e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 183010 members 
Entering Unmasked Estep 
Score: -20133606.000000 Penalty: 6035.115234
	Iteration 69Q: 3 clusters Score -2.013361e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 183225 members 
Entering Unmasked Estep 
Score: -20133646.000000 Penalty: 6035.115234
	Iteration 70Q: 3 clusters Score -2.013365e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 183411 members 
Entering Unmasked Estep 
Score: -20133650.000000 Penalty: 6035.115234
	Iteration 71Q: 3 clusters Score -2.013365e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 183570 members 
Entering Unmasked Estep 
Score: -20133684.000000 Penalty: 6035.115234
	Iteration 72Q: 3 clusters Score -2.013368e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 183732 members 
Entering Unmasked Estep 
Score: -20133720.000000 Penalty: 6035.115234
	Iteration 73Q: 3 clusters Score -2.013372e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 183884 members 
Entering Unmasked Estep 
Score: -20133694.000000 Penalty: 6035.115234
	Iteration 74Q: 3 clusters Score -2.013369e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 184025 members 
Entering Unmasked Estep 
Score: -20133726.000000 Penalty: 6035.115234
	Iteration 75Q: 3 clusters Score -2.013373e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 184140 members 
Entering Unmasked Estep 
Score: -20133706.000000 Penalty: 6035.115234
	Iteration 76Q: 3 clusters Score -2.013371e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 184255 members 
Entering Unmasked Estep 
Score: -20133724.000000 Penalty: 6035.115234
	Iteration 77Q: 3 clusters Score -2.013372e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 184371 members 
Entering Unmasked Estep 
Score: -20133780.000000 Penalty: 6035.115234
	Iteration 78Q: 3 clusters Score -2.013378e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 184487 members 
Entering Unmasked Estep 
Score: -20133790.000000 Penalty: 6035.115234
	Iteration 79Q: 3 clusters Score -2.013379e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 184587 members 
Entering Unmasked Estep 
Score: -20133804.000000 Penalty: 6035.115234
	Iteration 80F: 3 clusters Score -2.01338e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 184671 members 
Entering Unmasked Estep 
Score: -20133766.000000 Penalty: 6035.115234
	Iteration 81Q: 3 clusters Score -2.013377e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 184752 members 
Entering Unmasked Estep 
Score: -20133744.000000 Penalty: 6035.115234
	Iteration 82Q: 3 clusters Score -2.013374e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 184830 members 
Entering Unmasked Estep 
Score: -20133734.000000 Penalty: 6035.115234
	Iteration 83Q: 3 clusters Score -2.013373e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 184901 members 
Entering Unmasked Estep 
Score: -20133774.000000 Penalty: 6035.115234
	Iteration 84Q: 3 clusters Score -2.013377e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 184972 members 
Entering Unmasked Estep 
Score: -20133782.000000 Penalty: 6035.115234
	Iteration 85Q: 3 clusters Score -2.013378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 185041 members 
Entering Unmasked Estep 
Score: -20133798.000000 Penalty: 6035.115234
	Iteration 86Q: 3 clusters Score -2.01338e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 185107 members 
Entering Unmasked Estep 
Score: -20133802.000000 Penalty: 6035.115234
	Iteration 87Q: 3 clusters Score -2.01338e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 185167 members 
Entering Unmasked Estep 
Score: -20133776.000000 Penalty: 6035.115234
	Iteration 88Q: 3 clusters Score -2.013378e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 185234 members 
Entering Unmasked Estep 
Score: -20133794.000000 Penalty: 6035.115234
	Iteration 89Q: 3 clusters Score -2.013379e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 185304 members 
Entering Unmasked Estep 
Score: -20133770.000000 Penalty: 6035.115234
	Iteration 90Q: 3 clusters Score -2.013377e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 185357 members 
Entering Unmasked Estep 
Score: -20133794.000000 Penalty: 6035.115234
	Iteration 91Q: 3 clusters Score -2.013379e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 185411 members 
Entering Unmasked Estep 
Score: -20133792.000000 Penalty: 6035.115234
	Iteration 92Q: 3 clusters Score -2.013379e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 185456 members 
Entering Unmasked Estep 
Score: -20133804.000000 Penalty: 6035.115234
	Iteration 93Q: 3 clusters Score -2.01338e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 185500 members 
Entering Unmasked Estep 
Score: -20133828.000000 Penalty: 6035.115234
	Iteration 94Q: 3 clusters Score -2.013383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 185533 members 
Entering Unmasked Estep 
Score: -20133830.000000 Penalty: 6035.115234
	Iteration 95Q: 3 clusters Score -2.013383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 185568 members 
Entering Unmasked Estep 
Score: -20133846.000000 Penalty: 6035.115234
	Iteration 96Q: 3 clusters Score -2.013385e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 185605 members 
Entering Unmasked Estep 
Score: -20133846.000000 Penalty: 6035.115234
	Iteration 97Q: 3 clusters Score -2.013385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 185630 members 
Entering Unmasked Estep 
Score: -20133838.000000 Penalty: 6035.115234
	Iteration 98Q: 3 clusters Score -2.013384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 185657 members 
Entering Unmasked Estep 
Score: -20133838.000000 Penalty: 6035.115234
	Iteration 99Q: 3 clusters Score -2.013384e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 185689 members 
Entering Unmasked Estep 
Score: -20133846.000000 Penalty: 6035.115234
	Iteration 100F: 3 clusters Score -2.013385e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 185734 members 
Entering Unmasked Estep 
Score: -20133850.000000 Penalty: 6035.115234
	Iteration 101Q: 3 clusters Score -2.013385e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 185767 members 
Entering Unmasked Estep 
Score: -20133834.000000 Penalty: 6035.115234
	Iteration 102Q: 3 clusters Score -2.013383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 185799 members 
Entering Unmasked Estep 
Score: -20133842.000000 Penalty: 6035.115234
	Iteration 103Q: 3 clusters Score -2.013384e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 185832 members 
Entering Unmasked Estep 
Score: -20133852.000000 Penalty: 6035.115234
	Iteration 104Q: 3 clusters Score -2.013385e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 185864 members 
Entering Unmasked Estep 
Score: -20133870.000000 Penalty: 6035.115234
	Iteration 105Q: 3 clusters Score -2.013387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 185899 members 
Entering Unmasked Estep 
Score: -20133870.000000 Penalty: 6035.115234
	Iteration 106Q: 3 clusters Score -2.013387e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -20133864.000000 Penalty: 6035.115234
	Iteration 107Q: 3 clusters Score -2.013386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 185960 members 
Entering Unmasked Estep 
Score: -20133858.000000 Penalty: 6035.115234
	Iteration 108Q: 3 clusters Score -2.013386e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 185994 members 
Entering Unmasked Estep 
Score: -20133848.000000 Penalty: 6035.115234
	Iteration 109Q: 3 clusters Score -2.013385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 186015 members 
Entering Unmasked Estep 
Score: -20133868.000000 Penalty: 6035.115234
	Iteration 110Q: 3 clusters Score -2.013387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 186036 members 
Entering Unmasked Estep 
Score: -20133874.000000 Penalty: 6035.115234
	Iteration 111Q: 3 clusters Score -2.013387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 186062 members 
Entering Unmasked Estep 
Score: -20133896.000000 Penalty: 6035.115234
	Iteration 112Q: 3 clusters Score -2.01339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 186084 members 
Entering Unmasked Estep 
Score: -20133898.000000 Penalty: 6035.115234
	Iteration 113Q: 3 clusters Score -2.01339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 186106 members 
Entering Unmasked Estep 
Score: -20133896.000000 Penalty: 6035.115234
	Iteration 114Q: 3 clusters Score -2.01339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 186129 members 
Entering Unmasked Estep 
Score: -20133888.000000 Penalty: 6035.115234
	Iteration 115Q: 3 clusters Score -2.013389e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 186152 members 
Entering Unmasked Estep 
Score: -20133880.000000 Penalty: 6035.115234
	Iteration 116Q: 3 clusters Score -2.013388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 186178 members 
Entering Unmasked Estep 
Score: -20133858.000000 Penalty: 6035.115234
	Iteration 117Q: 3 clusters Score -2.013386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 186199 members 
Entering Unmasked Estep 
Score: -20133840.000000 Penalty: 6035.115234
	Iteration 118Q: 3 clusters Score -2.013384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 186212 members 
Entering Unmasked Estep 
Score: -20133836.000000 Penalty: 6035.115234
	Iteration 119Q: 3 clusters Score -2.013384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -20133836.000000 Penalty: 6035.115234
	Iteration 120F: 3 clusters Score -2.013384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 186236 members 
Entering Unmasked Estep 
Score: -20133842.000000 Penalty: 6035.115234
	Iteration 121Q: 3 clusters Score -2.013384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 186253 members 
Entering Unmasked Estep 
Score: -20133834.000000 Penalty: 6035.115234
	Iteration 122Q: 3 clusters Score -2.013383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 186277 members 
Entering Unmasked Estep 
Score: -20133838.000000 Penalty: 6035.115234
	Iteration 123Q: 3 clusters Score -2.013384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 186292 members 
Entering Unmasked Estep 
Score: -20133832.000000 Penalty: 6035.115234
	Iteration 124Q: 3 clusters Score -2.013383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 186301 members 
Entering Unmasked Estep 
Score: -20133846.000000 Penalty: 6035.115234
	Iteration 125Q: 3 clusters Score -2.013385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 186315 members 
Entering Unmasked Estep 
Score: -20133828.000000 Penalty: 6035.115234
	Iteration 126Q: 3 clusters Score -2.013383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 186335 members 
Entering Unmasked Estep 
Score: -20133820.000000 Penalty: 6035.115234
	Iteration 127Q: 3 clusters Score -2.013382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 186358 members 
Entering Unmasked Estep 
Score: -20133838.000000 Penalty: 6035.115234
	Iteration 128Q: 3 clusters Score -2.013384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 186389 members 
Entering Unmasked Estep 
Score: -20133846.000000 Penalty: 6035.115234
	Iteration 129Q: 3 clusters Score -2.013385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 186417 members 
Entering Unmasked Estep 
Score: -20133838.000000 Penalty: 6035.115234
	Iteration 130Q: 3 clusters Score -2.013384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 186446 members 
Entering Unmasked Estep 
Score: -20133876.000000 Penalty: 6035.115234
	Iteration 131Q: 3 clusters Score -2.013388e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 186475 members 
Entering Unmasked Estep 
Score: -20133868.000000 Penalty: 6035.115234
	Iteration 132Q: 3 clusters Score -2.013387e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 186503 members 
Entering Unmasked Estep 
Score: -20133864.000000 Penalty: 6035.115234
	Iteration 133Q: 3 clusters Score -2.013386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 186535 members 
Entering Unmasked Estep 
Score: -20133868.000000 Penalty: 6035.115234
	Iteration 134Q: 3 clusters Score -2.013387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 186556 members 
Entering Unmasked Estep 
Score: -20133870.000000 Penalty: 6035.115234
	Iteration 135Q: 3 clusters Score -2.013387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 186580 members 
Entering Unmasked Estep 
Score: -20133876.000000 Penalty: 6035.115234
	Iteration 136Q: 3 clusters Score -2.013388e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 186602 members 
Entering Unmasked Estep 
Score: -20133902.000000 Penalty: 6035.115234
	Iteration 137Q: 3 clusters Score -2.01339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 186636 members 
Entering Unmasked Estep 
Score: -20133928.000000 Penalty: 6035.115234
	Iteration 138Q: 3 clusters Score -2.013393e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 186662 members 
Entering Unmasked Estep 
Score: -20133928.000000 Penalty: 6035.115234
	Iteration 139Q: 3 clusters Score -2.013393e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 186694 members 
Entering Unmasked Estep 
Score: -20133930.000000 Penalty: 6035.115234
	Iteration 140F: 3 clusters Score -2.013393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 186711 members 
Entering Unmasked Estep 
Score: -20133922.000000 Penalty: 6035.115234
	Iteration 141Q: 3 clusters Score -2.013392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 186725 members 
Entering Unmasked Estep 
Score: -20133924.000000 Penalty: 6035.115234
	Iteration 142Q: 3 clusters Score -2.013392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 186740 members 
Entering Unmasked Estep 
Score: -20133940.000000 Penalty: 6035.115234
	Iteration 143Q: 3 clusters Score -2.013394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 186747 members 
Entering Unmasked Estep 
Score: -20133938.000000 Penalty: 6035.115234
	Iteration 144Q: 3 clusters Score -2.013394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 186754 members 
Entering Unmasked Estep 
Score: -20133928.000000 Penalty: 6035.115234
	Iteration 145Q: 3 clusters Score -2.013393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 186757 members 
Entering Unmasked Estep 
Score: -20133920.000000 Penalty: 6035.115234
	Iteration 146Q: 3 clusters Score -2.013392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 186760 members 
Entering Unmasked Estep 
Score: -20133922.000000 Penalty: 6035.115234
	Iteration 147Q: 3 clusters Score -2.013392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 186763 members 
Entering Unmasked Estep 
Score: -20133918.000000 Penalty: 6035.115234
	Iteration 148Q: 3 clusters Score -2.013392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 186765 members 
Entering Unmasked Estep 
Score: -20133912.000000 Penalty: 6035.115234
	Iteration 149Q: 3 clusters Score -2.013391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 186770 members 
Entering Unmasked Estep 
Score: -20133910.000000 Penalty: 6035.115234
	Iteration 150Q: 3 clusters Score -2.013391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 186771 members 
Entering Unmasked Estep 
Score: -20133916.000000 Penalty: 6035.115234
	Iteration 151Q: 3 clusters Score -2.013392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 186775 members 
Entering Unmasked Estep 
Score: -20133928.000000 Penalty: 6035.115234
	Iteration 152Q: 3 clusters Score -2.013393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 186779 members 
Entering Unmasked Estep 
Score: -20133926.000000 Penalty: 6035.115234
	Iteration 153Q: 3 clusters Score -2.013393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 186785 members 
Entering Unmasked Estep 
Score: -20133926.000000 Penalty: 6035.115234
	Iteration 154Q: 3 clusters Score -2.013393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 186793 members 
Entering Unmasked Estep 
Score: -20133908.000000 Penalty: 6035.115234
	Iteration 155Q: 3 clusters Score -2.013391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 186802 members 
Entering Unmasked Estep 
Score: -20133904.000000 Penalty: 6035.115234
	Iteration 156Q: 3 clusters Score -2.01339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 186810 members 
Entering Unmasked Estep 
Score: -20133898.000000 Penalty: 6035.115234
	Iteration 157Q: 3 clusters Score -2.01339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 186816 members 
Entering Unmasked Estep 
Score: -20133904.000000 Penalty: 6035.115234
	Iteration 158Q: 3 clusters Score -2.01339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 186825 members 
Entering Unmasked Estep 
Score: -20133920.000000 Penalty: 6035.115234
	Iteration 159Q: 3 clusters Score -2.013392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 186831 members 
Entering Unmasked Estep 
Score: -20133920.000000 Penalty: 6035.115234
	Iteration 160F: 3 clusters Score -2.013392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 186834 members 
Entering Unmasked Estep 
Score: -20133926.000000 Penalty: 6035.115234
	Iteration 161Q: 3 clusters Score -2.013393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 186838 members 
Entering Unmasked Estep 
Score: -20133934.000000 Penalty: 6035.115234
	Iteration 162Q: 3 clusters Score -2.013393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 186839 members 
Entering Unmasked Estep 
Score: -20133924.000000 Penalty: 6035.115234
	Iteration 163Q: 3 clusters Score -2.013392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 186840 members 
Entering Unmasked Estep 
Score: -20133914.000000 Penalty: 6035.115234
	Iteration 164Q: 3 clusters Score -2.013391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 186841 members 
Entering Unmasked Estep 
Score: -20133926.000000 Penalty: 6035.115234
	Iteration 165Q: 3 clusters Score -2.013393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 186841 members 
Entering Unmasked Estep 
Score: -20133934.000000 Penalty: 6035.115234
	Iteration 166Q: 3 clusters Score -2.013393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 186846 members 
Entering Unmasked Estep 
Score: -20133922.000000 Penalty: 6035.115234
	Iteration 167Q: 3 clusters Score -2.013392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 186850 members 
Entering Unmasked Estep 
Score: -20133938.000000 Penalty: 6035.115234
	Iteration 168Q: 3 clusters Score -2.013394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 186854 members 
Entering Unmasked Estep 
Score: -20133936.000000 Penalty: 6035.115234
	Iteration 169Q: 3 clusters Score -2.013394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 186857 members 
Entering Unmasked Estep 
Score: -20133946.000000 Penalty: 6035.115234
	Iteration 170Q: 3 clusters Score -2.013395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 186861 members 
Entering Unmasked Estep 
Score: -20133932.000000 Penalty: 6035.115234
	Iteration 171Q: 3 clusters Score -2.013393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 186864 members 
Entering Unmasked Estep 
Score: -20133948.000000 Penalty: 6035.115234
	Iteration 172Q: 3 clusters Score -2.013395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 186865 members 
Entering Unmasked Estep 
Score: -20133944.000000 Penalty: 6035.115234
	Iteration 173Q: 3 clusters Score -2.013394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 186867 members 
Entering Unmasked Estep 
Score: -20133944.000000 Penalty: 6035.115234
	Iteration 174Q: 3 clusters Score -2.013394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 186869 members 
Entering Unmasked Estep 
Score: -20133940.000000 Penalty: 6035.115234
	Iteration 175Q: 3 clusters Score -2.013394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 186874 members 
Entering Unmasked Estep 
Score: -20133926.000000 Penalty: 6035.115234
	Iteration 176Q: 3 clusters Score -2.013393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 186880 members 
Entering Unmasked Estep 
Score: -20133924.000000 Penalty: 6035.115234
	Iteration 177Q: 3 clusters Score -2.013392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 186884 members 
Entering Unmasked Estep 
Score: -20133938.000000 Penalty: 6035.115234
	Iteration 178Q: 3 clusters Score -2.013394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 186888 members 
Entering Unmasked Estep 
Score: -20133936.000000 Penalty: 6035.115234
	Iteration 179Q: 3 clusters Score -2.013394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 186892 members 
Entering Unmasked Estep 
Score: -20133926.000000 Penalty: 6035.115234
	Iteration 180F: 3 clusters Score -2.013393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 186892 members 
Entering Unmasked Estep 
Score: -20133926.000000 Penalty: 6035.115234
	Iteration 181Q: 3 clusters Score -2.013393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 186893 members 
Entering Unmasked Estep 
Score: -20133930.000000 Penalty: 6035.115234
	Iteration 182Q: 3 clusters Score -2.013393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -20133928.000000 Penalty: 6035.115234
	Iteration 183Q: 3 clusters Score -2.013393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 186895 members 
Entering Unmasked Estep 
Score: -20133932.000000 Penalty: 6035.115234
	Iteration 184Q: 3 clusters Score -2.013393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 186898 members 
Entering Unmasked Estep 
Score: -20133942.000000 Penalty: 6035.115234
	Iteration 185Q: 3 clusters Score -2.013394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 186902 members 
Entering Unmasked Estep 
Score: -20133942.000000 Penalty: 6035.115234
	Iteration 186Q: 3 clusters Score -2.013394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 186906 members 
Entering Unmasked Estep 
Score: -20133936.000000 Penalty: 6035.115234
	Iteration 187Q: 3 clusters Score -2.013394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 186909 members 
Entering Unmasked Estep 
Score: -20133946.000000 Penalty: 6035.115234
	Iteration 188Q: 3 clusters Score -2.013395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 186910 members 
Entering Unmasked Estep 
Score: -20133944.000000 Penalty: 6035.115234
	Iteration 189Q: 3 clusters Score -2.013394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 186912 members 
Entering Unmasked Estep 
Score: -20133934.000000 Penalty: 6035.115234
	Iteration 190Q: 3 clusters Score -2.013393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 186914 members 
Entering Unmasked Estep 
Score: -20133928.000000 Penalty: 6035.115234
	Iteration 191Q: 3 clusters Score -2.013393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 186914 members 
Entering Unmasked Estep 
Score: -20133940.000000 Penalty: 6035.115234
	Iteration 192Q: 3 clusters Score -2.013394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 186914 members 
Entering Unmasked Estep 
Score: -20133940.000000 Penalty: 6035.115234
	Iteration 193F: 3 clusters Score -2.013394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Entering Unmasked Estep 
Score: -3220511.500000 Penalty: 2562.041504
	Iteration 0F: 2 clusters Score -3220512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3199477.500000 Penalty: 5124.083008
	Iteration 0F: 3 clusters Score -3199478 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3207131.500000 Penalty: 5124.083008
	Iteration 1F: 3 clusters Score -3207132 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3207734.000000 Penalty: 5124.083008
	Iteration 2F: 3 clusters Score -3207734 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3208349.250000 Penalty: 5124.083008
	Iteration 3F: 3 clusters Score -3208349 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3209106.250000 Penalty: 5124.083008
	Iteration 4F: 3 clusters Score -3209106 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3210110.250000 Penalty: 5124.083008
	Iteration 5F: 3 clusters Score -3210110 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3211473.000000 Penalty: 5124.083008
	Iteration 6F: 3 clusters Score -3211473 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3213036.500000 Penalty: 5124.083008
	Iteration 7F: 3 clusters Score -3213036 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3214416.500000 Penalty: 5124.083008
	Iteration 8F: 3 clusters Score -3214416 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3215495.000000 Penalty: 5124.083008
	Iteration 9F: 3 clusters Score -3215495 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3216186.250000 Penalty: 5124.083008
	Iteration 10Q: 3 clusters Score -3216186 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3216647.250000 Penalty: 5124.083008
	Iteration 11Q: 3 clusters Score -3216647 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3217041.000000 Penalty: 5124.083008
	Iteration 12Q: 3 clusters Score -3217041 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3217344.250000 Penalty: 5124.083008
	Iteration 13Q: 3 clusters Score -3217344 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3217588.250000 Penalty: 5124.083008
	Iteration 14Q: 3 clusters Score -3217588 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3217846.250000 Penalty: 5124.083008
	Iteration 15Q: 3 clusters Score -3217846 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3218065.000000 Penalty: 5124.083008
	Iteration 16Q: 3 clusters Score -3218065 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -3218268.000000 Penalty: 5124.083008
	Iteration 17Q: 3 clusters Score -3218268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3218432.750000 Penalty: 5124.083008
	Iteration 18Q: 3 clusters Score -3218433 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3218508.750000 Penalty: 5124.083008
	Iteration 19Q: 3 clusters Score -3218509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3218535.250000 Penalty: 5124.083008
	Iteration 20F: 3 clusters Score -3218535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3218555.000000 Penalty: 5124.083008
	Iteration 21Q: 3 clusters Score -3218555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3218555.500000 Penalty: 5124.083008
	Iteration 22Q: 3 clusters Score -3218556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -3218554.250000 Penalty: 5124.083008
	Iteration 23Q: 3 clusters Score -3218554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3218561.250000 Penalty: 5124.083008
	Iteration 24Q: 3 clusters Score -3218561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3218566.000000 Penalty: 5124.083008
	Iteration 25Q: 3 clusters Score -3218566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3218571.000000 Penalty: 5124.083008
	Iteration 26Q: 3 clusters Score -3218571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -3218571.750000 Penalty: 5124.083008
	Iteration 27Q: 3 clusters Score -3218572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -3218568.250000 Penalty: 5124.083008
	Iteration 28Q: 3 clusters Score -3218568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3218569.000000 Penalty: 5124.083008
	Iteration 29Q: 3 clusters Score -3218569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3218568.000000 Penalty: 5124.083008
	Iteration 30Q: 3 clusters Score -3218568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3218568.500000 Penalty: 5124.083008
	Iteration 31Q: 3 clusters Score -3218568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3218567.000000 Penalty: 5124.083008
	Iteration 32Q: 3 clusters Score -3218567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3218570.000000 Penalty: 5124.083008
	Iteration 33Q: 3 clusters Score -3218570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3218570.500000 Penalty: 5124.083008
	Iteration 34Q: 3 clusters Score -3218570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -3218571.750000 Penalty: 5124.083008
	Iteration 35Q: 3 clusters Score -3218572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3218571.750000 Penalty: 5124.083008
	Iteration 36Q: 3 clusters Score -3218572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3218571.500000 Penalty: 5124.083008
	Iteration 37Q: 3 clusters Score -3218572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3218571.500000 Penalty: 5124.083008
	Iteration 38F: 3 clusters Score -3218572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -4343110.500000 Penalty: 2641.953613
	Iteration 0F: 2 clusters Score -4343110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -4314359.000000 Penalty: 5283.907227
	Iteration 0F: 3 clusters Score -4314359 nChanged 19452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4324838.000000 Penalty: 5283.907227
	Iteration 1F: 3 clusters Score -4324838 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -4325285.000000 Penalty: 5283.907227
	Iteration 2Q: 3 clusters Score -4325285 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4325763.500000 Penalty: 5283.907227
	Iteration 3Q: 3 clusters Score -4325764 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -4326325.500000 Penalty: 5283.907227
	Iteration 4Q: 3 clusters Score -4326326 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -4327070.000000 Penalty: 5283.907227
	Iteration 5Q: 3 clusters Score -4327070 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4328249.000000 Penalty: 5283.907227
	Iteration 6F: 3 clusters Score -4328249 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4330277.500000 Penalty: 5283.907227
	Iteration 7F: 3 clusters Score -4330278 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -4333225.500000 Penalty: 5283.907227
	Iteration 8F: 3 clusters Score -4333226 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -4336424.000000 Penalty: 5283.907227
	Iteration 9F: 3 clusters Score -4336424 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4338911.500000 Penalty: 5283.907227
	Iteration 10F: 3 clusters Score -4338912 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4340056.000000 Penalty: 5283.907227
	Iteration 11Q: 3 clusters Score -4340056 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -4340481.000000 Penalty: 5283.907227
	Iteration 12Q: 3 clusters Score -4340481 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4340664.000000 Penalty: 5283.907227
	Iteration 13Q: 3 clusters Score -4340664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -4340729.500000 Penalty: 5283.907227
	Iteration 14Q: 3 clusters Score -4340730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -4340754.500000 Penalty: 5283.907227
	Iteration 15Q: 3 clusters Score -4340754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -4340785.000000 Penalty: 5283.907227
	Iteration 16Q: 3 clusters Score -4340785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -4340794.500000 Penalty: 5283.907227
	Iteration 17Q: 3 clusters Score -4340794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -4340798.000000 Penalty: 5283.907227
	Iteration 18Q: 3 clusters Score -4340798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -4340799.000000 Penalty: 5283.907227
	Iteration 19Q: 3 clusters Score -4340799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -4340802.500000 Penalty: 5283.907227
	Iteration 20F: 3 clusters Score -4340802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -4340812.500000 Penalty: 5283.907227
	Iteration 21Q: 3 clusters Score -4340812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -4340822.500000 Penalty: 5283.907227
	Iteration 22Q: 3 clusters Score -4340822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -4340827.500000 Penalty: 5283.907227
	Iteration 23Q: 3 clusters Score -4340828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -4340827.500000 Penalty: 5283.907227
	Iteration 24F: 3 clusters Score -4340828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Entering Unmasked Estep 
Score: -1616583.250000 Penalty: 2386.892578
	Iteration 0F: 2 clusters Score -1616583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1605670.500000 Penalty: 4773.785156
	Iteration 0F: 3 clusters Score -1605670 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1609050.750000 Penalty: 4773.785156
	Iteration 1F: 3 clusters Score -1609051 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1609320.500000 Penalty: 4773.785156
	Iteration 2F: 3 clusters Score -1609320 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1609510.375000 Penalty: 4773.785156
	Iteration 3Q: 3 clusters Score -1609510 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1609650.000000 Penalty: 4773.785156
	Iteration 4Q: 3 clusters Score -1609650 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1609765.375000 Penalty: 4773.785156
	Iteration 5Q: 3 clusters Score -1609765 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1609878.125000 Penalty: 4773.785156
	Iteration 6Q: 3 clusters Score -1609878 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1609981.250000 Penalty: 4773.785156
	Iteration 7Q: 3 clusters Score -1609981 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1610079.500000 Penalty: 4773.785156
	Iteration 8Q: 3 clusters Score -1610080 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1610187.250000 Penalty: 4773.785156
	Iteration 9Q: 3 clusters Score -1610187 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1610291.000000 Penalty: 4773.785156
	Iteration 10Q: 3 clusters Score -1610291 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1610417.500000 Penalty: 4773.785156
	Iteration 11Q: 3 clusters Score -1610418 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1610579.250000 Penalty: 4773.785156
	Iteration 12Q: 3 clusters Score -1610579 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1610784.000000 Penalty: 4773.785156
	Iteration 13Q: 3 clusters Score -1610784 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1611057.250000 Penalty: 4773.785156
	Iteration 14Q: 3 clusters Score -1611057 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1611463.375000 Penalty: 4773.785156
	Iteration 15Q: 3 clusters Score -1611463 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1611981.625000 Penalty: 4773.785156
	Iteration 16Q: 3 clusters Score -1611982 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1612649.125000 Penalty: 4773.785156
	Iteration 17F: 3 clusters Score -1612649 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1613311.875000 Penalty: 4773.785156
	Iteration 18Q: 3 clusters Score -1613312 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1613816.875000 Penalty: 4773.785156
	Iteration 19Q: 3 clusters Score -1613817 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1614114.250000 Penalty: 4773.785156
	Iteration 20F: 3 clusters Score -1614114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1614267.125000 Penalty: 4773.785156
	Iteration 21Q: 3 clusters Score -1614267 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1614357.125000 Penalty: 4773.785156
	Iteration 22Q: 3 clusters Score -1614357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1614407.125000 Penalty: 4773.785156
	Iteration 23Q: 3 clusters Score -1614407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1614446.500000 Penalty: 4773.785156
	Iteration 24Q: 3 clusters Score -1614446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1614472.250000 Penalty: 4773.785156
	Iteration 25Q: 3 clusters Score -1614472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1614480.875000 Penalty: 4773.785156
	Iteration 26Q: 3 clusters Score -1614481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1614488.500000 Penalty: 4773.785156
	Iteration 27Q: 3 clusters Score -1614488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1614490.625000 Penalty: 4773.785156
	Iteration 28Q: 3 clusters Score -1614491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1614494.125000 Penalty: 4773.785156
	Iteration 29Q: 3 clusters Score -1614494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1614494.125000 Penalty: 4773.785156
	Iteration 30F: 3 clusters Score -1614494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Entering Unmasked Estep 
Score: -8409749.000000 Penalty: 2799.611572
	Iteration 0F: 2 clusters Score -8409749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -8356183.500000 Penalty: 5599.223145
	Iteration 0F: 3 clusters Score -8356184 nChanged 37423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -8377415.000000 Penalty: 5599.223145
	Iteration 1F: 3 clusters Score -8377415 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -8377987.000000 Penalty: 5599.223145
	Iteration 2Q: 3 clusters Score -8377987 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -8378471.500000 Penalty: 5599.223145
	Iteration 3Q: 3 clusters Score -8378472 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -8378962.500000 Penalty: 5599.223145
	Iteration 4Q: 3 clusters Score -8378962 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -8379429.500000 Penalty: 5599.223145
	Iteration 5Q: 3 clusters Score -8379430 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -8379898.000000 Penalty: 5599.223145
	Iteration 6Q: 3 clusters Score -8379898 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -8380458.500000 Penalty: 5599.223145
	Iteration 7Q: 3 clusters Score -8380458 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8381122.500000 Penalty: 5599.223145
	Iteration 8Q: 3 clusters Score -8381122 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8382081.500000 Penalty: 5599.223145
	Iteration 9Q: 3 clusters Score -8382082 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -8383390.000000 Penalty: 5599.223145
	Iteration 10Q: 3 clusters Score -8383390 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -8385278.000000 Penalty: 5599.223145
	Iteration 11Q: 3 clusters Score -8385278 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -8388173.500000 Penalty: 5599.223145
	Iteration 12F: 3 clusters Score -8388174 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -8391575.000000 Penalty: 5599.223145
	Iteration 13F: 3 clusters Score -8391575 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -8394976.000000 Penalty: 5599.223145
	Iteration 14F: 3 clusters Score -8394976 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -8397492.000000 Penalty: 5599.223145
	Iteration 15Q: 3 clusters Score -8397492 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 67261 members 
Entering Unmasked Estep 
Score: -8399229.000000 Penalty: 5599.223145
	Iteration 16Q: 3 clusters Score -8399229 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -8400569.000000 Penalty: 5599.223145
	Iteration 17Q: 3 clusters Score -8400569 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 70945 members 
Entering Unmasked Estep 
Score: -8401593.000000 Penalty: 5599.223145
	Iteration 18Q: 3 clusters Score -8401593 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -8402589.000000 Penalty: 5599.223145
	Iteration 19Q: 3 clusters Score -8402589 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -8403531.000000 Penalty: 5599.223145
	Iteration 20F: 3 clusters Score -8403531 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -8404334.000000 Penalty: 5599.223145
	Iteration 21Q: 3 clusters Score -8404334 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -8405048.000000 Penalty: 5599.223145
	Iteration 22Q: 3 clusters Score -8405048 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 77035 members 
Entering Unmasked Estep 
Score: -8405587.000000 Penalty: 5599.223145
	Iteration 23Q: 3 clusters Score -8405587 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -8406041.000000 Penalty: 5599.223145
	Iteration 24Q: 3 clusters Score -8406041 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -8406391.000000 Penalty: 5599.223145
	Iteration 25Q: 3 clusters Score -8406391 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 78609 members 
Entering Unmasked Estep 
Score: -8406670.000000 Penalty: 5599.223145
	Iteration 26Q: 3 clusters Score -8406670 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -8406848.000000 Penalty: 5599.223145
	Iteration 27Q: 3 clusters Score -8406848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -8406983.000000 Penalty: 5599.223145
	Iteration 28Q: 3 clusters Score -8406983 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -8407062.000000 Penalty: 5599.223145
	Iteration 29Q: 3 clusters Score -8407062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -8407119.000000 Penalty: 5599.223145
	Iteration 30Q: 3 clusters Score -8407119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -8407175.000000 Penalty: 5599.223145
	Iteration 31Q: 3 clusters Score -8407175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -8407221.000000 Penalty: 5599.223145
	Iteration 32Q: 3 clusters Score -8407221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -8407237.000000 Penalty: 5599.223145
	Iteration 33Q: 3 clusters Score -8407237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -8407258.000000 Penalty: 5599.223145
	Iteration 34Q: 3 clusters Score -8407258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -8407284.000000 Penalty: 5599.223145
	Iteration 35Q: 3 clusters Score -8407284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 79390 members 
Entering Unmasked Estep 
Score: -8407300.000000 Penalty: 5599.223145
	Iteration 36Q: 3 clusters Score -8407300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -8407315.000000 Penalty: 5599.223145
	Iteration 37Q: 3 clusters Score -8407315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -8407320.000000 Penalty: 5599.223145
	Iteration 38Q: 3 clusters Score -8407320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -8407331.000000 Penalty: 5599.223145
	Iteration 39Q: 3 clusters Score -8407331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -8407345.000000 Penalty: 5599.223145
	Iteration 40F: 3 clusters Score -8407345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -8407362.000000 Penalty: 5599.223145
	Iteration 41Q: 3 clusters Score -8407362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -8407384.000000 Penalty: 5599.223145
	Iteration 42Q: 3 clusters Score -8407384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -8407385.000000 Penalty: 5599.223145
	Iteration 43Q: 3 clusters Score -8407385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -8407389.000000 Penalty: 5599.223145
	Iteration 44Q: 3 clusters Score -8407389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -8407394.000000 Penalty: 5599.223145
	Iteration 45Q: 3 clusters Score -8407394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -8407394.000000 Penalty: 5599.223145
	Iteration 46Q: 3 clusters Score -8407394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -8407398.000000 Penalty: 5599.223145
	Iteration 47Q: 3 clusters Score -8407398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -8407402.000000 Penalty: 5599.223145
	Iteration 48Q: 3 clusters Score -8407402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -8407411.000000 Penalty: 5599.223145
	Iteration 49Q: 3 clusters Score -8407411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -8407417.000000 Penalty: 5599.223145
	Iteration 50Q: 3 clusters Score -8407417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -8407413.000000 Penalty: 5599.223145
	Iteration 51Q: 3 clusters Score -8407413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -8407414.000000 Penalty: 5599.223145
	Iteration 52Q: 3 clusters Score -8407414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -8407416.000000 Penalty: 5599.223145
	Iteration 53Q: 3 clusters Score -8407416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -8407416.000000 Penalty: 5599.223145
	Iteration 54F: 3 clusters Score -8407416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 217821 members 
Mstep: Class 4 contains 20344 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41600 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 9731 members 
Mstep: Class 12 contains 192446 members 
Mstep: Class 15 contains 30663 members 
Mstep: Class 16 contains 42321 members 
Mstep: Class 18 contains 15132 members 
Mstep: Class 19 contains 79918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052496.000000 Penalty: 53300.515625
Iteration 279Q: 17 clusters Score -7.00525e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 217807 members 
Mstep: Class 4 contains 20167 members 
Mstep: Class 5 contains 4338 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41675 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 9617 members 
Mstep: Class 12 contains 192599 members 
Mstep: Class 15 contains 30691 members 
Mstep: Class 16 contains 42535 members 
Mstep: Class 18 contains 15137 members 
Mstep: Class 19 contains 79740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052512.000000 Penalty: 53300.515625
Iteration 280F: 17 clusters Score -7.005251e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 217813 members 
Mstep: Class 4 contains 19961 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41742 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 9478 members 
Mstep: Class 12 contains 192769 members 
Mstep: Class 15 contains 30714 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 79554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052744.000000 Penalty: 53300.515625
Iteration 281Q: 17 clusters Score -7.005274e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 217863 members 
Mstep: Class 4 contains 19749 members 
Mstep: Class 5 contains 4335 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41800 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 9352 members 
Mstep: Class 12 contains 192911 members 
Mstep: Class 15 contains 30753 members 
Mstep: Class 16 contains 42992 members 
Mstep: Class 18 contains 15164 members 
Mstep: Class 19 contains 79363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052816.000000 Penalty: 53300.515625
Iteration 282Q: 17 clusters Score -7.005282e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 217896 members 
Mstep: Class 4 contains 19517 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41870 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 9198 members 
Mstep: Class 12 contains 193061 members 
Mstep: Class 15 contains 30788 members 
Mstep: Class 16 contains 43259 members 
Mstep: Class 18 contains 15180 members 
Mstep: Class 19 contains 79160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052848.000000 Penalty: 53300.515625
Iteration 283Q: 17 clusters Score -7.005285e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 217929 members 
Mstep: Class 4 contains 19245 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 41944 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 193233 members 
Mstep: Class 15 contains 30824 members 
Mstep: Class 16 contains 43576 members 
Mstep: Class 18 contains 15195 members 
Mstep: Class 19 contains 78939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053072.000000 Penalty: 53300.515625
Iteration 284Q: 17 clusters Score -7.005307e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 217974 members 
Mstep: Class 4 contains 18973 members 
Mstep: Class 5 contains 4332 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42011 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 8826 members 
Mstep: Class 12 contains 193404 members 
Mstep: Class 15 contains 30865 members 
Mstep: Class 16 contains 43921 members 
Mstep: Class 18 contains 15206 members 
Mstep: Class 19 contains 78713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053328.000000 Penalty: 53300.515625
Iteration 285Q: 17 clusters Score -7.005333e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218039 members 
Mstep: Class 4 contains 18696 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42068 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 8587 members 
Mstep: Class 12 contains 193603 members 
Mstep: Class 15 contains 30893 members 
Mstep: Class 16 contains 44296 members 
Mstep: Class 18 contains 15221 members 
Mstep: Class 19 contains 78477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053248.000000 Penalty: 53300.515625
Iteration 286Q: 17 clusters Score -7.005325e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218110 members 
Mstep: Class 4 contains 18386 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42133 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 8340 members 
Mstep: Class 12 contains 193785 members 
Mstep: Class 15 contains 30928 members 
Mstep: Class 16 contains 44703 members 
Mstep: Class 18 contains 15234 members 
Mstep: Class 19 contains 78246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053544.000000 Penalty: 53300.515625
Iteration 287Q: 17 clusters Score -7.005354e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218188 members 
Mstep: Class 4 contains 18066 members 
Mstep: Class 5 contains 4324 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42191 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 8098 members 
Mstep: Class 12 contains 193983 members 
Mstep: Class 15 contains 30953 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 18 contains 15247 members 
Mstep: Class 19 contains 78014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053616.000000 Penalty: 53300.515625
Iteration 288Q: 17 clusters Score -7.005362e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218243 members 
Mstep: Class 4 contains 17705 members 
Mstep: Class 5 contains 4322 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42256 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 7858 members 
Mstep: Class 12 contains 194153 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 45587 members 
Mstep: Class 18 contains 15261 members 
Mstep: Class 19 contains 77795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053544.000000 Penalty: 53300.515625
Iteration 289Q: 17 clusters Score -7.005354e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218302 members 
Mstep: Class 4 contains 17342 members 
Mstep: Class 5 contains 4321 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42342 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 194310 members 
Mstep: Class 15 contains 30997 members 
Mstep: Class 16 contains 46062 members 
Mstep: Class 18 contains 15277 members 
Mstep: Class 19 contains 77562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053744.000000 Penalty: 53300.515625
Iteration 290Q: 17 clusters Score -7.005374e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218350 members 
Mstep: Class 4 contains 17052 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42423 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 7394 members 
Mstep: Class 12 contains 194468 members 
Mstep: Class 15 contains 31009 members 
Mstep: Class 16 contains 46491 members 
Mstep: Class 18 contains 15289 members 
Mstep: Class 19 contains 77318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053904.000000 Penalty: 53300.515625
Iteration 291Q: 17 clusters Score -7.00539e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218419 members 
Mstep: Class 4 contains 16812 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42490 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 7208 members 
Mstep: Class 12 contains 194593 members 
Mstep: Class 15 contains 31020 members 
Mstep: Class 16 contains 46843 members 
Mstep: Class 18 contains 15300 members 
Mstep: Class 19 contains 77099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053960.000000 Penalty: 53300.515625
Iteration 292Q: 17 clusters Score -7.005396e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218443 members 
Mstep: Class 4 contains 16610 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 194742 members 
Mstep: Class 15 contains 31033 members 
Mstep: Class 16 contains 47113 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 76896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054072.000000 Penalty: 53300.515625
Iteration 293Q: 17 clusters Score -7.005407e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218474 members 
Mstep: Class 4 contains 16466 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42654 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 194855 members 
Mstep: Class 15 contains 31043 members 
Mstep: Class 16 contains 47352 members 
Mstep: Class 18 contains 15331 members 
Mstep: Class 19 contains 76700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054056.000000 Penalty: 53300.515625
Iteration 294Q: 17 clusters Score -7.005406e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218468 members 
Mstep: Class 4 contains 16354 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42737 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 194997 members 
Mstep: Class 15 contains 31054 members 
Mstep: Class 16 contains 47573 members 
Mstep: Class 18 contains 15334 members 
Mstep: Class 19 contains 76495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054104.000000 Penalty: 53300.515625
Iteration 295Q: 17 clusters Score -7.00541e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218446 members 
Mstep: Class 4 contains 16265 members 
Mstep: Class 5 contains 4314 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42815 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 195111 members 
Mstep: Class 15 contains 31068 members 
Mstep: Class 16 contains 47787 members 
Mstep: Class 18 contains 15342 members 
Mstep: Class 19 contains 76311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054264.000000 Penalty: 53300.515625
Iteration 296Q: 17 clusters Score -7.005426e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218418 members 
Mstep: Class 4 contains 16195 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42887 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 195248 members 
Mstep: Class 15 contains 31080 members 
Mstep: Class 16 contains 47971 members 
Mstep: Class 18 contains 15347 members 
Mstep: Class 19 contains 76120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054376.000000 Penalty: 53300.515625
Iteration 297Q: 17 clusters Score -7.005438e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218395 members 
Mstep: Class 4 contains 16129 members 
Mstep: Class 5 contains 4310 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 42953 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 195372 members 
Mstep: Class 15 contains 31102 members 
Mstep: Class 16 contains 48153 members 
Mstep: Class 18 contains 15357 members 
Mstep: Class 19 contains 75918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054352.000000 Penalty: 53300.515625
Iteration 298Q: 17 clusters Score -7.005435e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218401 members 
Mstep: Class 4 contains 16072 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43027 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 195484 members 
Mstep: Class 15 contains 31114 members 
Mstep: Class 16 contains 48318 members 
Mstep: Class 18 contains 15357 members 
Mstep: Class 19 contains 75723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054328.000000 Penalty: 53300.515625
Iteration 299Q: 17 clusters Score -7.005433e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218411 members 
Mstep: Class 4 contains 16017 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43084 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 195579 members 
Mstep: Class 15 contains 31137 members 
Mstep: Class 16 contains 48469 members 
Mstep: Class 18 contains 15364 members 
Mstep: Class 19 contains 75531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054360.000000 Penalty: 53300.515625
Iteration 300F: 17 clusters Score -7.005436e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218413 members 
Mstep: Class 4 contains 15966 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43147 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 6056 members 
Mstep: Class 12 contains 195674 members 
Mstep: Class 15 contains 31148 members 
Mstep: Class 16 contains 48595 members 
Mstep: Class 18 contains 15376 members 
Mstep: Class 19 contains 75356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054304.000000 Penalty: 53300.515625
Iteration 301Q: 17 clusters Score -7.00543e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218410 members 
Mstep: Class 4 contains 15913 members 
Mstep: Class 5 contains 4302 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43217 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 195752 members 
Mstep: Class 15 contains 31161 members 
Mstep: Class 16 contains 48724 members 
Mstep: Class 18 contains 15390 members 
Mstep: Class 19 contains 75188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054408.000000 Penalty: 53300.515625
Iteration 302Q: 17 clusters Score -7.005441e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218408 members 
Mstep: Class 4 contains 15871 members 
Mstep: Class 5 contains 4300 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43271 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5901 members 
Mstep: Class 12 contains 195826 members 
Mstep: Class 15 contains 31174 members 
Mstep: Class 16 contains 48842 members 
Mstep: Class 18 contains 15393 members 
Mstep: Class 19 contains 75051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054480.000000 Penalty: 53300.515625
Iteration 303Q: 17 clusters Score -7.005448e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218407 members 
Mstep: Class 4 contains 15840 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43319 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5825 members 
Mstep: Class 12 contains 195878 members 
Mstep: Class 15 contains 31193 members 
Mstep: Class 16 contains 48954 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 74921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054464.000000 Penalty: 53300.515625
Iteration 304Q: 17 clusters Score -7.005446e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218374 members 
Mstep: Class 4 contains 15829 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43375 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5765 members 
Mstep: Class 12 contains 195954 members 
Mstep: Class 15 contains 31200 members 
Mstep: Class 16 contains 49037 members 
Mstep: Class 18 contains 15411 members 
Mstep: Class 19 contains 74798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054408.000000 Penalty: 53300.515625
Iteration 305Q: 17 clusters Score -7.005441e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218366 members 
Mstep: Class 4 contains 15818 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43425 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5711 members 
Mstep: Class 12 contains 196014 members 
Mstep: Class 15 contains 31212 members 
Mstep: Class 16 contains 49109 members 
Mstep: Class 18 contains 15413 members 
Mstep: Class 19 contains 74680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054560.000000 Penalty: 53300.515625
Iteration 306Q: 17 clusters Score -7.005456e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 829 members 
Mstep: Class 3 contains 218342 members 
Mstep: Class 4 contains 15793 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43463 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 196079 members 
Mstep: Class 15 contains 31224 members 
Mstep: Class 16 contains 49175 members 
Mstep: Class 18 contains 15415 members 
Mstep: Class 19 contains 74581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054488.000000 Penalty: 53300.515625
Iteration 307Q: 17 clusters Score -7.005449e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218327 members 
Mstep: Class 4 contains 15774 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43503 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5641 members 
Mstep: Class 12 contains 196134 members 
Mstep: Class 15 contains 31233 members 
Mstep: Class 16 contains 49234 members 
Mstep: Class 18 contains 15414 members 
Mstep: Class 19 contains 74487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054648.000000 Penalty: 53300.515625
Iteration 308Q: 17 clusters Score -7.005465e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218329 members 
Mstep: Class 4 contains 15756 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43549 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 196177 members 
Mstep: Class 15 contains 31237 members 
Mstep: Class 16 contains 49282 members 
Mstep: Class 18 contains 15418 members 
Mstep: Class 19 contains 74384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054560.000000 Penalty: 53300.515625
Iteration 309Q: 17 clusters Score -7.005456e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218343 members 
Mstep: Class 4 contains 15743 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43588 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5592 members 
Mstep: Class 12 contains 196225 members 
Mstep: Class 15 contains 31245 members 
Mstep: Class 16 contains 49308 members 
Mstep: Class 18 contains 15416 members 
Mstep: Class 19 contains 74279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054528.000000 Penalty: 53300.515625
Iteration 310Q: 17 clusters Score -7.005453e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218339 members 
Mstep: Class 4 contains 15719 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43621 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5572 members 
Mstep: Class 12 contains 196295 members 
Mstep: Class 15 contains 31250 members 
Mstep: Class 16 contains 49339 members 
Mstep: Class 18 contains 15419 members 
Mstep: Class 19 contains 74182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054488.000000 Penalty: 53300.515625
Iteration 311Q: 17 clusters Score -7.005449e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218318 members 
Mstep: Class 4 contains 15712 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43658 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5552 members 
Mstep: Class 12 contains 196366 members 
Mstep: Class 15 contains 31254 members 
Mstep: Class 16 contains 49363 members 
Mstep: Class 18 contains 15422 members 
Mstep: Class 19 contains 74089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054464.000000 Penalty: 53300.515625
Iteration 312Q: 17 clusters Score -7.005446e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218287 members 
Mstep: Class 4 contains 15705 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43695 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5527 members 
Mstep: Class 12 contains 196445 members 
Mstep: Class 15 contains 31258 members 
Mstep: Class 16 contains 49395 members 
Mstep: Class 18 contains 15423 members 
Mstep: Class 19 contains 73996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054512.000000 Penalty: 53300.515625
Iteration 313Q: 17 clusters Score -7.005451e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218269 members 
Mstep: Class 4 contains 15685 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43731 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5512 members 
Mstep: Class 12 contains 196506 members 
Mstep: Class 15 contains 31260 members 
Mstep: Class 16 contains 49415 members 
Mstep: Class 18 contains 15425 members 
Mstep: Class 19 contains 73930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 314Q: 17 clusters Score -7.005458e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218248 members 
Mstep: Class 4 contains 15675 members 
Mstep: Class 5 contains 4293 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43761 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5494 members 
Mstep: Class 12 contains 196573 members 
Mstep: Class 15 contains 31262 members 
Mstep: Class 16 contains 49438 members 
Mstep: Class 18 contains 15428 members 
Mstep: Class 19 contains 73856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 315Q: 17 clusters Score -7.00546e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 218228 members 
Mstep: Class 4 contains 15658 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43794 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5483 members 
Mstep: Class 12 contains 196642 members 
Mstep: Class 15 contains 31264 members 
Mstep: Class 16 contains 49457 members 
Mstep: Class 18 contains 15426 members 
Mstep: Class 19 contains 73782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 316Q: 17 clusters Score -7.005459e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218223 members 
Mstep: Class 4 contains 15647 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43824 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5471 members 
Mstep: Class 12 contains 196712 members 
Mstep: Class 15 contains 31260 members 
Mstep: Class 16 contains 49472 members 
Mstep: Class 18 contains 15427 members 
Mstep: Class 19 contains 73700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054496.000000 Penalty: 53300.515625
Iteration 317Q: 17 clusters Score -7.00545e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218199 members 
Mstep: Class 4 contains 15643 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43853 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5463 members 
Mstep: Class 12 contains 196799 members 
Mstep: Class 15 contains 31266 members 
Mstep: Class 16 contains 49477 members 
Mstep: Class 18 contains 15429 members 
Mstep: Class 19 contains 73616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054528.000000 Penalty: 53300.515625
Iteration 318Q: 17 clusters Score -7.005453e+07 nChanged 188
Entering ConstructFrom: 
Score: -70054528.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (24977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Entering Unmasked Estep 
Score: -2654047.250000 Penalty: 2511.176270
	Iteration 0F: 2 clusters Score -2654047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2636781.750000 Penalty: 5022.352539
	Iteration 0F: 3 clusters Score -2636782 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2642881.000000 Penalty: 5022.352539
	Iteration 1F: 3 clusters Score -2642881 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2643471.500000 Penalty: 5022.352539
	Iteration 2F: 3 clusters Score -2643472 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2644082.000000 Penalty: 5022.352539
	Iteration 3F: 3 clusters Score -2644082 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2644884.750000 Penalty: 5022.352539
	Iteration 4F: 3 clusters Score -2644885 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2645897.000000 Penalty: 5022.352539
	Iteration 5F: 3 clusters Score -2645897 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2647216.500000 Penalty: 5022.352539
	Iteration 6F: 3 clusters Score -2647216 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2648858.500000 Penalty: 5022.352539
	Iteration 7F: 3 clusters Score -2648858 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2650357.000000 Penalty: 5022.352539
	Iteration 8F: 3 clusters Score -2650357 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2651446.500000 Penalty: 5022.352539
	Iteration 9Q: 3 clusters Score -2651446 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2652025.000000 Penalty: 5022.352539
	Iteration 10Q: 3 clusters Score -2652025 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2652276.250000 Penalty: 5022.352539
	Iteration 11Q: 3 clusters Score -2652276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2652391.250000 Penalty: 5022.352539
	Iteration 12Q: 3 clusters Score -2652391 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2652458.500000 Penalty: 5022.352539
	Iteration 13Q: 3 clusters Score -2652458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2652486.000000 Penalty: 5022.352539
	Iteration 14Q: 3 clusters Score -2652486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2652509.500000 Penalty: 5022.352539
	Iteration 15Q: 3 clusters Score -2652510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2652532.250000 Penalty: 5022.352539
	Iteration 16Q: 3 clusters Score -2652532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2652550.250000 Penalty: 5022.352539
	Iteration 17Q: 3 clusters Score -2652550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2652554.000000 Penalty: 5022.352539
	Iteration 18Q: 3 clusters Score -2652554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2652560.750000 Penalty: 5022.352539
	Iteration 19Q: 3 clusters Score -2652561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2652558.750000 Penalty: 5022.352539
	Iteration 20F: 3 clusters Score -2652559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2652562.500000 Penalty: 5022.352539
	Iteration 21Q: 3 clusters Score -2652562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2652559.250000 Penalty: 5022.352539
	Iteration 22Q: 3 clusters Score -2652559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2652559.000000 Penalty: 5022.352539
	Iteration 23Q: 3 clusters Score -2652559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2652568.000000 Penalty: 5022.352539
	Iteration 24Q: 3 clusters Score -2652568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2652567.500000 Penalty: 5022.352539
	Iteration 25Q: 3 clusters Score -2652568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2652569.500000 Penalty: 5022.352539
	Iteration 26Q: 3 clusters Score -2652570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2652569.500000 Penalty: 5022.352539
	Iteration 27F: 3 clusters Score -2652570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -80201.375000 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -80201.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78377.101562 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -78377.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -78640.773438 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -78640.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78742.164062 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -78742.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78787.562500 Penalty: 3334.424561
	Iteration 3Q: 3 clusters Score -78787.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -78804.156250 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -78804.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78831.593750 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -78831.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78849.828125 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -78849.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78863.984375 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -78863.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78885.523438 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -78885.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78894.062500 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -78894.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78896.710938 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -78896.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78898.703125 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -78898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78902.500000 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -78902.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78903.984375 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -78903.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78905.351562 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -78905.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78906.289062 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -78906.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -78906.289062 Penalty: 3334.424561
	Iteration 16F: 3 clusters Score -78906.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (218184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218184 members 
Entering Unmasked Estep 
Score: -22839852.000000 Penalty: 3048.687256
	Iteration 0F: 2 clusters Score -2.283985e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108989 members 
Mstep: Class 2 contains 109195 members 
Entering Unmasked Estep 
Score: -22706244.000000 Penalty: 6097.374512
	Iteration 0F: 3 clusters Score -2.270624e+07 nChanged 104875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104966 members 
Mstep: Class 2 contains 113218 members 
Entering Unmasked Estep 
Score: -22767196.000000 Penalty: 6097.374512
	Iteration 1F: 3 clusters Score -2.27672e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102884 members 
Mstep: Class 2 contains 115300 members 
Entering Unmasked Estep 
Score: -22767996.000000 Penalty: 6097.374512
	Iteration 2Q: 3 clusters Score -2.2768e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 118414 members 
Entering Unmasked Estep 
Score: -22769126.000000 Penalty: 6097.374512
	Iteration 3Q: 3 clusters Score -2.276913e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 123143 members 
Entering Unmasked Estep 
Score: -22770864.000000 Penalty: 6097.374512
	Iteration 4Q: 3 clusters Score -2.277086e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 130269 members 
Entering Unmasked Estep 
Score: -22773812.000000 Penalty: 6097.374512
	Iteration 5Q: 3 clusters Score -2.277381e+07 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 140718 members 
Entering Unmasked Estep 
Score: -22779216.000000 Penalty: 6097.374512
	Iteration 6Q: 3 clusters Score -2.277922e+07 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -22788720.000000 Penalty: 6097.374512
	Iteration 7F: 3 clusters Score -2.278872e+07 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 173718 members 
Entering Unmasked Estep 
Score: -22804204.000000 Penalty: 6097.374512
	Iteration 8F: 3 clusters Score -2.28042e+07 nChanged 19536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 193252 members 
Entering Unmasked Estep 
Score: -22823180.000000 Penalty: 6097.374512
	Iteration 9F: 3 clusters Score -2.282318e+07 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 207903 members 
Entering Unmasked Estep 
Score: -22833784.000000 Penalty: 6097.374512
	Iteration 10F: 3 clusters Score -2.283378e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 214897 members 
Entering Unmasked Estep 
Score: -22836030.000000 Penalty: 6097.374512
	Iteration 11Q: 3 clusters Score -2.283603e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 217155 members 
Entering Unmasked Estep 
Score: -22836660.000000 Penalty: 6097.374512
	Iteration 12Q: 3 clusters Score -2.283666e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 217725 members 
Entering Unmasked Estep 
Score: -22836890.000000 Penalty: 6097.374512
	Iteration 13Q: 3 clusters Score -2.283689e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 217856 members 
Entering Unmasked Estep 
Score: -22837032.000000 Penalty: 6097.374512
	Iteration 14Q: 3 clusters Score -2.283703e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 217899 members 
Entering Unmasked Estep 
Score: -22837072.000000 Penalty: 6097.374512
	Iteration 15Q: 3 clusters Score -2.283707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217908 members 
Entering Unmasked Estep 
Score: -22837134.000000 Penalty: 6097.374512
	Iteration 16Q: 3 clusters Score -2.283713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217912 members 
Entering Unmasked Estep 
Score: -22837188.000000 Penalty: 6097.374512
	Iteration 17Q: 3 clusters Score -2.283719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 217916 members 
Entering Unmasked Estep 
Score: -22837228.000000 Penalty: 6097.374512
	Iteration 18Q: 3 clusters Score -2.283723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 217918 members 
Entering Unmasked Estep 
Score: -22837244.000000 Penalty: 6097.374512
	Iteration 19Q: 3 clusters Score -2.283724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217919 members 
Entering Unmasked Estep 
Score: -22837274.000000 Penalty: 6097.374512
	Iteration 20F: 3 clusters Score -2.283727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 217917 members 
Entering Unmasked Estep 
Score: -22837286.000000 Penalty: 6097.374512
	Iteration 21Q: 3 clusters Score -2.283729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 217917 members 
Entering Unmasked Estep 
Score: -22837288.000000 Penalty: 6097.374512
	Iteration 22Q: 3 clusters Score -2.283729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 217916 members 
Entering Unmasked Estep 
Score: -22837282.000000 Penalty: 6097.374512
	Iteration 23Q: 3 clusters Score -2.283728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 217915 members 
Entering Unmasked Estep 
Score: -22837288.000000 Penalty: 6097.374512
	Iteration 24Q: 3 clusters Score -2.283729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217913 members 
Entering Unmasked Estep 
Score: -22837286.000000 Penalty: 6097.374512
	Iteration 25Q: 3 clusters Score -2.283729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217912 members 
Entering Unmasked Estep 
Score: -22837278.000000 Penalty: 6097.374512
	Iteration 26Q: 3 clusters Score -2.283728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 217912 members 
Entering Unmasked Estep 
Score: -22837278.000000 Penalty: 6097.374512
	Iteration 27F: 3 clusters Score -2.283728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Entering Unmasked Estep 
Score: -1635468.750000 Penalty: 2395.081543
	Iteration 0F: 2 clusters Score -1635469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1624190.875000 Penalty: 4790.163086
	Iteration 0F: 3 clusters Score -1624191 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1627839.375000 Penalty: 4790.163086
	Iteration 1F: 3 clusters Score -1627839 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1628147.875000 Penalty: 4790.163086
	Iteration 2F: 3 clusters Score -1628148 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1628423.625000 Penalty: 4790.163086
	Iteration 3Q: 3 clusters Score -1628424 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1628654.875000 Penalty: 4790.163086
	Iteration 4Q: 3 clusters Score -1628655 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1628862.375000 Penalty: 4790.163086
	Iteration 5Q: 3 clusters Score -1628862 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1629087.250000 Penalty: 4790.163086
	Iteration 6Q: 3 clusters Score -1629087 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1629355.500000 Penalty: 4790.163086
	Iteration 7Q: 3 clusters Score -1629356 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1629641.750000 Penalty: 4790.163086
	Iteration 8Q: 3 clusters Score -1629642 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1629996.875000 Penalty: 4790.163086
	Iteration 9Q: 3 clusters Score -1629997 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1630427.875000 Penalty: 4790.163086
	Iteration 10Q: 3 clusters Score -1630428 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1630992.000000 Penalty: 4790.163086
	Iteration 11Q: 3 clusters Score -1630992 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1631677.625000 Penalty: 4790.163086
	Iteration 12F: 3 clusters Score -1631678 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1632335.625000 Penalty: 4790.163086
	Iteration 13F: 3 clusters Score -1632336 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1632686.875000 Penalty: 4790.163086
	Iteration 14Q: 3 clusters Score -1632687 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1632863.125000 Penalty: 4790.163086
	Iteration 15Q: 3 clusters Score -1632863 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1633012.875000 Penalty: 4790.163086
	Iteration 16Q: 3 clusters Score -1633013 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1633114.375000 Penalty: 4790.163086
	Iteration 17Q: 3 clusters Score -1633114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1633168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1633198.000000 Penalty: 4790.163086
	Iteration 19Q: 3 clusters Score -1633198 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1633215.250000 Penalty: 4790.163086
	Iteration 20F: 3 clusters Score -1633215 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1633223.625000 Penalty: 4790.163086
	Iteration 21Q: 3 clusters Score -1633224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1633239.250000 Penalty: 4790.163086
	Iteration 22Q: 3 clusters Score -1633239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1633248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1633256.875000 Penalty: 4790.163086
	Iteration 24Q: 3 clusters Score -1633257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1633268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1633275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1633276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1633286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1633282.625000 Penalty: 4790.163086
	Iteration 29Q: 3 clusters Score -1633283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1633291.250000 Penalty: 4790.163086
	Iteration 30Q: 3 clusters Score -1633291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1633296.625000 Penalty: 4790.163086
	Iteration 31Q: 3 clusters Score -1633297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1633305.250000 Penalty: 4790.163086
	Iteration 32Q: 3 clusters Score -1633305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1633306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1633308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1633310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1633312.375000 Penalty: 4790.163086
	Iteration 36Q: 3 clusters Score -1633312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1633311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1633310.500000 Penalty: 4790.163086
	Iteration 38Q: 3 clusters Score -1633310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1633310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1633309.875000 Penalty: 4790.163086
	Iteration 40F: 3 clusters Score -1633310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1633322.875000 Penalty: 4790.163086
	Iteration 41Q: 3 clusters Score -1633323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1633319.250000 Penalty: 4790.163086
	Iteration 42Q: 3 clusters Score -1633319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1633320.875000 Penalty: 4790.163086
	Iteration 43Q: 3 clusters Score -1633321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1633323.625000 Penalty: 4790.163086
	Iteration 44Q: 3 clusters Score -1633324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1633324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1633327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1633327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1633327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1633328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1633327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1633330.625000 Penalty: 4790.163086
	Iteration 51Q: 3 clusters Score -1633331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1633331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1633332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1633333.000000 Penalty: 4790.163086
	Iteration 54Q: 3 clusters Score -1633333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1633332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1633333.875000 Penalty: 4790.163086
	Iteration 56Q: 3 clusters Score -1633334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1633338.750000 Penalty: 4790.163086
	Iteration 57Q: 3 clusters Score -1633339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1633334.500000 Penalty: 4790.163086
	Iteration 58Q: 3 clusters Score -1633334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1633338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1633342.000000 Penalty: 4790.163086
	Iteration 60F: 3 clusters Score -1633342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1633345.250000 Penalty: 4790.163086
	Iteration 61Q: 3 clusters Score -1633345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1633344.875000 Penalty: 4790.163086
	Iteration 62Q: 3 clusters Score -1633345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1633348.500000 Penalty: 4790.163086
	Iteration 63Q: 3 clusters Score -1633348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1633349.125000 Penalty: 4790.163086
	Iteration 64Q: 3 clusters Score -1633349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1633348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1633351.500000 Penalty: 4790.163086
	Iteration 66Q: 3 clusters Score -1633352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1633352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1633356.375000 Penalty: 4790.163086
	Iteration 68Q: 3 clusters Score -1633356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1633356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1633356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1633356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1633355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1633356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1633357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1633356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1633356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1633362.250000 Penalty: 4790.163086
	Iteration 77Q: 3 clusters Score -1633362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1633362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1633366.250000 Penalty: 4790.163086
	Iteration 79Q: 3 clusters Score -1633366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1633366.625000 Penalty: 4790.163086
	Iteration 80F: 3 clusters Score -1633367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1633366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1633365.875000 Penalty: 4790.163086
	Iteration 82Q: 3 clusters Score -1633366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1633370.375000 Penalty: 4790.163086
	Iteration 83Q: 3 clusters Score -1633370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1633373.250000 Penalty: 4790.163086
	Iteration 84Q: 3 clusters Score -1633373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1633374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1633377.750000 Penalty: 4790.163086
	Iteration 86Q: 3 clusters Score -1633378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1633382.125000 Penalty: 4790.163086
	Iteration 87Q: 3 clusters Score -1633382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1633379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1633384.000000 Penalty: 4790.163086
	Iteration 89Q: 3 clusters Score -1633384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1633384.000000 Penalty: 4790.163086
	Iteration 90Q: 3 clusters Score -1633384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1633387.500000 Penalty: 4790.163086
	Iteration 91Q: 3 clusters Score -1633388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1633386.375000 Penalty: 4790.163086
	Iteration 92Q: 3 clusters Score -1633386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1633389.125000 Penalty: 4790.163086
	Iteration 93Q: 3 clusters Score -1633389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1633386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1633384 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 4211 members 
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	Iteration 96Q: 3 clusters Score -1633386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1633385.625000 Penalty: 4790.163086
	Iteration 97Q: 3 clusters Score -1633386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1633385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1633389.875000 Penalty: 4790.163086
	Iteration 99Q: 3 clusters Score -1633390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1633392.500000 Penalty: 4790.163086
	Iteration 100F: 3 clusters Score -1633392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1633392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1633390.500000 Penalty: 4790.163086
	Iteration 102Q: 3 clusters Score -1633390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1633387.750000 Penalty: 4790.163086
	Iteration 103Q: 3 clusters Score -1633388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1633388.875000 Penalty: 4790.163086
	Iteration 104Q: 3 clusters Score -1633389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1633392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1633390 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11520 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1633393 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1633398 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1633399 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1633399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1633403.125000 Penalty: 4790.163086
	Iteration 111Q: 3 clusters Score -1633403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1633409.375000 Penalty: 4790.163086
	Iteration 112Q: 3 clusters Score -1633409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1633410.500000 Penalty: 4790.163086
	Iteration 113Q: 3 clusters Score -1633410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1633413.500000 Penalty: 4790.163086
	Iteration 114Q: 3 clusters Score -1633414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1633418.875000 Penalty: 4790.163086
	Iteration 115Q: 3 clusters Score -1633419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1633415.125000 Penalty: 4790.163086
	Iteration 116Q: 3 clusters Score -1633415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1633417.625000 Penalty: 4790.163086
	Iteration 117Q: 3 clusters Score -1633418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1633419.250000 Penalty: 4790.163086
	Iteration 118Q: 3 clusters Score -1633419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1633420.500000 Penalty: 4790.163086
	Iteration 119Q: 3 clusters Score -1633420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1633421.625000 Penalty: 4790.163086
	Iteration 120F: 3 clusters Score -1633422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1633419.625000 Penalty: 4790.163086
	Iteration 121Q: 3 clusters Score -1633420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1633421.875000 Penalty: 4790.163086
	Iteration 122Q: 3 clusters Score -1633422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1633419.375000 Penalty: 4790.163086
	Iteration 123Q: 3 clusters Score -1633419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1633416.750000 Penalty: 4790.163086
	Iteration 124Q: 3 clusters Score -1633417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1633418.000000 Penalty: 4790.163086
	Iteration 125Q: 3 clusters Score -1633418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1633419.125000 Penalty: 4790.163086
	Iteration 126Q: 3 clusters Score -1633419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1633415.500000 Penalty: 4790.163086
	Iteration 127Q: 3 clusters Score -1633416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1633417.375000 Penalty: 4790.163086
	Iteration 128Q: 3 clusters Score -1633417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1633421.250000 Penalty: 4790.163086
	Iteration 129Q: 3 clusters Score -1633421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1633423.000000 Penalty: 4790.163086
	Iteration 130Q: 3 clusters Score -1633423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1633423.625000 Penalty: 4790.163086
	Iteration 131Q: 3 clusters Score -1633424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1633421.250000 Penalty: 4790.163086
	Iteration 132Q: 3 clusters Score -1633421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1633421.250000 Penalty: 4790.163086
	Iteration 133Q: 3 clusters Score -1633421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1633421.250000 Penalty: 4790.163086
	Iteration 134F: 3 clusters Score -1633421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -433449.343750 Penalty: 2074.513672
	Iteration 0F: 2 clusters Score -433449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -429380.218750 Penalty: 4149.027344
	Iteration 0F: 3 clusters Score -429380.2 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -430322.250000 Penalty: 4149.027344
	Iteration 1F: 3 clusters Score -430322.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -430531.031250 Penalty: 4149.027344
	Iteration 2F: 3 clusters Score -430531 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -430649.625000 Penalty: 4149.027344
	Iteration 3Q: 3 clusters Score -430649.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -430747.406250 Penalty: 4149.027344
	Iteration 4Q: 3 clusters Score -430747.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -430847.656250 Penalty: 4149.027344
	Iteration 5Q: 3 clusters Score -430847.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -430938.937500 Penalty: 4149.027344
	Iteration 6Q: 3 clusters Score -430938.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -431034.468750 Penalty: 4149.027344
	Iteration 7Q: 3 clusters Score -431034.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -431127.312500 Penalty: 4149.027344
	Iteration 8Q: 3 clusters Score -431127.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -431209.156250 Penalty: 4149.027344
	Iteration 9Q: 3 clusters Score -431209.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -431276.625000 Penalty: 4149.027344
	Iteration 10Q: 3 clusters Score -431276.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -431325.781250 Penalty: 4149.027344
	Iteration 11Q: 3 clusters Score -431325.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -431360.812500 Penalty: 4149.027344
	Iteration 12Q: 3 clusters Score -431360.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -431380.218750 Penalty: 4149.027344
	Iteration 13Q: 3 clusters Score -431380.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -431397.781250 Penalty: 4149.027344
	Iteration 14Q: 3 clusters Score -431397.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -431413.281250 Penalty: 4149.027344
	Iteration 15Q: 3 clusters Score -431413.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -431428.156250 Penalty: 4149.027344
	Iteration 16Q: 3 clusters Score -431428.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -431438.968750 Penalty: 4149.027344
	Iteration 17Q: 3 clusters Score -431439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -431448.562500 Penalty: 4149.027344
	Iteration 18Q: 3 clusters Score -431448.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -431456.625000 Penalty: 4149.027344
	Iteration 19Q: 3 clusters Score -431456.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -431461.718750 Penalty: 4149.027344
	Iteration 20F: 3 clusters Score -431461.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -431469.531250 Penalty: 4149.027344
	Iteration 21Q: 3 clusters Score -431469.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -431476.062500 Penalty: 4149.027344
	Iteration 22Q: 3 clusters Score -431476.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -431480.750000 Penalty: 4149.027344
	Iteration 23Q: 3 clusters Score -431480.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -431484.000000 Penalty: 4149.027344
	Iteration 24Q: 3 clusters Score -431484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -431488.000000 Penalty: 4149.027344
	Iteration 25Q: 3 clusters Score -431488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -431490.375000 Penalty: 4149.027344
	Iteration 26Q: 3 clusters Score -431490.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -431493.000000 Penalty: 4149.027344
	Iteration 27Q: 3 clusters Score -431493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -431495.593750 Penalty: 4149.027344
	Iteration 28Q: 3 clusters Score -431495.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -431499.906250 Penalty: 4149.027344
	Iteration 29Q: 3 clusters Score -431499.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -431500.593750 Penalty: 4149.027344
	Iteration 30Q: 3 clusters Score -431500.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -431503.906250 Penalty: 4149.027344
	Iteration 31Q: 3 clusters Score -431503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -431504.937500 Penalty: 4149.027344
	Iteration 32Q: 3 clusters Score -431504.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -431506.906250 Penalty: 4149.027344
	Iteration 33Q: 3 clusters Score -431506.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -431509.000000 Penalty: 4149.027344
	Iteration 34Q: 3 clusters Score -431509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -431513.093750 Penalty: 4149.027344
	Iteration 35Q: 3 clusters Score -431513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -431517.281250 Penalty: 4149.027344
	Iteration 36Q: 3 clusters Score -431517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -431519.281250 Penalty: 4149.027344
	Iteration 37Q: 3 clusters Score -431519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -431521.500000 Penalty: 4149.027344
	Iteration 38Q: 3 clusters Score -431521.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -431522.968750 Penalty: 4149.027344
	Iteration 39Q: 3 clusters Score -431523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -431523.312500 Penalty: 4149.027344
	Iteration 40F: 3 clusters Score -431523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -431524.593750 Penalty: 4149.027344
	Iteration 41Q: 3 clusters Score -431524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -431524.593750 Penalty: 4149.027344
	Iteration 42F: 3 clusters Score -431524.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71892.539062 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71892.54 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72130.000000 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72197.164062 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -72197.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72222.773438 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -72222.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72244.453125 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72244.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72257.335938 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72257.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72265.234375 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72265.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72274.445312 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72274.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72283.835938 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72283.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72297.101562 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -72297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72302.968750 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -72302.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72307.125000 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -72307.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72308.453125 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -72308.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72310.585938 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -72310.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72311.304688 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -72311.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72312.093750 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -72312.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72313.328125 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -72313.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72313.328125 Penalty: 3303.009766
	Iteration 17F: 3 clusters Score -72313.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10605.426758 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10605.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10609.811523 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10609.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10609.811523 Penalty: 2436.676758
	Iteration 2F: 3 clusters Score -10609.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59625.742188 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59625.74 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59854.660156 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59854.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59960.707031 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -59960.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60020.058594 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -60020.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60052.101562 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -60052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60079.484375 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -60079.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60093.457031 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -60093.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60104.437500 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -60104.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60114.566406 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -60114.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60122.640625 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -60122.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60128.105469 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -60128.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60132.347656 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -60132.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60133.867188 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -60133.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60133.867188 Penalty: 3211.049805
	Iteration 13F: 3 clusters Score -60133.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Entering Unmasked Estep 
Score: -4648546.500000 Penalty: 2650.958984
	Iteration 0F: 2 clusters Score -4648546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4618991.500000 Penalty: 5301.917969
	Iteration 0F: 3 clusters Score -4618992 nChanged 20024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4629885.000000 Penalty: 5301.917969
	Iteration 1F: 3 clusters Score -4629885 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4630414.000000 Penalty: 5301.917969
	Iteration 2Q: 3 clusters Score -4630414 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4630970.500000 Penalty: 5301.917969
	Iteration 3Q: 3 clusters Score -4630970 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4631474.500000 Penalty: 5301.917969
	Iteration 4Q: 3 clusters Score -4631474 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4632085.000000 Penalty: 5301.917969
	Iteration 5Q: 3 clusters Score -4632085 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4632810.500000 Penalty: 5301.917969
	Iteration 6Q: 3 clusters Score -4632810 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4633788.500000 Penalty: 5301.917969
	Iteration 7Q: 3 clusters Score -4633788 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -4635174.000000 Penalty: 5301.917969
	Iteration 8F: 3 clusters Score -4635174 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4636921.000000 Penalty: 5301.917969
	Iteration 9F: 3 clusters Score -4636921 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4638734.000000 Penalty: 5301.917969
	Iteration 10F: 3 clusters Score -4638734 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4640037.000000 Penalty: 5301.917969
	Iteration 11F: 3 clusters Score -4640037 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -4640753.000000 Penalty: 5301.917969
	Iteration 12Q: 3 clusters Score -4640753 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4641037.000000 Penalty: 5301.917969
	Iteration 13Q: 3 clusters Score -4641037 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4641252.000000 Penalty: 5301.917969
	Iteration 14Q: 3 clusters Score -4641252 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -4641445.500000 Penalty: 5301.917969
	Iteration 15Q: 3 clusters Score -4641446 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4641626.500000 Penalty: 5301.917969
	Iteration 16Q: 3 clusters Score -4641626 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4641897.500000 Penalty: 5301.917969
	Iteration 17Q: 3 clusters Score -4641898 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4642198.500000 Penalty: 5301.917969
	Iteration 18Q: 3 clusters Score -4642198 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4642597.000000 Penalty: 5301.917969
	Iteration 19Q: 3 clusters Score -4642597 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -4643067.500000 Penalty: 5301.917969
	Iteration 20F: 3 clusters Score -4643068 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4643564.000000 Penalty: 5301.917969
	Iteration 21Q: 3 clusters Score -4643564 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -4643963.000000 Penalty: 5301.917969
	Iteration 22Q: 3 clusters Score -4643963 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -4644329.000000 Penalty: 5301.917969
	Iteration 23Q: 3 clusters Score -4644329 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4644561.000000 Penalty: 5301.917969
	Iteration 24Q: 3 clusters Score -4644561 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4644747.500000 Penalty: 5301.917969
	Iteration 25Q: 3 clusters Score -4644748 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -4644880.500000 Penalty: 5301.917969
	Iteration 26Q: 3 clusters Score -4644880 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -4645016.000000 Penalty: 5301.917969
	Iteration 27Q: 3 clusters Score -4645016 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -4645105.000000 Penalty: 5301.917969
	Iteration 28Q: 3 clusters Score -4645105 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4645198.000000 Penalty: 5301.917969
	Iteration 29Q: 3 clusters Score -4645198 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -4645272.000000 Penalty: 5301.917969
	Iteration 30Q: 3 clusters Score -4645272 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4645357.000000 Penalty: 5301.917969
	Iteration 31Q: 3 clusters Score -4645357 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -4645445.500000 Penalty: 5301.917969
	Iteration 32Q: 3 clusters Score -4645446 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -4645524.000000 Penalty: 5301.917969
	Iteration 33Q: 3 clusters Score -4645524 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -4645632.000000 Penalty: 5301.917969
	Iteration 34Q: 3 clusters Score -4645632 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4645736.500000 Penalty: 5301.917969
	Iteration 35Q: 3 clusters Score -4645736 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4645876.000000 Penalty: 5301.917969
	Iteration 36Q: 3 clusters Score -4645876 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4645993.000000 Penalty: 5301.917969
	Iteration 37Q: 3 clusters Score -4645993 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4646029.500000 Penalty: 5301.917969
	Iteration 38Q: 3 clusters Score -4646030 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -4646063.500000 Penalty: 5301.917969
	Iteration 39Q: 3 clusters Score -4646064 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4646245.000000 Penalty: 5301.917969
	Iteration 40F: 3 clusters Score -4646245 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -4646402.000000 Penalty: 5301.917969
	Iteration 41Q: 3 clusters Score -4646402 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4646515.500000 Penalty: 5301.917969
	Iteration 42Q: 3 clusters Score -4646516 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -4646588.000000 Penalty: 5301.917969
	Iteration 43Q: 3 clusters Score -4646588 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4646619.000000 Penalty: 5301.917969
	Iteration 44Q: 3 clusters Score -4646619 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4646647.500000 Penalty: 5301.917969
	Iteration 45Q: 3 clusters Score -4646648 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4646638.000000 Penalty: 5301.917969
	Iteration 46Q: 3 clusters Score -4646638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4646655.500000 Penalty: 5301.917969
	Iteration 47Q: 3 clusters Score -4646656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4646666.000000 Penalty: 5301.917969
	Iteration 48Q: 3 clusters Score -4646666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4646667.500000 Penalty: 5301.917969
	Iteration 49Q: 3 clusters Score -4646668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4646672.500000 Penalty: 5301.917969
	Iteration 50Q: 3 clusters Score -4646672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4646680.000000 Penalty: 5301.917969
	Iteration 51Q: 3 clusters Score -4646680 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4646703.500000 Penalty: 5301.917969
	Iteration 52Q: 3 clusters Score -4646704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -4646706.000000 Penalty: 5301.917969
	Iteration 53Q: 3 clusters Score -4646706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4646709.000000 Penalty: 5301.917969
	Iteration 54Q: 3 clusters Score -4646709 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4646723.000000 Penalty: 5301.917969
	Iteration 55Q: 3 clusters Score -4646723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4646739.500000 Penalty: 5301.917969
	Iteration 56Q: 3 clusters Score -4646740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4646727.500000 Penalty: 5301.917969
	Iteration 57Q: 3 clusters Score -4646728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4646728.000000 Penalty: 5301.917969
	Iteration 58Q: 3 clusters Score -4646728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4646734.000000 Penalty: 5301.917969
	Iteration 59Q: 3 clusters Score -4646734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4646733.500000 Penalty: 5301.917969
	Iteration 60F: 3 clusters Score -4646734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4646729.000000 Penalty: 5301.917969
	Iteration 61Q: 3 clusters Score -4646729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -4646734.000000 Penalty: 5301.917969
	Iteration 62Q: 3 clusters Score -4646734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4646735.000000 Penalty: 5301.917969
	Iteration 63Q: 3 clusters Score -4646735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4646731.000000 Penalty: 5301.917969
	Iteration 64Q: 3 clusters Score -4646731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4646729.500000 Penalty: 5301.917969
	Iteration 65Q: 3 clusters Score -4646730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4646742.500000 Penalty: 5301.917969
	Iteration 66Q: 3 clusters Score -4646742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4646757.000000 Penalty: 5301.917969
	Iteration 67Q: 3 clusters Score -4646757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4646747.500000 Penalty: 5301.917969
	Iteration 68Q: 3 clusters Score -4646748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -4646744.500000 Penalty: 5301.917969
	Iteration 69Q: 3 clusters Score -4646744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -4646745.500000 Penalty: 5301.917969
	Iteration 70Q: 3 clusters Score -4646746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4646752.500000 Penalty: 5301.917969
	Iteration 71Q: 3 clusters Score -4646752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4646754.500000 Penalty: 5301.917969
	Iteration 72Q: 3 clusters Score -4646754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4646743.000000 Penalty: 5301.917969
	Iteration 73Q: 3 clusters Score -4646743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -4646747.500000 Penalty: 5301.917969
	Iteration 74Q: 3 clusters Score -4646748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4646745.500000 Penalty: 5301.917969
	Iteration 75Q: 3 clusters Score -4646746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4646744.000000 Penalty: 5301.917969
	Iteration 76Q: 3 clusters Score -4646744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -4646748.000000 Penalty: 5301.917969
	Iteration 77Q: 3 clusters Score -4646748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4646734.500000 Penalty: 5301.917969
	Iteration 78Q: 3 clusters Score -4646734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -4646742.500000 Penalty: 5301.917969
	Iteration 79Q: 3 clusters Score -4646742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -4646740.500000 Penalty: 5301.917969
	Iteration 80F: 3 clusters Score -4646740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4646737.000000 Penalty: 5301.917969
	Iteration 81Q: 3 clusters Score -4646737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4646744.500000 Penalty: 5301.917969
	Iteration 82Q: 3 clusters Score -4646744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4646753.000000 Penalty: 5301.917969
	Iteration 83Q: 3 clusters Score -4646753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4646751.000000 Penalty: 5301.917969
	Iteration 84Q: 3 clusters Score -4646751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4646750.500000 Penalty: 5301.917969
	Iteration 85Q: 3 clusters Score -4646750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4646748.500000 Penalty: 5301.917969
	Iteration 86Q: 3 clusters Score -4646748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4646748.500000 Penalty: 5301.917969
	Iteration 87F: 3 clusters Score -4646748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -39079.140625 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -39079.14 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 207 members 
Entering Unmasked Estep 
Score: -37602.781250 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -37602.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37789.464844 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -37789.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37876.414062 Penalty: 3032.386475
	Iteration 2Q: 3 clusters Score -37876.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37950.929688 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -37950.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38008.875000 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -38008.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -38022.601562 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -38022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -38033.460938 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -38033.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38051.058594 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -38051.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38066.964844 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -38066.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -38075.078125 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -38075.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38105.203125 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -38105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38125.382812 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -38125.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38139.496094 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -38139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38163.488281 Penalty: 3032.386475
	Iteration 13Q: 3 clusters Score -38163.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38171.859375 Penalty: 3032.386475
	Iteration 14Q: 3 clusters Score -38171.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38179.937500 Penalty: 3032.386475
	Iteration 15Q: 3 clusters Score -38179.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -38186.042969 Penalty: 3032.386475
	Iteration 16Q: 3 clusters Score -38186.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38191.941406 Penalty: 3032.386475
	Iteration 17Q: 3 clusters Score -38191.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38191.941406 Penalty: 3032.386475
	Iteration 18F: 3 clusters Score -38191.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -544876.375000 Penalty: 2133.954346
	Iteration 0F: 2 clusters Score -544876.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -540110.312500 Penalty: 4267.908691
	Iteration 0F: 3 clusters Score -540110.3 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -541446.125000 Penalty: 4267.908691
	Iteration 1F: 3 clusters Score -541446.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -541804.937500 Penalty: 4267.908691
	Iteration 2F: 3 clusters Score -541804.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -542089.625000 Penalty: 4267.908691
	Iteration 3F: 3 clusters Score -542089.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -542338.187500 Penalty: 4267.908691
	Iteration 4F: 3 clusters Score -542338.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -542533.250000 Penalty: 4267.908691
	Iteration 5F: 3 clusters Score -542533.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -542698.187500 Penalty: 4267.908691
	Iteration 6Q: 3 clusters Score -542698.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -542863.312500 Penalty: 4267.908691
	Iteration 7Q: 3 clusters Score -542863.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -543011.375000 Penalty: 4267.908691
	Iteration 8Q: 3 clusters Score -543011.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -543116.312500 Penalty: 4267.908691
	Iteration 9Q: 3 clusters Score -543116.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -543186.875000 Penalty: 4267.908691
	Iteration 10Q: 3 clusters Score -543186.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -543241.312500 Penalty: 4267.908691
	Iteration 11Q: 3 clusters Score -543241.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -543290.562500 Penalty: 4267.908691
	Iteration 12Q: 3 clusters Score -543290.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -543336.375000 Penalty: 4267.908691
	Iteration 13Q: 3 clusters Score -543336.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -543386.500000 Penalty: 4267.908691
	Iteration 14Q: 3 clusters Score -543386.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -543423.312500 Penalty: 4267.908691
	Iteration 15Q: 3 clusters Score -543423.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -543450.250000 Penalty: 4267.908691
	Iteration 16Q: 3 clusters Score -543450.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -543467.250000 Penalty: 4267.908691
	Iteration 17Q: 3 clusters Score -543467.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -543475.687500 Penalty: 4267.908691
	Iteration 18Q: 3 clusters Score -543475.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -543479.187500 Penalty: 4267.908691
	Iteration 19Q: 3 clusters Score -543479.2 nChanged 8
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: -543483.062500 Penalty: 4267.908691
	Iteration 20F: 3 clusters Score -543483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -543488.250000 Penalty: 4267.908691
	Iteration 21Q: 3 clusters Score -543488.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -543491.562500 Penalty: 4267.908691
	Iteration 22Q: 3 clusters Score -543491.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -543495.000000 Penalty: 4267.908691
	Iteration 23Q: 3 clusters Score -543495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -543502.937500 Penalty: 4267.908691
	Iteration 24Q: 3 clusters Score -543502.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -543508.375000 Penalty: 4267.908691
	Iteration 25Q: 3 clusters Score -543508.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -543516.000000 Penalty: 4267.908691
	Iteration 26Q: 3 clusters Score -543516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -543518.875000 Penalty: 4267.908691
	Iteration 27Q: 3 clusters Score -543518.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -543522.250000 Penalty: 4267.908691
	Iteration 28Q: 3 clusters Score -543522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -543522.312500 Penalty: 4267.908691
	Iteration 29Q: 3 clusters Score -543522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -543524.125000 Penalty: 4267.908691
	Iteration 30Q: 3 clusters Score -543524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -543525.187500 Penalty: 4267.908691
	Iteration 31Q: 3 clusters Score -543525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -543529.125000 Penalty: 4267.908691
	Iteration 32Q: 3 clusters Score -543529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -543529.875000 Penalty: 4267.908691
	Iteration 33Q: 3 clusters Score -543529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -543533.125000 Penalty: 4267.908691
	Iteration 34Q: 3 clusters Score -543533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -543533.000000 Penalty: 4267.908691
	Iteration 35Q: 3 clusters Score -543533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -543535.812500 Penalty: 4267.908691
	Iteration 36Q: 3 clusters Score -543535.8 nChanged 3
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: -543535.437500 Penalty: 4267.908691
	Iteration 37Q: 3 clusters Score -543535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -543536.250000 Penalty: 4267.908691
	Iteration 38Q: 3 clusters Score -543536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -543536.812500 Penalty: 4267.908691
	Iteration 39Q: 3 clusters Score -543536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -543537.500000 Penalty: 4267.908691
	Iteration 40F: 3 clusters Score -543537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -543539.250000 Penalty: 4267.908691
	Iteration 41Q: 3 clusters Score -543539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -543539.250000 Penalty: 4267.908691
	Iteration 42F: 3 clusters Score -543539.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (196867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196867 members 
Entering Unmasked Estep 
Score: -20593232.000000 Penalty: 3023.190430
	Iteration 0F: 2 clusters Score -2.059323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98548 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -20468424.000000 Penalty: 6046.380859
	Iteration 0F: 3 clusters Score -2.046842e+07 nChanged 94258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -20523444.000000 Penalty: 6046.380859
	Iteration 1F: 3 clusters Score -2.052344e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -20525466.000000 Penalty: 6046.380859
	Iteration 2Q: 3 clusters Score -2.052547e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -20528510.000000 Penalty: 6046.380859
	Iteration 3Q: 3 clusters Score -2.052851e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -20532948.000000 Penalty: 6046.380859
	Iteration 4Q: 3 clusters Score -2.053295e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112255 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -20540042.000000 Penalty: 6046.380859
	Iteration 5F: 3 clusters Score -2.054004e+07 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119302 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -20551170.000000 Penalty: 6046.380859
	Iteration 6F: 3 clusters Score -2.055117e+07 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126507 members 
Mstep: Class 2 contains 70360 members 
Entering Unmasked Estep 
Score: -20565074.000000 Penalty: 6046.380859
	Iteration 7F: 3 clusters Score -2.056507e+07 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131456 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -20574648.000000 Penalty: 6046.380859
	Iteration 8F: 3 clusters Score -2.057465e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -20578342.000000 Penalty: 6046.380859
	Iteration 9Q: 3 clusters Score -2.057834e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -20579824.000000 Penalty: 6046.380859
	Iteration 10Q: 3 clusters Score -2.057982e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138080 members 
Mstep: Class 2 contains 58787 members 
Entering Unmasked Estep 
Score: -20580974.000000 Penalty: 6046.380859
	Iteration 11Q: 3 clusters Score -2.058097e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139688 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -20581916.000000 Penalty: 6046.380859
	Iteration 12Q: 3 clusters Score -2.058192e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141197 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -20582758.000000 Penalty: 6046.380859
	Iteration 13Q: 3 clusters Score -2.058276e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142602 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -20583566.000000 Penalty: 6046.380859
	Iteration 14Q: 3 clusters Score -2.058357e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143889 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -20584230.000000 Penalty: 6046.380859
	Iteration 15Q: 3 clusters Score -2.058423e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -20584636.000000 Penalty: 6046.380859
	Iteration 16Q: 3 clusters Score -2.058464e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146127 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -20584926.000000 Penalty: 6046.380859
	Iteration 17Q: 3 clusters Score -2.058493e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147160 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -20585300.000000 Penalty: 6046.380859
	Iteration 18Q: 3 clusters Score -2.05853e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148104 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -20585484.000000 Penalty: 6046.380859
	Iteration 19Q: 3 clusters Score -2.058548e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148988 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -20585650.000000 Penalty: 6046.380859
	Iteration 20F: 3 clusters Score -2.058565e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149845 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -20585680.000000 Penalty: 6046.380859
	Iteration 21Q: 3 clusters Score -2.058568e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150648 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -20585864.000000 Penalty: 6046.380859
	Iteration 22Q: 3 clusters Score -2.058586e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151456 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -20585834.000000 Penalty: 6046.380859
	Iteration 23Q: 3 clusters Score -2.058583e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152191 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -20585924.000000 Penalty: 6046.380859
	Iteration 24Q: 3 clusters Score -2.058592e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152894 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -20585934.000000 Penalty: 6046.380859
	Iteration 25Q: 3 clusters Score -2.058593e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153642 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -20586002.000000 Penalty: 6046.380859
	Iteration 26Q: 3 clusters Score -2.0586e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -20586058.000000 Penalty: 6046.380859
	Iteration 27Q: 3 clusters Score -2.058606e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -20586046.000000 Penalty: 6046.380859
	Iteration 28Q: 3 clusters Score -2.058605e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -20586102.000000 Penalty: 6046.380859
	Iteration 29Q: 3 clusters Score -2.05861e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -20586140.000000 Penalty: 6046.380859
	Iteration 30Q: 3 clusters Score -2.058614e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157146 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -20586212.000000 Penalty: 6046.380859
	Iteration 31Q: 3 clusters Score -2.058621e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -20586262.000000 Penalty: 6046.380859
	Iteration 32Q: 3 clusters Score -2.058626e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158468 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -20586362.000000 Penalty: 6046.380859
	Iteration 33Q: 3 clusters Score -2.058636e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159100 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -20586390.000000 Penalty: 6046.380859
	Iteration 34Q: 3 clusters Score -2.058639e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159717 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -20586492.000000 Penalty: 6046.380859
	Iteration 35Q: 3 clusters Score -2.058649e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160345 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -20586600.000000 Penalty: 6046.380859
	Iteration 36Q: 3 clusters Score -2.05866e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -20586626.000000 Penalty: 6046.380859
	Iteration 37Q: 3 clusters Score -2.058663e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -20586658.000000 Penalty: 6046.380859
	Iteration 38Q: 3 clusters Score -2.058666e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162111 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -20586664.000000 Penalty: 6046.380859
	Iteration 39Q: 3 clusters Score -2.058666e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162648 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -20586770.000000 Penalty: 6046.380859
	Iteration 40F: 3 clusters Score -2.058677e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163205 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -20586828.000000 Penalty: 6046.380859
	Iteration 41Q: 3 clusters Score -2.058683e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -20586832.000000 Penalty: 6046.380859
	Iteration 42Q: 3 clusters Score -2.058683e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164254 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -20586892.000000 Penalty: 6046.380859
	Iteration 43Q: 3 clusters Score -2.058689e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164787 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -20586966.000000 Penalty: 6046.380859
	Iteration 44Q: 3 clusters Score -2.058697e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -20586990.000000 Penalty: 6046.380859
	Iteration 45Q: 3 clusters Score -2.058699e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165839 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -20587082.000000 Penalty: 6046.380859
	Iteration 46Q: 3 clusters Score -2.058708e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166405 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -20587174.000000 Penalty: 6046.380859
	Iteration 47Q: 3 clusters Score -2.058717e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -20587252.000000 Penalty: 6046.380859
	Iteration 48Q: 3 clusters Score -2.058725e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -20587360.000000 Penalty: 6046.380859
	Iteration 49Q: 3 clusters Score -2.058736e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168001 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -20587442.000000 Penalty: 6046.380859
	Iteration 50Q: 3 clusters Score -2.058744e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -20587598.000000 Penalty: 6046.380859
	Iteration 51Q: 3 clusters Score -2.05876e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169221 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -20587654.000000 Penalty: 6046.380859
	Iteration 52Q: 3 clusters Score -2.058765e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169823 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -20587766.000000 Penalty: 6046.380859
	Iteration 53Q: 3 clusters Score -2.058777e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170451 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -20587944.000000 Penalty: 6046.380859
	Iteration 54Q: 3 clusters Score -2.058794e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171086 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -20588128.000000 Penalty: 6046.380859
	Iteration 55Q: 3 clusters Score -2.058813e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171718 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -20588212.000000 Penalty: 6046.380859
	Iteration 56Q: 3 clusters Score -2.058821e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -20588298.000000 Penalty: 6046.380859
	Iteration 57Q: 3 clusters Score -2.05883e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172989 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -20588380.000000 Penalty: 6046.380859
	Iteration 58Q: 3 clusters Score -2.058838e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173628 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -20588578.000000 Penalty: 6046.380859
	Iteration 59Q: 3 clusters Score -2.058858e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -20588726.000000 Penalty: 6046.380859
	Iteration 60F: 3 clusters Score -2.058873e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174765 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -20588868.000000 Penalty: 6046.380859
	Iteration 61Q: 3 clusters Score -2.058887e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175349 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -20588990.000000 Penalty: 6046.380859
	Iteration 62Q: 3 clusters Score -2.058899e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175917 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -20588992.000000 Penalty: 6046.380859
	Iteration 63Q: 3 clusters Score -2.058899e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176478 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -20589106.000000 Penalty: 6046.380859
	Iteration 64Q: 3 clusters Score -2.058911e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -20589258.000000 Penalty: 6046.380859
	Iteration 65Q: 3 clusters Score -2.058926e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -20589338.000000 Penalty: 6046.380859
	Iteration 66Q: 3 clusters Score -2.058934e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178217 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -20589430.000000 Penalty: 6046.380859
	Iteration 67Q: 3 clusters Score -2.058943e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178751 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -20589602.000000 Penalty: 6046.380859
	Iteration 68Q: 3 clusters Score -2.05896e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179303 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -20589670.000000 Penalty: 6046.380859
	Iteration 69Q: 3 clusters Score -2.058967e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179851 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -20589808.000000 Penalty: 6046.380859
	Iteration 70Q: 3 clusters Score -2.058981e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180357 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -20589892.000000 Penalty: 6046.380859
	Iteration 71Q: 3 clusters Score -2.058989e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180842 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -20589918.000000 Penalty: 6046.380859
	Iteration 72Q: 3 clusters Score -2.058992e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181293 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -20589976.000000 Penalty: 6046.380859
	Iteration 73Q: 3 clusters Score -2.058998e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181745 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -20590074.000000 Penalty: 6046.380859
	Iteration 74Q: 3 clusters Score -2.059007e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182158 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -20590168.000000 Penalty: 6046.380859
	Iteration 75Q: 3 clusters Score -2.059017e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182559 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -20590306.000000 Penalty: 6046.380859
	Iteration 76Q: 3 clusters Score -2.059031e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -20590326.000000 Penalty: 6046.380859
	Iteration 77Q: 3 clusters Score -2.059033e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183370 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -20590430.000000 Penalty: 6046.380859
	Iteration 78Q: 3 clusters Score -2.059043e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183735 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -20590448.000000 Penalty: 6046.380859
	Iteration 79Q: 3 clusters Score -2.059045e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184082 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -20590520.000000 Penalty: 6046.380859
	Iteration 80F: 3 clusters Score -2.059052e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184419 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -20590580.000000 Penalty: 6046.380859
	Iteration 81Q: 3 clusters Score -2.059058e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -20590580.000000 Penalty: 6046.380859
	Iteration 82Q: 3 clusters Score -2.059058e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185090 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -20590646.000000 Penalty: 6046.380859
	Iteration 83Q: 3 clusters Score -2.059065e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185409 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -20590678.000000 Penalty: 6046.380859
	Iteration 84Q: 3 clusters Score -2.059068e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185713 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -20590686.000000 Penalty: 6046.380859
	Iteration 85Q: 3 clusters Score -2.059069e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185976 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -20590680.000000 Penalty: 6046.380859
	Iteration 86Q: 3 clusters Score -2.059068e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186248 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -20590680.000000 Penalty: 6046.380859
	Iteration 87Q: 3 clusters Score -2.059068e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186487 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -20590694.000000 Penalty: 6046.380859
	Iteration 88Q: 3 clusters Score -2.059069e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186721 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -20590714.000000 Penalty: 6046.380859
	Iteration 89Q: 3 clusters Score -2.059071e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186938 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -20590734.000000 Penalty: 6046.380859
	Iteration 90Q: 3 clusters Score -2.059073e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187137 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -20590722.000000 Penalty: 6046.380859
	Iteration 91Q: 3 clusters Score -2.059072e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187353 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -20590782.000000 Penalty: 6046.380859
	Iteration 92Q: 3 clusters Score -2.059078e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -20590790.000000 Penalty: 6046.380859
	Iteration 93Q: 3 clusters Score -2.059079e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187715 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -20590794.000000 Penalty: 6046.380859
	Iteration 94Q: 3 clusters Score -2.059079e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187877 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -20590818.000000 Penalty: 6046.380859
	Iteration 95Q: 3 clusters Score -2.059082e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188012 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -20590828.000000 Penalty: 6046.380859
	Iteration 96Q: 3 clusters Score -2.059083e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188138 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -20590858.000000 Penalty: 6046.380859
	Iteration 97Q: 3 clusters Score -2.059086e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188251 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -20590896.000000 Penalty: 6046.380859
	Iteration 98Q: 3 clusters Score -2.05909e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188368 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -20590870.000000 Penalty: 6046.380859
	Iteration 99Q: 3 clusters Score -2.059087e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188482 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -20590858.000000 Penalty: 6046.380859
	Iteration 100F: 3 clusters Score -2.059086e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188602 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -20590832.000000 Penalty: 6046.380859
	Iteration 101Q: 3 clusters Score -2.059083e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188707 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -20590852.000000 Penalty: 6046.380859
	Iteration 102Q: 3 clusters Score -2.059085e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188798 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -20590862.000000 Penalty: 6046.380859
	Iteration 103Q: 3 clusters Score -2.059086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188885 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -20590874.000000 Penalty: 6046.380859
	Iteration 104Q: 3 clusters Score -2.059087e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188968 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -20590920.000000 Penalty: 6046.380859
	Iteration 105Q: 3 clusters Score -2.059092e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189045 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -20590930.000000 Penalty: 6046.380859
	Iteration 106Q: 3 clusters Score -2.059093e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189129 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -20590928.000000 Penalty: 6046.380859
	Iteration 107Q: 3 clusters Score -2.059093e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189218 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -20590934.000000 Penalty: 6046.380859
	Iteration 108Q: 3 clusters Score -2.059093e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189288 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -20590966.000000 Penalty: 6046.380859
	Iteration 109Q: 3 clusters Score -2.059097e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189364 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -20590934.000000 Penalty: 6046.380859
	Iteration 110Q: 3 clusters Score -2.059093e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189431 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -20590958.000000 Penalty: 6046.380859
	Iteration 111Q: 3 clusters Score -2.059096e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189497 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -20590974.000000 Penalty: 6046.380859
	Iteration 112Q: 3 clusters Score -2.059097e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189563 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -20591008.000000 Penalty: 6046.380859
	Iteration 113Q: 3 clusters Score -2.059101e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189622 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -20591012.000000 Penalty: 6046.380859
	Iteration 114Q: 3 clusters Score -2.059101e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189671 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -20590978.000000 Penalty: 6046.380859
	Iteration 115Q: 3 clusters Score -2.059098e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189723 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -20590972.000000 Penalty: 6046.380859
	Iteration 116Q: 3 clusters Score -2.059097e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189762 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -20590994.000000 Penalty: 6046.380859
	Iteration 117Q: 3 clusters Score -2.059099e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189810 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -20591000.000000 Penalty: 6046.380859
	Iteration 118Q: 3 clusters Score -2.0591e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189846 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -20591004.000000 Penalty: 6046.380859
	Iteration 119Q: 3 clusters Score -2.0591e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189887 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -20591016.000000 Penalty: 6046.380859
	Iteration 120F: 3 clusters Score -2.059102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189930 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -20591032.000000 Penalty: 6046.380859
	Iteration 121Q: 3 clusters Score -2.059103e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189974 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -20591028.000000 Penalty: 6046.380859
	Iteration 122Q: 3 clusters Score -2.059103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190006 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -20591050.000000 Penalty: 6046.380859
	Iteration 123Q: 3 clusters Score -2.059105e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190046 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -20591040.000000 Penalty: 6046.380859
	Iteration 124Q: 3 clusters Score -2.059104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190075 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -20591004.000000 Penalty: 6046.380859
	Iteration 125Q: 3 clusters Score -2.0591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190094 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -20591004.000000 Penalty: 6046.380859
	Iteration 126Q: 3 clusters Score -2.0591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190110 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -20591026.000000 Penalty: 6046.380859
	Iteration 127Q: 3 clusters Score -2.059103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190121 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -20591036.000000 Penalty: 6046.380859
	Iteration 128Q: 3 clusters Score -2.059104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190131 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -20591056.000000 Penalty: 6046.380859
	Iteration 129Q: 3 clusters Score -2.059106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190142 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -20591040.000000 Penalty: 6046.380859
	Iteration 130Q: 3 clusters Score -2.059104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190146 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -20591046.000000 Penalty: 6046.380859
	Iteration 131Q: 3 clusters Score -2.059105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190148 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -20591040.000000 Penalty: 6046.380859
	Iteration 132Q: 3 clusters Score -2.059104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190155 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -20591068.000000 Penalty: 6046.380859
	Iteration 133Q: 3 clusters Score -2.059107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190159 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -20591056.000000 Penalty: 6046.380859
	Iteration 134Q: 3 clusters Score -2.059106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190162 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -20591048.000000 Penalty: 6046.380859
	Iteration 135Q: 3 clusters Score -2.059105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190169 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -20591050.000000 Penalty: 6046.380859
	Iteration 136Q: 3 clusters Score -2.059105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190181 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -20591072.000000 Penalty: 6046.380859
	Iteration 137Q: 3 clusters Score -2.059107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190194 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -20591068.000000 Penalty: 6046.380859
	Iteration 138Q: 3 clusters Score -2.059107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190200 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -20591070.000000 Penalty: 6046.380859
	Iteration 139Q: 3 clusters Score -2.059107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190207 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -20591082.000000 Penalty: 6046.380859
	Iteration 140F: 3 clusters Score -2.059108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190216 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -20591060.000000 Penalty: 6046.380859
	Iteration 141Q: 3 clusters Score -2.059106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190222 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -20591060.000000 Penalty: 6046.380859
	Iteration 142Q: 3 clusters Score -2.059106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190230 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -20591060.000000 Penalty: 6046.380859
	Iteration 143Q: 3 clusters Score -2.059106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190239 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -20591060.000000 Penalty: 6046.380859
	Iteration 144Q: 3 clusters Score -2.059106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190249 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -20591058.000000 Penalty: 6046.380859
	Iteration 145Q: 3 clusters Score -2.059106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190257 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -20591056.000000 Penalty: 6046.380859
	Iteration 146Q: 3 clusters Score -2.059106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190263 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -20591064.000000 Penalty: 6046.380859
	Iteration 147Q: 3 clusters Score -2.059106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190272 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -20591058.000000 Penalty: 6046.380859
	Iteration 148Q: 3 clusters Score -2.059106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190280 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -20591038.000000 Penalty: 6046.380859
	Iteration 149Q: 3 clusters Score -2.059104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190286 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -20591054.000000 Penalty: 6046.380859
	Iteration 150Q: 3 clusters Score -2.059105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190289 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -20591046.000000 Penalty: 6046.380859
	Iteration 151Q: 3 clusters Score -2.059105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190292 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -20591060.000000 Penalty: 6046.380859
	Iteration 152Q: 3 clusters Score -2.059106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190295 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -20591064.000000 Penalty: 6046.380859
	Iteration 153Q: 3 clusters Score -2.059106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190298 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -20591082.000000 Penalty: 6046.380859
	Iteration 154Q: 3 clusters Score -2.059108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190300 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -20591074.000000 Penalty: 6046.380859
	Iteration 155Q: 3 clusters Score -2.059107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190304 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -20591072.000000 Penalty: 6046.380859
	Iteration 156Q: 3 clusters Score -2.059107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190309 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -20591088.000000 Penalty: 6046.380859
	Iteration 157Q: 3 clusters Score -2.059109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190313 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -20591088.000000 Penalty: 6046.380859
	Iteration 158Q: 3 clusters Score -2.059109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190316 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -20591098.000000 Penalty: 6046.380859
	Iteration 159Q: 3 clusters Score -2.05911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190319 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -20591086.000000 Penalty: 6046.380859
	Iteration 160F: 3 clusters Score -2.059109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190323 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -20591080.000000 Penalty: 6046.380859
	Iteration 161Q: 3 clusters Score -2.059108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190326 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -20591068.000000 Penalty: 6046.380859
	Iteration 162Q: 3 clusters Score -2.059107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190327 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -20591076.000000 Penalty: 6046.380859
	Iteration 163Q: 3 clusters Score -2.059108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190328 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -20591080.000000 Penalty: 6046.380859
	Iteration 164Q: 3 clusters Score -2.059108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190330 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -20591080.000000 Penalty: 6046.380859
	Iteration 165Q: 3 clusters Score -2.059108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190333 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -20591080.000000 Penalty: 6046.380859
	Iteration 166Q: 3 clusters Score -2.059108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190335 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -20591084.000000 Penalty: 6046.380859
	Iteration 167Q: 3 clusters Score -2.059108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190335 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -20591084.000000 Penalty: 6046.380859
	Iteration 168F: 3 clusters Score -2.059108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Entering Unmasked Estep 
Score: -3283741.000000 Penalty: 2566.879150
	Iteration 0F: 2 clusters Score -3283741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3262402.000000 Penalty: 5133.758301
	Iteration 0F: 3 clusters Score -3262402 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3269971.750000 Penalty: 5133.758301
	Iteration 1F: 3 clusters Score -3269972 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3270351.750000 Penalty: 5133.758301
	Iteration 2Q: 3 clusters Score -3270352 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3270749.750000 Penalty: 5133.758301
	Iteration 3Q: 3 clusters Score -3270750 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3271110.250000 Penalty: 5133.758301
	Iteration 4Q: 3 clusters Score -3271110 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3271529.750000 Penalty: 5133.758301
	Iteration 5Q: 3 clusters Score -3271530 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3272018.250000 Penalty: 5133.758301
	Iteration 6Q: 3 clusters Score -3272018 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3272692.250000 Penalty: 5133.758301
	Iteration 7Q: 3 clusters Score -3272692 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -3273598.500000 Penalty: 5133.758301
	Iteration 8F: 3 clusters Score -3273598 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -3274806.250000 Penalty: 5133.758301
	Iteration 9F: 3 clusters Score -3274806 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3276172.500000 Penalty: 5133.758301
	Iteration 10F: 3 clusters Score -3276172 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3277555.000000 Penalty: 5133.758301
	Iteration 11F: 3 clusters Score -3277555 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3278797.750000 Penalty: 5133.758301
	Iteration 12F: 3 clusters Score -3278798 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3279768.250000 Penalty: 5133.758301
	Iteration 13Q: 3 clusters Score -3279768 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3280409.500000 Penalty: 5133.758301
	Iteration 14Q: 3 clusters Score -3280410 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3280862.250000 Penalty: 5133.758301
	Iteration 15Q: 3 clusters Score -3280862 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3281165.750000 Penalty: 5133.758301
	Iteration 16Q: 3 clusters Score -3281166 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3281338.250000 Penalty: 5133.758301
	Iteration 17Q: 3 clusters Score -3281338 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3281449.750000 Penalty: 5133.758301
	Iteration 18Q: 3 clusters Score -3281450 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3281521.000000 Penalty: 5133.758301
	Iteration 19Q: 3 clusters Score -3281521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3281562.750000 Penalty: 5133.758301
	Iteration 20F: 3 clusters Score -3281563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3281588.000000 Penalty: 5133.758301
	Iteration 21Q: 3 clusters Score -3281588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3281606.750000 Penalty: 5133.758301
	Iteration 22Q: 3 clusters Score -3281607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3281616.500000 Penalty: 5133.758301
	Iteration 23Q: 3 clusters Score -3281616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3281633.500000 Penalty: 5133.758301
	Iteration 24Q: 3 clusters Score -3281634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3281630.750000 Penalty: 5133.758301
	Iteration 25Q: 3 clusters Score -3281631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3281628.500000 Penalty: 5133.758301
	Iteration 26Q: 3 clusters Score -3281628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3281628.500000 Penalty: 5133.758301
	Iteration 27F: 3 clusters Score -3281628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Entering Unmasked Estep 
Score: -5052737.500000 Penalty: 2680.707275
	Iteration 0F: 2 clusters Score -5052738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5019392.500000 Penalty: 5361.414551
	Iteration 0F: 3 clusters Score -5019392 nChanged 22959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -5032098.500000 Penalty: 5361.414551
	Iteration 1F: 3 clusters Score -5032098 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5032634.500000 Penalty: 5361.414551
	Iteration 2Q: 3 clusters Score -5032634 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -5033211.000000 Penalty: 5361.414551
	Iteration 3Q: 3 clusters Score -5033211 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5033701.500000 Penalty: 5361.414551
	Iteration 4Q: 3 clusters Score -5033702 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -5034225.500000 Penalty: 5361.414551
	Iteration 5Q: 3 clusters Score -5034226 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -5034878.500000 Penalty: 5361.414551
	Iteration 6Q: 3 clusters Score -5034878 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -5035825.500000 Penalty: 5361.414551
	Iteration 7Q: 3 clusters Score -5035826 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -5037149.000000 Penalty: 5361.414551
	Iteration 8Q: 3 clusters Score -5037149 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -5038912.000000 Penalty: 5361.414551
	Iteration 9F: 3 clusters Score -5038912 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -5041080.000000 Penalty: 5361.414551
	Iteration 10F: 3 clusters Score -5041080 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5043415.000000 Penalty: 5361.414551
	Iteration 11F: 3 clusters Score -5043415 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -5045291.500000 Penalty: 5361.414551
	Iteration 12Q: 3 clusters Score -5045292 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -5046746.500000 Penalty: 5361.414551
	Iteration 13Q: 3 clusters Score -5046746 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -5047810.000000 Penalty: 5361.414551
	Iteration 14Q: 3 clusters Score -5047810 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -5048554.500000 Penalty: 5361.414551
	Iteration 15Q: 3 clusters Score -5048554 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -5049069.000000 Penalty: 5361.414551
	Iteration 16Q: 3 clusters Score -5049069 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -5049447.000000 Penalty: 5361.414551
	Iteration 17Q: 3 clusters Score -5049447 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -5049755.500000 Penalty: 5361.414551
	Iteration 18Q: 3 clusters Score -5049756 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -5049975.500000 Penalty: 5361.414551
	Iteration 19Q: 3 clusters Score -5049976 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -5050109.000000 Penalty: 5361.414551
	Iteration 20F: 3 clusters Score -5050109 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -5050221.500000 Penalty: 5361.414551
	Iteration 21Q: 3 clusters Score -5050222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -5050279.000000 Penalty: 5361.414551
	Iteration 22Q: 3 clusters Score -5050279 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -5050359.000000 Penalty: 5361.414551
	Iteration 23Q: 3 clusters Score -5050359 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -5050403.000000 Penalty: 5361.414551
	Iteration 24Q: 3 clusters Score -5050403 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -5050448.000000 Penalty: 5361.414551
	Iteration 25Q: 3 clusters Score -5050448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -5050475.000000 Penalty: 5361.414551
	Iteration 26Q: 3 clusters Score -5050475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -5050513.500000 Penalty: 5361.414551
	Iteration 27Q: 3 clusters Score -5050514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -5050543.000000 Penalty: 5361.414551
	Iteration 28Q: 3 clusters Score -5050543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -5050559.000000 Penalty: 5361.414551
	Iteration 29Q: 3 clusters Score -5050559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -5050586.000000 Penalty: 5361.414551
	Iteration 30Q: 3 clusters Score -5050586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -5050588.000000 Penalty: 5361.414551
	Iteration 31Q: 3 clusters Score -5050588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -5050589.500000 Penalty: 5361.414551
	Iteration 32Q: 3 clusters Score -5050590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -5050602.500000 Penalty: 5361.414551
	Iteration 33Q: 3 clusters Score -5050602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -5050599.000000 Penalty: 5361.414551
	Iteration 34Q: 3 clusters Score -5050599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -5050597.500000 Penalty: 5361.414551
	Iteration 35Q: 3 clusters Score -5050598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -5050607.500000 Penalty: 5361.414551
	Iteration 36Q: 3 clusters Score -5050608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -5050620.000000 Penalty: 5361.414551
	Iteration 37Q: 3 clusters Score -5050620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -5050626.000000 Penalty: 5361.414551
	Iteration 38Q: 3 clusters Score -5050626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -5050623.500000 Penalty: 5361.414551
	Iteration 39Q: 3 clusters Score -5050624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -5050624.500000 Penalty: 5361.414551
	Iteration 40F: 3 clusters Score -5050624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -5050626.500000 Penalty: 5361.414551
	Iteration 41Q: 3 clusters Score -5050626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -5050626.500000 Penalty: 5361.414551
	Iteration 42F: 3 clusters Score -5050626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1648387.750000 Penalty: 2391.761230
	Iteration 0F: 2 clusters Score -1648388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1637251.625000 Penalty: 4783.522461
	Iteration 0F: 3 clusters Score -1637252 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1640800.375000 Penalty: 4783.522461
	Iteration 1F: 3 clusters Score -1640800 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1641195.625000 Penalty: 4783.522461
	Iteration 2F: 3 clusters Score -1641196 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1641489.750000 Penalty: 4783.522461
	Iteration 3Q: 3 clusters Score -1641490 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1641780.250000 Penalty: 4783.522461
	Iteration 4Q: 3 clusters Score -1641780 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1642051.500000 Penalty: 4783.522461
	Iteration 5Q: 3 clusters Score -1642052 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1642353.500000 Penalty: 4783.522461
	Iteration 6Q: 3 clusters Score -1642354 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1642688.625000 Penalty: 4783.522461
	Iteration 7Q: 3 clusters Score -1642689 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1643079.375000 Penalty: 4783.522461
	Iteration 8Q: 3 clusters Score -1643079 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1643529.125000 Penalty: 4783.522461
	Iteration 9Q: 3 clusters Score -1643529 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1643945.500000 Penalty: 4783.522461
	Iteration 10Q: 3 clusters Score -1643946 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1644303.500000 Penalty: 4783.522461
	Iteration 11Q: 3 clusters Score -1644304 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1644551.250000 Penalty: 4783.522461
	Iteration 12Q: 3 clusters Score -1644551 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1644702.375000 Penalty: 4783.522461
	Iteration 13Q: 3 clusters Score -1644702 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1644790.750000 Penalty: 4783.522461
	Iteration 14Q: 3 clusters Score -1644791 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1644857.250000 Penalty: 4783.522461
	Iteration 15Q: 3 clusters Score -1644857 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1644906.625000 Penalty: 4783.522461
	Iteration 16Q: 3 clusters Score -1644907 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1644947.000000 Penalty: 4783.522461
	Iteration 17Q: 3 clusters Score -1644947 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1644966.625000 Penalty: 4783.522461
	Iteration 18Q: 3 clusters Score -1644967 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1644997.875000 Penalty: 4783.522461
	Iteration 19Q: 3 clusters Score -1644998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1645015.375000 Penalty: 4783.522461
	Iteration 20F: 3 clusters Score -1645015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1645037.875000 Penalty: 4783.522461
	Iteration 21Q: 3 clusters Score -1645038 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1645060.125000 Penalty: 4783.522461
	Iteration 22Q: 3 clusters Score -1645060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1645073.625000 Penalty: 4783.522461
	Iteration 23Q: 3 clusters Score -1645074 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1645090.125000 Penalty: 4783.522461
	Iteration 24Q: 3 clusters Score -1645090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1645105.875000 Penalty: 4783.522461
	Iteration 25Q: 3 clusters Score -1645106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1645127.000000 Penalty: 4783.522461
	Iteration 26Q: 3 clusters Score -1645127 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1645142.500000 Penalty: 4783.522461
	Iteration 27Q: 3 clusters Score -1645142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1645162.250000 Penalty: 4783.522461
	Iteration 28Q: 3 clusters Score -1645162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1645173.125000 Penalty: 4783.522461
	Iteration 29Q: 3 clusters Score -1645173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1645184.500000 Penalty: 4783.522461
	Iteration 30Q: 3 clusters Score -1645184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1645191.125000 Penalty: 4783.522461
	Iteration 31Q: 3 clusters Score -1645191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1645202.125000 Penalty: 4783.522461
	Iteration 32Q: 3 clusters Score -1645202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1645211.000000 Penalty: 4783.522461
	Iteration 33Q: 3 clusters Score -1645211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1645219.000000 Penalty: 4783.522461
	Iteration 34Q: 3 clusters Score -1645219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1645222.500000 Penalty: 4783.522461
	Iteration 35Q: 3 clusters Score -1645222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1645228.750000 Penalty: 4783.522461
	Iteration 36Q: 3 clusters Score -1645229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1645236.125000 Penalty: 4783.522461
	Iteration 37Q: 3 clusters Score -1645236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1645235.625000 Penalty: 4783.522461
	Iteration 38Q: 3 clusters Score -1645236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1645245.125000 Penalty: 4783.522461
	Iteration 39Q: 3 clusters Score -1645245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1645251.500000 Penalty: 4783.522461
	Iteration 40F: 3 clusters Score -1645252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1645257.375000 Penalty: 4783.522461
	Iteration 41Q: 3 clusters Score -1645257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1645259.000000 Penalty: 4783.522461
	Iteration 42Q: 3 clusters Score -1645259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1645263.750000 Penalty: 4783.522461
	Iteration 43Q: 3 clusters Score -1645264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1645269.375000 Penalty: 4783.522461
	Iteration 44Q: 3 clusters Score -1645269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1645274.625000 Penalty: 4783.522461
	Iteration 45Q: 3 clusters Score -1645275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1645280.500000 Penalty: 4783.522461
	Iteration 46Q: 3 clusters Score -1645280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1645288.500000 Penalty: 4783.522461
	Iteration 47Q: 3 clusters Score -1645288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1645299.500000 Penalty: 4783.522461
	Iteration 48Q: 3 clusters Score -1645300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1645308.000000 Penalty: 4783.522461
	Iteration 49Q: 3 clusters Score -1645308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1645309.625000 Penalty: 4783.522461
	Iteration 50Q: 3 clusters Score -1645310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1645317.750000 Penalty: 4783.522461
	Iteration 51Q: 3 clusters Score -1645318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1645322.000000 Penalty: 4783.522461
	Iteration 52Q: 3 clusters Score -1645322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1645330.375000 Penalty: 4783.522461
	Iteration 53Q: 3 clusters Score -1645330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1645336.000000 Penalty: 4783.522461
	Iteration 54Q: 3 clusters Score -1645336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1645345.375000 Penalty: 4783.522461
	Iteration 55Q: 3 clusters Score -1645345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1645344.875000 Penalty: 4783.522461
	Iteration 56Q: 3 clusters Score -1645345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1645356.125000 Penalty: 4783.522461
	Iteration 57Q: 3 clusters Score -1645356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1645357.125000 Penalty: 4783.522461
	Iteration 58Q: 3 clusters Score -1645357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1645355.125000 Penalty: 4783.522461
	Iteration 59Q: 3 clusters Score -1645355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1645359.750000 Penalty: 4783.522461
	Iteration 60F: 3 clusters Score -1645360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1645359.125000 Penalty: 4783.522461
	Iteration 61Q: 3 clusters Score -1645359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1645361.375000 Penalty: 4783.522461
	Iteration 62Q: 3 clusters Score -1645361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1645370.875000 Penalty: 4783.522461
	Iteration 63Q: 3 clusters Score -1645371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1645373.375000 Penalty: 4783.522461
	Iteration 64Q: 3 clusters Score -1645373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1645372.875000 Penalty: 4783.522461
	Iteration 65Q: 3 clusters Score -1645373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1645371.375000 Penalty: 4783.522461
	Iteration 66Q: 3 clusters Score -1645371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1645370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1645376.000000 Penalty: 4783.522461
	Iteration 68Q: 3 clusters Score -1645376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1645381.250000 Penalty: 4783.522461
	Iteration 69Q: 3 clusters Score -1645381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1645387.125000 Penalty: 4783.522461
	Iteration 70Q: 3 clusters Score -1645387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1645395.375000 Penalty: 4783.522461
	Iteration 71Q: 3 clusters Score -1645395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1645402.000000 Penalty: 4783.522461
	Iteration 72Q: 3 clusters Score -1645402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1645402.625000 Penalty: 4783.522461
	Iteration 73Q: 3 clusters Score -1645403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1645407.000000 Penalty: 4783.522461
	Iteration 74Q: 3 clusters Score -1645407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1645406.000000 Penalty: 4783.522461
	Iteration 75Q: 3 clusters Score -1645406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1645410.500000 Penalty: 4783.522461
	Iteration 76Q: 3 clusters Score -1645410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1645415.250000 Penalty: 4783.522461
	Iteration 77Q: 3 clusters Score -1645415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1645420.875000 Penalty: 4783.522461
	Iteration 78Q: 3 clusters Score -1645421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1645423.125000 Penalty: 4783.522461
	Iteration 79Q: 3 clusters Score -1645423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1645427.750000 Penalty: 4783.522461
	Iteration 80F: 3 clusters Score -1645428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1645425.125000 Penalty: 4783.522461
	Iteration 81Q: 3 clusters Score -1645425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1645428.000000 Penalty: 4783.522461
	Iteration 82Q: 3 clusters Score -1645428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1645433.875000 Penalty: 4783.522461
	Iteration 83Q: 3 clusters Score -1645434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1645438.000000 Penalty: 4783.522461
	Iteration 84Q: 3 clusters Score -1645438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1645437.250000 Penalty: 4783.522461
	Iteration 85Q: 3 clusters Score -1645437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1645435.375000 Penalty: 4783.522461
	Iteration 86Q: 3 clusters Score -1645435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1645437.250000 Penalty: 4783.522461
	Iteration 87Q: 3 clusters Score -1645437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1645439.625000 Penalty: 4783.522461
	Iteration 88Q: 3 clusters Score -1645440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1645437.625000 Penalty: 4783.522461
	Iteration 89Q: 3 clusters Score -1645438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1645442.750000 Penalty: 4783.522461
	Iteration 90Q: 3 clusters Score -1645443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1645448.750000 Penalty: 4783.522461
	Iteration 91Q: 3 clusters Score -1645449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1645449.625000 Penalty: 4783.522461
	Iteration 92Q: 3 clusters Score -1645450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1645453.625000 Penalty: 4783.522461
	Iteration 93Q: 3 clusters Score -1645454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1645455.875000 Penalty: 4783.522461
	Iteration 94Q: 3 clusters Score -1645456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1645458.750000 Penalty: 4783.522461
	Iteration 95Q: 3 clusters Score -1645459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1645464.000000 Penalty: 4783.522461
	Iteration 96Q: 3 clusters Score -1645464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1645465.625000 Penalty: 4783.522461
	Iteration 97Q: 3 clusters Score -1645466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1645469.500000 Penalty: 4783.522461
	Iteration 98Q: 3 clusters Score -1645470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1645471.375000 Penalty: 4783.522461
	Iteration 99Q: 3 clusters Score -1645471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1645475.250000 Penalty: 4783.522461
	Iteration 100F: 3 clusters Score -1645475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1645478.000000 Penalty: 4783.522461
	Iteration 101Q: 3 clusters Score -1645478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1645476.125000 Penalty: 4783.522461
	Iteration 102Q: 3 clusters Score -1645476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1645480.375000 Penalty: 4783.522461
	Iteration 103Q: 3 clusters Score -1645480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1645484.625000 Penalty: 4783.522461
	Iteration 104Q: 3 clusters Score -1645485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1645485.500000 Penalty: 4783.522461
	Iteration 105Q: 3 clusters Score -1645486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1645491.375000 Penalty: 4783.522461
	Iteration 106Q: 3 clusters Score -1645491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1645494.500000 Penalty: 4783.522461
	Iteration 107Q: 3 clusters Score -1645494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1645496.000000 Penalty: 4783.522461
	Iteration 108Q: 3 clusters Score -1645496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1645496.375000 Penalty: 4783.522461
	Iteration 109Q: 3 clusters Score -1645496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1645496.250000 Penalty: 4783.522461
	Iteration 110Q: 3 clusters Score -1645496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1645498.250000 Penalty: 4783.522461
	Iteration 111Q: 3 clusters Score -1645498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1645494.625000 Penalty: 4783.522461
	Iteration 112Q: 3 clusters Score -1645495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1645498.750000 Penalty: 4783.522461
	Iteration 113Q: 3 clusters Score -1645499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1645503.125000 Penalty: 4783.522461
	Iteration 114Q: 3 clusters Score -1645503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1645503.750000 Penalty: 4783.522461
	Iteration 115Q: 3 clusters Score -1645504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1645508.375000 Penalty: 4783.522461
	Iteration 116Q: 3 clusters Score -1645508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1645511.500000 Penalty: 4783.522461
	Iteration 117Q: 3 clusters Score -1645512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1645512.500000 Penalty: 4783.522461
	Iteration 118Q: 3 clusters Score -1645512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1645519.875000 Penalty: 4783.522461
	Iteration 119Q: 3 clusters Score -1645520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1645519.125000 Penalty: 4783.522461
	Iteration 120F: 3 clusters Score -1645519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1645519.625000 Penalty: 4783.522461
	Iteration 121Q: 3 clusters Score -1645520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1645522.000000 Penalty: 4783.522461
	Iteration 122Q: 3 clusters Score -1645522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1645522.750000 Penalty: 4783.522461
	Iteration 123Q: 3 clusters Score -1645523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1645522.000000 Penalty: 4783.522461
	Iteration 124Q: 3 clusters Score -1645522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1645526.875000 Penalty: 4783.522461
	Iteration 125Q: 3 clusters Score -1645527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1645533.125000 Penalty: 4783.522461
	Iteration 126Q: 3 clusters Score -1645533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1645528.625000 Penalty: 4783.522461
	Iteration 127Q: 3 clusters Score -1645529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1645527.625000 Penalty: 4783.522461
	Iteration 128Q: 3 clusters Score -1645528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1645528.500000 Penalty: 4783.522461
	Iteration 129Q: 3 clusters Score -1645528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1645530.000000 Penalty: 4783.522461
	Iteration 130Q: 3 clusters Score -1645530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1645534.500000 Penalty: 4783.522461
	Iteration 131Q: 3 clusters Score -1645534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1645536.375000 Penalty: 4783.522461
	Iteration 132Q: 3 clusters Score -1645536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1645542.875000 Penalty: 4783.522461
	Iteration 133Q: 3 clusters Score -1645543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1645542.375000 Penalty: 4783.522461
	Iteration 134Q: 3 clusters Score -1645542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1645546.875000 Penalty: 4783.522461
	Iteration 135Q: 3 clusters Score -1645547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1645548.875000 Penalty: 4783.522461
	Iteration 136Q: 3 clusters Score -1645549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1645555.250000 Penalty: 4783.522461
	Iteration 137Q: 3 clusters Score -1645555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1645558.875000 Penalty: 4783.522461
	Iteration 138Q: 3 clusters Score -1645559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1645559.000000 Penalty: 4783.522461
	Iteration 139Q: 3 clusters Score -1645559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1645556.875000 Penalty: 4783.522461
	Iteration 140F: 3 clusters Score -1645557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1645558.500000 Penalty: 4783.522461
	Iteration 141Q: 3 clusters Score -1645558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1645557.000000 Penalty: 4783.522461
	Iteration 142Q: 3 clusters Score -1645557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1645555.250000 Penalty: 4783.522461
	Iteration 143Q: 3 clusters Score -1645555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1645556.375000 Penalty: 4783.522461
	Iteration 144Q: 3 clusters Score -1645556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1645558.625000 Penalty: 4783.522461
	Iteration 145Q: 3 clusters Score -1645559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1645557.250000 Penalty: 4783.522461
	Iteration 146Q: 3 clusters Score -1645557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1645556.625000 Penalty: 4783.522461
	Iteration 147Q: 3 clusters Score -1645557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1645558.875000 Penalty: 4783.522461
	Iteration 148Q: 3 clusters Score -1645559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1645559.125000 Penalty: 4783.522461
	Iteration 149Q: 3 clusters Score -1645559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1645560.250000 Penalty: 4783.522461
	Iteration 150Q: 3 clusters Score -1645560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1645562.500000 Penalty: 4783.522461
	Iteration 151Q: 3 clusters Score -1645562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1645563.125000 Penalty: 4783.522461
	Iteration 152Q: 3 clusters Score -1645563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1645567.500000 Penalty: 4783.522461
	Iteration 153Q: 3 clusters Score -1645568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1645564.000000 Penalty: 4783.522461
	Iteration 154Q: 3 clusters Score -1645564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1645567.000000 Penalty: 4783.522461
	Iteration 155Q: 3 clusters Score -1645567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1645570.250000 Penalty: 4783.522461
	Iteration 156Q: 3 clusters Score -1645570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1645572.250000 Penalty: 4783.522461
	Iteration 157Q: 3 clusters Score -1645572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1645570.500000 Penalty: 4783.522461
	Iteration 158Q: 3 clusters Score -1645570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1645572.375000 Penalty: 4783.522461
	Iteration 159Q: 3 clusters Score -1645572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1645574.250000 Penalty: 4783.522461
	Iteration 160F: 3 clusters Score -1645574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1645574.250000 Penalty: 4783.522461
	Iteration 161Q: 3 clusters Score -1645574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1645572.875000 Penalty: 4783.522461
	Iteration 162Q: 3 clusters Score -1645573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1645573.375000 Penalty: 4783.522461
	Iteration 163Q: 3 clusters Score -1645573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1645569.000000 Penalty: 4783.522461
	Iteration 164Q: 3 clusters Score -1645569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1645569.125000 Penalty: 4783.522461
	Iteration 165Q: 3 clusters Score -1645569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1645568.250000 Penalty: 4783.522461
	Iteration 166Q: 3 clusters Score -1645568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1645572.625000 Penalty: 4783.522461
	Iteration 167Q: 3 clusters Score -1645573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1645573.500000 Penalty: 4783.522461
	Iteration 168Q: 3 clusters Score -1645574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1645572.875000 Penalty: 4783.522461
	Iteration 169Q: 3 clusters Score -1645573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1645577.875000 Penalty: 4783.522461
	Iteration 170Q: 3 clusters Score -1645578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1645577.250000 Penalty: 4783.522461
	Iteration 171Q: 3 clusters Score -1645577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1645577.250000 Penalty: 4783.522461
	Iteration 172Q: 3 clusters Score -1645577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1645577.500000 Penalty: 4783.522461
	Iteration 173Q: 3 clusters Score -1645578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1645578.125000 Penalty: 4783.522461
	Iteration 174Q: 3 clusters Score -1645578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1645578.250000 Penalty: 4783.522461
	Iteration 175Q: 3 clusters Score -1645578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1645576.125000 Penalty: 4783.522461
	Iteration 176Q: 3 clusters Score -1645576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1645576.625000 Penalty: 4783.522461
	Iteration 177Q: 3 clusters Score -1645577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1645574.375000 Penalty: 4783.522461
	Iteration 178Q: 3 clusters Score -1645574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1645577.000000 Penalty: 4783.522461
	Iteration 179Q: 3 clusters Score -1645577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1645577.000000 Penalty: 4783.522461
	Iteration 180F: 3 clusters Score -1645577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73534 members 
Entering Unmasked Estep 
Score: -7743894.500000 Penalty: 2778.964844
	Iteration 0F: 2 clusters Score -7743894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7694656.000000 Penalty: 5557.929688
	Iteration 0F: 3 clusters Score -7694656 nChanged 34226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -7714289.000000 Penalty: 5557.929688
	Iteration 1F: 3 clusters Score -7714289 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -7714937.500000 Penalty: 5557.929688
	Iteration 2Q: 3 clusters Score -7714938 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -7715728.000000 Penalty: 5557.929688
	Iteration 3Q: 3 clusters Score -7715728 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -7716570.000000 Penalty: 5557.929688
	Iteration 4Q: 3 clusters Score -7716570 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7717624.000000 Penalty: 5557.929688
	Iteration 5Q: 3 clusters Score -7717624 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -7719080.500000 Penalty: 5557.929688
	Iteration 6Q: 3 clusters Score -7719080 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -7721214.000000 Penalty: 5557.929688
	Iteration 7Q: 3 clusters Score -7721214 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -7723880.000000 Penalty: 5557.929688
	Iteration 8F: 3 clusters Score -7723880 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7727055.500000 Penalty: 5557.929688
	Iteration 9F: 3 clusters Score -7727056 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -7730275.500000 Penalty: 5557.929688
	Iteration 10F: 3 clusters Score -7730276 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -7732907.000000 Penalty: 5557.929688
	Iteration 11Q: 3 clusters Score -7732907 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -7734831.000000 Penalty: 5557.929688
	Iteration 12Q: 3 clusters Score -7734831 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -7736048.000000 Penalty: 5557.929688
	Iteration 13Q: 3 clusters Score -7736048 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -7736906.000000 Penalty: 5557.929688
	Iteration 14Q: 3 clusters Score -7736906 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -7737639.500000 Penalty: 5557.929688
	Iteration 15Q: 3 clusters Score -7737640 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -7738280.500000 Penalty: 5557.929688
	Iteration 16Q: 3 clusters Score -7738280 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -7738844.500000 Penalty: 5557.929688
	Iteration 17Q: 3 clusters Score -7738844 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -7739307.500000 Penalty: 5557.929688
	Iteration 18Q: 3 clusters Score -7739308 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -7739632.000000 Penalty: 5557.929688
	Iteration 19Q: 3 clusters Score -7739632 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -7739892.000000 Penalty: 5557.929688
	Iteration 20F: 3 clusters Score -7739892 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 68258 members 
Entering Unmasked Estep 
Score: -7740080.000000 Penalty: 5557.929688
	Iteration 21Q: 3 clusters Score -7740080 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -7740241.500000 Penalty: 5557.929688
	Iteration 22Q: 3 clusters Score -7740242 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -7740379.500000 Penalty: 5557.929688
	Iteration 23Q: 3 clusters Score -7740380 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -7740543.000000 Penalty: 5557.929688
	Iteration 24Q: 3 clusters Score -7740543 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -7740667.000000 Penalty: 5557.929688
	Iteration 25Q: 3 clusters Score -7740667 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -7740815.000000 Penalty: 5557.929688
	Iteration 26Q: 3 clusters Score -7740815 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -7740901.500000 Penalty: 5557.929688
	Iteration 27Q: 3 clusters Score -7740902 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -7740991.000000 Penalty: 5557.929688
	Iteration 28Q: 3 clusters Score -7740991 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -7741083.000000 Penalty: 5557.929688
	Iteration 29Q: 3 clusters Score -7741083 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 70946 members 
Entering Unmasked Estep 
Score: -7741154.000000 Penalty: 5557.929688
	Iteration 30Q: 3 clusters Score -7741154 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -7741204.500000 Penalty: 5557.929688
	Iteration 31Q: 3 clusters Score -7741204 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 71199 members 
Entering Unmasked Estep 
Score: -7741244.000000 Penalty: 5557.929688
	Iteration 32Q: 3 clusters Score -7741244 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -7741291.500000 Penalty: 5557.929688
	Iteration 33Q: 3 clusters Score -7741292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -7741304.500000 Penalty: 5557.929688
	Iteration 34Q: 3 clusters Score -7741304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -7741349.000000 Penalty: 5557.929688
	Iteration 35Q: 3 clusters Score -7741349 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 71533 members 
Entering Unmasked Estep 
Score: -7741362.500000 Penalty: 5557.929688
	Iteration 36Q: 3 clusters Score -7741362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 71595 members 
Entering Unmasked Estep 
Score: -7741393.500000 Penalty: 5557.929688
	Iteration 37Q: 3 clusters Score -7741394 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -7741413.000000 Penalty: 5557.929688
	Iteration 38Q: 3 clusters Score -7741413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -7741420.500000 Penalty: 5557.929688
	Iteration 39Q: 3 clusters Score -7741420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -7741435.500000 Penalty: 5557.929688
	Iteration 40F: 3 clusters Score -7741436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -7741451.000000 Penalty: 5557.929688
	Iteration 41Q: 3 clusters Score -7741451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -7741452.500000 Penalty: 5557.929688
	Iteration 42Q: 3 clusters Score -7741452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 71830 members 
Entering Unmasked Estep 
Score: -7741467.500000 Penalty: 5557.929688
	Iteration 43Q: 3 clusters Score -7741468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -7741473.500000 Penalty: 5557.929688
	Iteration 44Q: 3 clusters Score -7741474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -7741497.000000 Penalty: 5557.929688
	Iteration 45Q: 3 clusters Score -7741497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -7741493.500000 Penalty: 5557.929688
	Iteration 46Q: 3 clusters Score -7741494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -7741497.000000 Penalty: 5557.929688
	Iteration 47Q: 3 clusters Score -7741497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -7741514.000000 Penalty: 5557.929688
	Iteration 48Q: 3 clusters Score -7741514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -7741520.000000 Penalty: 5557.929688
	Iteration 49Q: 3 clusters Score -7741520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -7741532.000000 Penalty: 5557.929688
	Iteration 50Q: 3 clusters Score -7741532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 72012 members 
Entering Unmasked Estep 
Score: -7741534.000000 Penalty: 5557.929688
	Iteration 51Q: 3 clusters Score -7741534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -7741533.500000 Penalty: 5557.929688
	Iteration 52Q: 3 clusters Score -7741534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -7741548.500000 Penalty: 5557.929688
	Iteration 53Q: 3 clusters Score -7741548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -7741546.500000 Penalty: 5557.929688
	Iteration 54Q: 3 clusters Score -7741546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -7741549.500000 Penalty: 5557.929688
	Iteration 55Q: 3 clusters Score -7741550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -7741551.000000 Penalty: 5557.929688
	Iteration 56Q: 3 clusters Score -7741551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -7741557.500000 Penalty: 5557.929688
	Iteration 57Q: 3 clusters Score -7741558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -7741559.500000 Penalty: 5557.929688
	Iteration 58Q: 3 clusters Score -7741560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -7741560.500000 Penalty: 5557.929688
	Iteration 59Q: 3 clusters Score -7741560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -7741555.000000 Penalty: 5557.929688
	Iteration 60F: 3 clusters Score -7741555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -7741561.000000 Penalty: 5557.929688
	Iteration 61Q: 3 clusters Score -7741561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -7741569.500000 Penalty: 5557.929688
	Iteration 62Q: 3 clusters Score -7741570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -7741562.500000 Penalty: 5557.929688
	Iteration 63Q: 3 clusters Score -7741562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -7741562.000000 Penalty: 5557.929688
	Iteration 64Q: 3 clusters Score -7741562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 72117 members 
Entering Unmasked Estep 
Score: -7741560.500000 Penalty: 5557.929688
	Iteration 65Q: 3 clusters Score -7741560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -7741563.500000 Penalty: 5557.929688
	Iteration 66Q: 3 clusters Score -7741564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -7741571.500000 Penalty: 5557.929688
	Iteration 67Q: 3 clusters Score -7741572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 72145 members 
Entering Unmasked Estep 
Score: -7741570.000000 Penalty: 5557.929688
	Iteration 68Q: 3 clusters Score -7741570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 72154 members 
Entering Unmasked Estep 
Score: -7741573.500000 Penalty: 5557.929688
	Iteration 69Q: 3 clusters Score -7741574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -7741568.000000 Penalty: 5557.929688
	Iteration 70Q: 3 clusters Score -7741568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -7741566.000000 Penalty: 5557.929688
	Iteration 71Q: 3 clusters Score -7741566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -7741580.500000 Penalty: 5557.929688
	Iteration 72Q: 3 clusters Score -7741580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -7741586.000000 Penalty: 5557.929688
	Iteration 73Q: 3 clusters Score -7741586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -7741585.500000 Penalty: 5557.929688
	Iteration 74Q: 3 clusters Score -7741586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -7741591.000000 Penalty: 5557.929688
	Iteration 75Q: 3 clusters Score -7741591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -7741586.500000 Penalty: 5557.929688
	Iteration 76Q: 3 clusters Score -7741586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 72209 members 
Entering Unmasked Estep 
Score: -7741589.500000 Penalty: 5557.929688
	Iteration 77Q: 3 clusters Score -7741590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -7741589.500000 Penalty: 5557.929688
	Iteration 78Q: 3 clusters Score -7741590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -7741587.500000 Penalty: 5557.929688
	Iteration 79Q: 3 clusters Score -7741588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -7741586.500000 Penalty: 5557.929688
	Iteration 80F: 3 clusters Score -7741586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -7741598.500000 Penalty: 5557.929688
	Iteration 81Q: 3 clusters Score -7741598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -7741600.000000 Penalty: 5557.929688
	Iteration 82Q: 3 clusters Score -7741600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -7741606.500000 Penalty: 5557.929688
	Iteration 83Q: 3 clusters Score -7741606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -7741599.500000 Penalty: 5557.929688
	Iteration 84Q: 3 clusters Score -7741600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -7741604.500000 Penalty: 5557.929688
	Iteration 85Q: 3 clusters Score -7741604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -7741605.000000 Penalty: 5557.929688
	Iteration 86Q: 3 clusters Score -7741605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -7741605.500000 Penalty: 5557.929688
	Iteration 87Q: 3 clusters Score -7741606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -7741612.000000 Penalty: 5557.929688
	Iteration 88Q: 3 clusters Score -7741612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -7741616.000000 Penalty: 5557.929688
	Iteration 89Q: 3 clusters Score -7741616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -7741624.000000 Penalty: 5557.929688
	Iteration 90Q: 3 clusters Score -7741624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -7741622.000000 Penalty: 5557.929688
	Iteration 91Q: 3 clusters Score -7741622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 72293 members 
Entering Unmasked Estep 
Score: -7741630.000000 Penalty: 5557.929688
	Iteration 92Q: 3 clusters Score -7741630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 72300 members 
Entering Unmasked Estep 
Score: -7741633.500000 Penalty: 5557.929688
	Iteration 93Q: 3 clusters Score -7741634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -7741640.500000 Penalty: 5557.929688
	Iteration 94Q: 3 clusters Score -7741640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -7741639.000000 Penalty: 5557.929688
	Iteration 95Q: 3 clusters Score -7741639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 72329 members 
Entering Unmasked Estep 
Score: -7741631.000000 Penalty: 5557.929688
	Iteration 96Q: 3 clusters Score -7741631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -7741635.500000 Penalty: 5557.929688
	Iteration 97Q: 3 clusters Score -7741636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -7741638.000000 Penalty: 5557.929688
	Iteration 98Q: 3 clusters Score -7741638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 72337 members 
Entering Unmasked Estep 
Score: -7741639.500000 Penalty: 5557.929688
	Iteration 99Q: 3 clusters Score -7741640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -7741637.000000 Penalty: 5557.929688
	Iteration 100F: 3 clusters Score -7741637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -7741634.000000 Penalty: 5557.929688
	Iteration 101Q: 3 clusters Score -7741634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -7741635.000000 Penalty: 5557.929688
	Iteration 102Q: 3 clusters Score -7741635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 72343 members 
Entering Unmasked Estep 
Score: -7741640.000000 Penalty: 5557.929688
	Iteration 103Q: 3 clusters Score -7741640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -7741640.000000 Penalty: 5557.929688
	Iteration 104Q: 3 clusters Score -7741640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -7741642.000000 Penalty: 5557.929688
	Iteration 105Q: 3 clusters Score -7741642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -7741642.500000 Penalty: 5557.929688
	Iteration 106Q: 3 clusters Score -7741642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -7741644.000000 Penalty: 5557.929688
	Iteration 107Q: 3 clusters Score -7741644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -7741636.000000 Penalty: 5557.929688
	Iteration 108Q: 3 clusters Score -7741636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -7741638.500000 Penalty: 5557.929688
	Iteration 109Q: 3 clusters Score -7741638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 72363 members 
Entering Unmasked Estep 
Score: -7741639.000000 Penalty: 5557.929688
	Iteration 110Q: 3 clusters Score -7741639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -7741646.000000 Penalty: 5557.929688
	Iteration 111Q: 3 clusters Score -7741646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 72371 members 
Entering Unmasked Estep 
Score: -7741644.500000 Penalty: 5557.929688
	Iteration 112Q: 3 clusters Score -7741644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -7741648.000000 Penalty: 5557.929688
	Iteration 113Q: 3 clusters Score -7741648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 72375 members 
Entering Unmasked Estep 
Score: -7741646.000000 Penalty: 5557.929688
	Iteration 114Q: 3 clusters Score -7741646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 72377 members 
Entering Unmasked Estep 
Score: -7741649.500000 Penalty: 5557.929688
	Iteration 115Q: 3 clusters Score -7741650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
Score: -7741645.000000 Penalty: 5557.929688
	Iteration 116Q: 3 clusters Score -7741645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -7741646.500000 Penalty: 5557.929688
	Iteration 117Q: 3 clusters Score -7741646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -7741639.500000 Penalty: 5557.929688
	Iteration 118Q: 3 clusters Score -7741640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -7741643.500000 Penalty: 5557.929688
	Iteration 119Q: 3 clusters Score -7741644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -7741644.000000 Penalty: 5557.929688
	Iteration 120F: 3 clusters Score -7741644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -7741646.500000 Penalty: 5557.929688
	Iteration 121Q: 3 clusters Score -7741646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -7741650.500000 Penalty: 5557.929688
	Iteration 122Q: 3 clusters Score -7741650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -7741648.000000 Penalty: 5557.929688
	Iteration 123Q: 3 clusters Score -7741648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -7741648.000000 Penalty: 5557.929688
	Iteration 124F: 3 clusters Score -7741648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218184 members 
Mstep: Class 4 contains 15640 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43886 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5457 members 
Mstep: Class 12 contains 196867 members 
Mstep: Class 15 contains 31267 members 
Mstep: Class 16 contains 49479 members 
Mstep: Class 18 contains 15432 members 
Mstep: Class 19 contains 73534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054456.000000 Penalty: 53300.515625
Iteration 319Q: 17 clusters Score -7.005446e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218182 members 
Mstep: Class 4 contains 15631 members 
Mstep: Class 5 contains 4292 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43901 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5452 members 
Mstep: Class 12 contains 196930 members 
Mstep: Class 15 contains 31271 members 
Mstep: Class 16 contains 49483 members 
Mstep: Class 18 contains 15435 members 
Mstep: Class 19 contains 73466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054432.000000 Penalty: 53300.515625
Iteration 320F: 17 clusters Score -7.005443e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218172 members 
Mstep: Class 4 contains 15631 members 
Mstep: Class 5 contains 4291 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43915 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 196986 members 
Mstep: Class 15 contains 31273 members 
Mstep: Class 16 contains 49490 members 
Mstep: Class 18 contains 15438 members 
Mstep: Class 19 contains 73401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054536.000000 Penalty: 53300.515625
Iteration 321Q: 17 clusters Score -7.005454e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218169 members 
Mstep: Class 4 contains 15625 members 
Mstep: Class 5 contains 4289 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43924 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5447 members 
Mstep: Class 12 contains 197043 members 
Mstep: Class 15 contains 31278 members 
Mstep: Class 16 contains 49495 members 
Mstep: Class 18 contains 15440 members 
Mstep: Class 19 contains 73336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 322Q: 17 clusters Score -7.005455e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218162 members 
Mstep: Class 4 contains 15626 members 
Mstep: Class 5 contains 4285 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43938 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5446 members 
Mstep: Class 12 contains 197095 members 
Mstep: Class 15 contains 31281 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15444 members 
Mstep: Class 19 contains 73271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 323Q: 17 clusters Score -7.005458e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218160 members 
Mstep: Class 4 contains 15623 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43947 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5443 members 
Mstep: Class 12 contains 197150 members 
Mstep: Class 15 contains 31282 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15445 members 
Mstep: Class 19 contains 73210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054672.000000 Penalty: 53300.515625
Iteration 324Q: 17 clusters Score -7.005467e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218165 members 
Mstep: Class 4 contains 15622 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43958 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197190 members 
Mstep: Class 15 contains 31286 members 
Mstep: Class 16 contains 49504 members 
Mstep: Class 18 contains 15448 members 
Mstep: Class 19 contains 73146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054656.000000 Penalty: 53300.515625
Iteration 325Q: 17 clusters Score -7.005466e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218188 members 
Mstep: Class 4 contains 15619 members 
Mstep: Class 5 contains 4279 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43967 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197217 members 
Mstep: Class 15 contains 31290 members 
Mstep: Class 16 contains 49502 members 
Mstep: Class 18 contains 15453 members 
Mstep: Class 19 contains 73086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 326Q: 17 clusters Score -7.00546e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218199 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43981 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197242 members 
Mstep: Class 15 contains 31293 members 
Mstep: Class 16 contains 49506 members 
Mstep: Class 18 contains 15454 members 
Mstep: Class 19 contains 73035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 327Q: 17 clusters Score -7.00546e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218207 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 43992 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197277 members 
Mstep: Class 15 contains 31296 members 
Mstep: Class 16 contains 49505 members 
Mstep: Class 18 contains 15456 members 
Mstep: Class 19 contains 72979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054632.000000 Penalty: 53300.515625
Iteration 328Q: 17 clusters Score -7.005463e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218198 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44002 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197317 members 
Mstep: Class 15 contains 31300 members 
Mstep: Class 16 contains 49508 members 
Mstep: Class 18 contains 15456 members 
Mstep: Class 19 contains 72930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054680.000000 Penalty: 53300.515625
Iteration 329Q: 17 clusters Score -7.005468e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218201 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44013 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197343 members 
Mstep: Class 15 contains 31303 members 
Mstep: Class 16 contains 49510 members 
Mstep: Class 18 contains 15456 members 
Mstep: Class 19 contains 72890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054688.000000 Penalty: 53300.515625
Iteration 330Q: 17 clusters Score -7.005469e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218206 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44018 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197379 members 
Mstep: Class 15 contains 31307 members 
Mstep: Class 16 contains 49507 members 
Mstep: Class 18 contains 15454 members 
Mstep: Class 19 contains 72845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054680.000000 Penalty: 53300.515625
Iteration 331Q: 17 clusters Score -7.005468e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218201 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44023 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197417 members 
Mstep: Class 15 contains 31307 members 
Mstep: Class 16 contains 49507 members 
Mstep: Class 18 contains 15456 members 
Mstep: Class 19 contains 72813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054736.000000 Penalty: 53300.515625
Iteration 332Q: 17 clusters Score -7.005474e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218190 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44028 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197452 members 
Mstep: Class 15 contains 31305 members 
Mstep: Class 16 contains 49510 members 
Mstep: Class 18 contains 15458 members 
Mstep: Class 19 contains 72786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054664.000000 Penalty: 53300.515625
Iteration 333Q: 17 clusters Score -7.005466e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218184 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44032 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197488 members 
Mstep: Class 15 contains 31306 members 
Mstep: Class 16 contains 49510 members 
Mstep: Class 18 contains 15460 members 
Mstep: Class 19 contains 72747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054656.000000 Penalty: 53300.515625
Iteration 334Q: 17 clusters Score -7.005466e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218173 members 
Mstep: Class 4 contains 15605 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44043 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197513 members 
Mstep: Class 15 contains 31307 members 
Mstep: Class 16 contains 49510 members 
Mstep: Class 18 contains 15458 members 
Mstep: Class 19 contains 72717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054704.000000 Penalty: 53300.515625
Iteration 335Q: 17 clusters Score -7.00547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218165 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44044 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197541 members 
Mstep: Class 15 contains 31306 members 
Mstep: Class 16 contains 49510 members 
Mstep: Class 18 contains 15458 members 
Mstep: Class 19 contains 72692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054688.000000 Penalty: 53300.515625
Iteration 336Q: 17 clusters Score -7.005469e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218172 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44049 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5442 members 
Mstep: Class 12 contains 197567 members 
Mstep: Class 15 contains 31304 members 
Mstep: Class 16 contains 49510 members 
Mstep: Class 18 contains 15459 members 
Mstep: Class 19 contains 72660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054568.000000 Penalty: 53300.515625
Iteration 337Q: 17 clusters Score -7.005457e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218171 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44058 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197584 members 
Mstep: Class 15 contains 31306 members 
Mstep: Class 16 contains 49511 members 
Mstep: Class 18 contains 15461 members 
Mstep: Class 19 contains 72631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054488.000000 Penalty: 53300.515625
Iteration 338Q: 17 clusters Score -7.005449e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218172 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44069 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197589 members 
Mstep: Class 15 contains 31306 members 
Mstep: Class 16 contains 49509 members 
Mstep: Class 18 contains 15463 members 
Mstep: Class 19 contains 72610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054488.000000 Penalty: 53300.515625
Iteration 339Q: 17 clusters Score -7.005449e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218182 members 
Mstep: Class 4 contains 15609 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44076 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197597 members 
Mstep: Class 15 contains 31306 members 
Mstep: Class 16 contains 49508 members 
Mstep: Class 18 contains 15463 members 
Mstep: Class 19 contains 72588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054528.000000 Penalty: 53300.515625
Iteration 340F: 17 clusters Score -7.005453e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218183 members 
Mstep: Class 4 contains 15605 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44083 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197617 members 
Mstep: Class 15 contains 31306 members 
Mstep: Class 16 contains 49508 members 
Mstep: Class 18 contains 15465 members 
Mstep: Class 19 contains 72565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 341Q: 17 clusters Score -7.005455e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218174 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44088 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197643 members 
Mstep: Class 15 contains 31308 members 
Mstep: Class 16 contains 49506 members 
Mstep: Class 18 contains 15465 members 
Mstep: Class 19 contains 72547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 342Q: 17 clusters Score -7.005458e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218163 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44096 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197673 members 
Mstep: Class 15 contains 31309 members 
Mstep: Class 16 contains 49504 members 
Mstep: Class 18 contains 15464 members 
Mstep: Class 19 contains 72526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054544.000000 Penalty: 53300.515625
Iteration 343Q: 17 clusters Score -7.005454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218164 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197692 members 
Mstep: Class 15 contains 31310 members 
Mstep: Class 16 contains 49503 members 
Mstep: Class 18 contains 15463 members 
Mstep: Class 19 contains 72502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054632.000000 Penalty: 53300.515625
Iteration 344Q: 17 clusters Score -7.005463e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218157 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44113 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197705 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49504 members 
Mstep: Class 18 contains 15465 members 
Mstep: Class 19 contains 72483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 345Q: 17 clusters Score -7.005455e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218147 members 
Mstep: Class 4 contains 15601 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44125 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197730 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49502 members 
Mstep: Class 18 contains 15466 members 
Mstep: Class 19 contains 72459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 346Q: 17 clusters Score -7.005458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218146 members 
Mstep: Class 4 contains 15602 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44131 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197748 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15466 members 
Mstep: Class 19 contains 72437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 347Q: 17 clusters Score -7.00546e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218145 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44136 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197774 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15465 members 
Mstep: Class 19 contains 72407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054608.000000 Penalty: 53300.515625
Iteration 348Q: 17 clusters Score -7.005461e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218146 members 
Mstep: Class 4 contains 15604 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44146 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197796 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49499 members 
Mstep: Class 18 contains 15464 members 
Mstep: Class 19 contains 72376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 349Q: 17 clusters Score -7.005459e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218160 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44149 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197815 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49498 members 
Mstep: Class 18 contains 15464 members 
Mstep: Class 19 contains 72347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054608.000000 Penalty: 53300.515625
Iteration 350Q: 17 clusters Score -7.005461e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218161 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44153 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197836 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49498 members 
Mstep: Class 18 contains 15464 members 
Mstep: Class 19 contains 72320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054648.000000 Penalty: 53300.515625
Iteration 351Q: 17 clusters Score -7.005465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218168 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44153 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197855 members 
Mstep: Class 15 contains 31313 members 
Mstep: Class 16 contains 49498 members 
Mstep: Class 18 contains 15464 members 
Mstep: Class 19 contains 72296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054648.000000 Penalty: 53300.515625
Iteration 352Q: 17 clusters Score -7.005465e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218160 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 4284 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44162 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197869 members 
Mstep: Class 15 contains 31315 members 
Mstep: Class 16 contains 49499 members 
Mstep: Class 18 contains 15465 members 
Mstep: Class 19 contains 72277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054616.000000 Penalty: 53300.515625
Iteration 353Q: 17 clusters Score -7.005462e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218167 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44173 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197878 members 
Mstep: Class 15 contains 31315 members 
Mstep: Class 16 contains 49498 members 
Mstep: Class 18 contains 15466 members 
Mstep: Class 19 contains 72249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054616.000000 Penalty: 53300.515625
Iteration 354Q: 17 clusters Score -7.005462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218165 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44184 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197886 members 
Mstep: Class 15 contains 31316 members 
Mstep: Class 16 contains 49498 members 
Mstep: Class 18 contains 15467 members 
Mstep: Class 19 contains 72231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 355Q: 17 clusters Score -7.005458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218164 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44193 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197905 members 
Mstep: Class 15 contains 31315 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15468 members 
Mstep: Class 19 contains 72205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 356Q: 17 clusters Score -7.005459e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218166 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44201 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197919 members 
Mstep: Class 15 contains 31313 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15468 members 
Mstep: Class 19 contains 72183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054616.000000 Penalty: 53300.515625
Iteration 357Q: 17 clusters Score -7.005462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218170 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44207 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197933 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49498 members 
Mstep: Class 18 contains 15468 members 
Mstep: Class 19 contains 72160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054624.000000 Penalty: 53300.515625
Iteration 358Q: 17 clusters Score -7.005462e+07 nChanged 54
Entering ConstructFrom: 
Score: -70054624.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (24934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Entering Unmasked Estep 
Score: -2649488.500000 Penalty: 2510.748779
	Iteration 0F: 2 clusters Score -2649488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2632231.750000 Penalty: 5021.497559
	Iteration 0F: 3 clusters Score -2632232 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2638320.250000 Penalty: 5021.497559
	Iteration 1F: 3 clusters Score -2638320 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2638699.500000 Penalty: 5021.497559
	Iteration 2Q: 3 clusters Score -2638700 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2639003.000000 Penalty: 5021.497559
	Iteration 3Q: 3 clusters Score -2639003 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2639293.500000 Penalty: 5021.497559
	Iteration 4Q: 3 clusters Score -2639294 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2639619.500000 Penalty: 5021.497559
	Iteration 5Q: 3 clusters Score -2639620 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2640022.250000 Penalty: 5021.497559
	Iteration 6Q: 3 clusters Score -2640022 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2640573.750000 Penalty: 5021.497559
	Iteration 7Q: 3 clusters Score -2640574 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2641293.500000 Penalty: 5021.497559
	Iteration 8F: 3 clusters Score -2641294 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2642236.500000 Penalty: 5021.497559
	Iteration 9F: 3 clusters Score -2642236 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2643537.000000 Penalty: 5021.497559
	Iteration 10F: 3 clusters Score -2643537 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2644951.000000 Penalty: 5021.497559
	Iteration 11F: 3 clusters Score -2644951 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2646111.750000 Penalty: 5021.497559
	Iteration 12F: 3 clusters Score -2646112 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2646875.500000 Penalty: 5021.497559
	Iteration 13Q: 3 clusters Score -2646876 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2647286.250000 Penalty: 5021.497559
	Iteration 14Q: 3 clusters Score -2647286 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2647494.250000 Penalty: 5021.497559
	Iteration 15Q: 3 clusters Score -2647494 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2647628.500000 Penalty: 5021.497559
	Iteration 16Q: 3 clusters Score -2647628 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2647700.750000 Penalty: 5021.497559
	Iteration 17Q: 3 clusters Score -2647701 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2647736.250000 Penalty: 5021.497559
	Iteration 18Q: 3 clusters Score -2647736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2647771.500000 Penalty: 5021.497559
	Iteration 19Q: 3 clusters Score -2647772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2647812.750000 Penalty: 5021.497559
	Iteration 20F: 3 clusters Score -2647813 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2647833.500000 Penalty: 5021.497559
	Iteration 21Q: 3 clusters Score -2647834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2647855.750000 Penalty: 5021.497559
	Iteration 22Q: 3 clusters Score -2647856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2647889.250000 Penalty: 5021.497559
	Iteration 23Q: 3 clusters Score -2647889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2647901.750000 Penalty: 5021.497559
	Iteration 24Q: 3 clusters Score -2647902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2647911.000000 Penalty: 5021.497559
	Iteration 25Q: 3 clusters Score -2647911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2647932.000000 Penalty: 5021.497559
	Iteration 26Q: 3 clusters Score -2647932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2647947.750000 Penalty: 5021.497559
	Iteration 27Q: 3 clusters Score -2647948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2647951.000000 Penalty: 5021.497559
	Iteration 28Q: 3 clusters Score -2647951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2647956.750000 Penalty: 5021.497559
	Iteration 29Q: 3 clusters Score -2647957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2647977.750000 Penalty: 5021.497559
	Iteration 30Q: 3 clusters Score -2647978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2647992.250000 Penalty: 5021.497559
	Iteration 31Q: 3 clusters Score -2647992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2648007.500000 Penalty: 5021.497559
	Iteration 32Q: 3 clusters Score -2648008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2648024.750000 Penalty: 5021.497559
	Iteration 33Q: 3 clusters Score -2648025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2648036.750000 Penalty: 5021.497559
	Iteration 34Q: 3 clusters Score -2648037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2648040.250000 Penalty: 5021.497559
	Iteration 35Q: 3 clusters Score -2648040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2648046.750000 Penalty: 5021.497559
	Iteration 36Q: 3 clusters Score -2648047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2648052.000000 Penalty: 5021.497559
	Iteration 37Q: 3 clusters Score -2648052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2648052.750000 Penalty: 5021.497559
	Iteration 38Q: 3 clusters Score -2648053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2648052.500000 Penalty: 5021.497559
	Iteration 39Q: 3 clusters Score -2648052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2648056.500000 Penalty: 5021.497559
	Iteration 40F: 3 clusters Score -2648056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2648065.500000 Penalty: 5021.497559
	Iteration 41Q: 3 clusters Score -2648066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2648065.000000 Penalty: 5021.497559
	Iteration 42Q: 3 clusters Score -2648065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2648070.500000 Penalty: 5021.497559
	Iteration 43Q: 3 clusters Score -2648070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2648076.250000 Penalty: 5021.497559
	Iteration 44Q: 3 clusters Score -2648076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2648084.750000 Penalty: 5021.497559
	Iteration 45Q: 3 clusters Score -2648085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2648085.250000 Penalty: 5021.497559
	Iteration 46Q: 3 clusters Score -2648085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2648090.250000 Penalty: 5021.497559
	Iteration 47Q: 3 clusters Score -2648090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2648093.750000 Penalty: 5021.497559
	Iteration 48Q: 3 clusters Score -2648094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2648090.500000 Penalty: 5021.497559
	Iteration 49Q: 3 clusters Score -2648090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2648096.750000 Penalty: 5021.497559
	Iteration 50Q: 3 clusters Score -2648097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2648094.500000 Penalty: 5021.497559
	Iteration 51Q: 3 clusters Score -2648094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2648096.250000 Penalty: 5021.497559
	Iteration 52Q: 3 clusters Score -2648096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2648101.250000 Penalty: 5021.497559
	Iteration 53Q: 3 clusters Score -2648101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2648102.500000 Penalty: 5021.497559
	Iteration 54Q: 3 clusters Score -2648102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2648098.250000 Penalty: 5021.497559
	Iteration 55Q: 3 clusters Score -2648098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2648104.000000 Penalty: 5021.497559
	Iteration 56Q: 3 clusters Score -2648104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2648103.250000 Penalty: 5021.497559
	Iteration 57Q: 3 clusters Score -2648103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2648105.250000 Penalty: 5021.497559
	Iteration 58Q: 3 clusters Score -2648105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2648106.000000 Penalty: 5021.497559
	Iteration 59Q: 3 clusters Score -2648106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2648107.000000 Penalty: 5021.497559
	Iteration 60F: 3 clusters Score -2648107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2648109.750000 Penalty: 5021.497559
	Iteration 61Q: 3 clusters Score -2648110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2648109.250000 Penalty: 5021.497559
	Iteration 62Q: 3 clusters Score -2648109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2648109.750000 Penalty: 5021.497559
	Iteration 63Q: 3 clusters Score -2648110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2648108.500000 Penalty: 5021.497559
	Iteration 64Q: 3 clusters Score -2648108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2648111.000000 Penalty: 5021.497559
	Iteration 65Q: 3 clusters Score -2648111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2648109.000000 Penalty: 5021.497559
	Iteration 66Q: 3 clusters Score -2648109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2648108.250000 Penalty: 5021.497559
	Iteration 67Q: 3 clusters Score -2648108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2648109.750000 Penalty: 5021.497559
	Iteration 68Q: 3 clusters Score -2648110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2648108.000000 Penalty: 5021.497559
	Iteration 69Q: 3 clusters Score -2648108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2648112.000000 Penalty: 5021.497559
	Iteration 70Q: 3 clusters Score -2648112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2648110.250000 Penalty: 5021.497559
	Iteration 71Q: 3 clusters Score -2648110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2648113.750000 Penalty: 5021.497559
	Iteration 72Q: 3 clusters Score -2648114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2648113.750000 Penalty: 5021.497559
	Iteration 73F: 3 clusters Score -2648114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -80201.375000 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -80201.38 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 396 members 
Entering Unmasked Estep 
Score: -78438.500000 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -78438.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -78713.539062 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -78713.54 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -78795.000000 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -78795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -78831.296875 Penalty: 3334.424561
	Iteration 3Q: 3 clusters Score -78831.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78858.898438 Penalty: 3334.424561
	Iteration 4Q: 3 clusters Score -78858.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78875.460938 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -78875.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78882.671875 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -78882.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78893.687500 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -78893.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78898.281250 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -78898.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78902.281250 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -78902.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78902.281250 Penalty: 3334.424561
	Iteration 10F: 3 clusters Score -78902.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (218168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218168 members 
Entering Unmasked Estep 
Score: -22838424.000000 Penalty: 3048.668945
	Iteration 0F: 2 clusters Score -2.283842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 109054 members 
Entering Unmasked Estep 
Score: -22704718.000000 Penalty: 6097.337891
	Iteration 0F: 3 clusters Score -2.270472e+07 nChanged 104937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110619 members 
Mstep: Class 2 contains 107549 members 
Entering Unmasked Estep 
Score: -22765828.000000 Penalty: 6097.337891
	Iteration 1F: 3 clusters Score -2.276583e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -22766764.000000 Penalty: 6097.337891
	Iteration 2Q: 3 clusters Score -2.276676e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113187 members 
Mstep: Class 2 contains 104981 members 
Entering Unmasked Estep 
Score: -22768000.000000 Penalty: 6097.337891
	Iteration 3Q: 3 clusters Score -2.2768e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -22769372.000000 Penalty: 6097.337891
	Iteration 4Q: 3 clusters Score -2.276937e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119188 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -22770986.000000 Penalty: 6097.337891
	Iteration 5Q: 3 clusters Score -2.277099e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124593 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -22773874.000000 Penalty: 6097.337891
	Iteration 6Q: 3 clusters Score -2.277387e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132277 members 
Mstep: Class 2 contains 85891 members 
Entering Unmasked Estep 
Score: -22778414.000000 Penalty: 6097.337891
	Iteration 7Q: 3 clusters Score -2.277841e+07 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142351 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -22785738.000000 Penalty: 6097.337891
	Iteration 8F: 3 clusters Score -2.278574e+07 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154208 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -22796078.000000 Penalty: 6097.337891
	Iteration 9F: 3 clusters Score -2.279608e+07 nChanged 13688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165596 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -22807378.000000 Penalty: 6097.337891
	Iteration 10F: 3 clusters Score -2.280738e+07 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173926 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -22816412.000000 Penalty: 6097.337891
	Iteration 11F: 3 clusters Score -2.281641e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179395 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -22822076.000000 Penalty: 6097.337891
	Iteration 12Q: 3 clusters Score -2.282208e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183305 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -22825132.000000 Penalty: 6097.337891
	Iteration 13Q: 3 clusters Score -2.282513e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186683 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -22827168.000000 Penalty: 6097.337891
	Iteration 14Q: 3 clusters Score -2.282717e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189756 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -22828842.000000 Penalty: 6097.337891
	Iteration 15Q: 3 clusters Score -2.282884e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192708 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -22830336.000000 Penalty: 6097.337891
	Iteration 16Q: 3 clusters Score -2.283034e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195543 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -22831810.000000 Penalty: 6097.337891
	Iteration 17Q: 3 clusters Score -2.283181e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198290 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -22833134.000000 Penalty: 6097.337891
	Iteration 18Q: 3 clusters Score -2.283313e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200933 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -22833744.000000 Penalty: 6097.337891
	Iteration 19Q: 3 clusters Score -2.283374e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203317 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -22834138.000000 Penalty: 6097.337891
	Iteration 20F: 3 clusters Score -2.283414e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205348 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -22834582.000000 Penalty: 6097.337891
	Iteration 21Q: 3 clusters Score -2.283458e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207103 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -22834700.000000 Penalty: 6097.337891
	Iteration 22Q: 3 clusters Score -2.28347e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208646 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -22834868.000000 Penalty: 6097.337891
	Iteration 23Q: 3 clusters Score -2.283487e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209945 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -22835170.000000 Penalty: 6097.337891
	Iteration 24Q: 3 clusters Score -2.283517e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211053 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -22835176.000000 Penalty: 6097.337891
	Iteration 25Q: 3 clusters Score -2.283518e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211958 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -22835302.000000 Penalty: 6097.337891
	Iteration 26Q: 3 clusters Score -2.28353e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212762 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -22835386.000000 Penalty: 6097.337891
	Iteration 27Q: 3 clusters Score -2.283539e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213449 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -22835484.000000 Penalty: 6097.337891
	Iteration 28Q: 3 clusters Score -2.283548e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213997 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -22835578.000000 Penalty: 6097.337891
	Iteration 29Q: 3 clusters Score -2.283558e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214437 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -22835692.000000 Penalty: 6097.337891
	Iteration 30Q: 3 clusters Score -2.283569e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214779 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -22835752.000000 Penalty: 6097.337891
	Iteration 31Q: 3 clusters Score -2.283575e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215082 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -22835784.000000 Penalty: 6097.337891
	Iteration 32Q: 3 clusters Score -2.283578e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215328 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -22835802.000000 Penalty: 6097.337891
	Iteration 33Q: 3 clusters Score -2.28358e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215537 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22835844.000000 Penalty: 6097.337891
	Iteration 34Q: 3 clusters Score -2.283584e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215701 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -22835918.000000 Penalty: 6097.337891
	Iteration 35Q: 3 clusters Score -2.283592e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215849 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -22835942.000000 Penalty: 6097.337891
	Iteration 36Q: 3 clusters Score -2.283594e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215971 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -22835976.000000 Penalty: 6097.337891
	Iteration 37Q: 3 clusters Score -2.283598e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216069 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -22835912.000000 Penalty: 6097.337891
	Iteration 38Q: 3 clusters Score -2.283591e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216145 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -22835892.000000 Penalty: 6097.337891
	Iteration 39Q: 3 clusters Score -2.283589e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216218 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -22835924.000000 Penalty: 6097.337891
	Iteration 40F: 3 clusters Score -2.283592e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216285 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -22835952.000000 Penalty: 6097.337891
	Iteration 41Q: 3 clusters Score -2.283595e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216342 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -22835932.000000 Penalty: 6097.337891
	Iteration 42Q: 3 clusters Score -2.283593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216383 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22835934.000000 Penalty: 6097.337891
	Iteration 43Q: 3 clusters Score -2.283593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216421 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -22836004.000000 Penalty: 6097.337891
	Iteration 44Q: 3 clusters Score -2.2836e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216459 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -22836008.000000 Penalty: 6097.337891
	Iteration 45Q: 3 clusters Score -2.283601e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216493 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22835988.000000 Penalty: 6097.337891
	Iteration 46Q: 3 clusters Score -2.283599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216523 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22836010.000000 Penalty: 6097.337891
	Iteration 47Q: 3 clusters Score -2.283601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216557 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22836014.000000 Penalty: 6097.337891
	Iteration 48Q: 3 clusters Score -2.283601e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216586 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -22836002.000000 Penalty: 6097.337891
	Iteration 49Q: 3 clusters Score -2.2836e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216613 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22836006.000000 Penalty: 6097.337891
	Iteration 50Q: 3 clusters Score -2.283601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216637 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -22836020.000000 Penalty: 6097.337891
	Iteration 51Q: 3 clusters Score -2.283602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216657 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22836024.000000 Penalty: 6097.337891
	Iteration 52Q: 3 clusters Score -2.283602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216673 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22836022.000000 Penalty: 6097.337891
	Iteration 53Q: 3 clusters Score -2.283602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216695 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22836016.000000 Penalty: 6097.337891
	Iteration 54Q: 3 clusters Score -2.283602e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216711 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -22836012.000000 Penalty: 6097.337891
	Iteration 55Q: 3 clusters Score -2.283601e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216728 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22836024.000000 Penalty: 6097.337891
	Iteration 56Q: 3 clusters Score -2.283602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216742 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -22836034.000000 Penalty: 6097.337891
	Iteration 57Q: 3 clusters Score -2.283603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216749 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22836034.000000 Penalty: 6097.337891
	Iteration 58Q: 3 clusters Score -2.283603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216760 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -22836036.000000 Penalty: 6097.337891
	Iteration 59Q: 3 clusters Score -2.283604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216774 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22836044.000000 Penalty: 6097.337891
	Iteration 60F: 3 clusters Score -2.283604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216782 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -22836060.000000 Penalty: 6097.337891
	Iteration 61Q: 3 clusters Score -2.283606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216794 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22836044.000000 Penalty: 6097.337891
	Iteration 62Q: 3 clusters Score -2.283604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216799 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22836038.000000 Penalty: 6097.337891
	Iteration 63Q: 3 clusters Score -2.283604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216803 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -22836030.000000 Penalty: 6097.337891
	Iteration 64Q: 3 clusters Score -2.283603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216805 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -22836028.000000 Penalty: 6097.337891
	Iteration 65Q: 3 clusters Score -2.283603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216806 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22836024.000000 Penalty: 6097.337891
	Iteration 66Q: 3 clusters Score -2.283602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216807 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -22836026.000000 Penalty: 6097.337891
	Iteration 67Q: 3 clusters Score -2.283603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216808 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -22836028.000000 Penalty: 6097.337891
	Iteration 68Q: 3 clusters Score -2.283603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216809 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22836032.000000 Penalty: 6097.337891
	Iteration 69Q: 3 clusters Score -2.283603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216810 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22836038.000000 Penalty: 6097.337891
	Iteration 70Q: 3 clusters Score -2.283604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216811 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -22836030.000000 Penalty: 6097.337891
	Iteration 71Q: 3 clusters Score -2.283603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216811 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -22836030.000000 Penalty: 6097.337891
	Iteration 72F: 3 clusters Score -2.283603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Entering Unmasked Estep 
Score: -1632427.375000 Penalty: 2394.637207
	Iteration 0F: 2 clusters Score -1632427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1621209.375000 Penalty: 4789.274414
	Iteration 0F: 3 clusters Score -1621209 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1624769.000000 Penalty: 4789.274414
	Iteration 1F: 3 clusters Score -1624769 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1625266.375000 Penalty: 4789.274414
	Iteration 2F: 3 clusters Score -1625266 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1625743.000000 Penalty: 4789.274414
	Iteration 3F: 3 clusters Score -1625743 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1626239.000000 Penalty: 4789.274414
	Iteration 4F: 3 clusters Score -1626239 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1626782.250000 Penalty: 4789.274414
	Iteration 5F: 3 clusters Score -1626782 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1627383.625000 Penalty: 4789.274414
	Iteration 6F: 3 clusters Score -1627384 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1628075.000000 Penalty: 4789.274414
	Iteration 7F: 3 clusters Score -1628075 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1628778.750000 Penalty: 4789.274414
	Iteration 8F: 3 clusters Score -1628779 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1629309.875000 Penalty: 4789.274414
	Iteration 9Q: 3 clusters Score -1629310 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1629626.875000 Penalty: 4789.274414
	Iteration 10Q: 3 clusters Score -1629627 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1629819.500000 Penalty: 4789.274414
	Iteration 11Q: 3 clusters Score -1629820 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1629926.000000 Penalty: 4789.274414
	Iteration 12Q: 3 clusters Score -1629926 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1630001.250000 Penalty: 4789.274414
	Iteration 13Q: 3 clusters Score -1630001 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1630049.500000 Penalty: 4789.274414
	Iteration 14Q: 3 clusters Score -1630050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1630089.000000 Penalty: 4789.274414
	Iteration 15Q: 3 clusters Score -1630089 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1630112.500000 Penalty: 4789.274414
	Iteration 16Q: 3 clusters Score -1630112 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1630132.750000 Penalty: 4789.274414
	Iteration 17Q: 3 clusters Score -1630133 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1630153.500000 Penalty: 4789.274414
	Iteration 18Q: 3 clusters Score -1630154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1630169.000000 Penalty: 4789.274414
	Iteration 19Q: 3 clusters Score -1630169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1630174.250000 Penalty: 4789.274414
	Iteration 20F: 3 clusters Score -1630174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1630181.750000 Penalty: 4789.274414
	Iteration 21Q: 3 clusters Score -1630182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1630187.125000 Penalty: 4789.274414
	Iteration 22Q: 3 clusters Score -1630187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1630196.500000 Penalty: 4789.274414
	Iteration 23Q: 3 clusters Score -1630196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1630211.875000 Penalty: 4789.274414
	Iteration 24Q: 3 clusters Score -1630212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1630217.500000 Penalty: 4789.274414
	Iteration 25Q: 3 clusters Score -1630218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1630222.875000 Penalty: 4789.274414
	Iteration 26Q: 3 clusters Score -1630223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1630228.750000 Penalty: 4789.274414
	Iteration 27Q: 3 clusters Score -1630229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1630240.125000 Penalty: 4789.274414
	Iteration 28Q: 3 clusters Score -1630240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1630241.875000 Penalty: 4789.274414
	Iteration 29Q: 3 clusters Score -1630242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1630247.250000 Penalty: 4789.274414
	Iteration 30Q: 3 clusters Score -1630247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1630246.125000 Penalty: 4789.274414
	Iteration 31Q: 3 clusters Score -1630246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1630249.875000 Penalty: 4789.274414
	Iteration 32Q: 3 clusters Score -1630250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1630262.000000 Penalty: 4789.274414
	Iteration 33Q: 3 clusters Score -1630262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1630265.500000 Penalty: 4789.274414
	Iteration 34Q: 3 clusters Score -1630266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1630274.000000 Penalty: 4789.274414
	Iteration 35Q: 3 clusters Score -1630274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1630275.000000 Penalty: 4789.274414
	Iteration 36Q: 3 clusters Score -1630275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1630279.625000 Penalty: 4789.274414
	Iteration 37Q: 3 clusters Score -1630280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1630279.375000 Penalty: 4789.274414
	Iteration 38Q: 3 clusters Score -1630279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1630276.875000 Penalty: 4789.274414
	Iteration 39Q: 3 clusters Score -1630277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1630280.875000 Penalty: 4789.274414
	Iteration 40F: 3 clusters Score -1630281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1630285.500000 Penalty: 4789.274414
	Iteration 41Q: 3 clusters Score -1630286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1630288.625000 Penalty: 4789.274414
	Iteration 42Q: 3 clusters Score -1630289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1630288.250000 Penalty: 4789.274414
	Iteration 43Q: 3 clusters Score -1630288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1630286.625000 Penalty: 4789.274414
	Iteration 44Q: 3 clusters Score -1630287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1630288.375000 Penalty: 4789.274414
	Iteration 45Q: 3 clusters Score -1630288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1630286.125000 Penalty: 4789.274414
	Iteration 46Q: 3 clusters Score -1630286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1630290.000000 Penalty: 4789.274414
	Iteration 47Q: 3 clusters Score -1630290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1630286.250000 Penalty: 4789.274414
	Iteration 48Q: 3 clusters Score -1630286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1630293.875000 Penalty: 4789.274414
	Iteration 49Q: 3 clusters Score -1630294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1630304.750000 Penalty: 4789.274414
	Iteration 50Q: 3 clusters Score -1630305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1630303.375000 Penalty: 4789.274414
	Iteration 51Q: 3 clusters Score -1630303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1630304.000000 Penalty: 4789.274414
	Iteration 52Q: 3 clusters Score -1630304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1630303.625000 Penalty: 4789.274414
	Iteration 53Q: 3 clusters Score -1630304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1630306.125000 Penalty: 4789.274414
	Iteration 54Q: 3 clusters Score -1630306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1630305.000000 Penalty: 4789.274414
	Iteration 55Q: 3 clusters Score -1630305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1630302.750000 Penalty: 4789.274414
	Iteration 56Q: 3 clusters Score -1630303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1630304.250000 Penalty: 4789.274414
	Iteration 57Q: 3 clusters Score -1630304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1630305.750000 Penalty: 4789.274414
	Iteration 58Q: 3 clusters Score -1630306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1630308.500000 Penalty: 4789.274414
	Iteration 59Q: 3 clusters Score -1630308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1630306.875000 Penalty: 4789.274414
	Iteration 60F: 3 clusters Score -1630307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1630309.875000 Penalty: 4789.274414
	Iteration 61Q: 3 clusters Score -1630310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1630312.750000 Penalty: 4789.274414
	Iteration 62Q: 3 clusters Score -1630313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1630319.500000 Penalty: 4789.274414
	Iteration 63Q: 3 clusters Score -1630320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1630320.125000 Penalty: 4789.274414
	Iteration 64Q: 3 clusters Score -1630320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1630318.625000 Penalty: 4789.274414
	Iteration 65Q: 3 clusters Score -1630319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1630320.625000 Penalty: 4789.274414
	Iteration 66Q: 3 clusters Score -1630321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1630324.000000 Penalty: 4789.274414
	Iteration 67Q: 3 clusters Score -1630324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1630328.250000 Penalty: 4789.274414
	Iteration 68Q: 3 clusters Score -1630328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1630337.125000 Penalty: 4789.274414
	Iteration 69Q: 3 clusters Score -1630337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1630335.625000 Penalty: 4789.274414
	Iteration 70Q: 3 clusters Score -1630336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1630335.375000 Penalty: 4789.274414
	Iteration 71Q: 3 clusters Score -1630335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1630337.875000 Penalty: 4789.274414
	Iteration 72Q: 3 clusters Score -1630338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1630333.250000 Penalty: 4789.274414
	Iteration 73Q: 3 clusters Score -1630333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1630338.250000 Penalty: 4789.274414
	Iteration 74Q: 3 clusters Score -1630338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1630340.750000 Penalty: 4789.274414
	Iteration 75Q: 3 clusters Score -1630341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1630342.000000 Penalty: 4789.274414
	Iteration 76Q: 3 clusters Score -1630342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1630346.125000 Penalty: 4789.274414
	Iteration 77Q: 3 clusters Score -1630346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1630344.000000 Penalty: 4789.274414
	Iteration 78Q: 3 clusters Score -1630344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1630345.125000 Penalty: 4789.274414
	Iteration 79Q: 3 clusters Score -1630345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1630342.500000 Penalty: 4789.274414
	Iteration 80F: 3 clusters Score -1630342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1630343.250000 Penalty: 4789.274414
	Iteration 81Q: 3 clusters Score -1630343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1630344.625000 Penalty: 4789.274414
	Iteration 82Q: 3 clusters Score -1630345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1630347.875000 Penalty: 4789.274414
	Iteration 83Q: 3 clusters Score -1630348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1630347.125000 Penalty: 4789.274414
	Iteration 84Q: 3 clusters Score -1630347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1630347.125000 Penalty: 4789.274414
	Iteration 85F: 3 clusters Score -1630347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -432279.156250 Penalty: 2073.877441
	Iteration 0F: 2 clusters Score -432279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -428240.687500 Penalty: 4147.754883
	Iteration 0F: 3 clusters Score -428240.7 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -429217.625000 Penalty: 4147.754883
	Iteration 1F: 3 clusters Score -429217.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -429412.312500 Penalty: 4147.754883
	Iteration 2F: 3 clusters Score -429412.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -429552.156250 Penalty: 4147.754883
	Iteration 3F: 3 clusters Score -429552.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -429637.656250 Penalty: 4147.754883
	Iteration 4Q: 3 clusters Score -429637.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -429702.750000 Penalty: 4147.754883
	Iteration 5Q: 3 clusters Score -429702.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -429770.500000 Penalty: 4147.754883
	Iteration 6Q: 3 clusters Score -429770.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -429831.875000 Penalty: 4147.754883
	Iteration 7Q: 3 clusters Score -429831.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -429880.812500 Penalty: 4147.754883
	Iteration 8Q: 3 clusters Score -429880.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -429935.187500 Penalty: 4147.754883
	Iteration 9Q: 3 clusters Score -429935.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -429982.531250 Penalty: 4147.754883
	Iteration 10Q: 3 clusters Score -429982.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -430032.937500 Penalty: 4147.754883
	Iteration 11Q: 3 clusters Score -430032.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -430085.312500 Penalty: 4147.754883
	Iteration 12Q: 3 clusters Score -430085.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -430136.562500 Penalty: 4147.754883
	Iteration 13Q: 3 clusters Score -430136.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -430199.406250 Penalty: 4147.754883
	Iteration 14Q: 3 clusters Score -430199.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -430254.562500 Penalty: 4147.754883
	Iteration 15Q: 3 clusters Score -430254.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -430319.593750 Penalty: 4147.754883
	Iteration 16Q: 3 clusters Score -430319.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -430380.968750 Penalty: 4147.754883
	Iteration 17Q: 3 clusters Score -430381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -430450.250000 Penalty: 4147.754883
	Iteration 18Q: 3 clusters Score -430450.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -430502.906250 Penalty: 4147.754883
	Iteration 19Q: 3 clusters Score -430502.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -430550.968750 Penalty: 4147.754883
	Iteration 20F: 3 clusters Score -430551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -430598.406250 Penalty: 4147.754883
	Iteration 21Q: 3 clusters Score -430598.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -430628.531250 Penalty: 4147.754883
	Iteration 22Q: 3 clusters Score -430628.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -430650.437500 Penalty: 4147.754883
	Iteration 23Q: 3 clusters Score -430650.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -430675.593750 Penalty: 4147.754883
	Iteration 24Q: 3 clusters Score -430675.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -430701.687500 Penalty: 4147.754883
	Iteration 25Q: 3 clusters Score -430701.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -430718.281250 Penalty: 4147.754883
	Iteration 26Q: 3 clusters Score -430718.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -430729.406250 Penalty: 4147.754883
	Iteration 27Q: 3 clusters Score -430729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -430735.343750 Penalty: 4147.754883
	Iteration 28Q: 3 clusters Score -430735.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -430739.281250 Penalty: 4147.754883
	Iteration 29Q: 3 clusters Score -430739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -430741.625000 Penalty: 4147.754883
	Iteration 30Q: 3 clusters Score -430741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -430742.875000 Penalty: 4147.754883
	Iteration 31Q: 3 clusters Score -430742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -430744.843750 Penalty: 4147.754883
	Iteration 32Q: 3 clusters Score -430744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -430747.656250 Penalty: 4147.754883
	Iteration 33Q: 3 clusters Score -430747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -430748.093750 Penalty: 4147.754883
	Iteration 34Q: 3 clusters Score -430748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -430748.093750 Penalty: 4147.754883
	Iteration 35F: 3 clusters Score -430748.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 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 391 members 
Entering Unmasked Estep 
Score: -71905.156250 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71905.16 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72118.171875 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72118.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72191.679688 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -72191.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72224.007812 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -72224.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72238.390625 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72238.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72246.835938 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72246.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72249.625000 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72249.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72250.992188 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72250.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -72252.640625 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72252.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72256.000000 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -72256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72258.187500 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -72258.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72258.187500 Penalty: 3303.009766
	Iteration 11F: 3 clusters Score -72258.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 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 55 members 
Entering Unmasked Estep 
Score: -10642.599609 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10657.849609 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10657.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10657.849609 Penalty: 2436.676758
	Iteration 2F: 3 clusters Score -10657.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 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 330 members 
Entering Unmasked Estep 
Score: -59612.097656 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59612.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59820.777344 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59820.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59880.406250 Penalty: 3211.049805
	Iteration 2Q: 3 clusters Score -59880.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59915.308594 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -59915.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59943.675781 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -59943.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59965.683594 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -59965.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59972.289062 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -59972.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59975.976562 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -59975.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59977.058594 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -59977.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59977.058594 Penalty: 3211.049805
	Iteration 9F: 3 clusters Score -59977.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Entering Unmasked Estep 
Score: -4682783.500000 Penalty: 2652.800049
	Iteration 0F: 2 clusters Score -4682784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4652943.500000 Penalty: 5305.600098
	Iteration 0F: 3 clusters Score -4652944 nChanged 20317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4664081.000000 Penalty: 5305.600098
	Iteration 1F: 3 clusters Score -4664081 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4664624.500000 Penalty: 5305.600098
	Iteration 2Q: 3 clusters Score -4664624 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -4665160.500000 Penalty: 5305.600098
	Iteration 3Q: 3 clusters Score -4665160 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4665754.000000 Penalty: 5305.600098
	Iteration 4Q: 3 clusters Score -4665754 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4666402.000000 Penalty: 5305.600098
	Iteration 5Q: 3 clusters Score -4666402 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4667149.500000 Penalty: 5305.600098
	Iteration 6Q: 3 clusters Score -4667150 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4668142.500000 Penalty: 5305.600098
	Iteration 7Q: 3 clusters Score -4668142 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4669341.500000 Penalty: 5305.600098
	Iteration 8Q: 3 clusters Score -4669342 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4670870.000000 Penalty: 5305.600098
	Iteration 9F: 3 clusters Score -4670870 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4672631.500000 Penalty: 5305.600098
	Iteration 10F: 3 clusters Score -4672632 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -4674386.000000 Penalty: 5305.600098
	Iteration 11F: 3 clusters Score -4674386 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4675891.500000 Penalty: 5305.600098
	Iteration 12Q: 3 clusters Score -4675892 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4677077.000000 Penalty: 5305.600098
	Iteration 13Q: 3 clusters Score -4677077 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -4678000.000000 Penalty: 5305.600098
	Iteration 14Q: 3 clusters Score -4678000 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4678570.500000 Penalty: 5305.600098
	Iteration 15Q: 3 clusters Score -4678570 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -4678855.500000 Penalty: 5305.600098
	Iteration 16Q: 3 clusters Score -4678856 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4679021.000000 Penalty: 5305.600098
	Iteration 17Q: 3 clusters Score -4679021 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4679113.500000 Penalty: 5305.600098
	Iteration 18Q: 3 clusters Score -4679114 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -4679223.000000 Penalty: 5305.600098
	Iteration 19Q: 3 clusters Score -4679223 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4679317.000000 Penalty: 5305.600098
	Iteration 20F: 3 clusters Score -4679317 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4679391.500000 Penalty: 5305.600098
	Iteration 21Q: 3 clusters Score -4679392 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -4679470.000000 Penalty: 5305.600098
	Iteration 22Q: 3 clusters Score -4679470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -4679545.000000 Penalty: 5305.600098
	Iteration 23Q: 3 clusters Score -4679545 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -4679600.000000 Penalty: 5305.600098
	Iteration 24Q: 3 clusters Score -4679600 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4679662.000000 Penalty: 5305.600098
	Iteration 25Q: 3 clusters Score -4679662 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -4679709.000000 Penalty: 5305.600098
	Iteration 26Q: 3 clusters Score -4679709 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -4679747.000000 Penalty: 5305.600098
	Iteration 27Q: 3 clusters Score -4679747 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4679790.000000 Penalty: 5305.600098
	Iteration 28Q: 3 clusters Score -4679790 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4679809.000000 Penalty: 5305.600098
	Iteration 29Q: 3 clusters Score -4679809 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4679837.000000 Penalty: 5305.600098
	Iteration 30Q: 3 clusters Score -4679837 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4679871.500000 Penalty: 5305.600098
	Iteration 31Q: 3 clusters Score -4679872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4679928.000000 Penalty: 5305.600098
	Iteration 32Q: 3 clusters Score -4679928 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4679979.500000 Penalty: 5305.600098
	Iteration 33Q: 3 clusters Score -4679980 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4680006.500000 Penalty: 5305.600098
	Iteration 34Q: 3 clusters Score -4680006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4680023.500000 Penalty: 5305.600098
	Iteration 35Q: 3 clusters Score -4680024 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4680042.500000 Penalty: 5305.600098
	Iteration 36Q: 3 clusters Score -4680042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -4680061.500000 Penalty: 5305.600098
	Iteration 37Q: 3 clusters Score -4680062 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4680079.500000 Penalty: 5305.600098
	Iteration 38Q: 3 clusters Score -4680080 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4680123.000000 Penalty: 5305.600098
	Iteration 39Q: 3 clusters Score -4680123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -4680144.500000 Penalty: 5305.600098
	Iteration 40F: 3 clusters Score -4680144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4680152.500000 Penalty: 5305.600098
	Iteration 41Q: 3 clusters Score -4680152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4680173.000000 Penalty: 5305.600098
	Iteration 42Q: 3 clusters Score -4680173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4680188.500000 Penalty: 5305.600098
	Iteration 43Q: 3 clusters Score -4680188 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4680198.500000 Penalty: 5305.600098
	Iteration 44Q: 3 clusters Score -4680198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4680209.500000 Penalty: 5305.600098
	Iteration 45Q: 3 clusters Score -4680210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4680223.500000 Penalty: 5305.600098
	Iteration 46Q: 3 clusters Score -4680224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4680246.000000 Penalty: 5305.600098
	Iteration 47Q: 3 clusters Score -4680246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4680239.500000 Penalty: 5305.600098
	Iteration 48Q: 3 clusters Score -4680240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4680254.000000 Penalty: 5305.600098
	Iteration 49Q: 3 clusters Score -4680254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4680262.500000 Penalty: 5305.600098
	Iteration 50Q: 3 clusters Score -4680262 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4680283.000000 Penalty: 5305.600098
	Iteration 51Q: 3 clusters Score -4680283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4680301.000000 Penalty: 5305.600098
	Iteration 52Q: 3 clusters Score -4680301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4680297.000000 Penalty: 5305.600098
	Iteration 53Q: 3 clusters Score -4680297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -4680307.500000 Penalty: 5305.600098
	Iteration 54Q: 3 clusters Score -4680308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4680312.000000 Penalty: 5305.600098
	Iteration 55Q: 3 clusters Score -4680312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4680323.000000 Penalty: 5305.600098
	Iteration 56Q: 3 clusters Score -4680323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4680326.500000 Penalty: 5305.600098
	Iteration 57Q: 3 clusters Score -4680326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4680334.500000 Penalty: 5305.600098
	Iteration 58Q: 3 clusters Score -4680334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4680352.500000 Penalty: 5305.600098
	Iteration 59Q: 3 clusters Score -4680352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4680366.500000 Penalty: 5305.600098
	Iteration 60F: 3 clusters Score -4680366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4680384.000000 Penalty: 5305.600098
	Iteration 61Q: 3 clusters Score -4680384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4680394.000000 Penalty: 5305.600098
	Iteration 62Q: 3 clusters Score -4680394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4680406.500000 Penalty: 5305.600098
	Iteration 63Q: 3 clusters Score -4680406 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4680411.000000 Penalty: 5305.600098
	Iteration 64Q: 3 clusters Score -4680411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4680426.500000 Penalty: 5305.600098
	Iteration 65Q: 3 clusters Score -4680426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4680435.500000 Penalty: 5305.600098
	Iteration 66Q: 3 clusters Score -4680436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4680440.000000 Penalty: 5305.600098
	Iteration 67Q: 3 clusters Score -4680440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4680448.000000 Penalty: 5305.600098
	Iteration 68Q: 3 clusters Score -4680448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4680461.500000 Penalty: 5305.600098
	Iteration 69Q: 3 clusters Score -4680462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4680466.000000 Penalty: 5305.600098
	Iteration 70Q: 3 clusters Score -4680466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4680471.500000 Penalty: 5305.600098
	Iteration 71Q: 3 clusters Score -4680472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4680466.000000 Penalty: 5305.600098
	Iteration 72Q: 3 clusters Score -4680466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4680474.500000 Penalty: 5305.600098
	Iteration 73Q: 3 clusters Score -4680474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4680482.000000 Penalty: 5305.600098
	Iteration 74Q: 3 clusters Score -4680482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4680484.000000 Penalty: 5305.600098
	Iteration 75Q: 3 clusters Score -4680484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4680496.500000 Penalty: 5305.600098
	Iteration 76Q: 3 clusters Score -4680496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4680496.500000 Penalty: 5305.600098
	Iteration 77Q: 3 clusters Score -4680496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4680497.500000 Penalty: 5305.600098
	Iteration 78Q: 3 clusters Score -4680498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4680510.000000 Penalty: 5305.600098
	Iteration 79Q: 3 clusters Score -4680510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4680504.500000 Penalty: 5305.600098
	Iteration 80F: 3 clusters Score -4680504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4680511.500000 Penalty: 5305.600098
	Iteration 81Q: 3 clusters Score -4680512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4680509.500000 Penalty: 5305.600098
	Iteration 82Q: 3 clusters Score -4680510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4680507.000000 Penalty: 5305.600098
	Iteration 83Q: 3 clusters Score -4680507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4680513.000000 Penalty: 5305.600098
	Iteration 84Q: 3 clusters Score -4680513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4680515.500000 Penalty: 5305.600098
	Iteration 85Q: 3 clusters Score -4680516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4680511.000000 Penalty: 5305.600098
	Iteration 86Q: 3 clusters Score -4680511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4680514.000000 Penalty: 5305.600098
	Iteration 87Q: 3 clusters Score -4680514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4680517.000000 Penalty: 5305.600098
	Iteration 88Q: 3 clusters Score -4680517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4680515.500000 Penalty: 5305.600098
	Iteration 89Q: 3 clusters Score -4680516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4680516.500000 Penalty: 5305.600098
	Iteration 90Q: 3 clusters Score -4680516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4680515.500000 Penalty: 5305.600098
	Iteration 91Q: 3 clusters Score -4680516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4680518.000000 Penalty: 5305.600098
	Iteration 92Q: 3 clusters Score -4680518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4680510.000000 Penalty: 5305.600098
	Iteration 93Q: 3 clusters Score -4680510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4680518.000000 Penalty: 5305.600098
	Iteration 94Q: 3 clusters Score -4680518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4680518.000000 Penalty: 5305.600098
	Iteration 95Q: 3 clusters Score -4680518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4680525.000000 Penalty: 5305.600098
	Iteration 96Q: 3 clusters Score -4680525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4680524.000000 Penalty: 5305.600098
	Iteration 97Q: 3 clusters Score -4680524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4680519.500000 Penalty: 5305.600098
	Iteration 98Q: 3 clusters Score -4680520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4680511.000000 Penalty: 5305.600098
	Iteration 99Q: 3 clusters Score -4680511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4680515.000000 Penalty: 5305.600098
	Iteration 100F: 3 clusters Score -4680515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4680523.500000 Penalty: 5305.600098
	Iteration 101Q: 3 clusters Score -4680524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4680525.000000 Penalty: 5305.600098
	Iteration 102Q: 3 clusters Score -4680525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4680520.000000 Penalty: 5305.600098
	Iteration 103Q: 3 clusters Score -4680520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4680523.500000 Penalty: 5305.600098
	Iteration 104Q: 3 clusters Score -4680524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4680518.000000 Penalty: 5305.600098
	Iteration 105Q: 3 clusters Score -4680518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4680523.000000 Penalty: 5305.600098
	Iteration 106Q: 3 clusters Score -4680523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4680518.000000 Penalty: 5305.600098
	Iteration 107Q: 3 clusters Score -4680518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4680522.500000 Penalty: 5305.600098
	Iteration 108Q: 3 clusters Score -4680522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4680522.500000 Penalty: 5305.600098
	Iteration 109Q: 3 clusters Score -4680522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4680531.000000 Penalty: 5305.600098
	Iteration 110Q: 3 clusters Score -4680531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4680530.000000 Penalty: 5305.600098
	Iteration 111Q: 3 clusters Score -4680530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4680531.500000 Penalty: 5305.600098
	Iteration 112Q: 3 clusters Score -4680532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4680537.500000 Penalty: 5305.600098
	Iteration 113Q: 3 clusters Score -4680538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4680537.000000 Penalty: 5305.600098
	Iteration 114Q: 3 clusters Score -4680537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4680535.500000 Penalty: 5305.600098
	Iteration 115Q: 3 clusters Score -4680536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4680534.500000 Penalty: 5305.600098
	Iteration 116Q: 3 clusters Score -4680534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4680534.500000 Penalty: 5305.600098
	Iteration 117F: 3 clusters Score -4680534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -39079.140625 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -39079.14 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 223 members 
Entering Unmasked Estep 
Score: -37643.484375 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -37643.48 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37919.664062 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -37919.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37984.910156 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -37984.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38031.867188 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -38031.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38063.410156 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -38063.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38082.183594 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -38082.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38091.234375 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -38091.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38095.640625 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -38095.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38095.640625 Penalty: 3032.386475
	Iteration 8F: 3 clusters Score -38095.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Entering Unmasked Estep 
Score: -543251.375000 Penalty: 2133.226074
	Iteration 0F: 2 clusters Score -543251.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -538518.875000 Penalty: 4266.452148
	Iteration 0F: 3 clusters Score -538518.9 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -539704.125000 Penalty: 4266.452148
	Iteration 1F: 3 clusters Score -539704.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -539931.375000 Penalty: 4266.452148
	Iteration 2F: 3 clusters Score -539931.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -540041.500000 Penalty: 4266.452148
	Iteration 3Q: 3 clusters Score -540041.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -540121.937500 Penalty: 4266.452148
	Iteration 4Q: 3 clusters Score -540121.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -540235.062500 Penalty: 4266.452148
	Iteration 5Q: 3 clusters Score -540235.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -540392.812500 Penalty: 4266.452148
	Iteration 6Q: 3 clusters Score -540392.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -540567.000000 Penalty: 4266.452148
	Iteration 7Q: 3 clusters Score -540567 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -540711.437500 Penalty: 4266.452148
	Iteration 8Q: 3 clusters Score -540711.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -540830.937500 Penalty: 4266.452148
	Iteration 9Q: 3 clusters Score -540830.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -540926.562500 Penalty: 4266.452148
	Iteration 10Q: 3 clusters Score -540926.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -540997.062500 Penalty: 4266.452148
	Iteration 11Q: 3 clusters Score -540997.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -541049.125000 Penalty: 4266.452148
	Iteration 12Q: 3 clusters Score -541049.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -541099.750000 Penalty: 4266.452148
	Iteration 13Q: 3 clusters Score -541099.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -541138.375000 Penalty: 4266.452148
	Iteration 14Q: 3 clusters Score -541138.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -541169.250000 Penalty: 4266.452148
	Iteration 15Q: 3 clusters Score -541169.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -541197.500000 Penalty: 4266.452148
	Iteration 16Q: 3 clusters Score -541197.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -541219.500000 Penalty: 4266.452148
	Iteration 17Q: 3 clusters Score -541219.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -541240.187500 Penalty: 4266.452148
	Iteration 18Q: 3 clusters Score -541240.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -541255.687500 Penalty: 4266.452148
	Iteration 19Q: 3 clusters Score -541255.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -541269.750000 Penalty: 4266.452148
	Iteration 20F: 3 clusters Score -541269.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -541284.250000 Penalty: 4266.452148
	Iteration 21Q: 3 clusters Score -541284.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -541298.062500 Penalty: 4266.452148
	Iteration 22Q: 3 clusters Score -541298.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -541308.687500 Penalty: 4266.452148
	Iteration 23Q: 3 clusters Score -541308.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -541324.187500 Penalty: 4266.452148
	Iteration 24Q: 3 clusters Score -541324.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -541340.375000 Penalty: 4266.452148
	Iteration 25Q: 3 clusters Score -541340.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -541356.625000 Penalty: 4266.452148
	Iteration 26Q: 3 clusters Score -541356.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -541369.562500 Penalty: 4266.452148
	Iteration 27Q: 3 clusters Score -541369.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -541384.125000 Penalty: 4266.452148
	Iteration 28Q: 3 clusters Score -541384.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -541392.875000 Penalty: 4266.452148
	Iteration 29Q: 3 clusters Score -541392.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -541405.687500 Penalty: 4266.452148
	Iteration 30Q: 3 clusters Score -541405.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -541420.812500 Penalty: 4266.452148
	Iteration 31Q: 3 clusters Score -541420.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -541432.687500 Penalty: 4266.452148
	Iteration 32Q: 3 clusters Score -541432.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -541447.375000 Penalty: 4266.452148
	Iteration 33Q: 3 clusters Score -541447.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -541461.125000 Penalty: 4266.452148
	Iteration 34Q: 3 clusters Score -541461.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -541472.000000 Penalty: 4266.452148
	Iteration 35Q: 3 clusters Score -541472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -541480.500000 Penalty: 4266.452148
	Iteration 36Q: 3 clusters Score -541480.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -541486.562500 Penalty: 4266.452148
	Iteration 37Q: 3 clusters Score -541486.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -541490.375000 Penalty: 4266.452148
	Iteration 38Q: 3 clusters Score -541490.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -541494.375000 Penalty: 4266.452148
	Iteration 39Q: 3 clusters Score -541494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -541499.687500 Penalty: 4266.452148
	Iteration 40F: 3 clusters Score -541499.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -541505.500000 Penalty: 4266.452148
	Iteration 41Q: 3 clusters Score -541505.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -541512.125000 Penalty: 4266.452148
	Iteration 42Q: 3 clusters Score -541512.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -541518.187500 Penalty: 4266.452148
	Iteration 43Q: 3 clusters Score -541518.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -541523.000000 Penalty: 4266.452148
	Iteration 44Q: 3 clusters Score -541523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -541528.812500 Penalty: 4266.452148
	Iteration 45Q: 3 clusters Score -541528.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -541532.562500 Penalty: 4266.452148
	Iteration 46Q: 3 clusters Score -541532.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -541536.812500 Penalty: 4266.452148
	Iteration 47Q: 3 clusters Score -541536.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -541541.000000 Penalty: 4266.452148
	Iteration 48Q: 3 clusters Score -541541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -541546.062500 Penalty: 4266.452148
	Iteration 49Q: 3 clusters Score -541546.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -541548.625000 Penalty: 4266.452148
	Iteration 50Q: 3 clusters Score -541548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -541551.187500 Penalty: 4266.452148
	Iteration 51Q: 3 clusters Score -541551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -541551.875000 Penalty: 4266.452148
	Iteration 52Q: 3 clusters Score -541551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -541552.062500 Penalty: 4266.452148
	Iteration 53Q: 3 clusters Score -541552.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -541555.125000 Penalty: 4266.452148
	Iteration 54Q: 3 clusters Score -541555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -541555.812500 Penalty: 4266.452148
	Iteration 55Q: 3 clusters Score -541555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -541557.937500 Penalty: 4266.452148
	Iteration 56Q: 3 clusters Score -541557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -541559.500000 Penalty: 4266.452148
	Iteration 57Q: 3 clusters Score -541559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -541560.500000 Penalty: 4266.452148
	Iteration 58Q: 3 clusters Score -541560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -541561.000000 Penalty: 4266.452148
	Iteration 59Q: 3 clusters Score -541561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -541562.375000 Penalty: 4266.452148
	Iteration 60F: 3 clusters Score -541562.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -541565.562500 Penalty: 4266.452148
	Iteration 61Q: 3 clusters Score -541565.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -541567.125000 Penalty: 4266.452148
	Iteration 62Q: 3 clusters Score -541567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -541567.437500 Penalty: 4266.452148
	Iteration 63Q: 3 clusters Score -541567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -541567.500000 Penalty: 4266.452148
	Iteration 64Q: 3 clusters Score -541567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -541567.500000 Penalty: 4266.452148
	Iteration 65F: 3 clusters Score -541567.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (197957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197957 members 
Entering Unmasked Estep 
Score: -20706422.000000 Penalty: 3024.559814
	Iteration 0F: 2 clusters Score -2.070642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -20579832.000000 Penalty: 6049.119629
	Iteration 0F: 3 clusters Score -2.057983e+07 nChanged 95116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -20635910.000000 Penalty: 6049.119629
	Iteration 1F: 3 clusters Score -2.063591e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97988 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -20636942.000000 Penalty: 6049.119629
	Iteration 2Q: 3 clusters Score -2.063694e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 100648 members 
Entering Unmasked Estep 
Score: -20638440.000000 Penalty: 6049.119629
	Iteration 3Q: 3 clusters Score -2.063844e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 101609 members 
Entering Unmasked Estep 
Score: -20640184.000000 Penalty: 6049.119629
	Iteration 4Q: 3 clusters Score -2.064018e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -20642672.000000 Penalty: 6049.119629
	Iteration 5Q: 3 clusters Score -2.064267e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -20646676.000000 Penalty: 6049.119629
	Iteration 6Q: 3 clusters Score -2.064668e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 106312 members 
Entering Unmasked Estep 
Score: -20653026.000000 Penalty: 6049.119629
	Iteration 7F: 3 clusters Score -2.065303e+07 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 108037 members 
Entering Unmasked Estep 
Score: -20661920.000000 Penalty: 6049.119629
	Iteration 8F: 3 clusters Score -2.066192e+07 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -20671710.000000 Penalty: 6049.119629
	Iteration 9F: 3 clusters Score -2.067171e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87747 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -20678616.000000 Penalty: 6049.119629
	Iteration 10F: 3 clusters Score -2.067862e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -20681422.000000 Penalty: 6049.119629
	Iteration 11Q: 3 clusters Score -2.068142e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -20682492.000000 Penalty: 6049.119629
	Iteration 12Q: 3 clusters Score -2.068249e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -20682886.000000 Penalty: 6049.119629
	Iteration 13Q: 3 clusters Score -2.068289e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -20683260.000000 Penalty: 6049.119629
	Iteration 14Q: 3 clusters Score -2.068326e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83812 members 
Mstep: Class 2 contains 114145 members 
Entering Unmasked Estep 
Score: -20683428.000000 Penalty: 6049.119629
	Iteration 15Q: 3 clusters Score -2.068343e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 115031 members 
Entering Unmasked Estep 
Score: -20683544.000000 Penalty: 6049.119629
	Iteration 16Q: 3 clusters Score -2.068354e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 115979 members 
Entering Unmasked Estep 
Score: -20683868.000000 Penalty: 6049.119629
	Iteration 17Q: 3 clusters Score -2.068387e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80972 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
Score: -20684232.000000 Penalty: 6049.119629
	Iteration 18Q: 3 clusters Score -2.068423e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 118043 members 
Entering Unmasked Estep 
Score: -20684686.000000 Penalty: 6049.119629
	Iteration 19Q: 3 clusters Score -2.068469e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78766 members 
Mstep: Class 2 contains 119191 members 
Entering Unmasked Estep 
Score: -20684920.000000 Penalty: 6049.119629
	Iteration 20F: 3 clusters Score -2.068492e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 120350 members 
Entering Unmasked Estep 
Score: -20685102.000000 Penalty: 6049.119629
	Iteration 21Q: 3 clusters Score -2.06851e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 121441 members 
Entering Unmasked Estep 
Score: -20685352.000000 Penalty: 6049.119629
	Iteration 22Q: 3 clusters Score -2.068535e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75386 members 
Mstep: Class 2 contains 122571 members 
Entering Unmasked Estep 
Score: -20685604.000000 Penalty: 6049.119629
	Iteration 23Q: 3 clusters Score -2.06856e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74244 members 
Mstep: Class 2 contains 123713 members 
Entering Unmasked Estep 
Score: -20685924.000000 Penalty: 6049.119629
	Iteration 24Q: 3 clusters Score -2.068592e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -20686238.000000 Penalty: 6049.119629
	Iteration 25Q: 3 clusters Score -2.068624e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 126098 members 
Entering Unmasked Estep 
Score: -20686450.000000 Penalty: 6049.119629
	Iteration 26Q: 3 clusters Score -2.068645e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 127285 members 
Entering Unmasked Estep 
Score: -20686896.000000 Penalty: 6049.119629
	Iteration 27Q: 3 clusters Score -2.06869e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 128475 members 
Entering Unmasked Estep 
Score: -20687066.000000 Penalty: 6049.119629
	Iteration 28Q: 3 clusters Score -2.068707e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 129647 members 
Entering Unmasked Estep 
Score: -20687404.000000 Penalty: 6049.119629
	Iteration 29Q: 3 clusters Score -2.06874e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 130897 members 
Entering Unmasked Estep 
Score: -20687786.000000 Penalty: 6049.119629
	Iteration 30Q: 3 clusters Score -2.068779e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 132227 members 
Entering Unmasked Estep 
Score: -20688212.000000 Penalty: 6049.119629
	Iteration 31Q: 3 clusters Score -2.068821e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64365 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -20688618.000000 Penalty: 6049.119629
	Iteration 32Q: 3 clusters Score -2.068862e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 134927 members 
Entering Unmasked Estep 
Score: -20688914.000000 Penalty: 6049.119629
	Iteration 33Q: 3 clusters Score -2.068891e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 136214 members 
Entering Unmasked Estep 
Score: -20689276.000000 Penalty: 6049.119629
	Iteration 34Q: 3 clusters Score -2.068928e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 137490 members 
Entering Unmasked Estep 
Score: -20689566.000000 Penalty: 6049.119629
	Iteration 35Q: 3 clusters Score -2.068957e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 138749 members 
Entering Unmasked Estep 
Score: -20689812.000000 Penalty: 6049.119629
	Iteration 36Q: 3 clusters Score -2.068981e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 139977 members 
Entering Unmasked Estep 
Score: -20690020.000000 Penalty: 6049.119629
	Iteration 37Q: 3 clusters Score -2.069002e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 141198 members 
Entering Unmasked Estep 
Score: -20690142.000000 Penalty: 6049.119629
	Iteration 38Q: 3 clusters Score -2.069014e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 142441 members 
Entering Unmasked Estep 
Score: -20690436.000000 Penalty: 6049.119629
	Iteration 39Q: 3 clusters Score -2.069044e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 143620 members 
Entering Unmasked Estep 
Score: -20690564.000000 Penalty: 6049.119629
	Iteration 40F: 3 clusters Score -2.069056e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 144742 members 
Entering Unmasked Estep 
Score: -20690768.000000 Penalty: 6049.119629
	Iteration 41Q: 3 clusters Score -2.069077e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 145867 members 
Entering Unmasked Estep 
Score: -20690802.000000 Penalty: 6049.119629
	Iteration 42Q: 3 clusters Score -2.06908e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 146933 members 
Entering Unmasked Estep 
Score: -20690988.000000 Penalty: 6049.119629
	Iteration 43Q: 3 clusters Score -2.069099e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 148012 members 
Entering Unmasked Estep 
Score: -20691148.000000 Penalty: 6049.119629
	Iteration 44Q: 3 clusters Score -2.069115e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -20691158.000000 Penalty: 6049.119629
	Iteration 45Q: 3 clusters Score -2.069116e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -20691210.000000 Penalty: 6049.119629
	Iteration 46Q: 3 clusters Score -2.069121e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 151032 members 
Entering Unmasked Estep 
Score: -20691328.000000 Penalty: 6049.119629
	Iteration 47Q: 3 clusters Score -2.069133e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 152060 members 
Entering Unmasked Estep 
Score: -20691402.000000 Penalty: 6049.119629
	Iteration 48Q: 3 clusters Score -2.06914e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 153085 members 
Entering Unmasked Estep 
Score: -20691556.000000 Penalty: 6049.119629
	Iteration 49Q: 3 clusters Score -2.069156e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -20691704.000000 Penalty: 6049.119629
	Iteration 50Q: 3 clusters Score -2.06917e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 155252 members 
Entering Unmasked Estep 
Score: -20691928.000000 Penalty: 6049.119629
	Iteration 51Q: 3 clusters Score -2.069193e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -20691996.000000 Penalty: 6049.119629
	Iteration 52Q: 3 clusters Score -2.0692e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 157538 members 
Entering Unmasked Estep 
Score: -20692184.000000 Penalty: 6049.119629
	Iteration 53Q: 3 clusters Score -2.069218e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 158734 members 
Entering Unmasked Estep 
Score: -20692398.000000 Penalty: 6049.119629
	Iteration 54Q: 3 clusters Score -2.06924e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -20692504.000000 Penalty: 6049.119629
	Iteration 55Q: 3 clusters Score -2.06925e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 161166 members 
Entering Unmasked Estep 
Score: -20692664.000000 Penalty: 6049.119629
	Iteration 56Q: 3 clusters Score -2.069266e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 162452 members 
Entering Unmasked Estep 
Score: -20692802.000000 Penalty: 6049.119629
	Iteration 57Q: 3 clusters Score -2.06928e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 163811 members 
Entering Unmasked Estep 
Score: -20693068.000000 Penalty: 6049.119629
	Iteration 58Q: 3 clusters Score -2.069307e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -20693358.000000 Penalty: 6049.119629
	Iteration 59Q: 3 clusters Score -2.069336e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 166621 members 
Entering Unmasked Estep 
Score: -20693660.000000 Penalty: 6049.119629
	Iteration 60F: 3 clusters Score -2.069366e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 168067 members 
Entering Unmasked Estep 
Score: -20693964.000000 Penalty: 6049.119629
	Iteration 61Q: 3 clusters Score -2.069396e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 169495 members 
Entering Unmasked Estep 
Score: -20694420.000000 Penalty: 6049.119629
	Iteration 62Q: 3 clusters Score -2.069442e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 170920 members 
Entering Unmasked Estep 
Score: -20694740.000000 Penalty: 6049.119629
	Iteration 63Q: 3 clusters Score -2.069474e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 172363 members 
Entering Unmasked Estep 
Score: -20695122.000000 Penalty: 6049.119629
	Iteration 64Q: 3 clusters Score -2.069512e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
Score: -20695316.000000 Penalty: 6049.119629
	Iteration 65Q: 3 clusters Score -2.069532e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 175303 members 
Entering Unmasked Estep 
Score: -20695740.000000 Penalty: 6049.119629
	Iteration 66Q: 3 clusters Score -2.069574e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 176726 members 
Entering Unmasked Estep 
Score: -20696126.000000 Penalty: 6049.119629
	Iteration 67Q: 3 clusters Score -2.069613e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 178045 members 
Entering Unmasked Estep 
Score: -20696526.000000 Penalty: 6049.119629
	Iteration 68Q: 3 clusters Score -2.069653e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 179313 members 
Entering Unmasked Estep 
Score: -20696850.000000 Penalty: 6049.119629
	Iteration 69Q: 3 clusters Score -2.069685e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 180546 members 
Entering Unmasked Estep 
Score: -20697126.000000 Penalty: 6049.119629
	Iteration 70Q: 3 clusters Score -2.069713e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 181680 members 
Entering Unmasked Estep 
Score: -20697412.000000 Penalty: 6049.119629
	Iteration 71Q: 3 clusters Score -2.069741e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 182793 members 
Entering Unmasked Estep 
Score: -20697724.000000 Penalty: 6049.119629
	Iteration 72Q: 3 clusters Score -2.069772e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 183843 members 
Entering Unmasked Estep 
Score: -20697988.000000 Penalty: 6049.119629
	Iteration 73Q: 3 clusters Score -2.069799e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 184901 members 
Entering Unmasked Estep 
Score: -20698368.000000 Penalty: 6049.119629
	Iteration 74Q: 3 clusters Score -2.069837e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 185890 members 
Entering Unmasked Estep 
Score: -20698594.000000 Penalty: 6049.119629
	Iteration 75Q: 3 clusters Score -2.069859e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 186825 members 
Entering Unmasked Estep 
Score: -20698900.000000 Penalty: 6049.119629
	Iteration 76Q: 3 clusters Score -2.06989e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 187700 members 
Entering Unmasked Estep 
Score: -20699092.000000 Penalty: 6049.119629
	Iteration 77Q: 3 clusters Score -2.069909e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 188550 members 
Entering Unmasked Estep 
Score: -20699358.000000 Penalty: 6049.119629
	Iteration 78Q: 3 clusters Score -2.069936e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 189325 members 
Entering Unmasked Estep 
Score: -20699660.000000 Penalty: 6049.119629
	Iteration 79Q: 3 clusters Score -2.069966e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 190065 members 
Entering Unmasked Estep 
Score: -20700038.000000 Penalty: 6049.119629
	Iteration 80F: 3 clusters Score -2.070004e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 190752 members 
Entering Unmasked Estep 
Score: -20700316.000000 Penalty: 6049.119629
	Iteration 81Q: 3 clusters Score -2.070032e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 191336 members 
Entering Unmasked Estep 
Score: -20700634.000000 Penalty: 6049.119629
	Iteration 82Q: 3 clusters Score -2.070063e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 191864 members 
Entering Unmasked Estep 
Score: -20700882.000000 Penalty: 6049.119629
	Iteration 83Q: 3 clusters Score -2.070088e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 192322 members 
Entering Unmasked Estep 
Score: -20701118.000000 Penalty: 6049.119629
	Iteration 84Q: 3 clusters Score -2.070112e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 192702 members 
Entering Unmasked Estep 
Score: -20701288.000000 Penalty: 6049.119629
	Iteration 85Q: 3 clusters Score -2.070129e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 193024 members 
Entering Unmasked Estep 
Score: -20701436.000000 Penalty: 6049.119629
	Iteration 86Q: 3 clusters Score -2.070144e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 193334 members 
Entering Unmasked Estep 
Score: -20701638.000000 Penalty: 6049.119629
	Iteration 87Q: 3 clusters Score -2.070164e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 193612 members 
Entering Unmasked Estep 
Score: -20701782.000000 Penalty: 6049.119629
	Iteration 88Q: 3 clusters Score -2.070178e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 193870 members 
Entering Unmasked Estep 
Score: -20701944.000000 Penalty: 6049.119629
	Iteration 89Q: 3 clusters Score -2.070194e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 194124 members 
Entering Unmasked Estep 
Score: -20702104.000000 Penalty: 6049.119629
	Iteration 90Q: 3 clusters Score -2.07021e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 194361 members 
Entering Unmasked Estep 
Score: -20702176.000000 Penalty: 6049.119629
	Iteration 91Q: 3 clusters Score -2.070218e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -20702316.000000 Penalty: 6049.119629
	Iteration 92Q: 3 clusters Score -2.070232e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 194772 members 
Entering Unmasked Estep 
Score: -20702432.000000 Penalty: 6049.119629
	Iteration 93Q: 3 clusters Score -2.070243e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 194928 members 
Entering Unmasked Estep 
Score: -20702526.000000 Penalty: 6049.119629
	Iteration 94Q: 3 clusters Score -2.070253e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 195050 members 
Entering Unmasked Estep 
Score: -20702666.000000 Penalty: 6049.119629
	Iteration 95Q: 3 clusters Score -2.070267e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 195143 members 
Entering Unmasked Estep 
Score: -20702736.000000 Penalty: 6049.119629
	Iteration 96Q: 3 clusters Score -2.070274e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 195223 members 
Entering Unmasked Estep 
Score: -20702778.000000 Penalty: 6049.119629
	Iteration 97Q: 3 clusters Score -2.070278e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 195304 members 
Entering Unmasked Estep 
Score: -20702808.000000 Penalty: 6049.119629
	Iteration 98Q: 3 clusters Score -2.070281e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 195388 members 
Entering Unmasked Estep 
Score: -20702830.000000 Penalty: 6049.119629
	Iteration 99Q: 3 clusters Score -2.070283e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 195454 members 
Entering Unmasked Estep 
Score: -20702886.000000 Penalty: 6049.119629
	Iteration 100F: 3 clusters Score -2.070289e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 195511 members 
Entering Unmasked Estep 
Score: -20702950.000000 Penalty: 6049.119629
	Iteration 101Q: 3 clusters Score -2.070295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 195567 members 
Entering Unmasked Estep 
Score: -20702966.000000 Penalty: 6049.119629
	Iteration 102Q: 3 clusters Score -2.070297e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 195610 members 
Entering Unmasked Estep 
Score: -20702970.000000 Penalty: 6049.119629
	Iteration 103Q: 3 clusters Score -2.070297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 195647 members 
Entering Unmasked Estep 
Score: -20703000.000000 Penalty: 6049.119629
	Iteration 104Q: 3 clusters Score -2.0703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 195684 members 
Entering Unmasked Estep 
Score: -20703004.000000 Penalty: 6049.119629
	Iteration 105Q: 3 clusters Score -2.0703e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 195720 members 
Entering Unmasked Estep 
Score: -20703032.000000 Penalty: 6049.119629
	Iteration 106Q: 3 clusters Score -2.070303e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 195751 members 
Entering Unmasked Estep 
Score: -20703062.000000 Penalty: 6049.119629
	Iteration 107Q: 3 clusters Score -2.070306e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -20703068.000000 Penalty: 6049.119629
	Iteration 108Q: 3 clusters Score -2.070307e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 195836 members 
Entering Unmasked Estep 
Score: -20703082.000000 Penalty: 6049.119629
	Iteration 109Q: 3 clusters Score -2.070308e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 195871 members 
Entering Unmasked Estep 
Score: -20703122.000000 Penalty: 6049.119629
	Iteration 110Q: 3 clusters Score -2.070312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 195905 members 
Entering Unmasked Estep 
Score: -20703132.000000 Penalty: 6049.119629
	Iteration 111Q: 3 clusters Score -2.070313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 195939 members 
Entering Unmasked Estep 
Score: -20703144.000000 Penalty: 6049.119629
	Iteration 112Q: 3 clusters Score -2.070314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 195956 members 
Entering Unmasked Estep 
Score: -20703172.000000 Penalty: 6049.119629
	Iteration 113Q: 3 clusters Score -2.070317e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 195974 members 
Entering Unmasked Estep 
Score: -20703172.000000 Penalty: 6049.119629
	Iteration 114Q: 3 clusters Score -2.070317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 195989 members 
Entering Unmasked Estep 
Score: -20703176.000000 Penalty: 6049.119629
	Iteration 115Q: 3 clusters Score -2.070318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 196011 members 
Entering Unmasked Estep 
Score: -20703176.000000 Penalty: 6049.119629
	Iteration 116Q: 3 clusters Score -2.070318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 196033 members 
Entering Unmasked Estep 
Score: -20703166.000000 Penalty: 6049.119629
	Iteration 117Q: 3 clusters Score -2.070317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 196057 members 
Entering Unmasked Estep 
Score: -20703190.000000 Penalty: 6049.119629
	Iteration 118Q: 3 clusters Score -2.070319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 196074 members 
Entering Unmasked Estep 
Score: -20703218.000000 Penalty: 6049.119629
	Iteration 119Q: 3 clusters Score -2.070322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 196086 members 
Entering Unmasked Estep 
Score: -20703202.000000 Penalty: 6049.119629
	Iteration 120F: 3 clusters Score -2.07032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 196107 members 
Entering Unmasked Estep 
Score: -20703232.000000 Penalty: 6049.119629
	Iteration 121Q: 3 clusters Score -2.070323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 196116 members 
Entering Unmasked Estep 
Score: -20703230.000000 Penalty: 6049.119629
	Iteration 122Q: 3 clusters Score -2.070323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 196128 members 
Entering Unmasked Estep 
Score: -20703236.000000 Penalty: 6049.119629
	Iteration 123Q: 3 clusters Score -2.070324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 196138 members 
Entering Unmasked Estep 
Score: -20703252.000000 Penalty: 6049.119629
	Iteration 124Q: 3 clusters Score -2.070325e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 196152 members 
Entering Unmasked Estep 
Score: -20703276.000000 Penalty: 6049.119629
	Iteration 125Q: 3 clusters Score -2.070328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 196166 members 
Entering Unmasked Estep 
Score: -20703266.000000 Penalty: 6049.119629
	Iteration 126Q: 3 clusters Score -2.070327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 196181 members 
Entering Unmasked Estep 
Score: -20703266.000000 Penalty: 6049.119629
	Iteration 127Q: 3 clusters Score -2.070327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 196186 members 
Entering Unmasked Estep 
Score: -20703278.000000 Penalty: 6049.119629
	Iteration 128Q: 3 clusters Score -2.070328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 196189 members 
Entering Unmasked Estep 
Score: -20703278.000000 Penalty: 6049.119629
	Iteration 129Q: 3 clusters Score -2.070328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 196193 members 
Entering Unmasked Estep 
Score: -20703288.000000 Penalty: 6049.119629
	Iteration 130Q: 3 clusters Score -2.070329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 196198 members 
Entering Unmasked Estep 
Score: -20703294.000000 Penalty: 6049.119629
	Iteration 131Q: 3 clusters Score -2.070329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 196202 members 
Entering Unmasked Estep 
Score: -20703286.000000 Penalty: 6049.119629
	Iteration 132Q: 3 clusters Score -2.070329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 196209 members 
Entering Unmasked Estep 
Score: -20703300.000000 Penalty: 6049.119629
	Iteration 133Q: 3 clusters Score -2.07033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 196213 members 
Entering Unmasked Estep 
Score: -20703296.000000 Penalty: 6049.119629
	Iteration 134Q: 3 clusters Score -2.07033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 196215 members 
Entering Unmasked Estep 
Score: -20703312.000000 Penalty: 6049.119629
	Iteration 135Q: 3 clusters Score -2.070331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 196217 members 
Entering Unmasked Estep 
Score: -20703294.000000 Penalty: 6049.119629
	Iteration 136Q: 3 clusters Score -2.070329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 196221 members 
Entering Unmasked Estep 
Score: -20703302.000000 Penalty: 6049.119629
	Iteration 137Q: 3 clusters Score -2.07033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 196223 members 
Entering Unmasked Estep 
Score: -20703306.000000 Penalty: 6049.119629
	Iteration 138Q: 3 clusters Score -2.070331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 196228 members 
Entering Unmasked Estep 
Score: -20703310.000000 Penalty: 6049.119629
	Iteration 139Q: 3 clusters Score -2.070331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 196235 members 
Entering Unmasked Estep 
Score: -20703314.000000 Penalty: 6049.119629
	Iteration 140F: 3 clusters Score -2.070331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 196237 members 
Entering Unmasked Estep 
Score: -20703318.000000 Penalty: 6049.119629
	Iteration 141Q: 3 clusters Score -2.070332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 196246 members 
Entering Unmasked Estep 
Score: -20703314.000000 Penalty: 6049.119629
	Iteration 142Q: 3 clusters Score -2.070331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 196251 members 
Entering Unmasked Estep 
Score: -20703332.000000 Penalty: 6049.119629
	Iteration 143Q: 3 clusters Score -2.070333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 196256 members 
Entering Unmasked Estep 
Score: -20703316.000000 Penalty: 6049.119629
	Iteration 144Q: 3 clusters Score -2.070332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 196257 members 
Entering Unmasked Estep 
Score: -20703324.000000 Penalty: 6049.119629
	Iteration 145Q: 3 clusters Score -2.070332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 196257 members 
Entering Unmasked Estep 
Score: -20703318.000000 Penalty: 6049.119629
	Iteration 146Q: 3 clusters Score -2.070332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 196257 members 
Entering Unmasked Estep 
Score: -20703320.000000 Penalty: 6049.119629
	Iteration 147Q: 3 clusters Score -2.070332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 196256 members 
Entering Unmasked Estep 
Score: -20703346.000000 Penalty: 6049.119629
	Iteration 148Q: 3 clusters Score -2.070335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 196259 members 
Entering Unmasked Estep 
Score: -20703358.000000 Penalty: 6049.119629
	Iteration 149Q: 3 clusters Score -2.070336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 196263 members 
Entering Unmasked Estep 
Score: -20703362.000000 Penalty: 6049.119629
	Iteration 150Q: 3 clusters Score -2.070336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 196266 members 
Entering Unmasked Estep 
Score: -20703362.000000 Penalty: 6049.119629
	Iteration 151Q: 3 clusters Score -2.070336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 196272 members 
Entering Unmasked Estep 
Score: -20703356.000000 Penalty: 6049.119629
	Iteration 152Q: 3 clusters Score -2.070336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 196276 members 
Entering Unmasked Estep 
Score: -20703354.000000 Penalty: 6049.119629
	Iteration 153Q: 3 clusters Score -2.070335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 196276 members 
Entering Unmasked Estep 
Score: -20703354.000000 Penalty: 6049.119629
	Iteration 154F: 3 clusters Score -2.070335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Entering Unmasked Estep 
Score: -3288250.750000 Penalty: 2567.227783
	Iteration 0F: 2 clusters Score -3288251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3266817.750000 Penalty: 5134.455566
	Iteration 0F: 3 clusters Score -3266818 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3274579.750000 Penalty: 5134.455566
	Iteration 1F: 3 clusters Score -3274580 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3275158.500000 Penalty: 5134.455566
	Iteration 2Q: 3 clusters Score -3275158 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3275864.500000 Penalty: 5134.455566
	Iteration 3F: 3 clusters Score -3275864 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3276889.250000 Penalty: 5134.455566
	Iteration 4F: 3 clusters Score -3276889 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3278373.750000 Penalty: 5134.455566
	Iteration 5F: 3 clusters Score -3278374 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3280254.750000 Penalty: 5134.455566
	Iteration 6F: 3 clusters Score -3280255 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3281957.750000 Penalty: 5134.455566
	Iteration 7F: 3 clusters Score -3281958 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3283247.750000 Penalty: 5134.455566
	Iteration 8F: 3 clusters Score -3283248 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3284132.000000 Penalty: 5134.455566
	Iteration 9Q: 3 clusters Score -3284132 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3284766.250000 Penalty: 5134.455566
	Iteration 10Q: 3 clusters Score -3284766 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -3285317.500000 Penalty: 5134.455566
	Iteration 11Q: 3 clusters Score -3285318 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3285773.750000 Penalty: 5134.455566
	Iteration 12Q: 3 clusters Score -3285774 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3286077.000000 Penalty: 5134.455566
	Iteration 13Q: 3 clusters Score -3286077 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3286242.750000 Penalty: 5134.455566
	Iteration 14Q: 3 clusters Score -3286243 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3286331.500000 Penalty: 5134.455566
	Iteration 15Q: 3 clusters Score -3286332 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3286366.500000 Penalty: 5134.455566
	Iteration 16Q: 3 clusters Score -3286366 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3286407.750000 Penalty: 5134.455566
	Iteration 17Q: 3 clusters Score -3286408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3286412.250000 Penalty: 5134.455566
	Iteration 18Q: 3 clusters Score -3286412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3286419.500000 Penalty: 5134.455566
	Iteration 19Q: 3 clusters Score -3286420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3286427.750000 Penalty: 5134.455566
	Iteration 20F: 3 clusters Score -3286428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3286432.750000 Penalty: 5134.455566
	Iteration 21Q: 3 clusters Score -3286433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3286438.750000 Penalty: 5134.455566
	Iteration 22Q: 3 clusters Score -3286439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3286438.500000 Penalty: 5134.455566
	Iteration 23Q: 3 clusters Score -3286438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3286435.500000 Penalty: 5134.455566
	Iteration 24Q: 3 clusters Score -3286436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3286444.000000 Penalty: 5134.455566
	Iteration 25Q: 3 clusters Score -3286444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3286437.250000 Penalty: 5134.455566
	Iteration 26Q: 3 clusters Score -3286437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3286436.250000 Penalty: 5134.455566
	Iteration 27Q: 3 clusters Score -3286436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3286445.250000 Penalty: 5134.455566
	Iteration 28Q: 3 clusters Score -3286445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3286451.250000 Penalty: 5134.455566
	Iteration 29Q: 3 clusters Score -3286451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3286449.500000 Penalty: 5134.455566
	Iteration 30Q: 3 clusters Score -3286450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3286453.250000 Penalty: 5134.455566
	Iteration 31Q: 3 clusters Score -3286453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3286453.250000 Penalty: 5134.455566
	Iteration 32Q: 3 clusters Score -3286453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3286453.250000 Penalty: 5134.455566
	Iteration 33Q: 3 clusters Score -3286453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3286454.000000 Penalty: 5134.455566
	Iteration 34Q: 3 clusters Score -3286454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3286454.000000 Penalty: 5134.455566
	Iteration 35F: 3 clusters Score -3286454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Entering Unmasked Estep 
Score: -5054784.000000 Penalty: 2680.812500
	Iteration 0F: 2 clusters Score -5054784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5021612.000000 Penalty: 5361.625000
	Iteration 0F: 3 clusters Score -5021612 nChanged 22760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -5034214.000000 Penalty: 5361.625000
	Iteration 1F: 3 clusters Score -5034214 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -5034644.500000 Penalty: 5361.625000
	Iteration 2Q: 3 clusters Score -5034644 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -5035016.500000 Penalty: 5361.625000
	Iteration 3Q: 3 clusters Score -5035016 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5035367.500000 Penalty: 5361.625000
	Iteration 4Q: 3 clusters Score -5035368 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -5035734.000000 Penalty: 5361.625000
	Iteration 5Q: 3 clusters Score -5035734 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -5036197.500000 Penalty: 5361.625000
	Iteration 6Q: 3 clusters Score -5036198 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -5036745.500000 Penalty: 5361.625000
	Iteration 7Q: 3 clusters Score -5036746 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -5037608.000000 Penalty: 5361.625000
	Iteration 8Q: 3 clusters Score -5037608 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -5038956.500000 Penalty: 5361.625000
	Iteration 9Q: 3 clusters Score -5038956 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5040905.000000 Penalty: 5361.625000
	Iteration 10F: 3 clusters Score -5040905 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5043569.000000 Penalty: 5361.625000
	Iteration 11F: 3 clusters Score -5043569 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -5046386.500000 Penalty: 5361.625000
	Iteration 12F: 3 clusters Score -5046386 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5048766.000000 Penalty: 5361.625000
	Iteration 13F: 3 clusters Score -5048766 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -5050339.000000 Penalty: 5361.625000
	Iteration 14Q: 3 clusters Score -5050339 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5051263.000000 Penalty: 5361.625000
	Iteration 15Q: 3 clusters Score -5051263 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5051757.000000 Penalty: 5361.625000
	Iteration 16Q: 3 clusters Score -5051757 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5052007.500000 Penalty: 5361.625000
	Iteration 17Q: 3 clusters Score -5052008 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5052159.500000 Penalty: 5361.625000
	Iteration 18Q: 3 clusters Score -5052160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5052272.000000 Penalty: 5361.625000
	Iteration 19Q: 3 clusters Score -5052272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5052350.500000 Penalty: 5361.625000
	Iteration 20F: 3 clusters Score -5052350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5052427.500000 Penalty: 5361.625000
	Iteration 21Q: 3 clusters Score -5052428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5052474.000000 Penalty: 5361.625000
	Iteration 22Q: 3 clusters Score -5052474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5052484.500000 Penalty: 5361.625000
	Iteration 23Q: 3 clusters Score -5052484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5052492.500000 Penalty: 5361.625000
	Iteration 24Q: 3 clusters Score -5052492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5052501.500000 Penalty: 5361.625000
	Iteration 25Q: 3 clusters Score -5052502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5052517.500000 Penalty: 5361.625000
	Iteration 26Q: 3 clusters Score -5052518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5052528.000000 Penalty: 5361.625000
	Iteration 27Q: 3 clusters Score -5052528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5052531.000000 Penalty: 5361.625000
	Iteration 28Q: 3 clusters Score -5052531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5052542.500000 Penalty: 5361.625000
	Iteration 29Q: 3 clusters Score -5052542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5052548.000000 Penalty: 5361.625000
	Iteration 30Q: 3 clusters Score -5052548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5052571.000000 Penalty: 5361.625000
	Iteration 31Q: 3 clusters Score -5052571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5052583.500000 Penalty: 5361.625000
	Iteration 32Q: 3 clusters Score -5052584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5052598.500000 Penalty: 5361.625000
	Iteration 33Q: 3 clusters Score -5052598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5052607.500000 Penalty: 5361.625000
	Iteration 34Q: 3 clusters Score -5052608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5052611.500000 Penalty: 5361.625000
	Iteration 35Q: 3 clusters Score -5052612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5052615.000000 Penalty: 5361.625000
	Iteration 36Q: 3 clusters Score -5052615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5052611.500000 Penalty: 5361.625000
	Iteration 37Q: 3 clusters Score -5052612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5052614.500000 Penalty: 5361.625000
	Iteration 38Q: 3 clusters Score -5052614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5052619.500000 Penalty: 5361.625000
	Iteration 39Q: 3 clusters Score -5052620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5052619.000000 Penalty: 5361.625000
	Iteration 40F: 3 clusters Score -5052619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5052622.000000 Penalty: 5361.625000
	Iteration 41Q: 3 clusters Score -5052622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5052628.000000 Penalty: 5361.625000
	Iteration 42Q: 3 clusters Score -5052628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5052627.000000 Penalty: 5361.625000
	Iteration 43Q: 3 clusters Score -5052627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5052630.500000 Penalty: 5361.625000
	Iteration 44Q: 3 clusters Score -5052630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5052639.500000 Penalty: 5361.625000
	Iteration 45Q: 3 clusters Score -5052640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5052637.500000 Penalty: 5361.625000
	Iteration 46Q: 3 clusters Score -5052638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5052641.500000 Penalty: 5361.625000
	Iteration 47Q: 3 clusters Score -5052642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5052642.000000 Penalty: 5361.625000
	Iteration 48Q: 3 clusters Score -5052642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5052648.000000 Penalty: 5361.625000
	Iteration 49Q: 3 clusters Score -5052648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5052646.000000 Penalty: 5361.625000
	Iteration 50Q: 3 clusters Score -5052646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5052645.500000 Penalty: 5361.625000
	Iteration 51Q: 3 clusters Score -5052646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5052645.500000 Penalty: 5361.625000
	Iteration 52F: 3 clusters Score -5052646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Entering Unmasked Estep 
Score: -1652237.750000 Penalty: 2392.354980
	Iteration 0F: 2 clusters Score -1652238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1640974.500000 Penalty: 4784.709961
	Iteration 0F: 3 clusters Score -1640974 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1644504.500000 Penalty: 4784.709961
	Iteration 1F: 3 clusters Score -1644504 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1644854.500000 Penalty: 4784.709961
	Iteration 2F: 3 clusters Score -1644854 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1645172.500000 Penalty: 4784.709961
	Iteration 3Q: 3 clusters Score -1645172 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1645486.375000 Penalty: 4784.709961
	Iteration 4Q: 3 clusters Score -1645486 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1645853.000000 Penalty: 4784.709961
	Iteration 5Q: 3 clusters Score -1645853 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1646299.875000 Penalty: 4784.709961
	Iteration 6Q: 3 clusters Score -1646300 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1646915.250000 Penalty: 4784.709961
	Iteration 7F: 3 clusters Score -1646915 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1647674.625000 Penalty: 4784.709961
	Iteration 8F: 3 clusters Score -1647675 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1648475.250000 Penalty: 4784.709961
	Iteration 9F: 3 clusters Score -1648475 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1649160.375000 Penalty: 4784.709961
	Iteration 10Q: 3 clusters Score -1649160 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1649629.875000 Penalty: 4784.709961
	Iteration 11Q: 3 clusters Score -1649630 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1649897.625000 Penalty: 4784.709961
	Iteration 12Q: 3 clusters Score -1649898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1650012.375000 Penalty: 4784.709961
	Iteration 13Q: 3 clusters Score -1650012 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1650079.250000 Penalty: 4784.709961
	Iteration 14Q: 3 clusters Score -1650079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1650117.375000 Penalty: 4784.709961
	Iteration 15Q: 3 clusters Score -1650117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1650144.875000 Penalty: 4784.709961
	Iteration 16Q: 3 clusters Score -1650145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1650163.750000 Penalty: 4784.709961
	Iteration 17Q: 3 clusters Score -1650164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1650168.625000 Penalty: 4784.709961
	Iteration 18Q: 3 clusters Score -1650169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1650176.625000 Penalty: 4784.709961
	Iteration 19Q: 3 clusters Score -1650177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1650182.875000 Penalty: 4784.709961
	Iteration 20F: 3 clusters Score -1650183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1650184.875000 Penalty: 4784.709961
	Iteration 21Q: 3 clusters Score -1650185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1650189.000000 Penalty: 4784.709961
	Iteration 22Q: 3 clusters Score -1650189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1650190.750000 Penalty: 4784.709961
	Iteration 23Q: 3 clusters Score -1650191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1650195.375000 Penalty: 4784.709961
	Iteration 24Q: 3 clusters Score -1650195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1650198.625000 Penalty: 4784.709961
	Iteration 25Q: 3 clusters Score -1650199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1650207.000000 Penalty: 4784.709961
	Iteration 26Q: 3 clusters Score -1650207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1650207.625000 Penalty: 4784.709961
	Iteration 27Q: 3 clusters Score -1650208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1650210.125000 Penalty: 4784.709961
	Iteration 28Q: 3 clusters Score -1650210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1650210.125000 Penalty: 4784.709961
	Iteration 29F: 3 clusters Score -1650210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (72129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Entering Unmasked Estep 
Score: -7597179.500000 Penalty: 2774.180420
	Iteration 0F: 2 clusters Score -7597180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7548940.500000 Penalty: 5548.360840
	Iteration 0F: 3 clusters Score -7548940 nChanged 33747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -7568312.500000 Penalty: 5548.360840
	Iteration 1F: 3 clusters Score -7568312 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7569436.500000 Penalty: 5548.360840
	Iteration 2Q: 3 clusters Score -7569436 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -7571323.000000 Penalty: 5548.360840
	Iteration 3F: 3 clusters Score -7571323 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -7574379.000000 Penalty: 5548.360840
	Iteration 4F: 3 clusters Score -7574379 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -7579092.500000 Penalty: 5548.360840
	Iteration 5F: 3 clusters Score -7579092 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -7585019.500000 Penalty: 5548.360840
	Iteration 6F: 3 clusters Score -7585020 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -7589978.000000 Penalty: 5548.360840
	Iteration 7F: 3 clusters Score -7589978 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -7592812.000000 Penalty: 5548.360840
	Iteration 8Q: 3 clusters Score -7592812 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 70191 members 
Entering Unmasked Estep 
Score: -7594088.500000 Penalty: 5548.360840
	Iteration 9Q: 3 clusters Score -7594088 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -7594569.500000 Penalty: 5548.360840
	Iteration 10Q: 3 clusters Score -7594570 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -7594802.000000 Penalty: 5548.360840
	Iteration 11Q: 3 clusters Score -7594802 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -7594913.500000 Penalty: 5548.360840
	Iteration 12Q: 3 clusters Score -7594914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -7594963.000000 Penalty: 5548.360840
	Iteration 13Q: 3 clusters Score -7594963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -7594981.500000 Penalty: 5548.360840
	Iteration 14Q: 3 clusters Score -7594982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -7595009.000000 Penalty: 5548.360840
	Iteration 15Q: 3 clusters Score -7595009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 70996 members 
Entering Unmasked Estep 
Score: -7595037.000000 Penalty: 5548.360840
	Iteration 16Q: 3 clusters Score -7595037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -7595037.000000 Penalty: 5548.360840
	Iteration 17Q: 3 clusters Score -7595037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -7595042.000000 Penalty: 5548.360840
	Iteration 18Q: 3 clusters Score -7595042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -7595044.500000 Penalty: 5548.360840
	Iteration 19Q: 3 clusters Score -7595044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -7595052.000000 Penalty: 5548.360840
	Iteration 20F: 3 clusters Score -7595052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -7595056.500000 Penalty: 5548.360840
	Iteration 21Q: 3 clusters Score -7595056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -7595052.500000 Penalty: 5548.360840
	Iteration 22Q: 3 clusters Score -7595052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -7595057.000000 Penalty: 5548.360840
	Iteration 23Q: 3 clusters Score -7595057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -7595057.000000 Penalty: 5548.360840
	Iteration 24F: 3 clusters Score -7595057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218168 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44213 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197957 members 
Mstep: Class 15 contains 31311 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15469 members 
Mstep: Class 19 contains 72129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054616.000000 Penalty: 53300.515625
Iteration 359Q: 17 clusters Score -7.005462e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218168 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44224 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197981 members 
Mstep: Class 15 contains 31311 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15470 members 
Mstep: Class 19 contains 72094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054632.000000 Penalty: 53300.515625
Iteration 360F: 17 clusters Score -7.005463e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218174 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44232 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 197999 members 
Mstep: Class 15 contains 31311 members 
Mstep: Class 16 contains 49499 members 
Mstep: Class 18 contains 15469 members 
Mstep: Class 19 contains 72065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054664.000000 Penalty: 53300.515625
Iteration 361Q: 17 clusters Score -7.005466e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218176 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44238 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198016 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15468 members 
Mstep: Class 19 contains 72046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 362Q: 17 clusters Score -7.00546e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218187 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44243 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198021 members 
Mstep: Class 15 contains 31313 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15467 members 
Mstep: Class 19 contains 72024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054632.000000 Penalty: 53300.515625
Iteration 363Q: 17 clusters Score -7.005463e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218196 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44246 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198028 members 
Mstep: Class 15 contains 31314 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15467 members 
Mstep: Class 19 contains 72003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054624.000000 Penalty: 53300.515625
Iteration 364Q: 17 clusters Score -7.005462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218207 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44251 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198033 members 
Mstep: Class 15 contains 31315 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15467 members 
Mstep: Class 19 contains 71979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054560.000000 Penalty: 53300.515625
Iteration 365Q: 17 clusters Score -7.005456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218218 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44261 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198043 members 
Mstep: Class 15 contains 31315 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15467 members 
Mstep: Class 19 contains 71950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054536.000000 Penalty: 53300.515625
Iteration 366Q: 17 clusters Score -7.005454e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218229 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44266 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198063 members 
Mstep: Class 15 contains 31314 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15470 members 
Mstep: Class 19 contains 71917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 367Q: 17 clusters Score -7.005455e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218242 members 
Mstep: Class 4 contains 15612 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44273 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198083 members 
Mstep: Class 15 contains 31311 members 
Mstep: Class 16 contains 49496 members 
Mstep: Class 18 contains 15470 members 
Mstep: Class 19 contains 71885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 368Q: 17 clusters Score -7.005459e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218248 members 
Mstep: Class 4 contains 15611 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198105 members 
Mstep: Class 15 contains 31311 members 
Mstep: Class 16 contains 49495 members 
Mstep: Class 18 contains 15471 members 
Mstep: Class 19 contains 71858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 369Q: 17 clusters Score -7.005458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218255 members 
Mstep: Class 4 contains 15610 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44282 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198122 members 
Mstep: Class 15 contains 31311 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15471 members 
Mstep: Class 19 contains 71833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 370Q: 17 clusters Score -7.005458e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218266 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44288 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198136 members 
Mstep: Class 15 contains 31313 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15471 members 
Mstep: Class 19 contains 71802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 371Q: 17 clusters Score -7.005459e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218263 members 
Mstep: Class 4 contains 15607 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44294 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198160 members 
Mstep: Class 15 contains 31316 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 71771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 372Q: 17 clusters Score -7.00546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218268 members 
Mstep: Class 4 contains 15606 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44301 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198176 members 
Mstep: Class 15 contains 31316 members 
Mstep: Class 16 contains 49499 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 373Q: 17 clusters Score -7.005459e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218274 members 
Mstep: Class 4 contains 15603 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44307 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198194 members 
Mstep: Class 15 contains 31315 members 
Mstep: Class 16 contains 49499 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054688.000000 Penalty: 53300.515625
Iteration 374Q: 17 clusters Score -7.005469e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218275 members 
Mstep: Class 4 contains 15598 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44317 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198206 members 
Mstep: Class 15 contains 31313 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054640.000000 Penalty: 53300.515625
Iteration 375Q: 17 clusters Score -7.005464e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218274 members 
Mstep: Class 4 contains 15596 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44322 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198226 members 
Mstep: Class 15 contains 31311 members 
Mstep: Class 16 contains 49501 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054616.000000 Penalty: 53300.515625
Iteration 376Q: 17 clusters Score -7.005462e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218278 members 
Mstep: Class 4 contains 15594 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44332 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198241 members 
Mstep: Class 15 contains 31312 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15475 members 
Mstep: Class 19 contains 71648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054608.000000 Penalty: 53300.515625
Iteration 377Q: 17 clusters Score -7.005461e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218287 members 
Mstep: Class 4 contains 15592 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44335 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198253 members 
Mstep: Class 15 contains 31316 members 
Mstep: Class 16 contains 49498 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054616.000000 Penalty: 53300.515625
Iteration 378Q: 17 clusters Score -7.005462e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218293 members 
Mstep: Class 4 contains 15590 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44346 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198263 members 
Mstep: Class 15 contains 31321 members 
Mstep: Class 16 contains 49499 members 
Mstep: Class 18 contains 15472 members 
Mstep: Class 19 contains 71598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054664.000000 Penalty: 53300.515625
Iteration 379Q: 17 clusters Score -7.005466e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 218301 members 
Mstep: Class 4 contains 15586 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44355 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198276 members 
Mstep: Class 15 contains 31325 members 
Mstep: Class 16 contains 49500 members 
Mstep: Class 18 contains 15472 members 
Mstep: Class 19 contains 71567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 380F: 17 clusters Score -7.00546e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218317 members 
Mstep: Class 4 contains 15582 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44363 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198294 members 
Mstep: Class 15 contains 31325 members 
Mstep: Class 16 contains 49499 members 
Mstep: Class 18 contains 15472 members 
Mstep: Class 19 contains 71529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 381Q: 17 clusters Score -7.005459e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218330 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44374 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198307 members 
Mstep: Class 15 contains 31326 members 
Mstep: Class 16 contains 49497 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054632.000000 Penalty: 53300.515625
Iteration 382Q: 17 clusters Score -7.005463e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218338 members 
Mstep: Class 4 contains 15579 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44384 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198323 members 
Mstep: Class 15 contains 31328 members 
Mstep: Class 16 contains 49499 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054624.000000 Penalty: 53300.515625
Iteration 383Q: 17 clusters Score -7.005462e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218354 members 
Mstep: Class 4 contains 15574 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44399 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 198341 members 
Mstep: Class 15 contains 31329 members 
Mstep: Class 16 contains 49504 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 71408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054624.000000 Penalty: 53300.515625
Iteration 384Q: 17 clusters Score -7.005462e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218358 members 
Mstep: Class 4 contains 15572 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44415 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 198361 members 
Mstep: Class 15 contains 31330 members 
Mstep: Class 16 contains 49506 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054624.000000 Penalty: 53300.515625
Iteration 385Q: 17 clusters Score -7.005462e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218372 members 
Mstep: Class 4 contains 15568 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44426 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 198377 members 
Mstep: Class 15 contains 31331 members 
Mstep: Class 16 contains 49509 members 
Mstep: Class 18 contains 15476 members 
Mstep: Class 19 contains 71327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 386Q: 17 clusters Score -7.005458e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218383 members 
Mstep: Class 4 contains 15566 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44433 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 198397 members 
Mstep: Class 15 contains 31334 members 
Mstep: Class 16 contains 49513 members 
Mstep: Class 18 contains 15478 members 
Mstep: Class 19 contains 71287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054560.000000 Penalty: 53300.515625
Iteration 387Q: 17 clusters Score -7.005456e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218388 members 
Mstep: Class 4 contains 15563 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44441 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5439 members 
Mstep: Class 12 contains 198416 members 
Mstep: Class 15 contains 31335 members 
Mstep: Class 16 contains 49515 members 
Mstep: Class 18 contains 15479 members 
Mstep: Class 19 contains 71253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 388Q: 17 clusters Score -7.005459e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218403 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44451 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5438 members 
Mstep: Class 12 contains 198418 members 
Mstep: Class 15 contains 31336 members 
Mstep: Class 16 contains 49520 members 
Mstep: Class 18 contains 15479 members 
Mstep: Class 19 contains 71223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 389Q: 17 clusters Score -7.005455e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218413 members 
Mstep: Class 4 contains 15562 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44457 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5436 members 
Mstep: Class 12 contains 198430 members 
Mstep: Class 15 contains 31337 members 
Mstep: Class 16 contains 49527 members 
Mstep: Class 18 contains 15477 members 
Mstep: Class 19 contains 71189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054568.000000 Penalty: 53300.515625
Iteration 390Q: 17 clusters Score -7.005457e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218419 members 
Mstep: Class 4 contains 15559 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44462 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5435 members 
Mstep: Class 12 contains 198452 members 
Mstep: Class 15 contains 31339 members 
Mstep: Class 16 contains 49530 members 
Mstep: Class 18 contains 15475 members 
Mstep: Class 19 contains 71149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 391Q: 17 clusters Score -7.005459e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218425 members 
Mstep: Class 4 contains 15558 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44468 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 198479 members 
Mstep: Class 15 contains 31339 members 
Mstep: Class 16 contains 49534 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054592.000000 Penalty: 53300.515625
Iteration 392Q: 17 clusters Score -7.005459e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218436 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44477 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 198495 members 
Mstep: Class 15 contains 31340 members 
Mstep: Class 16 contains 49538 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 71063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054656.000000 Penalty: 53300.515625
Iteration 393Q: 17 clusters Score -7.005466e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218457 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44481 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 198515 members 
Mstep: Class 15 contains 31340 members 
Mstep: Class 16 contains 49537 members 
Mstep: Class 18 contains 15476 members 
Mstep: Class 19 contains 71018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054560.000000 Penalty: 53300.515625
Iteration 394Q: 17 clusters Score -7.005456e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218469 members 
Mstep: Class 4 contains 15557 members 
Mstep: Class 5 contains 4282 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44487 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 198537 members 
Mstep: Class 15 contains 31343 members 
Mstep: Class 16 contains 49538 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 70976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054544.000000 Penalty: 53300.515625
Iteration 395Q: 17 clusters Score -7.005454e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 218488 members 
Mstep: Class 4 contains 15555 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44490 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 198561 members 
Mstep: Class 15 contains 31345 members 
Mstep: Class 16 contains 49536 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 70935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054496.000000 Penalty: 53300.515625
Iteration 396Q: 17 clusters Score -7.00545e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 218494 members 
Mstep: Class 4 contains 15554 members 
Mstep: Class 5 contains 4280 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44496 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 198588 members 
Mstep: Class 15 contains 31348 members 
Mstep: Class 16 contains 49535 members 
Mstep: Class 18 contains 15472 members 
Mstep: Class 19 contains 70895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 397Q: 17 clusters Score -7.005455e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218492 members 
Mstep: Class 4 contains 15552 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44502 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 198618 members 
Mstep: Class 15 contains 31351 members 
Mstep: Class 16 contains 49536 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 70855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 398Q: 17 clusters Score -7.005458e+07 nChanged 96
Entering ConstructFrom: 
Score: -70054576.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (24922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Entering Unmasked Estep 
Score: -2648180.500000 Penalty: 2510.629639
	Iteration 0F: 2 clusters Score -2648180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2630895.000000 Penalty: 5021.259277
	Iteration 0F: 3 clusters Score -2630895 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2636873.750000 Penalty: 5021.259277
	Iteration 1F: 3 clusters Score -2636874 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2637268.500000 Penalty: 5021.259277
	Iteration 2Q: 3 clusters Score -2637268 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2637640.250000 Penalty: 5021.259277
	Iteration 3Q: 3 clusters Score -2637640 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2638024.500000 Penalty: 5021.259277
	Iteration 4Q: 3 clusters Score -2638024 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2638454.250000 Penalty: 5021.259277
	Iteration 5Q: 3 clusters Score -2638454 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2639000.250000 Penalty: 5021.259277
	Iteration 6Q: 3 clusters Score -2639000 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2639653.250000 Penalty: 5021.259277
	Iteration 7Q: 3 clusters Score -2639653 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2640455.750000 Penalty: 5021.259277
	Iteration 8Q: 3 clusters Score -2640456 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2641448.250000 Penalty: 5021.259277
	Iteration 9F: 3 clusters Score -2641448 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2642410.250000 Penalty: 5021.259277
	Iteration 10F: 3 clusters Score -2642410 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2643225.000000 Penalty: 5021.259277
	Iteration 11F: 3 clusters Score -2643225 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2643727.250000 Penalty: 5021.259277
	Iteration 12Q: 3 clusters Score -2643727 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2644025.000000 Penalty: 5021.259277
	Iteration 13Q: 3 clusters Score -2644025 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2644236.000000 Penalty: 5021.259277
	Iteration 14Q: 3 clusters Score -2644236 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2644414.500000 Penalty: 5021.259277
	Iteration 15Q: 3 clusters Score -2644414 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2644552.500000 Penalty: 5021.259277
	Iteration 16Q: 3 clusters Score -2644552 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2644688.000000 Penalty: 5021.259277
	Iteration 17Q: 3 clusters Score -2644688 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2644788.250000 Penalty: 5021.259277
	Iteration 18Q: 3 clusters Score -2644788 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2644910.500000 Penalty: 5021.259277
	Iteration 19Q: 3 clusters Score -2644910 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2645019.000000 Penalty: 5021.259277
	Iteration 20F: 3 clusters Score -2645019 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -2645097.750000 Penalty: 5021.259277
	Iteration 21Q: 3 clusters Score -2645098 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2645180.750000 Penalty: 5021.259277
	Iteration 22Q: 3 clusters Score -2645181 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2645274.000000 Penalty: 5021.259277
	Iteration 23Q: 3 clusters Score -2645274 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2645356.500000 Penalty: 5021.259277
	Iteration 24Q: 3 clusters Score -2645356 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2645408.250000 Penalty: 5021.259277
	Iteration 25Q: 3 clusters Score -2645408 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -2645478.250000 Penalty: 5021.259277
	Iteration 26Q: 3 clusters Score -2645478 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2645519.500000 Penalty: 5021.259277
	Iteration 27Q: 3 clusters Score -2645520 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2645569.750000 Penalty: 5021.259277
	Iteration 28Q: 3 clusters Score -2645570 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2645617.000000 Penalty: 5021.259277
	Iteration 29Q: 3 clusters Score -2645617 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2645662.500000 Penalty: 5021.259277
	Iteration 30Q: 3 clusters Score -2645662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2645710.000000 Penalty: 5021.259277
	Iteration 31Q: 3 clusters Score -2645710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2645765.500000 Penalty: 5021.259277
	Iteration 32Q: 3 clusters Score -2645766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2645809.250000 Penalty: 5021.259277
	Iteration 33Q: 3 clusters Score -2645809 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2645856.250000 Penalty: 5021.259277
	Iteration 34Q: 3 clusters Score -2645856 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2645907.250000 Penalty: 5021.259277
	Iteration 35Q: 3 clusters Score -2645907 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2645956.750000 Penalty: 5021.259277
	Iteration 36Q: 3 clusters Score -2645957 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2646009.750000 Penalty: 5021.259277
	Iteration 37Q: 3 clusters Score -2646010 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2646051.000000 Penalty: 5021.259277
	Iteration 38Q: 3 clusters Score -2646051 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2646110.500000 Penalty: 5021.259277
	Iteration 39Q: 3 clusters Score -2646110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2646165.750000 Penalty: 5021.259277
	Iteration 40F: 3 clusters Score -2646166 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2646207.750000 Penalty: 5021.259277
	Iteration 41Q: 3 clusters Score -2646208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2646250.250000 Penalty: 5021.259277
	Iteration 42Q: 3 clusters Score -2646250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2646295.250000 Penalty: 5021.259277
	Iteration 43Q: 3 clusters Score -2646295 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2646326.500000 Penalty: 5021.259277
	Iteration 44Q: 3 clusters Score -2646326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2646373.000000 Penalty: 5021.259277
	Iteration 45Q: 3 clusters Score -2646373 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2646393.500000 Penalty: 5021.259277
	Iteration 46Q: 3 clusters Score -2646394 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2646428.750000 Penalty: 5021.259277
	Iteration 47Q: 3 clusters Score -2646429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2646448.250000 Penalty: 5021.259277
	Iteration 48Q: 3 clusters Score -2646448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2646461.500000 Penalty: 5021.259277
	Iteration 49Q: 3 clusters Score -2646462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2646484.000000 Penalty: 5021.259277
	Iteration 50Q: 3 clusters Score -2646484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2646495.750000 Penalty: 5021.259277
	Iteration 51Q: 3 clusters Score -2646496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2646514.000000 Penalty: 5021.259277
	Iteration 52Q: 3 clusters Score -2646514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2646523.250000 Penalty: 5021.259277
	Iteration 53Q: 3 clusters Score -2646523 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2646533.750000 Penalty: 5021.259277
	Iteration 54Q: 3 clusters Score -2646534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2646550.250000 Penalty: 5021.259277
	Iteration 55Q: 3 clusters Score -2646550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2646561.750000 Penalty: 5021.259277
	Iteration 56Q: 3 clusters Score -2646562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2646574.500000 Penalty: 5021.259277
	Iteration 57Q: 3 clusters Score -2646574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2646587.750000 Penalty: 5021.259277
	Iteration 58Q: 3 clusters Score -2646588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2646605.750000 Penalty: 5021.259277
	Iteration 59Q: 3 clusters Score -2646606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2646619.750000 Penalty: 5021.259277
	Iteration 60F: 3 clusters Score -2646620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2646629.750000 Penalty: 5021.259277
	Iteration 61Q: 3 clusters Score -2646630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2646633.500000 Penalty: 5021.259277
	Iteration 62Q: 3 clusters Score -2646634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2646641.750000 Penalty: 5021.259277
	Iteration 63Q: 3 clusters Score -2646642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2646651.500000 Penalty: 5021.259277
	Iteration 64Q: 3 clusters Score -2646652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2646656.000000 Penalty: 5021.259277
	Iteration 65Q: 3 clusters Score -2646656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2646657.000000 Penalty: 5021.259277
	Iteration 66Q: 3 clusters Score -2646657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2646657.500000 Penalty: 5021.259277
	Iteration 67Q: 3 clusters Score -2646658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2646662.750000 Penalty: 5021.259277
	Iteration 68Q: 3 clusters Score -2646663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2646662.000000 Penalty: 5021.259277
	Iteration 69Q: 3 clusters Score -2646662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2646656.750000 Penalty: 5021.259277
	Iteration 70Q: 3 clusters Score -2646657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2646664.500000 Penalty: 5021.259277
	Iteration 71Q: 3 clusters Score -2646664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2646665.250000 Penalty: 5021.259277
	Iteration 72Q: 3 clusters Score -2646665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2646664.500000 Penalty: 5021.259277
	Iteration 73Q: 3 clusters Score -2646664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2646665.500000 Penalty: 5021.259277
	Iteration 74Q: 3 clusters Score -2646666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2646668.750000 Penalty: 5021.259277
	Iteration 75Q: 3 clusters Score -2646669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2646668.000000 Penalty: 5021.259277
	Iteration 76Q: 3 clusters Score -2646668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2646666.250000 Penalty: 5021.259277
	Iteration 77Q: 3 clusters Score -2646666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2646669.000000 Penalty: 5021.259277
	Iteration 78Q: 3 clusters Score -2646669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2646671.500000 Penalty: 5021.259277
	Iteration 79Q: 3 clusters Score -2646672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2646672.750000 Penalty: 5021.259277
	Iteration 80F: 3 clusters Score -2646673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2646671.000000 Penalty: 5021.259277
	Iteration 81Q: 3 clusters Score -2646671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2646672.250000 Penalty: 5021.259277
	Iteration 82Q: 3 clusters Score -2646672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2646673.000000 Penalty: 5021.259277
	Iteration 83Q: 3 clusters Score -2646673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2646670.000000 Penalty: 5021.259277
	Iteration 84Q: 3 clusters Score -2646670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2646670.000000 Penalty: 5021.259277
	Iteration 85F: 3 clusters Score -2646670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -80400.890625 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -80400.89 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 403 members 
Entering Unmasked Estep 
Score: -78582.320312 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -78582.32 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78861.468750 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -78861.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78977.343750 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -78977.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79046.601562 Penalty: 3335.616699
	Iteration 3Q: 3 clusters Score -79046.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -79097.101562 Penalty: 3335.616699
	Iteration 4Q: 3 clusters Score -79097.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79127.460938 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -79127.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79150.234375 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -79150.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79171.429688 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -79171.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79182.687500 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -79182.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -79186.507812 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -79186.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79190.414062 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -79190.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79190.414062 Penalty: 3335.616699
	Iteration 11F: 3 clusters Score -79190.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (218505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218505 members 
Entering Unmasked Estep 
Score: -22873208.000000 Penalty: 3049.052002
	Iteration 0F: 2 clusters Score -2.287321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108707 members 
Mstep: Class 2 contains 109798 members 
Entering Unmasked Estep 
Score: -22738826.000000 Penalty: 6098.104004
	Iteration 0F: 3 clusters Score -2.273883e+07 nChanged 105297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 118131 members 
Entering Unmasked Estep 
Score: -22800600.000000 Penalty: 6098.104004
	Iteration 1F: 3 clusters Score -2.28006e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 123672 members 
Entering Unmasked Estep 
Score: -22802536.000000 Penalty: 6098.104004
	Iteration 2Q: 3 clusters Score -2.280254e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86294 members 
Mstep: Class 2 contains 132211 members 
Entering Unmasked Estep 
Score: -22806114.000000 Penalty: 6098.104004
	Iteration 3Q: 3 clusters Score -2.280611e+07 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 145011 members 
Entering Unmasked Estep 
Score: -22813184.000000 Penalty: 6098.104004
	Iteration 4F: 3 clusters Score -2.281318e+07 nChanged 18077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 163046 members 
Entering Unmasked Estep 
Score: -22826384.000000 Penalty: 6098.104004
	Iteration 5F: 3 clusters Score -2.282638e+07 nChanged 21458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 184502 members 
Entering Unmasked Estep 
Score: -22846710.000000 Penalty: 6098.104004
	Iteration 6F: 3 clusters Score -2.284671e+07 nChanged 18724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 203226 members 
Entering Unmasked Estep 
Score: -22863780.000000 Penalty: 6098.104004
	Iteration 7F: 3 clusters Score -2.286378e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 213070 members 
Entering Unmasked Estep 
Score: -22868450.000000 Penalty: 6098.104004
	Iteration 8Q: 3 clusters Score -2.286845e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 216383 members 
Entering Unmasked Estep 
Score: -22869732.000000 Penalty: 6098.104004
	Iteration 9Q: 3 clusters Score -2.286973e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 217314 members 
Entering Unmasked Estep 
Score: -22870310.000000 Penalty: 6098.104004
	Iteration 10Q: 3 clusters Score -2.287031e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 217571 members 
Entering Unmasked Estep 
Score: -22870614.000000 Penalty: 6098.104004
	Iteration 11Q: 3 clusters Score -2.287061e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 217654 members 
Entering Unmasked Estep 
Score: -22870810.000000 Penalty: 6098.104004
	Iteration 12Q: 3 clusters Score -2.287081e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 217682 members 
Entering Unmasked Estep 
Score: -22870896.000000 Penalty: 6098.104004
	Iteration 13Q: 3 clusters Score -2.28709e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 217688 members 
Entering Unmasked Estep 
Score: -22870940.000000 Penalty: 6098.104004
	Iteration 14Q: 3 clusters Score -2.287094e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 217695 members 
Entering Unmasked Estep 
Score: -22871010.000000 Penalty: 6098.104004
	Iteration 15Q: 3 clusters Score -2.287101e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 217695 members 
Entering Unmasked Estep 
Score: -22871050.000000 Penalty: 6098.104004
	Iteration 16Q: 3 clusters Score -2.287105e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 217694 members 
Entering Unmasked Estep 
Score: -22871092.000000 Penalty: 6098.104004
	Iteration 17Q: 3 clusters Score -2.287109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 217691 members 
Entering Unmasked Estep 
Score: -22871126.000000 Penalty: 6098.104004
	Iteration 18Q: 3 clusters Score -2.287113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 217684 members 
Entering Unmasked Estep 
Score: -22871136.000000 Penalty: 6098.104004
	Iteration 19Q: 3 clusters Score -2.287114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 217680 members 
Entering Unmasked Estep 
Score: -22871130.000000 Penalty: 6098.104004
	Iteration 20F: 3 clusters Score -2.287113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 217668 members 
Entering Unmasked Estep 
Score: -22871148.000000 Penalty: 6098.104004
	Iteration 21Q: 3 clusters Score -2.287115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 217660 members 
Entering Unmasked Estep 
Score: -22871158.000000 Penalty: 6098.104004
	Iteration 22Q: 3 clusters Score -2.287116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 217655 members 
Entering Unmasked Estep 
Score: -22871202.000000 Penalty: 6098.104004
	Iteration 23Q: 3 clusters Score -2.28712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 217648 members 
Entering Unmasked Estep 
Score: -22871188.000000 Penalty: 6098.104004
	Iteration 24Q: 3 clusters Score -2.287119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 217643 members 
Entering Unmasked Estep 
Score: -22871220.000000 Penalty: 6098.104004
	Iteration 25Q: 3 clusters Score -2.287122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 217643 members 
Entering Unmasked Estep 
Score: -22871216.000000 Penalty: 6098.104004
	Iteration 26Q: 3 clusters Score -2.287122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 217641 members 
Entering Unmasked Estep 
Score: -22871224.000000 Penalty: 6098.104004
	Iteration 27Q: 3 clusters Score -2.287122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 217637 members 
Entering Unmasked Estep 
Score: -22871214.000000 Penalty: 6098.104004
	Iteration 28Q: 3 clusters Score -2.287121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 217637 members 
Entering Unmasked Estep 
Score: -22871226.000000 Penalty: 6098.104004
	Iteration 29Q: 3 clusters Score -2.287123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 217636 members 
Entering Unmasked Estep 
Score: -22871230.000000 Penalty: 6098.104004
	Iteration 30Q: 3 clusters Score -2.287123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 217633 members 
Entering Unmasked Estep 
Score: -22871244.000000 Penalty: 6098.104004
	Iteration 31Q: 3 clusters Score -2.287124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 217635 members 
Entering Unmasked Estep 
Score: -22871234.000000 Penalty: 6098.104004
	Iteration 32Q: 3 clusters Score -2.287123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 217637 members 
Entering Unmasked Estep 
Score: -22871250.000000 Penalty: 6098.104004
	Iteration 33Q: 3 clusters Score -2.287125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 217637 members 
Entering Unmasked Estep 
Score: -22871252.000000 Penalty: 6098.104004
	Iteration 34Q: 3 clusters Score -2.287125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 217635 members 
Entering Unmasked Estep 
Score: -22871266.000000 Penalty: 6098.104004
	Iteration 35Q: 3 clusters Score -2.287127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 217631 members 
Entering Unmasked Estep 
Score: -22871268.000000 Penalty: 6098.104004
	Iteration 36Q: 3 clusters Score -2.287127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 217629 members 
Entering Unmasked Estep 
Score: -22871268.000000 Penalty: 6098.104004
	Iteration 37Q: 3 clusters Score -2.287127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 217627 members 
Entering Unmasked Estep 
Score: -22871272.000000 Penalty: 6098.104004
	Iteration 38Q: 3 clusters Score -2.287127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 217626 members 
Entering Unmasked Estep 
Score: -22871268.000000 Penalty: 6098.104004
	Iteration 39Q: 3 clusters Score -2.287127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 217626 members 
Entering Unmasked Estep 
Score: -22871268.000000 Penalty: 6098.104004
	Iteration 40F: 3 clusters Score -2.287127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Entering Unmasked Estep 
Score: -1625741.500000 Penalty: 2393.618652
	Iteration 0F: 2 clusters Score -1625742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1614541.125000 Penalty: 4787.237305
	Iteration 0F: 3 clusters Score -1614541 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1618034.125000 Penalty: 4787.237305
	Iteration 1F: 3 clusters Score -1618034 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1618292.000000 Penalty: 4787.237305
	Iteration 2F: 3 clusters Score -1618292 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1618476.875000 Penalty: 4787.237305
	Iteration 3Q: 3 clusters Score -1618477 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1618629.375000 Penalty: 4787.237305
	Iteration 4Q: 3 clusters Score -1618629 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1618786.250000 Penalty: 4787.237305
	Iteration 5Q: 3 clusters Score -1618786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1618947.875000 Penalty: 4787.237305
	Iteration 6Q: 3 clusters Score -1618948 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1619125.000000 Penalty: 4787.237305
	Iteration 7Q: 3 clusters Score -1619125 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1619366.500000 Penalty: 4787.237305
	Iteration 8Q: 3 clusters Score -1619366 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1619662.875000 Penalty: 4787.237305
	Iteration 9Q: 3 clusters Score -1619663 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1620091.625000 Penalty: 4787.237305
	Iteration 10Q: 3 clusters Score -1620092 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1620674.375000 Penalty: 4787.237305
	Iteration 11F: 3 clusters Score -1620674 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1621376.625000 Penalty: 4787.237305
	Iteration 12F: 3 clusters Score -1621377 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1622159.875000 Penalty: 4787.237305
	Iteration 13F: 3 clusters Score -1622160 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1622857.625000 Penalty: 4787.237305
	Iteration 14Q: 3 clusters Score -1622858 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1623317.500000 Penalty: 4787.237305
	Iteration 15Q: 3 clusters Score -1623318 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1623536.000000 Penalty: 4787.237305
	Iteration 16Q: 3 clusters Score -1623536 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1623632.500000 Penalty: 4787.237305
	Iteration 17Q: 3 clusters Score -1623632 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1623686.625000 Penalty: 4787.237305
	Iteration 18Q: 3 clusters Score -1623687 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1623711.875000 Penalty: 4787.237305
	Iteration 19Q: 3 clusters Score -1623712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1623728.125000 Penalty: 4787.237305
	Iteration 20F: 3 clusters Score -1623728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1623748.500000 Penalty: 4787.237305
	Iteration 21Q: 3 clusters Score -1623748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1623773.375000 Penalty: 4787.237305
	Iteration 22Q: 3 clusters Score -1623773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1623784.500000 Penalty: 4787.237305
	Iteration 23Q: 3 clusters Score -1623784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1623792.250000 Penalty: 4787.237305
	Iteration 24Q: 3 clusters Score -1623792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1623803.500000 Penalty: 4787.237305
	Iteration 25Q: 3 clusters Score -1623804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1623818.375000 Penalty: 4787.237305
	Iteration 26Q: 3 clusters Score -1623818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1623826.250000 Penalty: 4787.237305
	Iteration 27Q: 3 clusters Score -1623826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1623829.250000 Penalty: 4787.237305
	Iteration 28Q: 3 clusters Score -1623829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1623833.375000 Penalty: 4787.237305
	Iteration 29Q: 3 clusters Score -1623833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1623842.875000 Penalty: 4787.237305
	Iteration 30Q: 3 clusters Score -1623843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1623846.375000 Penalty: 4787.237305
	Iteration 31Q: 3 clusters Score -1623846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1623849.000000 Penalty: 4787.237305
	Iteration 32Q: 3 clusters Score -1623849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1623848.500000 Penalty: 4787.237305
	Iteration 33Q: 3 clusters Score -1623848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1623850.375000 Penalty: 4787.237305
	Iteration 34Q: 3 clusters Score -1623850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1623851.375000 Penalty: 4787.237305
	Iteration 35Q: 3 clusters Score -1623851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1623858.000000 Penalty: 4787.237305
	Iteration 36Q: 3 clusters Score -1623858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1623857.625000 Penalty: 4787.237305
	Iteration 37Q: 3 clusters Score -1623858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1623858.875000 Penalty: 4787.237305
	Iteration 38Q: 3 clusters Score -1623859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1623861.750000 Penalty: 4787.237305
	Iteration 39Q: 3 clusters Score -1623862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1623858.375000 Penalty: 4787.237305
	Iteration 40F: 3 clusters Score -1623858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1623864.875000 Penalty: 4787.237305
	Iteration 41Q: 3 clusters Score -1623865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1623865.000000 Penalty: 4787.237305
	Iteration 42Q: 3 clusters Score -1623865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1623870.250000 Penalty: 4787.237305
	Iteration 43Q: 3 clusters Score -1623870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1623870.125000 Penalty: 4787.237305
	Iteration 44Q: 3 clusters Score -1623870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1623870.125000 Penalty: 4787.237305
	Iteration 45Q: 3 clusters Score -1623870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1623873.000000 Penalty: 4787.237305
	Iteration 46Q: 3 clusters Score -1623873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1623871.250000 Penalty: 4787.237305
	Iteration 47Q: 3 clusters Score -1623871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1623871.625000 Penalty: 4787.237305
	Iteration 48Q: 3 clusters Score -1623872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1623872.875000 Penalty: 4787.237305
	Iteration 49Q: 3 clusters Score -1623873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1623874.125000 Penalty: 4787.237305
	Iteration 50Q: 3 clusters Score -1623874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1623874.750000 Penalty: 4787.237305
	Iteration 51Q: 3 clusters Score -1623875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1623875.125000 Penalty: 4787.237305
	Iteration 52Q: 3 clusters Score -1623875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1623873.750000 Penalty: 4787.237305
	Iteration 53Q: 3 clusters Score -1623874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1623879.500000 Penalty: 4787.237305
	Iteration 54Q: 3 clusters Score -1623880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1623878.500000 Penalty: 4787.237305
	Iteration 55Q: 3 clusters Score -1623878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1623878.375000 Penalty: 4787.237305
	Iteration 56Q: 3 clusters Score -1623878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1623878.375000 Penalty: 4787.237305
	Iteration 57F: 3 clusters Score -1623878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Entering Unmasked Estep 
Score: -432061.343750 Penalty: 2073.761719
	Iteration 0F: 2 clusters Score -432061.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -428034.406250 Penalty: 4147.523438
	Iteration 0F: 3 clusters Score -428034.4 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -428935.375000 Penalty: 4147.523438
	Iteration 1F: 3 clusters Score -428935.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -429096.781250 Penalty: 4147.523438
	Iteration 2F: 3 clusters Score -429096.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -429203.125000 Penalty: 4147.523438
	Iteration 3Q: 3 clusters Score -429203.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -429275.625000 Penalty: 4147.523438
	Iteration 4Q: 3 clusters Score -429275.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -429343.093750 Penalty: 4147.523438
	Iteration 5Q: 3 clusters Score -429343.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -429404.937500 Penalty: 4147.523438
	Iteration 6Q: 3 clusters Score -429404.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -429449.093750 Penalty: 4147.523438
	Iteration 7Q: 3 clusters Score -429449.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -429486.000000 Penalty: 4147.523438
	Iteration 8Q: 3 clusters Score -429486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -429523.812500 Penalty: 4147.523438
	Iteration 9Q: 3 clusters Score -429523.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -429558.593750 Penalty: 4147.523438
	Iteration 10Q: 3 clusters Score -429558.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -429589.656250 Penalty: 4147.523438
	Iteration 11Q: 3 clusters Score -429589.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -429615.843750 Penalty: 4147.523438
	Iteration 12Q: 3 clusters Score -429615.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -429639.250000 Penalty: 4147.523438
	Iteration 13Q: 3 clusters Score -429639.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -429665.281250 Penalty: 4147.523438
	Iteration 14Q: 3 clusters Score -429665.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -429697.062500 Penalty: 4147.523438
	Iteration 15Q: 3 clusters Score -429697.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -429726.343750 Penalty: 4147.523438
	Iteration 16Q: 3 clusters Score -429726.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -429745.906250 Penalty: 4147.523438
	Iteration 17Q: 3 clusters Score -429745.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -429765.093750 Penalty: 4147.523438
	Iteration 18Q: 3 clusters Score -429765.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -429781.125000 Penalty: 4147.523438
	Iteration 19Q: 3 clusters Score -429781.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -429794.687500 Penalty: 4147.523438
	Iteration 20F: 3 clusters Score -429794.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -429814.781250 Penalty: 4147.523438
	Iteration 21Q: 3 clusters Score -429814.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -429834.375000 Penalty: 4147.523438
	Iteration 22Q: 3 clusters Score -429834.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -429847.843750 Penalty: 4147.523438
	Iteration 23Q: 3 clusters Score -429847.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -429859.937500 Penalty: 4147.523438
	Iteration 24Q: 3 clusters Score -429859.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -429876.468750 Penalty: 4147.523438
	Iteration 25Q: 3 clusters Score -429876.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -429893.000000 Penalty: 4147.523438
	Iteration 26Q: 3 clusters Score -429893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -429910.312500 Penalty: 4147.523438
	Iteration 27Q: 3 clusters Score -429910.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -429931.593750 Penalty: 4147.523438
	Iteration 28Q: 3 clusters Score -429931.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -429956.031250 Penalty: 4147.523438
	Iteration 29Q: 3 clusters Score -429956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -429989.718750 Penalty: 4147.523438
	Iteration 30Q: 3 clusters Score -429989.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -430028.031250 Penalty: 4147.523438
	Iteration 31Q: 3 clusters Score -430028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -430064.250000 Penalty: 4147.523438
	Iteration 32Q: 3 clusters Score -430064.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -430087.375000 Penalty: 4147.523438
	Iteration 33Q: 3 clusters Score -430087.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -430115.687500 Penalty: 4147.523438
	Iteration 34Q: 3 clusters Score -430115.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -430151.125000 Penalty: 4147.523438
	Iteration 35Q: 3 clusters Score -430151.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -430184.343750 Penalty: 4147.523438
	Iteration 36Q: 3 clusters Score -430184.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -430221.875000 Penalty: 4147.523438
	Iteration 37Q: 3 clusters Score -430221.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -430248.937500 Penalty: 4147.523438
	Iteration 38Q: 3 clusters Score -430248.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -430271.875000 Penalty: 4147.523438
	Iteration 39Q: 3 clusters Score -430271.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -430294.000000 Penalty: 4147.523438
	Iteration 40F: 3 clusters Score -430294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -430317.437500 Penalty: 4147.523438
	Iteration 41Q: 3 clusters Score -430317.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -430342.812500 Penalty: 4147.523438
	Iteration 42Q: 3 clusters Score -430342.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -430359.093750 Penalty: 4147.523438
	Iteration 43Q: 3 clusters Score -430359.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -430374.187500 Penalty: 4147.523438
	Iteration 44Q: 3 clusters Score -430374.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -430386.687500 Penalty: 4147.523438
	Iteration 45Q: 3 clusters Score -430386.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -430402.000000 Penalty: 4147.523438
	Iteration 46Q: 3 clusters Score -430402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -430413.062500 Penalty: 4147.523438
	Iteration 47Q: 3 clusters Score -430413.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -430428.281250 Penalty: 4147.523438
	Iteration 48Q: 3 clusters Score -430428.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -430437.468750 Penalty: 4147.523438
	Iteration 49Q: 3 clusters Score -430437.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -430444.218750 Penalty: 4147.523438
	Iteration 50Q: 3 clusters Score -430444.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -430453.093750 Penalty: 4147.523438
	Iteration 51Q: 3 clusters Score -430453.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -430460.343750 Penalty: 4147.523438
	Iteration 52Q: 3 clusters Score -430460.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -430465.875000 Penalty: 4147.523438
	Iteration 53Q: 3 clusters Score -430465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -430473.281250 Penalty: 4147.523438
	Iteration 54Q: 3 clusters Score -430473.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -430481.875000 Penalty: 4147.523438
	Iteration 55Q: 3 clusters Score -430481.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -430487.718750 Penalty: 4147.523438
	Iteration 56Q: 3 clusters Score -430487.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -430493.187500 Penalty: 4147.523438
	Iteration 57Q: 3 clusters Score -430493.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -430500.031250 Penalty: 4147.523438
	Iteration 58Q: 3 clusters Score -430500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -430508.156250 Penalty: 4147.523438
	Iteration 59Q: 3 clusters Score -430508.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -430515.125000 Penalty: 4147.523438
	Iteration 60F: 3 clusters Score -430515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -430521.218750 Penalty: 4147.523438
	Iteration 61Q: 3 clusters Score -430521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -430529.031250 Penalty: 4147.523438
	Iteration 62Q: 3 clusters Score -430529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -430529.812500 Penalty: 4147.523438
	Iteration 63Q: 3 clusters Score -430529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -430532.343750 Penalty: 4147.523438
	Iteration 64Q: 3 clusters Score -430532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -430535.968750 Penalty: 4147.523438
	Iteration 65Q: 3 clusters Score -430536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -430537.062500 Penalty: 4147.523438
	Iteration 66Q: 3 clusters Score -430537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -430541.093750 Penalty: 4147.523438
	Iteration 67Q: 3 clusters Score -430541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -430543.656250 Penalty: 4147.523438
	Iteration 68Q: 3 clusters Score -430543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -430544.218750 Penalty: 4147.523438
	Iteration 69Q: 3 clusters Score -430544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -430545.906250 Penalty: 4147.523438
	Iteration 70Q: 3 clusters Score -430545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -430545.750000 Penalty: 4147.523438
	Iteration 71Q: 3 clusters Score -430545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -430546.718750 Penalty: 4147.523438
	Iteration 72Q: 3 clusters Score -430546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -430546.343750 Penalty: 4147.523438
	Iteration 73Q: 3 clusters Score -430546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -430546.343750 Penalty: 4147.523438
	Iteration 74F: 3 clusters Score -430546.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71876.601562 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71876.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72118.320312 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72118.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72203.398438 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -72203.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72295.023438 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -72295.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72364.460938 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72364.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72432.867188 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72432.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72481.203125 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72481.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72512.421875 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72512.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72538.921875 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72538.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72554.703125 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -72554.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72571.671875 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -72571.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72575.625000 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -72575.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72577.398438 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -72577.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72577.398438 Penalty: 3303.009766
	Iteration 13F: 3 clusters Score -72577.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10615.398438 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10615.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10653.541016 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10653.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10653.541016 Penalty: 2436.676758
	Iteration 2F: 3 clusters Score -10653.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59600.058594 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59600.06 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59804.171875 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59804.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59861.464844 Penalty: 3211.049805
	Iteration 2Q: 3 clusters Score -59861.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59911.207031 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -59911.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59928.468750 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -59928.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59928.468750 Penalty: 3211.049805
	Iteration 5F: 3 clusters Score -59928.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Entering Unmasked Estep 
Score: -4714151.000000 Penalty: 2654.460449
	Iteration 0F: 2 clusters Score -4714151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -4684172.000000 Penalty: 5308.920898
	Iteration 0F: 3 clusters Score -4684172 nChanged 20467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4695530.000000 Penalty: 5308.920898
	Iteration 1F: 3 clusters Score -4695530 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4696190.500000 Penalty: 5308.920898
	Iteration 2Q: 3 clusters Score -4696190 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -4696986.500000 Penalty: 5308.920898
	Iteration 3Q: 3 clusters Score -4696986 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4698086.000000 Penalty: 5308.920898
	Iteration 4F: 3 clusters Score -4698086 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4699757.000000 Penalty: 5308.920898
	Iteration 5F: 3 clusters Score -4699757 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4702160.500000 Penalty: 5308.920898
	Iteration 6F: 3 clusters Score -4702160 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -4704851.500000 Penalty: 5308.920898
	Iteration 7F: 3 clusters Score -4704852 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -4707355.500000 Penalty: 5308.920898
	Iteration 8F: 3 clusters Score -4707356 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4709244.500000 Penalty: 5308.920898
	Iteration 9Q: 3 clusters Score -4709244 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -4710405.500000 Penalty: 5308.920898
	Iteration 10Q: 3 clusters Score -4710406 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -4711049.000000 Penalty: 5308.920898
	Iteration 11Q: 3 clusters Score -4711049 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -4711372.500000 Penalty: 5308.920898
	Iteration 12Q: 3 clusters Score -4711372 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -4711635.000000 Penalty: 5308.920898
	Iteration 13Q: 3 clusters Score -4711635 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -4711825.000000 Penalty: 5308.920898
	Iteration 14Q: 3 clusters Score -4711825 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -4711915.000000 Penalty: 5308.920898
	Iteration 15Q: 3 clusters Score -4711915 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -4711970.000000 Penalty: 5308.920898
	Iteration 16Q: 3 clusters Score -4711970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -4712003.500000 Penalty: 5308.920898
	Iteration 17Q: 3 clusters Score -4712004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -4712027.500000 Penalty: 5308.920898
	Iteration 18Q: 3 clusters Score -4712028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -4712051.000000 Penalty: 5308.920898
	Iteration 19Q: 3 clusters Score -4712051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -4712052.000000 Penalty: 5308.920898
	Iteration 20F: 3 clusters Score -4712052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -4712061.000000 Penalty: 5308.920898
	Iteration 21Q: 3 clusters Score -4712061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -4712067.000000 Penalty: 5308.920898
	Iteration 22Q: 3 clusters Score -4712067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -4712080.000000 Penalty: 5308.920898
	Iteration 23Q: 3 clusters Score -4712080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -4712081.500000 Penalty: 5308.920898
	Iteration 24Q: 3 clusters Score -4712082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -4712083.000000 Penalty: 5308.920898
	Iteration 25Q: 3 clusters Score -4712083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -4712083.500000 Penalty: 5308.920898
	Iteration 26Q: 3 clusters Score -4712084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -4712087.000000 Penalty: 5308.920898
	Iteration 27Q: 3 clusters Score -4712087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -4712089.000000 Penalty: 5308.920898
	Iteration 28Q: 3 clusters Score -4712089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -4712089.000000 Penalty: 5308.920898
	Iteration 29F: 3 clusters Score -4712089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -39079.140625 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -39079.14 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 235 members 
Entering Unmasked Estep 
Score: -37610.097656 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -37610.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37855.683594 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -37855.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37951.632812 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -37951.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38017.726562 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -38017.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38115.691406 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -38115.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38202.496094 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -38202.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38235.078125 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -38235.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38312.316406 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -38312.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38339.625000 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -38339.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -38362.429688 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -38362.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -38399.066406 Penalty: 3032.386475
	Iteration 10Q: 3 clusters Score -38399.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38411.324219 Penalty: 3032.386475
	Iteration 11Q: 3 clusters Score -38411.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38421.714844 Penalty: 3032.386475
	Iteration 12Q: 3 clusters Score -38421.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38429.996094 Penalty: 3032.386475
	Iteration 13Q: 3 clusters Score -38430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38429.996094 Penalty: 3032.386475
	Iteration 14F: 3 clusters Score -38430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -542561.750000 Penalty: 2132.906738
	Iteration 0F: 2 clusters Score -542561.8 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 2726 members 
Entering Unmasked Estep 
Score: -537808.687500 Penalty: 4265.813477
	Iteration 0F: 3 clusters Score -537808.7 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -538895.125000 Penalty: 4265.813477
	Iteration 1F: 3 clusters Score -538895.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -539170.187500 Penalty: 4265.813477
	Iteration 2F: 3 clusters Score -539170.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -539458.625000 Penalty: 4265.813477
	Iteration 3F: 3 clusters Score -539458.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -539758.437500 Penalty: 4265.813477
	Iteration 4F: 3 clusters Score -539758.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -540036.062500 Penalty: 4265.813477
	Iteration 5F: 3 clusters Score -540036.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -540239.687500 Penalty: 4265.813477
	Iteration 6F: 3 clusters Score -540239.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -540421.562500 Penalty: 4265.813477
	Iteration 7F: 3 clusters Score -540421.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -540569.562500 Penalty: 4265.813477
	Iteration 8Q: 3 clusters Score -540569.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -540703.687500 Penalty: 4265.813477
	Iteration 9Q: 3 clusters Score -540703.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -540795.562500 Penalty: 4265.813477
	Iteration 10Q: 3 clusters Score -540795.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -540865.687500 Penalty: 4265.813477
	Iteration 11Q: 3 clusters Score -540865.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -540913.687500 Penalty: 4265.813477
	Iteration 12Q: 3 clusters Score -540913.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -540969.750000 Penalty: 4265.813477
	Iteration 13Q: 3 clusters Score -540969.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -541022.062500 Penalty: 4265.813477
	Iteration 14Q: 3 clusters Score -541022.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -541060.625000 Penalty: 4265.813477
	Iteration 15Q: 3 clusters Score -541060.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -541087.000000 Penalty: 4265.813477
	Iteration 16Q: 3 clusters Score -541087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -541110.125000 Penalty: 4265.813477
	Iteration 17Q: 3 clusters Score -541110.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -541122.687500 Penalty: 4265.813477
	Iteration 18Q: 3 clusters Score -541122.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -541139.437500 Penalty: 4265.813477
	Iteration 19Q: 3 clusters Score -541139.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -541154.000000 Penalty: 4265.813477
	Iteration 20F: 3 clusters Score -541154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -541166.312500 Penalty: 4265.813477
	Iteration 21Q: 3 clusters Score -541166.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -541175.937500 Penalty: 4265.813477
	Iteration 22Q: 3 clusters Score -541175.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -541184.875000 Penalty: 4265.813477
	Iteration 23Q: 3 clusters Score -541184.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -541188.812500 Penalty: 4265.813477
	Iteration 24Q: 3 clusters Score -541188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -541193.250000 Penalty: 4265.813477
	Iteration 25Q: 3 clusters Score -541193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -541196.125000 Penalty: 4265.813477
	Iteration 26Q: 3 clusters Score -541196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -541196.312500 Penalty: 4265.813477
	Iteration 27Q: 3 clusters Score -541196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -541197.875000 Penalty: 4265.813477
	Iteration 28Q: 3 clusters Score -541197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -541198.062500 Penalty: 4265.813477
	Iteration 29Q: 3 clusters Score -541198.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -541199.125000 Penalty: 4265.813477
	Iteration 30Q: 3 clusters Score -541199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -541199.125000 Penalty: 4265.813477
	Iteration 31F: 3 clusters Score -541199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (198642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198642 members 
Entering Unmasked Estep 
Score: -20777042.000000 Penalty: 3025.416504
	Iteration 0F: 2 clusters Score -2.077704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 99265 members 
Entering Unmasked Estep 
Score: -20650562.000000 Penalty: 6050.833008
	Iteration 0F: 3 clusters Score -2.065056e+07 nChanged 95817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -20706702.000000 Penalty: 6050.833008
	Iteration 1F: 3 clusters Score -2.07067e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101230 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -20708184.000000 Penalty: 6050.833008
	Iteration 2Q: 3 clusters Score -2.070818e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -20710214.000000 Penalty: 6050.833008
	Iteration 3Q: 3 clusters Score -2.071021e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 95940 members 
Entering Unmasked Estep 
Score: -20712968.000000 Penalty: 6050.833008
	Iteration 4Q: 3 clusters Score -2.071297e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 95468 members 
Entering Unmasked Estep 
Score: -20716790.000000 Penalty: 6050.833008
	Iteration 5Q: 3 clusters Score -2.071679e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -20722170.000000 Penalty: 6050.833008
	Iteration 6Q: 3 clusters Score -2.072217e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 96326 members 
Entering Unmasked Estep 
Score: -20729276.000000 Penalty: 6050.833008
	Iteration 7F: 3 clusters Score -2.072928e+07 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -20738730.000000 Penalty: 6050.833008
	Iteration 8F: 3 clusters Score -2.073873e+07 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97611 members 
Mstep: Class 2 contains 101031 members 
Entering Unmasked Estep 
Score: -20748580.000000 Penalty: 6050.833008
	Iteration 9F: 3 clusters Score -2.074858e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 103894 members 
Entering Unmasked Estep 
Score: -20755210.000000 Penalty: 6050.833008
	Iteration 10F: 3 clusters Score -2.075521e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92294 members 
Mstep: Class 2 contains 106348 members 
Entering Unmasked Estep 
Score: -20757914.000000 Penalty: 6050.833008
	Iteration 11Q: 3 clusters Score -2.075791e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -20759478.000000 Penalty: 6050.833008
	Iteration 12Q: 3 clusters Score -2.075948e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 110987 members 
Entering Unmasked Estep 
Score: -20760904.000000 Penalty: 6050.833008
	Iteration 13Q: 3 clusters Score -2.07609e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 113354 members 
Entering Unmasked Estep 
Score: -20762478.000000 Penalty: 6050.833008
	Iteration 14Q: 3 clusters Score -2.076248e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 115652 members 
Entering Unmasked Estep 
Score: -20763792.000000 Penalty: 6050.833008
	Iteration 15Q: 3 clusters Score -2.076379e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80888 members 
Mstep: Class 2 contains 117754 members 
Entering Unmasked Estep 
Score: -20764902.000000 Penalty: 6050.833008
	Iteration 16Q: 3 clusters Score -2.07649e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -20765718.000000 Penalty: 6050.833008
	Iteration 17Q: 3 clusters Score -2.076572e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 121281 members 
Entering Unmasked Estep 
Score: -20766212.000000 Penalty: 6050.833008
	Iteration 18Q: 3 clusters Score -2.076621e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 122595 members 
Entering Unmasked Estep 
Score: -20766644.000000 Penalty: 6050.833008
	Iteration 19Q: 3 clusters Score -2.076664e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 123771 members 
Entering Unmasked Estep 
Score: -20766846.000000 Penalty: 6050.833008
	Iteration 20F: 3 clusters Score -2.076685e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73743 members 
Mstep: Class 2 contains 124899 members 
Entering Unmasked Estep 
Score: -20767064.000000 Penalty: 6050.833008
	Iteration 21Q: 3 clusters Score -2.076706e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -20767176.000000 Penalty: 6050.833008
	Iteration 22Q: 3 clusters Score -2.076718e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 126866 members 
Entering Unmasked Estep 
Score: -20767284.000000 Penalty: 6050.833008
	Iteration 23Q: 3 clusters Score -2.076728e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 127730 members 
Entering Unmasked Estep 
Score: -20767368.000000 Penalty: 6050.833008
	Iteration 24Q: 3 clusters Score -2.076737e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 128582 members 
Entering Unmasked Estep 
Score: -20767366.000000 Penalty: 6050.833008
	Iteration 25Q: 3 clusters Score -2.076737e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 129374 members 
Entering Unmasked Estep 
Score: -20767384.000000 Penalty: 6050.833008
	Iteration 26Q: 3 clusters Score -2.076738e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 130170 members 
Entering Unmasked Estep 
Score: -20767490.000000 Penalty: 6050.833008
	Iteration 27Q: 3 clusters Score -2.076749e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67645 members 
Mstep: Class 2 contains 130997 members 
Entering Unmasked Estep 
Score: -20767540.000000 Penalty: 6050.833008
	Iteration 28Q: 3 clusters Score -2.076754e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 131788 members 
Entering Unmasked Estep 
Score: -20767564.000000 Penalty: 6050.833008
	Iteration 29Q: 3 clusters Score -2.076756e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 132547 members 
Entering Unmasked Estep 
Score: -20767622.000000 Penalty: 6050.833008
	Iteration 30Q: 3 clusters Score -2.076762e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 133316 members 
Entering Unmasked Estep 
Score: -20767718.000000 Penalty: 6050.833008
	Iteration 31Q: 3 clusters Score -2.076772e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 134089 members 
Entering Unmasked Estep 
Score: -20767804.000000 Penalty: 6050.833008
	Iteration 32Q: 3 clusters Score -2.07678e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 134877 members 
Entering Unmasked Estep 
Score: -20767906.000000 Penalty: 6050.833008
	Iteration 33Q: 3 clusters Score -2.076791e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 135602 members 
Entering Unmasked Estep 
Score: -20767940.000000 Penalty: 6050.833008
	Iteration 34Q: 3 clusters Score -2.076794e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 136345 members 
Entering Unmasked Estep 
Score: -20768050.000000 Penalty: 6050.833008
	Iteration 35Q: 3 clusters Score -2.076805e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 137083 members 
Entering Unmasked Estep 
Score: -20768094.000000 Penalty: 6050.833008
	Iteration 36Q: 3 clusters Score -2.076809e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60797 members 
Mstep: Class 2 contains 137845 members 
Entering Unmasked Estep 
Score: -20768170.000000 Penalty: 6050.833008
	Iteration 37Q: 3 clusters Score -2.076817e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 138618 members 
Entering Unmasked Estep 
Score: -20768198.000000 Penalty: 6050.833008
	Iteration 38Q: 3 clusters Score -2.07682e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 139444 members 
Entering Unmasked Estep 
Score: -20768266.000000 Penalty: 6050.833008
	Iteration 39Q: 3 clusters Score -2.076827e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 140225 members 
Entering Unmasked Estep 
Score: -20768332.000000 Penalty: 6050.833008
	Iteration 40F: 3 clusters Score -2.076833e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -20768496.000000 Penalty: 6050.833008
	Iteration 41Q: 3 clusters Score -2.07685e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 141786 members 
Entering Unmasked Estep 
Score: -20768566.000000 Penalty: 6050.833008
	Iteration 42Q: 3 clusters Score -2.076857e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 142517 members 
Entering Unmasked Estep 
Score: -20768650.000000 Penalty: 6050.833008
	Iteration 43Q: 3 clusters Score -2.076865e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 143282 members 
Entering Unmasked Estep 
Score: -20768666.000000 Penalty: 6050.833008
	Iteration 44Q: 3 clusters Score -2.076867e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 144062 members 
Entering Unmasked Estep 
Score: -20768732.000000 Penalty: 6050.833008
	Iteration 45Q: 3 clusters Score -2.076873e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 144869 members 
Entering Unmasked Estep 
Score: -20768788.000000 Penalty: 6050.833008
	Iteration 46Q: 3 clusters Score -2.076879e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 145676 members 
Entering Unmasked Estep 
Score: -20768830.000000 Penalty: 6050.833008
	Iteration 47Q: 3 clusters Score -2.076883e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 146496 members 
Entering Unmasked Estep 
Score: -20768900.000000 Penalty: 6050.833008
	Iteration 48Q: 3 clusters Score -2.07689e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -20768962.000000 Penalty: 6050.833008
	Iteration 49Q: 3 clusters Score -2.076896e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 148085 members 
Entering Unmasked Estep 
Score: -20769012.000000 Penalty: 6050.833008
	Iteration 50Q: 3 clusters Score -2.076901e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 148908 members 
Entering Unmasked Estep 
Score: -20769114.000000 Penalty: 6050.833008
	Iteration 51Q: 3 clusters Score -2.076911e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 149736 members 
Entering Unmasked Estep 
Score: -20769298.000000 Penalty: 6050.833008
	Iteration 52Q: 3 clusters Score -2.07693e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 150541 members 
Entering Unmasked Estep 
Score: -20769362.000000 Penalty: 6050.833008
	Iteration 53Q: 3 clusters Score -2.076936e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 151276 members 
Entering Unmasked Estep 
Score: -20769382.000000 Penalty: 6050.833008
	Iteration 54Q: 3 clusters Score -2.076938e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 151992 members 
Entering Unmasked Estep 
Score: -20769432.000000 Penalty: 6050.833008
	Iteration 55Q: 3 clusters Score -2.076943e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 152682 members 
Entering Unmasked Estep 
Score: -20769458.000000 Penalty: 6050.833008
	Iteration 56Q: 3 clusters Score -2.076946e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 153364 members 
Entering Unmasked Estep 
Score: -20769470.000000 Penalty: 6050.833008
	Iteration 57Q: 3 clusters Score -2.076947e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 154052 members 
Entering Unmasked Estep 
Score: -20769568.000000 Penalty: 6050.833008
	Iteration 58Q: 3 clusters Score -2.076957e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 154732 members 
Entering Unmasked Estep 
Score: -20769612.000000 Penalty: 6050.833008
	Iteration 59Q: 3 clusters Score -2.076961e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 155456 members 
Entering Unmasked Estep 
Score: -20769712.000000 Penalty: 6050.833008
	Iteration 60F: 3 clusters Score -2.076971e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -20769690.000000 Penalty: 6050.833008
	Iteration 61Q: 3 clusters Score -2.076969e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 156954 members 
Entering Unmasked Estep 
Score: -20769768.000000 Penalty: 6050.833008
	Iteration 62Q: 3 clusters Score -2.076977e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 157655 members 
Entering Unmasked Estep 
Score: -20769874.000000 Penalty: 6050.833008
	Iteration 63Q: 3 clusters Score -2.076987e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 158379 members 
Entering Unmasked Estep 
Score: -20769992.000000 Penalty: 6050.833008
	Iteration 64Q: 3 clusters Score -2.076999e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -20770096.000000 Penalty: 6050.833008
	Iteration 65Q: 3 clusters Score -2.07701e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 159727 members 
Entering Unmasked Estep 
Score: -20770214.000000 Penalty: 6050.833008
	Iteration 66Q: 3 clusters Score -2.077021e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 160369 members 
Entering Unmasked Estep 
Score: -20770220.000000 Penalty: 6050.833008
	Iteration 67Q: 3 clusters Score -2.077022e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 161007 members 
Entering Unmasked Estep 
Score: -20770288.000000 Penalty: 6050.833008
	Iteration 68Q: 3 clusters Score -2.077029e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 161600 members 
Entering Unmasked Estep 
Score: -20770384.000000 Penalty: 6050.833008
	Iteration 69Q: 3 clusters Score -2.077038e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 162195 members 
Entering Unmasked Estep 
Score: -20770376.000000 Penalty: 6050.833008
	Iteration 70Q: 3 clusters Score -2.077038e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -20770312.000000 Penalty: 6050.833008
	Iteration 71Q: 3 clusters Score -2.077031e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -20770350.000000 Penalty: 6050.833008
	Iteration 72Q: 3 clusters Score -2.077035e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 163961 members 
Entering Unmasked Estep 
Score: -20770442.000000 Penalty: 6050.833008
	Iteration 73Q: 3 clusters Score -2.077044e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -20770540.000000 Penalty: 6050.833008
	Iteration 74Q: 3 clusters Score -2.077054e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -20770606.000000 Penalty: 6050.833008
	Iteration 75Q: 3 clusters Score -2.077061e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -20770682.000000 Penalty: 6050.833008
	Iteration 76Q: 3 clusters Score -2.077068e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 166179 members 
Entering Unmasked Estep 
Score: -20770736.000000 Penalty: 6050.833008
	Iteration 77Q: 3 clusters Score -2.077074e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 166718 members 
Entering Unmasked Estep 
Score: -20770814.000000 Penalty: 6050.833008
	Iteration 78Q: 3 clusters Score -2.077081e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -20770824.000000 Penalty: 6050.833008
	Iteration 79Q: 3 clusters Score -2.077082e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -20770916.000000 Penalty: 6050.833008
	Iteration 80F: 3 clusters Score -2.077092e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -20770946.000000 Penalty: 6050.833008
	Iteration 81Q: 3 clusters Score -2.077095e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -20771096.000000 Penalty: 6050.833008
	Iteration 82Q: 3 clusters Score -2.07711e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -20771218.000000 Penalty: 6050.833008
	Iteration 83Q: 3 clusters Score -2.077122e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -20771326.000000 Penalty: 6050.833008
	Iteration 84Q: 3 clusters Score -2.077133e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -20771418.000000 Penalty: 6050.833008
	Iteration 85Q: 3 clusters Score -2.077142e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 171192 members 
Entering Unmasked Estep 
Score: -20771522.000000 Penalty: 6050.833008
	Iteration 86Q: 3 clusters Score -2.077152e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 171825 members 
Entering Unmasked Estep 
Score: -20771612.000000 Penalty: 6050.833008
	Iteration 87Q: 3 clusters Score -2.077161e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 172428 members 
Entering Unmasked Estep 
Score: -20771746.000000 Penalty: 6050.833008
	Iteration 88Q: 3 clusters Score -2.077175e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 173020 members 
Entering Unmasked Estep 
Score: -20771854.000000 Penalty: 6050.833008
	Iteration 89Q: 3 clusters Score -2.077185e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 173652 members 
Entering Unmasked Estep 
Score: -20771984.000000 Penalty: 6050.833008
	Iteration 90Q: 3 clusters Score -2.077198e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 174279 members 
Entering Unmasked Estep 
Score: -20772076.000000 Penalty: 6050.833008
	Iteration 91Q: 3 clusters Score -2.077208e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -20772184.000000 Penalty: 6050.833008
	Iteration 92Q: 3 clusters Score -2.077218e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 175502 members 
Entering Unmasked Estep 
Score: -20772284.000000 Penalty: 6050.833008
	Iteration 93Q: 3 clusters Score -2.077228e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 176085 members 
Entering Unmasked Estep 
Score: -20772452.000000 Penalty: 6050.833008
	Iteration 94Q: 3 clusters Score -2.077245e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -20772550.000000 Penalty: 6050.833008
	Iteration 95Q: 3 clusters Score -2.077255e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 177242 members 
Entering Unmasked Estep 
Score: -20772674.000000 Penalty: 6050.833008
	Iteration 96Q: 3 clusters Score -2.077267e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 177792 members 
Entering Unmasked Estep 
Score: -20772794.000000 Penalty: 6050.833008
	Iteration 97Q: 3 clusters Score -2.077279e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 178340 members 
Entering Unmasked Estep 
Score: -20772874.000000 Penalty: 6050.833008
	Iteration 98Q: 3 clusters Score -2.077287e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 178930 members 
Entering Unmasked Estep 
Score: -20772946.000000 Penalty: 6050.833008
	Iteration 99Q: 3 clusters Score -2.077295e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 179498 members 
Entering Unmasked Estep 
Score: -20773072.000000 Penalty: 6050.833008
	Iteration 100F: 3 clusters Score -2.077307e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 180045 members 
Entering Unmasked Estep 
Score: -20773156.000000 Penalty: 6050.833008
	Iteration 101Q: 3 clusters Score -2.077316e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 180598 members 
Entering Unmasked Estep 
Score: -20773310.000000 Penalty: 6050.833008
	Iteration 102Q: 3 clusters Score -2.077331e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 181143 members 
Entering Unmasked Estep 
Score: -20773422.000000 Penalty: 6050.833008
	Iteration 103Q: 3 clusters Score -2.077342e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 181656 members 
Entering Unmasked Estep 
Score: -20773520.000000 Penalty: 6050.833008
	Iteration 104Q: 3 clusters Score -2.077352e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 182150 members 
Entering Unmasked Estep 
Score: -20773638.000000 Penalty: 6050.833008
	Iteration 105Q: 3 clusters Score -2.077364e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 182596 members 
Entering Unmasked Estep 
Score: -20773644.000000 Penalty: 6050.833008
	Iteration 106Q: 3 clusters Score -2.077364e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 183029 members 
Entering Unmasked Estep 
Score: -20773668.000000 Penalty: 6050.833008
	Iteration 107Q: 3 clusters Score -2.077367e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 183441 members 
Entering Unmasked Estep 
Score: -20773730.000000 Penalty: 6050.833008
	Iteration 108Q: 3 clusters Score -2.077373e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 183872 members 
Entering Unmasked Estep 
Score: -20773724.000000 Penalty: 6050.833008
	Iteration 109Q: 3 clusters Score -2.077372e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 184282 members 
Entering Unmasked Estep 
Score: -20773830.000000 Penalty: 6050.833008
	Iteration 110Q: 3 clusters Score -2.077383e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 184674 members 
Entering Unmasked Estep 
Score: -20774022.000000 Penalty: 6050.833008
	Iteration 111Q: 3 clusters Score -2.077402e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 185068 members 
Entering Unmasked Estep 
Score: -20774064.000000 Penalty: 6050.833008
	Iteration 112Q: 3 clusters Score -2.077406e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 185441 members 
Entering Unmasked Estep 
Score: -20774160.000000 Penalty: 6050.833008
	Iteration 113Q: 3 clusters Score -2.077416e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 185783 members 
Entering Unmasked Estep 
Score: -20774202.000000 Penalty: 6050.833008
	Iteration 114Q: 3 clusters Score -2.07742e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 186113 members 
Entering Unmasked Estep 
Score: -20774232.000000 Penalty: 6050.833008
	Iteration 115Q: 3 clusters Score -2.077423e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 186442 members 
Entering Unmasked Estep 
Score: -20774282.000000 Penalty: 6050.833008
	Iteration 116Q: 3 clusters Score -2.077428e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 186760 members 
Entering Unmasked Estep 
Score: -20774280.000000 Penalty: 6050.833008
	Iteration 117Q: 3 clusters Score -2.077428e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 187072 members 
Entering Unmasked Estep 
Score: -20774246.000000 Penalty: 6050.833008
	Iteration 118Q: 3 clusters Score -2.077425e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 187368 members 
Entering Unmasked Estep 
Score: -20774244.000000 Penalty: 6050.833008
	Iteration 119Q: 3 clusters Score -2.077424e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 187628 members 
Entering Unmasked Estep 
Score: -20774280.000000 Penalty: 6050.833008
	Iteration 120F: 3 clusters Score -2.077428e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 187855 members 
Entering Unmasked Estep 
Score: -20774246.000000 Penalty: 6050.833008
	Iteration 121Q: 3 clusters Score -2.077425e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 188087 members 
Entering Unmasked Estep 
Score: -20774240.000000 Penalty: 6050.833008
	Iteration 122Q: 3 clusters Score -2.077424e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 188296 members 
Entering Unmasked Estep 
Score: -20774236.000000 Penalty: 6050.833008
	Iteration 123Q: 3 clusters Score -2.077424e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 188506 members 
Entering Unmasked Estep 
Score: -20774288.000000 Penalty: 6050.833008
	Iteration 124Q: 3 clusters Score -2.077429e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -20774278.000000 Penalty: 6050.833008
	Iteration 125Q: 3 clusters Score -2.077428e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 188918 members 
Entering Unmasked Estep 
Score: -20774314.000000 Penalty: 6050.833008
	Iteration 126Q: 3 clusters Score -2.077431e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 189096 members 
Entering Unmasked Estep 
Score: -20774356.000000 Penalty: 6050.833008
	Iteration 127Q: 3 clusters Score -2.077436e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 189253 members 
Entering Unmasked Estep 
Score: -20774336.000000 Penalty: 6050.833008
	Iteration 128Q: 3 clusters Score -2.077434e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 189386 members 
Entering Unmasked Estep 
Score: -20774376.000000 Penalty: 6050.833008
	Iteration 129Q: 3 clusters Score -2.077438e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 189520 members 
Entering Unmasked Estep 
Score: -20774372.000000 Penalty: 6050.833008
	Iteration 130Q: 3 clusters Score -2.077437e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 189651 members 
Entering Unmasked Estep 
Score: -20774388.000000 Penalty: 6050.833008
	Iteration 131Q: 3 clusters Score -2.077439e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 189763 members 
Entering Unmasked Estep 
Score: -20774396.000000 Penalty: 6050.833008
	Iteration 132Q: 3 clusters Score -2.07744e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 189874 members 
Entering Unmasked Estep 
Score: -20774424.000000 Penalty: 6050.833008
	Iteration 133Q: 3 clusters Score -2.077442e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -20774442.000000 Penalty: 6050.833008
	Iteration 134Q: 3 clusters Score -2.077444e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 190113 members 
Entering Unmasked Estep 
Score: -20774534.000000 Penalty: 6050.833008
	Iteration 135Q: 3 clusters Score -2.077453e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 190220 members 
Entering Unmasked Estep 
Score: -20774568.000000 Penalty: 6050.833008
	Iteration 136Q: 3 clusters Score -2.077457e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 190318 members 
Entering Unmasked Estep 
Score: -20774580.000000 Penalty: 6050.833008
	Iteration 137Q: 3 clusters Score -2.077458e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 190409 members 
Entering Unmasked Estep 
Score: -20774598.000000 Penalty: 6050.833008
	Iteration 138Q: 3 clusters Score -2.07746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 190508 members 
Entering Unmasked Estep 
Score: -20774604.000000 Penalty: 6050.833008
	Iteration 139Q: 3 clusters Score -2.07746e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 190611 members 
Entering Unmasked Estep 
Score: -20774588.000000 Penalty: 6050.833008
	Iteration 140F: 3 clusters Score -2.077459e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 190713 members 
Entering Unmasked Estep 
Score: -20774624.000000 Penalty: 6050.833008
	Iteration 141Q: 3 clusters Score -2.077462e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 190814 members 
Entering Unmasked Estep 
Score: -20774616.000000 Penalty: 6050.833008
	Iteration 142Q: 3 clusters Score -2.077462e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 190911 members 
Entering Unmasked Estep 
Score: -20774638.000000 Penalty: 6050.833008
	Iteration 143Q: 3 clusters Score -2.077464e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 190996 members 
Entering Unmasked Estep 
Score: -20774690.000000 Penalty: 6050.833008
	Iteration 144Q: 3 clusters Score -2.077469e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 191064 members 
Entering Unmasked Estep 
Score: -20774668.000000 Penalty: 6050.833008
	Iteration 145Q: 3 clusters Score -2.077467e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 191123 members 
Entering Unmasked Estep 
Score: -20774660.000000 Penalty: 6050.833008
	Iteration 146Q: 3 clusters Score -2.077466e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 191189 members 
Entering Unmasked Estep 
Score: -20774696.000000 Penalty: 6050.833008
	Iteration 147Q: 3 clusters Score -2.07747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 191254 members 
Entering Unmasked Estep 
Score: -20774672.000000 Penalty: 6050.833008
	Iteration 148Q: 3 clusters Score -2.077467e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 191314 members 
Entering Unmasked Estep 
Score: -20774648.000000 Penalty: 6050.833008
	Iteration 149Q: 3 clusters Score -2.077465e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 191370 members 
Entering Unmasked Estep 
Score: -20774694.000000 Penalty: 6050.833008
	Iteration 150Q: 3 clusters Score -2.077469e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 191429 members 
Entering Unmasked Estep 
Score: -20774710.000000 Penalty: 6050.833008
	Iteration 151Q: 3 clusters Score -2.077471e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 191479 members 
Entering Unmasked Estep 
Score: -20774692.000000 Penalty: 6050.833008
	Iteration 152Q: 3 clusters Score -2.077469e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 191539 members 
Entering Unmasked Estep 
Score: -20774742.000000 Penalty: 6050.833008
	Iteration 153Q: 3 clusters Score -2.077474e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 191584 members 
Entering Unmasked Estep 
Score: -20774770.000000 Penalty: 6050.833008
	Iteration 154Q: 3 clusters Score -2.077477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 191627 members 
Entering Unmasked Estep 
Score: -20774736.000000 Penalty: 6050.833008
	Iteration 155Q: 3 clusters Score -2.077474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 191661 members 
Entering Unmasked Estep 
Score: -20774744.000000 Penalty: 6050.833008
	Iteration 156Q: 3 clusters Score -2.077474e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 191691 members 
Entering Unmasked Estep 
Score: -20774750.000000 Penalty: 6050.833008
	Iteration 157Q: 3 clusters Score -2.077475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 191720 members 
Entering Unmasked Estep 
Score: -20774758.000000 Penalty: 6050.833008
	Iteration 158Q: 3 clusters Score -2.077476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 191743 members 
Entering Unmasked Estep 
Score: -20774762.000000 Penalty: 6050.833008
	Iteration 159Q: 3 clusters Score -2.077476e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 191762 members 
Entering Unmasked Estep 
Score: -20774760.000000 Penalty: 6050.833008
	Iteration 160F: 3 clusters Score -2.077476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 191778 members 
Entering Unmasked Estep 
Score: -20774766.000000 Penalty: 6050.833008
	Iteration 161Q: 3 clusters Score -2.077477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 191795 members 
Entering Unmasked Estep 
Score: -20774766.000000 Penalty: 6050.833008
	Iteration 162Q: 3 clusters Score -2.077477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 191810 members 
Entering Unmasked Estep 
Score: -20774780.000000 Penalty: 6050.833008
	Iteration 163Q: 3 clusters Score -2.077478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 191828 members 
Entering Unmasked Estep 
Score: -20774780.000000 Penalty: 6050.833008
	Iteration 164Q: 3 clusters Score -2.077478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 191843 members 
Entering Unmasked Estep 
Score: -20774794.000000 Penalty: 6050.833008
	Iteration 165Q: 3 clusters Score -2.077479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 191858 members 
Entering Unmasked Estep 
Score: -20774790.000000 Penalty: 6050.833008
	Iteration 166Q: 3 clusters Score -2.077479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 191869 members 
Entering Unmasked Estep 
Score: -20774798.000000 Penalty: 6050.833008
	Iteration 167Q: 3 clusters Score -2.07748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 191887 members 
Entering Unmasked Estep 
Score: -20774810.000000 Penalty: 6050.833008
	Iteration 168Q: 3 clusters Score -2.077481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 191902 members 
Entering Unmasked Estep 
Score: -20774804.000000 Penalty: 6050.833008
	Iteration 169Q: 3 clusters Score -2.07748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 191924 members 
Entering Unmasked Estep 
Score: -20774822.000000 Penalty: 6050.833008
	Iteration 170Q: 3 clusters Score -2.077482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 191950 members 
Entering Unmasked Estep 
Score: -20774822.000000 Penalty: 6050.833008
	Iteration 171Q: 3 clusters Score -2.077482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 191968 members 
Entering Unmasked Estep 
Score: -20774806.000000 Penalty: 6050.833008
	Iteration 172Q: 3 clusters Score -2.077481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 191981 members 
Entering Unmasked Estep 
Score: -20774812.000000 Penalty: 6050.833008
	Iteration 173Q: 3 clusters Score -2.077481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 191991 members 
Entering Unmasked Estep 
Score: -20774816.000000 Penalty: 6050.833008
	Iteration 174Q: 3 clusters Score -2.077482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 191999 members 
Entering Unmasked Estep 
Score: -20774824.000000 Penalty: 6050.833008
	Iteration 175Q: 3 clusters Score -2.077482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 192007 members 
Entering Unmasked Estep 
Score: -20774814.000000 Penalty: 6050.833008
	Iteration 176Q: 3 clusters Score -2.077481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 192014 members 
Entering Unmasked Estep 
Score: -20774818.000000 Penalty: 6050.833008
	Iteration 177Q: 3 clusters Score -2.077482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 192023 members 
Entering Unmasked Estep 
Score: -20774824.000000 Penalty: 6050.833008
	Iteration 178Q: 3 clusters Score -2.077482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 192035 members 
Entering Unmasked Estep 
Score: -20774804.000000 Penalty: 6050.833008
	Iteration 179Q: 3 clusters Score -2.07748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 192041 members 
Entering Unmasked Estep 
Score: -20774830.000000 Penalty: 6050.833008
	Iteration 180F: 3 clusters Score -2.077483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 192051 members 
Entering Unmasked Estep 
Score: -20774844.000000 Penalty: 6050.833008
	Iteration 181Q: 3 clusters Score -2.077484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 192060 members 
Entering Unmasked Estep 
Score: -20774836.000000 Penalty: 6050.833008
	Iteration 182Q: 3 clusters Score -2.077484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 192065 members 
Entering Unmasked Estep 
Score: -20774852.000000 Penalty: 6050.833008
	Iteration 183Q: 3 clusters Score -2.077485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 192075 members 
Entering Unmasked Estep 
Score: -20774842.000000 Penalty: 6050.833008
	Iteration 184Q: 3 clusters Score -2.077484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 192086 members 
Entering Unmasked Estep 
Score: -20774856.000000 Penalty: 6050.833008
	Iteration 185Q: 3 clusters Score -2.077486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 192098 members 
Entering Unmasked Estep 
Score: -20774858.000000 Penalty: 6050.833008
	Iteration 186Q: 3 clusters Score -2.077486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 192107 members 
Entering Unmasked Estep 
Score: -20774862.000000 Penalty: 6050.833008
	Iteration 187Q: 3 clusters Score -2.077486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 192115 members 
Entering Unmasked Estep 
Score: -20774854.000000 Penalty: 6050.833008
	Iteration 188Q: 3 clusters Score -2.077485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 192129 members 
Entering Unmasked Estep 
Score: -20774852.000000 Penalty: 6050.833008
	Iteration 189Q: 3 clusters Score -2.077485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 192140 members 
Entering Unmasked Estep 
Score: -20774860.000000 Penalty: 6050.833008
	Iteration 190Q: 3 clusters Score -2.077486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 192149 members 
Entering Unmasked Estep 
Score: -20774870.000000 Penalty: 6050.833008
	Iteration 191Q: 3 clusters Score -2.077487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 192162 members 
Entering Unmasked Estep 
Score: -20774874.000000 Penalty: 6050.833008
	Iteration 192Q: 3 clusters Score -2.077487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 192175 members 
Entering Unmasked Estep 
Score: -20774864.000000 Penalty: 6050.833008
	Iteration 193Q: 3 clusters Score -2.077486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 192190 members 
Entering Unmasked Estep 
Score: -20774852.000000 Penalty: 6050.833008
	Iteration 194Q: 3 clusters Score -2.077485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 192205 members 
Entering Unmasked Estep 
Score: -20774860.000000 Penalty: 6050.833008
	Iteration 195Q: 3 clusters Score -2.077486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 192228 members 
Entering Unmasked Estep 
Score: -20774868.000000 Penalty: 6050.833008
	Iteration 196Q: 3 clusters Score -2.077487e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 192243 members 
Entering Unmasked Estep 
Score: -20774860.000000 Penalty: 6050.833008
	Iteration 197Q: 3 clusters Score -2.077486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 192260 members 
Entering Unmasked Estep 
Score: -20774898.000000 Penalty: 6050.833008
	Iteration 198Q: 3 clusters Score -2.07749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 192273 members 
Entering Unmasked Estep 
Score: -20774900.000000 Penalty: 6050.833008
	Iteration 199Q: 3 clusters Score -2.07749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 192290 members 
Entering Unmasked Estep 
Score: -20774900.000000 Penalty: 6050.833008
	Iteration 200F: 3 clusters Score -2.07749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 192300 members 
Entering Unmasked Estep 
Score: -20774922.000000 Penalty: 6050.833008
	Iteration 201Q: 3 clusters Score -2.077492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 192312 members 
Entering Unmasked Estep 
Score: -20774904.000000 Penalty: 6050.833008
	Iteration 202Q: 3 clusters Score -2.07749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 192325 members 
Entering Unmasked Estep 
Score: -20774916.000000 Penalty: 6050.833008
	Iteration 203Q: 3 clusters Score -2.077492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 192340 members 
Entering Unmasked Estep 
Score: -20774916.000000 Penalty: 6050.833008
	Iteration 204Q: 3 clusters Score -2.077492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 192352 members 
Entering Unmasked Estep 
Score: -20774920.000000 Penalty: 6050.833008
	Iteration 205Q: 3 clusters Score -2.077492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 192363 members 
Entering Unmasked Estep 
Score: -20774904.000000 Penalty: 6050.833008
	Iteration 206Q: 3 clusters Score -2.07749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 192374 members 
Entering Unmasked Estep 
Score: -20774894.000000 Penalty: 6050.833008
	Iteration 207Q: 3 clusters Score -2.077489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 192387 members 
Entering Unmasked Estep 
Score: -20774892.000000 Penalty: 6050.833008
	Iteration 208Q: 3 clusters Score -2.077489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 192400 members 
Entering Unmasked Estep 
Score: -20774894.000000 Penalty: 6050.833008
	Iteration 209Q: 3 clusters Score -2.077489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 192408 members 
Entering Unmasked Estep 
Score: -20774902.000000 Penalty: 6050.833008
	Iteration 210Q: 3 clusters Score -2.07749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 192418 members 
Entering Unmasked Estep 
Score: -20774894.000000 Penalty: 6050.833008
	Iteration 211Q: 3 clusters Score -2.077489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 192430 members 
Entering Unmasked Estep 
Score: -20774892.000000 Penalty: 6050.833008
	Iteration 212Q: 3 clusters Score -2.077489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 192441 members 
Entering Unmasked Estep 
Score: -20774892.000000 Penalty: 6050.833008
	Iteration 213Q: 3 clusters Score -2.077489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 192461 members 
Entering Unmasked Estep 
Score: -20774918.000000 Penalty: 6050.833008
	Iteration 214Q: 3 clusters Score -2.077492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 192488 members 
Entering Unmasked Estep 
Score: -20774900.000000 Penalty: 6050.833008
	Iteration 215Q: 3 clusters Score -2.07749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 192510 members 
Entering Unmasked Estep 
Score: -20774908.000000 Penalty: 6050.833008
	Iteration 216Q: 3 clusters Score -2.077491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 192526 members 
Entering Unmasked Estep 
Score: -20774890.000000 Penalty: 6050.833008
	Iteration 217Q: 3 clusters Score -2.077489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 192535 members 
Entering Unmasked Estep 
Score: -20774892.000000 Penalty: 6050.833008
	Iteration 218Q: 3 clusters Score -2.077489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 192544 members 
Entering Unmasked Estep 
Score: -20774884.000000 Penalty: 6050.833008
	Iteration 219Q: 3 clusters Score -2.077488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 192554 members 
Entering Unmasked Estep 
Score: -20774894.000000 Penalty: 6050.833008
	Iteration 220F: 3 clusters Score -2.077489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 192566 members 
Entering Unmasked Estep 
Score: -20774906.000000 Penalty: 6050.833008
	Iteration 221Q: 3 clusters Score -2.077491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 192578 members 
Entering Unmasked Estep 
Score: -20774900.000000 Penalty: 6050.833008
	Iteration 222Q: 3 clusters Score -2.07749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 192586 members 
Entering Unmasked Estep 
Score: -20774904.000000 Penalty: 6050.833008
	Iteration 223Q: 3 clusters Score -2.07749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 192599 members 
Entering Unmasked Estep 
Score: -20774918.000000 Penalty: 6050.833008
	Iteration 224Q: 3 clusters Score -2.077492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 192607 members 
Entering Unmasked Estep 
Score: -20774904.000000 Penalty: 6050.833008
	Iteration 225Q: 3 clusters Score -2.07749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 192616 members 
Entering Unmasked Estep 
Score: -20774900.000000 Penalty: 6050.833008
	Iteration 226Q: 3 clusters Score -2.07749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 192620 members 
Entering Unmasked Estep 
Score: -20774902.000000 Penalty: 6050.833008
	Iteration 227Q: 3 clusters Score -2.07749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 192627 members 
Entering Unmasked Estep 
Score: -20774926.000000 Penalty: 6050.833008
	Iteration 228Q: 3 clusters Score -2.077493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 192635 members 
Entering Unmasked Estep 
Score: -20774940.000000 Penalty: 6050.833008
	Iteration 229Q: 3 clusters Score -2.077494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 192642 members 
Entering Unmasked Estep 
Score: -20774946.000000 Penalty: 6050.833008
	Iteration 230Q: 3 clusters Score -2.077495e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 192649 members 
Entering Unmasked Estep 
Score: -20774942.000000 Penalty: 6050.833008
	Iteration 231Q: 3 clusters Score -2.077494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 192650 members 
Entering Unmasked Estep 
Score: -20774964.000000 Penalty: 6050.833008
	Iteration 232Q: 3 clusters Score -2.077496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 192653 members 
Entering Unmasked Estep 
Score: -20774954.000000 Penalty: 6050.833008
	Iteration 233Q: 3 clusters Score -2.077495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 192656 members 
Entering Unmasked Estep 
Score: -20774948.000000 Penalty: 6050.833008
	Iteration 234Q: 3 clusters Score -2.077495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 192662 members 
Entering Unmasked Estep 
Score: -20774926.000000 Penalty: 6050.833008
	Iteration 235Q: 3 clusters Score -2.077493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 192667 members 
Entering Unmasked Estep 
Score: -20774938.000000 Penalty: 6050.833008
	Iteration 236Q: 3 clusters Score -2.077494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 192670 members 
Entering Unmasked Estep 
Score: -20774940.000000 Penalty: 6050.833008
	Iteration 237Q: 3 clusters Score -2.077494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 192675 members 
Entering Unmasked Estep 
Score: -20774936.000000 Penalty: 6050.833008
	Iteration 238Q: 3 clusters Score -2.077494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 192679 members 
Entering Unmasked Estep 
Score: -20774938.000000 Penalty: 6050.833008
	Iteration 239Q: 3 clusters Score -2.077494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 192680 members 
Entering Unmasked Estep 
Score: -20774934.000000 Penalty: 6050.833008
	Iteration 240F: 3 clusters Score -2.077493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Entering Unmasked Estep 
Score: -3293146.000000 Penalty: 2567.599854
	Iteration 0F: 2 clusters Score -3293146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3271675.000000 Penalty: 5135.199707
	Iteration 0F: 3 clusters Score -3271675 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3279404.500000 Penalty: 5135.199707
	Iteration 1F: 3 clusters Score -3279404 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3279862.750000 Penalty: 5135.199707
	Iteration 2Q: 3 clusters Score -3279863 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3280377.500000 Penalty: 5135.199707
	Iteration 3Q: 3 clusters Score -3280378 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3281080.750000 Penalty: 5135.199707
	Iteration 4Q: 3 clusters Score -3281081 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3282072.000000 Penalty: 5135.199707
	Iteration 5F: 3 clusters Score -3282072 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3283371.250000 Penalty: 5135.199707
	Iteration 6F: 3 clusters Score -3283371 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -3284939.500000 Penalty: 5135.199707
	Iteration 7F: 3 clusters Score -3284940 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3286556.750000 Penalty: 5135.199707
	Iteration 8F: 3 clusters Score -3286557 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3287832.750000 Penalty: 5135.199707
	Iteration 9F: 3 clusters Score -3287833 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3288809.000000 Penalty: 5135.199707
	Iteration 10Q: 3 clusters Score -3288809 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -3289496.000000 Penalty: 5135.199707
	Iteration 11Q: 3 clusters Score -3289496 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3290059.250000 Penalty: 5135.199707
	Iteration 12Q: 3 clusters Score -3290059 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3290572.000000 Penalty: 5135.199707
	Iteration 13Q: 3 clusters Score -3290572 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3290942.750000 Penalty: 5135.199707
	Iteration 14Q: 3 clusters Score -3290943 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3291130.750000 Penalty: 5135.199707
	Iteration 15Q: 3 clusters Score -3291131 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3291237.000000 Penalty: 5135.199707
	Iteration 16Q: 3 clusters Score -3291237 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3291287.000000 Penalty: 5135.199707
	Iteration 17Q: 3 clusters Score -3291287 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3291325.250000 Penalty: 5135.199707
	Iteration 18Q: 3 clusters Score -3291325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3291344.500000 Penalty: 5135.199707
	Iteration 19Q: 3 clusters Score -3291344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3291351.000000 Penalty: 5135.199707
	Iteration 20F: 3 clusters Score -3291351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3291367.750000 Penalty: 5135.199707
	Iteration 21Q: 3 clusters Score -3291368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3291364.000000 Penalty: 5135.199707
	Iteration 22Q: 3 clusters Score -3291364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3291368.500000 Penalty: 5135.199707
	Iteration 23Q: 3 clusters Score -3291368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3291371.000000 Penalty: 5135.199707
	Iteration 24Q: 3 clusters Score -3291371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -3291380.000000 Penalty: 5135.199707
	Iteration 25Q: 3 clusters Score -3291380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3291378.250000 Penalty: 5135.199707
	Iteration 26Q: 3 clusters Score -3291378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3291375.500000 Penalty: 5135.199707
	Iteration 27Q: 3 clusters Score -3291376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3291377.000000 Penalty: 5135.199707
	Iteration 28Q: 3 clusters Score -3291377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3291378.000000 Penalty: 5135.199707
	Iteration 29Q: 3 clusters Score -3291378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3291378.000000 Penalty: 5135.199707
	Iteration 30Q: 3 clusters Score -3291378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3291386.000000 Penalty: 5135.199707
	Iteration 31Q: 3 clusters Score -3291386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3291388.000000 Penalty: 5135.199707
	Iteration 32Q: 3 clusters Score -3291388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3291386.500000 Penalty: 5135.199707
	Iteration 33Q: 3 clusters Score -3291386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3291385.250000 Penalty: 5135.199707
	Iteration 34Q: 3 clusters Score -3291385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3291382.750000 Penalty: 5135.199707
	Iteration 35Q: 3 clusters Score -3291383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3291383.750000 Penalty: 5135.199707
	Iteration 36Q: 3 clusters Score -3291384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3291387.500000 Penalty: 5135.199707
	Iteration 37Q: 3 clusters Score -3291388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3291388.750000 Penalty: 5135.199707
	Iteration 38Q: 3 clusters Score -3291389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3291388.750000 Penalty: 5135.199707
	Iteration 39F: 3 clusters Score -3291389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Entering Unmasked Estep 
Score: -5058354.000000 Penalty: 2680.987793
	Iteration 0F: 2 clusters Score -5058354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -5025068.000000 Penalty: 5361.975586
	Iteration 0F: 3 clusters Score -5025068 nChanged 22805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5037458.000000 Penalty: 5361.975586
	Iteration 1F: 3 clusters Score -5037458 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -5037960.000000 Penalty: 5361.975586
	Iteration 2Q: 3 clusters Score -5037960 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -5038345.000000 Penalty: 5361.975586
	Iteration 3Q: 3 clusters Score -5038345 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -5038733.500000 Penalty: 5361.975586
	Iteration 4Q: 3 clusters Score -5038734 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -5039191.000000 Penalty: 5361.975586
	Iteration 5Q: 3 clusters Score -5039191 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5039704.000000 Penalty: 5361.975586
	Iteration 6Q: 3 clusters Score -5039704 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -5040417.000000 Penalty: 5361.975586
	Iteration 7Q: 3 clusters Score -5040417 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -5041443.000000 Penalty: 5361.975586
	Iteration 8Q: 3 clusters Score -5041443 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -5042983.000000 Penalty: 5361.975586
	Iteration 9F: 3 clusters Score -5042983 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5045115.500000 Penalty: 5361.975586
	Iteration 10F: 3 clusters Score -5045116 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5047789.000000 Penalty: 5361.975586
	Iteration 11F: 3 clusters Score -5047789 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -5050526.000000 Penalty: 5361.975586
	Iteration 12F: 3 clusters Score -5050526 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -5052711.500000 Penalty: 5361.975586
	Iteration 13F: 3 clusters Score -5052712 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -5054107.500000 Penalty: 5361.975586
	Iteration 14Q: 3 clusters Score -5054108 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -5054970.500000 Penalty: 5361.975586
	Iteration 15Q: 3 clusters Score -5054970 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -5055420.000000 Penalty: 5361.975586
	Iteration 16Q: 3 clusters Score -5055420 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -5055661.000000 Penalty: 5361.975586
	Iteration 17Q: 3 clusters Score -5055661 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -5055796.500000 Penalty: 5361.975586
	Iteration 18Q: 3 clusters Score -5055796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -5055878.500000 Penalty: 5361.975586
	Iteration 19Q: 3 clusters Score -5055878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -5055913.000000 Penalty: 5361.975586
	Iteration 20F: 3 clusters Score -5055913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -5055952.500000 Penalty: 5361.975586
	Iteration 21Q: 3 clusters Score -5055952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -5055971.000000 Penalty: 5361.975586
	Iteration 22Q: 3 clusters Score -5055971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -5055978.000000 Penalty: 5361.975586
	Iteration 23Q: 3 clusters Score -5055978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -5055978.000000 Penalty: 5361.975586
	Iteration 24F: 3 clusters Score -5055978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Entering Unmasked Estep 
Score: -1652767.250000 Penalty: 2392.435303
	Iteration 0F: 2 clusters Score -1652767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1641590.000000 Penalty: 4784.870605
	Iteration 0F: 3 clusters Score -1641590 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1645045.500000 Penalty: 4784.870605
	Iteration 1F: 3 clusters Score -1645046 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1645355.125000 Penalty: 4784.870605
	Iteration 2F: 3 clusters Score -1645355 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1645572.625000 Penalty: 4784.870605
	Iteration 3Q: 3 clusters Score -1645573 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1645741.500000 Penalty: 4784.870605
	Iteration 4Q: 3 clusters Score -1645742 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1645900.000000 Penalty: 4784.870605
	Iteration 5Q: 3 clusters Score -1645900 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1646045.375000 Penalty: 4784.870605
	Iteration 6Q: 3 clusters Score -1646045 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1646204.875000 Penalty: 4784.870605
	Iteration 7Q: 3 clusters Score -1646205 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1646372.500000 Penalty: 4784.870605
	Iteration 8Q: 3 clusters Score -1646372 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1646534.875000 Penalty: 4784.870605
	Iteration 9Q: 3 clusters Score -1646535 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1646729.000000 Penalty: 4784.870605
	Iteration 10Q: 3 clusters Score -1646729 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1646947.125000 Penalty: 4784.870605
	Iteration 11Q: 3 clusters Score -1646947 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1647234.375000 Penalty: 4784.870605
	Iteration 12Q: 3 clusters Score -1647234 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1647624.875000 Penalty: 4784.870605
	Iteration 13Q: 3 clusters Score -1647625 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1648098.625000 Penalty: 4784.870605
	Iteration 14Q: 3 clusters Score -1648099 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1648602.750000 Penalty: 4784.870605
	Iteration 15Q: 3 clusters Score -1648603 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1649084.000000 Penalty: 4784.870605
	Iteration 16Q: 3 clusters Score -1649084 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1649411.500000 Penalty: 4784.870605
	Iteration 17Q: 3 clusters Score -1649412 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1649609.000000 Penalty: 4784.870605
	Iteration 18Q: 3 clusters Score -1649609 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1649754.125000 Penalty: 4784.870605
	Iteration 19Q: 3 clusters Score -1649754 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1649854.125000 Penalty: 4784.870605
	Iteration 20F: 3 clusters Score -1649854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1649935.625000 Penalty: 4784.870605
	Iteration 21Q: 3 clusters Score -1649936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1649993.750000 Penalty: 4784.870605
	Iteration 22Q: 3 clusters Score -1649994 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1650033.250000 Penalty: 4784.870605
	Iteration 23Q: 3 clusters Score -1650033 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1650066.875000 Penalty: 4784.870605
	Iteration 24Q: 3 clusters Score -1650067 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1650096.750000 Penalty: 4784.870605
	Iteration 25Q: 3 clusters Score -1650097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1650110.625000 Penalty: 4784.870605
	Iteration 26Q: 3 clusters Score -1650111 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1650127.625000 Penalty: 4784.870605
	Iteration 27Q: 3 clusters Score -1650128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1650145.750000 Penalty: 4784.870605
	Iteration 28Q: 3 clusters Score -1650146 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1650159.500000 Penalty: 4784.870605
	Iteration 29Q: 3 clusters Score -1650160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1650182.375000 Penalty: 4784.870605
	Iteration 30Q: 3 clusters Score -1650182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1650197.000000 Penalty: 4784.870605
	Iteration 31Q: 3 clusters Score -1650197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1650223.625000 Penalty: 4784.870605
	Iteration 32Q: 3 clusters Score -1650224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1650248.500000 Penalty: 4784.870605
	Iteration 33Q: 3 clusters Score -1650248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1650269.375000 Penalty: 4784.870605
	Iteration 34Q: 3 clusters Score -1650269 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1650287.250000 Penalty: 4784.870605
	Iteration 35Q: 3 clusters Score -1650287 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1650304.750000 Penalty: 4784.870605
	Iteration 36Q: 3 clusters Score -1650305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1650323.750000 Penalty: 4784.870605
	Iteration 37Q: 3 clusters Score -1650324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1650342.125000 Penalty: 4784.870605
	Iteration 38Q: 3 clusters Score -1650342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1650347.250000 Penalty: 4784.870605
	Iteration 39Q: 3 clusters Score -1650347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1650361.250000 Penalty: 4784.870605
	Iteration 40F: 3 clusters Score -1650361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1650368.500000 Penalty: 4784.870605
	Iteration 41Q: 3 clusters Score -1650368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1650380.750000 Penalty: 4784.870605
	Iteration 42Q: 3 clusters Score -1650381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1650386.375000 Penalty: 4784.870605
	Iteration 43Q: 3 clusters Score -1650386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1650402.750000 Penalty: 4784.870605
	Iteration 44Q: 3 clusters Score -1650403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1650412.750000 Penalty: 4784.870605
	Iteration 45Q: 3 clusters Score -1650413 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1650425.750000 Penalty: 4784.870605
	Iteration 46Q: 3 clusters Score -1650426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1650436.375000 Penalty: 4784.870605
	Iteration 47Q: 3 clusters Score -1650436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1650446.875000 Penalty: 4784.870605
	Iteration 48Q: 3 clusters Score -1650447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1650453.375000 Penalty: 4784.870605
	Iteration 49Q: 3 clusters Score -1650453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1650460.500000 Penalty: 4784.870605
	Iteration 50Q: 3 clusters Score -1650460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1650475.750000 Penalty: 4784.870605
	Iteration 51Q: 3 clusters Score -1650476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1650483.750000 Penalty: 4784.870605
	Iteration 52Q: 3 clusters Score -1650484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1650497.625000 Penalty: 4784.870605
	Iteration 53Q: 3 clusters Score -1650498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1650504.125000 Penalty: 4784.870605
	Iteration 54Q: 3 clusters Score -1650504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1650512.375000 Penalty: 4784.870605
	Iteration 55Q: 3 clusters Score -1650512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1650522.625000 Penalty: 4784.870605
	Iteration 56Q: 3 clusters Score -1650523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1650534.625000 Penalty: 4784.870605
	Iteration 57Q: 3 clusters Score -1650535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1650543.625000 Penalty: 4784.870605
	Iteration 58Q: 3 clusters Score -1650544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1650549.000000 Penalty: 4784.870605
	Iteration 59Q: 3 clusters Score -1650549 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1650563.625000 Penalty: 4784.870605
	Iteration 60F: 3 clusters Score -1650564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1650574.000000 Penalty: 4784.870605
	Iteration 61Q: 3 clusters Score -1650574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1650580.125000 Penalty: 4784.870605
	Iteration 62Q: 3 clusters Score -1650580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1650590.500000 Penalty: 4784.870605
	Iteration 63Q: 3 clusters Score -1650590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1650597.875000 Penalty: 4784.870605
	Iteration 64Q: 3 clusters Score -1650598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1650601.375000 Penalty: 4784.870605
	Iteration 65Q: 3 clusters Score -1650601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1650607.750000 Penalty: 4784.870605
	Iteration 66Q: 3 clusters Score -1650608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1650612.000000 Penalty: 4784.870605
	Iteration 67Q: 3 clusters Score -1650612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1650625.250000 Penalty: 4784.870605
	Iteration 68Q: 3 clusters Score -1650625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1650646.250000 Penalty: 4784.870605
	Iteration 69Q: 3 clusters Score -1650646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1650654.625000 Penalty: 4784.870605
	Iteration 70Q: 3 clusters Score -1650655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1650661.375000 Penalty: 4784.870605
	Iteration 71Q: 3 clusters Score -1650661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1650681.250000 Penalty: 4784.870605
	Iteration 72Q: 3 clusters Score -1650681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1650690.500000 Penalty: 4784.870605
	Iteration 73Q: 3 clusters Score -1650690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1650701.250000 Penalty: 4784.870605
	Iteration 74Q: 3 clusters Score -1650701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1650708.500000 Penalty: 4784.870605
	Iteration 75Q: 3 clusters Score -1650708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1650719.000000 Penalty: 4784.870605
	Iteration 76Q: 3 clusters Score -1650719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1650728.250000 Penalty: 4784.870605
	Iteration 77Q: 3 clusters Score -1650728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1650737.875000 Penalty: 4784.870605
	Iteration 78Q: 3 clusters Score -1650738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1650746.125000 Penalty: 4784.870605
	Iteration 79Q: 3 clusters Score -1650746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1650761.750000 Penalty: 4784.870605
	Iteration 80F: 3 clusters Score -1650762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1650764.375000 Penalty: 4784.870605
	Iteration 81Q: 3 clusters Score -1650764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1650770.250000 Penalty: 4784.870605
	Iteration 82Q: 3 clusters Score -1650770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1650770.250000 Penalty: 4784.870605
	Iteration 83Q: 3 clusters Score -1650770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1650772.250000 Penalty: 4784.870605
	Iteration 84Q: 3 clusters Score -1650772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1650775.750000 Penalty: 4784.870605
	Iteration 85Q: 3 clusters Score -1650776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1650780.875000 Penalty: 4784.870605
	Iteration 86Q: 3 clusters Score -1650781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1650792.625000 Penalty: 4784.870605
	Iteration 87Q: 3 clusters Score -1650793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1650792.375000 Penalty: 4784.870605
	Iteration 88Q: 3 clusters Score -1650792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1650802.000000 Penalty: 4784.870605
	Iteration 89Q: 3 clusters Score -1650802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1650807.625000 Penalty: 4784.870605
	Iteration 90Q: 3 clusters Score -1650808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1650811.250000 Penalty: 4784.870605
	Iteration 91Q: 3 clusters Score -1650811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1650814.875000 Penalty: 4784.870605
	Iteration 92Q: 3 clusters Score -1650815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1650819.125000 Penalty: 4784.870605
	Iteration 93Q: 3 clusters Score -1650819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1650823.875000 Penalty: 4784.870605
	Iteration 94Q: 3 clusters Score -1650824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1650828.875000 Penalty: 4784.870605
	Iteration 95Q: 3 clusters Score -1650829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1650828.500000 Penalty: 4784.870605
	Iteration 96Q: 3 clusters Score -1650828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1650834.625000 Penalty: 4784.870605
	Iteration 97Q: 3 clusters Score -1650835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1650841.625000 Penalty: 4784.870605
	Iteration 98Q: 3 clusters Score -1650842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1650842.875000 Penalty: 4784.870605
	Iteration 99Q: 3 clusters Score -1650843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1650847.125000 Penalty: 4784.870605
	Iteration 100F: 3 clusters Score -1650847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1650852.000000 Penalty: 4784.870605
	Iteration 101Q: 3 clusters Score -1650852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1650851.250000 Penalty: 4784.870605
	Iteration 102Q: 3 clusters Score -1650851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1650854.625000 Penalty: 4784.870605
	Iteration 103Q: 3 clusters Score -1650855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1650853.125000 Penalty: 4784.870605
	Iteration 104Q: 3 clusters Score -1650853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1650854.625000 Penalty: 4784.870605
	Iteration 105Q: 3 clusters Score -1650855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1650854.125000 Penalty: 4784.870605
	Iteration 106Q: 3 clusters Score -1650854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1650858.000000 Penalty: 4784.870605
	Iteration 107Q: 3 clusters Score -1650858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1650859.750000 Penalty: 4784.870605
	Iteration 108Q: 3 clusters Score -1650860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1650864.125000 Penalty: 4784.870605
	Iteration 109Q: 3 clusters Score -1650864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1650868.750000 Penalty: 4784.870605
	Iteration 110Q: 3 clusters Score -1650869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1650870.875000 Penalty: 4784.870605
	Iteration 111Q: 3 clusters Score -1650871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1650874.000000 Penalty: 4784.870605
	Iteration 112Q: 3 clusters Score -1650874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1650873.625000 Penalty: 4784.870605
	Iteration 113Q: 3 clusters Score -1650874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1650873.500000 Penalty: 4784.870605
	Iteration 114Q: 3 clusters Score -1650874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1650873.500000 Penalty: 4784.870605
	Iteration 115F: 3 clusters Score -1650874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (70806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Entering Unmasked Estep 
Score: -7459085.000000 Penalty: 2769.589355
	Iteration 0F: 2 clusters Score -7459085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -7411603.000000 Penalty: 5539.178711
	Iteration 0F: 3 clusters Score -7411603 nChanged 33015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -7430258.500000 Penalty: 5539.178711
	Iteration 1F: 3 clusters Score -7430258 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -7430993.000000 Penalty: 5539.178711
	Iteration 2Q: 3 clusters Score -7430993 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -7431870.000000 Penalty: 5539.178711
	Iteration 3Q: 3 clusters Score -7431870 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -7433070.500000 Penalty: 5539.178711
	Iteration 4Q: 3 clusters Score -7433070 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -7434761.500000 Penalty: 5539.178711
	Iteration 5Q: 3 clusters Score -7434762 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -7437064.500000 Penalty: 5539.178711
	Iteration 6F: 3 clusters Score -7437064 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -7440183.000000 Penalty: 5539.178711
	Iteration 7F: 3 clusters Score -7440183 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -7443595.500000 Penalty: 5539.178711
	Iteration 8F: 3 clusters Score -7443596 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -7446489.000000 Penalty: 5539.178711
	Iteration 9F: 3 clusters Score -7446489 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -7448292.500000 Penalty: 5539.178711
	Iteration 10Q: 3 clusters Score -7448292 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -7449198.000000 Penalty: 5539.178711
	Iteration 11Q: 3 clusters Score -7449198 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -7449637.000000 Penalty: 5539.178711
	Iteration 12Q: 3 clusters Score -7449637 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -7450013.500000 Penalty: 5539.178711
	Iteration 13Q: 3 clusters Score -7450014 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -7450366.500000 Penalty: 5539.178711
	Iteration 14Q: 3 clusters Score -7450366 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53309 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -7450717.500000 Penalty: 5539.178711
	Iteration 15Q: 3 clusters Score -7450718 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -7451080.000000 Penalty: 5539.178711
	Iteration 16Q: 3 clusters Score -7451080 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -7451529.500000 Penalty: 5539.178711
	Iteration 17Q: 3 clusters Score -7451530 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -7452032.000000 Penalty: 5539.178711
	Iteration 18Q: 3 clusters Score -7452032 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -7452504.000000 Penalty: 5539.178711
	Iteration 19Q: 3 clusters Score -7452504 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -7452929.000000 Penalty: 5539.178711
	Iteration 20F: 3 clusters Score -7452929 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -7453373.000000 Penalty: 5539.178711
	Iteration 21Q: 3 clusters Score -7453373 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -7453821.500000 Penalty: 5539.178711
	Iteration 22Q: 3 clusters Score -7453822 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -7454251.500000 Penalty: 5539.178711
	Iteration 23Q: 3 clusters Score -7454252 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -7454609.000000 Penalty: 5539.178711
	Iteration 24Q: 3 clusters Score -7454609 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -7454917.500000 Penalty: 5539.178711
	Iteration 25Q: 3 clusters Score -7454918 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -7455175.000000 Penalty: 5539.178711
	Iteration 26Q: 3 clusters Score -7455175 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -7455402.500000 Penalty: 5539.178711
	Iteration 27Q: 3 clusters Score -7455402 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65016 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7455605.000000 Penalty: 5539.178711
	Iteration 28Q: 3 clusters Score -7455605 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -7455773.500000 Penalty: 5539.178711
	Iteration 29Q: 3 clusters Score -7455774 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -7455943.500000 Penalty: 5539.178711
	Iteration 30Q: 3 clusters Score -7455944 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66356 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7456132.000000 Penalty: 5539.178711
	Iteration 31Q: 3 clusters Score -7456132 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7456259.000000 Penalty: 5539.178711
	Iteration 32Q: 3 clusters Score -7456259 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67060 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -7456378.000000 Penalty: 5539.178711
	Iteration 33Q: 3 clusters Score -7456378 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67335 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7456457.000000 Penalty: 5539.178711
	Iteration 34Q: 3 clusters Score -7456457 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67559 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7456532.000000 Penalty: 5539.178711
	Iteration 35Q: 3 clusters Score -7456532 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7456601.000000 Penalty: 5539.178711
	Iteration 36Q: 3 clusters Score -7456601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7456659.500000 Penalty: 5539.178711
	Iteration 37Q: 3 clusters Score -7456660 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7456717.500000 Penalty: 5539.178711
	Iteration 38Q: 3 clusters Score -7456718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7456752.500000 Penalty: 5539.178711
	Iteration 39Q: 3 clusters Score -7456752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7456785.000000 Penalty: 5539.178711
	Iteration 40F: 3 clusters Score -7456785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7456798.500000 Penalty: 5539.178711
	Iteration 41Q: 3 clusters Score -7456798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7456810.500000 Penalty: 5539.178711
	Iteration 42Q: 3 clusters Score -7456810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7456821.000000 Penalty: 5539.178711
	Iteration 43Q: 3 clusters Score -7456821 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7456834.500000 Penalty: 5539.178711
	Iteration 44Q: 3 clusters Score -7456834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7456840.000000 Penalty: 5539.178711
	Iteration 45Q: 3 clusters Score -7456840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7456849.000000 Penalty: 5539.178711
	Iteration 46Q: 3 clusters Score -7456849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7456864.500000 Penalty: 5539.178711
	Iteration 47Q: 3 clusters Score -7456864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7456854.500000 Penalty: 5539.178711
	Iteration 48Q: 3 clusters Score -7456854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7456857.500000 Penalty: 5539.178711
	Iteration 49Q: 3 clusters Score -7456858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7456877.500000 Penalty: 5539.178711
	Iteration 50Q: 3 clusters Score -7456878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7456891.000000 Penalty: 5539.178711
	Iteration 51Q: 3 clusters Score -7456891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7456894.000000 Penalty: 5539.178711
	Iteration 52Q: 3 clusters Score -7456894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7456900.000000 Penalty: 5539.178711
	Iteration 53Q: 3 clusters Score -7456900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7456906.500000 Penalty: 5539.178711
	Iteration 54Q: 3 clusters Score -7456906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7456910.500000 Penalty: 5539.178711
	Iteration 55Q: 3 clusters Score -7456910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7456921.500000 Penalty: 5539.178711
	Iteration 56Q: 3 clusters Score -7456922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68942 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -7456921.000000 Penalty: 5539.178711
	Iteration 57Q: 3 clusters Score -7456921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7456919.500000 Penalty: 5539.178711
	Iteration 58Q: 3 clusters Score -7456920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7456923.500000 Penalty: 5539.178711
	Iteration 59Q: 3 clusters Score -7456924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68981 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7456920.000000 Penalty: 5539.178711
	Iteration 60F: 3 clusters Score -7456920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7456917.000000 Penalty: 5539.178711
	Iteration 61Q: 3 clusters Score -7456917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7456927.500000 Penalty: 5539.178711
	Iteration 62Q: 3 clusters Score -7456928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69030 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7456933.000000 Penalty: 5539.178711
	Iteration 63Q: 3 clusters Score -7456933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69048 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7456949.500000 Penalty: 5539.178711
	Iteration 64Q: 3 clusters Score -7456950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69059 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7456946.000000 Penalty: 5539.178711
	Iteration 65Q: 3 clusters Score -7456946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7456949.500000 Penalty: 5539.178711
	Iteration 66Q: 3 clusters Score -7456950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7456963.000000 Penalty: 5539.178711
	Iteration 67Q: 3 clusters Score -7456963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7456962.000000 Penalty: 5539.178711
	Iteration 68Q: 3 clusters Score -7456962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7456965.000000 Penalty: 5539.178711
	Iteration 69Q: 3 clusters Score -7456965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7456968.000000 Penalty: 5539.178711
	Iteration 70Q: 3 clusters Score -7456968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7456969.500000 Penalty: 5539.178711
	Iteration 71Q: 3 clusters Score -7456970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7456968.500000 Penalty: 5539.178711
	Iteration 72Q: 3 clusters Score -7456968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7456972.000000 Penalty: 5539.178711
	Iteration 73Q: 3 clusters Score -7456972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7456973.500000 Penalty: 5539.178711
	Iteration 74Q: 3 clusters Score -7456974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7456974.000000 Penalty: 5539.178711
	Iteration 75Q: 3 clusters Score -7456974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7456974.000000 Penalty: 5539.178711
	Iteration 76F: 3 clusters Score -7456974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218505 members 
Mstep: Class 4 contains 15548 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44510 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5434 members 
Mstep: Class 12 contains 198642 members 
Mstep: Class 15 contains 31358 members 
Mstep: Class 16 contains 49535 members 
Mstep: Class 18 contains 15474 members 
Mstep: Class 19 contains 70806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054568.000000 Penalty: 53300.515625
Iteration 399Q: 17 clusters Score -7.005457e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218512 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 4279 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44519 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5433 members 
Mstep: Class 12 contains 198667 members 
Mstep: Class 15 contains 31360 members 
Mstep: Class 16 contains 49538 members 
Mstep: Class 18 contains 15475 members 
Mstep: Class 19 contains 70765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054496.000000 Penalty: 53300.515625
Iteration 400F: 17 clusters Score -7.00545e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218516 members 
Mstep: Class 4 contains 15540 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44528 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 198696 members 
Mstep: Class 15 contains 31365 members 
Mstep: Class 16 contains 49539 members 
Mstep: Class 18 contains 15476 members 
Mstep: Class 19 contains 70722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 401Q: 17 clusters Score -7.005458e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218518 members 
Mstep: Class 4 contains 15542 members 
Mstep: Class 5 contains 4275 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44532 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 198723 members 
Mstep: Class 15 contains 31370 members 
Mstep: Class 16 contains 49539 members 
Mstep: Class 18 contains 15476 members 
Mstep: Class 19 contains 70681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 402Q: 17 clusters Score -7.005455e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218519 members 
Mstep: Class 4 contains 15542 members 
Mstep: Class 5 contains 4277 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44543 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 198755 members 
Mstep: Class 15 contains 31375 members 
Mstep: Class 16 contains 49540 members 
Mstep: Class 18 contains 15476 members 
Mstep: Class 19 contains 70627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054544.000000 Penalty: 53300.515625
Iteration 403Q: 17 clusters Score -7.005454e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218524 members 
Mstep: Class 4 contains 15543 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44551 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 198792 members 
Mstep: Class 15 contains 31380 members 
Mstep: Class 16 contains 49539 members 
Mstep: Class 18 contains 15478 members 
Mstep: Class 19 contains 70569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 404Q: 17 clusters Score -7.005458e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218509 members 
Mstep: Class 4 contains 15540 members 
Mstep: Class 5 contains 4274 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44561 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 198839 members 
Mstep: Class 15 contains 31390 members 
Mstep: Class 16 contains 49545 members 
Mstep: Class 18 contains 15484 members 
Mstep: Class 19 contains 70510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 405Q: 17 clusters Score -7.005455e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218503 members 
Mstep: Class 4 contains 15537 members 
Mstep: Class 5 contains 4274 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44574 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 198882 members 
Mstep: Class 15 contains 31398 members 
Mstep: Class 16 contains 49554 members 
Mstep: Class 18 contains 15487 members 
Mstep: Class 19 contains 70444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 406Q: 17 clusters Score -7.00546e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218505 members 
Mstep: Class 4 contains 15536 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44581 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5431 members 
Mstep: Class 12 contains 198927 members 
Mstep: Class 15 contains 31409 members 
Mstep: Class 16 contains 49558 members 
Mstep: Class 18 contains 15488 members 
Mstep: Class 19 contains 70375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 407Q: 17 clusters Score -7.00546e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218511 members 
Mstep: Class 4 contains 15534 members 
Mstep: Class 5 contains 4278 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44590 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5429 members 
Mstep: Class 12 contains 198964 members 
Mstep: Class 15 contains 31412 members 
Mstep: Class 16 contains 49563 members 
Mstep: Class 18 contains 15490 members 
Mstep: Class 19 contains 70315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054696.000000 Penalty: 53300.515625
Iteration 408Q: 17 clusters Score -7.00547e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218500 members 
Mstep: Class 4 contains 15536 members 
Mstep: Class 5 contains 4275 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44600 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 199018 members 
Mstep: Class 15 contains 31419 members 
Mstep: Class 16 contains 49567 members 
Mstep: Class 18 contains 15490 members 
Mstep: Class 19 contains 70253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054704.000000 Penalty: 53300.515625
Iteration 409Q: 17 clusters Score -7.00547e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218489 members 
Mstep: Class 4 contains 15536 members 
Mstep: Class 5 contains 4274 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44605 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199093 members 
Mstep: Class 15 contains 31426 members 
Mstep: Class 16 contains 49566 members 
Mstep: Class 18 contains 15488 members 
Mstep: Class 19 contains 70184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054648.000000 Penalty: 53300.515625
Iteration 410Q: 17 clusters Score -7.005465e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218489 members 
Mstep: Class 4 contains 15535 members 
Mstep: Class 5 contains 4272 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44619 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199150 members 
Mstep: Class 15 contains 31438 members 
Mstep: Class 16 contains 49568 members 
Mstep: Class 18 contains 15489 members 
Mstep: Class 19 contains 70101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054696.000000 Penalty: 53300.515625
Iteration 411Q: 17 clusters Score -7.00547e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218503 members 
Mstep: Class 4 contains 15535 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44636 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199204 members 
Mstep: Class 15 contains 31447 members 
Mstep: Class 16 contains 49568 members 
Mstep: Class 18 contains 15489 members 
Mstep: Class 19 contains 70013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054680.000000 Penalty: 53300.515625
Iteration 412Q: 17 clusters Score -7.005468e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218512 members 
Mstep: Class 4 contains 15529 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44648 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199256 members 
Mstep: Class 15 contains 31454 members 
Mstep: Class 16 contains 49575 members 
Mstep: Class 18 contains 15490 members 
Mstep: Class 19 contains 69935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054600.000000 Penalty: 53300.515625
Iteration 413Q: 17 clusters Score -7.00546e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218520 members 
Mstep: Class 4 contains 15526 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44657 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199314 members 
Mstep: Class 15 contains 31458 members 
Mstep: Class 16 contains 49576 members 
Mstep: Class 18 contains 15490 members 
Mstep: Class 19 contains 69860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 414Q: 17 clusters Score -7.005458e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218531 members 
Mstep: Class 4 contains 15524 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44664 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199365 members 
Mstep: Class 15 contains 31469 members 
Mstep: Class 16 contains 49572 members 
Mstep: Class 18 contains 15490 members 
Mstep: Class 19 contains 69788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 415Q: 17 clusters Score -7.005455e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218548 members 
Mstep: Class 4 contains 15520 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44670 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199407 members 
Mstep: Class 15 contains 31473 members 
Mstep: Class 16 contains 49572 members 
Mstep: Class 18 contains 15493 members 
Mstep: Class 19 contains 69717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054512.000000 Penalty: 53300.515625
Iteration 416Q: 17 clusters Score -7.005451e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218570 members 
Mstep: Class 4 contains 15515 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44680 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199440 members 
Mstep: Class 15 contains 31476 members 
Mstep: Class 16 contains 49572 members 
Mstep: Class 18 contains 15498 members 
Mstep: Class 19 contains 69650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054512.000000 Penalty: 53300.515625
Iteration 417Q: 17 clusters Score -7.005451e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218596 members 
Mstep: Class 4 contains 15511 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199469 members 
Mstep: Class 15 contains 31479 members 
Mstep: Class 16 contains 49573 members 
Mstep: Class 18 contains 15501 members 
Mstep: Class 19 contains 69583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054512.000000 Penalty: 53300.515625
Iteration 418Q: 17 clusters Score -7.005451e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218616 members 
Mstep: Class 4 contains 15508 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44698 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199494 members 
Mstep: Class 15 contains 31485 members 
Mstep: Class 16 contains 49571 members 
Mstep: Class 18 contains 15502 members 
Mstep: Class 19 contains 69530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054520.000000 Penalty: 53300.515625
Iteration 419Q: 17 clusters Score -7.005452e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218621 members 
Mstep: Class 4 contains 15506 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44704 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199530 members 
Mstep: Class 15 contains 31488 members 
Mstep: Class 16 contains 49572 members 
Mstep: Class 18 contains 15504 members 
Mstep: Class 19 contains 69481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054528.000000 Penalty: 53300.515625
Iteration 420F: 17 clusters Score -7.005453e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218632 members 
Mstep: Class 4 contains 15503 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199562 members 
Mstep: Class 15 contains 31488 members 
Mstep: Class 16 contains 49574 members 
Mstep: Class 18 contains 15503 members 
Mstep: Class 19 contains 69441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054472.000000 Penalty: 53300.515625
Iteration 421Q: 17 clusters Score -7.005447e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218648 members 
Mstep: Class 4 contains 15497 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44711 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199596 members 
Mstep: Class 15 contains 31489 members 
Mstep: Class 16 contains 49574 members 
Mstep: Class 18 contains 15506 members 
Mstep: Class 19 contains 69390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054496.000000 Penalty: 53300.515625
Iteration 422Q: 17 clusters Score -7.00545e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218655 members 
Mstep: Class 4 contains 15491 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199626 members 
Mstep: Class 15 contains 31489 members 
Mstep: Class 16 contains 49579 members 
Mstep: Class 18 contains 15505 members 
Mstep: Class 19 contains 69352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054520.000000 Penalty: 53300.515625
Iteration 423Q: 17 clusters Score -7.005452e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218661 members 
Mstep: Class 4 contains 15490 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44721 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199655 members 
Mstep: Class 15 contains 31489 members 
Mstep: Class 16 contains 49581 members 
Mstep: Class 18 contains 15503 members 
Mstep: Class 19 contains 69311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054480.000000 Penalty: 53300.515625
Iteration 424Q: 17 clusters Score -7.005448e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218671 members 
Mstep: Class 4 contains 15487 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44734 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199673 members 
Mstep: Class 15 contains 31490 members 
Mstep: Class 16 contains 49582 members 
Mstep: Class 18 contains 15503 members 
Mstep: Class 19 contains 69268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054456.000000 Penalty: 53300.515625
Iteration 425Q: 17 clusters Score -7.005446e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218686 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44739 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199694 members 
Mstep: Class 15 contains 31490 members 
Mstep: Class 16 contains 49582 members 
Mstep: Class 18 contains 15504 members 
Mstep: Class 19 contains 69226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054456.000000 Penalty: 53300.515625
Iteration 426Q: 17 clusters Score -7.005446e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218699 members 
Mstep: Class 4 contains 15483 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44743 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5425 members 
Mstep: Class 12 contains 199720 members 
Mstep: Class 15 contains 31492 members 
Mstep: Class 16 contains 49580 members 
Mstep: Class 18 contains 15505 members 
Mstep: Class 19 contains 69182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054432.000000 Penalty: 53300.515625
Iteration 427Q: 17 clusters Score -7.005443e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218699 members 
Mstep: Class 4 contains 15483 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44749 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 199750 members 
Mstep: Class 15 contains 31492 members 
Mstep: Class 16 contains 49582 members 
Mstep: Class 18 contains 15505 members 
Mstep: Class 19 contains 69144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054416.000000 Penalty: 53300.515625
Iteration 428Q: 17 clusters Score -7.005442e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218701 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44759 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 199778 members 
Mstep: Class 15 contains 31493 members 
Mstep: Class 16 contains 49583 members 
Mstep: Class 18 contains 15506 members 
Mstep: Class 19 contains 69100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054432.000000 Penalty: 53300.515625
Iteration 429Q: 17 clusters Score -7.005443e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218712 members 
Mstep: Class 4 contains 15480 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44769 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 199807 members 
Mstep: Class 15 contains 31497 members 
Mstep: Class 16 contains 49582 members 
Mstep: Class 18 contains 15508 members 
Mstep: Class 19 contains 69045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054496.000000 Penalty: 53300.515625
Iteration 430Q: 17 clusters Score -7.00545e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218724 members 
Mstep: Class 4 contains 15474 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44778 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 199835 members 
Mstep: Class 15 contains 31499 members 
Mstep: Class 16 contains 49583 members 
Mstep: Class 18 contains 15508 members 
Mstep: Class 19 contains 68996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054488.000000 Penalty: 53300.515625
Iteration 431Q: 17 clusters Score -7.005449e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218744 members 
Mstep: Class 4 contains 15466 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44784 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5422 members 
Mstep: Class 12 contains 199858 members 
Mstep: Class 15 contains 31501 members 
Mstep: Class 16 contains 49588 members 
Mstep: Class 18 contains 15508 members 
Mstep: Class 19 contains 68946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054448.000000 Penalty: 53300.515625
Iteration 432Q: 17 clusters Score -7.005445e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218747 members 
Mstep: Class 4 contains 15464 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44794 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5421 members 
Mstep: Class 12 contains 199881 members 
Mstep: Class 15 contains 31501 members 
Mstep: Class 16 contains 49589 members 
Mstep: Class 18 contains 15508 members 
Mstep: Class 19 contains 68910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054528.000000 Penalty: 53300.515625
Iteration 433Q: 17 clusters Score -7.005453e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218772 members 
Mstep: Class 4 contains 15456 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44796 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 199904 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 49594 members 
Mstep: Class 18 contains 15509 members 
Mstep: Class 19 contains 68860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054512.000000 Penalty: 53300.515625
Iteration 434Q: 17 clusters Score -7.005451e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218800 members 
Mstep: Class 4 contains 15445 members 
Mstep: Class 5 contains 4263 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44805 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 199919 members 
Mstep: Class 15 contains 31504 members 
Mstep: Class 16 contains 49596 members 
Mstep: Class 18 contains 15511 members 
Mstep: Class 19 contains 68813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054496.000000 Penalty: 53300.515625
Iteration 435Q: 17 clusters Score -7.00545e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218815 members 
Mstep: Class 4 contains 15438 members 
Mstep: Class 5 contains 4265 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44809 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 199941 members 
Mstep: Class 15 contains 31505 members 
Mstep: Class 16 contains 49601 members 
Mstep: Class 18 contains 15513 members 
Mstep: Class 19 contains 68769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054520.000000 Penalty: 53300.515625
Iteration 436Q: 17 clusters Score -7.005452e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218832 members 
Mstep: Class 4 contains 15435 members 
Mstep: Class 5 contains 4264 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44810 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 199966 members 
Mstep: Class 15 contains 31507 members 
Mstep: Class 16 contains 49599 members 
Mstep: Class 18 contains 15518 members 
Mstep: Class 19 contains 68725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054512.000000 Penalty: 53300.515625
Iteration 437Q: 17 clusters Score -7.005451e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218851 members 
Mstep: Class 4 contains 15429 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44813 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 199983 members 
Mstep: Class 15 contains 31512 members 
Mstep: Class 16 contains 49601 members 
Mstep: Class 18 contains 15519 members 
Mstep: Class 19 contains 68687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054488.000000 Penalty: 53300.515625
Iteration 438Q: 17 clusters Score -7.005449e+07 nChanged 72
Entering ConstructFrom: 
Score: -70054488.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (24943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Entering Unmasked Estep 
Score: -2650314.250000 Penalty: 2510.838379
	Iteration 0F: 2 clusters Score -2650314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2633200.000000 Penalty: 5021.676758
	Iteration 0F: 3 clusters Score -2633200 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2639118.500000 Penalty: 5021.676758
	Iteration 1F: 3 clusters Score -2639118 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2639717.000000 Penalty: 5021.676758
	Iteration 2F: 3 clusters Score -2639717 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2640484.000000 Penalty: 5021.676758
	Iteration 3F: 3 clusters Score -2640484 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2641730.250000 Penalty: 5021.676758
	Iteration 4F: 3 clusters Score -2641730 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2643453.500000 Penalty: 5021.676758
	Iteration 5F: 3 clusters Score -2643454 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2645324.000000 Penalty: 5021.676758
	Iteration 6F: 3 clusters Score -2645324 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2646915.000000 Penalty: 5021.676758
	Iteration 7F: 3 clusters Score -2646915 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2647914.000000 Penalty: 5021.676758
	Iteration 8Q: 3 clusters Score -2647914 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2648406.000000 Penalty: 5021.676758
	Iteration 9Q: 3 clusters Score -2648406 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -2648626.500000 Penalty: 5021.676758
	Iteration 10Q: 3 clusters Score -2648626 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -2648744.000000 Penalty: 5021.676758
	Iteration 11Q: 3 clusters Score -2648744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2648821.500000 Penalty: 5021.676758
	Iteration 12Q: 3 clusters Score -2648822 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2648877.750000 Penalty: 5021.676758
	Iteration 13Q: 3 clusters Score -2648878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2648905.500000 Penalty: 5021.676758
	Iteration 14Q: 3 clusters Score -2648906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -2648925.750000 Penalty: 5021.676758
	Iteration 15Q: 3 clusters Score -2648926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -2648941.250000 Penalty: 5021.676758
	Iteration 16Q: 3 clusters Score -2648941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2648943.500000 Penalty: 5021.676758
	Iteration 17Q: 3 clusters Score -2648944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2648945.250000 Penalty: 5021.676758
	Iteration 18Q: 3 clusters Score -2648945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -2648952.750000 Penalty: 5021.676758
	Iteration 19Q: 3 clusters Score -2648953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2648954.000000 Penalty: 5021.676758
	Iteration 20F: 3 clusters Score -2648954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2648951.500000 Penalty: 5021.676758
	Iteration 21Q: 3 clusters Score -2648952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2648953.750000 Penalty: 5021.676758
	Iteration 22Q: 3 clusters Score -2648954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2648961.250000 Penalty: 5021.676758
	Iteration 23Q: 3 clusters Score -2648961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2648965.500000 Penalty: 5021.676758
	Iteration 24Q: 3 clusters Score -2648966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2648968.750000 Penalty: 5021.676758
	Iteration 25Q: 3 clusters Score -2648969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2648970.000000 Penalty: 5021.676758
	Iteration 26Q: 3 clusters Score -2648970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -2648970.750000 Penalty: 5021.676758
	Iteration 27Q: 3 clusters Score -2648971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2648973.250000 Penalty: 5021.676758
	Iteration 28Q: 3 clusters Score -2648973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -2648972.250000 Penalty: 5021.676758
	Iteration 29Q: 3 clusters Score -2648972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -2648976.250000 Penalty: 5021.676758
	Iteration 30Q: 3 clusters Score -2648976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2648975.500000 Penalty: 5021.676758
	Iteration 31Q: 3 clusters Score -2648976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2648974.500000 Penalty: 5021.676758
	Iteration 32Q: 3 clusters Score -2648974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -2648974.500000 Penalty: 5021.676758
	Iteration 33F: 3 clusters Score -2648974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -80400.890625 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -80400.89 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 406 members 
Entering Unmasked Estep 
Score: -78593.585938 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -78593.59 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78864.554688 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -78864.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78977.179688 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -78977.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79053.031250 Penalty: 3335.616699
	Iteration 3Q: 3 clusters Score -79053.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -79118.648438 Penalty: 3335.616699
	Iteration 4Q: 3 clusters Score -79118.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79142.960938 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -79142.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79175.695312 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -79175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79199.000000 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -79199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79212.890625 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -79212.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79217.203125 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -79217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79222.031250 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -79222.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79227.710938 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -79227.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -79234.476562 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -79234.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -79239.726562 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -79239.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79241.984375 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -79241.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79246.710938 Penalty: 3335.616699
	Iteration 15Q: 3 clusters Score -79246.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -79250.265625 Penalty: 3335.616699
	Iteration 16Q: 3 clusters Score -79250.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -79252.078125 Penalty: 3335.616699
	Iteration 17Q: 3 clusters Score -79252.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -79253.859375 Penalty: 3335.616699
	Iteration 18Q: 3 clusters Score -79253.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -79255.718750 Penalty: 3335.616699
	Iteration 19Q: 3 clusters Score -79255.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79262.609375 Penalty: 3335.616699
	Iteration 20F: 3 clusters Score -79262.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79264.820312 Penalty: 3335.616699
	Iteration 21Q: 3 clusters Score -79264.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79264.820312 Penalty: 3335.616699
	Iteration 22F: 3 clusters Score -79264.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (218861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218861 members 
Entering Unmasked Estep 
Score: -22909816.000000 Penalty: 3049.455566
	Iteration 0F: 2 clusters Score -2.290982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109402 members 
Mstep: Class 2 contains 109459 members 
Entering Unmasked Estep 
Score: -22775966.000000 Penalty: 6098.911133
	Iteration 0F: 3 clusters Score -2.277597e+07 nChanged 105653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111145 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -22837472.000000 Penalty: 6098.911133
	Iteration 1F: 3 clusters Score -2.283747e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111973 members 
Mstep: Class 2 contains 106888 members 
Entering Unmasked Estep 
Score: -22838968.000000 Penalty: 6098.911133
	Iteration 2Q: 3 clusters Score -2.283897e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113181 members 
Mstep: Class 2 contains 105680 members 
Entering Unmasked Estep 
Score: -22841344.000000 Penalty: 6098.911133
	Iteration 3Q: 3 clusters Score -2.284134e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115139 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -22845262.000000 Penalty: 6098.911133
	Iteration 4Q: 3 clusters Score -2.284526e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118133 members 
Mstep: Class 2 contains 100728 members 
Entering Unmasked Estep 
Score: -22851188.000000 Penalty: 6098.911133
	Iteration 5F: 3 clusters Score -2.285119e+07 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122434 members 
Mstep: Class 2 contains 96427 members 
Entering Unmasked Estep 
Score: -22859866.000000 Penalty: 6098.911133
	Iteration 6F: 3 clusters Score -2.285987e+07 nChanged 15413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127443 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -22872148.000000 Penalty: 6098.911133
	Iteration 7F: 3 clusters Score -2.287215e+07 nChanged 15450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131733 members 
Mstep: Class 2 contains 87128 members 
Entering Unmasked Estep 
Score: -22883998.000000 Penalty: 6098.911133
	Iteration 8F: 3 clusters Score -2.2884e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134509 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -22890554.000000 Penalty: 6098.911133
	Iteration 9F: 3 clusters Score -2.289055e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136490 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -22893036.000000 Penalty: 6098.911133
	Iteration 10Q: 3 clusters Score -2.289304e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138471 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -22894156.000000 Penalty: 6098.911133
	Iteration 11Q: 3 clusters Score -2.289416e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140555 members 
Mstep: Class 2 contains 78306 members 
Entering Unmasked Estep 
Score: -22894978.000000 Penalty: 6098.911133
	Iteration 12Q: 3 clusters Score -2.289498e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142754 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -22895942.000000 Penalty: 6098.911133
	Iteration 13Q: 3 clusters Score -2.289594e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145060 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -22897018.000000 Penalty: 6098.911133
	Iteration 14Q: 3 clusters Score -2.289702e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -22898010.000000 Penalty: 6098.911133
	Iteration 15Q: 3 clusters Score -2.289801e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149966 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -22899020.000000 Penalty: 6098.911133
	Iteration 16Q: 3 clusters Score -2.289902e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152410 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -22899952.000000 Penalty: 6098.911133
	Iteration 17Q: 3 clusters Score -2.289995e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154770 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -22900792.000000 Penalty: 6098.911133
	Iteration 18Q: 3 clusters Score -2.290079e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156997 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -22901670.000000 Penalty: 6098.911133
	Iteration 19Q: 3 clusters Score -2.290167e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158998 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -22902286.000000 Penalty: 6098.911133
	Iteration 20F: 3 clusters Score -2.290229e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161060 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -22902950.000000 Penalty: 6098.911133
	Iteration 21Q: 3 clusters Score -2.290295e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -22903428.000000 Penalty: 6098.911133
	Iteration 22Q: 3 clusters Score -2.290343e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165062 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -22903868.000000 Penalty: 6098.911133
	Iteration 23Q: 3 clusters Score -2.290387e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167084 members 
Mstep: Class 2 contains 51777 members 
Entering Unmasked Estep 
Score: -22904486.000000 Penalty: 6098.911133
	Iteration 24Q: 3 clusters Score -2.290449e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -22904998.000000 Penalty: 6098.911133
	Iteration 25Q: 3 clusters Score -2.2905e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171171 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -22905436.000000 Penalty: 6098.911133
	Iteration 26Q: 3 clusters Score -2.290544e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173217 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -22905970.000000 Penalty: 6098.911133
	Iteration 27Q: 3 clusters Score -2.290597e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -22906456.000000 Penalty: 6098.911133
	Iteration 28Q: 3 clusters Score -2.290646e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177251 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -22906872.000000 Penalty: 6098.911133
	Iteration 29Q: 3 clusters Score -2.290687e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179318 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -22907392.000000 Penalty: 6098.911133
	Iteration 30Q: 3 clusters Score -2.290739e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181330 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -22907942.000000 Penalty: 6098.911133
	Iteration 31Q: 3 clusters Score -2.290794e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183322 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -22908424.000000 Penalty: 6098.911133
	Iteration 32Q: 3 clusters Score -2.290842e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185344 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -22909138.000000 Penalty: 6098.911133
	Iteration 33Q: 3 clusters Score -2.290914e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187306 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -22909608.000000 Penalty: 6098.911133
	Iteration 34Q: 3 clusters Score -2.290961e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189201 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -22910116.000000 Penalty: 6098.911133
	Iteration 35Q: 3 clusters Score -2.291012e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191029 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -22910646.000000 Penalty: 6098.911133
	Iteration 36Q: 3 clusters Score -2.291065e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192761 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -22911084.000000 Penalty: 6098.911133
	Iteration 37Q: 3 clusters Score -2.291108e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194465 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -22911668.000000 Penalty: 6098.911133
	Iteration 38Q: 3 clusters Score -2.291167e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196153 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -22912056.000000 Penalty: 6098.911133
	Iteration 39Q: 3 clusters Score -2.291206e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197740 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -22912560.000000 Penalty: 6098.911133
	Iteration 40F: 3 clusters Score -2.291256e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199291 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -22912862.000000 Penalty: 6098.911133
	Iteration 41Q: 3 clusters Score -2.291286e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200757 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -22912706.000000 Penalty: 6098.911133
	Iteration 42Q: 3 clusters Score -2.291271e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202132 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -22912638.000000 Penalty: 6098.911133
	Iteration 43Q: 3 clusters Score -2.291264e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203458 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -22912522.000000 Penalty: 6098.911133
	Iteration 44Q: 3 clusters Score -2.291252e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204712 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -22912276.000000 Penalty: 6098.911133
	Iteration 45Q: 3 clusters Score -2.291228e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205796 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -22912098.000000 Penalty: 6098.911133
	Iteration 46Q: 3 clusters Score -2.29121e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206791 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -22911826.000000 Penalty: 6098.911133
	Iteration 47Q: 3 clusters Score -2.291183e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207621 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -22911534.000000 Penalty: 6098.911133
	Iteration 48Q: 3 clusters Score -2.291153e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208376 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -22911302.000000 Penalty: 6098.911133
	Iteration 49Q: 3 clusters Score -2.29113e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209086 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -22911104.000000 Penalty: 6098.911133
	Iteration 50Q: 3 clusters Score -2.29111e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209769 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -22910870.000000 Penalty: 6098.911133
	Iteration 51Q: 3 clusters Score -2.291087e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210412 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -22910648.000000 Penalty: 6098.911133
	Iteration 52Q: 3 clusters Score -2.291065e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211007 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -22910452.000000 Penalty: 6098.911133
	Iteration 53Q: 3 clusters Score -2.291045e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211516 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -22910260.000000 Penalty: 6098.911133
	Iteration 54Q: 3 clusters Score -2.291026e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211969 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -22910076.000000 Penalty: 6098.911133
	Iteration 55Q: 3 clusters Score -2.291008e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212399 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -22909906.000000 Penalty: 6098.911133
	Iteration 56Q: 3 clusters Score -2.290991e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212778 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -22909814.000000 Penalty: 6098.911133
	Iteration 57Q: 3 clusters Score -2.290981e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213114 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -22909750.000000 Penalty: 6098.911133
	Iteration 58Q: 3 clusters Score -2.290975e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213377 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -22909678.000000 Penalty: 6098.911133
	Iteration 59Q: 3 clusters Score -2.290968e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213616 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -22909594.000000 Penalty: 6098.911133
	Iteration 60F: 3 clusters Score -2.290959e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213822 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -22909558.000000 Penalty: 6098.911133
	Iteration 61Q: 3 clusters Score -2.290956e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214018 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -22909482.000000 Penalty: 6098.911133
	Iteration 62Q: 3 clusters Score -2.290948e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214190 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -22909434.000000 Penalty: 6098.911133
	Iteration 63Q: 3 clusters Score -2.290943e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214341 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -22909386.000000 Penalty: 6098.911133
	Iteration 64Q: 3 clusters Score -2.290939e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214477 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -22909390.000000 Penalty: 6098.911133
	Iteration 65Q: 3 clusters Score -2.290939e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214593 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22909380.000000 Penalty: 6098.911133
	Iteration 66Q: 3 clusters Score -2.290938e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214697 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -22909278.000000 Penalty: 6098.911133
	Iteration 67Q: 3 clusters Score -2.290928e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214792 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -22909278.000000 Penalty: 6098.911133
	Iteration 68Q: 3 clusters Score -2.290928e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214879 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -22909254.000000 Penalty: 6098.911133
	Iteration 69Q: 3 clusters Score -2.290925e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214956 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -22909222.000000 Penalty: 6098.911133
	Iteration 70Q: 3 clusters Score -2.290922e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215037 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -22909174.000000 Penalty: 6098.911133
	Iteration 71Q: 3 clusters Score -2.290917e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215114 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -22909110.000000 Penalty: 6098.911133
	Iteration 72Q: 3 clusters Score -2.290911e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215187 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -22909098.000000 Penalty: 6098.911133
	Iteration 73Q: 3 clusters Score -2.29091e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215262 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -22909086.000000 Penalty: 6098.911133
	Iteration 74Q: 3 clusters Score -2.290909e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215333 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -22909058.000000 Penalty: 6098.911133
	Iteration 75Q: 3 clusters Score -2.290906e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215398 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22908970.000000 Penalty: 6098.911133
	Iteration 76Q: 3 clusters Score -2.290897e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215461 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -22908962.000000 Penalty: 6098.911133
	Iteration 77Q: 3 clusters Score -2.290896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215520 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -22908912.000000 Penalty: 6098.911133
	Iteration 78Q: 3 clusters Score -2.290891e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215570 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -22908890.000000 Penalty: 6098.911133
	Iteration 79Q: 3 clusters Score -2.290889e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215619 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -22908862.000000 Penalty: 6098.911133
	Iteration 80F: 3 clusters Score -2.290886e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215656 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -22908862.000000 Penalty: 6098.911133
	Iteration 81Q: 3 clusters Score -2.290886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215690 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -22908842.000000 Penalty: 6098.911133
	Iteration 82Q: 3 clusters Score -2.290884e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215721 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -22908818.000000 Penalty: 6098.911133
	Iteration 83Q: 3 clusters Score -2.290882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215752 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -22908792.000000 Penalty: 6098.911133
	Iteration 84Q: 3 clusters Score -2.290879e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215785 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -22908772.000000 Penalty: 6098.911133
	Iteration 85Q: 3 clusters Score -2.290877e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215815 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -22908732.000000 Penalty: 6098.911133
	Iteration 86Q: 3 clusters Score -2.290873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215841 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -22908756.000000 Penalty: 6098.911133
	Iteration 87Q: 3 clusters Score -2.290876e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215874 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -22908748.000000 Penalty: 6098.911133
	Iteration 88Q: 3 clusters Score -2.290875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215898 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -22908772.000000 Penalty: 6098.911133
	Iteration 89Q: 3 clusters Score -2.290877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215937 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -22908754.000000 Penalty: 6098.911133
	Iteration 90Q: 3 clusters Score -2.290875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215969 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22908742.000000 Penalty: 6098.911133
	Iteration 91Q: 3 clusters Score -2.290874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216002 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -22908684.000000 Penalty: 6098.911133
	Iteration 92Q: 3 clusters Score -2.290868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216036 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -22908672.000000 Penalty: 6098.911133
	Iteration 93Q: 3 clusters Score -2.290867e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216072 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -22908648.000000 Penalty: 6098.911133
	Iteration 94Q: 3 clusters Score -2.290865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216100 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -22908628.000000 Penalty: 6098.911133
	Iteration 95Q: 3 clusters Score -2.290863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216123 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -22908614.000000 Penalty: 6098.911133
	Iteration 96Q: 3 clusters Score -2.290861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216143 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -22908616.000000 Penalty: 6098.911133
	Iteration 97Q: 3 clusters Score -2.290862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216166 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -22908604.000000 Penalty: 6098.911133
	Iteration 98Q: 3 clusters Score -2.29086e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216189 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22908602.000000 Penalty: 6098.911133
	Iteration 99Q: 3 clusters Score -2.29086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216207 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -22908606.000000 Penalty: 6098.911133
	Iteration 100F: 3 clusters Score -2.290861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216220 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -22908598.000000 Penalty: 6098.911133
	Iteration 101Q: 3 clusters Score -2.29086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216226 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -22908606.000000 Penalty: 6098.911133
	Iteration 102Q: 3 clusters Score -2.290861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216230 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22908612.000000 Penalty: 6098.911133
	Iteration 103Q: 3 clusters Score -2.290861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216233 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -22908628.000000 Penalty: 6098.911133
	Iteration 104Q: 3 clusters Score -2.290863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216237 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -22908608.000000 Penalty: 6098.911133
	Iteration 105Q: 3 clusters Score -2.290861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216242 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -22908592.000000 Penalty: 6098.911133
	Iteration 106Q: 3 clusters Score -2.290859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216245 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -22908620.000000 Penalty: 6098.911133
	Iteration 107Q: 3 clusters Score -2.290862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216248 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22908616.000000 Penalty: 6098.911133
	Iteration 108Q: 3 clusters Score -2.290862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216250 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -22908602.000000 Penalty: 6098.911133
	Iteration 109Q: 3 clusters Score -2.29086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216251 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -22908608.000000 Penalty: 6098.911133
	Iteration 110Q: 3 clusters Score -2.290861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216252 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22908618.000000 Penalty: 6098.911133
	Iteration 111Q: 3 clusters Score -2.290862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216253 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22908598.000000 Penalty: 6098.911133
	Iteration 112Q: 3 clusters Score -2.29086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216253 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22908598.000000 Penalty: 6098.911133
	Iteration 113F: 3 clusters Score -2.29086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Entering Unmasked Estep 
Score: -1612548.250000 Penalty: 2391.616455
	Iteration 0F: 2 clusters Score -1612548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1601439.500000 Penalty: 4783.232910
	Iteration 0F: 3 clusters Score -1601440 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1604920.625000 Penalty: 4783.232910
	Iteration 1F: 3 clusters Score -1604921 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1605240.375000 Penalty: 4783.232910
	Iteration 2F: 3 clusters Score -1605240 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1605436.500000 Penalty: 4783.232910
	Iteration 3Q: 3 clusters Score -1605436 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1605601.000000 Penalty: 4783.232910
	Iteration 4Q: 3 clusters Score -1605601 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1605753.875000 Penalty: 4783.232910
	Iteration 5Q: 3 clusters Score -1605754 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1605901.625000 Penalty: 4783.232910
	Iteration 6Q: 3 clusters Score -1605902 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1606076.625000 Penalty: 4783.232910
	Iteration 7Q: 3 clusters Score -1606077 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1606269.750000 Penalty: 4783.232910
	Iteration 8Q: 3 clusters Score -1606270 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1606518.500000 Penalty: 4783.232910
	Iteration 9Q: 3 clusters Score -1606518 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1606866.250000 Penalty: 4783.232910
	Iteration 10Q: 3 clusters Score -1606866 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1607367.125000 Penalty: 4783.232910
	Iteration 11Q: 3 clusters Score -1607367 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1608019.750000 Penalty: 4783.232910
	Iteration 12F: 3 clusters Score -1608020 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1608769.750000 Penalty: 4783.232910
	Iteration 13F: 3 clusters Score -1608770 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1609467.875000 Penalty: 4783.232910
	Iteration 14F: 3 clusters Score -1609468 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1609903.125000 Penalty: 4783.232910
	Iteration 15Q: 3 clusters Score -1609903 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1610154.875000 Penalty: 4783.232910
	Iteration 16Q: 3 clusters Score -1610155 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1610296.125000 Penalty: 4783.232910
	Iteration 17Q: 3 clusters Score -1610296 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1610375.500000 Penalty: 4783.232910
	Iteration 18Q: 3 clusters Score -1610376 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1610431.250000 Penalty: 4783.232910
	Iteration 19Q: 3 clusters Score -1610431 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1610464.875000 Penalty: 4783.232910
	Iteration 20F: 3 clusters Score -1610465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1610491.875000 Penalty: 4783.232910
	Iteration 21Q: 3 clusters Score -1610492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1610516.500000 Penalty: 4783.232910
	Iteration 22Q: 3 clusters Score -1610516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1610524.375000 Penalty: 4783.232910
	Iteration 23Q: 3 clusters Score -1610524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1610537.000000 Penalty: 4783.232910
	Iteration 24Q: 3 clusters Score -1610537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1610546.875000 Penalty: 4783.232910
	Iteration 25Q: 3 clusters Score -1610547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1610562.375000 Penalty: 4783.232910
	Iteration 26Q: 3 clusters Score -1610562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1610570.250000 Penalty: 4783.232910
	Iteration 27Q: 3 clusters Score -1610570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1610574.125000 Penalty: 4783.232910
	Iteration 28Q: 3 clusters Score -1610574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1610578.750000 Penalty: 4783.232910
	Iteration 29Q: 3 clusters Score -1610579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1610583.375000 Penalty: 4783.232910
	Iteration 30Q: 3 clusters Score -1610583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1610586.250000 Penalty: 4783.232910
	Iteration 31Q: 3 clusters Score -1610586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1610597.750000 Penalty: 4783.232910
	Iteration 32Q: 3 clusters Score -1610598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1610598.625000 Penalty: 4783.232910
	Iteration 33Q: 3 clusters Score -1610599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1610600.250000 Penalty: 4783.232910
	Iteration 34Q: 3 clusters Score -1610600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1610604.000000 Penalty: 4783.232910
	Iteration 35Q: 3 clusters Score -1610604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1610603.000000 Penalty: 4783.232910
	Iteration 36Q: 3 clusters Score -1610603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1610605.625000 Penalty: 4783.232910
	Iteration 37Q: 3 clusters Score -1610606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1610606.250000 Penalty: 4783.232910
	Iteration 38Q: 3 clusters Score -1610606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1610610.500000 Penalty: 4783.232910
	Iteration 39Q: 3 clusters Score -1610610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1610614.750000 Penalty: 4783.232910
	Iteration 40F: 3 clusters Score -1610615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1610621.875000 Penalty: 4783.232910
	Iteration 41Q: 3 clusters Score -1610622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1610625.500000 Penalty: 4783.232910
	Iteration 42Q: 3 clusters Score -1610626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1610626.875000 Penalty: 4783.232910
	Iteration 43Q: 3 clusters Score -1610627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1610628.500000 Penalty: 4783.232910
	Iteration 44Q: 3 clusters Score -1610628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1610626.375000 Penalty: 4783.232910
	Iteration 45Q: 3 clusters Score -1610626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1610627.625000 Penalty: 4783.232910
	Iteration 46Q: 3 clusters Score -1610628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1610630.125000 Penalty: 4783.232910
	Iteration 47Q: 3 clusters Score -1610630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1610631.625000 Penalty: 4783.232910
	Iteration 48Q: 3 clusters Score -1610632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1610632.875000 Penalty: 4783.232910
	Iteration 49Q: 3 clusters Score -1610633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1610635.625000 Penalty: 4783.232910
	Iteration 50Q: 3 clusters Score -1610636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1610635.250000 Penalty: 4783.232910
	Iteration 51Q: 3 clusters Score -1610635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1610635.125000 Penalty: 4783.232910
	Iteration 52Q: 3 clusters Score -1610635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1610634.625000 Penalty: 4783.232910
	Iteration 53Q: 3 clusters Score -1610635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1610635.250000 Penalty: 4783.232910
	Iteration 54Q: 3 clusters Score -1610635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1610640.750000 Penalty: 4783.232910
	Iteration 55Q: 3 clusters Score -1610641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1610637.250000 Penalty: 4783.232910
	Iteration 56Q: 3 clusters Score -1610637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1610639.250000 Penalty: 4783.232910
	Iteration 57Q: 3 clusters Score -1610639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1610637.750000 Penalty: 4783.232910
	Iteration 58Q: 3 clusters Score -1610638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1610637.750000 Penalty: 4783.232910
	Iteration 59F: 3 clusters Score -1610638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -429677.281250 Penalty: 2072.483887
	Iteration 0F: 2 clusters Score -429677.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -425620.750000 Penalty: 4144.967773
	Iteration 0F: 3 clusters Score -425620.8 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -426638.750000 Penalty: 4144.967773
	Iteration 1F: 3 clusters Score -426638.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -426895.156250 Penalty: 4144.967773
	Iteration 2F: 3 clusters Score -426895.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -427061.468750 Penalty: 4144.967773
	Iteration 3F: 3 clusters Score -427061.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -427179.687500 Penalty: 4144.967773
	Iteration 4Q: 3 clusters Score -427179.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -427260.781250 Penalty: 4144.967773
	Iteration 5Q: 3 clusters Score -427260.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -427324.625000 Penalty: 4144.967773
	Iteration 6Q: 3 clusters Score -427324.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -427374.062500 Penalty: 4144.967773
	Iteration 7Q: 3 clusters Score -427374.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -427410.718750 Penalty: 4144.967773
	Iteration 8Q: 3 clusters Score -427410.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -427434.937500 Penalty: 4144.967773
	Iteration 9Q: 3 clusters Score -427434.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -427457.625000 Penalty: 4144.967773
	Iteration 10Q: 3 clusters Score -427457.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -427485.093750 Penalty: 4144.967773
	Iteration 11Q: 3 clusters Score -427485.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -427509.593750 Penalty: 4144.967773
	Iteration 12Q: 3 clusters Score -427509.6 nChanged 50
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: -427530.687500 Penalty: 4144.967773
	Iteration 13Q: 3 clusters Score -427530.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -427546.562500 Penalty: 4144.967773
	Iteration 14Q: 3 clusters Score -427546.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -427558.906250 Penalty: 4144.967773
	Iteration 15Q: 3 clusters Score -427558.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -427568.312500 Penalty: 4144.967773
	Iteration 16Q: 3 clusters Score -427568.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -427581.031250 Penalty: 4144.967773
	Iteration 17Q: 3 clusters Score -427581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -427591.000000 Penalty: 4144.967773
	Iteration 18Q: 3 clusters Score -427591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -427598.250000 Penalty: 4144.967773
	Iteration 19Q: 3 clusters Score -427598.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -427605.968750 Penalty: 4144.967773
	Iteration 20F: 3 clusters Score -427606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -427611.875000 Penalty: 4144.967773
	Iteration 21Q: 3 clusters Score -427611.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -427619.906250 Penalty: 4144.967773
	Iteration 22Q: 3 clusters Score -427619.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -427627.593750 Penalty: 4144.967773
	Iteration 23Q: 3 clusters Score -427627.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -427633.343750 Penalty: 4144.967773
	Iteration 24Q: 3 clusters Score -427633.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -427638.062500 Penalty: 4144.967773
	Iteration 25Q: 3 clusters Score -427638.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -427642.062500 Penalty: 4144.967773
	Iteration 26Q: 3 clusters Score -427642.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -427643.656250 Penalty: 4144.967773
	Iteration 27Q: 3 clusters Score -427643.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -427645.875000 Penalty: 4144.967773
	Iteration 28Q: 3 clusters Score -427645.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -427646.937500 Penalty: 4144.967773
	Iteration 29Q: 3 clusters Score -427646.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -427648.500000 Penalty: 4144.967773
	Iteration 30Q: 3 clusters Score -427648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -427648.875000 Penalty: 4144.967773
	Iteration 31Q: 3 clusters Score -427648.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -427650.718750 Penalty: 4144.967773
	Iteration 32Q: 3 clusters Score -427650.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -427652.906250 Penalty: 4144.967773
	Iteration 33Q: 3 clusters Score -427652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -427656.062500 Penalty: 4144.967773
	Iteration 34Q: 3 clusters Score -427656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -427657.406250 Penalty: 4144.967773
	Iteration 35Q: 3 clusters Score -427657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -427660.187500 Penalty: 4144.967773
	Iteration 36Q: 3 clusters Score -427660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -427661.562500 Penalty: 4144.967773
	Iteration 37Q: 3 clusters Score -427661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -427662.968750 Penalty: 4144.967773
	Iteration 38Q: 3 clusters Score -427663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -427664.000000 Penalty: 4144.967773
	Iteration 39Q: 3 clusters Score -427664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -427664.000000 Penalty: 4144.967773
	Iteration 40F: 3 clusters Score -427664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71884.125000 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71884.12 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72128.953125 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72128.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72184.453125 Penalty: 3303.009766
	Iteration 2Q: 3 clusters Score -72184.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -72222.007812 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -72222.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72247.859375 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72247.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -72261.296875 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72271.648438 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72271.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72285.546875 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72285.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -72297.609375 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72297.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72301.320312 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -72301.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72303.242188 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -72303.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72306.015625 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -72306.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72306.015625 Penalty: 3303.009766
	Iteration 12F: 3 clusters Score -72306.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10551.219727 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10551.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10591.093750 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10591.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10597.159180 Penalty: 2436.676758
	Iteration 2Q: 3 clusters Score -10597.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10597.159180 Penalty: 2436.676758
	Iteration 3F: 3 clusters Score -10597.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59633.460938 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59633.46 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59865.917969 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59865.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59935.363281 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -59935.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59971.500000 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -59971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59991.265625 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -59991.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60006.046875 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -60006.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60011.292969 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -60011.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60017.414062 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -60017.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60020.890625 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -60020.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60021.851562 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -60021.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60021.851562 Penalty: 3211.049805
	Iteration 10F: 3 clusters Score -60021.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Entering Unmasked Estep 
Score: -4746598.000000 Penalty: 2656.181641
	Iteration 0F: 2 clusters Score -4746598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -4716095.500000 Penalty: 5312.363281
	Iteration 0F: 3 clusters Score -4716096 nChanged 20678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4727686.500000 Penalty: 5312.363281
	Iteration 1F: 3 clusters Score -4727686 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4728224.000000 Penalty: 5312.363281
	Iteration 2Q: 3 clusters Score -4728224 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4728754.000000 Penalty: 5312.363281
	Iteration 3Q: 3 clusters Score -4728754 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -4729276.000000 Penalty: 5312.363281
	Iteration 4Q: 3 clusters Score -4729276 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4729913.500000 Penalty: 5312.363281
	Iteration 5Q: 3 clusters Score -4729914 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -4730779.500000 Penalty: 5312.363281
	Iteration 6Q: 3 clusters Score -4730780 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -4731892.500000 Penalty: 5312.363281
	Iteration 7Q: 3 clusters Score -4731892 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4733521.500000 Penalty: 5312.363281
	Iteration 8F: 3 clusters Score -4733522 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -4735509.000000 Penalty: 5312.363281
	Iteration 9F: 3 clusters Score -4735509 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -4737666.000000 Penalty: 5312.363281
	Iteration 10F: 3 clusters Score -4737666 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4739666.000000 Penalty: 5312.363281
	Iteration 11F: 3 clusters Score -4739666 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4741132.000000 Penalty: 5312.363281
	Iteration 12Q: 3 clusters Score -4741132 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -4742065.000000 Penalty: 5312.363281
	Iteration 13Q: 3 clusters Score -4742065 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4742657.000000 Penalty: 5312.363281
	Iteration 14Q: 3 clusters Score -4742657 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -4743087.500000 Penalty: 5312.363281
	Iteration 15Q: 3 clusters Score -4743088 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -4743388.000000 Penalty: 5312.363281
	Iteration 16Q: 3 clusters Score -4743388 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -4743630.000000 Penalty: 5312.363281
	Iteration 17Q: 3 clusters Score -4743630 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -4743811.500000 Penalty: 5312.363281
	Iteration 18Q: 3 clusters Score -4743812 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -4743941.500000 Penalty: 5312.363281
	Iteration 19Q: 3 clusters Score -4743942 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -4744041.500000 Penalty: 5312.363281
	Iteration 20F: 3 clusters Score -4744042 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -4744118.500000 Penalty: 5312.363281
	Iteration 21Q: 3 clusters Score -4744118 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -4744184.000000 Penalty: 5312.363281
	Iteration 22Q: 3 clusters Score -4744184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -4744253.500000 Penalty: 5312.363281
	Iteration 23Q: 3 clusters Score -4744254 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -4744280.000000 Penalty: 5312.363281
	Iteration 24Q: 3 clusters Score -4744280 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -4744301.000000 Penalty: 5312.363281
	Iteration 25Q: 3 clusters Score -4744301 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -4744316.000000 Penalty: 5312.363281
	Iteration 26Q: 3 clusters Score -4744316 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -4744357.000000 Penalty: 5312.363281
	Iteration 27Q: 3 clusters Score -4744357 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -4744377.500000 Penalty: 5312.363281
	Iteration 28Q: 3 clusters Score -4744378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -4744394.500000 Penalty: 5312.363281
	Iteration 29Q: 3 clusters Score -4744394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -4744418.500000 Penalty: 5312.363281
	Iteration 30Q: 3 clusters Score -4744418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -4744422.000000 Penalty: 5312.363281
	Iteration 31Q: 3 clusters Score -4744422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -4744429.500000 Penalty: 5312.363281
	Iteration 32Q: 3 clusters Score -4744430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -4744437.500000 Penalty: 5312.363281
	Iteration 33Q: 3 clusters Score -4744438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -4744439.500000 Penalty: 5312.363281
	Iteration 34Q: 3 clusters Score -4744440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -4744441.000000 Penalty: 5312.363281
	Iteration 35Q: 3 clusters Score -4744441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -4744448.000000 Penalty: 5312.363281
	Iteration 36Q: 3 clusters Score -4744448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -4744451.500000 Penalty: 5312.363281
	Iteration 37Q: 3 clusters Score -4744452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -4744454.000000 Penalty: 5312.363281
	Iteration 38Q: 3 clusters Score -4744454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -4744463.000000 Penalty: 5312.363281
	Iteration 39Q: 3 clusters Score -4744463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -4744468.000000 Penalty: 5312.363281
	Iteration 40F: 3 clusters Score -4744468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -4744468.000000 Penalty: 5312.363281
	Iteration 41Q: 3 clusters Score -4744468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -4744470.500000 Penalty: 5312.363281
	Iteration 42Q: 3 clusters Score -4744470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -4744468.000000 Penalty: 5312.363281
	Iteration 43Q: 3 clusters Score -4744468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -4744468.500000 Penalty: 5312.363281
	Iteration 44Q: 3 clusters Score -4744468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -4744467.500000 Penalty: 5312.363281
	Iteration 45Q: 3 clusters Score -4744468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -4744464.000000 Penalty: 5312.363281
	Iteration 46Q: 3 clusters Score -4744464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -4744463.000000 Penalty: 5312.363281
	Iteration 47Q: 3 clusters Score -4744463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -4744463.000000 Penalty: 5312.363281
	Iteration 48Q: 3 clusters Score -4744463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4744474.000000 Penalty: 5312.363281
	Iteration 49Q: 3 clusters Score -4744474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -4744472.000000 Penalty: 5312.363281
	Iteration 50Q: 3 clusters Score -4744472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -4744473.000000 Penalty: 5312.363281
	Iteration 51Q: 3 clusters Score -4744473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4744475.000000 Penalty: 5312.363281
	Iteration 52Q: 3 clusters Score -4744475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -4744473.500000 Penalty: 5312.363281
	Iteration 53Q: 3 clusters Score -4744474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -4744477.500000 Penalty: 5312.363281
	Iteration 54Q: 3 clusters Score -4744478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -4744475.000000 Penalty: 5312.363281
	Iteration 55Q: 3 clusters Score -4744475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -4744471.000000 Penalty: 5312.363281
	Iteration 56Q: 3 clusters Score -4744471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -4744476.500000 Penalty: 5312.363281
	Iteration 57Q: 3 clusters Score -4744476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -4744474.500000 Penalty: 5312.363281
	Iteration 58Q: 3 clusters Score -4744474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -4744474.500000 Penalty: 5312.363281
	Iteration 59Q: 3 clusters Score -4744474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -4744474.500000 Penalty: 5312.363281
	Iteration 60F: 3 clusters Score -4744474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -39079.140625 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -39079.14 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 230 members 
Entering Unmasked Estep 
Score: -37617.214844 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -37617.21 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37827.679688 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -37827.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37940.492188 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -37940.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37987.285156 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -37987.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38004.585938 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -38004.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38006.753906 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -38006.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38006.753906 Penalty: 3032.386475
	Iteration 6F: 3 clusters Score -38006.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Entering Unmasked Estep 
Score: -541047.625000 Penalty: 2132.221436
	Iteration 0F: 2 clusters Score -541047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -536230.750000 Penalty: 4264.442871
	Iteration 0F: 3 clusters Score -536230.8 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -537472.000000 Penalty: 4264.442871
	Iteration 1F: 3 clusters Score -537472 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -537785.250000 Penalty: 4264.442871
	Iteration 2F: 3 clusters Score -537785.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -538038.062500 Penalty: 4264.442871
	Iteration 3F: 3 clusters Score -538038.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -538259.500000 Penalty: 4264.442871
	Iteration 4Q: 3 clusters Score -538259.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -538451.812500 Penalty: 4264.442871
	Iteration 5Q: 3 clusters Score -538451.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -538598.312500 Penalty: 4264.442871
	Iteration 6Q: 3 clusters Score -538598.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -538736.875000 Penalty: 4264.442871
	Iteration 7Q: 3 clusters Score -538736.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -538846.000000 Penalty: 4264.442871
	Iteration 8Q: 3 clusters Score -538846 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -538925.625000 Penalty: 4264.442871
	Iteration 9Q: 3 clusters Score -538925.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -538996.437500 Penalty: 4264.442871
	Iteration 10Q: 3 clusters Score -538996.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -539072.562500 Penalty: 4264.442871
	Iteration 11Q: 3 clusters Score -539072.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -539144.250000 Penalty: 4264.442871
	Iteration 12Q: 3 clusters Score -539144.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -539213.687500 Penalty: 4264.442871
	Iteration 13Q: 3 clusters Score -539213.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -539284.062500 Penalty: 4264.442871
	Iteration 14Q: 3 clusters Score -539284.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -539355.062500 Penalty: 4264.442871
	Iteration 15Q: 3 clusters Score -539355.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -539412.500000 Penalty: 4264.442871
	Iteration 16Q: 3 clusters Score -539412.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -539454.625000 Penalty: 4264.442871
	Iteration 17Q: 3 clusters Score -539454.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -539487.562500 Penalty: 4264.442871
	Iteration 18Q: 3 clusters Score -539487.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -539512.375000 Penalty: 4264.442871
	Iteration 19Q: 3 clusters Score -539512.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -539543.125000 Penalty: 4264.442871
	Iteration 20F: 3 clusters Score -539543.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -539581.375000 Penalty: 4264.442871
	Iteration 21Q: 3 clusters Score -539581.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -539615.437500 Penalty: 4264.442871
	Iteration 22Q: 3 clusters Score -539615.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -539642.062500 Penalty: 4264.442871
	Iteration 23Q: 3 clusters Score -539642.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -539662.937500 Penalty: 4264.442871
	Iteration 24Q: 3 clusters Score -539662.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -539678.875000 Penalty: 4264.442871
	Iteration 25Q: 3 clusters Score -539678.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -539693.062500 Penalty: 4264.442871
	Iteration 26Q: 3 clusters Score -539693.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -539702.062500 Penalty: 4264.442871
	Iteration 27Q: 3 clusters Score -539702.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -539706.750000 Penalty: 4264.442871
	Iteration 28Q: 3 clusters Score -539706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -539711.500000 Penalty: 4264.442871
	Iteration 29Q: 3 clusters Score -539711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -539714.250000 Penalty: 4264.442871
	Iteration 30Q: 3 clusters Score -539714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -539717.375000 Penalty: 4264.442871
	Iteration 31Q: 3 clusters Score -539717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -539719.875000 Penalty: 4264.442871
	Iteration 32Q: 3 clusters Score -539719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -539720.937500 Penalty: 4264.442871
	Iteration 33Q: 3 clusters Score -539720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -539722.125000 Penalty: 4264.442871
	Iteration 34Q: 3 clusters Score -539722.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -539724.250000 Penalty: 4264.442871
	Iteration 35Q: 3 clusters Score -539724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -539725.062500 Penalty: 4264.442871
	Iteration 36Q: 3 clusters Score -539725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -539724.500000 Penalty: 4264.442871
	Iteration 37Q: 3 clusters Score -539724.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -539724.500000 Penalty: 4264.442871
	Iteration 38F: 3 clusters Score -539724.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (200005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200005 members 
Entering Unmasked Estep 
Score: -20917656.000000 Penalty: 3027.112305
	Iteration 0F: 2 clusters Score -2.091766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -20790318.000000 Penalty: 6054.224609
	Iteration 0F: 3 clusters Score -2.079032e+07 nChanged 96439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108257 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -20847200.000000 Penalty: 6054.224609
	Iteration 1F: 3 clusters Score -2.08472e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113084 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -20849260.000000 Penalty: 6054.224609
	Iteration 2Q: 3 clusters Score -2.084926e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -20852254.000000 Penalty: 6054.224609
	Iteration 3Q: 3 clusters Score -2.085225e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129556 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -20857026.000000 Penalty: 6054.224609
	Iteration 4F: 3 clusters Score -2.085703e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 58314 members 
Entering Unmasked Estep 
Score: -20865028.000000 Penalty: 6054.224609
	Iteration 5F: 3 clusters Score -2.086503e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155215 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -20875252.000000 Penalty: 6054.224609
	Iteration 6F: 3 clusters Score -2.087525e+07 nChanged 13092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167691 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -20886000.000000 Penalty: 6054.224609
	Iteration 7F: 3 clusters Score -2.0886e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177387 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -20894910.000000 Penalty: 6054.224609
	Iteration 8F: 3 clusters Score -2.089491e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183586 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -20900626.000000 Penalty: 6054.224609
	Iteration 9Q: 3 clusters Score -2.090063e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187472 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -20904234.000000 Penalty: 6054.224609
	Iteration 10Q: 3 clusters Score -2.090423e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189943 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -20906420.000000 Penalty: 6054.224609
	Iteration 11Q: 3 clusters Score -2.090642e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191804 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -20907998.000000 Penalty: 6054.224609
	Iteration 12Q: 3 clusters Score -2.0908e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193288 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -20909272.000000 Penalty: 6054.224609
	Iteration 13Q: 3 clusters Score -2.090927e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194448 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -20910330.000000 Penalty: 6054.224609
	Iteration 14Q: 3 clusters Score -2.091033e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195405 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -20911256.000000 Penalty: 6054.224609
	Iteration 15Q: 3 clusters Score -2.091126e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196214 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -20911946.000000 Penalty: 6054.224609
	Iteration 16Q: 3 clusters Score -2.091195e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196829 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -20912438.000000 Penalty: 6054.224609
	Iteration 17Q: 3 clusters Score -2.091244e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197332 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20912942.000000 Penalty: 6054.224609
	Iteration 18Q: 3 clusters Score -2.091294e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197750 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -20913308.000000 Penalty: 6054.224609
	Iteration 19Q: 3 clusters Score -2.091331e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198067 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -20913648.000000 Penalty: 6054.224609
	Iteration 20F: 3 clusters Score -2.091365e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198305 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -20913890.000000 Penalty: 6054.224609
	Iteration 21Q: 3 clusters Score -2.091389e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198490 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -20914090.000000 Penalty: 6054.224609
	Iteration 22Q: 3 clusters Score -2.091409e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198616 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -20914264.000000 Penalty: 6054.224609
	Iteration 23Q: 3 clusters Score -2.091426e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198718 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20914444.000000 Penalty: 6054.224609
	Iteration 24Q: 3 clusters Score -2.091444e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198802 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -20914522.000000 Penalty: 6054.224609
	Iteration 25Q: 3 clusters Score -2.091452e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198868 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -20914592.000000 Penalty: 6054.224609
	Iteration 26Q: 3 clusters Score -2.091459e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198921 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -20914658.000000 Penalty: 6054.224609
	Iteration 27Q: 3 clusters Score -2.091466e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198965 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -20914726.000000 Penalty: 6054.224609
	Iteration 28Q: 3 clusters Score -2.091473e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199009 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20914756.000000 Penalty: 6054.224609
	Iteration 29Q: 3 clusters Score -2.091476e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199048 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -20914798.000000 Penalty: 6054.224609
	Iteration 30Q: 3 clusters Score -2.09148e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199068 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -20914832.000000 Penalty: 6054.224609
	Iteration 31Q: 3 clusters Score -2.091483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199089 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -20914844.000000 Penalty: 6054.224609
	Iteration 32Q: 3 clusters Score -2.091484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199107 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20914870.000000 Penalty: 6054.224609
	Iteration 33Q: 3 clusters Score -2.091487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199117 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20914872.000000 Penalty: 6054.224609
	Iteration 34Q: 3 clusters Score -2.091487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199129 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20914862.000000 Penalty: 6054.224609
	Iteration 35Q: 3 clusters Score -2.091486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199137 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -20914880.000000 Penalty: 6054.224609
	Iteration 36Q: 3 clusters Score -2.091488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199143 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20914894.000000 Penalty: 6054.224609
	Iteration 37Q: 3 clusters Score -2.091489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199152 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -20914904.000000 Penalty: 6054.224609
	Iteration 38Q: 3 clusters Score -2.09149e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199164 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20914916.000000 Penalty: 6054.224609
	Iteration 39Q: 3 clusters Score -2.091492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199170 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20914918.000000 Penalty: 6054.224609
	Iteration 40F: 3 clusters Score -2.091492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199173 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -20914928.000000 Penalty: 6054.224609
	Iteration 41Q: 3 clusters Score -2.091493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199176 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -20914934.000000 Penalty: 6054.224609
	Iteration 42Q: 3 clusters Score -2.091493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199179 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -20914942.000000 Penalty: 6054.224609
	Iteration 43Q: 3 clusters Score -2.091494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199182 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20914940.000000 Penalty: 6054.224609
	Iteration 44Q: 3 clusters Score -2.091494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199186 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20914956.000000 Penalty: 6054.224609
	Iteration 45Q: 3 clusters Score -2.091496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199188 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20914940.000000 Penalty: 6054.224609
	Iteration 46Q: 3 clusters Score -2.091494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199188 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20914940.000000 Penalty: 6054.224609
	Iteration 47F: 3 clusters Score -2.091494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Entering Unmasked Estep 
Score: -3309726.750000 Penalty: 2568.862061
	Iteration 0F: 2 clusters Score -3309727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3288113.500000 Penalty: 5137.724121
	Iteration 0F: 3 clusters Score -3288114 nChanged 14215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3295775.500000 Penalty: 5137.724121
	Iteration 1F: 3 clusters Score -3295776 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3296136.500000 Penalty: 5137.724121
	Iteration 2Q: 3 clusters Score -3296136 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3296442.500000 Penalty: 5137.724121
	Iteration 3Q: 3 clusters Score -3296442 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3296742.000000 Penalty: 5137.724121
	Iteration 4Q: 3 clusters Score -3296742 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3297065.000000 Penalty: 5137.724121
	Iteration 5Q: 3 clusters Score -3297065 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3297480.750000 Penalty: 5137.724121
	Iteration 6Q: 3 clusters Score -3297481 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3298053.000000 Penalty: 5137.724121
	Iteration 7Q: 3 clusters Score -3298053 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3298848.500000 Penalty: 5137.724121
	Iteration 8Q: 3 clusters Score -3298848 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3300030.500000 Penalty: 5137.724121
	Iteration 9Q: 3 clusters Score -3300030 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3301522.750000 Penalty: 5137.724121
	Iteration 10F: 3 clusters Score -3301523 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3303098.500000 Penalty: 5137.724121
	Iteration 11F: 3 clusters Score -3303098 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3304491.750000 Penalty: 5137.724121
	Iteration 12F: 3 clusters Score -3304492 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3305470.750000 Penalty: 5137.724121
	Iteration 13Q: 3 clusters Score -3305471 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3306124.750000 Penalty: 5137.724121
	Iteration 14Q: 3 clusters Score -3306125 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3306565.250000 Penalty: 5137.724121
	Iteration 15Q: 3 clusters Score -3306565 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3306843.250000 Penalty: 5137.724121
	Iteration 16Q: 3 clusters Score -3306843 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3307020.250000 Penalty: 5137.724121
	Iteration 17Q: 3 clusters Score -3307020 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3307156.750000 Penalty: 5137.724121
	Iteration 18Q: 3 clusters Score -3307157 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3307244.250000 Penalty: 5137.724121
	Iteration 19Q: 3 clusters Score -3307244 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3307300.750000 Penalty: 5137.724121
	Iteration 20F: 3 clusters Score -3307301 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3307358.250000 Penalty: 5137.724121
	Iteration 21Q: 3 clusters Score -3307358 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3307394.000000 Penalty: 5137.724121
	Iteration 22Q: 3 clusters Score -3307394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3307428.000000 Penalty: 5137.724121
	Iteration 23Q: 3 clusters Score -3307428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3307453.000000 Penalty: 5137.724121
	Iteration 24Q: 3 clusters Score -3307453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3307468.500000 Penalty: 5137.724121
	Iteration 25Q: 3 clusters Score -3307468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3307495.500000 Penalty: 5137.724121
	Iteration 26Q: 3 clusters Score -3307496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3307513.000000 Penalty: 5137.724121
	Iteration 27Q: 3 clusters Score -3307513 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3307548.500000 Penalty: 5137.724121
	Iteration 28Q: 3 clusters Score -3307548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3307562.500000 Penalty: 5137.724121
	Iteration 29Q: 3 clusters Score -3307562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3307571.000000 Penalty: 5137.724121
	Iteration 30Q: 3 clusters Score -3307571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3307582.250000 Penalty: 5137.724121
	Iteration 31Q: 3 clusters Score -3307582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3307590.250000 Penalty: 5137.724121
	Iteration 32Q: 3 clusters Score -3307590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3307596.750000 Penalty: 5137.724121
	Iteration 33Q: 3 clusters Score -3307597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3307603.750000 Penalty: 5137.724121
	Iteration 34Q: 3 clusters Score -3307604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3307611.250000 Penalty: 5137.724121
	Iteration 35Q: 3 clusters Score -3307611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3307621.750000 Penalty: 5137.724121
	Iteration 36Q: 3 clusters Score -3307622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3307632.250000 Penalty: 5137.724121
	Iteration 37Q: 3 clusters Score -3307632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3307644.750000 Penalty: 5137.724121
	Iteration 38Q: 3 clusters Score -3307645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3307653.000000 Penalty: 5137.724121
	Iteration 39Q: 3 clusters Score -3307653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3307651.000000 Penalty: 5137.724121
	Iteration 40F: 3 clusters Score -3307651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3307653.250000 Penalty: 5137.724121
	Iteration 41Q: 3 clusters Score -3307653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3307660.500000 Penalty: 5137.724121
	Iteration 42Q: 3 clusters Score -3307660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3307661.000000 Penalty: 5137.724121
	Iteration 43Q: 3 clusters Score -3307661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3307664.750000 Penalty: 5137.724121
	Iteration 44Q: 3 clusters Score -3307665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3307668.250000 Penalty: 5137.724121
	Iteration 45Q: 3 clusters Score -3307668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3307674.750000 Penalty: 5137.724121
	Iteration 46Q: 3 clusters Score -3307675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3307676.250000 Penalty: 5137.724121
	Iteration 47Q: 3 clusters Score -3307676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3307683.000000 Penalty: 5137.724121
	Iteration 48Q: 3 clusters Score -3307683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3307686.250000 Penalty: 5137.724121
	Iteration 49Q: 3 clusters Score -3307686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3307686.750000 Penalty: 5137.724121
	Iteration 50Q: 3 clusters Score -3307687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3307687.000000 Penalty: 5137.724121
	Iteration 51Q: 3 clusters Score -3307687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3307687.000000 Penalty: 5137.724121
	Iteration 52F: 3 clusters Score -3307687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Entering Unmasked Estep 
Score: -5065342.000000 Penalty: 2681.333008
	Iteration 0F: 2 clusters Score -5065342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -5031841.000000 Penalty: 5362.666016
	Iteration 0F: 3 clusters Score -5031841 nChanged 22994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -5044588.000000 Penalty: 5362.666016
	Iteration 1F: 3 clusters Score -5044588 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -5045019.500000 Penalty: 5362.666016
	Iteration 2Q: 3 clusters Score -5045020 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5045418.000000 Penalty: 5362.666016
	Iteration 3Q: 3 clusters Score -5045418 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -5045809.000000 Penalty: 5362.666016
	Iteration 4Q: 3 clusters Score -5045809 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -5046289.500000 Penalty: 5362.666016
	Iteration 5Q: 3 clusters Score -5046290 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -5046888.000000 Penalty: 5362.666016
	Iteration 6Q: 3 clusters Score -5046888 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -5047687.500000 Penalty: 5362.666016
	Iteration 7Q: 3 clusters Score -5047688 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -5048979.000000 Penalty: 5362.666016
	Iteration 8Q: 3 clusters Score -5048979 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5050971.500000 Penalty: 5362.666016
	Iteration 9F: 3 clusters Score -5050972 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -5053817.000000 Penalty: 5362.666016
	Iteration 10F: 3 clusters Score -5053817 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5056920.000000 Penalty: 5362.666016
	Iteration 11F: 3 clusters Score -5056920 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -5059746.000000 Penalty: 5362.666016
	Iteration 12F: 3 clusters Score -5059746 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -5061477.500000 Penalty: 5362.666016
	Iteration 13Q: 3 clusters Score -5061478 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -5062249.000000 Penalty: 5362.666016
	Iteration 14Q: 3 clusters Score -5062249 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -5062588.500000 Penalty: 5362.666016
	Iteration 15Q: 3 clusters Score -5062588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -5062765.500000 Penalty: 5362.666016
	Iteration 16Q: 3 clusters Score -5062766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -5062862.000000 Penalty: 5362.666016
	Iteration 17Q: 3 clusters Score -5062862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -5062895.000000 Penalty: 5362.666016
	Iteration 18Q: 3 clusters Score -5062895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -5062932.000000 Penalty: 5362.666016
	Iteration 19Q: 3 clusters Score -5062932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -5062951.500000 Penalty: 5362.666016
	Iteration 20F: 3 clusters Score -5062952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -5062963.000000 Penalty: 5362.666016
	Iteration 21Q: 3 clusters Score -5062963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -5062985.500000 Penalty: 5362.666016
	Iteration 22Q: 3 clusters Score -5062986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -5063007.000000 Penalty: 5362.666016
	Iteration 23Q: 3 clusters Score -5063007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -5063027.500000 Penalty: 5362.666016
	Iteration 24Q: 3 clusters Score -5063028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -5063034.000000 Penalty: 5362.666016
	Iteration 25Q: 3 clusters Score -5063034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -5063046.000000 Penalty: 5362.666016
	Iteration 26Q: 3 clusters Score -5063046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -5063050.500000 Penalty: 5362.666016
	Iteration 27Q: 3 clusters Score -5063050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -5063061.000000 Penalty: 5362.666016
	Iteration 28Q: 3 clusters Score -5063061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -5063064.000000 Penalty: 5362.666016
	Iteration 29Q: 3 clusters Score -5063064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -5063061.000000 Penalty: 5362.666016
	Iteration 30Q: 3 clusters Score -5063061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -5063059.500000 Penalty: 5362.666016
	Iteration 31Q: 3 clusters Score -5063060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -5063064.000000 Penalty: 5362.666016
	Iteration 32Q: 3 clusters Score -5063064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -5063062.500000 Penalty: 5362.666016
	Iteration 33Q: 3 clusters Score -5063062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -5063061.500000 Penalty: 5362.666016
	Iteration 34Q: 3 clusters Score -5063062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -5063065.500000 Penalty: 5362.666016
	Iteration 35Q: 3 clusters Score -5063066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -5063071.000000 Penalty: 5362.666016
	Iteration 36Q: 3 clusters Score -5063071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -5063072.000000 Penalty: 5362.666016
	Iteration 37Q: 3 clusters Score -5063072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -5063072.000000 Penalty: 5362.666016
	Iteration 38F: 3 clusters Score -5063072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Entering Unmasked Estep 
Score: -1657371.500000 Penalty: 2393.139404
	Iteration 0F: 2 clusters Score -1657372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1646223.250000 Penalty: 4786.278809
	Iteration 0F: 3 clusters Score -1646223 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1649738.500000 Penalty: 4786.278809
	Iteration 1F: 3 clusters Score -1649738 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1650116.000000 Penalty: 4786.278809
	Iteration 2F: 3 clusters Score -1650116 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1650449.000000 Penalty: 4786.278809
	Iteration 3F: 3 clusters Score -1650449 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1650736.375000 Penalty: 4786.278809
	Iteration 4Q: 3 clusters Score -1650736 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1651048.125000 Penalty: 4786.278809
	Iteration 5Q: 3 clusters Score -1651048 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1651403.625000 Penalty: 4786.278809
	Iteration 6Q: 3 clusters Score -1651404 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1651817.500000 Penalty: 4786.278809
	Iteration 7Q: 3 clusters Score -1651818 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1652265.625000 Penalty: 4786.278809
	Iteration 8Q: 3 clusters Score -1652266 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1652827.250000 Penalty: 4786.278809
	Iteration 9F: 3 clusters Score -1652827 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1653446.500000 Penalty: 4786.278809
	Iteration 10Q: 3 clusters Score -1653446 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1654035.125000 Penalty: 4786.278809
	Iteration 11Q: 3 clusters Score -1654035 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1654371.500000 Penalty: 4786.278809
	Iteration 12Q: 3 clusters Score -1654372 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1654499.375000 Penalty: 4786.278809
	Iteration 13Q: 3 clusters Score -1654499 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1654560.750000 Penalty: 4786.278809
	Iteration 14Q: 3 clusters Score -1654561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1654606.375000 Penalty: 4786.278809
	Iteration 15Q: 3 clusters Score -1654606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1654645.750000 Penalty: 4786.278809
	Iteration 16Q: 3 clusters Score -1654646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1654671.250000 Penalty: 4786.278809
	Iteration 17Q: 3 clusters Score -1654671 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1654694.375000 Penalty: 4786.278809
	Iteration 18Q: 3 clusters Score -1654694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1654704.750000 Penalty: 4786.278809
	Iteration 19Q: 3 clusters Score -1654705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1654713.250000 Penalty: 4786.278809
	Iteration 20F: 3 clusters Score -1654713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1654726.500000 Penalty: 4786.278809
	Iteration 21Q: 3 clusters Score -1654726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1654737.875000 Penalty: 4786.278809
	Iteration 22Q: 3 clusters Score -1654738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1654747.125000 Penalty: 4786.278809
	Iteration 23Q: 3 clusters Score -1654747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1654756.875000 Penalty: 4786.278809
	Iteration 24Q: 3 clusters Score -1654757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1654761.500000 Penalty: 4786.278809
	Iteration 25Q: 3 clusters Score -1654762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1654771.625000 Penalty: 4786.278809
	Iteration 26Q: 3 clusters Score -1654772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1654778.625000 Penalty: 4786.278809
	Iteration 27Q: 3 clusters Score -1654779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1654784.750000 Penalty: 4786.278809
	Iteration 28Q: 3 clusters Score -1654785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1654794.500000 Penalty: 4786.278809
	Iteration 29Q: 3 clusters Score -1654794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1654796.375000 Penalty: 4786.278809
	Iteration 30Q: 3 clusters Score -1654796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1654803.875000 Penalty: 4786.278809
	Iteration 31Q: 3 clusters Score -1654804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1654809.375000 Penalty: 4786.278809
	Iteration 32Q: 3 clusters Score -1654809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1654813.000000 Penalty: 4786.278809
	Iteration 33Q: 3 clusters Score -1654813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1654820.875000 Penalty: 4786.278809
	Iteration 34Q: 3 clusters Score -1654821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1654826.875000 Penalty: 4786.278809
	Iteration 35Q: 3 clusters Score -1654827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1654830.750000 Penalty: 4786.278809
	Iteration 36Q: 3 clusters Score -1654831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1654833.875000 Penalty: 4786.278809
	Iteration 37Q: 3 clusters Score -1654834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1654839.250000 Penalty: 4786.278809
	Iteration 38Q: 3 clusters Score -1654839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1654844.250000 Penalty: 4786.278809
	Iteration 39Q: 3 clusters Score -1654844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1654848.000000 Penalty: 4786.278809
	Iteration 40F: 3 clusters Score -1654848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1654849.500000 Penalty: 4786.278809
	Iteration 41Q: 3 clusters Score -1654850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1654856.375000 Penalty: 4786.278809
	Iteration 42Q: 3 clusters Score -1654856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1654865.500000 Penalty: 4786.278809
	Iteration 43Q: 3 clusters Score -1654866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1654860.500000 Penalty: 4786.278809
	Iteration 44Q: 3 clusters Score -1654860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1654864.500000 Penalty: 4786.278809
	Iteration 45Q: 3 clusters Score -1654864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1654871.500000 Penalty: 4786.278809
	Iteration 46Q: 3 clusters Score -1654872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1654874.875000 Penalty: 4786.278809
	Iteration 47Q: 3 clusters Score -1654875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1654876.500000 Penalty: 4786.278809
	Iteration 48Q: 3 clusters Score -1654876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1654881.500000 Penalty: 4786.278809
	Iteration 49Q: 3 clusters Score -1654882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1654885.875000 Penalty: 4786.278809
	Iteration 50Q: 3 clusters Score -1654886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1654890.250000 Penalty: 4786.278809
	Iteration 51Q: 3 clusters Score -1654890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1654895.625000 Penalty: 4786.278809
	Iteration 52Q: 3 clusters Score -1654896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1654891.250000 Penalty: 4786.278809
	Iteration 53Q: 3 clusters Score -1654891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1654899.500000 Penalty: 4786.278809
	Iteration 54Q: 3 clusters Score -1654900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1654905.375000 Penalty: 4786.278809
	Iteration 55Q: 3 clusters Score -1654905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1654913.250000 Penalty: 4786.278809
	Iteration 56Q: 3 clusters Score -1654913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1654915.000000 Penalty: 4786.278809
	Iteration 57Q: 3 clusters Score -1654915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1654916.625000 Penalty: 4786.278809
	Iteration 58Q: 3 clusters Score -1654917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1654923.500000 Penalty: 4786.278809
	Iteration 59Q: 3 clusters Score -1654924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1654926.125000 Penalty: 4786.278809
	Iteration 60F: 3 clusters Score -1654926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1654928.250000 Penalty: 4786.278809
	Iteration 61Q: 3 clusters Score -1654928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1654937.375000 Penalty: 4786.278809
	Iteration 62Q: 3 clusters Score -1654937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1654946.000000 Penalty: 4786.278809
	Iteration 63Q: 3 clusters Score -1654946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1654956.875000 Penalty: 4786.278809
	Iteration 64Q: 3 clusters Score -1654957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1654962.500000 Penalty: 4786.278809
	Iteration 65Q: 3 clusters Score -1654962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1654968.625000 Penalty: 4786.278809
	Iteration 66Q: 3 clusters Score -1654969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1654977.875000 Penalty: 4786.278809
	Iteration 67Q: 3 clusters Score -1654978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1654984.500000 Penalty: 4786.278809
	Iteration 68Q: 3 clusters Score -1654984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1654987.500000 Penalty: 4786.278809
	Iteration 69Q: 3 clusters Score -1654988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1654996.250000 Penalty: 4786.278809
	Iteration 70Q: 3 clusters Score -1654996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1655006.875000 Penalty: 4786.278809
	Iteration 71Q: 3 clusters Score -1655007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1655011.375000 Penalty: 4786.278809
	Iteration 72Q: 3 clusters Score -1655011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1655013.750000 Penalty: 4786.278809
	Iteration 73Q: 3 clusters Score -1655014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1655020.500000 Penalty: 4786.278809
	Iteration 74Q: 3 clusters Score -1655020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1655025.000000 Penalty: 4786.278809
	Iteration 75Q: 3 clusters Score -1655025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1655031.000000 Penalty: 4786.278809
	Iteration 76Q: 3 clusters Score -1655031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1655040.375000 Penalty: 4786.278809
	Iteration 77Q: 3 clusters Score -1655040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1655044.375000 Penalty: 4786.278809
	Iteration 78Q: 3 clusters Score -1655044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1655054.250000 Penalty: 4786.278809
	Iteration 79Q: 3 clusters Score -1655054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1655059.625000 Penalty: 4786.278809
	Iteration 80F: 3 clusters Score -1655060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1655064.000000 Penalty: 4786.278809
	Iteration 81Q: 3 clusters Score -1655064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1655067.000000 Penalty: 4786.278809
	Iteration 82Q: 3 clusters Score -1655067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1655069.625000 Penalty: 4786.278809
	Iteration 83Q: 3 clusters Score -1655070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1655073.250000 Penalty: 4786.278809
	Iteration 84Q: 3 clusters Score -1655073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1655075.750000 Penalty: 4786.278809
	Iteration 85Q: 3 clusters Score -1655076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1655075.000000 Penalty: 4786.278809
	Iteration 86Q: 3 clusters Score -1655075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1655074.375000 Penalty: 4786.278809
	Iteration 87Q: 3 clusters Score -1655074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1655080.875000 Penalty: 4786.278809
	Iteration 88Q: 3 clusters Score -1655081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1655082.000000 Penalty: 4786.278809
	Iteration 89Q: 3 clusters Score -1655082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1655087.750000 Penalty: 4786.278809
	Iteration 90Q: 3 clusters Score -1655088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1655091.750000 Penalty: 4786.278809
	Iteration 91Q: 3 clusters Score -1655092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1655093.250000 Penalty: 4786.278809
	Iteration 92Q: 3 clusters Score -1655093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1655094.250000 Penalty: 4786.278809
	Iteration 93Q: 3 clusters Score -1655094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1655098.125000 Penalty: 4786.278809
	Iteration 94Q: 3 clusters Score -1655098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1655108.250000 Penalty: 4786.278809
	Iteration 95Q: 3 clusters Score -1655108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1655110.250000 Penalty: 4786.278809
	Iteration 96Q: 3 clusters Score -1655110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1655118.875000 Penalty: 4786.278809
	Iteration 97Q: 3 clusters Score -1655119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1655124.250000 Penalty: 4786.278809
	Iteration 98Q: 3 clusters Score -1655124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1655128.625000 Penalty: 4786.278809
	Iteration 99Q: 3 clusters Score -1655129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1655135.250000 Penalty: 4786.278809
	Iteration 100F: 3 clusters Score -1655135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1655145.500000 Penalty: 4786.278809
	Iteration 101Q: 3 clusters Score -1655146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1655154.500000 Penalty: 4786.278809
	Iteration 102Q: 3 clusters Score -1655154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1655167.625000 Penalty: 4786.278809
	Iteration 103Q: 3 clusters Score -1655168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1655169.125000 Penalty: 4786.278809
	Iteration 104Q: 3 clusters Score -1655169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1655176.875000 Penalty: 4786.278809
	Iteration 105Q: 3 clusters Score -1655177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1655189.875000 Penalty: 4786.278809
	Iteration 106Q: 3 clusters Score -1655190 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1655194.500000 Penalty: 4786.278809
	Iteration 107Q: 3 clusters Score -1655194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1655202.875000 Penalty: 4786.278809
	Iteration 108Q: 3 clusters Score -1655203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1655211.250000 Penalty: 4786.278809
	Iteration 109Q: 3 clusters Score -1655211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1655225.750000 Penalty: 4786.278809
	Iteration 110Q: 3 clusters Score -1655226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1655242.875000 Penalty: 4786.278809
	Iteration 111Q: 3 clusters Score -1655243 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1655253.000000 Penalty: 4786.278809
	Iteration 112Q: 3 clusters Score -1655253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1655269.250000 Penalty: 4786.278809
	Iteration 113Q: 3 clusters Score -1655269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1655286.750000 Penalty: 4786.278809
	Iteration 114Q: 3 clusters Score -1655287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1655298.375000 Penalty: 4786.278809
	Iteration 115Q: 3 clusters Score -1655298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1655311.500000 Penalty: 4786.278809
	Iteration 116Q: 3 clusters Score -1655312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1655314.750000 Penalty: 4786.278809
	Iteration 117Q: 3 clusters Score -1655315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1655327.250000 Penalty: 4786.278809
	Iteration 118Q: 3 clusters Score -1655327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1655337.625000 Penalty: 4786.278809
	Iteration 119Q: 3 clusters Score -1655338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1655346.750000 Penalty: 4786.278809
	Iteration 120F: 3 clusters Score -1655347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1655352.000000 Penalty: 4786.278809
	Iteration 121Q: 3 clusters Score -1655352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1655366.625000 Penalty: 4786.278809
	Iteration 122Q: 3 clusters Score -1655367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1655376.625000 Penalty: 4786.278809
	Iteration 123Q: 3 clusters Score -1655377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1655386.125000 Penalty: 4786.278809
	Iteration 124Q: 3 clusters Score -1655386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1655388.250000 Penalty: 4786.278809
	Iteration 125Q: 3 clusters Score -1655388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1655393.000000 Penalty: 4786.278809
	Iteration 126Q: 3 clusters Score -1655393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1655393.625000 Penalty: 4786.278809
	Iteration 127Q: 3 clusters Score -1655394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1655403.500000 Penalty: 4786.278809
	Iteration 128Q: 3 clusters Score -1655404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1655411.000000 Penalty: 4786.278809
	Iteration 129Q: 3 clusters Score -1655411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1655414.625000 Penalty: 4786.278809
	Iteration 130Q: 3 clusters Score -1655415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1655421.500000 Penalty: 4786.278809
	Iteration 131Q: 3 clusters Score -1655422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1655424.375000 Penalty: 4786.278809
	Iteration 132Q: 3 clusters Score -1655424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1655427.000000 Penalty: 4786.278809
	Iteration 133Q: 3 clusters Score -1655427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1655428.375000 Penalty: 4786.278809
	Iteration 134Q: 3 clusters Score -1655428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1655429.750000 Penalty: 4786.278809
	Iteration 135Q: 3 clusters Score -1655430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1655434.750000 Penalty: 4786.278809
	Iteration 136Q: 3 clusters Score -1655435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1655432.625000 Penalty: 4786.278809
	Iteration 137Q: 3 clusters Score -1655433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1655437.625000 Penalty: 4786.278809
	Iteration 138Q: 3 clusters Score -1655438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1655439.125000 Penalty: 4786.278809
	Iteration 139Q: 3 clusters Score -1655439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1655443.750000 Penalty: 4786.278809
	Iteration 140F: 3 clusters Score -1655444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1655443.000000 Penalty: 4786.278809
	Iteration 141Q: 3 clusters Score -1655443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1655447.500000 Penalty: 4786.278809
	Iteration 142Q: 3 clusters Score -1655448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1655449.875000 Penalty: 4786.278809
	Iteration 143Q: 3 clusters Score -1655450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1655452.125000 Penalty: 4786.278809
	Iteration 144Q: 3 clusters Score -1655452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1655453.375000 Penalty: 4786.278809
	Iteration 145Q: 3 clusters Score -1655453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1655454.500000 Penalty: 4786.278809
	Iteration 146Q: 3 clusters Score -1655454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1655452.875000 Penalty: 4786.278809
	Iteration 147Q: 3 clusters Score -1655453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1655452.875000 Penalty: 4786.278809
	Iteration 148F: 3 clusters Score -1655453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Entering Unmasked Estep 
Score: -7234392.000000 Penalty: 2761.902344
	Iteration 0F: 2 clusters Score -7234392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -7188098.500000 Penalty: 5523.804688
	Iteration 0F: 3 clusters Score -7188098 nChanged 32201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -7206587.500000 Penalty: 5523.804688
	Iteration 1F: 3 clusters Score -7206588 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -7207399.500000 Penalty: 5523.804688
	Iteration 2Q: 3 clusters Score -7207400 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -7208385.000000 Penalty: 5523.804688
	Iteration 3Q: 3 clusters Score -7208385 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -7209833.500000 Penalty: 5523.804688
	Iteration 4Q: 3 clusters Score -7209834 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -7211846.000000 Penalty: 5523.804688
	Iteration 5F: 3 clusters Score -7211846 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -7214885.000000 Penalty: 5523.804688
	Iteration 6F: 3 clusters Score -7214885 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -7218603.500000 Penalty: 5523.804688
	Iteration 7F: 3 clusters Score -7218604 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -7222107.500000 Penalty: 5523.804688
	Iteration 8F: 3 clusters Score -7222108 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -7224793.000000 Penalty: 5523.804688
	Iteration 9F: 3 clusters Score -7224793 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -7226407.500000 Penalty: 5523.804688
	Iteration 10Q: 3 clusters Score -7226408 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -7227183.000000 Penalty: 5523.804688
	Iteration 11Q: 3 clusters Score -7227183 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -7227775.000000 Penalty: 5523.804688
	Iteration 12Q: 3 clusters Score -7227775 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -7228292.000000 Penalty: 5523.804688
	Iteration 13Q: 3 clusters Score -7228292 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -7228678.500000 Penalty: 5523.804688
	Iteration 14Q: 3 clusters Score -7228678 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -7229117.000000 Penalty: 5523.804688
	Iteration 15Q: 3 clusters Score -7229117 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -7229464.500000 Penalty: 5523.804688
	Iteration 16Q: 3 clusters Score -7229464 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -7229780.500000 Penalty: 5523.804688
	Iteration 17Q: 3 clusters Score -7229780 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -7230103.000000 Penalty: 5523.804688
	Iteration 18Q: 3 clusters Score -7230103 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -7230358.500000 Penalty: 5523.804688
	Iteration 19Q: 3 clusters Score -7230358 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -7230637.000000 Penalty: 5523.804688
	Iteration 20F: 3 clusters Score -7230637 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -7230795.000000 Penalty: 5523.804688
	Iteration 21Q: 3 clusters Score -7230795 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -7230930.500000 Penalty: 5523.804688
	Iteration 22Q: 3 clusters Score -7230930 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -7231105.000000 Penalty: 5523.804688
	Iteration 23Q: 3 clusters Score -7231105 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -7231244.000000 Penalty: 5523.804688
	Iteration 24Q: 3 clusters Score -7231244 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -7231405.500000 Penalty: 5523.804688
	Iteration 25Q: 3 clusters Score -7231406 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64312 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7231507.500000 Penalty: 5523.804688
	Iteration 26Q: 3 clusters Score -7231508 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7231593.000000 Penalty: 5523.804688
	Iteration 27Q: 3 clusters Score -7231593 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7231662.000000 Penalty: 5523.804688
	Iteration 28Q: 3 clusters Score -7231662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65157 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7231763.000000 Penalty: 5523.804688
	Iteration 29Q: 3 clusters Score -7231763 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7231816.000000 Penalty: 5523.804688
	Iteration 30Q: 3 clusters Score -7231816 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7231889.500000 Penalty: 5523.804688
	Iteration 31Q: 3 clusters Score -7231890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7231930.500000 Penalty: 5523.804688
	Iteration 32Q: 3 clusters Score -7231930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65836 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7231981.500000 Penalty: 5523.804688
	Iteration 33Q: 3 clusters Score -7231982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7232010.500000 Penalty: 5523.804688
	Iteration 34Q: 3 clusters Score -7232010 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7232039.500000 Penalty: 5523.804688
	Iteration 35Q: 3 clusters Score -7232040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7232071.000000 Penalty: 5523.804688
	Iteration 36Q: 3 clusters Score -7232071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7232089.500000 Penalty: 5523.804688
	Iteration 37Q: 3 clusters Score -7232090 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7232114.500000 Penalty: 5523.804688
	Iteration 38Q: 3 clusters Score -7232114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66389 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7232131.500000 Penalty: 5523.804688
	Iteration 39Q: 3 clusters Score -7232132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7232156.000000 Penalty: 5523.804688
	Iteration 40F: 3 clusters Score -7232156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -7232149.500000 Penalty: 5523.804688
	Iteration 41Q: 3 clusters Score -7232150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66582 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7232156.500000 Penalty: 5523.804688
	Iteration 42Q: 3 clusters Score -7232156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7232172.000000 Penalty: 5523.804688
	Iteration 43Q: 3 clusters Score -7232172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7232193.000000 Penalty: 5523.804688
	Iteration 44Q: 3 clusters Score -7232193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7232203.000000 Penalty: 5523.804688
	Iteration 45Q: 3 clusters Score -7232203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7232218.500000 Penalty: 5523.804688
	Iteration 46Q: 3 clusters Score -7232218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7232220.500000 Penalty: 5523.804688
	Iteration 47Q: 3 clusters Score -7232220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7232239.500000 Penalty: 5523.804688
	Iteration 48Q: 3 clusters Score -7232240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7232234.000000 Penalty: 5523.804688
	Iteration 49Q: 3 clusters Score -7232234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7232241.000000 Penalty: 5523.804688
	Iteration 50Q: 3 clusters Score -7232241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7232235.000000 Penalty: 5523.804688
	Iteration 51Q: 3 clusters Score -7232235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66880 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7232233.500000 Penalty: 5523.804688
	Iteration 52Q: 3 clusters Score -7232234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7232243.500000 Penalty: 5523.804688
	Iteration 53Q: 3 clusters Score -7232244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66903 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7232246.000000 Penalty: 5523.804688
	Iteration 54Q: 3 clusters Score -7232246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7232245.500000 Penalty: 5523.804688
	Iteration 55Q: 3 clusters Score -7232246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7232244.500000 Penalty: 5523.804688
	Iteration 56Q: 3 clusters Score -7232244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7232252.000000 Penalty: 5523.804688
	Iteration 57Q: 3 clusters Score -7232252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7232242.500000 Penalty: 5523.804688
	Iteration 58Q: 3 clusters Score -7232242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66929 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7232239.500000 Penalty: 5523.804688
	Iteration 59Q: 3 clusters Score -7232240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7232235.500000 Penalty: 5523.804688
	Iteration 60F: 3 clusters Score -7232236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7232235.000000 Penalty: 5523.804688
	Iteration 61Q: 3 clusters Score -7232235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66949 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7232234.000000 Penalty: 5523.804688
	Iteration 62Q: 3 clusters Score -7232234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7232232.000000 Penalty: 5523.804688
	Iteration 63Q: 3 clusters Score -7232232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7232229.500000 Penalty: 5523.804688
	Iteration 64Q: 3 clusters Score -7232230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7232231.000000 Penalty: 5523.804688
	Iteration 65Q: 3 clusters Score -7232231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7232232.500000 Penalty: 5523.804688
	Iteration 66Q: 3 clusters Score -7232232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66958 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7232232.500000 Penalty: 5523.804688
	Iteration 67F: 3 clusters Score -7232232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218861 members 
Mstep: Class 4 contains 15423 members 
Mstep: Class 5 contains 4259 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44820 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200005 members 
Mstep: Class 15 contains 31518 members 
Mstep: Class 16 contains 49604 members 
Mstep: Class 18 contains 15518 members 
Mstep: Class 19 contains 68645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 53300.515625
Iteration 439Q: 17 clusters Score -7.005455e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218881 members 
Mstep: Class 4 contains 15419 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44829 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200012 members 
Mstep: Class 15 contains 31523 members 
Mstep: Class 16 contains 49607 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 68607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 440F: 17 clusters Score -7.005458e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218899 members 
Mstep: Class 4 contains 15418 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44832 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200032 members 
Mstep: Class 15 contains 31528 members 
Mstep: Class 16 contains 49608 members 
Mstep: Class 18 contains 15517 members 
Mstep: Class 19 contains 68562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 441Q: 17 clusters Score -7.005458e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218922 members 
Mstep: Class 4 contains 15416 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44835 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200047 members 
Mstep: Class 15 contains 31532 members 
Mstep: Class 16 contains 49609 members 
Mstep: Class 18 contains 15518 members 
Mstep: Class 19 contains 68515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054568.000000 Penalty: 53300.515625
Iteration 442Q: 17 clusters Score -7.005457e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218942 members 
Mstep: Class 4 contains 15412 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44840 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200075 members 
Mstep: Class 15 contains 31534 members 
Mstep: Class 16 contains 49612 members 
Mstep: Class 18 contains 15519 members 
Mstep: Class 19 contains 68462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054616.000000 Penalty: 53300.515625
Iteration 443Q: 17 clusters Score -7.005462e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218962 members 
Mstep: Class 4 contains 15406 members 
Mstep: Class 5 contains 4256 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44844 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200100 members 
Mstep: Class 15 contains 31537 members 
Mstep: Class 16 contains 49616 members 
Mstep: Class 18 contains 15519 members 
Mstep: Class 19 contains 68414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054536.000000 Penalty: 53300.515625
Iteration 444Q: 17 clusters Score -7.005454e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218964 members 
Mstep: Class 4 contains 15399 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44846 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200133 members 
Mstep: Class 15 contains 31543 members 
Mstep: Class 16 contains 49619 members 
Mstep: Class 18 contains 15519 members 
Mstep: Class 19 contains 68379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054544.000000 Penalty: 53300.515625
Iteration 445Q: 17 clusters Score -7.005454e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218972 members 
Mstep: Class 4 contains 15395 members 
Mstep: Class 5 contains 4255 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44855 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200149 members 
Mstep: Class 15 contains 31542 members 
Mstep: Class 16 contains 49622 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 68347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054608.000000 Penalty: 53300.515625
Iteration 446Q: 17 clusters Score -7.005461e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218982 members 
Mstep: Class 4 contains 15394 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44860 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200160 members 
Mstep: Class 15 contains 31540 members 
Mstep: Class 16 contains 49626 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 68321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 447Q: 17 clusters Score -7.005458e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218978 members 
Mstep: Class 4 contains 15392 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44866 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200174 members 
Mstep: Class 15 contains 31542 members 
Mstep: Class 16 contains 49631 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 68302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054584.000000 Penalty: 53300.515625
Iteration 448Q: 17 clusters Score -7.005458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218983 members 
Mstep: Class 4 contains 15391 members 
Mstep: Class 5 contains 4251 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44869 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200190 members 
Mstep: Class 15 contains 31543 members 
Mstep: Class 16 contains 49633 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 68279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 449Q: 17 clusters Score -7.005458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218975 members 
Mstep: Class 4 contains 15387 members 
Mstep: Class 5 contains 4250 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44876 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5419 members 
Mstep: Class 12 contains 200213 members 
Mstep: Class 15 contains 31545 members 
Mstep: Class 16 contains 49639 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 68252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054512.000000 Penalty: 53300.515625
Iteration 450Q: 17 clusters Score -7.005451e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 218987 members 
Mstep: Class 4 contains 15381 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44878 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5418 members 
Mstep: Class 12 contains 200231 members 
Mstep: Class 15 contains 31546 members 
Mstep: Class 16 contains 49639 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 68228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054576.000000 Penalty: 53300.515625
Iteration 451Q: 17 clusters Score -7.005458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 219002 members 
Mstep: Class 4 contains 15375 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44881 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5417 members 
Mstep: Class 12 contains 200248 members 
Mstep: Class 15 contains 31549 members 
Mstep: Class 16 contains 49640 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 68198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054512.000000 Penalty: 53300.515625
Iteration 452Q: 17 clusters Score -7.005451e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 219017 members 
Mstep: Class 4 contains 15371 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44882 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200257 members 
Mstep: Class 15 contains 31550 members 
Mstep: Class 16 contains 49644 members 
Mstep: Class 18 contains 15521 members 
Mstep: Class 19 contains 68173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054496.000000 Penalty: 53300.515625
Iteration 453Q: 17 clusters Score -7.00545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 833 members 
Mstep: Class 3 contains 219028 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44886 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200266 members 
Mstep: Class 15 contains 31552 members 
Mstep: Class 16 contains 49649 members 
Mstep: Class 18 contains 15520 members 
Mstep: Class 19 contains 68150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054392.000000 Penalty: 53300.515625
Iteration 454Q: 17 clusters Score -7.005439e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219031 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44887 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200283 members 
Mstep: Class 15 contains 31551 members 
Mstep: Class 16 contains 49651 members 
Mstep: Class 18 contains 15521 members 
Mstep: Class 19 contains 68126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054416.000000 Penalty: 53300.515625
Iteration 455Q: 17 clusters Score -7.005442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219030 members 
Mstep: Class 4 contains 15366 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44886 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200294 members 
Mstep: Class 15 contains 31551 members 
Mstep: Class 16 contains 49654 members 
Mstep: Class 18 contains 15521 members 
Mstep: Class 19 contains 68112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054424.000000 Penalty: 53300.515625
Iteration 456Q: 17 clusters Score -7.005442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219041 members 
Mstep: Class 4 contains 15365 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44883 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200306 members 
Mstep: Class 15 contains 31551 members 
Mstep: Class 16 contains 49657 members 
Mstep: Class 18 contains 15521 members 
Mstep: Class 19 contains 68095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054384.000000 Penalty: 53300.515625
Iteration 457Q: 17 clusters Score -7.005438e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219045 members 
Mstep: Class 4 contains 15359 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44886 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200317 members 
Mstep: Class 15 contains 31550 members 
Mstep: Class 16 contains 49660 members 
Mstep: Class 18 contains 15521 members 
Mstep: Class 19 contains 68087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054432.000000 Penalty: 53300.515625
Iteration 458Q: 17 clusters Score -7.005443e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219045 members 
Mstep: Class 4 contains 15354 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44885 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200332 members 
Mstep: Class 15 contains 31548 members 
Mstep: Class 16 contains 49664 members 
Mstep: Class 18 contains 15521 members 
Mstep: Class 19 contains 68078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054376.000000 Penalty: 53300.515625
Iteration 459Q: 17 clusters Score -7.005438e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219045 members 
Mstep: Class 4 contains 15348 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44886 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200341 members 
Mstep: Class 15 contains 31545 members 
Mstep: Class 16 contains 49666 members 
Mstep: Class 18 contains 15521 members 
Mstep: Class 19 contains 68072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054400.000000 Penalty: 53300.515625
Iteration 460F: 17 clusters Score -7.00544e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219042 members 
Mstep: Class 4 contains 15342 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44885 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200363 members 
Mstep: Class 15 contains 31540 members 
Mstep: Class 16 contains 49667 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 68064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054496.000000 Penalty: 53300.515625
Iteration 461Q: 17 clusters Score -7.00545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219049 members 
Mstep: Class 4 contains 15336 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44883 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200371 members 
Mstep: Class 15 contains 31538 members 
Mstep: Class 16 contains 49669 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 68057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054432.000000 Penalty: 53300.515625
Iteration 462Q: 17 clusters Score -7.005443e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219051 members 
Mstep: Class 4 contains 15333 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44878 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200387 members 
Mstep: Class 15 contains 31538 members 
Mstep: Class 16 contains 49673 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 68044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054392.000000 Penalty: 53300.515625
Iteration 463Q: 17 clusters Score -7.005439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219040 members 
Mstep: Class 4 contains 15332 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44877 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200408 members 
Mstep: Class 15 contains 31538 members 
Mstep: Class 16 contains 49675 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 68032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054368.000000 Penalty: 53300.515625
Iteration 464Q: 17 clusters Score -7.005437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219038 members 
Mstep: Class 4 contains 15326 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44881 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200427 members 
Mstep: Class 15 contains 31540 members 
Mstep: Class 16 contains 49676 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 68015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054360.000000 Penalty: 53300.515625
Iteration 465Q: 17 clusters Score -7.005436e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219039 members 
Mstep: Class 4 contains 15322 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44881 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200435 members 
Mstep: Class 15 contains 31542 members 
Mstep: Class 16 contains 49677 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 68006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054344.000000 Penalty: 53300.515625
Iteration 466Q: 17 clusters Score -7.005434e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219046 members 
Mstep: Class 4 contains 15318 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44882 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200437 members 
Mstep: Class 15 contains 31544 members 
Mstep: Class 16 contains 49678 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 67998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054304.000000 Penalty: 53300.515625
Iteration 467Q: 17 clusters Score -7.00543e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219055 members 
Mstep: Class 4 contains 15314 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44884 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200439 members 
Mstep: Class 15 contains 31547 members 
Mstep: Class 16 contains 49679 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 67989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054320.000000 Penalty: 53300.515625
Iteration 468Q: 17 clusters Score -7.005432e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219067 members 
Mstep: Class 4 contains 15308 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44884 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200447 members 
Mstep: Class 15 contains 31547 members 
Mstep: Class 16 contains 49679 members 
Mstep: Class 18 contains 15522 members 
Mstep: Class 19 contains 67980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054320.000000 Penalty: 53300.515625
Iteration 469Q: 17 clusters Score -7.005432e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219070 members 
Mstep: Class 4 contains 15303 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44886 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200456 members 
Mstep: Class 15 contains 31549 members 
Mstep: Class 16 contains 49682 members 
Mstep: Class 18 contains 15523 members 
Mstep: Class 19 contains 67971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054272.000000 Penalty: 53300.515625
Iteration 470Q: 17 clusters Score -7.005427e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219063 members 
Mstep: Class 4 contains 15297 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44890 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200473 members 
Mstep: Class 15 contains 31551 members 
Mstep: Class 16 contains 49687 members 
Mstep: Class 18 contains 15524 members 
Mstep: Class 19 contains 67962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054232.000000 Penalty: 53300.515625
Iteration 471Q: 17 clusters Score -7.005423e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219059 members 
Mstep: Class 4 contains 15293 members 
Mstep: Class 5 contains 4246 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44896 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200486 members 
Mstep: Class 15 contains 31553 members 
Mstep: Class 16 contains 49688 members 
Mstep: Class 18 contains 15525 members 
Mstep: Class 19 contains 67949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054320.000000 Penalty: 53300.515625
Iteration 472Q: 17 clusters Score -7.005432e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219059 members 
Mstep: Class 4 contains 15289 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44897 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200502 members 
Mstep: Class 15 contains 31557 members 
Mstep: Class 16 contains 49690 members 
Mstep: Class 18 contains 15525 members 
Mstep: Class 19 contains 67933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054296.000000 Penalty: 53300.515625
Iteration 473Q: 17 clusters Score -7.00543e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219066 members 
Mstep: Class 4 contains 15281 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44900 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200514 members 
Mstep: Class 15 contains 31556 members 
Mstep: Class 16 contains 49697 members 
Mstep: Class 18 contains 15526 members 
Mstep: Class 19 contains 67909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054192.000000 Penalty: 53300.515625
Iteration 474Q: 17 clusters Score -7.005419e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219072 members 
Mstep: Class 4 contains 15274 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44903 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200523 members 
Mstep: Class 15 contains 31554 members 
Mstep: Class 16 contains 49700 members 
Mstep: Class 18 contains 15529 members 
Mstep: Class 19 contains 67892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054208.000000 Penalty: 53300.515625
Iteration 475Q: 17 clusters Score -7.005421e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219078 members 
Mstep: Class 4 contains 15271 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44906 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200526 members 
Mstep: Class 15 contains 31557 members 
Mstep: Class 16 contains 49700 members 
Mstep: Class 18 contains 15531 members 
Mstep: Class 19 contains 67876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054192.000000 Penalty: 53300.515625
Iteration 476Q: 17 clusters Score -7.005419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219083 members 
Mstep: Class 4 contains 15270 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44907 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200532 members 
Mstep: Class 15 contains 31558 members 
Mstep: Class 16 contains 49699 members 
Mstep: Class 18 contains 15531 members 
Mstep: Class 19 contains 67868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054216.000000 Penalty: 53300.515625
Iteration 477Q: 17 clusters Score -7.005422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219083 members 
Mstep: Class 4 contains 15267 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44908 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200537 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 49700 members 
Mstep: Class 18 contains 15531 members 
Mstep: Class 19 contains 67861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054152.000000 Penalty: 53300.515625
Iteration 478Q: 17 clusters Score -7.005415e+07 nChanged 33
Entering ConstructFrom: 
Score: -70054152.000000 Penalty: 53300.515625
Entering ConstructFrom: 
Trying to split cluster 1 (24904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Entering Unmasked Estep 
Score: -2646340.250000 Penalty: 2510.450439
	Iteration 0F: 2 clusters Score -2646340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2629091.750000 Penalty: 5020.900879
	Iteration 0F: 3 clusters Score -2629092 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2635132.250000 Penalty: 5020.900879
	Iteration 1F: 3 clusters Score -2635132 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2635481.500000 Penalty: 5020.900879
	Iteration 2Q: 3 clusters Score -2635482 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2635749.500000 Penalty: 5020.900879
	Iteration 3Q: 3 clusters Score -2635750 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2635963.750000 Penalty: 5020.900879
	Iteration 4Q: 3 clusters Score -2635964 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2636164.750000 Penalty: 5020.900879
	Iteration 5Q: 3 clusters Score -2636165 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2636359.250000 Penalty: 5020.900879
	Iteration 6Q: 3 clusters Score -2636359 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2636556.250000 Penalty: 5020.900879
	Iteration 7Q: 3 clusters Score -2636556 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2636803.750000 Penalty: 5020.900879
	Iteration 8Q: 3 clusters Score -2636804 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2637124.750000 Penalty: 5020.900879
	Iteration 9Q: 3 clusters Score -2637125 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2637587.250000 Penalty: 5020.900879
	Iteration 10Q: 3 clusters Score -2637587 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2638279.000000 Penalty: 5020.900879
	Iteration 11Q: 3 clusters Score -2638279 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2639322.250000 Penalty: 5020.900879
	Iteration 12F: 3 clusters Score -2639322 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2640641.250000 Penalty: 5020.900879
	Iteration 13F: 3 clusters Score -2640641 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2642014.000000 Penalty: 5020.900879
	Iteration 14F: 3 clusters Score -2642014 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2643117.000000 Penalty: 5020.900879
	Iteration 15Q: 3 clusters Score -2643117 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2643809.500000 Penalty: 5020.900879
	Iteration 16Q: 3 clusters Score -2643810 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2644154.000000 Penalty: 5020.900879
	Iteration 17Q: 3 clusters Score -2644154 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2644372.500000 Penalty: 5020.900879
	Iteration 18Q: 3 clusters Score -2644372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2644496.750000 Penalty: 5020.900879
	Iteration 19Q: 3 clusters Score -2644497 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2644562.750000 Penalty: 5020.900879
	Iteration 20F: 3 clusters Score -2644563 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2644611.000000 Penalty: 5020.900879
	Iteration 21Q: 3 clusters Score -2644611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2644654.250000 Penalty: 5020.900879
	Iteration 22Q: 3 clusters Score -2644654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2644694.250000 Penalty: 5020.900879
	Iteration 23Q: 3 clusters Score -2644694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2644729.750000 Penalty: 5020.900879
	Iteration 24Q: 3 clusters Score -2644730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2644747.500000 Penalty: 5020.900879
	Iteration 25Q: 3 clusters Score -2644748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2644772.750000 Penalty: 5020.900879
	Iteration 26Q: 3 clusters Score -2644773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2644793.500000 Penalty: 5020.900879
	Iteration 27Q: 3 clusters Score -2644794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2644817.500000 Penalty: 5020.900879
	Iteration 28Q: 3 clusters Score -2644818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -2644827.500000 Penalty: 5020.900879
	Iteration 29Q: 3 clusters Score -2644828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2644842.750000 Penalty: 5020.900879
	Iteration 30Q: 3 clusters Score -2644843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -2644851.000000 Penalty: 5020.900879
	Iteration 31Q: 3 clusters Score -2644851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2644856.500000 Penalty: 5020.900879
	Iteration 32Q: 3 clusters Score -2644856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2644856.750000 Penalty: 5020.900879
	Iteration 33Q: 3 clusters Score -2644857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2644859.750000 Penalty: 5020.900879
	Iteration 34Q: 3 clusters Score -2644860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2644862.250000 Penalty: 5020.900879
	Iteration 35Q: 3 clusters Score -2644862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -2644862.500000 Penalty: 5020.900879
	Iteration 36Q: 3 clusters Score -2644862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2644863.250000 Penalty: 5020.900879
	Iteration 37Q: 3 clusters Score -2644863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2644864.250000 Penalty: 5020.900879
	Iteration 38Q: 3 clusters Score -2644864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2644868.000000 Penalty: 5020.900879
	Iteration 39Q: 3 clusters Score -2644868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2644866.250000 Penalty: 5020.900879
	Iteration 40F: 3 clusters Score -2644866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2644869.000000 Penalty: 5020.900879
	Iteration 41Q: 3 clusters Score -2644869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2644869.000000 Penalty: 5020.900879
	Iteration 42F: 3 clusters Score -2644869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -80491.976562 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -80491.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78704.125000 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -78704.12 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78958.593750 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -78958.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -79010.765625 Penalty: 3336.211914
	Iteration 2Q: 3 clusters Score -79010.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79045.890625 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -79045.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79069.945312 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -79069.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79081.617188 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -79081.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79088.140625 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -79088.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -79094.640625 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -79094.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79095.593750 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -79095.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -79095.593750 Penalty: 3336.211914
	Iteration 9F: 3 clusters Score -79095.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (219090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219090 members 
Entering Unmasked Estep 
Score: -22933360.000000 Penalty: 3049.715088
	Iteration 0F: 2 clusters Score -2.293336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 109602 members 
Entering Unmasked Estep 
Score: -22799432.000000 Penalty: 6099.430176
	Iteration 0F: 3 clusters Score -2.279943e+07 nChanged 105647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -22861228.000000 Penalty: 6099.430176
	Iteration 1F: 3 clusters Score -2.286123e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 110379 members 
Entering Unmasked Estep 
Score: -22862968.000000 Penalty: 6099.430176
	Iteration 2Q: 3 clusters Score -2.286297e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 110342 members 
Entering Unmasked Estep 
Score: -22865400.000000 Penalty: 6099.430176
	Iteration 3Q: 3 clusters Score -2.28654e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 110150 members 
Entering Unmasked Estep 
Score: -22869206.000000 Penalty: 6099.430176
	Iteration 4Q: 3 clusters Score -2.286921e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -22875328.000000 Penalty: 6099.430176
	Iteration 5F: 3 clusters Score -2.287533e+07 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 108723 members 
Entering Unmasked Estep 
Score: -22885092.000000 Penalty: 6099.430176
	Iteration 6F: 3 clusters Score -2.288509e+07 nChanged 15446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 107275 members 
Entering Unmasked Estep 
Score: -22896916.000000 Penalty: 6099.430176
	Iteration 7F: 3 clusters Score -2.289692e+07 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113467 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -22906522.000000 Penalty: 6099.430176
	Iteration 8F: 3 clusters Score -2.290652e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115191 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -22909800.000000 Penalty: 6099.430176
	Iteration 9Q: 3 clusters Score -2.29098e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116855 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -22911032.000000 Penalty: 6099.430176
	Iteration 10Q: 3 clusters Score -2.291103e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 100425 members 
Entering Unmasked Estep 
Score: -22911944.000000 Penalty: 6099.430176
	Iteration 11Q: 3 clusters Score -2.291194e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120739 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -22912720.000000 Penalty: 6099.430176
	Iteration 12Q: 3 clusters Score -2.291272e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -22913374.000000 Penalty: 6099.430176
	Iteration 13Q: 3 clusters Score -2.291337e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126105 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -22914490.000000 Penalty: 6099.430176
	Iteration 14Q: 3 clusters Score -2.291449e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129362 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -22915898.000000 Penalty: 6099.430176
	Iteration 15Q: 3 clusters Score -2.29159e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132892 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -22917220.000000 Penalty: 6099.430176
	Iteration 16Q: 3 clusters Score -2.291722e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136768 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -22918694.000000 Penalty: 6099.430176
	Iteration 17Q: 3 clusters Score -2.291869e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140850 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -22920526.000000 Penalty: 6099.430176
	Iteration 18Q: 3 clusters Score -2.292053e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144839 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -22922358.000000 Penalty: 6099.430176
	Iteration 19Q: 3 clusters Score -2.292236e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148607 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -22924062.000000 Penalty: 6099.430176
	Iteration 20F: 3 clusters Score -2.292406e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152060 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -22925546.000000 Penalty: 6099.430176
	Iteration 21Q: 3 clusters Score -2.292555e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 63827 members 
Entering Unmasked Estep 
Score: -22926726.000000 Penalty: 6099.430176
	Iteration 22Q: 3 clusters Score -2.292673e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -22927346.000000 Penalty: 6099.430176
	Iteration 23Q: 3 clusters Score -2.292735e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -22927928.000000 Penalty: 6099.430176
	Iteration 24Q: 3 clusters Score -2.292793e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163613 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -22928430.000000 Penalty: 6099.430176
	Iteration 25Q: 3 clusters Score -2.292843e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166121 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -22928938.000000 Penalty: 6099.430176
	Iteration 26Q: 3 clusters Score -2.292894e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168495 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -22929432.000000 Penalty: 6099.430176
	Iteration 27Q: 3 clusters Score -2.292943e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170764 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -22929824.000000 Penalty: 6099.430176
	Iteration 28Q: 3 clusters Score -2.292982e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173012 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -22930242.000000 Penalty: 6099.430176
	Iteration 29Q: 3 clusters Score -2.293024e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175145 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -22930588.000000 Penalty: 6099.430176
	Iteration 30Q: 3 clusters Score -2.293059e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177244 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -22931154.000000 Penalty: 6099.430176
	Iteration 31Q: 3 clusters Score -2.293115e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179371 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -22931522.000000 Penalty: 6099.430176
	Iteration 32Q: 3 clusters Score -2.293152e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181489 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -22931946.000000 Penalty: 6099.430176
	Iteration 33Q: 3 clusters Score -2.293195e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183587 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -22932500.000000 Penalty: 6099.430176
	Iteration 34Q: 3 clusters Score -2.29325e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185586 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -22933040.000000 Penalty: 6099.430176
	Iteration 35Q: 3 clusters Score -2.293304e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187598 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -22933558.000000 Penalty: 6099.430176
	Iteration 36Q: 3 clusters Score -2.293356e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189530 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -22934022.000000 Penalty: 6099.430176
	Iteration 37Q: 3 clusters Score -2.293402e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191405 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -22934418.000000 Penalty: 6099.430176
	Iteration 38Q: 3 clusters Score -2.293442e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193226 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -22934962.000000 Penalty: 6099.430176
	Iteration 39Q: 3 clusters Score -2.293496e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194956 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -22935390.000000 Penalty: 6099.430176
	Iteration 40F: 3 clusters Score -2.293539e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196628 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -22935810.000000 Penalty: 6099.430176
	Iteration 41Q: 3 clusters Score -2.293581e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198206 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -22936242.000000 Penalty: 6099.430176
	Iteration 42Q: 3 clusters Score -2.293624e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199711 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -22936428.000000 Penalty: 6099.430176
	Iteration 43Q: 3 clusters Score -2.293643e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201104 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -22936388.000000 Penalty: 6099.430176
	Iteration 44Q: 3 clusters Score -2.293639e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202483 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -22936340.000000 Penalty: 6099.430176
	Iteration 45Q: 3 clusters Score -2.293634e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203799 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -22936076.000000 Penalty: 6099.430176
	Iteration 46Q: 3 clusters Score -2.293608e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205002 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -22935826.000000 Penalty: 6099.430176
	Iteration 47Q: 3 clusters Score -2.293583e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206082 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -22935622.000000 Penalty: 6099.430176
	Iteration 48Q: 3 clusters Score -2.293562e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207036 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -22935342.000000 Penalty: 6099.430176
	Iteration 49Q: 3 clusters Score -2.293534e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207890 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -22935134.000000 Penalty: 6099.430176
	Iteration 50Q: 3 clusters Score -2.293513e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208648 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -22934766.000000 Penalty: 6099.430176
	Iteration 51Q: 3 clusters Score -2.293477e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209365 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -22934614.000000 Penalty: 6099.430176
	Iteration 52Q: 3 clusters Score -2.293461e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210028 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -22934406.000000 Penalty: 6099.430176
	Iteration 53Q: 3 clusters Score -2.293441e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210653 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -22934154.000000 Penalty: 6099.430176
	Iteration 54Q: 3 clusters Score -2.293415e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211193 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -22933970.000000 Penalty: 6099.430176
	Iteration 55Q: 3 clusters Score -2.293397e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211706 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -22933820.000000 Penalty: 6099.430176
	Iteration 56Q: 3 clusters Score -2.293382e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212145 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -22933588.000000 Penalty: 6099.430176
	Iteration 57Q: 3 clusters Score -2.293359e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212533 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -22933426.000000 Penalty: 6099.430176
	Iteration 58Q: 3 clusters Score -2.293343e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212886 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -22933328.000000 Penalty: 6099.430176
	Iteration 59Q: 3 clusters Score -2.293333e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213181 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -22933238.000000 Penalty: 6099.430176
	Iteration 60F: 3 clusters Score -2.293324e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213435 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -22933142.000000 Penalty: 6099.430176
	Iteration 61Q: 3 clusters Score -2.293314e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213679 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -22933122.000000 Penalty: 6099.430176
	Iteration 62Q: 3 clusters Score -2.293312e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213869 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -22933068.000000 Penalty: 6099.430176
	Iteration 63Q: 3 clusters Score -2.293307e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214055 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -22933034.000000 Penalty: 6099.430176
	Iteration 64Q: 3 clusters Score -2.293303e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214219 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -22933014.000000 Penalty: 6099.430176
	Iteration 65Q: 3 clusters Score -2.293301e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214396 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -22932978.000000 Penalty: 6099.430176
	Iteration 66Q: 3 clusters Score -2.293298e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214545 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -22932944.000000 Penalty: 6099.430176
	Iteration 67Q: 3 clusters Score -2.293294e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214683 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -22932914.000000 Penalty: 6099.430176
	Iteration 68Q: 3 clusters Score -2.293291e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214800 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -22932894.000000 Penalty: 6099.430176
	Iteration 69Q: 3 clusters Score -2.293289e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214894 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -22932836.000000 Penalty: 6099.430176
	Iteration 70Q: 3 clusters Score -2.293284e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214986 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -22932770.000000 Penalty: 6099.430176
	Iteration 71Q: 3 clusters Score -2.293277e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215074 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -22932706.000000 Penalty: 6099.430176
	Iteration 72Q: 3 clusters Score -2.293271e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215139 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -22932680.000000 Penalty: 6099.430176
	Iteration 73Q: 3 clusters Score -2.293268e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215193 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -22932636.000000 Penalty: 6099.430176
	Iteration 74Q: 3 clusters Score -2.293264e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215250 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -22932618.000000 Penalty: 6099.430176
	Iteration 75Q: 3 clusters Score -2.293262e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215321 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -22932576.000000 Penalty: 6099.430176
	Iteration 76Q: 3 clusters Score -2.293258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215382 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -22932526.000000 Penalty: 6099.430176
	Iteration 77Q: 3 clusters Score -2.293253e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215444 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -22932516.000000 Penalty: 6099.430176
	Iteration 78Q: 3 clusters Score -2.293252e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215505 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -22932530.000000 Penalty: 6099.430176
	Iteration 79Q: 3 clusters Score -2.293253e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215565 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -22932478.000000 Penalty: 6099.430176
	Iteration 80F: 3 clusters Score -2.293248e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215623 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -22932464.000000 Penalty: 6099.430176
	Iteration 81Q: 3 clusters Score -2.293246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215679 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -22932458.000000 Penalty: 6099.430176
	Iteration 82Q: 3 clusters Score -2.293246e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215731 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -22932422.000000 Penalty: 6099.430176
	Iteration 83Q: 3 clusters Score -2.293242e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215791 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -22932356.000000 Penalty: 6099.430176
	Iteration 84Q: 3 clusters Score -2.293236e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215838 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -22932316.000000 Penalty: 6099.430176
	Iteration 85Q: 3 clusters Score -2.293232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215882 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -22932292.000000 Penalty: 6099.430176
	Iteration 86Q: 3 clusters Score -2.293229e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215918 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22932276.000000 Penalty: 6099.430176
	Iteration 87Q: 3 clusters Score -2.293228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215956 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -22932284.000000 Penalty: 6099.430176
	Iteration 88Q: 3 clusters Score -2.293228e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215993 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -22932278.000000 Penalty: 6099.430176
	Iteration 89Q: 3 clusters Score -2.293228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216030 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -22932254.000000 Penalty: 6099.430176
	Iteration 90Q: 3 clusters Score -2.293225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216068 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -22932220.000000 Penalty: 6099.430176
	Iteration 91Q: 3 clusters Score -2.293222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216100 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22932224.000000 Penalty: 6099.430176
	Iteration 92Q: 3 clusters Score -2.293222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216133 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -22932238.000000 Penalty: 6099.430176
	Iteration 93Q: 3 clusters Score -2.293224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216169 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -22932232.000000 Penalty: 6099.430176
	Iteration 94Q: 3 clusters Score -2.293223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216195 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -22932226.000000 Penalty: 6099.430176
	Iteration 95Q: 3 clusters Score -2.293223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216214 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -22932214.000000 Penalty: 6099.430176
	Iteration 96Q: 3 clusters Score -2.293221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216233 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -22932222.000000 Penalty: 6099.430176
	Iteration 97Q: 3 clusters Score -2.293222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216241 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -22932208.000000 Penalty: 6099.430176
	Iteration 98Q: 3 clusters Score -2.293221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216248 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -22932218.000000 Penalty: 6099.430176
	Iteration 99Q: 3 clusters Score -2.293222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216251 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -22932210.000000 Penalty: 6099.430176
	Iteration 100F: 3 clusters Score -2.293221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216259 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -22932198.000000 Penalty: 6099.430176
	Iteration 101Q: 3 clusters Score -2.29322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216267 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22932192.000000 Penalty: 6099.430176
	Iteration 102Q: 3 clusters Score -2.293219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216280 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -22932176.000000 Penalty: 6099.430176
	Iteration 103Q: 3 clusters Score -2.293218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216295 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -22932166.000000 Penalty: 6099.430176
	Iteration 104Q: 3 clusters Score -2.293217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216310 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22932200.000000 Penalty: 6099.430176
	Iteration 105Q: 3 clusters Score -2.29322e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216330 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -22932194.000000 Penalty: 6099.430176
	Iteration 106Q: 3 clusters Score -2.293219e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216349 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22932146.000000 Penalty: 6099.430176
	Iteration 107Q: 3 clusters Score -2.293215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216364 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -22932150.000000 Penalty: 6099.430176
	Iteration 108Q: 3 clusters Score -2.293215e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216380 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -22932150.000000 Penalty: 6099.430176
	Iteration 109Q: 3 clusters Score -2.293215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216390 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -22932146.000000 Penalty: 6099.430176
	Iteration 110Q: 3 clusters Score -2.293215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216397 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -22932152.000000 Penalty: 6099.430176
	Iteration 111Q: 3 clusters Score -2.293215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216405 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -22932132.000000 Penalty: 6099.430176
	Iteration 112Q: 3 clusters Score -2.293213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216411 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22932126.000000 Penalty: 6099.430176
	Iteration 113Q: 3 clusters Score -2.293213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216413 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22932130.000000 Penalty: 6099.430176
	Iteration 114Q: 3 clusters Score -2.293213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216415 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -22932124.000000 Penalty: 6099.430176
	Iteration 115Q: 3 clusters Score -2.293212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216418 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22932118.000000 Penalty: 6099.430176
	Iteration 116Q: 3 clusters Score -2.293212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216419 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22932126.000000 Penalty: 6099.430176
	Iteration 117Q: 3 clusters Score -2.293213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216422 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -22932112.000000 Penalty: 6099.430176
	Iteration 118Q: 3 clusters Score -2.293211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216426 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -22932110.000000 Penalty: 6099.430176
	Iteration 119Q: 3 clusters Score -2.293211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216429 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -22932106.000000 Penalty: 6099.430176
	Iteration 120F: 3 clusters Score -2.293211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216434 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -22932110.000000 Penalty: 6099.430176
	Iteration 121Q: 3 clusters Score -2.293211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216439 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -22932114.000000 Penalty: 6099.430176
	Iteration 122Q: 3 clusters Score -2.293211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216446 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22932106.000000 Penalty: 6099.430176
	Iteration 123Q: 3 clusters Score -2.293211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216447 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -22932108.000000 Penalty: 6099.430176
	Iteration 124Q: 3 clusters Score -2.293211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216449 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -22932108.000000 Penalty: 6099.430176
	Iteration 125Q: 3 clusters Score -2.293211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216452 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -22932108.000000 Penalty: 6099.430176
	Iteration 126Q: 3 clusters Score -2.293211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216457 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -22932120.000000 Penalty: 6099.430176
	Iteration 127Q: 3 clusters Score -2.293212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22932134.000000 Penalty: 6099.430176
	Iteration 128Q: 3 clusters Score -2.293213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -22932114.000000 Penalty: 6099.430176
	Iteration 129Q: 3 clusters Score -2.293211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216471 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -22932126.000000 Penalty: 6099.430176
	Iteration 130Q: 3 clusters Score -2.293213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216474 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -22932104.000000 Penalty: 6099.430176
	Iteration 131Q: 3 clusters Score -2.29321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216477 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22932108.000000 Penalty: 6099.430176
	Iteration 132Q: 3 clusters Score -2.293211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216479 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -22932096.000000 Penalty: 6099.430176
	Iteration 133Q: 3 clusters Score -2.29321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216481 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22932114.000000 Penalty: 6099.430176
	Iteration 134Q: 3 clusters Score -2.293211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216482 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22932114.000000 Penalty: 6099.430176
	Iteration 135Q: 3 clusters Score -2.293211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216482 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22932114.000000 Penalty: 6099.430176
	Iteration 136F: 3 clusters Score -2.293211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Entering Unmasked Estep 
Score: -1596623.000000 Penalty: 2389.144043
	Iteration 0F: 2 clusters Score -1596623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1585538.500000 Penalty: 4778.288086
	Iteration 0F: 3 clusters Score -1585538 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1588918.375000 Penalty: 4778.288086
	Iteration 1F: 3 clusters Score -1588918 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1589237.250000 Penalty: 4778.288086
	Iteration 2F: 3 clusters Score -1589237 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1589476.250000 Penalty: 4778.288086
	Iteration 3Q: 3 clusters Score -1589476 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1589652.750000 Penalty: 4778.288086
	Iteration 4Q: 3 clusters Score -1589653 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1589779.125000 Penalty: 4778.288086
	Iteration 5Q: 3 clusters Score -1589779 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1589878.625000 Penalty: 4778.288086
	Iteration 6Q: 3 clusters Score -1589879 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1589956.250000 Penalty: 4778.288086
	Iteration 7Q: 3 clusters Score -1589956 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1590019.500000 Penalty: 4778.288086
	Iteration 8Q: 3 clusters Score -1590020 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1590072.375000 Penalty: 4778.288086
	Iteration 9Q: 3 clusters Score -1590072 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1590124.250000 Penalty: 4778.288086
	Iteration 10Q: 3 clusters Score -1590124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1590156.250000 Penalty: 4778.288086
	Iteration 11Q: 3 clusters Score -1590156 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1590196.750000 Penalty: 4778.288086
	Iteration 12Q: 3 clusters Score -1590197 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1590224.875000 Penalty: 4778.288086
	Iteration 13Q: 3 clusters Score -1590225 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1590247.875000 Penalty: 4778.288086
	Iteration 14Q: 3 clusters Score -1590248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1590277.250000 Penalty: 4778.288086
	Iteration 15Q: 3 clusters Score -1590277 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1590304.625000 Penalty: 4778.288086
	Iteration 16Q: 3 clusters Score -1590305 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1590334.250000 Penalty: 4778.288086
	Iteration 17Q: 3 clusters Score -1590334 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1590352.000000 Penalty: 4778.288086
	Iteration 18Q: 3 clusters Score -1590352 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1590384.125000 Penalty: 4778.288086
	Iteration 19Q: 3 clusters Score -1590384 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1590419.375000 Penalty: 4778.288086
	Iteration 20F: 3 clusters Score -1590419 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1590450.250000 Penalty: 4778.288086
	Iteration 21Q: 3 clusters Score -1590450 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1590512.125000 Penalty: 4778.288086
	Iteration 22Q: 3 clusters Score -1590512 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1590584.250000 Penalty: 4778.288086
	Iteration 23Q: 3 clusters Score -1590584 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1590667.125000 Penalty: 4778.288086
	Iteration 24Q: 3 clusters Score -1590667 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1590788.750000 Penalty: 4778.288086
	Iteration 25Q: 3 clusters Score -1590789 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1590960.250000 Penalty: 4778.288086
	Iteration 26Q: 3 clusters Score -1590960 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1591250.625000 Penalty: 4778.288086
	Iteration 27Q: 3 clusters Score -1591251 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1591644.125000 Penalty: 4778.288086
	Iteration 28Q: 3 clusters Score -1591644 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1592134.000000 Penalty: 4778.288086
	Iteration 29Q: 3 clusters Score -1592134 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1592618.000000 Penalty: 4778.288086
	Iteration 30Q: 3 clusters Score -1592618 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1593110.625000 Penalty: 4778.288086
	Iteration 31Q: 3 clusters Score -1593111 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1593492.375000 Penalty: 4778.288086
	Iteration 32Q: 3 clusters Score -1593492 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1593788.250000 Penalty: 4778.288086
	Iteration 33Q: 3 clusters Score -1593788 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1593984.750000 Penalty: 4778.288086
	Iteration 34Q: 3 clusters Score -1593985 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1594148.000000 Penalty: 4778.288086
	Iteration 35Q: 3 clusters Score -1594148 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1594248.250000 Penalty: 4778.288086
	Iteration 36Q: 3 clusters Score -1594248 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1594335.125000 Penalty: 4778.288086
	Iteration 37Q: 3 clusters Score -1594335 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1594406.250000 Penalty: 4778.288086
	Iteration 38Q: 3 clusters Score -1594406 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1594469.250000 Penalty: 4778.288086
	Iteration 39Q: 3 clusters Score -1594469 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1594506.375000 Penalty: 4778.288086
	Iteration 40F: 3 clusters Score -1594506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1594536.625000 Penalty: 4778.288086
	Iteration 41Q: 3 clusters Score -1594537 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1594561.625000 Penalty: 4778.288086
	Iteration 42Q: 3 clusters Score -1594562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1594594.375000 Penalty: 4778.288086
	Iteration 43Q: 3 clusters Score -1594594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1594614.000000 Penalty: 4778.288086
	Iteration 44Q: 3 clusters Score -1594614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1594627.250000 Penalty: 4778.288086
	Iteration 45Q: 3 clusters Score -1594627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1594636.250000 Penalty: 4778.288086
	Iteration 46Q: 3 clusters Score -1594636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1594644.500000 Penalty: 4778.288086
	Iteration 47Q: 3 clusters Score -1594644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1594658.125000 Penalty: 4778.288086
	Iteration 48Q: 3 clusters Score -1594658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1594660.625000 Penalty: 4778.288086
	Iteration 49Q: 3 clusters Score -1594661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1594667.375000 Penalty: 4778.288086
	Iteration 50Q: 3 clusters Score -1594667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1594666.750000 Penalty: 4778.288086
	Iteration 51Q: 3 clusters Score -1594667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1594671.750000 Penalty: 4778.288086
	Iteration 52Q: 3 clusters Score -1594672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1594672.250000 Penalty: 4778.288086
	Iteration 53Q: 3 clusters Score -1594672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1594678.000000 Penalty: 4778.288086
	Iteration 54Q: 3 clusters Score -1594678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1594678.875000 Penalty: 4778.288086
	Iteration 55Q: 3 clusters Score -1594679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1594681.125000 Penalty: 4778.288086
	Iteration 56Q: 3 clusters Score -1594681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1594686.750000 Penalty: 4778.288086
	Iteration 57Q: 3 clusters Score -1594687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1594690.000000 Penalty: 4778.288086
	Iteration 58Q: 3 clusters Score -1594690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1594692.250000 Penalty: 4778.288086
	Iteration 59Q: 3 clusters Score -1594692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1594693.625000 Penalty: 4778.288086
	Iteration 60F: 3 clusters Score -1594694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1594695.000000 Penalty: 4778.288086
	Iteration 61Q: 3 clusters Score -1594695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -1594697.250000 Penalty: 4778.288086
	Iteration 62Q: 3 clusters Score -1594697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1594702.500000 Penalty: 4778.288086
	Iteration 63Q: 3 clusters Score -1594702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1594700.375000 Penalty: 4778.288086
	Iteration 64Q: 3 clusters Score -1594700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1594703.125000 Penalty: 4778.288086
	Iteration 65Q: 3 clusters Score -1594703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1594704.625000 Penalty: 4778.288086
	Iteration 66Q: 3 clusters Score -1594705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1594707.625000 Penalty: 4778.288086
	Iteration 67Q: 3 clusters Score -1594708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1594708.250000 Penalty: 4778.288086
	Iteration 68Q: 3 clusters Score -1594708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1594710.000000 Penalty: 4778.288086
	Iteration 69Q: 3 clusters Score -1594710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1594714.625000 Penalty: 4778.288086
	Iteration 70Q: 3 clusters Score -1594715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1594710.000000 Penalty: 4778.288086
	Iteration 71Q: 3 clusters Score -1594710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1594711.875000 Penalty: 4778.288086
	Iteration 72Q: 3 clusters Score -1594712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1594711.875000 Penalty: 4778.288086
	Iteration 73Q: 3 clusters Score -1594712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1594713.500000 Penalty: 4778.288086
	Iteration 74Q: 3 clusters Score -1594714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1594716.125000 Penalty: 4778.288086
	Iteration 75Q: 3 clusters Score -1594716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1594715.875000 Penalty: 4778.288086
	Iteration 76Q: 3 clusters Score -1594716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1594715.375000 Penalty: 4778.288086
	Iteration 77Q: 3 clusters Score -1594715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1594716.125000 Penalty: 4778.288086
	Iteration 78Q: 3 clusters Score -1594716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1594716.125000 Penalty: 4778.288086
	Iteration 79F: 3 clusters Score -1594716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -428299.968750 Penalty: 2071.667480
	Iteration 0F: 2 clusters Score -428300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -424239.468750 Penalty: 4143.334961
	Iteration 0F: 3 clusters Score -424239.5 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -425136.937500 Penalty: 4143.334961
	Iteration 1F: 3 clusters Score -425136.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -425343.968750 Penalty: 4143.334961
	Iteration 2F: 3 clusters Score -425344 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -425487.468750 Penalty: 4143.334961
	Iteration 3F: 3 clusters Score -425487.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -425610.937500 Penalty: 4143.334961
	Iteration 4Q: 3 clusters Score -425610.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -425716.000000 Penalty: 4143.334961
	Iteration 5Q: 3 clusters Score -425716 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -425831.468750 Penalty: 4143.334961
	Iteration 6Q: 3 clusters Score -425831.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -425947.062500 Penalty: 4143.334961
	Iteration 7Q: 3 clusters Score -425947.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -426047.125000 Penalty: 4143.334961
	Iteration 8Q: 3 clusters Score -426047.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -426144.093750 Penalty: 4143.334961
	Iteration 9Q: 3 clusters Score -426144.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -426247.250000 Penalty: 4143.334961
	Iteration 10Q: 3 clusters Score -426247.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -426322.500000 Penalty: 4143.334961
	Iteration 11Q: 3 clusters Score -426322.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -426374.875000 Penalty: 4143.334961
	Iteration 12Q: 3 clusters Score -426374.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -426430.625000 Penalty: 4143.334961
	Iteration 13Q: 3 clusters Score -426430.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -426484.406250 Penalty: 4143.334961
	Iteration 14Q: 3 clusters Score -426484.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -426552.968750 Penalty: 4143.334961
	Iteration 15Q: 3 clusters Score -426553 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -426597.031250 Penalty: 4143.334961
	Iteration 16Q: 3 clusters Score -426597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -426624.375000 Penalty: 4143.334961
	Iteration 17Q: 3 clusters Score -426624.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -426650.375000 Penalty: 4143.334961
	Iteration 18Q: 3 clusters Score -426650.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -426666.406250 Penalty: 4143.334961
	Iteration 19Q: 3 clusters Score -426666.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -426680.406250 Penalty: 4143.334961
	Iteration 20F: 3 clusters Score -426680.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -426695.312500 Penalty: 4143.334961
	Iteration 21Q: 3 clusters Score -426695.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -426712.531250 Penalty: 4143.334961
	Iteration 22Q: 3 clusters Score -426712.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -426728.187500 Penalty: 4143.334961
	Iteration 23Q: 3 clusters Score -426728.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -426735.218750 Penalty: 4143.334961
	Iteration 24Q: 3 clusters Score -426735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -426739.218750 Penalty: 4143.334961
	Iteration 25Q: 3 clusters Score -426739.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -426746.125000 Penalty: 4143.334961
	Iteration 26Q: 3 clusters Score -426746.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -426749.718750 Penalty: 4143.334961
	Iteration 27Q: 3 clusters Score -426749.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -426753.250000 Penalty: 4143.334961
	Iteration 28Q: 3 clusters Score -426753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -426755.093750 Penalty: 4143.334961
	Iteration 29Q: 3 clusters Score -426755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -426756.000000 Penalty: 4143.334961
	Iteration 30Q: 3 clusters Score -426756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -426758.906250 Penalty: 4143.334961
	Iteration 31Q: 3 clusters Score -426758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -426761.093750 Penalty: 4143.334961
	Iteration 32Q: 3 clusters Score -426761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -426763.843750 Penalty: 4143.334961
	Iteration 33Q: 3 clusters Score -426763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -426764.625000 Penalty: 4143.334961
	Iteration 34Q: 3 clusters Score -426764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -426768.937500 Penalty: 4143.334961
	Iteration 35Q: 3 clusters Score -426768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -426773.125000 Penalty: 4143.334961
	Iteration 36Q: 3 clusters Score -426773.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -426774.343750 Penalty: 4143.334961
	Iteration 37Q: 3 clusters Score -426774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -426777.093750 Penalty: 4143.334961
	Iteration 38Q: 3 clusters Score -426777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -426777.937500 Penalty: 4143.334961
	Iteration 39Q: 3 clusters Score -426777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -426778.937500 Penalty: 4143.334961
	Iteration 40F: 3 clusters Score -426778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -426779.125000 Penalty: 4143.334961
	Iteration 41Q: 3 clusters Score -426779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -426779.406250 Penalty: 4143.334961
	Iteration 42Q: 3 clusters Score -426779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -426780.312500 Penalty: 4143.334961
	Iteration 43Q: 3 clusters Score -426780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -426781.781250 Penalty: 4143.334961
	Iteration 44Q: 3 clusters Score -426781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -426781.781250 Penalty: 4143.334961
	Iteration 45F: 3 clusters Score -426781.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -73678.984375 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -73678.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71912.835938 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -71912.84 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72164.773438 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -72164.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72276.765625 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -72276.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72346.164062 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -72346.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72405.515625 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -72405.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72435.343750 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -72435.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72460.632812 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -72460.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72484.437500 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -72484.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72503.367188 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -72503.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72509.648438 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -72509.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72516.179688 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -72516.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72520.742188 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -72520.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -72522.601562 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -72522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72524.671875 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -72524.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72524.671875 Penalty: 3303.009766
	Iteration 14F: 3 clusters Score -72524.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -11539.588867 Penalty: 1218.338379
	Iteration 0F: 2 clusters Score -11539.59 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 71 members 
Entering Unmasked Estep 
Score: -10598.769531 Penalty: 2436.676758
	Iteration 0F: 3 clusters Score -10598.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10645.663086 Penalty: 2436.676758
	Iteration 1Q: 3 clusters Score -10645.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -10645.663086 Penalty: 2436.676758
	Iteration 2F: 3 clusters Score -10645.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -61275.429688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -61275.43 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 348 members 
Entering Unmasked Estep 
Score: -59633.867188 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -59633.87 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59835.933594 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -59835.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59892.042969 Penalty: 3211.049805
	Iteration 2Q: 3 clusters Score -59892.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59935.718750 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -59935.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59951.476562 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -59951.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59957.550781 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -59957.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59966.472656 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -59966.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59972.957031 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -59972.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59976.832031 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -59976.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59981.406250 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -59981.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59981.406250 Penalty: 3211.049805
	Iteration 10F: 3 clusters Score -59981.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Entering Unmasked Estep 
Score: -4755855.500000 Penalty: 2656.673584
	Iteration 0F: 2 clusters Score -4755856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4725681.500000 Penalty: 5313.347168
	Iteration 0F: 3 clusters Score -4725682 nChanged 20614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4737124.500000 Penalty: 5313.347168
	Iteration 1F: 3 clusters Score -4737124 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4737804.500000 Penalty: 5313.347168
	Iteration 2Q: 3 clusters Score -4737804 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4738649.500000 Penalty: 5313.347168
	Iteration 3Q: 3 clusters Score -4738650 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -4739887.000000 Penalty: 5313.347168
	Iteration 4F: 3 clusters Score -4739887 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -4741699.500000 Penalty: 5313.347168
	Iteration 5F: 3 clusters Score -4741700 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -4744325.000000 Penalty: 5313.347168
	Iteration 6F: 3 clusters Score -4744325 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -4747336.500000 Penalty: 5313.347168
	Iteration 7F: 3 clusters Score -4747336 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4749954.000000 Penalty: 5313.347168
	Iteration 8F: 3 clusters Score -4749954 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4751740.500000 Penalty: 5313.347168
	Iteration 9Q: 3 clusters Score -4751740 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4752661.500000 Penalty: 5313.347168
	Iteration 10Q: 3 clusters Score -4752662 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4753191.500000 Penalty: 5313.347168
	Iteration 11Q: 3 clusters Score -4753192 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4753432.500000 Penalty: 5313.347168
	Iteration 12Q: 3 clusters Score -4753432 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4753549.500000 Penalty: 5313.347168
	Iteration 13Q: 3 clusters Score -4753550 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4753602.000000 Penalty: 5313.347168
	Iteration 14Q: 3 clusters Score -4753602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4753648.000000 Penalty: 5313.347168
	Iteration 15Q: 3 clusters Score -4753648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4753672.500000 Penalty: 5313.347168
	Iteration 16Q: 3 clusters Score -4753672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4753702.500000 Penalty: 5313.347168
	Iteration 17Q: 3 clusters Score -4753702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4753725.500000 Penalty: 5313.347168
	Iteration 18Q: 3 clusters Score -4753726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4753738.000000 Penalty: 5313.347168
	Iteration 19Q: 3 clusters Score -4753738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4753746.500000 Penalty: 5313.347168
	Iteration 20F: 3 clusters Score -4753746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4753756.000000 Penalty: 5313.347168
	Iteration 21Q: 3 clusters Score -4753756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4753759.500000 Penalty: 5313.347168
	Iteration 22Q: 3 clusters Score -4753760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4753759.500000 Penalty: 5313.347168
	Iteration 23Q: 3 clusters Score -4753760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4753764.000000 Penalty: 5313.347168
	Iteration 24Q: 3 clusters Score -4753764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4753775.500000 Penalty: 5313.347168
	Iteration 25Q: 3 clusters Score -4753776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4753782.000000 Penalty: 5313.347168
	Iteration 26Q: 3 clusters Score -4753782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4753786.000000 Penalty: 5313.347168
	Iteration 27Q: 3 clusters Score -4753786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4753787.000000 Penalty: 5313.347168
	Iteration 28Q: 3 clusters Score -4753787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4753793.000000 Penalty: 5313.347168
	Iteration 29Q: 3 clusters Score -4753793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4753793.000000 Penalty: 5313.347168
	Iteration 30Q: 3 clusters Score -4753793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4753797.500000 Penalty: 5313.347168
	Iteration 31Q: 3 clusters Score -4753798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4753801.000000 Penalty: 5313.347168
	Iteration 32Q: 3 clusters Score -4753801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4753801.000000 Penalty: 5313.347168
	Iteration 33Q: 3 clusters Score -4753801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4753807.500000 Penalty: 5313.347168
	Iteration 34Q: 3 clusters Score -4753808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4753811.500000 Penalty: 5313.347168
	Iteration 35Q: 3 clusters Score -4753812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4753809.500000 Penalty: 5313.347168
	Iteration 36Q: 3 clusters Score -4753810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4753817.500000 Penalty: 5313.347168
	Iteration 37Q: 3 clusters Score -4753818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4753830.500000 Penalty: 5313.347168
	Iteration 38Q: 3 clusters Score -4753830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4753829.500000 Penalty: 5313.347168
	Iteration 39Q: 3 clusters Score -4753830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4753827.500000 Penalty: 5313.347168
	Iteration 40F: 3 clusters Score -4753828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4753822.500000 Penalty: 5313.347168
	Iteration 41Q: 3 clusters Score -4753822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4753822.000000 Penalty: 5313.347168
	Iteration 42Q: 3 clusters Score -4753822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4753824.500000 Penalty: 5313.347168
	Iteration 43Q: 3 clusters Score -4753824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4753822.000000 Penalty: 5313.347168
	Iteration 44Q: 3 clusters Score -4753822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4753822.000000 Penalty: 5313.347168
	Iteration 45F: 3 clusters Score -4753822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -39079.140625 Penalty: 1516.193237
	Iteration 0F: 2 clusters Score -39079.14 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 218 members 
Entering Unmasked Estep 
Score: -37685.390625 Penalty: 3032.386475
	Iteration 0F: 3 clusters Score -37685.39 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37943.132812 Penalty: 3032.386475
	Iteration 1F: 3 clusters Score -37943.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -38085.976562 Penalty: 3032.386475
	Iteration 2F: 3 clusters Score -38085.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38142.164062 Penalty: 3032.386475
	Iteration 3Q: 3 clusters Score -38142.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38165.429688 Penalty: 3032.386475
	Iteration 4Q: 3 clusters Score -38165.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -38201.007812 Penalty: 3032.386475
	Iteration 5Q: 3 clusters Score -38201.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38211.250000 Penalty: 3032.386475
	Iteration 6Q: 3 clusters Score -38211.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38215.921875 Penalty: 3032.386475
	Iteration 7Q: 3 clusters Score -38215.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -38218.296875 Penalty: 3032.386475
	Iteration 8Q: 3 clusters Score -38218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38220.503906 Penalty: 3032.386475
	Iteration 9Q: 3 clusters Score -38220.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38220.503906 Penalty: 3032.386475
	Iteration 10F: 3 clusters Score -38220.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Entering Unmasked Estep 
Score: -540744.437500 Penalty: 2132.083984
	Iteration 0F: 2 clusters Score -540744.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -535927.375000 Penalty: 4264.167969
	Iteration 0F: 3 clusters Score -535927.4 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -537208.437500 Penalty: 4264.167969
	Iteration 1F: 3 clusters Score -537208.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -537636.000000 Penalty: 4264.167969
	Iteration 2F: 3 clusters Score -537636 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -538003.687500 Penalty: 4264.167969
	Iteration 3F: 3 clusters Score -538003.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -538276.125000 Penalty: 4264.167969
	Iteration 4F: 3 clusters Score -538276.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -538503.687500 Penalty: 4264.167969
	Iteration 5F: 3 clusters Score -538503.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -538693.500000 Penalty: 4264.167969
	Iteration 6F: 3 clusters Score -538693.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -538841.812500 Penalty: 4264.167969
	Iteration 7Q: 3 clusters Score -538841.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -538959.250000 Penalty: 4264.167969
	Iteration 8Q: 3 clusters Score -538959.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -539070.937500 Penalty: 4264.167969
	Iteration 9Q: 3 clusters Score -539070.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -539153.562500 Penalty: 4264.167969
	Iteration 10Q: 3 clusters Score -539153.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -539231.562500 Penalty: 4264.167969
	Iteration 11Q: 3 clusters Score -539231.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -539285.500000 Penalty: 4264.167969
	Iteration 12Q: 3 clusters Score -539285.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -539322.187500 Penalty: 4264.167969
	Iteration 13Q: 3 clusters Score -539322.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -539350.375000 Penalty: 4264.167969
	Iteration 14Q: 3 clusters Score -539350.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -539374.500000 Penalty: 4264.167969
	Iteration 15Q: 3 clusters Score -539374.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -539386.125000 Penalty: 4264.167969
	Iteration 16Q: 3 clusters Score -539386.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -539398.250000 Penalty: 4264.167969
	Iteration 17Q: 3 clusters Score -539398.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -539412.312500 Penalty: 4264.167969
	Iteration 18Q: 3 clusters Score -539412.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -539428.937500 Penalty: 4264.167969
	Iteration 19Q: 3 clusters Score -539428.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -539445.875000 Penalty: 4264.167969
	Iteration 20F: 3 clusters Score -539445.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -539457.687500 Penalty: 4264.167969
	Iteration 21Q: 3 clusters Score -539457.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -539466.437500 Penalty: 4264.167969
	Iteration 22Q: 3 clusters Score -539466.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -539480.812500 Penalty: 4264.167969
	Iteration 23Q: 3 clusters Score -539480.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -539492.312500 Penalty: 4264.167969
	Iteration 24Q: 3 clusters Score -539492.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -539498.625000 Penalty: 4264.167969
	Iteration 25Q: 3 clusters Score -539498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -539502.875000 Penalty: 4264.167969
	Iteration 26Q: 3 clusters Score -539502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -539505.437500 Penalty: 4264.167969
	Iteration 27Q: 3 clusters Score -539505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -539509.000000 Penalty: 4264.167969
	Iteration 28Q: 3 clusters Score -539509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -539511.000000 Penalty: 4264.167969
	Iteration 29Q: 3 clusters Score -539511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -539512.875000 Penalty: 4264.167969
	Iteration 30Q: 3 clusters Score -539512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -539515.562500 Penalty: 4264.167969
	Iteration 31Q: 3 clusters Score -539515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -539517.375000 Penalty: 4264.167969
	Iteration 32Q: 3 clusters Score -539517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -539521.437500 Penalty: 4264.167969
	Iteration 33Q: 3 clusters Score -539521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -539522.312500 Penalty: 4264.167969
	Iteration 34Q: 3 clusters Score -539522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -539525.250000 Penalty: 4264.167969
	Iteration 35Q: 3 clusters Score -539525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -539532.125000 Penalty: 4264.167969
	Iteration 36Q: 3 clusters Score -539532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -539541.000000 Penalty: 4264.167969
	Iteration 37Q: 3 clusters Score -539541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -539545.437500 Penalty: 4264.167969
	Iteration 38Q: 3 clusters Score -539545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -539547.187500 Penalty: 4264.167969
	Iteration 39Q: 3 clusters Score -539547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -539547.187500 Penalty: 4264.167969
	Iteration 40F: 3 clusters Score -539547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (200535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200535 members 
Entering Unmasked Estep 
Score: -20972188.000000 Penalty: 3027.768555
	Iteration 0F: 2 clusters Score -2.097219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100343 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -20844362.000000 Penalty: 6055.537109
	Iteration 0F: 3 clusters Score -2.084436e+07 nChanged 96377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 99423 members 
Entering Unmasked Estep 
Score: -20901578.000000 Penalty: 6055.537109
	Iteration 1F: 3 clusters Score -2.090158e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101235 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -20902990.000000 Penalty: 6055.537109
	Iteration 2Q: 3 clusters Score -2.090299e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101316 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -20904778.000000 Penalty: 6055.537109
	Iteration 3Q: 3 clusters Score -2.090478e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -20907312.000000 Penalty: 6055.537109
	Iteration 4Q: 3 clusters Score -2.090731e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101274 members 
Mstep: Class 2 contains 99261 members 
Entering Unmasked Estep 
Score: -20910866.000000 Penalty: 6055.537109
	Iteration 5Q: 3 clusters Score -2.091087e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -20916310.000000 Penalty: 6055.537109
	Iteration 6Q: 3 clusters Score -2.091631e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -20923704.000000 Penalty: 6055.537109
	Iteration 7F: 3 clusters Score -2.09237e+07 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -20933350.000000 Penalty: 6055.537109
	Iteration 8F: 3 clusters Score -2.093335e+07 nChanged 13523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 103716 members 
Entering Unmasked Estep 
Score: -20943208.000000 Penalty: 6055.537109
	Iteration 9F: 3 clusters Score -2.094321e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
Score: -20949250.000000 Penalty: 6055.537109
	Iteration 10F: 3 clusters Score -2.094925e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -20952016.000000 Penalty: 6055.537109
	Iteration 11Q: 3 clusters Score -2.095202e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -20953292.000000 Penalty: 6055.537109
	Iteration 12Q: 3 clusters Score -2.095329e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 110224 members 
Entering Unmasked Estep 
Score: -20954256.000000 Penalty: 6055.537109
	Iteration 13Q: 3 clusters Score -2.095426e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88547 members 
Mstep: Class 2 contains 111988 members 
Entering Unmasked Estep 
Score: -20955126.000000 Penalty: 6055.537109
	Iteration 14Q: 3 clusters Score -2.095513e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 113958 members 
Entering Unmasked Estep 
Score: -20956032.000000 Penalty: 6055.537109
	Iteration 15Q: 3 clusters Score -2.095603e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84525 members 
Mstep: Class 2 contains 116010 members 
Entering Unmasked Estep 
Score: -20956892.000000 Penalty: 6055.537109
	Iteration 16Q: 3 clusters Score -2.095689e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 118165 members 
Entering Unmasked Estep 
Score: -20957888.000000 Penalty: 6055.537109
	Iteration 17Q: 3 clusters Score -2.095789e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 120254 members 
Entering Unmasked Estep 
Score: -20958788.000000 Penalty: 6055.537109
	Iteration 18Q: 3 clusters Score -2.095879e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 122362 members 
Entering Unmasked Estep 
Score: -20959678.000000 Penalty: 6055.537109
	Iteration 19Q: 3 clusters Score -2.095968e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 124336 members 
Entering Unmasked Estep 
Score: -20960640.000000 Penalty: 6055.537109
	Iteration 20F: 3 clusters Score -2.096064e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 126124 members 
Entering Unmasked Estep 
Score: -20961406.000000 Penalty: 6055.537109
	Iteration 21Q: 3 clusters Score -2.096141e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 127722 members 
Entering Unmasked Estep 
Score: -20962048.000000 Penalty: 6055.537109
	Iteration 22Q: 3 clusters Score -2.096205e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 129165 members 
Entering Unmasked Estep 
Score: -20962412.000000 Penalty: 6055.537109
	Iteration 23Q: 3 clusters Score -2.096241e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 130436 members 
Entering Unmasked Estep 
Score: -20962786.000000 Penalty: 6055.537109
	Iteration 24Q: 3 clusters Score -2.096279e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 131595 members 
Entering Unmasked Estep 
Score: -20962986.000000 Penalty: 6055.537109
	Iteration 25Q: 3 clusters Score -2.096299e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 132555 members 
Entering Unmasked Estep 
Score: -20963166.000000 Penalty: 6055.537109
	Iteration 26Q: 3 clusters Score -2.096317e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 133505 members 
Entering Unmasked Estep 
Score: -20963198.000000 Penalty: 6055.537109
	Iteration 27Q: 3 clusters Score -2.09632e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 134423 members 
Entering Unmasked Estep 
Score: -20963384.000000 Penalty: 6055.537109
	Iteration 28Q: 3 clusters Score -2.096338e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 135315 members 
Entering Unmasked Estep 
Score: -20963542.000000 Penalty: 6055.537109
	Iteration 29Q: 3 clusters Score -2.096354e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -20963546.000000 Penalty: 6055.537109
	Iteration 30Q: 3 clusters Score -2.096355e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 137032 members 
Entering Unmasked Estep 
Score: -20963674.000000 Penalty: 6055.537109
	Iteration 31Q: 3 clusters Score -2.096367e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 137816 members 
Entering Unmasked Estep 
Score: -20963744.000000 Penalty: 6055.537109
	Iteration 32Q: 3 clusters Score -2.096374e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 138567 members 
Entering Unmasked Estep 
Score: -20963804.000000 Penalty: 6055.537109
	Iteration 33Q: 3 clusters Score -2.09638e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 139299 members 
Entering Unmasked Estep 
Score: -20963806.000000 Penalty: 6055.537109
	Iteration 34Q: 3 clusters Score -2.096381e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 140029 members 
Entering Unmasked Estep 
Score: -20963820.000000 Penalty: 6055.537109
	Iteration 35Q: 3 clusters Score -2.096382e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 140770 members 
Entering Unmasked Estep 
Score: -20963930.000000 Penalty: 6055.537109
	Iteration 36Q: 3 clusters Score -2.096393e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 141488 members 
Entering Unmasked Estep 
Score: -20963940.000000 Penalty: 6055.537109
	Iteration 37Q: 3 clusters Score -2.096394e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 142212 members 
Entering Unmasked Estep 
Score: -20964026.000000 Penalty: 6055.537109
	Iteration 38Q: 3 clusters Score -2.096403e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 142954 members 
Entering Unmasked Estep 
Score: -20964092.000000 Penalty: 6055.537109
	Iteration 39Q: 3 clusters Score -2.096409e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -20964212.000000 Penalty: 6055.537109
	Iteration 40F: 3 clusters Score -2.096421e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 144493 members 
Entering Unmasked Estep 
Score: -20964218.000000 Penalty: 6055.537109
	Iteration 41Q: 3 clusters Score -2.096422e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 145272 members 
Entering Unmasked Estep 
Score: -20964196.000000 Penalty: 6055.537109
	Iteration 42Q: 3 clusters Score -2.09642e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 146026 members 
Entering Unmasked Estep 
Score: -20964316.000000 Penalty: 6055.537109
	Iteration 43Q: 3 clusters Score -2.096432e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 146824 members 
Entering Unmasked Estep 
Score: -20964412.000000 Penalty: 6055.537109
	Iteration 44Q: 3 clusters Score -2.096441e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 147648 members 
Entering Unmasked Estep 
Score: -20964472.000000 Penalty: 6055.537109
	Iteration 45Q: 3 clusters Score -2.096447e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -20964448.000000 Penalty: 6055.537109
	Iteration 46Q: 3 clusters Score -2.096445e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 149230 members 
Entering Unmasked Estep 
Score: -20964494.000000 Penalty: 6055.537109
	Iteration 47Q: 3 clusters Score -2.096449e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -20964538.000000 Penalty: 6055.537109
	Iteration 48Q: 3 clusters Score -2.096454e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 150881 members 
Entering Unmasked Estep 
Score: -20964642.000000 Penalty: 6055.537109
	Iteration 49Q: 3 clusters Score -2.096464e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 151686 members 
Entering Unmasked Estep 
Score: -20964718.000000 Penalty: 6055.537109
	Iteration 50Q: 3 clusters Score -2.096472e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 152424 members 
Entering Unmasked Estep 
Score: -20964752.000000 Penalty: 6055.537109
	Iteration 51Q: 3 clusters Score -2.096475e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -20964790.000000 Penalty: 6055.537109
	Iteration 52Q: 3 clusters Score -2.096479e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 153829 members 
Entering Unmasked Estep 
Score: -20964854.000000 Penalty: 6055.537109
	Iteration 53Q: 3 clusters Score -2.096485e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 154496 members 
Entering Unmasked Estep 
Score: -20964876.000000 Penalty: 6055.537109
	Iteration 54Q: 3 clusters Score -2.096488e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 155188 members 
Entering Unmasked Estep 
Score: -20964912.000000 Penalty: 6055.537109
	Iteration 55Q: 3 clusters Score -2.096491e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -20965008.000000 Penalty: 6055.537109
	Iteration 56Q: 3 clusters Score -2.096501e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -20965002.000000 Penalty: 6055.537109
	Iteration 57Q: 3 clusters Score -2.0965e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 157301 members 
Entering Unmasked Estep 
Score: -20965022.000000 Penalty: 6055.537109
	Iteration 58Q: 3 clusters Score -2.096502e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -20965088.000000 Penalty: 6055.537109
	Iteration 59Q: 3 clusters Score -2.096509e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -20965170.000000 Penalty: 6055.537109
	Iteration 60F: 3 clusters Score -2.096517e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 159509 members 
Entering Unmasked Estep 
Score: -20965276.000000 Penalty: 6055.537109
	Iteration 61Q: 3 clusters Score -2.096528e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 160220 members 
Entering Unmasked Estep 
Score: -20965394.000000 Penalty: 6055.537109
	Iteration 62Q: 3 clusters Score -2.096539e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 160901 members 
Entering Unmasked Estep 
Score: -20965382.000000 Penalty: 6055.537109
	Iteration 63Q: 3 clusters Score -2.096538e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 161561 members 
Entering Unmasked Estep 
Score: -20965438.000000 Penalty: 6055.537109
	Iteration 64Q: 3 clusters Score -2.096544e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 162196 members 
Entering Unmasked Estep 
Score: -20965534.000000 Penalty: 6055.537109
	Iteration 65Q: 3 clusters Score -2.096553e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 162842 members 
Entering Unmasked Estep 
Score: -20965646.000000 Penalty: 6055.537109
	Iteration 66Q: 3 clusters Score -2.096565e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 163469 members 
Entering Unmasked Estep 
Score: -20965682.000000 Penalty: 6055.537109
	Iteration 67Q: 3 clusters Score -2.096568e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -20965730.000000 Penalty: 6055.537109
	Iteration 68Q: 3 clusters Score -2.096573e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 164652 members 
Entering Unmasked Estep 
Score: -20965818.000000 Penalty: 6055.537109
	Iteration 69Q: 3 clusters Score -2.096582e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 165230 members 
Entering Unmasked Estep 
Score: -20965856.000000 Penalty: 6055.537109
	Iteration 70Q: 3 clusters Score -2.096586e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 165810 members 
Entering Unmasked Estep 
Score: -20965846.000000 Penalty: 6055.537109
	Iteration 71Q: 3 clusters Score -2.096585e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 166371 members 
Entering Unmasked Estep 
Score: -20965904.000000 Penalty: 6055.537109
	Iteration 72Q: 3 clusters Score -2.09659e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 166902 members 
Entering Unmasked Estep 
Score: -20966090.000000 Penalty: 6055.537109
	Iteration 73Q: 3 clusters Score -2.096609e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 167451 members 
Entering Unmasked Estep 
Score: -20966176.000000 Penalty: 6055.537109
	Iteration 74Q: 3 clusters Score -2.096618e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 167973 members 
Entering Unmasked Estep 
Score: -20966238.000000 Penalty: 6055.537109
	Iteration 75Q: 3 clusters Score -2.096624e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -20966300.000000 Penalty: 6055.537109
	Iteration 76Q: 3 clusters Score -2.09663e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 169002 members 
Entering Unmasked Estep 
Score: -20966380.000000 Penalty: 6055.537109
	Iteration 77Q: 3 clusters Score -2.096638e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 169538 members 
Entering Unmasked Estep 
Score: -20966498.000000 Penalty: 6055.537109
	Iteration 78Q: 3 clusters Score -2.09665e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 170092 members 
Entering Unmasked Estep 
Score: -20966630.000000 Penalty: 6055.537109
	Iteration 79Q: 3 clusters Score -2.096663e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 170616 members 
Entering Unmasked Estep 
Score: -20966638.000000 Penalty: 6055.537109
	Iteration 80F: 3 clusters Score -2.096664e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 171115 members 
Entering Unmasked Estep 
Score: -20966756.000000 Penalty: 6055.537109
	Iteration 81Q: 3 clusters Score -2.096676e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -20966826.000000 Penalty: 6055.537109
	Iteration 82Q: 3 clusters Score -2.096683e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 172264 members 
Entering Unmasked Estep 
Score: -20966874.000000 Penalty: 6055.537109
	Iteration 83Q: 3 clusters Score -2.096687e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 172880 members 
Entering Unmasked Estep 
Score: -20967056.000000 Penalty: 6055.537109
	Iteration 84Q: 3 clusters Score -2.096706e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 173513 members 
Entering Unmasked Estep 
Score: -20967082.000000 Penalty: 6055.537109
	Iteration 85Q: 3 clusters Score -2.096708e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 174140 members 
Entering Unmasked Estep 
Score: -20967208.000000 Penalty: 6055.537109
	Iteration 86Q: 3 clusters Score -2.096721e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 174762 members 
Entering Unmasked Estep 
Score: -20967342.000000 Penalty: 6055.537109
	Iteration 87Q: 3 clusters Score -2.096734e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 175380 members 
Entering Unmasked Estep 
Score: -20967428.000000 Penalty: 6055.537109
	Iteration 88Q: 3 clusters Score -2.096743e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -20967502.000000 Penalty: 6055.537109
	Iteration 89Q: 3 clusters Score -2.09675e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 176571 members 
Entering Unmasked Estep 
Score: -20967676.000000 Penalty: 6055.537109
	Iteration 90Q: 3 clusters Score -2.096768e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 177142 members 
Entering Unmasked Estep 
Score: -20967746.000000 Penalty: 6055.537109
	Iteration 91Q: 3 clusters Score -2.096775e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 177697 members 
Entering Unmasked Estep 
Score: -20967810.000000 Penalty: 6055.537109
	Iteration 92Q: 3 clusters Score -2.096781e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 178261 members 
Entering Unmasked Estep 
Score: -20967944.000000 Penalty: 6055.537109
	Iteration 93Q: 3 clusters Score -2.096794e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 178837 members 
Entering Unmasked Estep 
Score: -20968056.000000 Penalty: 6055.537109
	Iteration 94Q: 3 clusters Score -2.096806e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 179402 members 
Entering Unmasked Estep 
Score: -20968120.000000 Penalty: 6055.537109
	Iteration 95Q: 3 clusters Score -2.096812e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 179950 members 
Entering Unmasked Estep 
Score: -20968170.000000 Penalty: 6055.537109
	Iteration 96Q: 3 clusters Score -2.096817e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 180513 members 
Entering Unmasked Estep 
Score: -20968300.000000 Penalty: 6055.537109
	Iteration 97Q: 3 clusters Score -2.09683e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 181092 members 
Entering Unmasked Estep 
Score: -20968342.000000 Penalty: 6055.537109
	Iteration 98Q: 3 clusters Score -2.096834e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 181652 members 
Entering Unmasked Estep 
Score: -20968488.000000 Penalty: 6055.537109
	Iteration 99Q: 3 clusters Score -2.096849e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 182179 members 
Entering Unmasked Estep 
Score: -20968618.000000 Penalty: 6055.537109
	Iteration 100F: 3 clusters Score -2.096862e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 182732 members 
Entering Unmasked Estep 
Score: -20968776.000000 Penalty: 6055.537109
	Iteration 101Q: 3 clusters Score -2.096878e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 183267 members 
Entering Unmasked Estep 
Score: -20968750.000000 Penalty: 6055.537109
	Iteration 102Q: 3 clusters Score -2.096875e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 183758 members 
Entering Unmasked Estep 
Score: -20968934.000000 Penalty: 6055.537109
	Iteration 103Q: 3 clusters Score -2.096893e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 184229 members 
Entering Unmasked Estep 
Score: -20968994.000000 Penalty: 6055.537109
	Iteration 104Q: 3 clusters Score -2.096899e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 184658 members 
Entering Unmasked Estep 
Score: -20969076.000000 Penalty: 6055.537109
	Iteration 105Q: 3 clusters Score -2.096908e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 185079 members 
Entering Unmasked Estep 
Score: -20969098.000000 Penalty: 6055.537109
	Iteration 106Q: 3 clusters Score -2.09691e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 185503 members 
Entering Unmasked Estep 
Score: -20969110.000000 Penalty: 6055.537109
	Iteration 107Q: 3 clusters Score -2.096911e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 185894 members 
Entering Unmasked Estep 
Score: -20969172.000000 Penalty: 6055.537109
	Iteration 108Q: 3 clusters Score -2.096917e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 186280 members 
Entering Unmasked Estep 
Score: -20969278.000000 Penalty: 6055.537109
	Iteration 109Q: 3 clusters Score -2.096928e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 186649 members 
Entering Unmasked Estep 
Score: -20969320.000000 Penalty: 6055.537109
	Iteration 110Q: 3 clusters Score -2.096932e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 187008 members 
Entering Unmasked Estep 
Score: -20969392.000000 Penalty: 6055.537109
	Iteration 111Q: 3 clusters Score -2.096939e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 187365 members 
Entering Unmasked Estep 
Score: -20969442.000000 Penalty: 6055.537109
	Iteration 112Q: 3 clusters Score -2.096944e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 187684 members 
Entering Unmasked Estep 
Score: -20969524.000000 Penalty: 6055.537109
	Iteration 113Q: 3 clusters Score -2.096952e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 188022 members 
Entering Unmasked Estep 
Score: -20969544.000000 Penalty: 6055.537109
	Iteration 114Q: 3 clusters Score -2.096954e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 188340 members 
Entering Unmasked Estep 
Score: -20969524.000000 Penalty: 6055.537109
	Iteration 115Q: 3 clusters Score -2.096952e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 188647 members 
Entering Unmasked Estep 
Score: -20969538.000000 Penalty: 6055.537109
	Iteration 116Q: 3 clusters Score -2.096954e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 188910 members 
Entering Unmasked Estep 
Score: -20969504.000000 Penalty: 6055.537109
	Iteration 117Q: 3 clusters Score -2.09695e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 189170 members 
Entering Unmasked Estep 
Score: -20969460.000000 Penalty: 6055.537109
	Iteration 118Q: 3 clusters Score -2.096946e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 189402 members 
Entering Unmasked Estep 
Score: -20969466.000000 Penalty: 6055.537109
	Iteration 119Q: 3 clusters Score -2.096947e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 189642 members 
Entering Unmasked Estep 
Score: -20969492.000000 Penalty: 6055.537109
	Iteration 120F: 3 clusters Score -2.096949e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 189853 members 
Entering Unmasked Estep 
Score: -20969502.000000 Penalty: 6055.537109
	Iteration 121Q: 3 clusters Score -2.09695e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 190049 members 
Entering Unmasked Estep 
Score: -20969504.000000 Penalty: 6055.537109
	Iteration 122Q: 3 clusters Score -2.09695e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 190246 members 
Entering Unmasked Estep 
Score: -20969456.000000 Penalty: 6055.537109
	Iteration 123Q: 3 clusters Score -2.096946e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 190429 members 
Entering Unmasked Estep 
Score: -20969498.000000 Penalty: 6055.537109
	Iteration 124Q: 3 clusters Score -2.09695e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 190613 members 
Entering Unmasked Estep 
Score: -20969516.000000 Penalty: 6055.537109
	Iteration 125Q: 3 clusters Score -2.096952e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 190777 members 
Entering Unmasked Estep 
Score: -20969556.000000 Penalty: 6055.537109
	Iteration 126Q: 3 clusters Score -2.096956e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 190911 members 
Entering Unmasked Estep 
Score: -20969586.000000 Penalty: 6055.537109
	Iteration 127Q: 3 clusters Score -2.096959e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 191054 members 
Entering Unmasked Estep 
Score: -20969656.000000 Penalty: 6055.537109
	Iteration 128Q: 3 clusters Score -2.096966e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 191196 members 
Entering Unmasked Estep 
Score: -20969694.000000 Penalty: 6055.537109
	Iteration 129Q: 3 clusters Score -2.096969e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 191342 members 
Entering Unmasked Estep 
Score: -20969706.000000 Penalty: 6055.537109
	Iteration 130Q: 3 clusters Score -2.096971e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 191478 members 
Entering Unmasked Estep 
Score: -20969706.000000 Penalty: 6055.537109
	Iteration 131Q: 3 clusters Score -2.096971e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 191604 members 
Entering Unmasked Estep 
Score: -20969730.000000 Penalty: 6055.537109
	Iteration 132Q: 3 clusters Score -2.096973e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 191717 members 
Entering Unmasked Estep 
Score: -20969796.000000 Penalty: 6055.537109
	Iteration 133Q: 3 clusters Score -2.09698e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 191841 members 
Entering Unmasked Estep 
Score: -20969838.000000 Penalty: 6055.537109
	Iteration 134Q: 3 clusters Score -2.096984e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 191944 members 
Entering Unmasked Estep 
Score: -20969880.000000 Penalty: 6055.537109
	Iteration 135Q: 3 clusters Score -2.096988e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 192045 members 
Entering Unmasked Estep 
Score: -20969914.000000 Penalty: 6055.537109
	Iteration 136Q: 3 clusters Score -2.096991e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 192137 members 
Entering Unmasked Estep 
Score: -20969922.000000 Penalty: 6055.537109
	Iteration 137Q: 3 clusters Score -2.096992e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 192239 members 
Entering Unmasked Estep 
Score: -20969934.000000 Penalty: 6055.537109
	Iteration 138Q: 3 clusters Score -2.096993e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 192336 members 
Entering Unmasked Estep 
Score: -20969948.000000 Penalty: 6055.537109
	Iteration 139Q: 3 clusters Score -2.096995e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 192433 members 
Entering Unmasked Estep 
Score: -20969968.000000 Penalty: 6055.537109
	Iteration 140F: 3 clusters Score -2.096997e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 192524 members 
Entering Unmasked Estep 
Score: -20970018.000000 Penalty: 6055.537109
	Iteration 141Q: 3 clusters Score -2.097002e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 192596 members 
Entering Unmasked Estep 
Score: -20970010.000000 Penalty: 6055.537109
	Iteration 142Q: 3 clusters Score -2.097001e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 192670 members 
Entering Unmasked Estep 
Score: -20970006.000000 Penalty: 6055.537109
	Iteration 143Q: 3 clusters Score -2.097001e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 192736 members 
Entering Unmasked Estep 
Score: -20970038.000000 Penalty: 6055.537109
	Iteration 144Q: 3 clusters Score -2.097004e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 192812 members 
Entering Unmasked Estep 
Score: -20970066.000000 Penalty: 6055.537109
	Iteration 145Q: 3 clusters Score -2.097007e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 192874 members 
Entering Unmasked Estep 
Score: -20970062.000000 Penalty: 6055.537109
	Iteration 146Q: 3 clusters Score -2.097006e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -20970070.000000 Penalty: 6055.537109
	Iteration 147Q: 3 clusters Score -2.097007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 192989 members 
Entering Unmasked Estep 
Score: -20970064.000000 Penalty: 6055.537109
	Iteration 148Q: 3 clusters Score -2.097006e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 193043 members 
Entering Unmasked Estep 
Score: -20970058.000000 Penalty: 6055.537109
	Iteration 149Q: 3 clusters Score -2.097006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 193096 members 
Entering Unmasked Estep 
Score: -20970076.000000 Penalty: 6055.537109
	Iteration 150Q: 3 clusters Score -2.097008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 193139 members 
Entering Unmasked Estep 
Score: -20970072.000000 Penalty: 6055.537109
	Iteration 151Q: 3 clusters Score -2.097007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 193184 members 
Entering Unmasked Estep 
Score: -20970102.000000 Penalty: 6055.537109
	Iteration 152Q: 3 clusters Score -2.09701e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 193241 members 
Entering Unmasked Estep 
Score: -20970098.000000 Penalty: 6055.537109
	Iteration 153Q: 3 clusters Score -2.09701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 193286 members 
Entering Unmasked Estep 
Score: -20970128.000000 Penalty: 6055.537109
	Iteration 154Q: 3 clusters Score -2.097013e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 193324 members 
Entering Unmasked Estep 
Score: -20970110.000000 Penalty: 6055.537109
	Iteration 155Q: 3 clusters Score -2.097011e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 193352 members 
Entering Unmasked Estep 
Score: -20970098.000000 Penalty: 6055.537109
	Iteration 156Q: 3 clusters Score -2.09701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 193382 members 
Entering Unmasked Estep 
Score: -20970100.000000 Penalty: 6055.537109
	Iteration 157Q: 3 clusters Score -2.09701e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 193402 members 
Entering Unmasked Estep 
Score: -20970080.000000 Penalty: 6055.537109
	Iteration 158Q: 3 clusters Score -2.097008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 193422 members 
Entering Unmasked Estep 
Score: -20970116.000000 Penalty: 6055.537109
	Iteration 159Q: 3 clusters Score -2.097012e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 193439 members 
Entering Unmasked Estep 
Score: -20970120.000000 Penalty: 6055.537109
	Iteration 160F: 3 clusters Score -2.097012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 193457 members 
Entering Unmasked Estep 
Score: -20970128.000000 Penalty: 6055.537109
	Iteration 161Q: 3 clusters Score -2.097013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 193477 members 
Entering Unmasked Estep 
Score: -20970106.000000 Penalty: 6055.537109
	Iteration 162Q: 3 clusters Score -2.097011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -20970112.000000 Penalty: 6055.537109
	Iteration 163Q: 3 clusters Score -2.097011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 193502 members 
Entering Unmasked Estep 
Score: -20970112.000000 Penalty: 6055.537109
	Iteration 164Q: 3 clusters Score -2.097011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 193511 members 
Entering Unmasked Estep 
Score: -20970126.000000 Penalty: 6055.537109
	Iteration 165Q: 3 clusters Score -2.097013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 193517 members 
Entering Unmasked Estep 
Score: -20970142.000000 Penalty: 6055.537109
	Iteration 166Q: 3 clusters Score -2.097014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 193524 members 
Entering Unmasked Estep 
Score: -20970138.000000 Penalty: 6055.537109
	Iteration 167Q: 3 clusters Score -2.097014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 193533 members 
Entering Unmasked Estep 
Score: -20970148.000000 Penalty: 6055.537109
	Iteration 168Q: 3 clusters Score -2.097015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 193536 members 
Entering Unmasked Estep 
Score: -20970142.000000 Penalty: 6055.537109
	Iteration 169Q: 3 clusters Score -2.097014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 193539 members 
Entering Unmasked Estep 
Score: -20970144.000000 Penalty: 6055.537109
	Iteration 170Q: 3 clusters Score -2.097014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 193540 members 
Entering Unmasked Estep 
Score: -20970142.000000 Penalty: 6055.537109
	Iteration 171Q: 3 clusters Score -2.097014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 193542 members 
Entering Unmasked Estep 
Score: -20970132.000000 Penalty: 6055.537109
	Iteration 172Q: 3 clusters Score -2.097013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 193545 members 
Entering Unmasked Estep 
Score: -20970138.000000 Penalty: 6055.537109
	Iteration 173Q: 3 clusters Score -2.097014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 193551 members 
Entering Unmasked Estep 
Score: -20970130.000000 Penalty: 6055.537109
	Iteration 174Q: 3 clusters Score -2.097013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 193558 members 
Entering Unmasked Estep 
Score: -20970128.000000 Penalty: 6055.537109
	Iteration 175Q: 3 clusters Score -2.097013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 193571 members 
Entering Unmasked Estep 
Score: -20970130.000000 Penalty: 6055.537109
	Iteration 176Q: 3 clusters Score -2.097013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 193581 members 
Entering Unmasked Estep 
Score: -20970130.000000 Penalty: 6055.537109
	Iteration 177Q: 3 clusters Score -2.097013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 193593 members 
Entering Unmasked Estep 
Score: -20970118.000000 Penalty: 6055.537109
	Iteration 178Q: 3 clusters Score -2.097012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 193608 members 
Entering Unmasked Estep 
Score: -20970142.000000 Penalty: 6055.537109
	Iteration 179Q: 3 clusters Score -2.097014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 193615 members 
Entering Unmasked Estep 
Score: -20970128.000000 Penalty: 6055.537109
	Iteration 180F: 3 clusters Score -2.097013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 193624 members 
Entering Unmasked Estep 
Score: -20970146.000000 Penalty: 6055.537109
	Iteration 181Q: 3 clusters Score -2.097015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -20970162.000000 Penalty: 6055.537109
	Iteration 182Q: 3 clusters Score -2.097016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 193648 members 
Entering Unmasked Estep 
Score: -20970172.000000 Penalty: 6055.537109
	Iteration 183Q: 3 clusters Score -2.097017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 193652 members 
Entering Unmasked Estep 
Score: -20970184.000000 Penalty: 6055.537109
	Iteration 184Q: 3 clusters Score -2.097018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 193654 members 
Entering Unmasked Estep 
Score: -20970176.000000 Penalty: 6055.537109
	Iteration 185Q: 3 clusters Score -2.097018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 193655 members 
Entering Unmasked Estep 
Score: -20970180.000000 Penalty: 6055.537109
	Iteration 186Q: 3 clusters Score -2.097018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 193657 members 
Entering Unmasked Estep 
Score: -20970174.000000 Penalty: 6055.537109
	Iteration 187Q: 3 clusters Score -2.097017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 193657 members 
Entering Unmasked Estep 
Score: -20970174.000000 Penalty: 6055.537109
	Iteration 188F: 3 clusters Score -2.097017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Entering Unmasked Estep 
Score: -3314119.750000 Penalty: 2569.199951
	Iteration 0F: 2 clusters Score -3314120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3292422.500000 Penalty: 5138.399902
	Iteration 0F: 3 clusters Score -3292422 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3300324.750000 Penalty: 5138.399902
	Iteration 1F: 3 clusters Score -3300325 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3300983.000000 Penalty: 5138.399902
	Iteration 2F: 3 clusters Score -3300983 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3301786.250000 Penalty: 5138.399902
	Iteration 3F: 3 clusters Score -3301786 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3302972.750000 Penalty: 5138.399902
	Iteration 4F: 3 clusters Score -3302973 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3304515.250000 Penalty: 5138.399902
	Iteration 5F: 3 clusters Score -3304515 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3306329.750000 Penalty: 5138.399902
	Iteration 6F: 3 clusters Score -3306330 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3308014.250000 Penalty: 5138.399902
	Iteration 7F: 3 clusters Score -3308014 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3309385.500000 Penalty: 5138.399902
	Iteration 8F: 3 clusters Score -3309386 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3310534.000000 Penalty: 5138.399902
	Iteration 9Q: 3 clusters Score -3310534 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3311415.500000 Penalty: 5138.399902
	Iteration 10Q: 3 clusters Score -3311416 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3311905.500000 Penalty: 5138.399902
	Iteration 11Q: 3 clusters Score -3311906 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3312111.250000 Penalty: 5138.399902
	Iteration 12Q: 3 clusters Score -3312111 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3312214.250000 Penalty: 5138.399902
	Iteration 13Q: 3 clusters Score -3312214 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3312279.500000 Penalty: 5138.399902
	Iteration 14Q: 3 clusters Score -3312280 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3312309.000000 Penalty: 5138.399902
	Iteration 15Q: 3 clusters Score -3312309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3312329.500000 Penalty: 5138.399902
	Iteration 16Q: 3 clusters Score -3312330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3312340.250000 Penalty: 5138.399902
	Iteration 17Q: 3 clusters Score -3312340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3312360.500000 Penalty: 5138.399902
	Iteration 18Q: 3 clusters Score -3312360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3312363.500000 Penalty: 5138.399902
	Iteration 19Q: 3 clusters Score -3312364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3312361.500000 Penalty: 5138.399902
	Iteration 20F: 3 clusters Score -3312362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3312369.250000 Penalty: 5138.399902
	Iteration 21Q: 3 clusters Score -3312369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3312383.750000 Penalty: 5138.399902
	Iteration 22Q: 3 clusters Score -3312384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3312393.250000 Penalty: 5138.399902
	Iteration 23Q: 3 clusters Score -3312393 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3312403.250000 Penalty: 5138.399902
	Iteration 24Q: 3 clusters Score -3312403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -3312403.750000 Penalty: 5138.399902
	Iteration 25Q: 3 clusters Score -3312404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3312408.000000 Penalty: 5138.399902
	Iteration 26Q: 3 clusters Score -3312408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3312414.750000 Penalty: 5138.399902
	Iteration 27Q: 3 clusters Score -3312415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3312408.500000 Penalty: 5138.399902
	Iteration 28Q: 3 clusters Score -3312408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3312415.250000 Penalty: 5138.399902
	Iteration 29Q: 3 clusters Score -3312415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3312416.750000 Penalty: 5138.399902
	Iteration 30Q: 3 clusters Score -3312417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3312413.000000 Penalty: 5138.399902
	Iteration 31Q: 3 clusters Score -3312413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3312411.750000 Penalty: 5138.399902
	Iteration 32Q: 3 clusters Score -3312412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3312418.500000 Penalty: 5138.399902
	Iteration 33Q: 3 clusters Score -3312418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3312418.250000 Penalty: 5138.399902
	Iteration 34Q: 3 clusters Score -3312418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3312416.500000 Penalty: 5138.399902
	Iteration 35Q: 3 clusters Score -3312416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3312416.250000 Penalty: 5138.399902
	Iteration 36Q: 3 clusters Score -3312416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -3312414.750000 Penalty: 5138.399902
	Iteration 37Q: 3 clusters Score -3312415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3312418.500000 Penalty: 5138.399902
	Iteration 38Q: 3 clusters Score -3312418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3312418.250000 Penalty: 5138.399902
	Iteration 39Q: 3 clusters Score -3312418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3312418.250000 Penalty: 5138.399902
	Iteration 40F: 3 clusters Score -3312418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Entering Unmasked Estep 
Score: -5075228.000000 Penalty: 2681.812500
	Iteration 0F: 2 clusters Score -5075228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -5041474.500000 Penalty: 5363.625000
	Iteration 0F: 3 clusters Score -5041474 nChanged 23142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -5054544.000000 Penalty: 5363.625000
	Iteration 1F: 3 clusters Score -5054544 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -5055022.500000 Penalty: 5363.625000
	Iteration 2Q: 3 clusters Score -5055022 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -5055444.500000 Penalty: 5363.625000
	Iteration 3Q: 3 clusters Score -5055444 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -5055864.000000 Penalty: 5363.625000
	Iteration 4Q: 3 clusters Score -5055864 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -5056382.000000 Penalty: 5363.625000
	Iteration 5Q: 3 clusters Score -5056382 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -5057066.500000 Penalty: 5363.625000
	Iteration 6Q: 3 clusters Score -5057066 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5058133.500000 Penalty: 5363.625000
	Iteration 7Q: 3 clusters Score -5058134 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -5059689.500000 Penalty: 5363.625000
	Iteration 8F: 3 clusters Score -5059690 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -5061904.000000 Penalty: 5363.625000
	Iteration 9F: 3 clusters Score -5061904 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -5064644.000000 Penalty: 5363.625000
	Iteration 10F: 3 clusters Score -5064644 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -5067311.500000 Penalty: 5363.625000
	Iteration 11F: 3 clusters Score -5067312 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -5069359.000000 Penalty: 5363.625000
	Iteration 12Q: 3 clusters Score -5069359 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5070758.500000 Penalty: 5363.625000
	Iteration 13Q: 3 clusters Score -5070758 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5071585.500000 Penalty: 5363.625000
	Iteration 14Q: 3 clusters Score -5071586 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5072057.500000 Penalty: 5363.625000
	Iteration 15Q: 3 clusters Score -5072058 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5072345.000000 Penalty: 5363.625000
	Iteration 16Q: 3 clusters Score -5072345 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5072522.500000 Penalty: 5363.625000
	Iteration 17Q: 3 clusters Score -5072522 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5072629.000000 Penalty: 5363.625000
	Iteration 18Q: 3 clusters Score -5072629 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5072723.500000 Penalty: 5363.625000
	Iteration 19Q: 3 clusters Score -5072724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5072807.500000 Penalty: 5363.625000
	Iteration 20F: 3 clusters Score -5072808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5072857.500000 Penalty: 5363.625000
	Iteration 21Q: 3 clusters Score -5072858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5072902.000000 Penalty: 5363.625000
	Iteration 22Q: 3 clusters Score -5072902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5072944.000000 Penalty: 5363.625000
	Iteration 23Q: 3 clusters Score -5072944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5072985.000000 Penalty: 5363.625000
	Iteration 24Q: 3 clusters Score -5072985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5073001.000000 Penalty: 5363.625000
	Iteration 25Q: 3 clusters Score -5073001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5073032.000000 Penalty: 5363.625000
	Iteration 26Q: 3 clusters Score -5073032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5073059.500000 Penalty: 5363.625000
	Iteration 27Q: 3 clusters Score -5073060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5073075.500000 Penalty: 5363.625000
	Iteration 28Q: 3 clusters Score -5073076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5073079.000000 Penalty: 5363.625000
	Iteration 29Q: 3 clusters Score -5073079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5073093.000000 Penalty: 5363.625000
	Iteration 30Q: 3 clusters Score -5073093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5073094.500000 Penalty: 5363.625000
	Iteration 31Q: 3 clusters Score -5073094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5073093.000000 Penalty: 5363.625000
	Iteration 32Q: 3 clusters Score -5073093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5073095.000000 Penalty: 5363.625000
	Iteration 33Q: 3 clusters Score -5073095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5073099.500000 Penalty: 5363.625000
	Iteration 34Q: 3 clusters Score -5073100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5073095.500000 Penalty: 5363.625000
	Iteration 35Q: 3 clusters Score -5073096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5073099.000000 Penalty: 5363.625000
	Iteration 36Q: 3 clusters Score -5073099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5073095.500000 Penalty: 5363.625000
	Iteration 37Q: 3 clusters Score -5073096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5073098.500000 Penalty: 5363.625000
	Iteration 38Q: 3 clusters Score -5073098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5073099.000000 Penalty: 5363.625000
	Iteration 39Q: 3 clusters Score -5073099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5073101.000000 Penalty: 5363.625000
	Iteration 40F: 3 clusters Score -5073101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5073101.000000 Penalty: 5363.625000
	Iteration 41Q: 3 clusters Score -5073101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5073101.000000 Penalty: 5363.625000
	Iteration 42F: 3 clusters Score -5073101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Entering Unmasked Estep 
Score: -1658537.750000 Penalty: 2393.315186
	Iteration 0F: 2 clusters Score -1658538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1647442.625000 Penalty: 4786.630371
	Iteration 0F: 3 clusters Score -1647443 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1650914.500000 Penalty: 4786.630371
	Iteration 1F: 3 clusters Score -1650914 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1651220.250000 Penalty: 4786.630371
	Iteration 2F: 3 clusters Score -1651220 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1651460.875000 Penalty: 4786.630371
	Iteration 3Q: 3 clusters Score -1651461 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1651658.875000 Penalty: 4786.630371
	Iteration 4Q: 3 clusters Score -1651659 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1651868.375000 Penalty: 4786.630371
	Iteration 5Q: 3 clusters Score -1651868 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1652113.750000 Penalty: 4786.630371
	Iteration 6Q: 3 clusters Score -1652114 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1652426.875000 Penalty: 4786.630371
	Iteration 7Q: 3 clusters Score -1652427 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1652800.625000 Penalty: 4786.630371
	Iteration 8Q: 3 clusters Score -1652801 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1653290.750000 Penalty: 4786.630371
	Iteration 9F: 3 clusters Score -1653291 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1653874.375000 Penalty: 4786.630371
	Iteration 10F: 3 clusters Score -1653874 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1654478.625000 Penalty: 4786.630371
	Iteration 11F: 3 clusters Score -1654479 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1655075.875000 Penalty: 4786.630371
	Iteration 12Q: 3 clusters Score -1655076 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1655560.000000 Penalty: 4786.630371
	Iteration 13Q: 3 clusters Score -1655560 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1655916.250000 Penalty: 4786.630371
	Iteration 14Q: 3 clusters Score -1655916 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1656158.125000 Penalty: 4786.630371
	Iteration 15Q: 3 clusters Score -1656158 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1656291.125000 Penalty: 4786.630371
	Iteration 16Q: 3 clusters Score -1656291 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1656380.375000 Penalty: 4786.630371
	Iteration 17Q: 3 clusters Score -1656380 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1656439.250000 Penalty: 4786.630371
	Iteration 18Q: 3 clusters Score -1656439 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1656474.750000 Penalty: 4786.630371
	Iteration 19Q: 3 clusters Score -1656475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1656496.875000 Penalty: 4786.630371
	Iteration 20F: 3 clusters Score -1656497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1656518.000000 Penalty: 4786.630371
	Iteration 21Q: 3 clusters Score -1656518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1656525.500000 Penalty: 4786.630371
	Iteration 22Q: 3 clusters Score -1656526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1656539.000000 Penalty: 4786.630371
	Iteration 23Q: 3 clusters Score -1656539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -1656551.375000 Penalty: 4786.630371
	Iteration 24Q: 3 clusters Score -1656551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1656563.750000 Penalty: 4786.630371
	Iteration 25Q: 3 clusters Score -1656564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1656571.500000 Penalty: 4786.630371
	Iteration 26Q: 3 clusters Score -1656572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1656587.125000 Penalty: 4786.630371
	Iteration 27Q: 3 clusters Score -1656587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1656593.250000 Penalty: 4786.630371
	Iteration 28Q: 3 clusters Score -1656593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1656597.750000 Penalty: 4786.630371
	Iteration 29Q: 3 clusters Score -1656598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1656597.375000 Penalty: 4786.630371
	Iteration 30Q: 3 clusters Score -1656597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1656601.625000 Penalty: 4786.630371
	Iteration 31Q: 3 clusters Score -1656602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1656602.875000 Penalty: 4786.630371
	Iteration 32Q: 3 clusters Score -1656603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1656605.500000 Penalty: 4786.630371
	Iteration 33Q: 3 clusters Score -1656606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1656605.125000 Penalty: 4786.630371
	Iteration 34Q: 3 clusters Score -1656605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1656606.375000 Penalty: 4786.630371
	Iteration 35Q: 3 clusters Score -1656606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1656608.375000 Penalty: 4786.630371
	Iteration 36Q: 3 clusters Score -1656608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1656610.625000 Penalty: 4786.630371
	Iteration 37Q: 3 clusters Score -1656611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1656610.000000 Penalty: 4786.630371
	Iteration 38Q: 3 clusters Score -1656610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1656615.250000 Penalty: 4786.630371
	Iteration 39Q: 3 clusters Score -1656615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1656617.500000 Penalty: 4786.630371
	Iteration 40F: 3 clusters Score -1656618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1656621.750000 Penalty: 4786.630371
	Iteration 41Q: 3 clusters Score -1656622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1656622.750000 Penalty: 4786.630371
	Iteration 42Q: 3 clusters Score -1656623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1656627.875000 Penalty: 4786.630371
	Iteration 43Q: 3 clusters Score -1656628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1656632.875000 Penalty: 4786.630371
	Iteration 44Q: 3 clusters Score -1656633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1656640.625000 Penalty: 4786.630371
	Iteration 45Q: 3 clusters Score -1656641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1656644.250000 Penalty: 4786.630371
	Iteration 46Q: 3 clusters Score -1656644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1656644.375000 Penalty: 4786.630371
	Iteration 47Q: 3 clusters Score -1656644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1656647.125000 Penalty: 4786.630371
	Iteration 48Q: 3 clusters Score -1656647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1656647.125000 Penalty: 4786.630371
	Iteration 49Q: 3 clusters Score -1656647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1656648.875000 Penalty: 4786.630371
	Iteration 50Q: 3 clusters Score -1656649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1656653.000000 Penalty: 4786.630371
	Iteration 51Q: 3 clusters Score -1656653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1656653.000000 Penalty: 4786.630371
	Iteration 52Q: 3 clusters Score -1656653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1656653.250000 Penalty: 4786.630371
	Iteration 53Q: 3 clusters Score -1656653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1656653.500000 Penalty: 4786.630371
	Iteration 54Q: 3 clusters Score -1656654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1656653.500000 Penalty: 4786.630371
	Iteration 55F: 3 clusters Score -1656654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Entering Unmasked Estep 
Score: -7151910.000000 Penalty: 2759.031982
	Iteration 0F: 2 clusters Score -7151910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -7106319.500000 Penalty: 5518.063965
	Iteration 0F: 3 clusters Score -7106320 nChanged 31620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -7124175.500000 Penalty: 5518.063965
	Iteration 1F: 3 clusters Score -7124176 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -7124795.000000 Penalty: 5518.063965
	Iteration 2Q: 3 clusters Score -7124795 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -7125341.000000 Penalty: 5518.063965
	Iteration 3Q: 3 clusters Score -7125341 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -7125801.000000 Penalty: 5518.063965
	Iteration 4Q: 3 clusters Score -7125801 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -7126312.500000 Penalty: 5518.063965
	Iteration 5Q: 3 clusters Score -7126312 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7126967.000000 Penalty: 5518.063965
	Iteration 6Q: 3 clusters Score -7126967 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7127861.000000 Penalty: 5518.063965
	Iteration 7Q: 3 clusters Score -7127861 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -7129088.000000 Penalty: 5518.063965
	Iteration 8Q: 3 clusters Score -7129088 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -7130961.000000 Penalty: 5518.063965
	Iteration 9Q: 3 clusters Score -7130961 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7133396.000000 Penalty: 5518.063965
	Iteration 10F: 3 clusters Score -7133396 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7136345.000000 Penalty: 5518.063965
	Iteration 11F: 3 clusters Score -7136345 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -7139114.500000 Penalty: 5518.063965
	Iteration 12F: 3 clusters Score -7139114 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -7141071.500000 Penalty: 5518.063965
	Iteration 13Q: 3 clusters Score -7141072 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -7142228.000000 Penalty: 5518.063965
	Iteration 14Q: 3 clusters Score -7142228 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -7142889.500000 Penalty: 5518.063965
	Iteration 15Q: 3 clusters Score -7142890 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -7143345.000000 Penalty: 5518.063965
	Iteration 16Q: 3 clusters Score -7143345 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -7143722.000000 Penalty: 5518.063965
	Iteration 17Q: 3 clusters Score -7143722 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -7144040.000000 Penalty: 5518.063965
	Iteration 18Q: 3 clusters Score -7144040 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -7144445.500000 Penalty: 5518.063965
	Iteration 19Q: 3 clusters Score -7144446 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -7144804.500000 Penalty: 5518.063965
	Iteration 20F: 3 clusters Score -7144804 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -7145112.500000 Penalty: 5518.063965
	Iteration 21Q: 3 clusters Score -7145112 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -7145365.500000 Penalty: 5518.063965
	Iteration 22Q: 3 clusters Score -7145366 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -7145620.000000 Penalty: 5518.063965
	Iteration 23Q: 3 clusters Score -7145620 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -7145824.000000 Penalty: 5518.063965
	Iteration 24Q: 3 clusters Score -7145824 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -7146049.000000 Penalty: 5518.063965
	Iteration 25Q: 3 clusters Score -7146049 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -7146202.000000 Penalty: 5518.063965
	Iteration 26Q: 3 clusters Score -7146202 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -7146389.000000 Penalty: 5518.063965
	Iteration 27Q: 3 clusters Score -7146389 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -7146597.500000 Penalty: 5518.063965
	Iteration 28Q: 3 clusters Score -7146598 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -7146756.000000 Penalty: 5518.063965
	Iteration 29Q: 3 clusters Score -7146756 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -7146904.500000 Penalty: 5518.063965
	Iteration 30Q: 3 clusters Score -7146904 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -7147041.500000 Penalty: 5518.063965
	Iteration 31Q: 3 clusters Score -7147042 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -7147179.500000 Penalty: 5518.063965
	Iteration 32Q: 3 clusters Score -7147180 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -7147317.500000 Penalty: 5518.063965
	Iteration 33Q: 3 clusters Score -7147318 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -7147451.500000 Penalty: 5518.063965
	Iteration 34Q: 3 clusters Score -7147452 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -7147585.500000 Penalty: 5518.063965
	Iteration 35Q: 3 clusters Score -7147586 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 60239 members 
Entering Unmasked Estep 
Score: -7147743.000000 Penalty: 5518.063965
	Iteration 36Q: 3 clusters Score -7147743 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -7147875.000000 Penalty: 5518.063965
	Iteration 37Q: 3 clusters Score -7147875 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -7147972.500000 Penalty: 5518.063965
	Iteration 38Q: 3 clusters Score -7147972 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -7148096.000000 Penalty: 5518.063965
	Iteration 39Q: 3 clusters Score -7148096 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -7148138.000000 Penalty: 5518.063965
	Iteration 40F: 3 clusters Score -7148138 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -7148245.500000 Penalty: 5518.063965
	Iteration 41Q: 3 clusters Score -7148246 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -7148367.000000 Penalty: 5518.063965
	Iteration 42Q: 3 clusters Score -7148367 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -7148454.000000 Penalty: 5518.063965
	Iteration 43Q: 3 clusters Score -7148454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -7148528.000000 Penalty: 5518.063965
	Iteration 44Q: 3 clusters Score -7148528 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
Score: -7148594.000000 Penalty: 5518.063965
	Iteration 45Q: 3 clusters Score -7148594 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -7148666.500000 Penalty: 5518.063965
	Iteration 46Q: 3 clusters Score -7148666 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -7148734.000000 Penalty: 5518.063965
	Iteration 47Q: 3 clusters Score -7148734 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -7148806.500000 Penalty: 5518.063965
	Iteration 48Q: 3 clusters Score -7148806 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -7148871.000000 Penalty: 5518.063965
	Iteration 49Q: 3 clusters Score -7148871 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -7148952.500000 Penalty: 5518.063965
	Iteration 50Q: 3 clusters Score -7148952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -7149015.500000 Penalty: 5518.063965
	Iteration 51Q: 3 clusters Score -7149016 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -7149081.000000 Penalty: 5518.063965
	Iteration 52Q: 3 clusters Score -7149081 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -7149135.500000 Penalty: 5518.063965
	Iteration 53Q: 3 clusters Score -7149136 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -7149191.500000 Penalty: 5518.063965
	Iteration 54Q: 3 clusters Score -7149192 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -7149233.000000 Penalty: 5518.063965
	Iteration 55Q: 3 clusters Score -7149233 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -7149274.500000 Penalty: 5518.063965
	Iteration 56Q: 3 clusters Score -7149274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -7149302.500000 Penalty: 5518.063965
	Iteration 57Q: 3 clusters Score -7149302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -7149321.000000 Penalty: 5518.063965
	Iteration 58Q: 3 clusters Score -7149321 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -7149350.500000 Penalty: 5518.063965
	Iteration 59Q: 3 clusters Score -7149350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -7149368.500000 Penalty: 5518.063965
	Iteration 60F: 3 clusters Score -7149368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -7149386.500000 Penalty: 5518.063965
	Iteration 61Q: 3 clusters Score -7149386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 66086 members 
Entering Unmasked Estep 
Score: -7149411.000000 Penalty: 5518.063965
	Iteration 62Q: 3 clusters Score -7149411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -7149428.000000 Penalty: 5518.063965
	Iteration 63Q: 3 clusters Score -7149428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -7149451.000000 Penalty: 5518.063965
	Iteration 64Q: 3 clusters Score -7149451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -7149463.000000 Penalty: 5518.063965
	Iteration 65Q: 3 clusters Score -7149463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -7149482.500000 Penalty: 5518.063965
	Iteration 66Q: 3 clusters Score -7149482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -7149506.000000 Penalty: 5518.063965
	Iteration 67Q: 3 clusters Score -7149506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -7149513.000000 Penalty: 5518.063965
	Iteration 68Q: 3 clusters Score -7149513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -7149522.500000 Penalty: 5518.063965
	Iteration 69Q: 3 clusters Score -7149522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -7149531.000000 Penalty: 5518.063965
	Iteration 70Q: 3 clusters Score -7149531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -7149540.500000 Penalty: 5518.063965
	Iteration 71Q: 3 clusters Score -7149540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -7149554.000000 Penalty: 5518.063965
	Iteration 72Q: 3 clusters Score -7149554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 66500 members 
Entering Unmasked Estep 
Score: -7149557.500000 Penalty: 5518.063965
	Iteration 73Q: 3 clusters Score -7149558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -7149557.500000 Penalty: 5518.063965
	Iteration 74Q: 3 clusters Score -7149558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -7149561.500000 Penalty: 5518.063965
	Iteration 75Q: 3 clusters Score -7149562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -7149566.000000 Penalty: 5518.063965
	Iteration 76Q: 3 clusters Score -7149566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -7149574.500000 Penalty: 5518.063965
	Iteration 77Q: 3 clusters Score -7149574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 66555 members 
Entering Unmasked Estep 
Score: -7149580.500000 Penalty: 5518.063965
	Iteration 78Q: 3 clusters Score -7149580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -7149581.500000 Penalty: 5518.063965
	Iteration 79Q: 3 clusters Score -7149582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -7149603.500000 Penalty: 5518.063965
	Iteration 80F: 3 clusters Score -7149604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -7149600.500000 Penalty: 5518.063965
	Iteration 81Q: 3 clusters Score -7149600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -7149603.500000 Penalty: 5518.063965
	Iteration 82Q: 3 clusters Score -7149604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -7149603.500000 Penalty: 5518.063965
	Iteration 83Q: 3 clusters Score -7149604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -7149602.000000 Penalty: 5518.063965
	Iteration 84Q: 3 clusters Score -7149602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -7149608.500000 Penalty: 5518.063965
	Iteration 85Q: 3 clusters Score -7149608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -7149606.000000 Penalty: 5518.063965
	Iteration 86Q: 3 clusters Score -7149606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -7149603.500000 Penalty: 5518.063965
	Iteration 87Q: 3 clusters Score -7149604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -7149603.000000 Penalty: 5518.063965
	Iteration 88Q: 3 clusters Score -7149603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -7149609.000000 Penalty: 5518.063965
	Iteration 89Q: 3 clusters Score -7149609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -7149615.000000 Penalty: 5518.063965
	Iteration 90Q: 3 clusters Score -7149615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -7149617.500000 Penalty: 5518.063965
	Iteration 91Q: 3 clusters Score -7149618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -7149627.500000 Penalty: 5518.063965
	Iteration 92Q: 3 clusters Score -7149628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -7149622.500000 Penalty: 5518.063965
	Iteration 93Q: 3 clusters Score -7149622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -7149625.000000 Penalty: 5518.063965
	Iteration 94Q: 3 clusters Score -7149625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 66645 members 
Entering Unmasked Estep 
Score: -7149623.500000 Penalty: 5518.063965
	Iteration 95Q: 3 clusters Score -7149624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 66647 members 
Entering Unmasked Estep 
Score: -7149624.500000 Penalty: 5518.063965
	Iteration 96Q: 3 clusters Score -7149624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -7149629.500000 Penalty: 5518.063965
	Iteration 97Q: 3 clusters Score -7149630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 66655 members 
Entering Unmasked Estep 
Score: -7149630.000000 Penalty: 5518.063965
	Iteration 98Q: 3 clusters Score -7149630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -7149626.500000 Penalty: 5518.063965
	Iteration 99Q: 3 clusters Score -7149626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -7149628.500000 Penalty: 5518.063965
	Iteration 100F: 3 clusters Score -7149628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -7149631.500000 Penalty: 5518.063965
	Iteration 101Q: 3 clusters Score -7149632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -7149631.500000 Penalty: 5518.063965
	Iteration 102Q: 3 clusters Score -7149632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -7149632.500000 Penalty: 5518.063965
	Iteration 103Q: 3 clusters Score -7149632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -7149637.500000 Penalty: 5518.063965
	Iteration 104Q: 3 clusters Score -7149638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 66669 members 
Entering Unmasked Estep 
Score: -7149635.000000 Penalty: 5518.063965
	Iteration 105Q: 3 clusters Score -7149635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -7149644.500000 Penalty: 5518.063965
	Iteration 106Q: 3 clusters Score -7149644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -7149641.000000 Penalty: 5518.063965
	Iteration 107Q: 3 clusters Score -7149641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 66674 members 
Entering Unmasked Estep 
Score: -7149640.500000 Penalty: 5518.063965
	Iteration 108Q: 3 clusters Score -7149640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -7149648.000000 Penalty: 5518.063965
	Iteration 109Q: 3 clusters Score -7149648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -7149648.000000 Penalty: 5518.063965
	Iteration 110F: 3 clusters Score -7149648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219090 members 
Mstep: Class 4 contains 15270 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44909 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200535 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 49700 members 
Mstep: Class 18 contains 15529 members 
Mstep: Class 19 contains 67855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054176.000000 Penalty: 53300.515625
Iteration 479Q: 17 clusters Score -7.005418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219100 members 
Mstep: Class 4 contains 15268 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44909 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200541 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 49700 members 
Mstep: Class 18 contains 15528 members 
Mstep: Class 19 contains 67843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054200.000000 Penalty: 53300.515625
Iteration 480F: 17 clusters Score -7.00542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219106 members 
Mstep: Class 4 contains 15267 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44910 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200541 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 49698 members 
Mstep: Class 18 contains 15529 members 
Mstep: Class 19 contains 67838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054184.000000 Penalty: 53300.515625
Iteration 481Q: 17 clusters Score -7.005418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219115 members 
Mstep: Class 4 contains 15266 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44911 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200539 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 49698 members 
Mstep: Class 18 contains 15530 members 
Mstep: Class 19 contains 67831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054184.000000 Penalty: 53300.515625
Iteration 482Q: 17 clusters Score -7.005418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219121 members 
Mstep: Class 4 contains 15265 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44912 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200536 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 49699 members 
Mstep: Class 18 contains 15530 members 
Mstep: Class 19 contains 67827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054168.000000 Penalty: 53300.515625
Iteration 483Q: 17 clusters Score -7.005417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219124 members 
Mstep: Class 4 contains 15264 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44912 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200538 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 49698 members 
Mstep: Class 18 contains 15530 members 
Mstep: Class 19 contains 67824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054160.000000 Penalty: 53300.515625
Iteration 484Q: 17 clusters Score -7.005416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219127 members 
Mstep: Class 4 contains 15264 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44914 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200539 members 
Mstep: Class 15 contains 31561 members 
Mstep: Class 16 contains 49698 members 
Mstep: Class 18 contains 15531 members 
Mstep: Class 19 contains 67817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054176.000000 Penalty: 53300.515625
Iteration 485Q: 17 clusters Score -7.005418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219133 members 
Mstep: Class 4 contains 15264 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44914 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200538 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49698 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054184.000000 Penalty: 53300.515625
Iteration 486Q: 17 clusters Score -7.005418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219137 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44914 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200539 members 
Mstep: Class 15 contains 31563 members 
Mstep: Class 16 contains 49698 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054192.000000 Penalty: 53300.515625
Iteration 487Q: 17 clusters Score -7.005419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219140 members 
Mstep: Class 4 contains 15264 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44914 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200538 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49699 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054168.000000 Penalty: 53300.515625
Iteration 488Q: 17 clusters Score -7.005417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219143 members 
Mstep: Class 4 contains 15262 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44914 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 200539 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49701 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054168.000000 Penalty: 53300.515625
Iteration 489Q: 17 clusters Score -7.005417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219148 members 
Mstep: Class 4 contains 15262 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44918 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5415 members 
Mstep: Class 12 contains 200541 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49701 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054184.000000 Penalty: 53300.515625
Iteration 490Q: 17 clusters Score -7.005418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219148 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44922 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200542 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49704 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054168.000000 Penalty: 53300.515625
Iteration 491Q: 17 clusters Score -7.005417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219150 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44923 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200545 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49705 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054168.000000 Penalty: 53300.515625
Iteration 492Q: 17 clusters Score -7.005417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219152 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44924 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200547 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054160.000000 Penalty: 53300.515625
Iteration 493Q: 17 clusters Score -7.005416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219156 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44925 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200549 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054176.000000 Penalty: 53300.515625
Iteration 494Q: 17 clusters Score -7.005418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219160 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44926 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200552 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054160.000000 Penalty: 53300.515625
Iteration 495Q: 17 clusters Score -7.005416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219162 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44928 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200553 members 
Mstep: Class 15 contains 31562 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054176.000000 Penalty: 53300.515625
Iteration 496Q: 17 clusters Score -7.005418e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219161 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44933 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200551 members 
Mstep: Class 15 contains 31563 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054152.000000 Penalty: 53300.515625
Iteration 497Q: 17 clusters Score -7.005415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219159 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44935 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200553 members 
Mstep: Class 15 contains 31563 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054176.000000 Penalty: 53300.515625
Iteration 498Q: 17 clusters Score -7.005418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219158 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44936 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200553 members 
Mstep: Class 15 contains 31563 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054176.000000 Penalty: 53300.515625
Iteration 499Q: 17 clusters Score -7.005418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 219157 members 
Mstep: Class 4 contains 15263 members 
Mstep: Class 5 contains 4245 members 
Mstep: Class 6 contains 780 members 
Mstep: Class 7 contains 136 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 44938 members 
Mstep: Class 10 contains 452 members 
Mstep: Class 11 contains 5414 members 
Mstep: Class 12 contains 200554 members 
Mstep: Class 15 contains 31563 members 
Mstep: Class 16 contains 49706 members 
Mstep: Class 18 contains 15532 members 
Mstep: Class 19 contains 67739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054184.000000 Penalty: 53300.515625
Iteration 500F: 17 clusters Score -7.005418e+07 nChanged 5
Maximum iterations exceeded
--- Evaluating fit on full set of 2045601 points ---
Entering Unmasked Estep 
Score: -210263584.000000 Penalty: 57659.812500
20->17 Clusters: Score -210263584.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 681867 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 34000 members 
Mstep: Class 3 contains 34033 members 
Mstep: Class 4 contains 33745 members 
Mstep: Class 5 contains 34085 members 
Mstep: Class 6 contains 34228 members 
Mstep: Class 7 contains 34262 members 
Mstep: Class 8 contains 33881 members 
Mstep: Class 9 contains 33875 members 
Mstep: Class 10 contains 34053 members 
Mstep: Class 11 contains 34330 members 
Mstep: Class 12 contains 34430 members 
Mstep: Class 13 contains 33972 members 
Mstep: Class 14 contains 34035 members 
Mstep: Class 15 contains 34060 members 
Mstep: Class 16 contains 34205 members 
Mstep: Class 17 contains 34202 members 
Mstep: Class 18 contains 34133 members 
Mstep: Class 19 contains 34095 members 
Mstep: Class 20 contains 34054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 112.341705 but Gain 3331.277344
Score: -67129280.000000 Penalty: 63294.363281
Iteration 0F: 20 clusters Score -6.712928e+07 nChanged 642635
Entering Unmasked Mstep 
Mstep: Class 0 contains 1976 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 53885 members 
Mstep: Class 4 contains 15373 members 
Mstep: Class 5 contains 20028 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 54829 members 
Mstep: Class 8 contains 35842 members 
Mstep: Class 9 contains 17585 members 
Mstep: Class 10 contains 19132 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 9935 members 
Mstep: Class 13 contains 41160 members 
Mstep: Class 14 contains 44936 members 
Mstep: Class 15 contains 39244 members 
Mstep: Class 16 contains 46129 members 
Mstep: Class 17 contains 34078 members 
Mstep: Class 18 contains 59868 members 
Mstep: Class 20 contains 63743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69061520.000000 Penalty: 63294.363281
Iteration 1F: 20 clusters Score -6.906152e+07 nChanged 193264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1141 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 10422 members 
Mstep: Class 3 contains 65287 members 
Mstep: Class 4 contains 14674 members 
Mstep: Class 5 contains 15629 members 
Mstep: Class 6 contains 20393 members 
Mstep: Class 7 contains 65573 members 
Mstep: Class 8 contains 28441 members 
Mstep: Class 9 contains 13096 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 11 contains 2869 members 
Mstep: Class 12 contains 5941 members 
Mstep: Class 13 contains 41723 members 
Mstep: Class 14 contains 34412 members 
Mstep: Class 15 contains 30601 members 
Mstep: Class 16 contains 52663 members 
Mstep: Class 17 contains 40696 members 
Mstep: Class 18 contains 71836 members 
Mstep: Class 20 contains 60110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69361448.000000 Penalty: 63294.363281
Iteration 2F: 20 clusters Score -6.936145e+07 nChanged 144376
Entering Unmasked Mstep 
Mstep: Class 0 contains 903 members 
Mstep: Class 1 contains 105102 members 
Mstep: Class 2 contains 6986 members 
Mstep: Class 3 contains 68227 members 
Mstep: Class 4 contains 19359 members 
Mstep: Class 5 contains 12125 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 7 contains 73266 members 
Mstep: Class 8 contains 25759 members 
Mstep: Class 9 contains 11602 members 
Mstep: Class 10 contains 10085 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 3708 members 
Mstep: Class 13 contains 40972 members 
Mstep: Class 14 contains 25173 members 
Mstep: Class 15 contains 24613 members 
Mstep: Class 16 contains 56457 members 
Mstep: Class 17 contains 42671 members 
Mstep: Class 18 contains 78322 members 
Mstep: Class 20 contains 58938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2705.159668 but Gain 3331.285156
Score: -69501792.000000 Penalty: 59963.078125
Iteration 3F: 19 clusters Score -6.950179e+07 nChanged 113444
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 121284 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 66555 members 
Mstep: Class 4 contains 21951 members 
Mstep: Class 5 contains 9394 members 
Mstep: Class 6 contains 10832 members 
Mstep: Class 7 contains 78266 members 
Mstep: Class 8 contains 25747 members 
Mstep: Class 9 contains 10896 members 
Mstep: Class 10 contains 6843 members 
Mstep: Class 11 contains 1878 members 
Mstep: Class 13 contains 37735 members 
Mstep: Class 14 contains 20321 members 
Mstep: Class 15 contains 23179 members 
Mstep: Class 16 contains 57184 members 
Mstep: Class 17 contains 40555 members 
Mstep: Class 18 contains 81645 members 
Mstep: Class 20 contains 62024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3089.031982 but Gain 3331.281250
Score: -69594512.000000 Penalty: 56631.796875
Iteration 4F: 18 clusters Score -6.959451e+07 nChanged 96831
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 3 contains 63305 members 
Mstep: Class 4 contains 22502 members 
Mstep: Class 5 contains 7327 members 
Mstep: Class 6 contains 6932 members 
Mstep: Class 7 contains 80831 members 
Mstep: Class 8 contains 25961 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 13 contains 32738 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 23433 members 
Mstep: Class 16 contains 55838 members 
Mstep: Class 17 contains 36077 members 
Mstep: Class 18 contains 85295 members 
Mstep: Class 20 contains 65826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2780.683838 but Gain 3331.281250
Score: -69715312.000000 Penalty: 53300.515625
Iteration 5F: 17 clusters Score -6.971531e+07 nChanged 87824
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 165530 members 
Mstep: Class 3 contains 59365 members 
Mstep: Class 4 contains 21831 members 
Mstep: Class 5 contains 5745 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 80514 members 
Mstep: Class 8 contains 25874 members 
Mstep: Class 9 contains 9738 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 13 contains 27244 members 
Mstep: Class 14 contains 13651 members 
Mstep: Class 15 contains 23219 members 
Mstep: Class 16 contains 53946 members 
Mstep: Class 17 contains 31333 members 
Mstep: Class 18 contains 89372 members 
Mstep: Class 20 contains 67640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2524.587158 but Gain 3331.281250
Score: -69784496.000000 Penalty: 49969.234375
Iteration 6F: 16 clusters Score -6.97845e+07 nChanged 81987
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 194034 members 
Mstep: Class 3 contains 54223 members 
Mstep: Class 4 contains 20980 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 7 contains 77762 members 
Mstep: Class 8 contains 25142 members 
Mstep: Class 9 contains 9320 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 10426 members 
Mstep: Class 15 contains 22583 members 
Mstep: Class 16 contains 51868 members 
Mstep: Class 17 contains 27271 members 
Mstep: Class 18 contains 93270 members 
Mstep: Class 20 contains 66081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69843040.000000 Penalty: 49969.234375
Iteration 7F: 16 clusters Score -6.984304e+07 nChanged 74689
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 224851 members 
Mstep: Class 3 contains 48954 members 
Mstep: Class 4 contains 20201 members 
Mstep: Class 5 contains 3222 members 
Mstep: Class 7 contains 72668 members 
Mstep: Class 8 contains 24065 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 11 contains 2634 members 
Mstep: Class 13 contains 16626 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 21992 members 
Mstep: Class 16 contains 49901 members 
Mstep: Class 17 contains 24097 members 
Mstep: Class 18 contains 95774 members 
Mstep: Class 20 contains 60654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3279.755371 but Gain 3331.285156
Score: -69886368.000000 Penalty: 46637.949219
Iteration 8F: 15 clusters Score -6.988637e+07 nChanged 72110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 249909 members 
Mstep: Class 3 contains 44842 members 
Mstep: Class 4 contains 19439 members 
Mstep: Class 7 contains 68328 members 
Mstep: Class 8 contains 23117 members 
Mstep: Class 9 contains 8673 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 13 contains 12309 members 
Mstep: Class 14 contains 4892 members 
Mstep: Class 15 contains 21931 members 
Mstep: Class 16 contains 49233 members 
Mstep: Class 17 contains 22453 members 
Mstep: Class 18 contains 99741 members 
Mstep: Class 20 contains 54344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3287.772461 but Gain 3331.281250
Score: -69915280.000000 Penalty: 43306.667969
Iteration 9F: 14 clusters Score -6.991528e+07 nChanged 60434
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 263765 members 
Mstep: Class 3 contains 41879 members 
Mstep: Class 4 contains 19133 members 
Mstep: Class 7 contains 65583 members 
Mstep: Class 8 contains 22442 members 
Mstep: Class 9 contains 8629 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 13 contains 8896 members 
Mstep: Class 15 contains 23776 members 
Mstep: Class 16 contains 49477 members 
Mstep: Class 17 contains 21479 members 
Mstep: Class 18 contains 103856 members 
Mstep: Class 20 contains 50298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69938936.000000 Penalty: 43306.667969
Iteration 10F: 14 clusters Score -6.993894e+07 nChanged 43614
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 267049 members 
Mstep: Class 3 contains 40360 members 
Mstep: Class 4 contains 18201 members 
Mstep: Class 7 contains 64020 members 
Mstep: Class 8 contains 21942 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 13 contains 6453 members 
Mstep: Class 15 contains 24616 members 
Mstep: Class 16 contains 50101 members 
Mstep: Class 17 contains 21087 members 
Mstep: Class 18 contains 108791 members 
Mstep: Class 20 contains 48178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69953192.000000 Penalty: 43306.667969
Iteration 11F: 14 clusters Score -6.995319e+07 nChanged 34185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 265753 members 
Mstep: Class 3 contains 39783 members 
Mstep: Class 4 contains 17441 members 
Mstep: Class 7 contains 62872 members 
Mstep: Class 8 contains 21572 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 11 contains 2653 members 
Mstep: Class 13 contains 4714 members 
Mstep: Class 15 contains 25379 members 
Mstep: Class 16 contains 50741 members 
Mstep: Class 17 contains 21088 members 
Mstep: Class 18 contains 114526 members 
Mstep: Class 20 contains 47124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69964976.000000 Penalty: 43306.667969
Iteration 12F: 14 clusters Score -6.996498e+07 nChanged 28379
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 261970 members 
Mstep: Class 3 contains 39686 members 
Mstep: Class 4 contains 16817 members 
Mstep: Class 7 contains 62127 members 
Mstep: Class 8 contains 21315 members 
Mstep: Class 9 contains 8052 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 13 contains 3459 members 
Mstep: Class 15 contains 25938 members 
Mstep: Class 16 contains 51199 members 
Mstep: Class 17 contains 21228 members 
Mstep: Class 18 contains 120869 members 
Mstep: Class 20 contains 46545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2914.811523 but Gain 3331.281250
Score: -69975928.000000 Penalty: 39975.386719
Iteration 13Q: 13 clusters Score -6.997593e+07 nChanged 27511
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 257265 members 
Mstep: Class 3 contains 39831 members 
Mstep: Class 4 contains 16375 members 
Mstep: Class 7 contains 62353 members 
Mstep: Class 8 contains 21111 members 
Mstep: Class 9 contains 7849 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 15 contains 26288 members 
Mstep: Class 16 contains 51659 members 
Mstep: Class 17 contains 21535 members 
Mstep: Class 18 contains 128770 members 
Mstep: Class 20 contains 46167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69988792.000000 Penalty: 39975.386719
Iteration 14Q: 13 clusters Score -6.998879e+07 nChanged 22439
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 250781 members 
Mstep: Class 3 contains 40023 members 
Mstep: Class 4 contains 16039 members 
Mstep: Class 7 contains 62051 members 
Mstep: Class 8 contains 20868 members 
Mstep: Class 9 contains 7647 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 26484 members 
Mstep: Class 16 contains 51637 members 
Mstep: Class 17 contains 21651 members 
Mstep: Class 18 contains 136066 members 
Mstep: Class 20 contains 45958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69997320.000000 Penalty: 39975.386719
Iteration 15Q: 13 clusters Score -6.999732e+07 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 244124 members 
Mstep: Class 3 contains 40349 members 
Mstep: Class 4 contains 15778 members 
Mstep: Class 7 contains 61946 members 
Mstep: Class 8 contains 20585 members 
Mstep: Class 9 contains 7487 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 15 contains 26517 members 
Mstep: Class 16 contains 51440 members 
Mstep: Class 17 contains 21695 members 
Mstep: Class 18 contains 143531 members 
Mstep: Class 20 contains 45754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70004944.000000 Penalty: 39975.386719
Iteration 16Q: 13 clusters Score -7.000494e+07 nChanged 19368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 237465 members 
Mstep: Class 3 contains 40708 members 
Mstep: Class 4 contains 15556 members 
Mstep: Class 7 contains 61757 members 
Mstep: Class 8 contains 20271 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 26547 members 
Mstep: Class 16 contains 50922 members 
Mstep: Class 17 contains 21749 members 
Mstep: Class 18 contains 151344 members 
Mstep: Class 20 contains 45582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70011656.000000 Penalty: 39975.386719
Iteration 17Q: 13 clusters Score -7.001166e+07 nChanged 18403
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 231237 members 
Mstep: Class 3 contains 41027 members 
Mstep: Class 4 contains 15345 members 
Mstep: Class 7 contains 61392 members 
Mstep: Class 8 contains 19841 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 26556 members 
Mstep: Class 16 contains 50315 members 
Mstep: Class 17 contains 21770 members 
Mstep: Class 18 contains 159171 members 
Mstep: Class 20 contains 45415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70018512.000000 Penalty: 39975.386719
Iteration 18Q: 13 clusters Score -7.001851e+07 nChanged 17093
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 225787 members 
Mstep: Class 3 contains 41308 members 
Mstep: Class 4 contains 15169 members 
Mstep: Class 7 contains 60842 members 
Mstep: Class 8 contains 19331 members 
Mstep: Class 9 contains 6944 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 26564 members 
Mstep: Class 16 contains 49620 members 
Mstep: Class 17 contains 21818 members 
Mstep: Class 18 contains 166567 members 
Mstep: Class 20 contains 45255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70024832.000000 Penalty: 39975.386719
Iteration 19Q: 13 clusters Score -7.002483e+07 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 221041 members 
Mstep: Class 3 contains 41571 members 
Mstep: Class 4 contains 14999 members 
Mstep: Class 7 contains 60045 members 
Mstep: Class 8 contains 18787 members 
Mstep: Class 9 contains 6766 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 26639 members 
Mstep: Class 16 contains 48787 members 
Mstep: Class 17 contains 21834 members 
Mstep: Class 18 contains 173650 members 
Mstep: Class 20 contains 45086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70029832.000000 Penalty: 39975.386719
Iteration 20F: 13 clusters Score -7.002983e+07 nChanged 15373
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 217343 members 
Mstep: Class 3 contains 41838 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 7 contains 59063 members 
Mstep: Class 8 contains 18279 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 15 contains 26761 members 
Mstep: Class 16 contains 47920 members 
Mstep: Class 17 contains 21808 members 
Mstep: Class 18 contains 179847 members 
Mstep: Class 20 contains 44914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70034128.000000 Penalty: 39975.386719
Iteration 21Q: 13 clusters Score -7.003413e+07 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 214810 members 
Mstep: Class 3 contains 42151 members 
Mstep: Class 4 contains 14718 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 17915 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 11 contains 2655 members 
Mstep: Class 15 contains 26934 members 
Mstep: Class 16 contains 46985 members 
Mstep: Class 17 contains 21785 members 
Mstep: Class 18 contains 184961 members 
Mstep: Class 20 contains 44749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70037872.000000 Penalty: 39975.386719
Iteration 22Q: 13 clusters Score -7.003787e+07 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213302 members 
Mstep: Class 3 contains 42454 members 
Mstep: Class 4 contains 14552 members 
Mstep: Class 7 contains 56454 members 
Mstep: Class 8 contains 17624 members 
Mstep: Class 9 contains 6216 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 27206 members 
Mstep: Class 16 contains 46094 members 
Mstep: Class 17 contains 21783 members 
Mstep: Class 18 contains 188971 members 
Mstep: Class 20 contains 44549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70040616.000000 Penalty: 39975.386719
Iteration 23Q: 13 clusters Score -7.004062e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212500 members 
Mstep: Class 3 contains 42792 members 
Mstep: Class 4 contains 14423 members 
Mstep: Class 7 contains 55009 members 
Mstep: Class 8 contains 17397 members 
Mstep: Class 9 contains 6044 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 15 contains 27522 members 
Mstep: Class 16 contains 45269 members 
Mstep: Class 17 contains 21795 members 
Mstep: Class 18 contains 192085 members 
Mstep: Class 20 contains 44368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70042856.000000 Penalty: 39975.386719
Iteration 24Q: 13 clusters Score -7.004286e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212284 members 
Mstep: Class 3 contains 43265 members 
Mstep: Class 4 contains 14298 members 
Mstep: Class 7 contains 53606 members 
Mstep: Class 8 contains 17188 members 
Mstep: Class 9 contains 5892 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 27845 members 
Mstep: Class 16 contains 44529 members 
Mstep: Class 17 contains 21791 members 
Mstep: Class 18 contains 194359 members 
Mstep: Class 20 contains 44148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70045328.000000 Penalty: 39975.386719
Iteration 25Q: 13 clusters Score -7.004533e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 212694 members 
Mstep: Class 3 contains 43751 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 7 contains 52123 members 
Mstep: Class 8 contains 16988 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 15 contains 28201 members 
Mstep: Class 16 contains 43855 members 
Mstep: Class 17 contains 21780 members 
Mstep: Class 18 contains 196027 members 
Mstep: Class 20 contains 43839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70046760.000000 Penalty: 39975.386719
Iteration 26Q: 13 clusters Score -7.004676e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 213464 members 
Mstep: Class 3 contains 44294 members 
Mstep: Class 4 contains 14071 members 
Mstep: Class 7 contains 50643 members 
Mstep: Class 8 contains 16795 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 28629 members 
Mstep: Class 16 contains 43245 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 18 contains 197204 members 
Mstep: Class 20 contains 43446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048208.000000 Penalty: 39975.386719
Iteration 27Q: 13 clusters Score -7.004821e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 214372 members 
Mstep: Class 3 contains 44892 members 
Mstep: Class 4 contains 13971 members 
Mstep: Class 7 contains 49313 members 
Mstep: Class 8 contains 16629 members 
Mstep: Class 9 contains 5562 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 42679 members 
Mstep: Class 17 contains 21750 members 
Mstep: Class 18 contains 198017 members 
Mstep: Class 20 contains 43004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049568.000000 Penalty: 39975.386719
Iteration 28Q: 13 clusters Score -7.004957e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 215564 members 
Mstep: Class 3 contains 45474 members 
Mstep: Class 4 contains 13859 members 
Mstep: Class 7 contains 48006 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 29427 members 
Mstep: Class 16 contains 42180 members 
Mstep: Class 17 contains 21753 members 
Mstep: Class 18 contains 198562 members 
Mstep: Class 20 contains 42432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050640.000000 Penalty: 39975.386719
Iteration 29Q: 13 clusters Score -7.005064e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 216826 members 
Mstep: Class 3 contains 46049 members 
Mstep: Class 4 contains 13755 members 
Mstep: Class 7 contains 46796 members 
Mstep: Class 8 contains 16324 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 29843 members 
Mstep: Class 16 contains 41761 members 
Mstep: Class 17 contains 21785 members 
Mstep: Class 18 contains 198907 members 
Mstep: Class 20 contains 41774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051856.000000 Penalty: 39975.386719
Iteration 30Q: 13 clusters Score -7.005186e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 218089 members 
Mstep: Class 3 contains 46605 members 
Mstep: Class 4 contains 13639 members 
Mstep: Class 7 contains 45667 members 
Mstep: Class 8 contains 16184 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 30268 members 
Mstep: Class 16 contains 41423 members 
Mstep: Class 17 contains 21811 members 
Mstep: Class 18 contains 199103 members 
Mstep: Class 20 contains 41119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052512.000000 Penalty: 39975.386719
Iteration 31Q: 13 clusters Score -7.005251e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 219286 members 
Mstep: Class 3 contains 47144 members 
Mstep: Class 4 contains 13515 members 
Mstep: Class 7 contains 44576 members 
Mstep: Class 8 contains 16054 members 
Mstep: Class 9 contains 5210 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 30736 members 
Mstep: Class 16 contains 41094 members 
Mstep: Class 17 contains 21862 members 
Mstep: Class 18 contains 199294 members 
Mstep: Class 20 contains 40434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052912.000000 Penalty: 39975.386719
Iteration 32Q: 13 clusters Score -7.005291e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 220437 members 
Mstep: Class 3 contains 47724 members 
Mstep: Class 4 contains 13368 members 
Mstep: Class 7 contains 43550 members 
Mstep: Class 8 contains 15935 members 
Mstep: Class 9 contains 5169 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 31189 members 
Mstep: Class 16 contains 40807 members 
Mstep: Class 17 contains 21901 members 
Mstep: Class 18 contains 199427 members 
Mstep: Class 20 contains 39698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053208.000000 Penalty: 39975.386719
Iteration 33Q: 13 clusters Score -7.005321e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 221546 members 
Mstep: Class 3 contains 48347 members 
Mstep: Class 4 contains 13227 members 
Mstep: Class 7 contains 42617 members 
Mstep: Class 8 contains 15802 members 
Mstep: Class 9 contains 5162 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 31621 members 
Mstep: Class 16 contains 40570 members 
Mstep: Class 17 contains 21938 members 
Mstep: Class 18 contains 199471 members 
Mstep: Class 20 contains 38904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053176.000000 Penalty: 39975.386719
Iteration 34Q: 13 clusters Score -7.005318e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 222554 members 
Mstep: Class 3 contains 48913 members 
Mstep: Class 4 contains 13112 members 
Mstep: Class 7 contains 41787 members 
Mstep: Class 8 contains 15685 members 
Mstep: Class 9 contains 5188 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 32030 members 
Mstep: Class 16 contains 40361 members 
Mstep: Class 17 contains 21970 members 
Mstep: Class 18 contains 199521 members 
Mstep: Class 20 contains 38084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053176.000000 Penalty: 39975.386719
Iteration 35Q: 13 clusters Score -7.005318e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 223473 members 
Mstep: Class 3 contains 49449 members 
Mstep: Class 4 contains 12999 members 
Mstep: Class 7 contains 41045 members 
Mstep: Class 8 contains 15589 members 
Mstep: Class 9 contains 5217 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 15 contains 32441 members 
Mstep: Class 16 contains 40163 members 
Mstep: Class 17 contains 21982 members 
Mstep: Class 18 contains 199615 members 
Mstep: Class 20 contains 37232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053384.000000 Penalty: 39975.386719
Iteration 36Q: 13 clusters Score -7.005338e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 224234 members 
Mstep: Class 3 contains 49990 members 
Mstep: Class 4 contains 12884 members 
Mstep: Class 7 contains 40404 members 
Mstep: Class 8 contains 15505 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 15 contains 32860 members 
Mstep: Class 16 contains 40019 members 
Mstep: Class 17 contains 21983 members 
Mstep: Class 18 contains 199654 members 
Mstep: Class 20 contains 36428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053424.000000 Penalty: 39975.386719
Iteration 37Q: 13 clusters Score -7.005342e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 224892 members 
Mstep: Class 3 contains 50503 members 
Mstep: Class 4 contains 12792 members 
Mstep: Class 7 contains 39832 members 
Mstep: Class 8 contains 15425 members 
Mstep: Class 9 contains 5242 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 15 contains 33260 members 
Mstep: Class 16 contains 39900 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 18 contains 199743 members 
Mstep: Class 20 contains 35624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053416.000000 Penalty: 39975.386719
Iteration 38Q: 13 clusters Score -7.005342e+07 nChanged 3038
Entering ConstructFrom: 
Score: -70053416.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (225408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225408 members 
Entering Unmasked Estep 
Score: -23562330.000000 Penalty: 3056.765625
	Iteration 0F: 2 clusters Score -2.356233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 112631 members 
Entering Unmasked Estep 
Score: -23423886.000000 Penalty: 6113.531250
	Iteration 0F: 3 clusters Score -2.342389e+07 nChanged 108893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -23487558.000000 Penalty: 6113.531250
	Iteration 1F: 3 clusters Score -2.348756e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -23488508.000000 Penalty: 6113.531250
	Iteration 2Q: 3 clusters Score -2.348851e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118219 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -23489442.000000 Penalty: 6113.531250
	Iteration 3Q: 3 clusters Score -2.348944e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 103898 members 
Entering Unmasked Estep 
Score: -23490644.000000 Penalty: 6113.531250
	Iteration 4Q: 3 clusters Score -2.349064e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126365 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -23492220.000000 Penalty: 6113.531250
	Iteration 5Q: 3 clusters Score -2.349222e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133309 members 
Mstep: Class 2 contains 92099 members 
Entering Unmasked Estep 
Score: -23494756.000000 Penalty: 6113.531250
	Iteration 6Q: 3 clusters Score -2.349476e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -23499280.000000 Penalty: 6113.531250
	Iteration 7Q: 3 clusters Score -2.349928e+07 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155666 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -23506804.000000 Penalty: 6113.531250
	Iteration 8F: 3 clusters Score -2.35068e+07 nChanged 15954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170998 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -23518662.000000 Penalty: 6113.531250
	Iteration 9F: 3 clusters Score -2.351866e+07 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186147 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -23533312.000000 Penalty: 6113.531250
	Iteration 10F: 3 clusters Score -2.353331e+07 nChanged 12054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197581 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -23544994.000000 Penalty: 6113.531250
	Iteration 11F: 3 clusters Score -2.354499e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204776 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -23550704.000000 Penalty: 6113.531250
	Iteration 12Q: 3 clusters Score -2.35507e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208801 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -23553292.000000 Penalty: 6113.531250
	Iteration 13Q: 3 clusters Score -2.355329e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211432 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -23554676.000000 Penalty: 6113.531250
	Iteration 14Q: 3 clusters Score -2.355468e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213484 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -23555602.000000 Penalty: 6113.531250
	Iteration 15Q: 3 clusters Score -2.35556e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215211 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -23556328.000000 Penalty: 6113.531250
	Iteration 16Q: 3 clusters Score -2.355633e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216705 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -23556868.000000 Penalty: 6113.531250
	Iteration 17Q: 3 clusters Score -2.355687e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217948 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -23557224.000000 Penalty: 6113.531250
	Iteration 18Q: 3 clusters Score -2.355722e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219000 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -23557560.000000 Penalty: 6113.531250
	Iteration 19Q: 3 clusters Score -2.355756e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219903 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -23557912.000000 Penalty: 6113.531250
	Iteration 20F: 3 clusters Score -2.355791e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220649 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -23558204.000000 Penalty: 6113.531250
	Iteration 21Q: 3 clusters Score -2.35582e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221266 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -23558476.000000 Penalty: 6113.531250
	Iteration 22Q: 3 clusters Score -2.355848e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221760 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -23558702.000000 Penalty: 6113.531250
	Iteration 23Q: 3 clusters Score -2.35587e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222188 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -23558958.000000 Penalty: 6113.531250
	Iteration 24Q: 3 clusters Score -2.355896e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222522 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -23559102.000000 Penalty: 6113.531250
	Iteration 25Q: 3 clusters Score -2.35591e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222793 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23559212.000000 Penalty: 6113.531250
	Iteration 26Q: 3 clusters Score -2.355921e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222999 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -23559294.000000 Penalty: 6113.531250
	Iteration 27Q: 3 clusters Score -2.355929e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223180 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -23559418.000000 Penalty: 6113.531250
	Iteration 28Q: 3 clusters Score -2.355942e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223336 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23559530.000000 Penalty: 6113.531250
	Iteration 29Q: 3 clusters Score -2.355953e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223458 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -23559556.000000 Penalty: 6113.531250
	Iteration 30Q: 3 clusters Score -2.355956e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223559 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -23559532.000000 Penalty: 6113.531250
	Iteration 31Q: 3 clusters Score -2.355953e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223632 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -23559570.000000 Penalty: 6113.531250
	Iteration 32Q: 3 clusters Score -2.355957e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223691 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -23559574.000000 Penalty: 6113.531250
	Iteration 33Q: 3 clusters Score -2.355957e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223748 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -23559604.000000 Penalty: 6113.531250
	Iteration 34Q: 3 clusters Score -2.35596e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223801 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23559634.000000 Penalty: 6113.531250
	Iteration 35Q: 3 clusters Score -2.355963e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223847 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23559674.000000 Penalty: 6113.531250
	Iteration 36Q: 3 clusters Score -2.355967e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223888 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -23559704.000000 Penalty: 6113.531250
	Iteration 37Q: 3 clusters Score -2.35597e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223920 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -23559758.000000 Penalty: 6113.531250
	Iteration 38Q: 3 clusters Score -2.355976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223949 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -23559756.000000 Penalty: 6113.531250
	Iteration 39Q: 3 clusters Score -2.355976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223970 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23559768.000000 Penalty: 6113.531250
	Iteration 40F: 3 clusters Score -2.355977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223987 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23559770.000000 Penalty: 6113.531250
	Iteration 41Q: 3 clusters Score -2.355977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224007 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -23559742.000000 Penalty: 6113.531250
	Iteration 42Q: 3 clusters Score -2.355974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224020 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -23559766.000000 Penalty: 6113.531250
	Iteration 43Q: 3 clusters Score -2.355977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224030 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -23559774.000000 Penalty: 6113.531250
	Iteration 44Q: 3 clusters Score -2.355977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224040 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23559788.000000 Penalty: 6113.531250
	Iteration 45Q: 3 clusters Score -2.355979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224046 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -23559796.000000 Penalty: 6113.531250
	Iteration 46Q: 3 clusters Score -2.35598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224050 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -23559806.000000 Penalty: 6113.531250
	Iteration 47Q: 3 clusters Score -2.355981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224052 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -23559802.000000 Penalty: 6113.531250
	Iteration 48Q: 3 clusters Score -2.35598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224055 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -23559812.000000 Penalty: 6113.531250
	Iteration 49Q: 3 clusters Score -2.355981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224057 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -23559808.000000 Penalty: 6113.531250
	Iteration 50Q: 3 clusters Score -2.355981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224058 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -23559802.000000 Penalty: 6113.531250
	Iteration 51Q: 3 clusters Score -2.35598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224061 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -23559806.000000 Penalty: 6113.531250
	Iteration 52Q: 3 clusters Score -2.355981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224069 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23559794.000000 Penalty: 6113.531250
	Iteration 53Q: 3 clusters Score -2.355979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224076 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23559796.000000 Penalty: 6113.531250
	Iteration 54Q: 3 clusters Score -2.35598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224082 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23559806.000000 Penalty: 6113.531250
	Iteration 55Q: 3 clusters Score -2.355981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224088 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -23559802.000000 Penalty: 6113.531250
	Iteration 56Q: 3 clusters Score -2.35598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224090 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -23559814.000000 Penalty: 6113.531250
	Iteration 57Q: 3 clusters Score -2.355981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224092 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -23559808.000000 Penalty: 6113.531250
	Iteration 58Q: 3 clusters Score -2.355981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224093 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -23559808.000000 Penalty: 6113.531250
	Iteration 59Q: 3 clusters Score -2.355981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224096 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -23559814.000000 Penalty: 6113.531250
	Iteration 60F: 3 clusters Score -2.355981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224097 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -23559820.000000 Penalty: 6113.531250
	Iteration 61Q: 3 clusters Score -2.355982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224100 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23559812.000000 Penalty: 6113.531250
	Iteration 62Q: 3 clusters Score -2.355981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224102 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -23559824.000000 Penalty: 6113.531250
	Iteration 63Q: 3 clusters Score -2.355982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224105 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -23559824.000000 Penalty: 6113.531250
	Iteration 64Q: 3 clusters Score -2.355982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224107 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -23559824.000000 Penalty: 6113.531250
	Iteration 65Q: 3 clusters Score -2.355982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224108 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -23559834.000000 Penalty: 6113.531250
	Iteration 66Q: 3 clusters Score -2.355983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224109 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -23559830.000000 Penalty: 6113.531250
	Iteration 67Q: 3 clusters Score -2.355983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224109 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -23559830.000000 Penalty: 6113.531250
	Iteration 68F: 3 clusters Score -2.355983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Entering Unmasked Estep 
Score: -5404972.000000 Penalty: 2688.167480
	Iteration 0F: 2 clusters Score -5404972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5370777.000000 Penalty: 5376.334961
	Iteration 0F: 3 clusters Score -5370777 nChanged 23504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -5383935.500000 Penalty: 5376.334961
	Iteration 1F: 3 clusters Score -5383936 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -5384637.500000 Penalty: 5376.334961
	Iteration 2Q: 3 clusters Score -5384638 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5385518.500000 Penalty: 5376.334961
	Iteration 3Q: 3 clusters Score -5385518 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5386733.000000 Penalty: 5376.334961
	Iteration 4Q: 3 clusters Score -5386733 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -5388536.000000 Penalty: 5376.334961
	Iteration 5F: 3 clusters Score -5388536 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5391209.500000 Penalty: 5376.334961
	Iteration 6F: 3 clusters Score -5391210 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -5394527.000000 Penalty: 5376.334961
	Iteration 7F: 3 clusters Score -5394527 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -5397599.500000 Penalty: 5376.334961
	Iteration 8F: 3 clusters Score -5397600 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -5399435.000000 Penalty: 5376.334961
	Iteration 9Q: 3 clusters Score -5399435 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -5400443.000000 Penalty: 5376.334961
	Iteration 10Q: 3 clusters Score -5400443 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -5401022.500000 Penalty: 5376.334961
	Iteration 11Q: 3 clusters Score -5401022 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -5401429.000000 Penalty: 5376.334961
	Iteration 12Q: 3 clusters Score -5401429 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -5401693.500000 Penalty: 5376.334961
	Iteration 13Q: 3 clusters Score -5401694 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5401928.000000 Penalty: 5376.334961
	Iteration 14Q: 3 clusters Score -5401928 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5402096.500000 Penalty: 5376.334961
	Iteration 15Q: 3 clusters Score -5402096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5402239.500000 Penalty: 5376.334961
	Iteration 16Q: 3 clusters Score -5402240 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5402347.000000 Penalty: 5376.334961
	Iteration 17Q: 3 clusters Score -5402347 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5402447.500000 Penalty: 5376.334961
	Iteration 18Q: 3 clusters Score -5402448 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5402538.000000 Penalty: 5376.334961
	Iteration 19Q: 3 clusters Score -5402538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5402635.500000 Penalty: 5376.334961
	Iteration 20F: 3 clusters Score -5402636 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5402688.500000 Penalty: 5376.334961
	Iteration 21Q: 3 clusters Score -5402688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5402755.500000 Penalty: 5376.334961
	Iteration 22Q: 3 clusters Score -5402756 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5402812.500000 Penalty: 5376.334961
	Iteration 23Q: 3 clusters Score -5402812 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5402853.500000 Penalty: 5376.334961
	Iteration 24Q: 3 clusters Score -5402854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5402879.500000 Penalty: 5376.334961
	Iteration 25Q: 3 clusters Score -5402880 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5402921.500000 Penalty: 5376.334961
	Iteration 26Q: 3 clusters Score -5402922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5402945.500000 Penalty: 5376.334961
	Iteration 27Q: 3 clusters Score -5402946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5402956.500000 Penalty: 5376.334961
	Iteration 28Q: 3 clusters Score -5402956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5402966.500000 Penalty: 5376.334961
	Iteration 29Q: 3 clusters Score -5402966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5402982.000000 Penalty: 5376.334961
	Iteration 30Q: 3 clusters Score -5402982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5402995.000000 Penalty: 5376.334961
	Iteration 31Q: 3 clusters Score -5402995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5402989.500000 Penalty: 5376.334961
	Iteration 32Q: 3 clusters Score -5402990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5402996.000000 Penalty: 5376.334961
	Iteration 33Q: 3 clusters Score -5402996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5402993.000000 Penalty: 5376.334961
	Iteration 34Q: 3 clusters Score -5402993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5402997.500000 Penalty: 5376.334961
	Iteration 35Q: 3 clusters Score -5402998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5403001.500000 Penalty: 5376.334961
	Iteration 36Q: 3 clusters Score -5403002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5403005.500000 Penalty: 5376.334961
	Iteration 37Q: 3 clusters Score -5403006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5403012.500000 Penalty: 5376.334961
	Iteration 38Q: 3 clusters Score -5403012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5403027.500000 Penalty: 5376.334961
	Iteration 39Q: 3 clusters Score -5403028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5403031.500000 Penalty: 5376.334961
	Iteration 40F: 3 clusters Score -5403032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -5403041.500000 Penalty: 5376.334961
	Iteration 41Q: 3 clusters Score -5403042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5403048.000000 Penalty: 5376.334961
	Iteration 42Q: 3 clusters Score -5403048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -5403042.000000 Penalty: 5376.334961
	Iteration 43Q: 3 clusters Score -5403042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5403053.500000 Penalty: 5376.334961
	Iteration 44Q: 3 clusters Score -5403054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5403060.500000 Penalty: 5376.334961
	Iteration 45Q: 3 clusters Score -5403060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5403053.000000 Penalty: 5376.334961
	Iteration 46Q: 3 clusters Score -5403053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5403056.500000 Penalty: 5376.334961
	Iteration 47Q: 3 clusters Score -5403056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5403055.000000 Penalty: 5376.334961
	Iteration 48Q: 3 clusters Score -5403055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5403053.500000 Penalty: 5376.334961
	Iteration 49Q: 3 clusters Score -5403054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5403057.500000 Penalty: 5376.334961
	Iteration 50Q: 3 clusters Score -5403058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5403057.500000 Penalty: 5376.334961
	Iteration 51F: 3 clusters Score -5403058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Entering Unmasked Estep 
Score: -1272013.000000 Penalty: 2343.479492
	Iteration 0F: 2 clusters Score -1272013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1262627.125000 Penalty: 4686.958984
	Iteration 0F: 3 clusters Score -1262627 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1265442.250000 Penalty: 4686.958984
	Iteration 1F: 3 clusters Score -1265442 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1265862.125000 Penalty: 4686.958984
	Iteration 2F: 3 clusters Score -1265862 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1266329.875000 Penalty: 4686.958984
	Iteration 3F: 3 clusters Score -1266330 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1266965.875000 Penalty: 4686.958984
	Iteration 4F: 3 clusters Score -1266966 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1267772.250000 Penalty: 4686.958984
	Iteration 5F: 3 clusters Score -1267772 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1268666.375000 Penalty: 4686.958984
	Iteration 6F: 3 clusters Score -1268666 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1269501.625000 Penalty: 4686.958984
	Iteration 7F: 3 clusters Score -1269502 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1270057.125000 Penalty: 4686.958984
	Iteration 8F: 3 clusters Score -1270057 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1270301.250000 Penalty: 4686.958984
	Iteration 9Q: 3 clusters Score -1270301 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1270382.875000 Penalty: 4686.958984
	Iteration 10Q: 3 clusters Score -1270383 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1270419.625000 Penalty: 4686.958984
	Iteration 11Q: 3 clusters Score -1270420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1270435.500000 Penalty: 4686.958984
	Iteration 12Q: 3 clusters Score -1270436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1270444.500000 Penalty: 4686.958984
	Iteration 13Q: 3 clusters Score -1270444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1270450.125000 Penalty: 4686.958984
	Iteration 14Q: 3 clusters Score -1270450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1270453.250000 Penalty: 4686.958984
	Iteration 15Q: 3 clusters Score -1270453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1270458.875000 Penalty: 4686.958984
	Iteration 16Q: 3 clusters Score -1270459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1270456.750000 Penalty: 4686.958984
	Iteration 17Q: 3 clusters Score -1270457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1270461.000000 Penalty: 4686.958984
	Iteration 18Q: 3 clusters Score -1270461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1270459.250000 Penalty: 4686.958984
	Iteration 19Q: 3 clusters Score -1270459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1270461.250000 Penalty: 4686.958984
	Iteration 20F: 3 clusters Score -1270461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1270459.625000 Penalty: 4686.958984
	Iteration 21Q: 3 clusters Score -1270460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1270459.125000 Penalty: 4686.958984
	Iteration 22Q: 3 clusters Score -1270459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1270459.500000 Penalty: 4686.958984
	Iteration 23Q: 3 clusters Score -1270460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1270460.250000 Penalty: 4686.958984
	Iteration 24Q: 3 clusters Score -1270460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1270460.625000 Penalty: 4686.958984
	Iteration 25Q: 3 clusters Score -1270461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1270460.625000 Penalty: 4686.958984
	Iteration 26F: 3 clusters Score -1270461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Entering Unmasked Estep 
Score: -4183903.750000 Penalty: 2624.072510
	Iteration 0F: 2 clusters Score -4183904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4157217.000000 Penalty: 5248.145020
	Iteration 0F: 3 clusters Score -4157217 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4167028.250000 Penalty: 5248.145020
	Iteration 1F: 3 clusters Score -4167028 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4167658.500000 Penalty: 5248.145020
	Iteration 2Q: 3 clusters Score -4167658 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -4168413.750000 Penalty: 5248.145020
	Iteration 3Q: 3 clusters Score -4168414 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4169562.500000 Penalty: 5248.145020
	Iteration 4F: 3 clusters Score -4169562 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4171094.250000 Penalty: 5248.145020
	Iteration 5F: 3 clusters Score -4171094 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4173290.000000 Penalty: 5248.145020
	Iteration 6F: 3 clusters Score -4173290 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4175897.250000 Penalty: 5248.145020
	Iteration 7F: 3 clusters Score -4175897 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4178257.000000 Penalty: 5248.145020
	Iteration 8F: 3 clusters Score -4178257 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4179730.500000 Penalty: 5248.145020
	Iteration 9Q: 3 clusters Score -4179730 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4180532.000000 Penalty: 5248.145020
	Iteration 10Q: 3 clusters Score -4180532 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4180957.750000 Penalty: 5248.145020
	Iteration 11Q: 3 clusters Score -4180958 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4181195.750000 Penalty: 5248.145020
	Iteration 12Q: 3 clusters Score -4181196 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4181362.500000 Penalty: 5248.145020
	Iteration 13Q: 3 clusters Score -4181362 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4181442.000000 Penalty: 5248.145020
	Iteration 14Q: 3 clusters Score -4181442 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4181524.250000 Penalty: 5248.145020
	Iteration 15Q: 3 clusters Score -4181524 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4181588.250000 Penalty: 5248.145020
	Iteration 16Q: 3 clusters Score -4181588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4181627.250000 Penalty: 5248.145020
	Iteration 17Q: 3 clusters Score -4181627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4181673.250000 Penalty: 5248.145020
	Iteration 18Q: 3 clusters Score -4181673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4181705.250000 Penalty: 5248.145020
	Iteration 19Q: 3 clusters Score -4181705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4181728.750000 Penalty: 5248.145020
	Iteration 20F: 3 clusters Score -4181729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4181740.000000 Penalty: 5248.145020
	Iteration 21Q: 3 clusters Score -4181740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4181752.000000 Penalty: 5248.145020
	Iteration 22Q: 3 clusters Score -4181752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -4181760.000000 Penalty: 5248.145020
	Iteration 23Q: 3 clusters Score -4181760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4181776.000000 Penalty: 5248.145020
	Iteration 24Q: 3 clusters Score -4181776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4181772.500000 Penalty: 5248.145020
	Iteration 25Q: 3 clusters Score -4181772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4181772.000000 Penalty: 5248.145020
	Iteration 26Q: 3 clusters Score -4181772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4181789.500000 Penalty: 5248.145020
	Iteration 27Q: 3 clusters Score -4181790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4181802.000000 Penalty: 5248.145020
	Iteration 28Q: 3 clusters Score -4181802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4181801.250000 Penalty: 5248.145020
	Iteration 29Q: 3 clusters Score -4181801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4181805.500000 Penalty: 5248.145020
	Iteration 30Q: 3 clusters Score -4181806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4181803.500000 Penalty: 5248.145020
	Iteration 31Q: 3 clusters Score -4181804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4181819.750000 Penalty: 5248.145020
	Iteration 32Q: 3 clusters Score -4181820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4181818.000000 Penalty: 5248.145020
	Iteration 33Q: 3 clusters Score -4181818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4181820.750000 Penalty: 5248.145020
	Iteration 34Q: 3 clusters Score -4181821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4181836.750000 Penalty: 5248.145020
	Iteration 35Q: 3 clusters Score -4181837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4181838.750000 Penalty: 5248.145020
	Iteration 36Q: 3 clusters Score -4181839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4181838.750000 Penalty: 5248.145020
	Iteration 37Q: 3 clusters Score -4181839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4181840.500000 Penalty: 5248.145020
	Iteration 38Q: 3 clusters Score -4181840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4181840.750000 Penalty: 5248.145020
	Iteration 39Q: 3 clusters Score -4181841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4181851.250000 Penalty: 5248.145020
	Iteration 40F: 3 clusters Score -4181851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4181855.250000 Penalty: 5248.145020
	Iteration 41Q: 3 clusters Score -4181855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4181854.750000 Penalty: 5248.145020
	Iteration 42Q: 3 clusters Score -4181855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4181862.000000 Penalty: 5248.145020
	Iteration 43Q: 3 clusters Score -4181862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4181871.500000 Penalty: 5248.145020
	Iteration 44Q: 3 clusters Score -4181872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4181876.000000 Penalty: 5248.145020
	Iteration 45Q: 3 clusters Score -4181876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4181880.000000 Penalty: 5248.145020
	Iteration 46Q: 3 clusters Score -4181880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4181891.000000 Penalty: 5248.145020
	Iteration 47Q: 3 clusters Score -4181891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4181895.500000 Penalty: 5248.145020
	Iteration 48Q: 3 clusters Score -4181896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4181899.000000 Penalty: 5248.145020
	Iteration 49Q: 3 clusters Score -4181899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4181900.750000 Penalty: 5248.145020
	Iteration 50Q: 3 clusters Score -4181901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4181901.000000 Penalty: 5248.145020
	Iteration 51Q: 3 clusters Score -4181901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4181907.000000 Penalty: 5248.145020
	Iteration 52Q: 3 clusters Score -4181907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4181905.500000 Penalty: 5248.145020
	Iteration 53Q: 3 clusters Score -4181906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4181910.500000 Penalty: 5248.145020
	Iteration 54Q: 3 clusters Score -4181910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4181908.250000 Penalty: 5248.145020
	Iteration 55Q: 3 clusters Score -4181908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4181909.000000 Penalty: 5248.145020
	Iteration 56Q: 3 clusters Score -4181909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4181916.500000 Penalty: 5248.145020
	Iteration 57Q: 3 clusters Score -4181916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4181917.250000 Penalty: 5248.145020
	Iteration 58Q: 3 clusters Score -4181917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4181917.250000 Penalty: 5248.145020
	Iteration 59Q: 3 clusters Score -4181917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4181925.500000 Penalty: 5248.145020
	Iteration 60F: 3 clusters Score -4181926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4181929.500000 Penalty: 5248.145020
	Iteration 61Q: 3 clusters Score -4181930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4181928.250000 Penalty: 5248.145020
	Iteration 62Q: 3 clusters Score -4181928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4181927.750000 Penalty: 5248.145020
	Iteration 63Q: 3 clusters Score -4181928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4181933.250000 Penalty: 5248.145020
	Iteration 64Q: 3 clusters Score -4181933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4181933.250000 Penalty: 5248.145020
	Iteration 65Q: 3 clusters Score -4181933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4181938.250000 Penalty: 5248.145020
	Iteration 66Q: 3 clusters Score -4181938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4181944.750000 Penalty: 5248.145020
	Iteration 67Q: 3 clusters Score -4181945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4181943.250000 Penalty: 5248.145020
	Iteration 68Q: 3 clusters Score -4181943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4181943.750000 Penalty: 5248.145020
	Iteration 69Q: 3 clusters Score -4181944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4181945.500000 Penalty: 5248.145020
	Iteration 70Q: 3 clusters Score -4181946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4181945.750000 Penalty: 5248.145020
	Iteration 71Q: 3 clusters Score -4181946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4181944.500000 Penalty: 5248.145020
	Iteration 72Q: 3 clusters Score -4181944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4181947.000000 Penalty: 5248.145020
	Iteration 73Q: 3 clusters Score -4181947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4181953.750000 Penalty: 5248.145020
	Iteration 74Q: 3 clusters Score -4181954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4181955.000000 Penalty: 5248.145020
	Iteration 75Q: 3 clusters Score -4181955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4181964.500000 Penalty: 5248.145020
	Iteration 76Q: 3 clusters Score -4181964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4181963.750000 Penalty: 5248.145020
	Iteration 77Q: 3 clusters Score -4181964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4181964.250000 Penalty: 5248.145020
	Iteration 78Q: 3 clusters Score -4181964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4181967.250000 Penalty: 5248.145020
	Iteration 79Q: 3 clusters Score -4181967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4181966.500000 Penalty: 5248.145020
	Iteration 80F: 3 clusters Score -4181966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4181977.750000 Penalty: 5248.145020
	Iteration 81Q: 3 clusters Score -4181978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4181977.250000 Penalty: 5248.145020
	Iteration 82Q: 3 clusters Score -4181977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4181976.500000 Penalty: 5248.145020
	Iteration 83Q: 3 clusters Score -4181976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4181973.500000 Penalty: 5248.145020
	Iteration 84Q: 3 clusters Score -4181974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4181978.750000 Penalty: 5248.145020
	Iteration 85Q: 3 clusters Score -4181979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4181978.750000 Penalty: 5248.145020
	Iteration 86Q: 3 clusters Score -4181979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4181973.500000 Penalty: 5248.145020
	Iteration 87Q: 3 clusters Score -4181974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4181972.250000 Penalty: 5248.145020
	Iteration 88Q: 3 clusters Score -4181972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4181972.250000 Penalty: 5248.145020
	Iteration 89F: 3 clusters Score -4181972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Entering Unmasked Estep 
Score: -1589203.375000 Penalty: 2390.520752
	Iteration 0F: 2 clusters Score -1589203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1578172.000000 Penalty: 4781.041504
	Iteration 0F: 3 clusters Score -1578172 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1581625.375000 Penalty: 4781.041504
	Iteration 1F: 3 clusters Score -1581625 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1581948.750000 Penalty: 4781.041504
	Iteration 2F: 3 clusters Score -1581949 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1582214.250000 Penalty: 4781.041504
	Iteration 3Q: 3 clusters Score -1582214 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1582473.125000 Penalty: 4781.041504
	Iteration 4Q: 3 clusters Score -1582473 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1582736.000000 Penalty: 4781.041504
	Iteration 5Q: 3 clusters Score -1582736 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1583105.375000 Penalty: 4781.041504
	Iteration 6Q: 3 clusters Score -1583105 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1583607.000000 Penalty: 4781.041504
	Iteration 7Q: 3 clusters Score -1583607 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1584383.250000 Penalty: 4781.041504
	Iteration 8F: 3 clusters Score -1584383 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1585393.500000 Penalty: 4781.041504
	Iteration 9F: 3 clusters Score -1585394 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1586369.125000 Penalty: 4781.041504
	Iteration 10F: 3 clusters Score -1586369 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1587085.750000 Penalty: 4781.041504
	Iteration 11F: 3 clusters Score -1587086 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1587566.750000 Penalty: 4781.041504
	Iteration 12Q: 3 clusters Score -1587567 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1587864.125000 Penalty: 4781.041504
	Iteration 13Q: 3 clusters Score -1587864 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1588015.500000 Penalty: 4781.041504
	Iteration 14Q: 3 clusters Score -1588016 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1588094.875000 Penalty: 4781.041504
	Iteration 15Q: 3 clusters Score -1588095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1588148.500000 Penalty: 4781.041504
	Iteration 16Q: 3 clusters Score -1588148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1588183.750000 Penalty: 4781.041504
	Iteration 17Q: 3 clusters Score -1588184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1588194.625000 Penalty: 4781.041504
	Iteration 18Q: 3 clusters Score -1588195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1588202.875000 Penalty: 4781.041504
	Iteration 19Q: 3 clusters Score -1588203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -1588209.625000 Penalty: 4781.041504
	Iteration 20F: 3 clusters Score -1588210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1588213.375000 Penalty: 4781.041504
	Iteration 21Q: 3 clusters Score -1588213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1588218.875000 Penalty: 4781.041504
	Iteration 22Q: 3 clusters Score -1588219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1588221.375000 Penalty: 4781.041504
	Iteration 23Q: 3 clusters Score -1588221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1588226.125000 Penalty: 4781.041504
	Iteration 24Q: 3 clusters Score -1588226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1588228.875000 Penalty: 4781.041504
	Iteration 25Q: 3 clusters Score -1588229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1588233.375000 Penalty: 4781.041504
	Iteration 26Q: 3 clusters Score -1588233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1588236.625000 Penalty: 4781.041504
	Iteration 27Q: 3 clusters Score -1588237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1588238.250000 Penalty: 4781.041504
	Iteration 28Q: 3 clusters Score -1588238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1588238.875000 Penalty: 4781.041504
	Iteration 29Q: 3 clusters Score -1588239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1588239.625000 Penalty: 4781.041504
	Iteration 30Q: 3 clusters Score -1588240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1588241.125000 Penalty: 4781.041504
	Iteration 31Q: 3 clusters Score -1588241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1588244.000000 Penalty: 4781.041504
	Iteration 32Q: 3 clusters Score -1588244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1588244.625000 Penalty: 4781.041504
	Iteration 33Q: 3 clusters Score -1588245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1588242.625000 Penalty: 4781.041504
	Iteration 34Q: 3 clusters Score -1588243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1588242.625000 Penalty: 4781.041504
	Iteration 35F: 3 clusters Score -1588243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -549420.750000 Penalty: 2126.527344
	Iteration 0F: 2 clusters Score -549420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -544685.750000 Penalty: 4253.054688
	Iteration 0F: 3 clusters Score -544685.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -545807.937500 Penalty: 4253.054688
	Iteration 1F: 3 clusters Score -545807.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -546002.500000 Penalty: 4253.054688
	Iteration 2F: 3 clusters Score -546002.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -546128.750000 Penalty: 4253.054688
	Iteration 3Q: 3 clusters Score -546128.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -546217.875000 Penalty: 4253.054688
	Iteration 4Q: 3 clusters Score -546217.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -546292.562500 Penalty: 4253.054688
	Iteration 5Q: 3 clusters Score -546292.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -546357.812500 Penalty: 4253.054688
	Iteration 6Q: 3 clusters Score -546357.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -546408.625000 Penalty: 4253.054688
	Iteration 7Q: 3 clusters Score -546408.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -546457.500000 Penalty: 4253.054688
	Iteration 8Q: 3 clusters Score -546457.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -546496.250000 Penalty: 4253.054688
	Iteration 9Q: 3 clusters Score -546496.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -546533.437500 Penalty: 4253.054688
	Iteration 10Q: 3 clusters Score -546533.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -546571.937500 Penalty: 4253.054688
	Iteration 11Q: 3 clusters Score -546571.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -546603.250000 Penalty: 4253.054688
	Iteration 12Q: 3 clusters Score -546603.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -546631.125000 Penalty: 4253.054688
	Iteration 13Q: 3 clusters Score -546631.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -546655.500000 Penalty: 4253.054688
	Iteration 14Q: 3 clusters Score -546655.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -546684.437500 Penalty: 4253.054688
	Iteration 15Q: 3 clusters Score -546684.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -546720.875000 Penalty: 4253.054688
	Iteration 16Q: 3 clusters Score -546720.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -546758.375000 Penalty: 4253.054688
	Iteration 17Q: 3 clusters Score -546758.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -546793.687500 Penalty: 4253.054688
	Iteration 18Q: 3 clusters Score -546793.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -546829.812500 Penalty: 4253.054688
	Iteration 19Q: 3 clusters Score -546829.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -546868.375000 Penalty: 4253.054688
	Iteration 20F: 3 clusters Score -546868.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -546914.375000 Penalty: 4253.054688
	Iteration 21Q: 3 clusters Score -546914.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -546956.250000 Penalty: 4253.054688
	Iteration 22Q: 3 clusters Score -546956.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -547010.625000 Penalty: 4253.054688
	Iteration 23Q: 3 clusters Score -547010.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -547072.687500 Penalty: 4253.054688
	Iteration 24Q: 3 clusters Score -547072.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -547138.437500 Penalty: 4253.054688
	Iteration 25Q: 3 clusters Score -547138.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -547212.312500 Penalty: 4253.054688
	Iteration 26Q: 3 clusters Score -547212.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -547258.500000 Penalty: 4253.054688
	Iteration 27Q: 3 clusters Score -547258.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -547306.500000 Penalty: 4253.054688
	Iteration 28Q: 3 clusters Score -547306.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -547344.187500 Penalty: 4253.054688
	Iteration 29Q: 3 clusters Score -547344.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -547378.750000 Penalty: 4253.054688
	Iteration 30Q: 3 clusters Score -547378.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -547413.000000 Penalty: 4253.054688
	Iteration 31Q: 3 clusters Score -547413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -547443.250000 Penalty: 4253.054688
	Iteration 32Q: 3 clusters Score -547443.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -547465.875000 Penalty: 4253.054688
	Iteration 33Q: 3 clusters Score -547465.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -547485.875000 Penalty: 4253.054688
	Iteration 34Q: 3 clusters Score -547485.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -547499.625000 Penalty: 4253.054688
	Iteration 35Q: 3 clusters Score -547499.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -547508.937500 Penalty: 4253.054688
	Iteration 36Q: 3 clusters Score -547508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -547516.375000 Penalty: 4253.054688
	Iteration 37Q: 3 clusters Score -547516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -547520.687500 Penalty: 4253.054688
	Iteration 38Q: 3 clusters Score -547520.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -547526.875000 Penalty: 4253.054688
	Iteration 39Q: 3 clusters Score -547526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -547533.000000 Penalty: 4253.054688
	Iteration 40F: 3 clusters Score -547533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -547541.375000 Penalty: 4253.054688
	Iteration 41Q: 3 clusters Score -547541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -547546.812500 Penalty: 4253.054688
	Iteration 42Q: 3 clusters Score -547546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -547548.750000 Penalty: 4253.054688
	Iteration 43Q: 3 clusters Score -547548.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -547554.187500 Penalty: 4253.054688
	Iteration 44Q: 3 clusters Score -547554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -547555.375000 Penalty: 4253.054688
	Iteration 45Q: 3 clusters Score -547555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -547557.562500 Penalty: 4253.054688
	Iteration 46Q: 3 clusters Score -547557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -547557.937500 Penalty: 4253.054688
	Iteration 47Q: 3 clusters Score -547557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -547559.187500 Penalty: 4253.054688
	Iteration 48Q: 3 clusters Score -547559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -547561.187500 Penalty: 4253.054688
	Iteration 49Q: 3 clusters Score -547561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -547562.750000 Penalty: 4253.054688
	Iteration 50Q: 3 clusters Score -547562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -547564.062500 Penalty: 4253.054688
	Iteration 51Q: 3 clusters Score -547564.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -547566.875000 Penalty: 4253.054688
	Iteration 52Q: 3 clusters Score -547566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -547571.500000 Penalty: 4253.054688
	Iteration 53Q: 3 clusters Score -547571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -547573.625000 Penalty: 4253.054688
	Iteration 54Q: 3 clusters Score -547573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -547573.687500 Penalty: 4253.054688
	Iteration 55Q: 3 clusters Score -547573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -547574.375000 Penalty: 4253.054688
	Iteration 56Q: 3 clusters Score -547574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -547576.437500 Penalty: 4253.054688
	Iteration 57Q: 3 clusters Score -547576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -547577.500000 Penalty: 4253.054688
	Iteration 58Q: 3 clusters Score -547577.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -547578.187500 Penalty: 4253.054688
	Iteration 59Q: 3 clusters Score -547578.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -547578.187500 Penalty: 4253.054688
	Iteration 60F: 3 clusters Score -547578.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -228561.640625 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -228561.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -225642.937500 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -225642.9 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -228656.953125 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -228657 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -233507.546875 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -233507.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -236402.515625 Penalty: 3910.936768
	Iteration 3F: 3 clusters Score -236402.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -237387.718750 Penalty: 3910.936768
	Iteration 4F: 3 clusters Score -237387.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -238189.734375 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -238189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -238206.812500 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -238206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -238206.812500 Penalty: 3910.936768
	Iteration 7F: 3 clusters Score -238206.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 225408 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 50990 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 7 contains 39377 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 15 contains 33624 members 
Mstep: Class 16 contains 39749 members 
Mstep: Class 17 contains 21989 members 
Mstep: Class 18 contains 199808 members 
Mstep: Class 20 contains 34906 members 
Entering Unmasked Estep 
Score: -70061504.000000 Penalty: 43306.667969
Splitting cluster 11 changes total score from -70053416.000000 to -70061504.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 15 (33624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Entering Unmasked Estep 
Score: -3463969.250000 Penalty: 2584.902832
	Iteration 0F: 2 clusters Score -3463969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3440965.250000 Penalty: 5169.805664
	Iteration 0F: 3 clusters Score -3440965 nChanged 15294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3449415.000000 Penalty: 5169.805664
	Iteration 1F: 3 clusters Score -3449415 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3449874.250000 Penalty: 5169.805664
	Iteration 2Q: 3 clusters Score -3449874 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3450388.750000 Penalty: 5169.805664
	Iteration 3Q: 3 clusters Score -3450389 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3451044.500000 Penalty: 5169.805664
	Iteration 4Q: 3 clusters Score -3451044 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -3452050.500000 Penalty: 5169.805664
	Iteration 5F: 3 clusters Score -3452050 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3453603.000000 Penalty: 5169.805664
	Iteration 6F: 3 clusters Score -3453603 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3455826.250000 Penalty: 5169.805664
	Iteration 7F: 3 clusters Score -3455826 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -3458432.000000 Penalty: 5169.805664
	Iteration 8F: 3 clusters Score -3458432 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -3460259.250000 Penalty: 5169.805664
	Iteration 9F: 3 clusters Score -3460259 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -3461074.500000 Penalty: 5169.805664
	Iteration 10Q: 3 clusters Score -3461074 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -3461394.750000 Penalty: 5169.805664
	Iteration 11Q: 3 clusters Score -3461395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -3461529.500000 Penalty: 5169.805664
	Iteration 12Q: 3 clusters Score -3461530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3461596.750000 Penalty: 5169.805664
	Iteration 13Q: 3 clusters Score -3461597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -3461650.000000 Penalty: 5169.805664
	Iteration 14Q: 3 clusters Score -3461650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -3461669.500000 Penalty: 5169.805664
	Iteration 15Q: 3 clusters Score -3461670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -3461680.000000 Penalty: 5169.805664
	Iteration 16Q: 3 clusters Score -3461680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3461681.000000 Penalty: 5169.805664
	Iteration 17Q: 3 clusters Score -3461681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3461681.000000 Penalty: 5169.805664
	Iteration 18F: 3 clusters Score -3461681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -4222963.500000 Penalty: 2626.404297
	Iteration 0F: 2 clusters Score -4222964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4196082.500000 Penalty: 5252.808594
	Iteration 0F: 3 clusters Score -4196082 nChanged 18054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4205932.000000 Penalty: 5252.808594
	Iteration 1F: 3 clusters Score -4205932 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4206472.000000 Penalty: 5252.808594
	Iteration 2Q: 3 clusters Score -4206472 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4207061.500000 Penalty: 5252.808594
	Iteration 3Q: 3 clusters Score -4207062 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4207818.000000 Penalty: 5252.808594
	Iteration 4Q: 3 clusters Score -4207818 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4209003.500000 Penalty: 5252.808594
	Iteration 5F: 3 clusters Score -4209004 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -4210864.500000 Penalty: 5252.808594
	Iteration 6F: 3 clusters Score -4210864 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4213358.000000 Penalty: 5252.808594
	Iteration 7F: 3 clusters Score -4213358 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -4215838.000000 Penalty: 5252.808594
	Iteration 8F: 3 clusters Score -4215838 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4217796.000000 Penalty: 5252.808594
	Iteration 9F: 3 clusters Score -4217796 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4219133.500000 Penalty: 5252.808594
	Iteration 10Q: 3 clusters Score -4219134 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4219877.500000 Penalty: 5252.808594
	Iteration 11Q: 3 clusters Score -4219878 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4220249.500000 Penalty: 5252.808594
	Iteration 12Q: 3 clusters Score -4220250 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4220510.500000 Penalty: 5252.808594
	Iteration 13Q: 3 clusters Score -4220510 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4220690.000000 Penalty: 5252.808594
	Iteration 14Q: 3 clusters Score -4220690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4220793.500000 Penalty: 5252.808594
	Iteration 15Q: 3 clusters Score -4220794 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4220856.500000 Penalty: 5252.808594
	Iteration 16Q: 3 clusters Score -4220856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4220898.000000 Penalty: 5252.808594
	Iteration 17Q: 3 clusters Score -4220898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4220922.500000 Penalty: 5252.808594
	Iteration 18Q: 3 clusters Score -4220922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4220935.500000 Penalty: 5252.808594
	Iteration 19Q: 3 clusters Score -4220936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4220957.000000 Penalty: 5252.808594
	Iteration 20F: 3 clusters Score -4220957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4220972.500000 Penalty: 5252.808594
	Iteration 21Q: 3 clusters Score -4220972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4220983.000000 Penalty: 5252.808594
	Iteration 22Q: 3 clusters Score -4220983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4220999.500000 Penalty: 5252.808594
	Iteration 23Q: 3 clusters Score -4221000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4221018.500000 Penalty: 5252.808594
	Iteration 24Q: 3 clusters Score -4221018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4221016.500000 Penalty: 5252.808594
	Iteration 25Q: 3 clusters Score -4221016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4221018.500000 Penalty: 5252.808594
	Iteration 26Q: 3 clusters Score -4221018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4221022.000000 Penalty: 5252.808594
	Iteration 27Q: 3 clusters Score -4221022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4221030.000000 Penalty: 5252.808594
	Iteration 28Q: 3 clusters Score -4221030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4221033.500000 Penalty: 5252.808594
	Iteration 29Q: 3 clusters Score -4221034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4221031.500000 Penalty: 5252.808594
	Iteration 30Q: 3 clusters Score -4221032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4221030.500000 Penalty: 5252.808594
	Iteration 31Q: 3 clusters Score -4221030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4221030.500000 Penalty: 5252.808594
	Iteration 32F: 3 clusters Score -4221030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Entering Unmasked Estep 
Score: -2336928.750000 Penalty: 2479.577881
	Iteration 0F: 2 clusters Score -2336929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2321582.250000 Penalty: 4959.155762
	Iteration 0F: 3 clusters Score -2321582 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2326807.250000 Penalty: 4959.155762
	Iteration 1F: 3 clusters Score -2326807 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2327275.750000 Penalty: 4959.155762
	Iteration 2F: 3 clusters Score -2327276 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2327752.000000 Penalty: 4959.155762
	Iteration 3Q: 3 clusters Score -2327752 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2328256.000000 Penalty: 4959.155762
	Iteration 4Q: 3 clusters Score -2328256 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2328776.250000 Penalty: 4959.155762
	Iteration 5Q: 3 clusters Score -2328776 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2329278.000000 Penalty: 4959.155762
	Iteration 6Q: 3 clusters Score -2329278 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2329823.000000 Penalty: 4959.155762
	Iteration 7Q: 3 clusters Score -2329823 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2330364.750000 Penalty: 4959.155762
	Iteration 8Q: 3 clusters Score -2330365 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2330932.500000 Penalty: 4959.155762
	Iteration 9Q: 3 clusters Score -2330932 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2331423.500000 Penalty: 4959.155762
	Iteration 10Q: 3 clusters Score -2331424 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2331871.000000 Penalty: 4959.155762
	Iteration 11Q: 3 clusters Score -2331871 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2332205.750000 Penalty: 4959.155762
	Iteration 12Q: 3 clusters Score -2332206 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2332469.250000 Penalty: 4959.155762
	Iteration 13Q: 3 clusters Score -2332469 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2332699.500000 Penalty: 4959.155762
	Iteration 14Q: 3 clusters Score -2332700 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2332844.250000 Penalty: 4959.155762
	Iteration 15Q: 3 clusters Score -2332844 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2332943.000000 Penalty: 4959.155762
	Iteration 16Q: 3 clusters Score -2332943 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2333019.500000 Penalty: 4959.155762
	Iteration 17Q: 3 clusters Score -2333020 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2333077.750000 Penalty: 4959.155762
	Iteration 18Q: 3 clusters Score -2333078 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2333136.500000 Penalty: 4959.155762
	Iteration 19Q: 3 clusters Score -2333136 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2333189.750000 Penalty: 4959.155762
	Iteration 20F: 3 clusters Score -2333190 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2333222.250000 Penalty: 4959.155762
	Iteration 21Q: 3 clusters Score -2333222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2333265.750000 Penalty: 4959.155762
	Iteration 22Q: 3 clusters Score -2333266 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2333296.000000 Penalty: 4959.155762
	Iteration 23Q: 3 clusters Score -2333296 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2333328.750000 Penalty: 4959.155762
	Iteration 24Q: 3 clusters Score -2333329 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2333377.750000 Penalty: 4959.155762
	Iteration 25Q: 3 clusters Score -2333378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2333406.500000 Penalty: 4959.155762
	Iteration 26Q: 3 clusters Score -2333406 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2333431.250000 Penalty: 4959.155762
	Iteration 27Q: 3 clusters Score -2333431 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2333449.750000 Penalty: 4959.155762
	Iteration 28Q: 3 clusters Score -2333450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2333470.000000 Penalty: 4959.155762
	Iteration 29Q: 3 clusters Score -2333470 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2333484.750000 Penalty: 4959.155762
	Iteration 30Q: 3 clusters Score -2333485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2333512.750000 Penalty: 4959.155762
	Iteration 31Q: 3 clusters Score -2333513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2333535.000000 Penalty: 4959.155762
	Iteration 32Q: 3 clusters Score -2333535 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2333550.000000 Penalty: 4959.155762
	Iteration 33Q: 3 clusters Score -2333550 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2333580.000000 Penalty: 4959.155762
	Iteration 34Q: 3 clusters Score -2333580 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2333597.250000 Penalty: 4959.155762
	Iteration 35Q: 3 clusters Score -2333597 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2333616.750000 Penalty: 4959.155762
	Iteration 36Q: 3 clusters Score -2333617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2333645.000000 Penalty: 4959.155762
	Iteration 37Q: 3 clusters Score -2333645 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2333678.500000 Penalty: 4959.155762
	Iteration 38Q: 3 clusters Score -2333678 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2333705.500000 Penalty: 4959.155762
	Iteration 39Q: 3 clusters Score -2333706 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2333727.750000 Penalty: 4959.155762
	Iteration 40F: 3 clusters Score -2333728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2333754.750000 Penalty: 4959.155762
	Iteration 41Q: 3 clusters Score -2333755 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2333776.000000 Penalty: 4959.155762
	Iteration 42Q: 3 clusters Score -2333776 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2333791.750000 Penalty: 4959.155762
	Iteration 43Q: 3 clusters Score -2333792 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2333819.500000 Penalty: 4959.155762
	Iteration 44Q: 3 clusters Score -2333820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2333846.750000 Penalty: 4959.155762
	Iteration 45Q: 3 clusters Score -2333847 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2333877.500000 Penalty: 4959.155762
	Iteration 46Q: 3 clusters Score -2333878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2333903.000000 Penalty: 4959.155762
	Iteration 47Q: 3 clusters Score -2333903 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2333936.750000 Penalty: 4959.155762
	Iteration 48Q: 3 clusters Score -2333937 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2333967.500000 Penalty: 4959.155762
	Iteration 49Q: 3 clusters Score -2333968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2333993.750000 Penalty: 4959.155762
	Iteration 50Q: 3 clusters Score -2333994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2334020.500000 Penalty: 4959.155762
	Iteration 51Q: 3 clusters Score -2334020 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2334046.250000 Penalty: 4959.155762
	Iteration 52Q: 3 clusters Score -2334046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2334082.750000 Penalty: 4959.155762
	Iteration 53Q: 3 clusters Score -2334083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2334108.500000 Penalty: 4959.155762
	Iteration 54Q: 3 clusters Score -2334108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2334138.000000 Penalty: 4959.155762
	Iteration 55Q: 3 clusters Score -2334138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2334162.000000 Penalty: 4959.155762
	Iteration 56Q: 3 clusters Score -2334162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2334180.250000 Penalty: 4959.155762
	Iteration 57Q: 3 clusters Score -2334180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2334203.250000 Penalty: 4959.155762
	Iteration 58Q: 3 clusters Score -2334203 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2334217.750000 Penalty: 4959.155762
	Iteration 59Q: 3 clusters Score -2334218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2334238.500000 Penalty: 4959.155762
	Iteration 60F: 3 clusters Score -2334238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2334258.500000 Penalty: 4959.155762
	Iteration 61Q: 3 clusters Score -2334258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2334283.500000 Penalty: 4959.155762
	Iteration 62Q: 3 clusters Score -2334284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2334293.000000 Penalty: 4959.155762
	Iteration 63Q: 3 clusters Score -2334293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2334309.500000 Penalty: 4959.155762
	Iteration 64Q: 3 clusters Score -2334310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2334325.500000 Penalty: 4959.155762
	Iteration 65Q: 3 clusters Score -2334326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2334349.250000 Penalty: 4959.155762
	Iteration 66Q: 3 clusters Score -2334349 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2334361.000000 Penalty: 4959.155762
	Iteration 67Q: 3 clusters Score -2334361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2334381.250000 Penalty: 4959.155762
	Iteration 68Q: 3 clusters Score -2334381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2334407.000000 Penalty: 4959.155762
	Iteration 69Q: 3 clusters Score -2334407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2334432.500000 Penalty: 4959.155762
	Iteration 70Q: 3 clusters Score -2334432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2334445.750000 Penalty: 4959.155762
	Iteration 71Q: 3 clusters Score -2334446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2334459.750000 Penalty: 4959.155762
	Iteration 72Q: 3 clusters Score -2334460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2334480.750000 Penalty: 4959.155762
	Iteration 73Q: 3 clusters Score -2334481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2334496.250000 Penalty: 4959.155762
	Iteration 74Q: 3 clusters Score -2334496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2334505.750000 Penalty: 4959.155762
	Iteration 75Q: 3 clusters Score -2334506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2334517.500000 Penalty: 4959.155762
	Iteration 76Q: 3 clusters Score -2334518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2334531.250000 Penalty: 4959.155762
	Iteration 77Q: 3 clusters Score -2334531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2334546.750000 Penalty: 4959.155762
	Iteration 78Q: 3 clusters Score -2334547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2334561.500000 Penalty: 4959.155762
	Iteration 79Q: 3 clusters Score -2334562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2334569.750000 Penalty: 4959.155762
	Iteration 80F: 3 clusters Score -2334570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2334581.000000 Penalty: 4959.155762
	Iteration 81Q: 3 clusters Score -2334581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2334587.250000 Penalty: 4959.155762
	Iteration 82Q: 3 clusters Score -2334587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2334593.000000 Penalty: 4959.155762
	Iteration 83Q: 3 clusters Score -2334593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2334596.750000 Penalty: 4959.155762
	Iteration 84Q: 3 clusters Score -2334597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2334604.000000 Penalty: 4959.155762
	Iteration 85Q: 3 clusters Score -2334604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2334613.250000 Penalty: 4959.155762
	Iteration 86Q: 3 clusters Score -2334613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2334623.250000 Penalty: 4959.155762
	Iteration 87Q: 3 clusters Score -2334623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2334627.750000 Penalty: 4959.155762
	Iteration 88Q: 3 clusters Score -2334628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2334636.000000 Penalty: 4959.155762
	Iteration 89Q: 3 clusters Score -2334636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2334641.000000 Penalty: 4959.155762
	Iteration 90Q: 3 clusters Score -2334641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2334646.250000 Penalty: 4959.155762
	Iteration 91Q: 3 clusters Score -2334646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2334650.750000 Penalty: 4959.155762
	Iteration 92Q: 3 clusters Score -2334651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2334654.000000 Penalty: 4959.155762
	Iteration 93Q: 3 clusters Score -2334654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2334656.250000 Penalty: 4959.155762
	Iteration 94Q: 3 clusters Score -2334656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2334655.250000 Penalty: 4959.155762
	Iteration 95Q: 3 clusters Score -2334655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2334654.250000 Penalty: 4959.155762
	Iteration 96Q: 3 clusters Score -2334654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2334656.500000 Penalty: 4959.155762
	Iteration 97Q: 3 clusters Score -2334656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2334664.750000 Penalty: 4959.155762
	Iteration 98Q: 3 clusters Score -2334665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2334662.750000 Penalty: 4959.155762
	Iteration 99Q: 3 clusters Score -2334663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2334666.500000 Penalty: 4959.155762
	Iteration 100F: 3 clusters Score -2334666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2334670.750000 Penalty: 4959.155762
	Iteration 101Q: 3 clusters Score -2334671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2334674.750000 Penalty: 4959.155762
	Iteration 102Q: 3 clusters Score -2334675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2334673.000000 Penalty: 4959.155762
	Iteration 103Q: 3 clusters Score -2334673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2334675.000000 Penalty: 4959.155762
	Iteration 104Q: 3 clusters Score -2334675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2334674.500000 Penalty: 4959.155762
	Iteration 105Q: 3 clusters Score -2334674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2334674.250000 Penalty: 4959.155762
	Iteration 106Q: 3 clusters Score -2334674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2334679.000000 Penalty: 4959.155762
	Iteration 107Q: 3 clusters Score -2334679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2334679.000000 Penalty: 4959.155762
	Iteration 108F: 3 clusters Score -2334679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (199808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199808 members 
Entering Unmasked Estep 
Score: -20837416.000000 Penalty: 3026.867920
	Iteration 0F: 2 clusters Score -2.083742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -20712718.000000 Penalty: 6053.735840
	Iteration 0F: 3 clusters Score -2.071272e+07 nChanged 96269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -20768924.000000 Penalty: 6053.735840
	Iteration 1F: 3 clusters Score -2.076892e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104709 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -20770758.000000 Penalty: 6053.735840
	Iteration 2Q: 3 clusters Score -2.077076e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -20772886.000000 Penalty: 6053.735840
	Iteration 3Q: 3 clusters Score -2.077289e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110198 members 
Mstep: Class 2 contains 89610 members 
Entering Unmasked Estep 
Score: -20776252.000000 Penalty: 6053.735840
	Iteration 4Q: 3 clusters Score -2.077625e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114717 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -20781288.000000 Penalty: 6053.735840
	Iteration 5F: 3 clusters Score -2.078129e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -20788160.000000 Penalty: 6053.735840
	Iteration 6F: 3 clusters Score -2.078816e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124831 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -20796712.000000 Penalty: 6053.735840
	Iteration 7F: 3 clusters Score -2.079671e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128115 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -20804636.000000 Penalty: 6053.735840
	Iteration 8F: 3 clusters Score -2.080464e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129329 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -20809802.000000 Penalty: 6053.735840
	Iteration 9F: 3 clusters Score -2.08098e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129302 members 
Mstep: Class 2 contains 70506 members 
Entering Unmasked Estep 
Score: -20811960.000000 Penalty: 6053.735840
	Iteration 10Q: 3 clusters Score -2.081196e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128757 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -20812568.000000 Penalty: 6053.735840
	Iteration 11Q: 3 clusters Score -2.081257e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128086 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -20812732.000000 Penalty: 6053.735840
	Iteration 12Q: 3 clusters Score -2.081273e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127497 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -20812688.000000 Penalty: 6053.735840
	Iteration 13Q: 3 clusters Score -2.081269e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -20812682.000000 Penalty: 6053.735840
	Iteration 14Q: 3 clusters Score -2.081268e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126343 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -20812756.000000 Penalty: 6053.735840
	Iteration 15Q: 3 clusters Score -2.081276e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -20812810.000000 Penalty: 6053.735840
	Iteration 16Q: 3 clusters Score -2.081281e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125344 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -20812744.000000 Penalty: 6053.735840
	Iteration 17Q: 3 clusters Score -2.081274e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124897 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -20812836.000000 Penalty: 6053.735840
	Iteration 18Q: 3 clusters Score -2.081284e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -20812904.000000 Penalty: 6053.735840
	Iteration 19Q: 3 clusters Score -2.08129e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123920 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -20812972.000000 Penalty: 6053.735840
	Iteration 20F: 3 clusters Score -2.081297e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123458 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -20813060.000000 Penalty: 6053.735840
	Iteration 21Q: 3 clusters Score -2.081306e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -20813016.000000 Penalty: 6053.735840
	Iteration 22Q: 3 clusters Score -2.081302e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -20813062.000000 Penalty: 6053.735840
	Iteration 23Q: 3 clusters Score -2.081306e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122091 members 
Mstep: Class 2 contains 77717 members 
Entering Unmasked Estep 
Score: -20813092.000000 Penalty: 6053.735840
	Iteration 24Q: 3 clusters Score -2.081309e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121634 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -20813220.000000 Penalty: 6053.735840
	Iteration 25Q: 3 clusters Score -2.081322e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121194 members 
Mstep: Class 2 contains 78614 members 
Entering Unmasked Estep 
Score: -20813272.000000 Penalty: 6053.735840
	Iteration 26Q: 3 clusters Score -2.081327e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120729 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -20813252.000000 Penalty: 6053.735840
	Iteration 27Q: 3 clusters Score -2.081325e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120258 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -20813426.000000 Penalty: 6053.735840
	Iteration 28Q: 3 clusters Score -2.081343e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119820 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -20813556.000000 Penalty: 6053.735840
	Iteration 29Q: 3 clusters Score -2.081356e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119408 members 
Mstep: Class 2 contains 80400 members 
Entering Unmasked Estep 
Score: -20813654.000000 Penalty: 6053.735840
	Iteration 30Q: 3 clusters Score -2.081365e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -20813728.000000 Penalty: 6053.735840
	Iteration 31Q: 3 clusters Score -2.081373e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118561 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -20813854.000000 Penalty: 6053.735840
	Iteration 32Q: 3 clusters Score -2.081385e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 81603 members 
Entering Unmasked Estep 
Score: -20813864.000000 Penalty: 6053.735840
	Iteration 33Q: 3 clusters Score -2.081386e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -20813932.000000 Penalty: 6053.735840
	Iteration 34Q: 3 clusters Score -2.081393e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117621 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -20813988.000000 Penalty: 6053.735840
	Iteration 35Q: 3 clusters Score -2.081399e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117383 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -20814008.000000 Penalty: 6053.735840
	Iteration 36Q: 3 clusters Score -2.081401e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117200 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -20814070.000000 Penalty: 6053.735840
	Iteration 37Q: 3 clusters Score -2.081407e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117058 members 
Mstep: Class 2 contains 82750 members 
Entering Unmasked Estep 
Score: -20814156.000000 Penalty: 6053.735840
	Iteration 38Q: 3 clusters Score -2.081416e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116925 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -20814198.000000 Penalty: 6053.735840
	Iteration 39Q: 3 clusters Score -2.08142e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -20814294.000000 Penalty: 6053.735840
	Iteration 40F: 3 clusters Score -2.081429e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116784 members 
Mstep: Class 2 contains 83024 members 
Entering Unmasked Estep 
Score: -20814358.000000 Penalty: 6053.735840
	Iteration 41Q: 3 clusters Score -2.081436e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116752 members 
Mstep: Class 2 contains 83056 members 
Entering Unmasked Estep 
Score: -20814436.000000 Penalty: 6053.735840
	Iteration 42Q: 3 clusters Score -2.081444e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116711 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -20814462.000000 Penalty: 6053.735840
	Iteration 43Q: 3 clusters Score -2.081446e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116663 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -20814594.000000 Penalty: 6053.735840
	Iteration 44Q: 3 clusters Score -2.081459e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116629 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -20814638.000000 Penalty: 6053.735840
	Iteration 45Q: 3 clusters Score -2.081464e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116543 members 
Mstep: Class 2 contains 83265 members 
Entering Unmasked Estep 
Score: -20814676.000000 Penalty: 6053.735840
	Iteration 46Q: 3 clusters Score -2.081468e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116464 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -20814714.000000 Penalty: 6053.735840
	Iteration 47Q: 3 clusters Score -2.081471e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -20814728.000000 Penalty: 6053.735840
	Iteration 48Q: 3 clusters Score -2.081473e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -20814846.000000 Penalty: 6053.735840
	Iteration 49Q: 3 clusters Score -2.081485e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116433 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -20814876.000000 Penalty: 6053.735840
	Iteration 50Q: 3 clusters Score -2.081488e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116445 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -20815002.000000 Penalty: 6053.735840
	Iteration 51Q: 3 clusters Score -2.0815e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116441 members 
Mstep: Class 2 contains 83367 members 
Entering Unmasked Estep 
Score: -20815068.000000 Penalty: 6053.735840
	Iteration 52Q: 3 clusters Score -2.081507e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -20815094.000000 Penalty: 6053.735840
	Iteration 53Q: 3 clusters Score -2.081509e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116355 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -20815088.000000 Penalty: 6053.735840
	Iteration 54Q: 3 clusters Score -2.081509e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -20815106.000000 Penalty: 6053.735840
	Iteration 55Q: 3 clusters Score -2.081511e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116393 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -20815202.000000 Penalty: 6053.735840
	Iteration 56Q: 3 clusters Score -2.08152e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116437 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -20815266.000000 Penalty: 6053.735840
	Iteration 57Q: 3 clusters Score -2.081527e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116473 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -20815302.000000 Penalty: 6053.735840
	Iteration 58Q: 3 clusters Score -2.08153e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116498 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -20815366.000000 Penalty: 6053.735840
	Iteration 59Q: 3 clusters Score -2.081537e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -20815398.000000 Penalty: 6053.735840
	Iteration 60F: 3 clusters Score -2.08154e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -20815470.000000 Penalty: 6053.735840
	Iteration 61Q: 3 clusters Score -2.081547e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 83194 members 
Entering Unmasked Estep 
Score: -20815490.000000 Penalty: 6053.735840
	Iteration 62Q: 3 clusters Score -2.081549e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 83171 members 
Entering Unmasked Estep 
Score: -20815548.000000 Penalty: 6053.735840
	Iteration 63Q: 3 clusters Score -2.081555e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116640 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -20815516.000000 Penalty: 6053.735840
	Iteration 64Q: 3 clusters Score -2.081552e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -20815572.000000 Penalty: 6053.735840
	Iteration 65Q: 3 clusters Score -2.081557e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116648 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -20815582.000000 Penalty: 6053.735840
	Iteration 66Q: 3 clusters Score -2.081558e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116618 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -20815664.000000 Penalty: 6053.735840
	Iteration 67Q: 3 clusters Score -2.081566e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116617 members 
Mstep: Class 2 contains 83191 members 
Entering Unmasked Estep 
Score: -20815780.000000 Penalty: 6053.735840
	Iteration 68Q: 3 clusters Score -2.081578e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -20815796.000000 Penalty: 6053.735840
	Iteration 69Q: 3 clusters Score -2.08158e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116527 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -20815868.000000 Penalty: 6053.735840
	Iteration 70Q: 3 clusters Score -2.081587e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116467 members 
Mstep: Class 2 contains 83341 members 
Entering Unmasked Estep 
Score: -20815904.000000 Penalty: 6053.735840
	Iteration 71Q: 3 clusters Score -2.08159e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -20815902.000000 Penalty: 6053.735840
	Iteration 72Q: 3 clusters Score -2.08159e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -20815992.000000 Penalty: 6053.735840
	Iteration 73Q: 3 clusters Score -2.081599e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116223 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -20816070.000000 Penalty: 6053.735840
	Iteration 74Q: 3 clusters Score -2.081607e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116187 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -20816094.000000 Penalty: 6053.735840
	Iteration 75Q: 3 clusters Score -2.081609e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116158 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -20816176.000000 Penalty: 6053.735840
	Iteration 76Q: 3 clusters Score -2.081618e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116124 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -20816206.000000 Penalty: 6053.735840
	Iteration 77Q: 3 clusters Score -2.081621e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116115 members 
Mstep: Class 2 contains 83693 members 
Entering Unmasked Estep 
Score: -20816282.000000 Penalty: 6053.735840
	Iteration 78Q: 3 clusters Score -2.081628e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116059 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -20816384.000000 Penalty: 6053.735840
	Iteration 79Q: 3 clusters Score -2.081638e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -20816436.000000 Penalty: 6053.735840
	Iteration 80F: 3 clusters Score -2.081644e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115930 members 
Mstep: Class 2 contains 83878 members 
Entering Unmasked Estep 
Score: -20816538.000000 Penalty: 6053.735840
	Iteration 81Q: 3 clusters Score -2.081654e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -20816672.000000 Penalty: 6053.735840
	Iteration 82Q: 3 clusters Score -2.081667e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115746 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -20816718.000000 Penalty: 6053.735840
	Iteration 83Q: 3 clusters Score -2.081672e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115654 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -20816792.000000 Penalty: 6053.735840
	Iteration 84Q: 3 clusters Score -2.081679e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115563 members 
Mstep: Class 2 contains 84245 members 
Entering Unmasked Estep 
Score: -20816768.000000 Penalty: 6053.735840
	Iteration 85Q: 3 clusters Score -2.081677e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115455 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -20816856.000000 Penalty: 6053.735840
	Iteration 86Q: 3 clusters Score -2.081686e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -20816914.000000 Penalty: 6053.735840
	Iteration 87Q: 3 clusters Score -2.081691e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115266 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -20816966.000000 Penalty: 6053.735840
	Iteration 88Q: 3 clusters Score -2.081697e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115155 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -20816958.000000 Penalty: 6053.735840
	Iteration 89Q: 3 clusters Score -2.081696e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115051 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -20817060.000000 Penalty: 6053.735840
	Iteration 90Q: 3 clusters Score -2.081706e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114985 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -20817128.000000 Penalty: 6053.735840
	Iteration 91Q: 3 clusters Score -2.081713e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 84923 members 
Entering Unmasked Estep 
Score: -20817230.000000 Penalty: 6053.735840
	Iteration 92Q: 3 clusters Score -2.081723e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -20817288.000000 Penalty: 6053.735840
	Iteration 93Q: 3 clusters Score -2.081729e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 85113 members 
Entering Unmasked Estep 
Score: -20817394.000000 Penalty: 6053.735840
	Iteration 94Q: 3 clusters Score -2.081739e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114602 members 
Mstep: Class 2 contains 85206 members 
Entering Unmasked Estep 
Score: -20817434.000000 Penalty: 6053.735840
	Iteration 95Q: 3 clusters Score -2.081743e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114536 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -20817466.000000 Penalty: 6053.735840
	Iteration 96Q: 3 clusters Score -2.081747e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 85354 members 
Entering Unmasked Estep 
Score: -20817508.000000 Penalty: 6053.735840
	Iteration 97Q: 3 clusters Score -2.081751e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 85412 members 
Entering Unmasked Estep 
Score: -20817672.000000 Penalty: 6053.735840
	Iteration 98Q: 3 clusters Score -2.081767e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114321 members 
Mstep: Class 2 contains 85487 members 
Entering Unmasked Estep 
Score: -20817774.000000 Penalty: 6053.735840
	Iteration 99Q: 3 clusters Score -2.081777e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114234 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -20817894.000000 Penalty: 6053.735840
	Iteration 100F: 3 clusters Score -2.081789e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 85697 members 
Entering Unmasked Estep 
Score: -20817988.000000 Penalty: 6053.735840
	Iteration 101Q: 3 clusters Score -2.081799e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113987 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -20818136.000000 Penalty: 6053.735840
	Iteration 102Q: 3 clusters Score -2.081814e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113904 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -20818342.000000 Penalty: 6053.735840
	Iteration 103Q: 3 clusters Score -2.081834e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -20818530.000000 Penalty: 6053.735840
	Iteration 104Q: 3 clusters Score -2.081853e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113689 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -20818684.000000 Penalty: 6053.735840
	Iteration 105Q: 3 clusters Score -2.081868e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113591 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -20818812.000000 Penalty: 6053.735840
	Iteration 106Q: 3 clusters Score -2.081881e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -20818956.000000 Penalty: 6053.735840
	Iteration 107Q: 3 clusters Score -2.081896e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -20819186.000000 Penalty: 6053.735840
	Iteration 108Q: 3 clusters Score -2.081919e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -20819386.000000 Penalty: 6053.735840
	Iteration 109Q: 3 clusters Score -2.081939e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 86804 members 
Entering Unmasked Estep 
Score: -20819480.000000 Penalty: 6053.735840
	Iteration 110Q: 3 clusters Score -2.081948e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112804 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -20819502.000000 Penalty: 6053.735840
	Iteration 111Q: 3 clusters Score -2.08195e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -20819688.000000 Penalty: 6053.735840
	Iteration 112Q: 3 clusters Score -2.081969e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112411 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -20819768.000000 Penalty: 6053.735840
	Iteration 113Q: 3 clusters Score -2.081977e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112212 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -20819898.000000 Penalty: 6053.735840
	Iteration 114Q: 3 clusters Score -2.08199e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -20819936.000000 Penalty: 6053.735840
	Iteration 115Q: 3 clusters Score -2.081994e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111819 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -20820008.000000 Penalty: 6053.735840
	Iteration 116Q: 3 clusters Score -2.082001e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111626 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -20820158.000000 Penalty: 6053.735840
	Iteration 117Q: 3 clusters Score -2.082016e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -20820206.000000 Penalty: 6053.735840
	Iteration 118Q: 3 clusters Score -2.082021e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111296 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -20820180.000000 Penalty: 6053.735840
	Iteration 119Q: 3 clusters Score -2.082018e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -20820314.000000 Penalty: 6053.735840
	Iteration 120F: 3 clusters Score -2.082031e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110884 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -20820428.000000 Penalty: 6053.735840
	Iteration 121Q: 3 clusters Score -2.082043e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 89145 members 
Entering Unmasked Estep 
Score: -20820454.000000 Penalty: 6053.735840
	Iteration 122Q: 3 clusters Score -2.082045e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -20820524.000000 Penalty: 6053.735840
	Iteration 123Q: 3 clusters Score -2.082052e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -20820606.000000 Penalty: 6053.735840
	Iteration 124Q: 3 clusters Score -2.082061e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 89837 members 
Entering Unmasked Estep 
Score: -20820612.000000 Penalty: 6053.735840
	Iteration 125Q: 3 clusters Score -2.082061e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109750 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -20820710.000000 Penalty: 6053.735840
	Iteration 126Q: 3 clusters Score -2.082071e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -20820730.000000 Penalty: 6053.735840
	Iteration 127Q: 3 clusters Score -2.082073e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -20820750.000000 Penalty: 6053.735840
	Iteration 128Q: 3 clusters Score -2.082075e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109084 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -20820758.000000 Penalty: 6053.735840
	Iteration 129Q: 3 clusters Score -2.082076e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108851 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -20820844.000000 Penalty: 6053.735840
	Iteration 130Q: 3 clusters Score -2.082084e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -20820846.000000 Penalty: 6053.735840
	Iteration 131Q: 3 clusters Score -2.082085e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108362 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -20820950.000000 Penalty: 6053.735840
	Iteration 132Q: 3 clusters Score -2.082095e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108081 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -20821064.000000 Penalty: 6053.735840
	Iteration 133Q: 3 clusters Score -2.082106e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107753 members 
Mstep: Class 2 contains 92055 members 
Entering Unmasked Estep 
Score: -20821066.000000 Penalty: 6053.735840
	Iteration 134Q: 3 clusters Score -2.082107e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107400 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -20821084.000000 Penalty: 6053.735840
	Iteration 135Q: 3 clusters Score -2.082108e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -20821096.000000 Penalty: 6053.735840
	Iteration 136Q: 3 clusters Score -2.08211e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -20821234.000000 Penalty: 6053.735840
	Iteration 137Q: 3 clusters Score -2.082123e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106283 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -20821348.000000 Penalty: 6053.735840
	Iteration 138Q: 3 clusters Score -2.082135e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105925 members 
Mstep: Class 2 contains 93883 members 
Entering Unmasked Estep 
Score: -20821400.000000 Penalty: 6053.735840
	Iteration 139Q: 3 clusters Score -2.08214e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -20821514.000000 Penalty: 6053.735840
	Iteration 140F: 3 clusters Score -2.082151e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -20821534.000000 Penalty: 6053.735840
	Iteration 141Q: 3 clusters Score -2.082153e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -20821510.000000 Penalty: 6053.735840
	Iteration 142Q: 3 clusters Score -2.082151e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -20821486.000000 Penalty: 6053.735840
	Iteration 143Q: 3 clusters Score -2.082149e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -20821526.000000 Penalty: 6053.735840
	Iteration 144Q: 3 clusters Score -2.082153e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -20821548.000000 Penalty: 6053.735840
	Iteration 145Q: 3 clusters Score -2.082155e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -20821622.000000 Penalty: 6053.735840
	Iteration 146Q: 3 clusters Score -2.082162e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102082 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -20821738.000000 Penalty: 6053.735840
	Iteration 147Q: 3 clusters Score -2.082174e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -20821866.000000 Penalty: 6053.735840
	Iteration 148Q: 3 clusters Score -2.082187e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -20821886.000000 Penalty: 6053.735840
	Iteration 149Q: 3 clusters Score -2.082189e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -20822012.000000 Penalty: 6053.735840
	Iteration 150Q: 3 clusters Score -2.082201e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99325 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -20822198.000000 Penalty: 6053.735840
	Iteration 151Q: 3 clusters Score -2.08222e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -20822308.000000 Penalty: 6053.735840
	Iteration 152Q: 3 clusters Score -2.082231e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 102107 members 
Entering Unmasked Estep 
Score: -20822376.000000 Penalty: 6053.735840
	Iteration 153Q: 3 clusters Score -2.082238e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -20822460.000000 Penalty: 6053.735840
	Iteration 154Q: 3 clusters Score -2.082246e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -20822642.000000 Penalty: 6053.735840
	Iteration 155Q: 3 clusters Score -2.082264e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94922 members 
Mstep: Class 2 contains 104886 members 
Entering Unmasked Estep 
Score: -20822768.000000 Penalty: 6053.735840
	Iteration 156Q: 3 clusters Score -2.082277e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -20822830.000000 Penalty: 6053.735840
	Iteration 157Q: 3 clusters Score -2.082283e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -20822946.000000 Penalty: 6053.735840
	Iteration 158Q: 3 clusters Score -2.082295e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -20823038.000000 Penalty: 6053.735840
	Iteration 159Q: 3 clusters Score -2.082304e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 108770 members 
Entering Unmasked Estep 
Score: -20823160.000000 Penalty: 6053.735840
	Iteration 160F: 3 clusters Score -2.082316e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 109713 members 
Entering Unmasked Estep 
Score: -20823302.000000 Penalty: 6053.735840
	Iteration 161Q: 3 clusters Score -2.08233e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89149 members 
Mstep: Class 2 contains 110659 members 
Entering Unmasked Estep 
Score: -20823338.000000 Penalty: 6053.735840
	Iteration 162Q: 3 clusters Score -2.082334e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88198 members 
Mstep: Class 2 contains 111610 members 
Entering Unmasked Estep 
Score: -20823456.000000 Penalty: 6053.735840
	Iteration 163Q: 3 clusters Score -2.082346e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 112531 members 
Entering Unmasked Estep 
Score: -20823658.000000 Penalty: 6053.735840
	Iteration 164Q: 3 clusters Score -2.082366e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 113461 members 
Entering Unmasked Estep 
Score: -20823666.000000 Penalty: 6053.735840
	Iteration 165Q: 3 clusters Score -2.082367e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 114362 members 
Entering Unmasked Estep 
Score: -20823686.000000 Penalty: 6053.735840
	Iteration 166Q: 3 clusters Score -2.082369e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -20823652.000000 Penalty: 6053.735840
	Iteration 167Q: 3 clusters Score -2.082365e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 116014 members 
Entering Unmasked Estep 
Score: -20823640.000000 Penalty: 6053.735840
	Iteration 168Q: 3 clusters Score -2.082364e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 116801 members 
Entering Unmasked Estep 
Score: -20823710.000000 Penalty: 6053.735840
	Iteration 169Q: 3 clusters Score -2.082371e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 117554 members 
Entering Unmasked Estep 
Score: -20823710.000000 Penalty: 6053.735840
	Iteration 170Q: 3 clusters Score -2.082371e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 118305 members 
Entering Unmasked Estep 
Score: -20823688.000000 Penalty: 6053.735840
	Iteration 171Q: 3 clusters Score -2.082369e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -20823664.000000 Penalty: 6053.735840
	Iteration 172Q: 3 clusters Score -2.082366e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 119715 members 
Entering Unmasked Estep 
Score: -20823678.000000 Penalty: 6053.735840
	Iteration 173Q: 3 clusters Score -2.082368e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 120404 members 
Entering Unmasked Estep 
Score: -20823662.000000 Penalty: 6053.735840
	Iteration 174Q: 3 clusters Score -2.082366e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78738 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -20823718.000000 Penalty: 6053.735840
	Iteration 175Q: 3 clusters Score -2.082372e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 121698 members 
Entering Unmasked Estep 
Score: -20823762.000000 Penalty: 6053.735840
	Iteration 176Q: 3 clusters Score -2.082376e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 122284 members 
Entering Unmasked Estep 
Score: -20823774.000000 Penalty: 6053.735840
	Iteration 177Q: 3 clusters Score -2.082377e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 122881 members 
Entering Unmasked Estep 
Score: -20823746.000000 Penalty: 6053.735840
	Iteration 178Q: 3 clusters Score -2.082375e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76373 members 
Mstep: Class 2 contains 123435 members 
Entering Unmasked Estep 
Score: -20823740.000000 Penalty: 6053.735840
	Iteration 179Q: 3 clusters Score -2.082374e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 123953 members 
Entering Unmasked Estep 
Score: -20823762.000000 Penalty: 6053.735840
	Iteration 180F: 3 clusters Score -2.082376e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 124460 members 
Entering Unmasked Estep 
Score: -20823712.000000 Penalty: 6053.735840
	Iteration 181Q: 3 clusters Score -2.082371e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 124962 members 
Entering Unmasked Estep 
Score: -20823728.000000 Penalty: 6053.735840
	Iteration 182Q: 3 clusters Score -2.082373e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -20823740.000000 Penalty: 6053.735840
	Iteration 183Q: 3 clusters Score -2.082374e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -20823818.000000 Penalty: 6053.735840
	Iteration 184Q: 3 clusters Score -2.082382e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -20823800.000000 Penalty: 6053.735840
	Iteration 185Q: 3 clusters Score -2.08238e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -20823842.000000 Penalty: 6053.735840
	Iteration 186Q: 3 clusters Score -2.082384e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 127496 members 
Entering Unmasked Estep 
Score: -20823778.000000 Penalty: 6053.735840
	Iteration 187Q: 3 clusters Score -2.082378e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 127945 members 
Entering Unmasked Estep 
Score: -20823714.000000 Penalty: 6053.735840
	Iteration 188Q: 3 clusters Score -2.082371e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 128356 members 
Entering Unmasked Estep 
Score: -20823670.000000 Penalty: 6053.735840
	Iteration 189Q: 3 clusters Score -2.082367e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -20823616.000000 Penalty: 6053.735840
	Iteration 190Q: 3 clusters Score -2.082362e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 129263 members 
Entering Unmasked Estep 
Score: -20823598.000000 Penalty: 6053.735840
	Iteration 191Q: 3 clusters Score -2.08236e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -20823548.000000 Penalty: 6053.735840
	Iteration 192Q: 3 clusters Score -2.082355e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -20823572.000000 Penalty: 6053.735840
	Iteration 193Q: 3 clusters Score -2.082357e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 130505 members 
Entering Unmasked Estep 
Score: -20823540.000000 Penalty: 6053.735840
	Iteration 194Q: 3 clusters Score -2.082354e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -20823536.000000 Penalty: 6053.735840
	Iteration 195Q: 3 clusters Score -2.082354e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 131359 members 
Entering Unmasked Estep 
Score: -20823510.000000 Penalty: 6053.735840
	Iteration 196Q: 3 clusters Score -2.082351e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 131788 members 
Entering Unmasked Estep 
Score: -20823550.000000 Penalty: 6053.735840
	Iteration 197Q: 3 clusters Score -2.082355e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 132187 members 
Entering Unmasked Estep 
Score: -20823524.000000 Penalty: 6053.735840
	Iteration 198Q: 3 clusters Score -2.082352e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67220 members 
Mstep: Class 2 contains 132588 members 
Entering Unmasked Estep 
Score: -20823516.000000 Penalty: 6053.735840
	Iteration 199Q: 3 clusters Score -2.082352e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 133011 members 
Entering Unmasked Estep 
Score: -20823550.000000 Penalty: 6053.735840
	Iteration 200F: 3 clusters Score -2.082355e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 133417 members 
Entering Unmasked Estep 
Score: -20823532.000000 Penalty: 6053.735840
	Iteration 201Q: 3 clusters Score -2.082353e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 133793 members 
Entering Unmasked Estep 
Score: -20823530.000000 Penalty: 6053.735840
	Iteration 202Q: 3 clusters Score -2.082353e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 134167 members 
Entering Unmasked Estep 
Score: -20823580.000000 Penalty: 6053.735840
	Iteration 203Q: 3 clusters Score -2.082358e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 134521 members 
Entering Unmasked Estep 
Score: -20823626.000000 Penalty: 6053.735840
	Iteration 204Q: 3 clusters Score -2.082363e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 134858 members 
Entering Unmasked Estep 
Score: -20823724.000000 Penalty: 6053.735840
	Iteration 205Q: 3 clusters Score -2.082372e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 135239 members 
Entering Unmasked Estep 
Score: -20823684.000000 Penalty: 6053.735840
	Iteration 206Q: 3 clusters Score -2.082368e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 135631 members 
Entering Unmasked Estep 
Score: -20823704.000000 Penalty: 6053.735840
	Iteration 207Q: 3 clusters Score -2.08237e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 136004 members 
Entering Unmasked Estep 
Score: -20823720.000000 Penalty: 6053.735840
	Iteration 208Q: 3 clusters Score -2.082372e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 136390 members 
Entering Unmasked Estep 
Score: -20823710.000000 Penalty: 6053.735840
	Iteration 209Q: 3 clusters Score -2.082371e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 136768 members 
Entering Unmasked Estep 
Score: -20823724.000000 Penalty: 6053.735840
	Iteration 210Q: 3 clusters Score -2.082372e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62638 members 
Mstep: Class 2 contains 137170 members 
Entering Unmasked Estep 
Score: -20823724.000000 Penalty: 6053.735840
	Iteration 211Q: 3 clusters Score -2.082372e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 137568 members 
Entering Unmasked Estep 
Score: -20823786.000000 Penalty: 6053.735840
	Iteration 212Q: 3 clusters Score -2.082379e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -20823838.000000 Penalty: 6053.735840
	Iteration 213Q: 3 clusters Score -2.082384e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 138413 members 
Entering Unmasked Estep 
Score: -20823868.000000 Penalty: 6053.735840
	Iteration 214Q: 3 clusters Score -2.082387e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 138885 members 
Entering Unmasked Estep 
Score: -20823950.000000 Penalty: 6053.735840
	Iteration 215Q: 3 clusters Score -2.082395e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 139375 members 
Entering Unmasked Estep 
Score: -20823954.000000 Penalty: 6053.735840
	Iteration 216Q: 3 clusters Score -2.082395e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 139881 members 
Entering Unmasked Estep 
Score: -20824036.000000 Penalty: 6053.735840
	Iteration 217Q: 3 clusters Score -2.082404e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 140414 members 
Entering Unmasked Estep 
Score: -20824146.000000 Penalty: 6053.735840
	Iteration 218Q: 3 clusters Score -2.082415e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -20824134.000000 Penalty: 6053.735840
	Iteration 219Q: 3 clusters Score -2.082413e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 141489 members 
Entering Unmasked Estep 
Score: -20824132.000000 Penalty: 6053.735840
	Iteration 220F: 3 clusters Score -2.082413e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 142045 members 
Entering Unmasked Estep 
Score: -20824176.000000 Penalty: 6053.735840
	Iteration 221Q: 3 clusters Score -2.082418e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 142644 members 
Entering Unmasked Estep 
Score: -20824202.000000 Penalty: 6053.735840
	Iteration 222Q: 3 clusters Score -2.08242e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 143252 members 
Entering Unmasked Estep 
Score: -20824150.000000 Penalty: 6053.735840
	Iteration 223Q: 3 clusters Score -2.082415e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 143877 members 
Entering Unmasked Estep 
Score: -20824072.000000 Penalty: 6053.735840
	Iteration 224Q: 3 clusters Score -2.082407e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 144444 members 
Entering Unmasked Estep 
Score: -20824172.000000 Penalty: 6053.735840
	Iteration 225Q: 3 clusters Score -2.082417e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 145013 members 
Entering Unmasked Estep 
Score: -20824046.000000 Penalty: 6053.735840
	Iteration 226Q: 3 clusters Score -2.082405e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Mstep: Class 2 contains 145535 members 
Entering Unmasked Estep 
Score: -20824062.000000 Penalty: 6053.735840
	Iteration 227Q: 3 clusters Score -2.082406e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 146041 members 
Entering Unmasked Estep 
Score: -20824024.000000 Penalty: 6053.735840
	Iteration 228Q: 3 clusters Score -2.082402e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 146523 members 
Entering Unmasked Estep 
Score: -20824018.000000 Penalty: 6053.735840
	Iteration 229Q: 3 clusters Score -2.082402e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 147013 members 
Entering Unmasked Estep 
Score: -20824010.000000 Penalty: 6053.735840
	Iteration 230Q: 3 clusters Score -2.082401e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 147520 members 
Entering Unmasked Estep 
Score: -20824102.000000 Penalty: 6053.735840
	Iteration 231Q: 3 clusters Score -2.08241e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -20824018.000000 Penalty: 6053.735840
	Iteration 232Q: 3 clusters Score -2.082402e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 148440 members 
Entering Unmasked Estep 
Score: -20824052.000000 Penalty: 6053.735840
	Iteration 233Q: 3 clusters Score -2.082405e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 148863 members 
Entering Unmasked Estep 
Score: -20824060.000000 Penalty: 6053.735840
	Iteration 234Q: 3 clusters Score -2.082406e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 149289 members 
Entering Unmasked Estep 
Score: -20823972.000000 Penalty: 6053.735840
	Iteration 235Q: 3 clusters Score -2.082397e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 149728 members 
Entering Unmasked Estep 
Score: -20824032.000000 Penalty: 6053.735840
	Iteration 236Q: 3 clusters Score -2.082403e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -20824080.000000 Penalty: 6053.735840
	Iteration 237Q: 3 clusters Score -2.082408e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 150651 members 
Entering Unmasked Estep 
Score: -20824108.000000 Penalty: 6053.735840
	Iteration 238Q: 3 clusters Score -2.082411e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 151115 members 
Entering Unmasked Estep 
Score: -20824172.000000 Penalty: 6053.735840
	Iteration 239Q: 3 clusters Score -2.082417e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 151554 members 
Entering Unmasked Estep 
Score: -20824228.000000 Penalty: 6053.735840
	Iteration 240F: 3 clusters Score -2.082423e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 152008 members 
Entering Unmasked Estep 
Score: -20824278.000000 Penalty: 6053.735840
	Iteration 241Q: 3 clusters Score -2.082428e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -20824272.000000 Penalty: 6053.735840
	Iteration 242Q: 3 clusters Score -2.082427e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -20824298.000000 Penalty: 6053.735840
	Iteration 243Q: 3 clusters Score -2.08243e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 153379 members 
Entering Unmasked Estep 
Score: -20824340.000000 Penalty: 6053.735840
	Iteration 244Q: 3 clusters Score -2.082434e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 153894 members 
Entering Unmasked Estep 
Score: -20824418.000000 Penalty: 6053.735840
	Iteration 245Q: 3 clusters Score -2.082442e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 154417 members 
Entering Unmasked Estep 
Score: -20824540.000000 Penalty: 6053.735840
	Iteration 246Q: 3 clusters Score -2.082454e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 154937 members 
Entering Unmasked Estep 
Score: -20824602.000000 Penalty: 6053.735840
	Iteration 247Q: 3 clusters Score -2.08246e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -20824738.000000 Penalty: 6053.735840
	Iteration 248Q: 3 clusters Score -2.082474e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 156044 members 
Entering Unmasked Estep 
Score: -20824832.000000 Penalty: 6053.735840
	Iteration 249Q: 3 clusters Score -2.082483e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 156651 members 
Entering Unmasked Estep 
Score: -20824944.000000 Penalty: 6053.735840
	Iteration 250Q: 3 clusters Score -2.082494e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 157250 members 
Entering Unmasked Estep 
Score: -20824990.000000 Penalty: 6053.735840
	Iteration 251Q: 3 clusters Score -2.082499e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 157866 members 
Entering Unmasked Estep 
Score: -20825134.000000 Penalty: 6053.735840
	Iteration 252Q: 3 clusters Score -2.082513e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -20825224.000000 Penalty: 6053.735840
	Iteration 253Q: 3 clusters Score -2.082522e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -20825382.000000 Penalty: 6053.735840
	Iteration 254Q: 3 clusters Score -2.082538e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -20825410.000000 Penalty: 6053.735840
	Iteration 255Q: 3 clusters Score -2.082541e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 160716 members 
Entering Unmasked Estep 
Score: -20825612.000000 Penalty: 6053.735840
	Iteration 256Q: 3 clusters Score -2.082561e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 161536 members 
Entering Unmasked Estep 
Score: -20825750.000000 Penalty: 6053.735840
	Iteration 257Q: 3 clusters Score -2.082575e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -20825970.000000 Penalty: 6053.735840
	Iteration 258Q: 3 clusters Score -2.082597e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -20826136.000000 Penalty: 6053.735840
	Iteration 259Q: 3 clusters Score -2.082614e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -20826304.000000 Penalty: 6053.735840
	Iteration 260F: 3 clusters Score -2.08263e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 165069 members 
Entering Unmasked Estep 
Score: -20826676.000000 Penalty: 6053.735840
	Iteration 261Q: 3 clusters Score -2.082668e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 166038 members 
Entering Unmasked Estep 
Score: -20826830.000000 Penalty: 6053.735840
	Iteration 262Q: 3 clusters Score -2.082683e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 167082 members 
Entering Unmasked Estep 
Score: -20827074.000000 Penalty: 6053.735840
	Iteration 263Q: 3 clusters Score -2.082707e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 168158 members 
Entering Unmasked Estep 
Score: -20827160.000000 Penalty: 6053.735840
	Iteration 264Q: 3 clusters Score -2.082716e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -20827460.000000 Penalty: 6053.735840
	Iteration 265Q: 3 clusters Score -2.082746e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 170286 members 
Entering Unmasked Estep 
Score: -20827612.000000 Penalty: 6053.735840
	Iteration 266Q: 3 clusters Score -2.082761e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 171355 members 
Entering Unmasked Estep 
Score: -20827838.000000 Penalty: 6053.735840
	Iteration 267Q: 3 clusters Score -2.082784e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 172401 members 
Entering Unmasked Estep 
Score: -20827894.000000 Penalty: 6053.735840
	Iteration 268Q: 3 clusters Score -2.082789e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 173450 members 
Entering Unmasked Estep 
Score: -20828060.000000 Penalty: 6053.735840
	Iteration 269Q: 3 clusters Score -2.082806e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 174478 members 
Entering Unmasked Estep 
Score: -20828154.000000 Penalty: 6053.735840
	Iteration 270Q: 3 clusters Score -2.082815e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 175506 members 
Entering Unmasked Estep 
Score: -20828300.000000 Penalty: 6053.735840
	Iteration 271Q: 3 clusters Score -2.08283e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 176520 members 
Entering Unmasked Estep 
Score: -20828386.000000 Penalty: 6053.735840
	Iteration 272Q: 3 clusters Score -2.082839e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 177511 members 
Entering Unmasked Estep 
Score: -20828604.000000 Penalty: 6053.735840
	Iteration 273Q: 3 clusters Score -2.08286e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 178476 members 
Entering Unmasked Estep 
Score: -20828892.000000 Penalty: 6053.735840
	Iteration 274Q: 3 clusters Score -2.082889e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 179478 members 
Entering Unmasked Estep 
Score: -20829062.000000 Penalty: 6053.735840
	Iteration 275Q: 3 clusters Score -2.082906e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 180464 members 
Entering Unmasked Estep 
Score: -20829336.000000 Penalty: 6053.735840
	Iteration 276Q: 3 clusters Score -2.082934e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 181484 members 
Entering Unmasked Estep 
Score: -20829606.000000 Penalty: 6053.735840
	Iteration 277Q: 3 clusters Score -2.082961e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 182439 members 
Entering Unmasked Estep 
Score: -20829880.000000 Penalty: 6053.735840
	Iteration 278Q: 3 clusters Score -2.082988e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 183376 members 
Entering Unmasked Estep 
Score: -20830100.000000 Penalty: 6053.735840
	Iteration 279Q: 3 clusters Score -2.08301e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 184282 members 
Entering Unmasked Estep 
Score: -20830352.000000 Penalty: 6053.735840
	Iteration 280F: 3 clusters Score -2.083035e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 185185 members 
Entering Unmasked Estep 
Score: -20830646.000000 Penalty: 6053.735840
	Iteration 281Q: 3 clusters Score -2.083065e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 186065 members 
Entering Unmasked Estep 
Score: -20831032.000000 Penalty: 6053.735840
	Iteration 282Q: 3 clusters Score -2.083103e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 186926 members 
Entering Unmasked Estep 
Score: -20831326.000000 Penalty: 6053.735840
	Iteration 283Q: 3 clusters Score -2.083133e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 187716 members 
Entering Unmasked Estep 
Score: -20831494.000000 Penalty: 6053.735840
	Iteration 284Q: 3 clusters Score -2.083149e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 188435 members 
Entering Unmasked Estep 
Score: -20831694.000000 Penalty: 6053.735840
	Iteration 285Q: 3 clusters Score -2.083169e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 189134 members 
Entering Unmasked Estep 
Score: -20831938.000000 Penalty: 6053.735840
	Iteration 286Q: 3 clusters Score -2.083194e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 189785 members 
Entering Unmasked Estep 
Score: -20832154.000000 Penalty: 6053.735840
	Iteration 287Q: 3 clusters Score -2.083215e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 190409 members 
Entering Unmasked Estep 
Score: -20832336.000000 Penalty: 6053.735840
	Iteration 288Q: 3 clusters Score -2.083234e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 191021 members 
Entering Unmasked Estep 
Score: -20832640.000000 Penalty: 6053.735840
	Iteration 289Q: 3 clusters Score -2.083264e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 191617 members 
Entering Unmasked Estep 
Score: -20832830.000000 Penalty: 6053.735840
	Iteration 290Q: 3 clusters Score -2.083283e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 192148 members 
Entering Unmasked Estep 
Score: -20833050.000000 Penalty: 6053.735840
	Iteration 291Q: 3 clusters Score -2.083305e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 192600 members 
Entering Unmasked Estep 
Score: -20833198.000000 Penalty: 6053.735840
	Iteration 292Q: 3 clusters Score -2.08332e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 192996 members 
Entering Unmasked Estep 
Score: -20833350.000000 Penalty: 6053.735840
	Iteration 293Q: 3 clusters Score -2.083335e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 193379 members 
Entering Unmasked Estep 
Score: -20833516.000000 Penalty: 6053.735840
	Iteration 294Q: 3 clusters Score -2.083352e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 193741 members 
Entering Unmasked Estep 
Score: -20833658.000000 Penalty: 6053.735840
	Iteration 295Q: 3 clusters Score -2.083366e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 194084 members 
Entering Unmasked Estep 
Score: -20833780.000000 Penalty: 6053.735840
	Iteration 296Q: 3 clusters Score -2.083378e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 194407 members 
Entering Unmasked Estep 
Score: -20833938.000000 Penalty: 6053.735840
	Iteration 297Q: 3 clusters Score -2.083394e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 194712 members 
Entering Unmasked Estep 
Score: -20834086.000000 Penalty: 6053.735840
	Iteration 298Q: 3 clusters Score -2.083409e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 194997 members 
Entering Unmasked Estep 
Score: -20834214.000000 Penalty: 6053.735840
	Iteration 299Q: 3 clusters Score -2.083421e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 195254 members 
Entering Unmasked Estep 
Score: -20834246.000000 Penalty: 6053.735840
	Iteration 300F: 3 clusters Score -2.083425e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 195480 members 
Entering Unmasked Estep 
Score: -20834428.000000 Penalty: 6053.735840
	Iteration 301Q: 3 clusters Score -2.083443e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 195717 members 
Entering Unmasked Estep 
Score: -20834536.000000 Penalty: 6053.735840
	Iteration 302Q: 3 clusters Score -2.083454e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 195928 members 
Entering Unmasked Estep 
Score: -20834614.000000 Penalty: 6053.735840
	Iteration 303Q: 3 clusters Score -2.083461e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 196121 members 
Entering Unmasked Estep 
Score: -20834680.000000 Penalty: 6053.735840
	Iteration 304Q: 3 clusters Score -2.083468e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 196319 members 
Entering Unmasked Estep 
Score: -20834800.000000 Penalty: 6053.735840
	Iteration 305Q: 3 clusters Score -2.08348e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 196484 members 
Entering Unmasked Estep 
Score: -20834836.000000 Penalty: 6053.735840
	Iteration 306Q: 3 clusters Score -2.083484e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 196640 members 
Entering Unmasked Estep 
Score: -20834880.000000 Penalty: 6053.735840
	Iteration 307Q: 3 clusters Score -2.083488e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 196773 members 
Entering Unmasked Estep 
Score: -20834948.000000 Penalty: 6053.735840
	Iteration 308Q: 3 clusters Score -2.083495e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 196887 members 
Entering Unmasked Estep 
Score: -20834994.000000 Penalty: 6053.735840
	Iteration 309Q: 3 clusters Score -2.083499e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 196991 members 
Entering Unmasked Estep 
Score: -20835022.000000 Penalty: 6053.735840
	Iteration 310Q: 3 clusters Score -2.083502e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 197071 members 
Entering Unmasked Estep 
Score: -20835036.000000 Penalty: 6053.735840
	Iteration 311Q: 3 clusters Score -2.083504e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 197156 members 
Entering Unmasked Estep 
Score: -20835116.000000 Penalty: 6053.735840
	Iteration 312Q: 3 clusters Score -2.083512e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 197226 members 
Entering Unmasked Estep 
Score: -20835156.000000 Penalty: 6053.735840
	Iteration 313Q: 3 clusters Score -2.083516e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 197281 members 
Entering Unmasked Estep 
Score: -20835168.000000 Penalty: 6053.735840
	Iteration 314Q: 3 clusters Score -2.083517e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 197318 members 
Entering Unmasked Estep 
Score: -20835208.000000 Penalty: 6053.735840
	Iteration 315Q: 3 clusters Score -2.083521e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 197361 members 
Entering Unmasked Estep 
Score: -20835236.000000 Penalty: 6053.735840
	Iteration 316Q: 3 clusters Score -2.083524e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 197398 members 
Entering Unmasked Estep 
Score: -20835232.000000 Penalty: 6053.735840
	Iteration 317Q: 3 clusters Score -2.083523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 197440 members 
Entering Unmasked Estep 
Score: -20835274.000000 Penalty: 6053.735840
	Iteration 318Q: 3 clusters Score -2.083527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 197481 members 
Entering Unmasked Estep 
Score: -20835326.000000 Penalty: 6053.735840
	Iteration 319Q: 3 clusters Score -2.083533e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 197517 members 
Entering Unmasked Estep 
Score: -20835322.000000 Penalty: 6053.735840
	Iteration 320F: 3 clusters Score -2.083532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 197552 members 
Entering Unmasked Estep 
Score: -20835332.000000 Penalty: 6053.735840
	Iteration 321Q: 3 clusters Score -2.083533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 197589 members 
Entering Unmasked Estep 
Score: -20835326.000000 Penalty: 6053.735840
	Iteration 322Q: 3 clusters Score -2.083533e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 197622 members 
Entering Unmasked Estep 
Score: -20835348.000000 Penalty: 6053.735840
	Iteration 323Q: 3 clusters Score -2.083535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 197650 members 
Entering Unmasked Estep 
Score: -20835402.000000 Penalty: 6053.735840
	Iteration 324Q: 3 clusters Score -2.08354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 197669 members 
Entering Unmasked Estep 
Score: -20835416.000000 Penalty: 6053.735840
	Iteration 325Q: 3 clusters Score -2.083542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 197682 members 
Entering Unmasked Estep 
Score: -20835416.000000 Penalty: 6053.735840
	Iteration 326Q: 3 clusters Score -2.083542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 197695 members 
Entering Unmasked Estep 
Score: -20835406.000000 Penalty: 6053.735840
	Iteration 327Q: 3 clusters Score -2.083541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 197716 members 
Entering Unmasked Estep 
Score: -20835422.000000 Penalty: 6053.735840
	Iteration 328Q: 3 clusters Score -2.083542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 197737 members 
Entering Unmasked Estep 
Score: -20835436.000000 Penalty: 6053.735840
	Iteration 329Q: 3 clusters Score -2.083544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 197757 members 
Entering Unmasked Estep 
Score: -20835452.000000 Penalty: 6053.735840
	Iteration 330Q: 3 clusters Score -2.083545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 197768 members 
Entering Unmasked Estep 
Score: -20835462.000000 Penalty: 6053.735840
	Iteration 331Q: 3 clusters Score -2.083546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 197780 members 
Entering Unmasked Estep 
Score: -20835444.000000 Penalty: 6053.735840
	Iteration 332Q: 3 clusters Score -2.083544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 197790 members 
Entering Unmasked Estep 
Score: -20835446.000000 Penalty: 6053.735840
	Iteration 333Q: 3 clusters Score -2.083545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 197801 members 
Entering Unmasked Estep 
Score: -20835456.000000 Penalty: 6053.735840
	Iteration 334Q: 3 clusters Score -2.083546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 197811 members 
Entering Unmasked Estep 
Score: -20835466.000000 Penalty: 6053.735840
	Iteration 335Q: 3 clusters Score -2.083547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 197832 members 
Entering Unmasked Estep 
Score: -20835488.000000 Penalty: 6053.735840
	Iteration 336Q: 3 clusters Score -2.083549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 197844 members 
Entering Unmasked Estep 
Score: -20835500.000000 Penalty: 6053.735840
	Iteration 337Q: 3 clusters Score -2.08355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 197864 members 
Entering Unmasked Estep 
Score: -20835478.000000 Penalty: 6053.735840
	Iteration 338Q: 3 clusters Score -2.083548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 197880 members 
Entering Unmasked Estep 
Score: -20835474.000000 Penalty: 6053.735840
	Iteration 339Q: 3 clusters Score -2.083547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 197893 members 
Entering Unmasked Estep 
Score: -20835478.000000 Penalty: 6053.735840
	Iteration 340F: 3 clusters Score -2.083548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 197902 members 
Entering Unmasked Estep 
Score: -20835484.000000 Penalty: 6053.735840
	Iteration 341Q: 3 clusters Score -2.083548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 197914 members 
Entering Unmasked Estep 
Score: -20835472.000000 Penalty: 6053.735840
	Iteration 342Q: 3 clusters Score -2.083547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 197935 members 
Entering Unmasked Estep 
Score: -20835512.000000 Penalty: 6053.735840
	Iteration 343Q: 3 clusters Score -2.083551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 197958 members 
Entering Unmasked Estep 
Score: -20835516.000000 Penalty: 6053.735840
	Iteration 344Q: 3 clusters Score -2.083552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 197975 members 
Entering Unmasked Estep 
Score: -20835512.000000 Penalty: 6053.735840
	Iteration 345Q: 3 clusters Score -2.083551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 197987 members 
Entering Unmasked Estep 
Score: -20835510.000000 Penalty: 6053.735840
	Iteration 346Q: 3 clusters Score -2.083551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 197995 members 
Entering Unmasked Estep 
Score: -20835500.000000 Penalty: 6053.735840
	Iteration 347Q: 3 clusters Score -2.08355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 198004 members 
Entering Unmasked Estep 
Score: -20835506.000000 Penalty: 6053.735840
	Iteration 348Q: 3 clusters Score -2.083551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 198008 members 
Entering Unmasked Estep 
Score: -20835496.000000 Penalty: 6053.735840
	Iteration 349Q: 3 clusters Score -2.08355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 198017 members 
Entering Unmasked Estep 
Score: -20835488.000000 Penalty: 6053.735840
	Iteration 350Q: 3 clusters Score -2.083549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 198022 members 
Entering Unmasked Estep 
Score: -20835502.000000 Penalty: 6053.735840
	Iteration 351Q: 3 clusters Score -2.08355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 198030 members 
Entering Unmasked Estep 
Score: -20835504.000000 Penalty: 6053.735840
	Iteration 352Q: 3 clusters Score -2.08355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 198045 members 
Entering Unmasked Estep 
Score: -20835486.000000 Penalty: 6053.735840
	Iteration 353Q: 3 clusters Score -2.083549e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 198054 members 
Entering Unmasked Estep 
Score: -20835488.000000 Penalty: 6053.735840
	Iteration 354Q: 3 clusters Score -2.083549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 198066 members 
Entering Unmasked Estep 
Score: -20835492.000000 Penalty: 6053.735840
	Iteration 355Q: 3 clusters Score -2.083549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 198066 members 
Entering Unmasked Estep 
Score: -20835490.000000 Penalty: 6053.735840
	Iteration 356Q: 3 clusters Score -2.083549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 198069 members 
Entering Unmasked Estep 
Score: -20835480.000000 Penalty: 6053.735840
	Iteration 357Q: 3 clusters Score -2.083548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 198070 members 
Entering Unmasked Estep 
Score: -20835474.000000 Penalty: 6053.735840
	Iteration 358Q: 3 clusters Score -2.083547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 198070 members 
Entering Unmasked Estep 
Score: -20835474.000000 Penalty: 6053.735840
	Iteration 359F: 3 clusters Score -2.083547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Entering Unmasked Estep 
Score: -3695397.250000 Penalty: 2594.182617
	Iteration 0F: 2 clusters Score -3695397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3671708.500000 Penalty: 5188.365234
	Iteration 0F: 3 clusters Score -3671708 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3680375.000000 Penalty: 5188.365234
	Iteration 1F: 3 clusters Score -3680375 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3681319.500000 Penalty: 5188.365234
	Iteration 2F: 3 clusters Score -3681320 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -3682399.250000 Penalty: 5188.365234
	Iteration 3F: 3 clusters Score -3682399 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3683738.750000 Penalty: 5188.365234
	Iteration 4F: 3 clusters Score -3683739 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -3685442.750000 Penalty: 5188.365234
	Iteration 5F: 3 clusters Score -3685443 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3687731.500000 Penalty: 5188.365234
	Iteration 6F: 3 clusters Score -3687732 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3690065.750000 Penalty: 5188.365234
	Iteration 7F: 3 clusters Score -3690066 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3691822.500000 Penalty: 5188.365234
	Iteration 8F: 3 clusters Score -3691822 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3692597.750000 Penalty: 5188.365234
	Iteration 9Q: 3 clusters Score -3692598 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3692932.000000 Penalty: 5188.365234
	Iteration 10Q: 3 clusters Score -3692932 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3693114.250000 Penalty: 5188.365234
	Iteration 11Q: 3 clusters Score -3693114 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3693240.500000 Penalty: 5188.365234
	Iteration 12Q: 3 clusters Score -3693240 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3693328.500000 Penalty: 5188.365234
	Iteration 13Q: 3 clusters Score -3693328 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3693392.250000 Penalty: 5188.365234
	Iteration 14Q: 3 clusters Score -3693392 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3693462.250000 Penalty: 5188.365234
	Iteration 15Q: 3 clusters Score -3693462 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3693531.750000 Penalty: 5188.365234
	Iteration 16Q: 3 clusters Score -3693532 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3693556.500000 Penalty: 5188.365234
	Iteration 17Q: 3 clusters Score -3693556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -3693594.500000 Penalty: 5188.365234
	Iteration 18Q: 3 clusters Score -3693594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3693625.500000 Penalty: 5188.365234
	Iteration 19Q: 3 clusters Score -3693626 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3693659.750000 Penalty: 5188.365234
	Iteration 20F: 3 clusters Score -3693660 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -3693690.750000 Penalty: 5188.365234
	Iteration 21Q: 3 clusters Score -3693691 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3693722.750000 Penalty: 5188.365234
	Iteration 22Q: 3 clusters Score -3693723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -3693763.750000 Penalty: 5188.365234
	Iteration 23Q: 3 clusters Score -3693764 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -3693800.500000 Penalty: 5188.365234
	Iteration 24Q: 3 clusters Score -3693800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3693828.750000 Penalty: 5188.365234
	Iteration 25Q: 3 clusters Score -3693829 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3693858.750000 Penalty: 5188.365234
	Iteration 26Q: 3 clusters Score -3693859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3693873.500000 Penalty: 5188.365234
	Iteration 27Q: 3 clusters Score -3693874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3693881.750000 Penalty: 5188.365234
	Iteration 28Q: 3 clusters Score -3693882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3693915.250000 Penalty: 5188.365234
	Iteration 29Q: 3 clusters Score -3693915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3693927.500000 Penalty: 5188.365234
	Iteration 30Q: 3 clusters Score -3693928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3693944.750000 Penalty: 5188.365234
	Iteration 31Q: 3 clusters Score -3693945 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3693955.250000 Penalty: 5188.365234
	Iteration 32Q: 3 clusters Score -3693955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -3693975.000000 Penalty: 5188.365234
	Iteration 33Q: 3 clusters Score -3693975 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3693984.250000 Penalty: 5188.365234
	Iteration 34Q: 3 clusters Score -3693984 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3694004.000000 Penalty: 5188.365234
	Iteration 35Q: 3 clusters Score -3694004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -3694010.250000 Penalty: 5188.365234
	Iteration 36Q: 3 clusters Score -3694010 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -3694015.250000 Penalty: 5188.365234
	Iteration 37Q: 3 clusters Score -3694015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -3694031.750000 Penalty: 5188.365234
	Iteration 38Q: 3 clusters Score -3694032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3694039.000000 Penalty: 5188.365234
	Iteration 39Q: 3 clusters Score -3694039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -3694049.000000 Penalty: 5188.365234
	Iteration 40F: 3 clusters Score -3694049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -3694060.750000 Penalty: 5188.365234
	Iteration 41Q: 3 clusters Score -3694061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3694074.750000 Penalty: 5188.365234
	Iteration 42Q: 3 clusters Score -3694075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3694082.750000 Penalty: 5188.365234
	Iteration 43Q: 3 clusters Score -3694083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3694079.500000 Penalty: 5188.365234
	Iteration 44Q: 3 clusters Score -3694080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -3694089.500000 Penalty: 5188.365234
	Iteration 45Q: 3 clusters Score -3694090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3694098.500000 Penalty: 5188.365234
	Iteration 46Q: 3 clusters Score -3694098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3694099.250000 Penalty: 5188.365234
	Iteration 47Q: 3 clusters Score -3694099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -3694099.500000 Penalty: 5188.365234
	Iteration 48Q: 3 clusters Score -3694100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -3694096.750000 Penalty: 5188.365234
	Iteration 49Q: 3 clusters Score -3694097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3694094.000000 Penalty: 5188.365234
	Iteration 50Q: 3 clusters Score -3694094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3694099.250000 Penalty: 5188.365234
	Iteration 51Q: 3 clusters Score -3694099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3694110.250000 Penalty: 5188.365234
	Iteration 52Q: 3 clusters Score -3694110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -3694103.500000 Penalty: 5188.365234
	Iteration 53Q: 3 clusters Score -3694104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -3694111.750000 Penalty: 5188.365234
	Iteration 54Q: 3 clusters Score -3694112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -3694107.250000 Penalty: 5188.365234
	Iteration 55Q: 3 clusters Score -3694107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -3694114.750000 Penalty: 5188.365234
	Iteration 56Q: 3 clusters Score -3694115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -3694108.000000 Penalty: 5188.365234
	Iteration 57Q: 3 clusters Score -3694108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -3694112.500000 Penalty: 5188.365234
	Iteration 58Q: 3 clusters Score -3694112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3694109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3694107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3694109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3694108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3694108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3694110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -3694111.250000 Penalty: 5188.365234
	Iteration 65Q: 3 clusters Score -3694111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3694115.000000 Penalty: 5188.365234
	Iteration 66Q: 3 clusters Score -3694115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3694116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3694125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3694127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3694126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3694129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -3694131.000000 Penalty: 5188.365234
	Iteration 72Q: 3 clusters Score -3694131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3694130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3694128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3694129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -3694124.000000 Penalty: 5188.365234
	Iteration 76Q: 3 clusters Score -3694124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3694126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -3694122.500000 Penalty: 5188.365234
	Iteration 78Q: 3 clusters Score -3694122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3694122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3694122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 225408 members 
Mstep: Class 3 contains 50990 members 
Mstep: Class 4 contains 12702 members 
Mstep: Class 7 contains 39377 members 
Mstep: Class 8 contains 15355 members 
Mstep: Class 9 contains 5296 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 15 contains 33624 members 
Mstep: Class 16 contains 39749 members 
Mstep: Class 17 contains 21989 members 
Mstep: Class 18 contains 199808 members 
Mstep: Class 20 contains 34906 members 
Entering Unmasked Estep 
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Iteration 39Q: 14 clusters Score -7.006174e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 225825 members 
Mstep: Class 2 contains 835 members 
Mstep: Class 3 contains 51448 members 
Mstep: Class 4 contains 12613 members 
Mstep: Class 7 contains 38972 members 
Mstep: Class 8 contains 15282 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 33994 members 
Mstep: Class 16 contains 39588 members 
Mstep: Class 17 contains 21990 members 
Mstep: Class 18 contains 199928 members 
Mstep: Class 20 contains 34182 members 
Entering Unmasked Estep 
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Iteration 40F: 14 clusters Score -7.006206e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226155 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 51898 members 
Mstep: Class 4 contains 12488 members 
Mstep: Class 7 contains 38581 members 
Mstep: Class 8 contains 15236 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 34367 members 
Mstep: Class 16 contains 39459 members 
Mstep: Class 17 contains 21986 members 
Mstep: Class 18 contains 200045 members 
Mstep: Class 20 contains 33517 members 
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Iteration 41Q: 14 clusters Score -7.006217e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226422 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 52315 members 
Mstep: Class 4 contains 12346 members 
Mstep: Class 7 contains 38241 members 
Mstep: Class 8 contains 15192 members 
Mstep: Class 9 contains 5527 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 34751 members 
Mstep: Class 16 contains 39376 members 
Mstep: Class 17 contains 21998 members 
Mstep: Class 18 contains 200081 members 
Mstep: Class 20 contains 32931 members 
Entering Unmasked Estep 
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Iteration 42Q: 14 clusters Score -7.006233e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226556 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 52705 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 7 contains 37944 members 
Mstep: Class 8 contains 15166 members 
Mstep: Class 9 contains 5612 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 35146 members 
Mstep: Class 16 contains 39269 members 
Mstep: Class 17 contains 22013 members 
Mstep: Class 18 contains 200193 members 
Mstep: Class 20 contains 32376 members 
Entering Unmasked Estep 
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Iteration 43Q: 14 clusters Score -7.00625e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226666 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 53111 members 
Mstep: Class 4 contains 12053 members 
Mstep: Class 7 contains 37683 members 
Mstep: Class 8 contains 15139 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 35512 members 
Mstep: Class 16 contains 39160 members 
Mstep: Class 17 contains 22013 members 
Mstep: Class 18 contains 200272 members 
Mstep: Class 20 contains 31872 members 
Entering Unmasked Estep 
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Iteration 44Q: 14 clusters Score -7.00625e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226747 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 53483 members 
Mstep: Class 4 contains 11910 members 
Mstep: Class 7 contains 37479 members 
Mstep: Class 8 contains 15110 members 
Mstep: Class 9 contains 5773 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 35876 members 
Mstep: Class 16 contains 39043 members 
Mstep: Class 17 contains 22020 members 
Mstep: Class 18 contains 200279 members 
Mstep: Class 20 contains 31459 members 
Entering Unmasked Estep 
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Iteration 45Q: 14 clusters Score -7.00626e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226844 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 53880 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 7 contains 37300 members 
Mstep: Class 8 contains 15091 members 
Mstep: Class 9 contains 5833 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 36173 members 
Mstep: Class 16 contains 38906 members 
Mstep: Class 17 contains 22026 members 
Mstep: Class 18 contains 200283 members 
Mstep: Class 20 contains 31061 members 
Entering Unmasked Estep 
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Iteration 46Q: 14 clusters Score -7.006262e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226925 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 54266 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 7 contains 37136 members 
Mstep: Class 8 contains 15075 members 
Mstep: Class 9 contains 5885 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 36437 members 
Mstep: Class 16 contains 38773 members 
Mstep: Class 17 contains 22022 members 
Mstep: Class 18 contains 200267 members 
Mstep: Class 20 contains 30733 members 
Entering Unmasked Estep 
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Iteration 47Q: 14 clusters Score -7.006272e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227022 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 54647 members 
Mstep: Class 4 contains 11536 members 
Mstep: Class 7 contains 36979 members 
Mstep: Class 8 contains 15056 members 
Mstep: Class 9 contains 5962 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 36680 members 
Mstep: Class 16 contains 38657 members 
Mstep: Class 17 contains 21998 members 
Mstep: Class 18 contains 200201 members 
Mstep: Class 20 contains 30442 members 
Entering Unmasked Estep 
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Iteration 48Q: 14 clusters Score -7.006289e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227112 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 54977 members 
Mstep: Class 4 contains 11412 members 
Mstep: Class 7 contains 36832 members 
Mstep: Class 8 contains 15050 members 
Mstep: Class 9 contains 6017 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 36907 members 
Mstep: Class 16 contains 38528 members 
Mstep: Class 17 contains 21999 members 
Mstep: Class 18 contains 200167 members 
Mstep: Class 20 contains 30180 members 
Entering Unmasked Estep 
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Iteration 49Q: 14 clusters Score -7.006295e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227236 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 55277 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 7 contains 36696 members 
Mstep: Class 8 contains 15044 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37112 members 
Mstep: Class 16 contains 38396 members 
Mstep: Class 17 contains 21989 members 
Mstep: Class 18 contains 200115 members 
Mstep: Class 20 contains 29919 members 
Entering Unmasked Estep 
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Iteration 50Q: 14 clusters Score -7.006301e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227343 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 55565 members 
Mstep: Class 4 contains 11218 members 
Mstep: Class 7 contains 36570 members 
Mstep: Class 8 contains 15031 members 
Mstep: Class 9 contains 6155 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37278 members 
Mstep: Class 16 contains 38287 members 
Mstep: Class 17 contains 21974 members 
Mstep: Class 18 contains 200071 members 
Mstep: Class 20 contains 29689 members 
Entering Unmasked Estep 
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Iteration 51Q: 14 clusters Score -7.006308e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227421 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 55885 members 
Mstep: Class 4 contains 11127 members 
Mstep: Class 7 contains 36437 members 
Mstep: Class 8 contains 15017 members 
Mstep: Class 9 contains 6220 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37430 members 
Mstep: Class 16 contains 38180 members 
Mstep: Class 17 contains 21970 members 
Mstep: Class 18 contains 200010 members 
Mstep: Class 20 contains 29483 members 
Entering Unmasked Estep 
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Iteration 52Q: 14 clusters Score -7.006313e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227514 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 56231 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 7 contains 36288 members 
Mstep: Class 8 contains 15002 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37565 members 
Mstep: Class 16 contains 38098 members 
Mstep: Class 17 contains 21960 members 
Mstep: Class 18 contains 199922 members 
Mstep: Class 20 contains 29284 members 
Entering Unmasked Estep 
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Iteration 53Q: 14 clusters Score -7.006318e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227588 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 56566 members 
Mstep: Class 4 contains 10982 members 
Mstep: Class 7 contains 36140 members 
Mstep: Class 8 contains 14992 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37680 members 
Mstep: Class 16 contains 37997 members 
Mstep: Class 17 contains 21957 members 
Mstep: Class 18 contains 199844 members 
Mstep: Class 20 contains 29114 members 
Entering Unmasked Estep 
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Iteration 54Q: 14 clusters Score -7.006319e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227654 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 56870 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 7 contains 35983 members 
Mstep: Class 8 contains 14976 members 
Mstep: Class 9 contains 6371 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37783 members 
Mstep: Class 16 contains 37903 members 
Mstep: Class 17 contains 21961 members 
Mstep: Class 18 contains 199775 members 
Mstep: Class 20 contains 28975 members 
Entering Unmasked Estep 
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Iteration 55Q: 14 clusters Score -7.006318e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227678 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 57197 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 7 contains 35840 members 
Mstep: Class 8 contains 14953 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 37879 members 
Mstep: Class 16 contains 37831 members 
Mstep: Class 17 contains 21953 members 
Mstep: Class 18 contains 199716 members 
Mstep: Class 20 contains 28844 members 
Entering Unmasked Estep 
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Iteration 56Q: 14 clusters Score -7.00631e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227705 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 57506 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 7 contains 35706 members 
Mstep: Class 8 contains 14921 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 37946 members 
Mstep: Class 16 contains 37757 members 
Mstep: Class 17 contains 21950 members 
Mstep: Class 18 contains 199652 members 
Mstep: Class 20 contains 28734 members 
Entering Unmasked Estep 
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Iteration 57Q: 14 clusters Score -7.006302e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227745 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 57813 members 
Mstep: Class 4 contains 10824 members 
Mstep: Class 7 contains 35589 members 
Mstep: Class 8 contains 14897 members 
Mstep: Class 9 contains 6476 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38009 members 
Mstep: Class 16 contains 37656 members 
Mstep: Class 17 contains 21944 members 
Mstep: Class 18 contains 199592 members 
Mstep: Class 20 contains 28634 members 
Entering Unmasked Estep 
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Iteration 58Q: 14 clusters Score -7.006298e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227818 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 58093 members 
Mstep: Class 4 contains 10803 members 
Mstep: Class 7 contains 35466 members 
Mstep: Class 8 contains 14879 members 
Mstep: Class 9 contains 6498 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38060 members 
Mstep: Class 16 contains 37579 members 
Mstep: Class 17 contains 21938 members 
Mstep: Class 18 contains 199515 members 
Mstep: Class 20 contains 28530 members 
Entering Unmasked Estep 
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Iteration 59Q: 14 clusters Score -7.006296e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227879 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 58350 members 
Mstep: Class 4 contains 10775 members 
Mstep: Class 7 contains 35345 members 
Mstep: Class 8 contains 14869 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38113 members 
Mstep: Class 16 contains 37524 members 
Mstep: Class 17 contains 21927 members 
Mstep: Class 18 contains 199453 members 
Mstep: Class 20 contains 28437 members 
Entering Unmasked Estep 
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Iteration 60F: 14 clusters Score -7.006314e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227910 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 58608 members 
Mstep: Class 4 contains 10754 members 
Mstep: Class 7 contains 35226 members 
Mstep: Class 8 contains 14858 members 
Mstep: Class 9 contains 6537 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38153 members 
Mstep: Class 16 contains 37463 members 
Mstep: Class 17 contains 21915 members 
Mstep: Class 18 contains 199417 members 
Mstep: Class 20 contains 28338 members 
Entering Unmasked Estep 
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Iteration 61Q: 14 clusters Score -7.006317e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227963 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 58859 members 
Mstep: Class 4 contains 10727 members 
Mstep: Class 7 contains 35122 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38193 members 
Mstep: Class 16 contains 37404 members 
Mstep: Class 17 contains 21901 members 
Mstep: Class 18 contains 199357 members 
Mstep: Class 20 contains 28241 members 
Entering Unmasked Estep 
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Iteration 62Q: 14 clusters Score -7.006316e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228013 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 59110 members 
Mstep: Class 4 contains 10706 members 
Mstep: Class 7 contains 35022 members 
Mstep: Class 8 contains 14831 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38229 members 
Mstep: Class 16 contains 37340 members 
Mstep: Class 17 contains 21883 members 
Mstep: Class 18 contains 199306 members 
Mstep: Class 20 contains 28148 members 
Entering Unmasked Estep 
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Iteration 63Q: 14 clusters Score -7.006322e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228046 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 59368 members 
Mstep: Class 4 contains 10681 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 14825 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38267 members 
Mstep: Class 16 contains 37278 members 
Mstep: Class 17 contains 21868 members 
Mstep: Class 18 contains 199252 members 
Mstep: Class 20 contains 28060 members 
Entering Unmasked Estep 
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Iteration 64Q: 14 clusters Score -7.006334e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228082 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 59592 members 
Mstep: Class 4 contains 10665 members 
Mstep: Class 7 contains 34858 members 
Mstep: Class 8 contains 14820 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38295 members 
Mstep: Class 16 contains 37205 members 
Mstep: Class 17 contains 21848 members 
Mstep: Class 18 contains 199220 members 
Mstep: Class 20 contains 27975 members 
Entering Unmasked Estep 
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Iteration 65Q: 14 clusters Score -7.006335e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228135 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 59808 members 
Mstep: Class 4 contains 10657 members 
Mstep: Class 7 contains 34785 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 6638 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38312 members 
Mstep: Class 16 contains 37153 members 
Mstep: Class 17 contains 21826 members 
Mstep: Class 18 contains 199177 members 
Mstep: Class 20 contains 27874 members 
Entering Unmasked Estep 
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Iteration 66Q: 14 clusters Score -7.006346e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228185 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 60034 members 
Mstep: Class 4 contains 10649 members 
Mstep: Class 7 contains 34708 members 
Mstep: Class 8 contains 14798 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38325 members 
Mstep: Class 16 contains 37092 members 
Mstep: Class 17 contains 21815 members 
Mstep: Class 18 contains 199154 members 
Mstep: Class 20 contains 27764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063544.000000 Penalty: 43306.667969
Iteration 67Q: 14 clusters Score -7.006354e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228230 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 60222 members 
Mstep: Class 4 contains 10647 members 
Mstep: Class 7 contains 34657 members 
Mstep: Class 8 contains 14791 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38335 members 
Mstep: Class 16 contains 37029 members 
Mstep: Class 17 contains 21793 members 
Mstep: Class 18 contains 199132 members 
Mstep: Class 20 contains 27681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063512.000000 Penalty: 43306.667969
Iteration 68Q: 14 clusters Score -7.006351e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228251 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 60414 members 
Mstep: Class 4 contains 10643 members 
Mstep: Class 7 contains 34611 members 
Mstep: Class 8 contains 14785 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38352 members 
Mstep: Class 16 contains 36973 members 
Mstep: Class 17 contains 21779 members 
Mstep: Class 18 contains 199110 members 
Mstep: Class 20 contains 27594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063600.000000 Penalty: 43306.667969
Iteration 69Q: 14 clusters Score -7.00636e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228237 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 60612 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 7 contains 34569 members 
Mstep: Class 8 contains 14780 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38369 members 
Mstep: Class 16 contains 36918 members 
Mstep: Class 17 contains 21766 members 
Mstep: Class 18 contains 199090 members 
Mstep: Class 20 contains 27536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063496.000000 Penalty: 43306.667969
Iteration 70Q: 14 clusters Score -7.00635e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228225 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 60813 members 
Mstep: Class 4 contains 10637 members 
Mstep: Class 7 contains 34522 members 
Mstep: Class 8 contains 14778 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38382 members 
Mstep: Class 16 contains 36860 members 
Mstep: Class 17 contains 21753 members 
Mstep: Class 18 contains 199059 members 
Mstep: Class 20 contains 27484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063544.000000 Penalty: 43306.667969
Iteration 71Q: 14 clusters Score -7.006354e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228225 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 61004 members 
Mstep: Class 4 contains 10636 members 
Mstep: Class 7 contains 34473 members 
Mstep: Class 8 contains 14777 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38392 members 
Mstep: Class 16 contains 36793 members 
Mstep: Class 17 contains 21745 members 
Mstep: Class 18 contains 199021 members 
Mstep: Class 20 contains 27445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063608.000000 Penalty: 43306.667969
Iteration 72Q: 14 clusters Score -7.006361e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228219 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 61198 members 
Mstep: Class 4 contains 10634 members 
Mstep: Class 7 contains 34413 members 
Mstep: Class 8 contains 14773 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38399 members 
Mstep: Class 16 contains 36737 members 
Mstep: Class 17 contains 21738 members 
Mstep: Class 18 contains 198989 members 
Mstep: Class 20 contains 27408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063640.000000 Penalty: 43306.667969
Iteration 73Q: 14 clusters Score -7.006364e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228222 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 61375 members 
Mstep: Class 4 contains 10631 members 
Mstep: Class 7 contains 34354 members 
Mstep: Class 8 contains 14762 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38405 members 
Mstep: Class 16 contains 36691 members 
Mstep: Class 17 contains 21733 members 
Mstep: Class 18 contains 198963 members 
Mstep: Class 20 contains 27370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063600.000000 Penalty: 43306.667969
Iteration 74Q: 14 clusters Score -7.00636e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228205 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 61569 members 
Mstep: Class 4 contains 10631 members 
Mstep: Class 7 contains 34292 members 
Mstep: Class 8 contains 14755 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38409 members 
Mstep: Class 16 contains 36637 members 
Mstep: Class 17 contains 21736 members 
Mstep: Class 18 contains 198927 members 
Mstep: Class 20 contains 27346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063664.000000 Penalty: 43306.667969
Iteration 75Q: 14 clusters Score -7.006366e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228196 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 61751 members 
Mstep: Class 4 contains 10629 members 
Mstep: Class 7 contains 34243 members 
Mstep: Class 8 contains 14748 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38415 members 
Mstep: Class 16 contains 36594 members 
Mstep: Class 17 contains 21732 members 
Mstep: Class 18 contains 198894 members 
Mstep: Class 20 contains 27309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063688.000000 Penalty: 43306.667969
Iteration 76Q: 14 clusters Score -7.006369e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228185 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 61925 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 7 contains 34209 members 
Mstep: Class 8 contains 14741 members 
Mstep: Class 9 contains 6662 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38426 members 
Mstep: Class 16 contains 36560 members 
Mstep: Class 17 contains 21732 members 
Mstep: Class 18 contains 198826 members 
Mstep: Class 20 contains 27284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063784.000000 Penalty: 43306.667969
Iteration 77Q: 14 clusters Score -7.006378e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228186 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 62067 members 
Mstep: Class 4 contains 10625 members 
Mstep: Class 7 contains 34183 members 
Mstep: Class 8 contains 14737 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38429 members 
Mstep: Class 16 contains 36510 members 
Mstep: Class 17 contains 21728 members 
Mstep: Class 18 contains 198796 members 
Mstep: Class 20 contains 27259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063808.000000 Penalty: 43306.667969
Iteration 78Q: 14 clusters Score -7.006381e+07 nChanged 310
Entering ConstructFrom: 
Score: -70063808.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (228171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228171 members 
Entering Unmasked Estep 
Score: -23851400.000000 Penalty: 3059.786865
	Iteration 0F: 2 clusters Score -2.38514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -23712652.000000 Penalty: 6119.573730
	Iteration 0F: 3 clusters Score -2.371265e+07 nChanged 109938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 111118 members 
Entering Unmasked Estep 
Score: -23777402.000000 Penalty: 6119.573730
	Iteration 1F: 3 clusters Score -2.37774e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -23778514.000000 Penalty: 6119.573730
	Iteration 2Q: 3 clusters Score -2.377851e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121608 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -23779618.000000 Penalty: 6119.573730
	Iteration 3Q: 3 clusters Score -2.377962e+07 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 102339 members 
Entering Unmasked Estep 
Score: -23780902.000000 Penalty: 6119.573730
	Iteration 4Q: 3 clusters Score -2.37809e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132173 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -23783072.000000 Penalty: 6119.573730
	Iteration 5Q: 3 clusters Score -2.378307e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141214 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -23786826.000000 Penalty: 6119.573730
	Iteration 6Q: 3 clusters Score -2.378683e+07 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153965 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -23793958.000000 Penalty: 6119.573730
	Iteration 7F: 3 clusters Score -2.379396e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170611 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -23805320.000000 Penalty: 6119.573730
	Iteration 8F: 3 clusters Score -2.380532e+07 nChanged 18989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189434 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -23821488.000000 Penalty: 6119.573730
	Iteration 9F: 3 clusters Score -2.382149e+07 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206426 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -23835426.000000 Penalty: 6119.573730
	Iteration 10F: 3 clusters Score -2.383543e+07 nChanged 10525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216941 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -23842130.000000 Penalty: 6119.573730
	Iteration 11Q: 3 clusters Score -2.384213e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222066 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -23845356.000000 Penalty: 6119.573730
	Iteration 12Q: 3 clusters Score -2.384536e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224489 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -23846934.000000 Penalty: 6119.573730
	Iteration 13Q: 3 clusters Score -2.384693e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225693 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -23847850.000000 Penalty: 6119.573730
	Iteration 14Q: 3 clusters Score -2.384785e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226321 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -23848480.000000 Penalty: 6119.573730
	Iteration 15Q: 3 clusters Score -2.384848e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226639 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -23848686.000000 Penalty: 6119.573730
	Iteration 16Q: 3 clusters Score -2.384869e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226841 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -23848846.000000 Penalty: 6119.573730
	Iteration 17Q: 3 clusters Score -2.384885e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226977 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -23848962.000000 Penalty: 6119.573730
	Iteration 18Q: 3 clusters Score -2.384896e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227086 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -23849100.000000 Penalty: 6119.573730
	Iteration 19Q: 3 clusters Score -2.38491e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227160 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -23849154.000000 Penalty: 6119.573730
	Iteration 20F: 3 clusters Score -2.384915e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227212 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -23849172.000000 Penalty: 6119.573730
	Iteration 21Q: 3 clusters Score -2.384917e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227238 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -23849218.000000 Penalty: 6119.573730
	Iteration 22Q: 3 clusters Score -2.384922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227257 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -23849214.000000 Penalty: 6119.573730
	Iteration 23Q: 3 clusters Score -2.384921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227266 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -23849246.000000 Penalty: 6119.573730
	Iteration 24Q: 3 clusters Score -2.384925e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227277 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23849228.000000 Penalty: 6119.573730
	Iteration 25Q: 3 clusters Score -2.384923e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227285 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -23849248.000000 Penalty: 6119.573730
	Iteration 26Q: 3 clusters Score -2.384925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227284 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -23849256.000000 Penalty: 6119.573730
	Iteration 27Q: 3 clusters Score -2.384926e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227291 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -23849224.000000 Penalty: 6119.573730
	Iteration 28Q: 3 clusters Score -2.384922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227297 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -23849236.000000 Penalty: 6119.573730
	Iteration 29Q: 3 clusters Score -2.384924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227305 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -23849238.000000 Penalty: 6119.573730
	Iteration 30Q: 3 clusters Score -2.384924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227314 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -23849236.000000 Penalty: 6119.573730
	Iteration 31Q: 3 clusters Score -2.384924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227318 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23849246.000000 Penalty: 6119.573730
	Iteration 32Q: 3 clusters Score -2.384925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227321 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23849250.000000 Penalty: 6119.573730
	Iteration 33Q: 3 clusters Score -2.384925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227319 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23849234.000000 Penalty: 6119.573730
	Iteration 34Q: 3 clusters Score -2.384923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227316 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -23849250.000000 Penalty: 6119.573730
	Iteration 35Q: 3 clusters Score -2.384925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227315 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -23849256.000000 Penalty: 6119.573730
	Iteration 36Q: 3 clusters Score -2.384926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227317 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23849246.000000 Penalty: 6119.573730
	Iteration 37Q: 3 clusters Score -2.384925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227320 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23849252.000000 Penalty: 6119.573730
	Iteration 38Q: 3 clusters Score -2.384925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227321 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23849266.000000 Penalty: 6119.573730
	Iteration 39Q: 3 clusters Score -2.384927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227321 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23849268.000000 Penalty: 6119.573730
	Iteration 40F: 3 clusters Score -2.384927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227320 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23849264.000000 Penalty: 6119.573730
	Iteration 41Q: 3 clusters Score -2.384926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227320 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23849264.000000 Penalty: 6119.573730
	Iteration 42F: 3 clusters Score -2.384926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 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 417 members 
Entering Unmasked Estep 
Score: -75095.140625 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75095.14 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -75714.812500 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75714.81 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76172.281250 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -76172.28 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -76404.585938 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -76404.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -76605.562500 Penalty: 3337.992676
	Iteration 4F: 3 clusters Score -76605.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -76748.140625 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -76748.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -76848.531250 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -76848.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -76880.203125 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -76880.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -76898.453125 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -76898.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -76909.421875 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -76909.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -76910.906250 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -76910.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -76910.906250 Penalty: 3337.992676
	Iteration 11F: 3 clusters Score -76910.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228171 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 3 contains 62208 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 7 contains 34167 members 
Mstep: Class 8 contains 14731 members 
Mstep: Class 9 contains 6659 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38434 members 
Mstep: Class 16 contains 36459 members 
Mstep: Class 17 contains 21721 members 
Mstep: Class 18 contains 198762 members 
Mstep: Class 20 contains 27244 members 
Entering Unmasked Estep 
Score: -70062312.000000 Penalty: 46637.949219
Splitting cluster 2 changes total score from -70063808.000000 to -70062312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (62208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Entering Unmasked Estep 
Score: -6575790.000000 Penalty: 2737.483154
	Iteration 0F: 2 clusters Score -6575790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -6533966.000000 Penalty: 5474.966309
	Iteration 0F: 3 clusters Score -6533966 nChanged 29032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -6550147.500000 Penalty: 5474.966309
	Iteration 1F: 3 clusters Score -6550148 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -6550959.000000 Penalty: 5474.966309
	Iteration 2Q: 3 clusters Score -6550959 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -6552162.000000 Penalty: 5474.966309
	Iteration 3Q: 3 clusters Score -6552162 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -6553967.500000 Penalty: 5474.966309
	Iteration 4F: 3 clusters Score -6553968 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -6556905.000000 Penalty: 5474.966309
	Iteration 5F: 3 clusters Score -6556905 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -6560971.000000 Penalty: 5474.966309
	Iteration 6F: 3 clusters Score -6560971 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -6565294.500000 Penalty: 5474.966309
	Iteration 7F: 3 clusters Score -6565294 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -6568754.000000 Penalty: 5474.966309
	Iteration 8F: 3 clusters Score -6568754 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6570791.500000 Penalty: 5474.966309
	Iteration 9Q: 3 clusters Score -6570792 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -6571837.500000 Penalty: 5474.966309
	Iteration 10Q: 3 clusters Score -6571838 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -6572263.500000 Penalty: 5474.966309
	Iteration 11Q: 3 clusters Score -6572264 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -6572590.500000 Penalty: 5474.966309
	Iteration 12Q: 3 clusters Score -6572590 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6572800.000000 Penalty: 5474.966309
	Iteration 13Q: 3 clusters Score -6572800 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6572979.000000 Penalty: 5474.966309
	Iteration 14Q: 3 clusters Score -6572979 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6573091.500000 Penalty: 5474.966309
	Iteration 15Q: 3 clusters Score -6573092 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6573208.500000 Penalty: 5474.966309
	Iteration 16Q: 3 clusters Score -6573208 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -6573315.000000 Penalty: 5474.966309
	Iteration 17Q: 3 clusters Score -6573315 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6573380.500000 Penalty: 5474.966309
	Iteration 18Q: 3 clusters Score -6573380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6573432.000000 Penalty: 5474.966309
	Iteration 19Q: 3 clusters Score -6573432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6573497.500000 Penalty: 5474.966309
	Iteration 20F: 3 clusters Score -6573498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6573552.500000 Penalty: 5474.966309
	Iteration 21Q: 3 clusters Score -6573552 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6573616.000000 Penalty: 5474.966309
	Iteration 22Q: 3 clusters Score -6573616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6573646.000000 Penalty: 5474.966309
	Iteration 23Q: 3 clusters Score -6573646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6573657.000000 Penalty: 5474.966309
	Iteration 24Q: 3 clusters Score -6573657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6573691.000000 Penalty: 5474.966309
	Iteration 25Q: 3 clusters Score -6573691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6573703.000000 Penalty: 5474.966309
	Iteration 26Q: 3 clusters Score -6573703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6573710.500000 Penalty: 5474.966309
	Iteration 27Q: 3 clusters Score -6573710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6573716.000000 Penalty: 5474.966309
	Iteration 28Q: 3 clusters Score -6573716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6573722.500000 Penalty: 5474.966309
	Iteration 29Q: 3 clusters Score -6573722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6573728.000000 Penalty: 5474.966309
	Iteration 30Q: 3 clusters Score -6573728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6573741.000000 Penalty: 5474.966309
	Iteration 31Q: 3 clusters Score -6573741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6573739.000000 Penalty: 5474.966309
	Iteration 32Q: 3 clusters Score -6573739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6573746.000000 Penalty: 5474.966309
	Iteration 33Q: 3 clusters Score -6573746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6573742.000000 Penalty: 5474.966309
	Iteration 34Q: 3 clusters Score -6573742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6573746.500000 Penalty: 5474.966309
	Iteration 35Q: 3 clusters Score -6573746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6573744.000000 Penalty: 5474.966309
	Iteration 36Q: 3 clusters Score -6573744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6573758.000000 Penalty: 5474.966309
	Iteration 37Q: 3 clusters Score -6573758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6573769.500000 Penalty: 5474.966309
	Iteration 38Q: 3 clusters Score -6573770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6573765.000000 Penalty: 5474.966309
	Iteration 39Q: 3 clusters Score -6573765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6573763.000000 Penalty: 5474.966309
	Iteration 40F: 3 clusters Score -6573763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6573770.000000 Penalty: 5474.966309
	Iteration 41Q: 3 clusters Score -6573770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6573772.000000 Penalty: 5474.966309
	Iteration 42Q: 3 clusters Score -6573772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6573769.000000 Penalty: 5474.966309
	Iteration 43Q: 3 clusters Score -6573769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6573771.500000 Penalty: 5474.966309
	Iteration 44Q: 3 clusters Score -6573772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6573779.500000 Penalty: 5474.966309
	Iteration 45Q: 3 clusters Score -6573780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6573780.500000 Penalty: 5474.966309
	Iteration 46Q: 3 clusters Score -6573780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6573783.500000 Penalty: 5474.966309
	Iteration 47Q: 3 clusters Score -6573784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6573784.000000 Penalty: 5474.966309
	Iteration 48Q: 3 clusters Score -6573784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6573794.000000 Penalty: 5474.966309
	Iteration 49Q: 3 clusters Score -6573794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -6573794.000000 Penalty: 5474.966309
	Iteration 50Q: 3 clusters Score -6573794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -6573794.500000 Penalty: 5474.966309
	Iteration 51Q: 3 clusters Score -6573794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6573791.000000 Penalty: 5474.966309
	Iteration 52Q: 3 clusters Score -6573791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6573791.000000 Penalty: 5474.966309
	Iteration 53F: 3 clusters Score -6573791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Entering Unmasked Estep 
Score: -1062875.250000 Penalty: 2299.105957
	Iteration 0F: 2 clusters Score -1062875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1054859.250000 Penalty: 4598.211914
	Iteration 0F: 3 clusters Score -1054859 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1057418.500000 Penalty: 4598.211914
	Iteration 1F: 3 clusters Score -1057418 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1058077.250000 Penalty: 4598.211914
	Iteration 2F: 3 clusters Score -1058077 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1058938.875000 Penalty: 4598.211914
	Iteration 3F: 3 clusters Score -1058939 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1059965.500000 Penalty: 4598.211914
	Iteration 4F: 3 clusters Score -1059966 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1060784.000000 Penalty: 4598.211914
	Iteration 5F: 3 clusters Score -1060784 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1061322.875000 Penalty: 4598.211914
	Iteration 6F: 3 clusters Score -1061323 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1061604.750000 Penalty: 4598.211914
	Iteration 7Q: 3 clusters Score -1061605 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1061745.625000 Penalty: 4598.211914
	Iteration 8Q: 3 clusters Score -1061746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1061793.875000 Penalty: 4598.211914
	Iteration 9Q: 3 clusters Score -1061794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1061816.000000 Penalty: 4598.211914
	Iteration 10Q: 3 clusters Score -1061816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1061830.500000 Penalty: 4598.211914
	Iteration 11Q: 3 clusters Score -1061830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1061836.250000 Penalty: 4598.211914
	Iteration 12Q: 3 clusters Score -1061836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1061842.625000 Penalty: 4598.211914
	Iteration 13Q: 3 clusters Score -1061843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1061840.750000 Penalty: 4598.211914
	Iteration 14Q: 3 clusters Score -1061841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1061846.125000 Penalty: 4598.211914
	Iteration 15Q: 3 clusters Score -1061846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1061848.250000 Penalty: 4598.211914
	Iteration 16Q: 3 clusters Score -1061848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1061850.375000 Penalty: 4598.211914
	Iteration 17Q: 3 clusters Score -1061850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1061851.500000 Penalty: 4598.211914
	Iteration 18Q: 3 clusters Score -1061852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1061851.875000 Penalty: 4598.211914
	Iteration 19Q: 3 clusters Score -1061852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1061849.625000 Penalty: 4598.211914
	Iteration 20F: 3 clusters Score -1061850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1061851.375000 Penalty: 4598.211914
	Iteration 21Q: 3 clusters Score -1061851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1061853.125000 Penalty: 4598.211914
	Iteration 22Q: 3 clusters Score -1061853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1061852.250000 Penalty: 4598.211914
	Iteration 23Q: 3 clusters Score -1061852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1061851.625000 Penalty: 4598.211914
	Iteration 24Q: 3 clusters Score -1061852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1061852.375000 Penalty: 4598.211914
	Iteration 25Q: 3 clusters Score -1061852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1061852.375000 Penalty: 4598.211914
	Iteration 26F: 3 clusters Score -1061852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Entering Unmasked Estep 
Score: -3637448.000000 Penalty: 2588.875732
	Iteration 0F: 2 clusters Score -3637448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3614358.250000 Penalty: 5177.751465
	Iteration 0F: 3 clusters Score -3614358 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3622653.000000 Penalty: 5177.751465
	Iteration 1F: 3 clusters Score -3622653 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3623182.000000 Penalty: 5177.751465
	Iteration 2Q: 3 clusters Score -3623182 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3623754.000000 Penalty: 5177.751465
	Iteration 3Q: 3 clusters Score -3623754 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3624439.500000 Penalty: 5177.751465
	Iteration 4Q: 3 clusters Score -3624440 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3625431.750000 Penalty: 5177.751465
	Iteration 5F: 3 clusters Score -3625432 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3626817.750000 Penalty: 5177.751465
	Iteration 6F: 3 clusters Score -3626818 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -3628695.750000 Penalty: 5177.751465
	Iteration 7F: 3 clusters Score -3628696 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -3630813.750000 Penalty: 5177.751465
	Iteration 8F: 3 clusters Score -3630814 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3632790.000000 Penalty: 5177.751465
	Iteration 9F: 3 clusters Score -3632790 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -3634155.750000 Penalty: 5177.751465
	Iteration 10Q: 3 clusters Score -3634156 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3634842.500000 Penalty: 5177.751465
	Iteration 11Q: 3 clusters Score -3634842 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -3635123.000000 Penalty: 5177.751465
	Iteration 12Q: 3 clusters Score -3635123 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3635270.500000 Penalty: 5177.751465
	Iteration 13Q: 3 clusters Score -3635270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3635345.500000 Penalty: 5177.751465
	Iteration 14Q: 3 clusters Score -3635346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -3635399.500000 Penalty: 5177.751465
	Iteration 15Q: 3 clusters Score -3635400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -3635433.750000 Penalty: 5177.751465
	Iteration 16Q: 3 clusters Score -3635434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -3635457.500000 Penalty: 5177.751465
	Iteration 17Q: 3 clusters Score -3635458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -3635471.000000 Penalty: 5177.751465
	Iteration 18Q: 3 clusters Score -3635471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3635490.750000 Penalty: 5177.751465
	Iteration 19Q: 3 clusters Score -3635491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -3635505.750000 Penalty: 5177.751465
	Iteration 20F: 3 clusters Score -3635506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -3635508.000000 Penalty: 5177.751465
	Iteration 21Q: 3 clusters Score -3635508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -3635500.500000 Penalty: 5177.751465
	Iteration 22Q: 3 clusters Score -3635500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3635498.500000 Penalty: 5177.751465
	Iteration 23Q: 3 clusters Score -3635498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3635499.250000 Penalty: 5177.751465
	Iteration 24Q: 3 clusters Score -3635499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -3635495.750000 Penalty: 5177.751465
	Iteration 25Q: 3 clusters Score -3635496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -3635501.250000 Penalty: 5177.751465
	Iteration 26Q: 3 clusters Score -3635501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3635499.000000 Penalty: 5177.751465
	Iteration 27Q: 3 clusters Score -3635499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -3635503.750000 Penalty: 5177.751465
	Iteration 28Q: 3 clusters Score -3635504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3635507.250000 Penalty: 5177.751465
	Iteration 29Q: 3 clusters Score -3635507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3635507.250000 Penalty: 5177.751465
	Iteration 30F: 3 clusters Score -3635507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Entering Unmasked Estep 
Score: -1524704.500000 Penalty: 2380.231934
	Iteration 0F: 2 clusters Score -1524704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1514092.375000 Penalty: 4760.463867
	Iteration 0F: 3 clusters Score -1514092 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1517632.750000 Penalty: 4760.463867
	Iteration 1F: 3 clusters Score -1517633 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1518421.375000 Penalty: 4760.463867
	Iteration 2F: 3 clusters Score -1518421 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1519430.250000 Penalty: 4760.463867
	Iteration 3F: 3 clusters Score -1519430 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1520484.500000 Penalty: 4760.463867
	Iteration 4F: 3 clusters Score -1520484 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1521477.750000 Penalty: 4760.463867
	Iteration 5F: 3 clusters Score -1521478 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1522183.500000 Penalty: 4760.463867
	Iteration 6F: 3 clusters Score -1522184 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1522646.000000 Penalty: 4760.463867
	Iteration 7Q: 3 clusters Score -1522646 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1522974.750000 Penalty: 4760.463867
	Iteration 8Q: 3 clusters Score -1522975 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1523162.625000 Penalty: 4760.463867
	Iteration 9Q: 3 clusters Score -1523163 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1523298.750000 Penalty: 4760.463867
	Iteration 10Q: 3 clusters Score -1523299 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1523396.625000 Penalty: 4760.463867
	Iteration 11Q: 3 clusters Score -1523397 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1523477.125000 Penalty: 4760.463867
	Iteration 12Q: 3 clusters Score -1523477 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1523520.625000 Penalty: 4760.463867
	Iteration 13Q: 3 clusters Score -1523521 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1523558.875000 Penalty: 4760.463867
	Iteration 14Q: 3 clusters Score -1523559 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1523576.750000 Penalty: 4760.463867
	Iteration 15Q: 3 clusters Score -1523577 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1523583.750000 Penalty: 4760.463867
	Iteration 16Q: 3 clusters Score -1523584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1523587.750000 Penalty: 4760.463867
	Iteration 17Q: 3 clusters Score -1523588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1523600.375000 Penalty: 4760.463867
	Iteration 18Q: 3 clusters Score -1523600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1523607.750000 Penalty: 4760.463867
	Iteration 19Q: 3 clusters Score -1523608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1523610.500000 Penalty: 4760.463867
	Iteration 20F: 3 clusters Score -1523610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1523614.000000 Penalty: 4760.463867
	Iteration 21Q: 3 clusters Score -1523614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1523611.625000 Penalty: 4760.463867
	Iteration 22Q: 3 clusters Score -1523612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1523616.000000 Penalty: 4760.463867
	Iteration 23Q: 3 clusters Score -1523616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1523623.125000 Penalty: 4760.463867
	Iteration 24Q: 3 clusters Score -1523623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1523626.625000 Penalty: 4760.463867
	Iteration 25Q: 3 clusters Score -1523627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1523625.250000 Penalty: 4760.463867
	Iteration 26Q: 3 clusters Score -1523625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1523626.375000 Penalty: 4760.463867
	Iteration 27Q: 3 clusters Score -1523626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1523628.000000 Penalty: 4760.463867
	Iteration 28Q: 3 clusters Score -1523628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1523632.000000 Penalty: 4760.463867
	Iteration 29Q: 3 clusters Score -1523632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1523630.000000 Penalty: 4760.463867
	Iteration 30Q: 3 clusters Score -1523630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1523631.750000 Penalty: 4760.463867
	Iteration 31Q: 3 clusters Score -1523632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1523633.375000 Penalty: 4760.463867
	Iteration 32Q: 3 clusters Score -1523633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1523631.875000 Penalty: 4760.463867
	Iteration 33Q: 3 clusters Score -1523632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1523638.500000 Penalty: 4760.463867
	Iteration 34Q: 3 clusters Score -1523638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1523637.250000 Penalty: 4760.463867
	Iteration 35Q: 3 clusters Score -1523637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1523637.500000 Penalty: 4760.463867
	Iteration 36Q: 3 clusters Score -1523638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1523640.375000 Penalty: 4760.463867
	Iteration 37Q: 3 clusters Score -1523640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1523641.375000 Penalty: 4760.463867
	Iteration 38Q: 3 clusters Score -1523641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1523639.750000 Penalty: 4760.463867
	Iteration 39Q: 3 clusters Score -1523640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1523639.750000 Penalty: 4760.463867
	Iteration 40F: 3 clusters Score -1523640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -692006.375000 Penalty: 2183.323730
	Iteration 0F: 2 clusters Score -692006.4 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 3321 members 
Entering Unmasked Estep 
Score: -686438.625000 Penalty: 4366.647461
	Iteration 0F: 3 clusters Score -686438.6 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -687813.250000 Penalty: 4366.647461
	Iteration 1F: 3 clusters Score -687813.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -688042.187500 Penalty: 4366.647461
	Iteration 2F: 3 clusters Score -688042.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -688161.000000 Penalty: 4366.647461
	Iteration 3Q: 3 clusters Score -688161 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -688237.687500 Penalty: 4366.647461
	Iteration 4Q: 3 clusters Score -688237.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -688298.437500 Penalty: 4366.647461
	Iteration 5Q: 3 clusters Score -688298.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -688360.875000 Penalty: 4366.647461
	Iteration 6Q: 3 clusters Score -688360.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -688421.312500 Penalty: 4366.647461
	Iteration 7Q: 3 clusters Score -688421.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -688467.500000 Penalty: 4366.647461
	Iteration 8Q: 3 clusters Score -688467.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -688500.562500 Penalty: 4366.647461
	Iteration 9Q: 3 clusters Score -688500.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -688540.437500 Penalty: 4366.647461
	Iteration 10Q: 3 clusters Score -688540.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -688587.437500 Penalty: 4366.647461
	Iteration 11Q: 3 clusters Score -688587.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -688625.375000 Penalty: 4366.647461
	Iteration 12Q: 3 clusters Score -688625.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -688660.937500 Penalty: 4366.647461
	Iteration 13Q: 3 clusters Score -688660.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -688690.375000 Penalty: 4366.647461
	Iteration 14Q: 3 clusters Score -688690.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -688715.937500 Penalty: 4366.647461
	Iteration 15Q: 3 clusters Score -688715.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -688740.375000 Penalty: 4366.647461
	Iteration 16Q: 3 clusters Score -688740.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -688761.750000 Penalty: 4366.647461
	Iteration 17Q: 3 clusters Score -688761.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -688776.812500 Penalty: 4366.647461
	Iteration 18Q: 3 clusters Score -688776.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -688798.687500 Penalty: 4366.647461
	Iteration 19Q: 3 clusters Score -688798.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -688813.687500 Penalty: 4366.647461
	Iteration 20F: 3 clusters Score -688813.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -688829.375000 Penalty: 4366.647461
	Iteration 21Q: 3 clusters Score -688829.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -688845.625000 Penalty: 4366.647461
	Iteration 22Q: 3 clusters Score -688845.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -688861.000000 Penalty: 4366.647461
	Iteration 23Q: 3 clusters Score -688861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -688872.125000 Penalty: 4366.647461
	Iteration 24Q: 3 clusters Score -688872.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -688887.187500 Penalty: 4366.647461
	Iteration 25Q: 3 clusters Score -688887.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -688903.687500 Penalty: 4366.647461
	Iteration 26Q: 3 clusters Score -688903.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -688917.562500 Penalty: 4366.647461
	Iteration 27Q: 3 clusters Score -688917.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -688933.812500 Penalty: 4366.647461
	Iteration 28Q: 3 clusters Score -688933.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -688955.687500 Penalty: 4366.647461
	Iteration 29Q: 3 clusters Score -688955.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -688978.937500 Penalty: 4366.647461
	Iteration 30Q: 3 clusters Score -688978.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -689011.000000 Penalty: 4366.647461
	Iteration 31Q: 3 clusters Score -689011 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -689043.125000 Penalty: 4366.647461
	Iteration 32Q: 3 clusters Score -689043.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -689084.937500 Penalty: 4366.647461
	Iteration 33Q: 3 clusters Score -689084.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -689126.875000 Penalty: 4366.647461
	Iteration 34Q: 3 clusters Score -689126.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -689165.062500 Penalty: 4366.647461
	Iteration 35Q: 3 clusters Score -689165.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -689208.250000 Penalty: 4366.647461
	Iteration 36Q: 3 clusters Score -689208.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -689259.000000 Penalty: 4366.647461
	Iteration 37Q: 3 clusters Score -689259 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -689323.750000 Penalty: 4366.647461
	Iteration 38Q: 3 clusters Score -689323.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -689400.625000 Penalty: 4366.647461
	Iteration 39Q: 3 clusters Score -689400.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -689483.125000 Penalty: 4366.647461
	Iteration 40F: 3 clusters Score -689483.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -689561.187500 Penalty: 4366.647461
	Iteration 41Q: 3 clusters Score -689561.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -689640.437500 Penalty: 4366.647461
	Iteration 42Q: 3 clusters Score -689640.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -689708.625000 Penalty: 4366.647461
	Iteration 43Q: 3 clusters Score -689708.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -689766.625000 Penalty: 4366.647461
	Iteration 44Q: 3 clusters Score -689766.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -689812.750000 Penalty: 4366.647461
	Iteration 45Q: 3 clusters Score -689812.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -689854.437500 Penalty: 4366.647461
	Iteration 46Q: 3 clusters Score -689854.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -689883.000000 Penalty: 4366.647461
	Iteration 47Q: 3 clusters Score -689883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -689915.062500 Penalty: 4366.647461
	Iteration 48Q: 3 clusters Score -689915.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -689948.750000 Penalty: 4366.647461
	Iteration 49Q: 3 clusters Score -689948.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -689968.937500 Penalty: 4366.647461
	Iteration 50Q: 3 clusters Score -689968.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -689980.750000 Penalty: 4366.647461
	Iteration 51Q: 3 clusters Score -689980.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -689991.750000 Penalty: 4366.647461
	Iteration 52Q: 3 clusters Score -689991.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -690002.500000 Penalty: 4366.647461
	Iteration 53Q: 3 clusters Score -690002.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -690009.062500 Penalty: 4366.647461
	Iteration 54Q: 3 clusters Score -690009.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -690022.062500 Penalty: 4366.647461
	Iteration 55Q: 3 clusters Score -690022.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -690032.437500 Penalty: 4366.647461
	Iteration 56Q: 3 clusters Score -690032.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -690041.625000 Penalty: 4366.647461
	Iteration 57Q: 3 clusters Score -690041.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -690048.812500 Penalty: 4366.647461
	Iteration 58Q: 3 clusters Score -690048.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -690055.687500 Penalty: 4366.647461
	Iteration 59Q: 3 clusters Score -690055.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -690062.500000 Penalty: 4366.647461
	Iteration 60F: 3 clusters Score -690062.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -690068.625000 Penalty: 4366.647461
	Iteration 61Q: 3 clusters Score -690068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -690071.437500 Penalty: 4366.647461
	Iteration 62Q: 3 clusters Score -690071.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -690077.937500 Penalty: 4366.647461
	Iteration 63Q: 3 clusters Score -690077.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -690084.312500 Penalty: 4366.647461
	Iteration 64Q: 3 clusters Score -690084.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -690096.250000 Penalty: 4366.647461
	Iteration 65Q: 3 clusters Score -690096.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -690104.875000 Penalty: 4366.647461
	Iteration 66Q: 3 clusters Score -690104.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -690114.125000 Penalty: 4366.647461
	Iteration 67Q: 3 clusters Score -690114.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -690118.312500 Penalty: 4366.647461
	Iteration 68Q: 3 clusters Score -690118.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -690125.000000 Penalty: 4366.647461
	Iteration 69Q: 3 clusters Score -690125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -690132.937500 Penalty: 4366.647461
	Iteration 70Q: 3 clusters Score -690132.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -690138.500000 Penalty: 4366.647461
	Iteration 71Q: 3 clusters Score -690138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -690144.875000 Penalty: 4366.647461
	Iteration 72Q: 3 clusters Score -690144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -690147.750000 Penalty: 4366.647461
	Iteration 73Q: 3 clusters Score -690147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -690150.875000 Penalty: 4366.647461
	Iteration 74Q: 3 clusters Score -690150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -690154.812500 Penalty: 4366.647461
	Iteration 75Q: 3 clusters Score -690154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -690156.750000 Penalty: 4366.647461
	Iteration 76Q: 3 clusters Score -690156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -690160.062500 Penalty: 4366.647461
	Iteration 77Q: 3 clusters Score -690160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -690163.687500 Penalty: 4366.647461
	Iteration 78Q: 3 clusters Score -690163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -690166.875000 Penalty: 4366.647461
	Iteration 79Q: 3 clusters Score -690166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -690169.250000 Penalty: 4366.647461
	Iteration 80F: 3 clusters Score -690169.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -690175.562500 Penalty: 4366.647461
	Iteration 81Q: 3 clusters Score -690175.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -690185.125000 Penalty: 4366.647461
	Iteration 82Q: 3 clusters Score -690185.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -690193.812500 Penalty: 4366.647461
	Iteration 83Q: 3 clusters Score -690193.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -690203.125000 Penalty: 4366.647461
	Iteration 84Q: 3 clusters Score -690203.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -690213.625000 Penalty: 4366.647461
	Iteration 85Q: 3 clusters Score -690213.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -690224.750000 Penalty: 4366.647461
	Iteration 86Q: 3 clusters Score -690224.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -690235.250000 Penalty: 4366.647461
	Iteration 87Q: 3 clusters Score -690235.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -690242.937500 Penalty: 4366.647461
	Iteration 88Q: 3 clusters Score -690242.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -690252.500000 Penalty: 4366.647461
	Iteration 89Q: 3 clusters Score -690252.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -690263.062500 Penalty: 4366.647461
	Iteration 90Q: 3 clusters Score -690263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -690263.750000 Penalty: 4366.647461
	Iteration 91Q: 3 clusters Score -690263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -690267.625000 Penalty: 4366.647461
	Iteration 92Q: 3 clusters Score -690267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -690267.312500 Penalty: 4366.647461
	Iteration 93Q: 3 clusters Score -690267.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -690268.625000 Penalty: 4366.647461
	Iteration 94Q: 3 clusters Score -690268.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -690270.000000 Penalty: 4366.647461
	Iteration 95Q: 3 clusters Score -690270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -690270.375000 Penalty: 4366.647461
	Iteration 96Q: 3 clusters Score -690270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -690270.375000 Penalty: 4366.647461
	Iteration 97F: 3 clusters Score -690270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Entering Unmasked Estep 
Score: -166124.703125 Penalty: 1865.555298
	Iteration 0F: 2 clusters Score -166124.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -163676.203125 Penalty: 3731.110596
	Iteration 0F: 3 clusters Score -163676.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -164438.828125 Penalty: 3731.110596
	Iteration 1F: 3 clusters Score -164438.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -164926.406250 Penalty: 3731.110596
	Iteration 2F: 3 clusters Score -164926.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -165656.671875 Penalty: 3731.110596
	Iteration 3F: 3 clusters Score -165656.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -166082.218750 Penalty: 3731.110596
	Iteration 4F: 3 clusters Score -166082.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -166337.546875 Penalty: 3731.110596
	Iteration 5F: 3 clusters Score -166337.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166502.203125 Penalty: 3731.110596
	Iteration 6Q: 3 clusters Score -166502.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -166585.156250 Penalty: 3731.110596
	Iteration 7Q: 3 clusters Score -166585.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -166674.171875 Penalty: 3731.110596
	Iteration 8Q: 3 clusters Score -166674.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -166874.343750 Penalty: 3731.110596
	Iteration 9Q: 3 clusters Score -166874.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -166898.312500 Penalty: 3731.110596
	Iteration 10Q: 3 clusters Score -166898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -166905.593750 Penalty: 3731.110596
	Iteration 11Q: 3 clusters Score -166905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -166908.156250 Penalty: 3731.110596
	Iteration 12Q: 3 clusters Score -166908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -166912.343750 Penalty: 3731.110596
	Iteration 13Q: 3 clusters Score -166912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -166914.859375 Penalty: 3731.110596
	Iteration 14Q: 3 clusters Score -166914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -166915.937500 Penalty: 3731.110596
	Iteration 15Q: 3 clusters Score -166915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -166916.796875 Penalty: 3731.110596
	Iteration 16Q: 3 clusters Score -166916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -166916.796875 Penalty: 3731.110596
	Iteration 17F: 3 clusters Score -166916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228171 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 62208 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 424 members 
Mstep: Class 7 contains 34167 members 
Mstep: Class 8 contains 14731 members 
Mstep: Class 9 contains 6659 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 15 contains 38434 members 
Mstep: Class 16 contains 36459 members 
Mstep: Class 17 contains 21721 members 
Mstep: Class 18 contains 198762 members 
Mstep: Class 20 contains 27244 members 
Entering Unmasked Estep 
Score: -70063160.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70063808.000000 to -70063160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (38434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Entering Unmasked Estep 
Score: -3950319.000000 Penalty: 2618.061035
	Iteration 0F: 2 clusters Score -3950319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3924307.750000 Penalty: 5236.122070
	Iteration 0F: 3 clusters Score -3924308 nChanged 17442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3933746.750000 Penalty: 5236.122070
	Iteration 1F: 3 clusters Score -3933747 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3934403.250000 Penalty: 5236.122070
	Iteration 2Q: 3 clusters Score -3934403 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3935094.500000 Penalty: 5236.122070
	Iteration 3Q: 3 clusters Score -3935094 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3936089.500000 Penalty: 5236.122070
	Iteration 4F: 3 clusters Score -3936090 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3937625.250000 Penalty: 5236.122070
	Iteration 5F: 3 clusters Score -3937625 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3939865.000000 Penalty: 5236.122070
	Iteration 6F: 3 clusters Score -3939865 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3942868.250000 Penalty: 5236.122070
	Iteration 7F: 3 clusters Score -3942868 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3945483.750000 Penalty: 5236.122070
	Iteration 8F: 3 clusters Score -3945484 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -3947026.500000 Penalty: 5236.122070
	Iteration 9Q: 3 clusters Score -3947026 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -3947634.250000 Penalty: 5236.122070
	Iteration 10Q: 3 clusters Score -3947634 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -3947848.000000 Penalty: 5236.122070
	Iteration 11Q: 3 clusters Score -3947848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -3947935.000000 Penalty: 5236.122070
	Iteration 12Q: 3 clusters Score -3947935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -3947972.500000 Penalty: 5236.122070
	Iteration 13Q: 3 clusters Score -3947972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -3947999.750000 Penalty: 5236.122070
	Iteration 14Q: 3 clusters Score -3948000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -3948014.750000 Penalty: 5236.122070
	Iteration 15Q: 3 clusters Score -3948015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -3948022.250000 Penalty: 5236.122070
	Iteration 16Q: 3 clusters Score -3948022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -3948027.250000 Penalty: 5236.122070
	Iteration 17Q: 3 clusters Score -3948027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -3948038.000000 Penalty: 5236.122070
	Iteration 18Q: 3 clusters Score -3948038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -3948044.000000 Penalty: 5236.122070
	Iteration 19Q: 3 clusters Score -3948044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -3948049.000000 Penalty: 5236.122070
	Iteration 20F: 3 clusters Score -3948049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -3948051.000000 Penalty: 5236.122070
	Iteration 21Q: 3 clusters Score -3948051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -3948051.000000 Penalty: 5236.122070
	Iteration 22F: 3 clusters Score -3948051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Entering Unmasked Estep 
Score: -3878871.000000 Penalty: 2604.978027
	Iteration 0F: 2 clusters Score -3878871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3854208.000000 Penalty: 5209.956055
	Iteration 0F: 3 clusters Score -3854208 nChanged 16563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3863409.500000 Penalty: 5209.956055
	Iteration 1F: 3 clusters Score -3863410 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3864000.250000 Penalty: 5209.956055
	Iteration 2Q: 3 clusters Score -3864000 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -3864611.750000 Penalty: 5209.956055
	Iteration 3Q: 3 clusters Score -3864612 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3865316.250000 Penalty: 5209.956055
	Iteration 4Q: 3 clusters Score -3865316 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3866123.750000 Penalty: 5209.956055
	Iteration 5Q: 3 clusters Score -3866124 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -3867056.750000 Penalty: 5209.956055
	Iteration 6Q: 3 clusters Score -3867057 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3868256.500000 Penalty: 5209.956055
	Iteration 7Q: 3 clusters Score -3868256 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3869532.250000 Penalty: 5209.956055
	Iteration 8F: 3 clusters Score -3869532 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3870746.000000 Penalty: 5209.956055
	Iteration 9F: 3 clusters Score -3870746 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3871764.000000 Penalty: 5209.956055
	Iteration 10Q: 3 clusters Score -3871764 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3872477.750000 Penalty: 5209.956055
	Iteration 11Q: 3 clusters Score -3872478 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3872830.750000 Penalty: 5209.956055
	Iteration 12Q: 3 clusters Score -3872831 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3873070.750000 Penalty: 5209.956055
	Iteration 13Q: 3 clusters Score -3873071 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3873245.500000 Penalty: 5209.956055
	Iteration 14Q: 3 clusters Score -3873246 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3873374.750000 Penalty: 5209.956055
	Iteration 15Q: 3 clusters Score -3873375 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3873504.500000 Penalty: 5209.956055
	Iteration 16Q: 3 clusters Score -3873504 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3873597.750000 Penalty: 5209.956055
	Iteration 17Q: 3 clusters Score -3873598 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -3873668.250000 Penalty: 5209.956055
	Iteration 18Q: 3 clusters Score -3873668 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3873777.250000 Penalty: 5209.956055
	Iteration 19Q: 3 clusters Score -3873777 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -3873867.000000 Penalty: 5209.956055
	Iteration 20F: 3 clusters Score -3873867 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3873972.750000 Penalty: 5209.956055
	Iteration 21Q: 3 clusters Score -3873973 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -3874081.500000 Penalty: 5209.956055
	Iteration 22Q: 3 clusters Score -3874082 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3874180.750000 Penalty: 5209.956055
	Iteration 23Q: 3 clusters Score -3874181 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3874303.000000 Penalty: 5209.956055
	Iteration 24Q: 3 clusters Score -3874303 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3874437.750000 Penalty: 5209.956055
	Iteration 25Q: 3 clusters Score -3874438 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3874570.500000 Penalty: 5209.956055
	Iteration 26Q: 3 clusters Score -3874570 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3874718.500000 Penalty: 5209.956055
	Iteration 27Q: 3 clusters Score -3874718 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3874859.000000 Penalty: 5209.956055
	Iteration 28Q: 3 clusters Score -3874859 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3875022.500000 Penalty: 5209.956055
	Iteration 29Q: 3 clusters Score -3875022 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -3875182.750000 Penalty: 5209.956055
	Iteration 30Q: 3 clusters Score -3875183 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3875327.000000 Penalty: 5209.956055
	Iteration 31Q: 3 clusters Score -3875327 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -3875440.750000 Penalty: 5209.956055
	Iteration 32Q: 3 clusters Score -3875441 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -3875565.750000 Penalty: 5209.956055
	Iteration 33Q: 3 clusters Score -3875566 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3875671.250000 Penalty: 5209.956055
	Iteration 34Q: 3 clusters Score -3875671 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3875773.000000 Penalty: 5209.956055
	Iteration 35Q: 3 clusters Score -3875773 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3875854.500000 Penalty: 5209.956055
	Iteration 36Q: 3 clusters Score -3875854 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -3875923.000000 Penalty: 5209.956055
	Iteration 37Q: 3 clusters Score -3875923 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -3875998.500000 Penalty: 5209.956055
	Iteration 38Q: 3 clusters Score -3875998 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -3876081.750000 Penalty: 5209.956055
	Iteration 39Q: 3 clusters Score -3876082 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -3876152.500000 Penalty: 5209.956055
	Iteration 40F: 3 clusters Score -3876152 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3876248.500000 Penalty: 5209.956055
	Iteration 41Q: 3 clusters Score -3876248 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -3876327.250000 Penalty: 5209.956055
	Iteration 42Q: 3 clusters Score -3876327 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -3876388.750000 Penalty: 5209.956055
	Iteration 43Q: 3 clusters Score -3876389 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -3876459.000000 Penalty: 5209.956055
	Iteration 44Q: 3 clusters Score -3876459 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -3876498.000000 Penalty: 5209.956055
	Iteration 45Q: 3 clusters Score -3876498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -3876528.750000 Penalty: 5209.956055
	Iteration 46Q: 3 clusters Score -3876529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -3876544.750000 Penalty: 5209.956055
	Iteration 47Q: 3 clusters Score -3876545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -3876566.000000 Penalty: 5209.956055
	Iteration 48Q: 3 clusters Score -3876566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -3876580.500000 Penalty: 5209.956055
	Iteration 49Q: 3 clusters Score -3876580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -3876594.500000 Penalty: 5209.956055
	Iteration 50Q: 3 clusters Score -3876594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -3876608.250000 Penalty: 5209.956055
	Iteration 51Q: 3 clusters Score -3876608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -3876627.500000 Penalty: 5209.956055
	Iteration 52Q: 3 clusters Score -3876628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -3876637.500000 Penalty: 5209.956055
	Iteration 53Q: 3 clusters Score -3876638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -3876645.000000 Penalty: 5209.956055
	Iteration 54Q: 3 clusters Score -3876645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -3876660.750000 Penalty: 5209.956055
	Iteration 55Q: 3 clusters Score -3876661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -3876668.500000 Penalty: 5209.956055
	Iteration 56Q: 3 clusters Score -3876668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -3876673.250000 Penalty: 5209.956055
	Iteration 57Q: 3 clusters Score -3876673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -3876678.250000 Penalty: 5209.956055
	Iteration 58Q: 3 clusters Score -3876678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -3876679.750000 Penalty: 5209.956055
	Iteration 59Q: 3 clusters Score -3876680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3876686.250000 Penalty: 5209.956055
	Iteration 60F: 3 clusters Score -3876686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -3876690.000000 Penalty: 5209.956055
	Iteration 61Q: 3 clusters Score -3876690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -3876695.000000 Penalty: 5209.956055
	Iteration 62Q: 3 clusters Score -3876695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -3876700.250000 Penalty: 5209.956055
	Iteration 63Q: 3 clusters Score -3876700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -3876697.500000 Penalty: 5209.956055
	Iteration 64Q: 3 clusters Score -3876698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -3876710.750000 Penalty: 5209.956055
	Iteration 65Q: 3 clusters Score -3876711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -3876718.250000 Penalty: 5209.956055
	Iteration 66Q: 3 clusters Score -3876718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -3876718.250000 Penalty: 5209.956055
	Iteration 67Q: 3 clusters Score -3876718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -3876715.750000 Penalty: 5209.956055
	Iteration 68Q: 3 clusters Score -3876716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -3876717.750000 Penalty: 5209.956055
	Iteration 69Q: 3 clusters Score -3876718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -3876717.250000 Penalty: 5209.956055
	Iteration 70Q: 3 clusters Score -3876717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -3876723.000000 Penalty: 5209.956055
	Iteration 71Q: 3 clusters Score -3876723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -3876731.750000 Penalty: 5209.956055
	Iteration 72Q: 3 clusters Score -3876732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -3876728.500000 Penalty: 5209.956055
	Iteration 73Q: 3 clusters Score -3876728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -3876734.000000 Penalty: 5209.956055
	Iteration 74Q: 3 clusters Score -3876734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -3876731.000000 Penalty: 5209.956055
	Iteration 75Q: 3 clusters Score -3876731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -3876739.250000 Penalty: 5209.956055
	Iteration 76Q: 3 clusters Score -3876739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -3876734.000000 Penalty: 5209.956055
	Iteration 77Q: 3 clusters Score -3876734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -3876735.000000 Penalty: 5209.956055
	Iteration 78Q: 3 clusters Score -3876735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -3876737.250000 Penalty: 5209.956055
	Iteration 79Q: 3 clusters Score -3876737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -3876745.250000 Penalty: 5209.956055
	Iteration 80F: 3 clusters Score -3876745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -3876749.000000 Penalty: 5209.956055
	Iteration 81Q: 3 clusters Score -3876749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -3876746.250000 Penalty: 5209.956055
	Iteration 82Q: 3 clusters Score -3876746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -3876749.500000 Penalty: 5209.956055
	Iteration 83Q: 3 clusters Score -3876750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -3876747.000000 Penalty: 5209.956055
	Iteration 84Q: 3 clusters Score -3876747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -3876747.000000 Penalty: 5209.956055
	Iteration 85Q: 3 clusters Score -3876747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -3876750.500000 Penalty: 5209.956055
	Iteration 86Q: 3 clusters Score -3876750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3876748.000000 Penalty: 5209.956055
	Iteration 87Q: 3 clusters Score -3876748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -3876748.000000 Penalty: 5209.956055
	Iteration 88F: 3 clusters Score -3876748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Entering Unmasked Estep 
Score: -2309745.750000 Penalty: 2476.536621
	Iteration 0F: 2 clusters Score -2309746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2294550.250000 Penalty: 4953.073242
	Iteration 0F: 3 clusters Score -2294550 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2299771.500000 Penalty: 4953.073242
	Iteration 1F: 3 clusters Score -2299772 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2300234.000000 Penalty: 4953.073242
	Iteration 2F: 3 clusters Score -2300234 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2300649.750000 Penalty: 4953.073242
	Iteration 3Q: 3 clusters Score -2300650 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2301016.750000 Penalty: 4953.073242
	Iteration 4Q: 3 clusters Score -2301017 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2301359.500000 Penalty: 4953.073242
	Iteration 5Q: 3 clusters Score -2301360 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2301723.750000 Penalty: 4953.073242
	Iteration 6Q: 3 clusters Score -2301724 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2302172.250000 Penalty: 4953.073242
	Iteration 7Q: 3 clusters Score -2302172 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2302678.000000 Penalty: 4953.073242
	Iteration 8Q: 3 clusters Score -2302678 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2303183.750000 Penalty: 4953.073242
	Iteration 9Q: 3 clusters Score -2303184 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2303724.000000 Penalty: 4953.073242
	Iteration 10Q: 3 clusters Score -2303724 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2304254.500000 Penalty: 4953.073242
	Iteration 11Q: 3 clusters Score -2304254 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2304725.000000 Penalty: 4953.073242
	Iteration 12Q: 3 clusters Score -2304725 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2305029.000000 Penalty: 4953.073242
	Iteration 13Q: 3 clusters Score -2305029 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2305238.000000 Penalty: 4953.073242
	Iteration 14Q: 3 clusters Score -2305238 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2305411.250000 Penalty: 4953.073242
	Iteration 15Q: 3 clusters Score -2305411 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2305588.750000 Penalty: 4953.073242
	Iteration 16Q: 3 clusters Score -2305589 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2305744.500000 Penalty: 4953.073242
	Iteration 17Q: 3 clusters Score -2305744 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2305855.500000 Penalty: 4953.073242
	Iteration 18Q: 3 clusters Score -2305856 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2305963.500000 Penalty: 4953.073242
	Iteration 19Q: 3 clusters Score -2305964 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2306033.500000 Penalty: 4953.073242
	Iteration 20F: 3 clusters Score -2306034 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2306122.000000 Penalty: 4953.073242
	Iteration 21Q: 3 clusters Score -2306122 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2306206.500000 Penalty: 4953.073242
	Iteration 22Q: 3 clusters Score -2306206 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2306262.250000 Penalty: 4953.073242
	Iteration 23Q: 3 clusters Score -2306262 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2306312.250000 Penalty: 4953.073242
	Iteration 24Q: 3 clusters Score -2306312 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2306348.000000 Penalty: 4953.073242
	Iteration 25Q: 3 clusters Score -2306348 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2306363.500000 Penalty: 4953.073242
	Iteration 26Q: 3 clusters Score -2306364 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2306380.000000 Penalty: 4953.073242
	Iteration 27Q: 3 clusters Score -2306380 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2306397.500000 Penalty: 4953.073242
	Iteration 28Q: 3 clusters Score -2306398 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2306414.000000 Penalty: 4953.073242
	Iteration 29Q: 3 clusters Score -2306414 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2306437.000000 Penalty: 4953.073242
	Iteration 30Q: 3 clusters Score -2306437 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2306450.500000 Penalty: 4953.073242
	Iteration 31Q: 3 clusters Score -2306450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2306460.250000 Penalty: 4953.073242
	Iteration 32Q: 3 clusters Score -2306460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2306469.500000 Penalty: 4953.073242
	Iteration 33Q: 3 clusters Score -2306470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2306479.750000 Penalty: 4953.073242
	Iteration 34Q: 3 clusters Score -2306480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2306500.250000 Penalty: 4953.073242
	Iteration 35Q: 3 clusters Score -2306500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2306523.750000 Penalty: 4953.073242
	Iteration 36Q: 3 clusters Score -2306524 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2306541.000000 Penalty: 4953.073242
	Iteration 37Q: 3 clusters Score -2306541 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2306554.500000 Penalty: 4953.073242
	Iteration 38Q: 3 clusters Score -2306554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2306578.250000 Penalty: 4953.073242
	Iteration 39Q: 3 clusters Score -2306578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2306592.250000 Penalty: 4953.073242
	Iteration 40F: 3 clusters Score -2306592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2306607.250000 Penalty: 4953.073242
	Iteration 41Q: 3 clusters Score -2306607 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2306634.250000 Penalty: 4953.073242
	Iteration 42Q: 3 clusters Score -2306634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2306648.000000 Penalty: 4953.073242
	Iteration 43Q: 3 clusters Score -2306648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2306674.500000 Penalty: 4953.073242
	Iteration 44Q: 3 clusters Score -2306674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2306701.750000 Penalty: 4953.073242
	Iteration 45Q: 3 clusters Score -2306702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2306704.500000 Penalty: 4953.073242
	Iteration 46Q: 3 clusters Score -2306704 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2306737.500000 Penalty: 4953.073242
	Iteration 47Q: 3 clusters Score -2306738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2306755.000000 Penalty: 4953.073242
	Iteration 48Q: 3 clusters Score -2306755 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2306767.750000 Penalty: 4953.073242
	Iteration 49Q: 3 clusters Score -2306768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2306794.000000 Penalty: 4953.073242
	Iteration 50Q: 3 clusters Score -2306794 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2306805.250000 Penalty: 4953.073242
	Iteration 51Q: 3 clusters Score -2306805 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2306819.500000 Penalty: 4953.073242
	Iteration 52Q: 3 clusters Score -2306820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2306828.750000 Penalty: 4953.073242
	Iteration 53Q: 3 clusters Score -2306829 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2306851.750000 Penalty: 4953.073242
	Iteration 54Q: 3 clusters Score -2306852 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2306865.250000 Penalty: 4953.073242
	Iteration 55Q: 3 clusters Score -2306865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2306889.000000 Penalty: 4953.073242
	Iteration 56Q: 3 clusters Score -2306889 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2306912.250000 Penalty: 4953.073242
	Iteration 57Q: 3 clusters Score -2306912 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2306924.500000 Penalty: 4953.073242
	Iteration 58Q: 3 clusters Score -2306924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2306934.500000 Penalty: 4953.073242
	Iteration 59Q: 3 clusters Score -2306934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2306948.750000 Penalty: 4953.073242
	Iteration 60F: 3 clusters Score -2306949 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2306975.750000 Penalty: 4953.073242
	Iteration 61Q: 3 clusters Score -2306976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2306980.500000 Penalty: 4953.073242
	Iteration 62Q: 3 clusters Score -2306980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2306995.500000 Penalty: 4953.073242
	Iteration 63Q: 3 clusters Score -2306996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2307013.750000 Penalty: 4953.073242
	Iteration 64Q: 3 clusters Score -2307014 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2307035.250000 Penalty: 4953.073242
	Iteration 65Q: 3 clusters Score -2307035 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2307034.000000 Penalty: 4953.073242
	Iteration 66Q: 3 clusters Score -2307034 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2307052.250000 Penalty: 4953.073242
	Iteration 67Q: 3 clusters Score -2307052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2307069.000000 Penalty: 4953.073242
	Iteration 68Q: 3 clusters Score -2307069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2307086.750000 Penalty: 4953.073242
	Iteration 69Q: 3 clusters Score -2307087 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2307118.500000 Penalty: 4953.073242
	Iteration 70Q: 3 clusters Score -2307118 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2307142.250000 Penalty: 4953.073242
	Iteration 71Q: 3 clusters Score -2307142 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2307182.500000 Penalty: 4953.073242
	Iteration 72Q: 3 clusters Score -2307182 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2307210.500000 Penalty: 4953.073242
	Iteration 73Q: 3 clusters Score -2307210 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2307238.000000 Penalty: 4953.073242
	Iteration 74Q: 3 clusters Score -2307238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2307272.000000 Penalty: 4953.073242
	Iteration 75Q: 3 clusters Score -2307272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2307290.000000 Penalty: 4953.073242
	Iteration 76Q: 3 clusters Score -2307290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2307315.000000 Penalty: 4953.073242
	Iteration 77Q: 3 clusters Score -2307315 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2307348.250000 Penalty: 4953.073242
	Iteration 78Q: 3 clusters Score -2307348 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2307374.250000 Penalty: 4953.073242
	Iteration 79Q: 3 clusters Score -2307374 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2307411.250000 Penalty: 4953.073242
	Iteration 80F: 3 clusters Score -2307411 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2307434.000000 Penalty: 4953.073242
	Iteration 81Q: 3 clusters Score -2307434 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2307465.500000 Penalty: 4953.073242
	Iteration 82Q: 3 clusters Score -2307466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2307489.000000 Penalty: 4953.073242
	Iteration 83Q: 3 clusters Score -2307489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2307511.750000 Penalty: 4953.073242
	Iteration 84Q: 3 clusters Score -2307512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2307531.000000 Penalty: 4953.073242
	Iteration 85Q: 3 clusters Score -2307531 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2307548.000000 Penalty: 4953.073242
	Iteration 86Q: 3 clusters Score -2307548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2307572.500000 Penalty: 4953.073242
	Iteration 87Q: 3 clusters Score -2307572 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2307596.000000 Penalty: 4953.073242
	Iteration 88Q: 3 clusters Score -2307596 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2307612.250000 Penalty: 4953.073242
	Iteration 89Q: 3 clusters Score -2307612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2307624.000000 Penalty: 4953.073242
	Iteration 90Q: 3 clusters Score -2307624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2307637.000000 Penalty: 4953.073242
	Iteration 91Q: 3 clusters Score -2307637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2307652.000000 Penalty: 4953.073242
	Iteration 92Q: 3 clusters Score -2307652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2307652.000000 Penalty: 4953.073242
	Iteration 93Q: 3 clusters Score -2307652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2307671.500000 Penalty: 4953.073242
	Iteration 94Q: 3 clusters Score -2307672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2307688.000000 Penalty: 4953.073242
	Iteration 95Q: 3 clusters Score -2307688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2307697.750000 Penalty: 4953.073242
	Iteration 96Q: 3 clusters Score -2307698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2307712.750000 Penalty: 4953.073242
	Iteration 97Q: 3 clusters Score -2307713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2307718.250000 Penalty: 4953.073242
	Iteration 98Q: 3 clusters Score -2307718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2307736.250000 Penalty: 4953.073242
	Iteration 99Q: 3 clusters Score -2307736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2307747.500000 Penalty: 4953.073242
	Iteration 100F: 3 clusters Score -2307748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2307771.250000 Penalty: 4953.073242
	Iteration 101Q: 3 clusters Score -2307771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2307789.750000 Penalty: 4953.073242
	Iteration 102Q: 3 clusters Score -2307790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2307812.250000 Penalty: 4953.073242
	Iteration 103Q: 3 clusters Score -2307812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2307826.250000 Penalty: 4953.073242
	Iteration 104Q: 3 clusters Score -2307826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2307843.250000 Penalty: 4953.073242
	Iteration 105Q: 3 clusters Score -2307843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2307849.750000 Penalty: 4953.073242
	Iteration 106Q: 3 clusters Score -2307850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2307860.250000 Penalty: 4953.073242
	Iteration 107Q: 3 clusters Score -2307860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2307876.750000 Penalty: 4953.073242
	Iteration 108Q: 3 clusters Score -2307877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2307880.750000 Penalty: 4953.073242
	Iteration 109Q: 3 clusters Score -2307881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2307889.500000 Penalty: 4953.073242
	Iteration 110Q: 3 clusters Score -2307890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2307899.000000 Penalty: 4953.073242
	Iteration 111Q: 3 clusters Score -2307899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2307907.500000 Penalty: 4953.073242
	Iteration 112Q: 3 clusters Score -2307908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2307914.750000 Penalty: 4953.073242
	Iteration 113Q: 3 clusters Score -2307915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2307925.500000 Penalty: 4953.073242
	Iteration 114Q: 3 clusters Score -2307926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2307929.750000 Penalty: 4953.073242
	Iteration 115Q: 3 clusters Score -2307930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2307935.250000 Penalty: 4953.073242
	Iteration 116Q: 3 clusters Score -2307935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2307938.000000 Penalty: 4953.073242
	Iteration 117Q: 3 clusters Score -2307938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2307943.750000 Penalty: 4953.073242
	Iteration 118Q: 3 clusters Score -2307944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2307939.250000 Penalty: 4953.073242
	Iteration 119Q: 3 clusters Score -2307939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2307942.250000 Penalty: 4953.073242
	Iteration 120F: 3 clusters Score -2307942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2307945.750000 Penalty: 4953.073242
	Iteration 121Q: 3 clusters Score -2307946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2307944.750000 Penalty: 4953.073242
	Iteration 122Q: 3 clusters Score -2307945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2307944.250000 Penalty: 4953.073242
	Iteration 123Q: 3 clusters Score -2307944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2307947.750000 Penalty: 4953.073242
	Iteration 124Q: 3 clusters Score -2307948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2307948.250000 Penalty: 4953.073242
	Iteration 125Q: 3 clusters Score -2307948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2307949.250000 Penalty: 4953.073242
	Iteration 126Q: 3 clusters Score -2307949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2307951.500000 Penalty: 4953.073242
	Iteration 127Q: 3 clusters Score -2307952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2307950.500000 Penalty: 4953.073242
	Iteration 128Q: 3 clusters Score -2307950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2307952.500000 Penalty: 4953.073242
	Iteration 129Q: 3 clusters Score -2307952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2307953.250000 Penalty: 4953.073242
	Iteration 130Q: 3 clusters Score -2307953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2307953.750000 Penalty: 4953.073242
	Iteration 131Q: 3 clusters Score -2307954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2307953.750000 Penalty: 4953.073242
	Iteration 132F: 3 clusters Score -2307954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198762 members 
Entering Unmasked Estep 
Score: -20732336.000000 Penalty: 3025.566162
	Iteration 0F: 2 clusters Score -2.073234e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99641 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -20607528.000000 Penalty: 6051.132324
	Iteration 0F: 3 clusters Score -2.060753e+07 nChanged 95636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104237 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -20664348.000000 Penalty: 6051.132324
	Iteration 1F: 3 clusters Score -2.066435e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107213 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -20665740.000000 Penalty: 6051.132324
	Iteration 2Q: 3 clusters Score -2.066574e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111943 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -20667952.000000 Penalty: 6051.132324
	Iteration 3Q: 3 clusters Score -2.066795e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118844 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -20671312.000000 Penalty: 6051.132324
	Iteration 4Q: 3 clusters Score -2.067131e+07 nChanged 11756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128452 members 
Mstep: Class 2 contains 70310 members 
Entering Unmasked Estep 
Score: -20676984.000000 Penalty: 6051.132324
	Iteration 5F: 3 clusters Score -2.067698e+07 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140591 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -20685846.000000 Penalty: 6051.132324
	Iteration 6F: 3 clusters Score -2.068585e+07 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -20696506.000000 Penalty: 6051.132324
	Iteration 7F: 3 clusters Score -2.069651e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162404 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -20707034.000000 Penalty: 6051.132324
	Iteration 8F: 3 clusters Score -2.070703e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -20714012.000000 Penalty: 6051.132324
	Iteration 9Q: 3 clusters Score -2.071401e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -20717446.000000 Penalty: 6051.132324
	Iteration 10Q: 3 clusters Score -2.071745e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172468 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -20718930.000000 Penalty: 6051.132324
	Iteration 11Q: 3 clusters Score -2.071893e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174071 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -20719766.000000 Penalty: 6051.132324
	Iteration 12Q: 3 clusters Score -2.071977e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175554 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -20720380.000000 Penalty: 6051.132324
	Iteration 13Q: 3 clusters Score -2.072038e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176949 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -20721050.000000 Penalty: 6051.132324
	Iteration 14Q: 3 clusters Score -2.072105e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178274 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -20721746.000000 Penalty: 6051.132324
	Iteration 15Q: 3 clusters Score -2.072175e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179537 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -20722288.000000 Penalty: 6051.132324
	Iteration 16Q: 3 clusters Score -2.072229e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180750 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -20722794.000000 Penalty: 6051.132324
	Iteration 17Q: 3 clusters Score -2.072279e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181894 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -20723180.000000 Penalty: 6051.132324
	Iteration 18Q: 3 clusters Score -2.072318e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182986 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -20723636.000000 Penalty: 6051.132324
	Iteration 19Q: 3 clusters Score -2.072364e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184054 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -20724070.000000 Penalty: 6051.132324
	Iteration 20F: 3 clusters Score -2.072407e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185118 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -20724538.000000 Penalty: 6051.132324
	Iteration 21Q: 3 clusters Score -2.072454e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186107 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -20725018.000000 Penalty: 6051.132324
	Iteration 22Q: 3 clusters Score -2.072502e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187036 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -20725534.000000 Penalty: 6051.132324
	Iteration 23Q: 3 clusters Score -2.072553e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187908 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -20725932.000000 Penalty: 6051.132324
	Iteration 24Q: 3 clusters Score -2.072593e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188719 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -20726228.000000 Penalty: 6051.132324
	Iteration 25Q: 3 clusters Score -2.072623e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -20726508.000000 Penalty: 6051.132324
	Iteration 26Q: 3 clusters Score -2.072651e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190119 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -20726866.000000 Penalty: 6051.132324
	Iteration 27Q: 3 clusters Score -2.072687e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190727 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -20727192.000000 Penalty: 6051.132324
	Iteration 28Q: 3 clusters Score -2.072719e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191319 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -20727514.000000 Penalty: 6051.132324
	Iteration 29Q: 3 clusters Score -2.072751e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191831 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -20727710.000000 Penalty: 6051.132324
	Iteration 30Q: 3 clusters Score -2.072771e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192299 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -20727902.000000 Penalty: 6051.132324
	Iteration 31Q: 3 clusters Score -2.07279e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192736 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -20728200.000000 Penalty: 6051.132324
	Iteration 32Q: 3 clusters Score -2.07282e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193137 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -20728444.000000 Penalty: 6051.132324
	Iteration 33Q: 3 clusters Score -2.072844e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193497 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -20728532.000000 Penalty: 6051.132324
	Iteration 34Q: 3 clusters Score -2.072853e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193814 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -20728598.000000 Penalty: 6051.132324
	Iteration 35Q: 3 clusters Score -2.07286e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194067 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -20728628.000000 Penalty: 6051.132324
	Iteration 36Q: 3 clusters Score -2.072863e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194301 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -20728732.000000 Penalty: 6051.132324
	Iteration 37Q: 3 clusters Score -2.072873e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194524 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -20728840.000000 Penalty: 6051.132324
	Iteration 38Q: 3 clusters Score -2.072884e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194740 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -20728970.000000 Penalty: 6051.132324
	Iteration 39Q: 3 clusters Score -2.072897e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194940 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -20729052.000000 Penalty: 6051.132324
	Iteration 40F: 3 clusters Score -2.072905e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195117 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -20729194.000000 Penalty: 6051.132324
	Iteration 41Q: 3 clusters Score -2.072919e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195251 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -20729246.000000 Penalty: 6051.132324
	Iteration 42Q: 3 clusters Score -2.072925e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195383 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -20729318.000000 Penalty: 6051.132324
	Iteration 43Q: 3 clusters Score -2.072932e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195518 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -20729382.000000 Penalty: 6051.132324
	Iteration 44Q: 3 clusters Score -2.072938e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195628 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -20729426.000000 Penalty: 6051.132324
	Iteration 45Q: 3 clusters Score -2.072943e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195726 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -20729454.000000 Penalty: 6051.132324
	Iteration 46Q: 3 clusters Score -2.072945e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195818 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -20729506.000000 Penalty: 6051.132324
	Iteration 47Q: 3 clusters Score -2.072951e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195905 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -20729578.000000 Penalty: 6051.132324
	Iteration 48Q: 3 clusters Score -2.072958e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195990 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -20729600.000000 Penalty: 6051.132324
	Iteration 49Q: 3 clusters Score -2.07296e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196067 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -20729638.000000 Penalty: 6051.132324
	Iteration 50Q: 3 clusters Score -2.072964e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196131 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -20729666.000000 Penalty: 6051.132324
	Iteration 51Q: 3 clusters Score -2.072967e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196184 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -20729672.000000 Penalty: 6051.132324
	Iteration 52Q: 3 clusters Score -2.072967e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196219 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -20729694.000000 Penalty: 6051.132324
	Iteration 53Q: 3 clusters Score -2.072969e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196258 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -20729708.000000 Penalty: 6051.132324
	Iteration 54Q: 3 clusters Score -2.072971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196283 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20729682.000000 Penalty: 6051.132324
	Iteration 55Q: 3 clusters Score -2.072968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196312 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -20729724.000000 Penalty: 6051.132324
	Iteration 56Q: 3 clusters Score -2.072972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196331 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -20729738.000000 Penalty: 6051.132324
	Iteration 57Q: 3 clusters Score -2.072974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196346 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -20729750.000000 Penalty: 6051.132324
	Iteration 58Q: 3 clusters Score -2.072975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196359 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -20729756.000000 Penalty: 6051.132324
	Iteration 59Q: 3 clusters Score -2.072976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196371 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -20729734.000000 Penalty: 6051.132324
	Iteration 60F: 3 clusters Score -2.072973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196382 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -20729764.000000 Penalty: 6051.132324
	Iteration 61Q: 3 clusters Score -2.072976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196389 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -20729770.000000 Penalty: 6051.132324
	Iteration 62Q: 3 clusters Score -2.072977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196397 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -20729758.000000 Penalty: 6051.132324
	Iteration 63Q: 3 clusters Score -2.072976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196404 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -20729774.000000 Penalty: 6051.132324
	Iteration 64Q: 3 clusters Score -2.072977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196413 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -20729766.000000 Penalty: 6051.132324
	Iteration 65Q: 3 clusters Score -2.072977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196422 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -20729774.000000 Penalty: 6051.132324
	Iteration 66Q: 3 clusters Score -2.072977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196426 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -20729788.000000 Penalty: 6051.132324
	Iteration 67Q: 3 clusters Score -2.072979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196432 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -20729786.000000 Penalty: 6051.132324
	Iteration 68Q: 3 clusters Score -2.072979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196440 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -20729776.000000 Penalty: 6051.132324
	Iteration 69Q: 3 clusters Score -2.072978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196446 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -20729782.000000 Penalty: 6051.132324
	Iteration 70Q: 3 clusters Score -2.072978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196460 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -20729790.000000 Penalty: 6051.132324
	Iteration 71Q: 3 clusters Score -2.072979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196474 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -20729800.000000 Penalty: 6051.132324
	Iteration 72Q: 3 clusters Score -2.07298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196476 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -20729810.000000 Penalty: 6051.132324
	Iteration 73Q: 3 clusters Score -2.072981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196480 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -20729818.000000 Penalty: 6051.132324
	Iteration 74Q: 3 clusters Score -2.072982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196488 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -20729820.000000 Penalty: 6051.132324
	Iteration 75Q: 3 clusters Score -2.072982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196490 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -20729816.000000 Penalty: 6051.132324
	Iteration 76Q: 3 clusters Score -2.072982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196494 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -20729812.000000 Penalty: 6051.132324
	Iteration 77Q: 3 clusters Score -2.072981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196499 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -20729822.000000 Penalty: 6051.132324
	Iteration 78Q: 3 clusters Score -2.072982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196503 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -20729824.000000 Penalty: 6051.132324
	Iteration 79Q: 3 clusters Score -2.072982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196510 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -20729852.000000 Penalty: 6051.132324
	Iteration 80F: 3 clusters Score -2.072985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196516 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -20729846.000000 Penalty: 6051.132324
	Iteration 81Q: 3 clusters Score -2.072985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196524 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -20729832.000000 Penalty: 6051.132324
	Iteration 82Q: 3 clusters Score -2.072983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196533 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -20729844.000000 Penalty: 6051.132324
	Iteration 83Q: 3 clusters Score -2.072984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196542 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -20729860.000000 Penalty: 6051.132324
	Iteration 84Q: 3 clusters Score -2.072986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196551 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -20729848.000000 Penalty: 6051.132324
	Iteration 85Q: 3 clusters Score -2.072985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196555 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20729850.000000 Penalty: 6051.132324
	Iteration 86Q: 3 clusters Score -2.072985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196559 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -20729844.000000 Penalty: 6051.132324
	Iteration 87Q: 3 clusters Score -2.072984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196564 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -20729850.000000 Penalty: 6051.132324
	Iteration 88Q: 3 clusters Score -2.072985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196572 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20729850.000000 Penalty: 6051.132324
	Iteration 89Q: 3 clusters Score -2.072985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196577 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -20729846.000000 Penalty: 6051.132324
	Iteration 90Q: 3 clusters Score -2.072985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196580 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20729850.000000 Penalty: 6051.132324
	Iteration 91Q: 3 clusters Score -2.072985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196587 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -20729854.000000 Penalty: 6051.132324
	Iteration 92Q: 3 clusters Score -2.072985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196592 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -20729856.000000 Penalty: 6051.132324
	Iteration 93Q: 3 clusters Score -2.072986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196597 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -20729856.000000 Penalty: 6051.132324
	Iteration 94Q: 3 clusters Score -2.072986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196605 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -20729876.000000 Penalty: 6051.132324
	Iteration 95Q: 3 clusters Score -2.072988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196609 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -20729870.000000 Penalty: 6051.132324
	Iteration 96Q: 3 clusters Score -2.072987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196611 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -20729870.000000 Penalty: 6051.132324
	Iteration 97Q: 3 clusters Score -2.072987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196614 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -20729878.000000 Penalty: 6051.132324
	Iteration 98Q: 3 clusters Score -2.072988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196616 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20729868.000000 Penalty: 6051.132324
	Iteration 99Q: 3 clusters Score -2.072987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196617 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -20729876.000000 Penalty: 6051.132324
	Iteration 100F: 3 clusters Score -2.072988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196619 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -20729874.000000 Penalty: 6051.132324
	Iteration 101Q: 3 clusters Score -2.072987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196621 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -20729862.000000 Penalty: 6051.132324
	Iteration 102Q: 3 clusters Score -2.072986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196623 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20729850.000000 Penalty: 6051.132324
	Iteration 103Q: 3 clusters Score -2.072985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196628 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20729864.000000 Penalty: 6051.132324
	Iteration 104Q: 3 clusters Score -2.072986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196634 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -20729858.000000 Penalty: 6051.132324
	Iteration 105Q: 3 clusters Score -2.072986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196637 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -20729862.000000 Penalty: 6051.132324
	Iteration 106Q: 3 clusters Score -2.072986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196637 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -20729862.000000 Penalty: 6051.132324
	Iteration 107F: 3 clusters Score -2.072986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Entering Unmasked Estep 
Score: -2892918.000000 Penalty: 2532.721924
	Iteration 0F: 2 clusters Score -2892918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2874254.250000 Penalty: 5065.443848
	Iteration 0F: 3 clusters Score -2874254 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2880706.250000 Penalty: 5065.443848
	Iteration 1F: 3 clusters Score -2880706 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2881276.500000 Penalty: 5065.443848
	Iteration 2F: 3 clusters Score -2881276 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2881874.500000 Penalty: 5065.443848
	Iteration 3F: 3 clusters Score -2881874 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2882681.000000 Penalty: 5065.443848
	Iteration 4F: 3 clusters Score -2882681 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2883861.250000 Penalty: 5065.443848
	Iteration 5F: 3 clusters Score -2883861 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2885667.750000 Penalty: 5065.443848
	Iteration 6F: 3 clusters Score -2885668 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2887835.000000 Penalty: 5065.443848
	Iteration 7F: 3 clusters Score -2887835 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2889628.000000 Penalty: 5065.443848
	Iteration 8F: 3 clusters Score -2889628 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2890693.750000 Penalty: 5065.443848
	Iteration 9Q: 3 clusters Score -2890694 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2891217.000000 Penalty: 5065.443848
	Iteration 10Q: 3 clusters Score -2891217 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2891419.000000 Penalty: 5065.443848
	Iteration 11Q: 3 clusters Score -2891419 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2891513.500000 Penalty: 5065.443848
	Iteration 12Q: 3 clusters Score -2891514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2891542.500000 Penalty: 5065.443848
	Iteration 13Q: 3 clusters Score -2891542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2891552.750000 Penalty: 5065.443848
	Iteration 14Q: 3 clusters Score -2891553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2891564.250000 Penalty: 5065.443848
	Iteration 15Q: 3 clusters Score -2891564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2891567.000000 Penalty: 5065.443848
	Iteration 16Q: 3 clusters Score -2891567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2891567.250000 Penalty: 5065.443848
	Iteration 17Q: 3 clusters Score -2891567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2891568.250000 Penalty: 5065.443848
	Iteration 18Q: 3 clusters Score -2891568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2891566.750000 Penalty: 5065.443848
	Iteration 19Q: 3 clusters Score -2891567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2891566.000000 Penalty: 5065.443848
	Iteration 20F: 3 clusters Score -2891566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2891571.000000 Penalty: 5065.443848
	Iteration 21Q: 3 clusters Score -2891571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2891569.000000 Penalty: 5065.443848
	Iteration 22Q: 3 clusters Score -2891569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2891569.000000 Penalty: 5065.443848
	Iteration 23F: 3 clusters Score -2891569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228171 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 62208 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 7 contains 34167 members 
Mstep: Class 8 contains 14731 members 
Mstep: Class 9 contains 6659 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38434 members 
Mstep: Class 16 contains 36459 members 
Mstep: Class 17 contains 21721 members 
Mstep: Class 18 contains 198762 members 
Mstep: Class 20 contains 27244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063864.000000 Penalty: 43306.667969
Iteration 79Q: 14 clusters Score -7.006386e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228155 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 62349 members 
Mstep: Class 4 contains 10616 members 
Mstep: Class 7 contains 34145 members 
Mstep: Class 8 contains 14736 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38440 members 
Mstep: Class 16 contains 36423 members 
Mstep: Class 17 contains 21717 members 
Mstep: Class 18 contains 198713 members 
Mstep: Class 20 contains 27222 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 14 clusters Score -7.006375e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228155 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 62500 members 
Mstep: Class 4 contains 10613 members 
Mstep: Class 7 contains 34120 members 
Mstep: Class 8 contains 14736 members 
Mstep: Class 9 contains 6659 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38443 members 
Mstep: Class 16 contains 36387 members 
Mstep: Class 17 contains 21709 members 
Mstep: Class 18 contains 198651 members 
Mstep: Class 20 contains 27204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 14 clusters Score -7.006387e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228168 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 62650 members 
Mstep: Class 4 contains 10609 members 
Mstep: Class 7 contains 34094 members 
Mstep: Class 8 contains 14729 members 
Mstep: Class 9 contains 6662 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38446 members 
Mstep: Class 16 contains 36362 members 
Mstep: Class 17 contains 21696 members 
Mstep: Class 18 contains 198577 members 
Mstep: Class 20 contains 27184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 14 clusters Score -7.006386e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228174 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 62791 members 
Mstep: Class 4 contains 10607 members 
Mstep: Class 7 contains 34074 members 
Mstep: Class 8 contains 14719 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38449 members 
Mstep: Class 16 contains 36337 members 
Mstep: Class 17 contains 21692 members 
Mstep: Class 18 contains 198507 members 
Mstep: Class 20 contains 27166 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 14 clusters Score -7.006381e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228171 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 62928 members 
Mstep: Class 4 contains 10603 members 
Mstep: Class 7 contains 34053 members 
Mstep: Class 8 contains 14715 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38454 members 
Mstep: Class 16 contains 36320 members 
Mstep: Class 17 contains 21684 members 
Mstep: Class 18 contains 198432 members 
Mstep: Class 20 contains 27154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 14 clusters Score -7.006377e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228159 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63062 members 
Mstep: Class 4 contains 10599 members 
Mstep: Class 7 contains 34039 members 
Mstep: Class 8 contains 14706 members 
Mstep: Class 9 contains 6668 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38461 members 
Mstep: Class 16 contains 36303 members 
Mstep: Class 17 contains 21675 members 
Mstep: Class 18 contains 198360 members 
Mstep: Class 20 contains 27145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 14 clusters Score -7.006367e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228149 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63178 members 
Mstep: Class 4 contains 10597 members 
Mstep: Class 7 contains 34024 members 
Mstep: Class 8 contains 14701 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38465 members 
Mstep: Class 16 contains 36287 members 
Mstep: Class 17 contains 21663 members 
Mstep: Class 18 contains 198305 members 
Mstep: Class 20 contains 27139 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 14 clusters Score -7.006358e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228135 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63306 members 
Mstep: Class 4 contains 10593 members 
Mstep: Class 7 contains 34008 members 
Mstep: Class 8 contains 14700 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38471 members 
Mstep: Class 16 contains 36275 members 
Mstep: Class 17 contains 21650 members 
Mstep: Class 18 contains 198240 members 
Mstep: Class 20 contains 27130 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 14 clusters Score -7.006365e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228118 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63432 members 
Mstep: Class 4 contains 10588 members 
Mstep: Class 7 contains 34000 members 
Mstep: Class 8 contains 14697 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38478 members 
Mstep: Class 16 contains 36257 members 
Mstep: Class 17 contains 21646 members 
Mstep: Class 18 contains 198173 members 
Mstep: Class 20 contains 27122 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 14 clusters Score -7.006358e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228128 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63542 members 
Mstep: Class 4 contains 10584 members 
Mstep: Class 7 contains 33984 members 
Mstep: Class 8 contains 14697 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38484 members 
Mstep: Class 16 contains 36225 members 
Mstep: Class 17 contains 21644 members 
Mstep: Class 18 contains 198108 members 
Mstep: Class 20 contains 27118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 14 clusters Score -7.006355e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228144 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63656 members 
Mstep: Class 4 contains 10581 members 
Mstep: Class 7 contains 33971 members 
Mstep: Class 8 contains 14695 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38485 members 
Mstep: Class 16 contains 36197 members 
Mstep: Class 17 contains 21639 members 
Mstep: Class 18 contains 198034 members 
Mstep: Class 20 contains 27112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063536.000000 Penalty: 43306.667969
Iteration 90Q: 14 clusters Score -7.006354e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228145 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63775 members 
Mstep: Class 4 contains 10575 members 
Mstep: Class 7 contains 33957 members 
Mstep: Class 8 contains 14697 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38489 members 
Mstep: Class 16 contains 36167 members 
Mstep: Class 17 contains 21628 members 
Mstep: Class 18 contains 197973 members 
Mstep: Class 20 contains 27110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063520.000000 Penalty: 43306.667969
Iteration 91Q: 14 clusters Score -7.006352e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228152 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63893 members 
Mstep: Class 4 contains 10571 members 
Mstep: Class 7 contains 33949 members 
Mstep: Class 8 contains 14700 members 
Mstep: Class 9 contains 6662 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38490 members 
Mstep: Class 16 contains 36144 members 
Mstep: Class 17 contains 21624 members 
Mstep: Class 18 contains 197891 members 
Mstep: Class 20 contains 27101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063416.000000 Penalty: 43306.667969
Iteration 92Q: 14 clusters Score -7.006342e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228162 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 63991 members 
Mstep: Class 4 contains 10567 members 
Mstep: Class 7 contains 33940 members 
Mstep: Class 8 contains 14703 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38495 members 
Mstep: Class 16 contains 36122 members 
Mstep: Class 17 contains 21621 members 
Mstep: Class 18 contains 197815 members 
Mstep: Class 20 contains 27098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063400.000000 Penalty: 43306.667969
Iteration 93Q: 14 clusters Score -7.00634e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228168 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64085 members 
Mstep: Class 4 contains 10562 members 
Mstep: Class 7 contains 33929 members 
Mstep: Class 8 contains 14704 members 
Mstep: Class 9 contains 6665 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38499 members 
Mstep: Class 16 contains 36104 members 
Mstep: Class 17 contains 21618 members 
Mstep: Class 18 contains 197754 members 
Mstep: Class 20 contains 27089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063576.000000 Penalty: 43306.667969
Iteration 94Q: 14 clusters Score -7.006358e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228165 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64175 members 
Mstep: Class 4 contains 10554 members 
Mstep: Class 7 contains 33920 members 
Mstep: Class 8 contains 14704 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38510 members 
Mstep: Class 16 contains 36090 members 
Mstep: Class 17 contains 21615 members 
Mstep: Class 18 contains 197693 members 
Mstep: Class 20 contains 27087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063424.000000 Penalty: 43306.667969
Iteration 95Q: 14 clusters Score -7.006342e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228162 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64277 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 7 contains 33910 members 
Mstep: Class 8 contains 14697 members 
Mstep: Class 9 contains 6664 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38518 members 
Mstep: Class 16 contains 36075 members 
Mstep: Class 17 contains 21609 members 
Mstep: Class 18 contains 197635 members 
Mstep: Class 20 contains 27083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063576.000000 Penalty: 43306.667969
Iteration 96Q: 14 clusters Score -7.006358e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228153 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64387 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 7 contains 33900 members 
Mstep: Class 8 contains 14691 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38531 members 
Mstep: Class 16 contains 36050 members 
Mstep: Class 17 contains 21605 members 
Mstep: Class 18 contains 197578 members 
Mstep: Class 20 contains 27080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063488.000000 Penalty: 43306.667969
Iteration 97Q: 14 clusters Score -7.006349e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228158 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64509 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 7 contains 33888 members 
Mstep: Class 8 contains 14689 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38536 members 
Mstep: Class 16 contains 36017 members 
Mstep: Class 17 contains 21599 members 
Mstep: Class 18 contains 197507 members 
Mstep: Class 20 contains 27077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063512.000000 Penalty: 43306.667969
Iteration 98Q: 14 clusters Score -7.006351e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228176 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64618 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 14686 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38541 members 
Mstep: Class 16 contains 35991 members 
Mstep: Class 17 contains 21593 members 
Mstep: Class 18 contains 197438 members 
Mstep: Class 20 contains 27074 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 14 clusters Score -7.00636e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228195 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64722 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 7 contains 33861 members 
Mstep: Class 8 contains 14682 members 
Mstep: Class 9 contains 6653 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38544 members 
Mstep: Class 16 contains 35960 members 
Mstep: Class 17 contains 21589 members 
Mstep: Class 18 contains 197377 members 
Mstep: Class 20 contains 27068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063560.000000 Penalty: 43306.667969
Iteration 100F: 14 clusters Score -7.006356e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228216 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64826 members 
Mstep: Class 4 contains 10522 members 
Mstep: Class 7 contains 33857 members 
Mstep: Class 8 contains 14679 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38545 members 
Mstep: Class 16 contains 35929 members 
Mstep: Class 17 contains 21587 members 
Mstep: Class 18 contains 197301 members 
Mstep: Class 20 contains 27063 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 14 clusters Score -7.006356e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228250 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 64922 members 
Mstep: Class 4 contains 10516 members 
Mstep: Class 7 contains 33848 members 
Mstep: Class 8 contains 14674 members 
Mstep: Class 9 contains 6655 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38548 members 
Mstep: Class 16 contains 35892 members 
Mstep: Class 17 contains 21581 members 
Mstep: Class 18 contains 197234 members 
Mstep: Class 20 contains 27057 members 
Entering Unmasked Estep 
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Iteration 102Q: 14 clusters Score -7.006354e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228259 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65024 members 
Mstep: Class 4 contains 10511 members 
Mstep: Class 7 contains 33842 members 
Mstep: Class 8 contains 14669 members 
Mstep: Class 9 contains 6663 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38550 members 
Mstep: Class 16 contains 35862 members 
Mstep: Class 17 contains 21570 members 
Mstep: Class 18 contains 197180 members 
Mstep: Class 20 contains 27047 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 14 clusters Score -7.006348e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228257 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65116 members 
Mstep: Class 4 contains 10504 members 
Mstep: Class 7 contains 33833 members 
Mstep: Class 8 contains 14669 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38555 members 
Mstep: Class 16 contains 35823 members 
Mstep: Class 17 contains 21559 members 
Mstep: Class 18 contains 197152 members 
Mstep: Class 20 contains 27036 members 
Entering Unmasked Estep 
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Iteration 104Q: 14 clusters Score -7.006354e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228252 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65211 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 7 contains 33823 members 
Mstep: Class 8 contains 14665 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38559 members 
Mstep: Class 16 contains 35790 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 197124 members 
Mstep: Class 20 contains 27026 members 
Entering Unmasked Estep 
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Iteration 105Q: 14 clusters Score -7.006361e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228246 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65291 members 
Mstep: Class 4 contains 10492 members 
Mstep: Class 7 contains 33813 members 
Mstep: Class 8 contains 14661 members 
Mstep: Class 9 contains 6680 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38563 members 
Mstep: Class 16 contains 35760 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 197097 members 
Mstep: Class 20 contains 27021 members 
Entering Unmasked Estep 
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Iteration 106Q: 14 clusters Score -7.006368e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228252 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65387 members 
Mstep: Class 4 contains 10489 members 
Mstep: Class 7 contains 33802 members 
Mstep: Class 8 contains 14655 members 
Mstep: Class 9 contains 6684 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38568 members 
Mstep: Class 16 contains 35727 members 
Mstep: Class 17 contains 21548 members 
Mstep: Class 18 contains 197052 members 
Mstep: Class 20 contains 27013 members 
Entering Unmasked Estep 
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Iteration 107Q: 14 clusters Score -7.006359e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228249 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65479 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 7 contains 33793 members 
Mstep: Class 8 contains 14654 members 
Mstep: Class 9 contains 6685 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38572 members 
Mstep: Class 16 contains 35694 members 
Mstep: Class 17 contains 21548 members 
Mstep: Class 18 contains 197014 members 
Mstep: Class 20 contains 27003 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 14 clusters Score -7.006371e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228259 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65568 members 
Mstep: Class 4 contains 10480 members 
Mstep: Class 7 contains 33781 members 
Mstep: Class 8 contains 14653 members 
Mstep: Class 9 contains 6687 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38581 members 
Mstep: Class 16 contains 35679 members 
Mstep: Class 17 contains 21543 members 
Mstep: Class 18 contains 196957 members 
Mstep: Class 20 contains 26989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063608.000000 Penalty: 43306.667969
Iteration 109Q: 14 clusters Score -7.006361e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228265 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65667 members 
Mstep: Class 4 contains 10471 members 
Mstep: Class 7 contains 33772 members 
Mstep: Class 8 contains 14656 members 
Mstep: Class 9 contains 6688 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38594 members 
Mstep: Class 16 contains 35661 members 
Mstep: Class 17 contains 21539 members 
Mstep: Class 18 contains 196884 members 
Mstep: Class 20 contains 26980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063672.000000 Penalty: 43306.667969
Iteration 110Q: 14 clusters Score -7.006367e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228272 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65781 members 
Mstep: Class 4 contains 10466 members 
Mstep: Class 7 contains 33763 members 
Mstep: Class 8 contains 14653 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38604 members 
Mstep: Class 16 contains 35644 members 
Mstep: Class 17 contains 21535 members 
Mstep: Class 18 contains 196793 members 
Mstep: Class 20 contains 26972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063616.000000 Penalty: 43306.667969
Iteration 111Q: 14 clusters Score -7.006362e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228279 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65888 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 7 contains 33756 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 6698 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38606 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 21530 members 
Mstep: Class 18 contains 196724 members 
Mstep: Class 20 contains 26960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063608.000000 Penalty: 43306.667969
Iteration 112Q: 14 clusters Score -7.006361e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228288 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 65988 members 
Mstep: Class 4 contains 10455 members 
Mstep: Class 7 contains 33752 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 6702 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 15 contains 38609 members 
Mstep: Class 16 contains 35601 members 
Mstep: Class 17 contains 21523 members 
Mstep: Class 18 contains 196661 members 
Mstep: Class 20 contains 26951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063632.000000 Penalty: 43306.667969
Iteration 113Q: 14 clusters Score -7.006363e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228296 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66093 members 
Mstep: Class 4 contains 10450 members 
Mstep: Class 7 contains 33745 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38614 members 
Mstep: Class 16 contains 35571 members 
Mstep: Class 17 contains 21517 members 
Mstep: Class 18 contains 196599 members 
Mstep: Class 20 contains 26943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063680.000000 Penalty: 43306.667969
Iteration 114Q: 14 clusters Score -7.006368e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228295 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66196 members 
Mstep: Class 4 contains 10443 members 
Mstep: Class 7 contains 33732 members 
Mstep: Class 8 contains 14639 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38621 members 
Mstep: Class 16 contains 35556 members 
Mstep: Class 17 contains 21509 members 
Mstep: Class 18 contains 196544 members 
Mstep: Class 20 contains 26934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063656.000000 Penalty: 43306.667969
Iteration 115Q: 14 clusters Score -7.006366e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228297 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66297 members 
Mstep: Class 4 contains 10436 members 
Mstep: Class 7 contains 33723 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38632 members 
Mstep: Class 16 contains 35538 members 
Mstep: Class 17 contains 21505 members 
Mstep: Class 18 contains 196478 members 
Mstep: Class 20 contains 26923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063728.000000 Penalty: 43306.667969
Iteration 116Q: 14 clusters Score -7.006373e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228294 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66387 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 7 contains 33715 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38635 members 
Mstep: Class 16 contains 35516 members 
Mstep: Class 17 contains 21502 members 
Mstep: Class 18 contains 196423 members 
Mstep: Class 20 contains 26912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063744.000000 Penalty: 43306.667969
Iteration 117Q: 14 clusters Score -7.006374e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228290 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66478 members 
Mstep: Class 4 contains 10429 members 
Mstep: Class 7 contains 33704 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 6733 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38633 members 
Mstep: Class 16 contains 35487 members 
Mstep: Class 17 contains 21502 members 
Mstep: Class 18 contains 196387 members 
Mstep: Class 20 contains 26897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063688.000000 Penalty: 43306.667969
Iteration 118Q: 14 clusters Score -7.006369e+07 nChanged 194
Entering ConstructFrom: 
Score: -70063688.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (228282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228282 members 
Entering Unmasked Estep 
Score: -23863022.000000 Penalty: 3059.907471
	Iteration 0F: 2 clusters Score -2.386302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -23724540.000000 Penalty: 6119.814941
	Iteration 0F: 3 clusters Score -2.372454e+07 nChanged 109976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118997 members 
Mstep: Class 2 contains 109285 members 
Entering Unmasked Estep 
Score: -23789458.000000 Penalty: 6119.814941
	Iteration 1F: 3 clusters Score -2.378946e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121879 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -23790522.000000 Penalty: 6119.814941
	Iteration 2Q: 3 clusters Score -2.379052e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126389 members 
Mstep: Class 2 contains 101893 members 
Entering Unmasked Estep 
Score: -23791892.000000 Penalty: 6119.814941
	Iteration 3Q: 3 clusters Score -2.379189e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133308 members 
Mstep: Class 2 contains 94974 members 
Entering Unmasked Estep 
Score: -23794454.000000 Penalty: 6119.814941
	Iteration 4Q: 3 clusters Score -2.379445e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 84624 members 
Entering Unmasked Estep 
Score: -23798704.000000 Penalty: 6119.814941
	Iteration 5Q: 3 clusters Score -2.37987e+07 nChanged 15136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158546 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -23807724.000000 Penalty: 6119.814941
	Iteration 6F: 3 clusters Score -2.380772e+07 nChanged 19692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178178 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -23822730.000000 Penalty: 6119.814941
	Iteration 7F: 3 clusters Score -2.382273e+07 nChanged 21121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199291 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -23842350.000000 Penalty: 6119.814941
	Iteration 8F: 3 clusters Score -2.384235e+07 nChanged 16582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215871 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -23852894.000000 Penalty: 6119.814941
	Iteration 9F: 3 clusters Score -2.385289e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223747 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -23857606.000000 Penalty: 6119.814941
	Iteration 10Q: 3 clusters Score -2.385761e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226423 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -23859118.000000 Penalty: 6119.814941
	Iteration 11Q: 3 clusters Score -2.385912e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227266 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23859770.000000 Penalty: 6119.814941
	Iteration 12Q: 3 clusters Score -2.385977e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227554 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -23859952.000000 Penalty: 6119.814941
	Iteration 13Q: 3 clusters Score -2.385995e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227671 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -23860100.000000 Penalty: 6119.814941
	Iteration 14Q: 3 clusters Score -2.38601e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227714 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -23860174.000000 Penalty: 6119.814941
	Iteration 15Q: 3 clusters Score -2.386017e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227732 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -23860240.000000 Penalty: 6119.814941
	Iteration 16Q: 3 clusters Score -2.386024e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227726 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -23860278.000000 Penalty: 6119.814941
	Iteration 17Q: 3 clusters Score -2.386028e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227721 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -23860326.000000 Penalty: 6119.814941
	Iteration 18Q: 3 clusters Score -2.386033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227733 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -23860346.000000 Penalty: 6119.814941
	Iteration 19Q: 3 clusters Score -2.386035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227735 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -23860346.000000 Penalty: 6119.814941
	Iteration 20F: 3 clusters Score -2.386035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227737 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -23860368.000000 Penalty: 6119.814941
	Iteration 21Q: 3 clusters Score -2.386037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -23860380.000000 Penalty: 6119.814941
	Iteration 22Q: 3 clusters Score -2.386038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227744 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -23860396.000000 Penalty: 6119.814941
	Iteration 23Q: 3 clusters Score -2.38604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227745 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -23860394.000000 Penalty: 6119.814941
	Iteration 24Q: 3 clusters Score -2.386039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227746 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -23860408.000000 Penalty: 6119.814941
	Iteration 25Q: 3 clusters Score -2.386041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227745 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -23860424.000000 Penalty: 6119.814941
	Iteration 26Q: 3 clusters Score -2.386042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227747 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -23860424.000000 Penalty: 6119.814941
	Iteration 27Q: 3 clusters Score -2.386042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227746 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -23860420.000000 Penalty: 6119.814941
	Iteration 28Q: 3 clusters Score -2.386042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227746 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -23860420.000000 Penalty: 6119.814941
	Iteration 29F: 3 clusters Score -2.386042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75083.914062 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75083.91 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -75499.281250 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75499.28 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75774.968750 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75774.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -76106.125000 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -76106.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -76393.515625 Penalty: 3337.992676
	Iteration 4F: 3 clusters Score -76393.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -76579.414062 Penalty: 3337.992676
	Iteration 5F: 3 clusters Score -76579.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -76716.031250 Penalty: 3337.992676
	Iteration 6F: 3 clusters Score -76716.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -76800.023438 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -76800.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -76874.039062 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -76874.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -76920.187500 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -76920.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -76934.492188 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -76934.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -76936.226562 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -76936.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -76936.226562 Penalty: 3337.992676
	Iteration 12F: 3 clusters Score -76936.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228282 members 
Mstep: Class 2 contains 135 members 
Mstep: Class 3 contains 66571 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 7 contains 33690 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38637 members 
Mstep: Class 16 contains 35466 members 
Mstep: Class 17 contains 21502 members 
Mstep: Class 18 contains 196344 members 
Mstep: Class 20 contains 26887 members 
Entering Unmasked Estep 
Score: -70062176.000000 Penalty: 46637.949219
Splitting cluster 2 changes total score from -70063688.000000 to -70062176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (66571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Entering Unmasked Estep 
Score: -7031052.500000 Penalty: 2754.294189
	Iteration 0F: 2 clusters Score -7031052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -6986232.000000 Penalty: 5508.588379
	Iteration 0F: 3 clusters Score -6986232 nChanged 31036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -7003830.000000 Penalty: 5508.588379
	Iteration 1F: 3 clusters Score -7003830 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -7004573.000000 Penalty: 5508.588379
	Iteration 2Q: 3 clusters Score -7004573 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -7005453.000000 Penalty: 5508.588379
	Iteration 3Q: 3 clusters Score -7005453 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -7006492.000000 Penalty: 5508.588379
	Iteration 4Q: 3 clusters Score -7006492 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -7007735.500000 Penalty: 5508.588379
	Iteration 5Q: 3 clusters Score -7007736 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -7009413.000000 Penalty: 5508.588379
	Iteration 6Q: 3 clusters Score -7009413 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -7011569.000000 Penalty: 5508.588379
	Iteration 7Q: 3 clusters Score -7011569 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -7013948.500000 Penalty: 5508.588379
	Iteration 8F: 3 clusters Score -7013948 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48775 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -7016477.500000 Penalty: 5508.588379
	Iteration 9F: 3 clusters Score -7016478 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7018874.500000 Penalty: 5508.588379
	Iteration 10Q: 3 clusters Score -7018874 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -7020906.000000 Penalty: 5508.588379
	Iteration 11Q: 3 clusters Score -7020906 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -7022414.000000 Penalty: 5508.588379
	Iteration 12Q: 3 clusters Score -7022414 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -7023484.500000 Penalty: 5508.588379
	Iteration 13Q: 3 clusters Score -7023484 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -7024338.500000 Penalty: 5508.588379
	Iteration 14Q: 3 clusters Score -7024338 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -7025097.500000 Penalty: 5508.588379
	Iteration 15Q: 3 clusters Score -7025098 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61429 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -7025779.500000 Penalty: 5508.588379
	Iteration 16Q: 3 clusters Score -7025780 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62417 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7026381.000000 Penalty: 5508.588379
	Iteration 17Q: 3 clusters Score -7026381 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7026950.500000 Penalty: 5508.588379
	Iteration 18Q: 3 clusters Score -7026950 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7027351.000000 Penalty: 5508.588379
	Iteration 19Q: 3 clusters Score -7027351 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64418 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7027672.000000 Penalty: 5508.588379
	Iteration 20F: 3 clusters Score -7027672 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64781 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7027874.000000 Penalty: 5508.588379
	Iteration 21Q: 3 clusters Score -7027874 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7028070.000000 Penalty: 5508.588379
	Iteration 22Q: 3 clusters Score -7028070 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65263 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7028238.000000 Penalty: 5508.588379
	Iteration 23Q: 3 clusters Score -7028238 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7028372.000000 Penalty: 5508.588379
	Iteration 24Q: 3 clusters Score -7028372 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7028469.000000 Penalty: 5508.588379
	Iteration 25Q: 3 clusters Score -7028469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7028508.500000 Penalty: 5508.588379
	Iteration 26Q: 3 clusters Score -7028508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7028558.500000 Penalty: 5508.588379
	Iteration 27Q: 3 clusters Score -7028558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7028595.000000 Penalty: 5508.588379
	Iteration 28Q: 3 clusters Score -7028595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7028605.000000 Penalty: 5508.588379
	Iteration 29Q: 3 clusters Score -7028605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65773 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7028618.000000 Penalty: 5508.588379
	Iteration 30Q: 3 clusters Score -7028618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7028641.500000 Penalty: 5508.588379
	Iteration 31Q: 3 clusters Score -7028642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7028656.500000 Penalty: 5508.588379
	Iteration 32Q: 3 clusters Score -7028656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7028667.500000 Penalty: 5508.588379
	Iteration 33Q: 3 clusters Score -7028668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65839 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7028672.500000 Penalty: 5508.588379
	Iteration 34Q: 3 clusters Score -7028672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7028670.000000 Penalty: 5508.588379
	Iteration 35Q: 3 clusters Score -7028670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7028682.500000 Penalty: 5508.588379
	Iteration 36Q: 3 clusters Score -7028682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7028684.500000 Penalty: 5508.588379
	Iteration 37Q: 3 clusters Score -7028684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7028686.000000 Penalty: 5508.588379
	Iteration 38Q: 3 clusters Score -7028686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7028688.500000 Penalty: 5508.588379
	Iteration 39Q: 3 clusters Score -7028688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7028688.000000 Penalty: 5508.588379
	Iteration 40F: 3 clusters Score -7028688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7028690.000000 Penalty: 5508.588379
	Iteration 41Q: 3 clusters Score -7028690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7028689.500000 Penalty: 5508.588379
	Iteration 42Q: 3 clusters Score -7028690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7028689.000000 Penalty: 5508.588379
	Iteration 43Q: 3 clusters Score -7028689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65863 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7028692.500000 Penalty: 5508.588379
	Iteration 44Q: 3 clusters Score -7028692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65865 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7028690.000000 Penalty: 5508.588379
	Iteration 45Q: 3 clusters Score -7028690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7028691.000000 Penalty: 5508.588379
	Iteration 46Q: 3 clusters Score -7028691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7028691.000000 Penalty: 5508.588379
	Iteration 47F: 3 clusters Score -7028691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Entering Unmasked Estep 
Score: -1043134.437500 Penalty: 2294.510498
	Iteration 0F: 2 clusters Score -1043134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1035141.062500 Penalty: 4589.020996
	Iteration 0F: 3 clusters Score -1035141 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1037513.250000 Penalty: 4589.020996
	Iteration 1F: 3 clusters Score -1037513 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1037876.687500 Penalty: 4589.020996
	Iteration 2F: 3 clusters Score -1037877 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1038292.000000 Penalty: 4589.020996
	Iteration 3F: 3 clusters Score -1038292 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1038788.375000 Penalty: 4589.020996
	Iteration 4F: 3 clusters Score -1038788 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1039365.250000 Penalty: 4589.020996
	Iteration 5F: 3 clusters Score -1039365 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1040081.812500 Penalty: 4589.020996
	Iteration 6F: 3 clusters Score -1040082 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1040946.687500 Penalty: 4589.020996
	Iteration 7F: 3 clusters Score -1040947 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1041576.437500 Penalty: 4589.020996
	Iteration 8F: 3 clusters Score -1041576 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1041881.062500 Penalty: 4589.020996
	Iteration 9Q: 3 clusters Score -1041881 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1042011.250000 Penalty: 4589.020996
	Iteration 10Q: 3 clusters Score -1042011 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1042059.437500 Penalty: 4589.020996
	Iteration 11Q: 3 clusters Score -1042059 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1042082.312500 Penalty: 4589.020996
	Iteration 12Q: 3 clusters Score -1042082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1042094.625000 Penalty: 4589.020996
	Iteration 13Q: 3 clusters Score -1042095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1042100.750000 Penalty: 4589.020996
	Iteration 14Q: 3 clusters Score -1042101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1042102.625000 Penalty: 4589.020996
	Iteration 15Q: 3 clusters Score -1042103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1042106.500000 Penalty: 4589.020996
	Iteration 16Q: 3 clusters Score -1042106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1042107.937500 Penalty: 4589.020996
	Iteration 17Q: 3 clusters Score -1042108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1042108.750000 Penalty: 4589.020996
	Iteration 18Q: 3 clusters Score -1042109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1042110.000000 Penalty: 4589.020996
	Iteration 19Q: 3 clusters Score -1042110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1042110.875000 Penalty: 4589.020996
	Iteration 20F: 3 clusters Score -1042111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1042111.562500 Penalty: 4589.020996
	Iteration 21Q: 3 clusters Score -1042112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1042112.437500 Penalty: 4589.020996
	Iteration 22Q: 3 clusters Score -1042112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1042114.062500 Penalty: 4589.020996
	Iteration 23Q: 3 clusters Score -1042114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1042114.187500 Penalty: 4589.020996
	Iteration 24Q: 3 clusters Score -1042114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1042116.125000 Penalty: 4589.020996
	Iteration 25Q: 3 clusters Score -1042116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1042116.125000 Penalty: 4589.020996
	Iteration 26F: 3 clusters Score -1042116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Entering Unmasked Estep 
Score: -3587390.500000 Penalty: 2585.389160
	Iteration 0F: 2 clusters Score -3587390 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 16902 members 
Entering Unmasked Estep 
Score: -3564447.250000 Penalty: 5170.778320
	Iteration 0F: 3 clusters Score -3564447 nChanged 15215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3572663.250000 Penalty: 5170.778320
	Iteration 1F: 3 clusters Score -3572663 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3573218.750000 Penalty: 5170.778320
	Iteration 2Q: 3 clusters Score -3573219 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3573922.000000 Penalty: 5170.778320
	Iteration 3Q: 3 clusters Score -3573922 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3574758.500000 Penalty: 5170.778320
	Iteration 4F: 3 clusters Score -3574758 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3575899.750000 Penalty: 5170.778320
	Iteration 5F: 3 clusters Score -3575900 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -3577379.500000 Penalty: 5170.778320
	Iteration 6F: 3 clusters Score -3577380 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3579244.000000 Penalty: 5170.778320
	Iteration 7F: 3 clusters Score -3579244 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3581259.500000 Penalty: 5170.778320
	Iteration 8F: 3 clusters Score -3581260 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3582746.000000 Penalty: 5170.778320
	Iteration 9F: 3 clusters Score -3582746 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3583484.250000 Penalty: 5170.778320
	Iteration 10Q: 3 clusters Score -3583484 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3583841.750000 Penalty: 5170.778320
	Iteration 11Q: 3 clusters Score -3583842 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3584050.750000 Penalty: 5170.778320
	Iteration 12Q: 3 clusters Score -3584051 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3584224.500000 Penalty: 5170.778320
	Iteration 13Q: 3 clusters Score -3584224 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -3584337.000000 Penalty: 5170.778320
	Iteration 14Q: 3 clusters Score -3584337 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3584425.500000 Penalty: 5170.778320
	Iteration 15Q: 3 clusters Score -3584426 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3584465.500000 Penalty: 5170.778320
	Iteration 16Q: 3 clusters Score -3584466 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3584538.750000 Penalty: 5170.778320
	Iteration 17Q: 3 clusters Score -3584539 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3584586.750000 Penalty: 5170.778320
	Iteration 18Q: 3 clusters Score -3584587 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3584637.500000 Penalty: 5170.778320
	Iteration 19Q: 3 clusters Score -3584638 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3584689.500000 Penalty: 5170.778320
	Iteration 20F: 3 clusters Score -3584690 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -3584734.000000 Penalty: 5170.778320
	Iteration 21Q: 3 clusters Score -3584734 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3584764.000000 Penalty: 5170.778320
	Iteration 22Q: 3 clusters Score -3584764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3584798.750000 Penalty: 5170.778320
	Iteration 23Q: 3 clusters Score -3584799 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3584821.500000 Penalty: 5170.778320
	Iteration 24Q: 3 clusters Score -3584822 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -3584831.250000 Penalty: 5170.778320
	Iteration 25Q: 3 clusters Score -3584831 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3584861.250000 Penalty: 5170.778320
	Iteration 26Q: 3 clusters Score -3584861 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3584897.250000 Penalty: 5170.778320
	Iteration 27Q: 3 clusters Score -3584897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3584923.000000 Penalty: 5170.778320
	Iteration 28Q: 3 clusters Score -3584923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3584946.500000 Penalty: 5170.778320
	Iteration 29Q: 3 clusters Score -3584946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3584953.000000 Penalty: 5170.778320
	Iteration 30Q: 3 clusters Score -3584953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3584954.000000 Penalty: 5170.778320
	Iteration 31Q: 3 clusters Score -3584954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3584965.750000 Penalty: 5170.778320
	Iteration 32Q: 3 clusters Score -3584966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3584968.250000 Penalty: 5170.778320
	Iteration 33Q: 3 clusters Score -3584968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3584973.000000 Penalty: 5170.778320
	Iteration 34Q: 3 clusters Score -3584973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -3584978.250000 Penalty: 5170.778320
	Iteration 35Q: 3 clusters Score -3584978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3584997.250000 Penalty: 5170.778320
	Iteration 36Q: 3 clusters Score -3584997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3585004.750000 Penalty: 5170.778320
	Iteration 37Q: 3 clusters Score -3585005 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -3585009.750000 Penalty: 5170.778320
	Iteration 38Q: 3 clusters Score -3585010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3585021.000000 Penalty: 5170.778320
	Iteration 39Q: 3 clusters Score -3585021 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3585029.750000 Penalty: 5170.778320
	Iteration 40F: 3 clusters Score -3585030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3585039.750000 Penalty: 5170.778320
	Iteration 41Q: 3 clusters Score -3585040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3585051.000000 Penalty: 5170.778320
	Iteration 42Q: 3 clusters Score -3585051 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3585061.500000 Penalty: 5170.778320
	Iteration 43Q: 3 clusters Score -3585062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -3585075.750000 Penalty: 5170.778320
	Iteration 44Q: 3 clusters Score -3585076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -3585093.750000 Penalty: 5170.778320
	Iteration 45Q: 3 clusters Score -3585094 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3585108.750000 Penalty: 5170.778320
	Iteration 46Q: 3 clusters Score -3585109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3585134.500000 Penalty: 5170.778320
	Iteration 47Q: 3 clusters Score -3585134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3585153.750000 Penalty: 5170.778320
	Iteration 48Q: 3 clusters Score -3585154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -3585161.250000 Penalty: 5170.778320
	Iteration 49Q: 3 clusters Score -3585161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -3585173.750000 Penalty: 5170.778320
	Iteration 50Q: 3 clusters Score -3585174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3585193.250000 Penalty: 5170.778320
	Iteration 51Q: 3 clusters Score -3585193 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -3585208.750000 Penalty: 5170.778320
	Iteration 52Q: 3 clusters Score -3585209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3585231.750000 Penalty: 5170.778320
	Iteration 53Q: 3 clusters Score -3585232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3585247.500000 Penalty: 5170.778320
	Iteration 54Q: 3 clusters Score -3585248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -3585262.500000 Penalty: 5170.778320
	Iteration 55Q: 3 clusters Score -3585262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3585262.250000 Penalty: 5170.778320
	Iteration 56Q: 3 clusters Score -3585262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -3585277.500000 Penalty: 5170.778320
	Iteration 57Q: 3 clusters Score -3585278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3585282.000000 Penalty: 5170.778320
	Iteration 58Q: 3 clusters Score -3585282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3585294.500000 Penalty: 5170.778320
	Iteration 59Q: 3 clusters Score -3585294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -3585301.500000 Penalty: 5170.778320
	Iteration 60F: 3 clusters Score -3585302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3585311.000000 Penalty: 5170.778320
	Iteration 61Q: 3 clusters Score -3585311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -3585322.500000 Penalty: 5170.778320
	Iteration 62Q: 3 clusters Score -3585322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -3585324.000000 Penalty: 5170.778320
	Iteration 63Q: 3 clusters Score -3585324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -3585328.750000 Penalty: 5170.778320
	Iteration 64Q: 3 clusters Score -3585329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3585335.000000 Penalty: 5170.778320
	Iteration 65Q: 3 clusters Score -3585335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -3585335.250000 Penalty: 5170.778320
	Iteration 66Q: 3 clusters Score -3585335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3585342.750000 Penalty: 5170.778320
	Iteration 67Q: 3 clusters Score -3585343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -3585342.250000 Penalty: 5170.778320
	Iteration 68Q: 3 clusters Score -3585342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -3585358.500000 Penalty: 5170.778320
	Iteration 69Q: 3 clusters Score -3585358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3585357.750000 Penalty: 5170.778320
	Iteration 70Q: 3 clusters Score -3585358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -3585360.250000 Penalty: 5170.778320
	Iteration 71Q: 3 clusters Score -3585360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -3585363.250000 Penalty: 5170.778320
	Iteration 72Q: 3 clusters Score -3585363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -3585364.250000 Penalty: 5170.778320
	Iteration 73Q: 3 clusters Score -3585364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -3585363.000000 Penalty: 5170.778320
	Iteration 74Q: 3 clusters Score -3585363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -3585368.250000 Penalty: 5170.778320
	Iteration 75Q: 3 clusters Score -3585368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3585372.500000 Penalty: 5170.778320
	Iteration 76Q: 3 clusters Score -3585372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -3585381.250000 Penalty: 5170.778320
	Iteration 77Q: 3 clusters Score -3585381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3585390.250000 Penalty: 5170.778320
	Iteration 78Q: 3 clusters Score -3585390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3585393.750000 Penalty: 5170.778320
	Iteration 79Q: 3 clusters Score -3585394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -3585404.500000 Penalty: 5170.778320
	Iteration 80F: 3 clusters Score -3585404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -3585409.250000 Penalty: 5170.778320
	Iteration 81Q: 3 clusters Score -3585409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -3585410.250000 Penalty: 5170.778320
	Iteration 82Q: 3 clusters Score -3585410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -3585407.750000 Penalty: 5170.778320
	Iteration 83Q: 3 clusters Score -3585408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -3585408.000000 Penalty: 5170.778320
	Iteration 84Q: 3 clusters Score -3585408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3585418.750000 Penalty: 5170.778320
	Iteration 85Q: 3 clusters Score -3585419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -3585418.000000 Penalty: 5170.778320
	Iteration 86Q: 3 clusters Score -3585418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -3585416.500000 Penalty: 5170.778320
	Iteration 87Q: 3 clusters Score -3585416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3585418.750000 Penalty: 5170.778320
	Iteration 88Q: 3 clusters Score -3585419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3585416.500000 Penalty: 5170.778320
	Iteration 89Q: 3 clusters Score -3585416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -3585415.000000 Penalty: 5170.778320
	Iteration 90Q: 3 clusters Score -3585415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3585418.750000 Penalty: 5170.778320
	Iteration 91Q: 3 clusters Score -3585419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3585416.500000 Penalty: 5170.778320
	Iteration 92Q: 3 clusters Score -3585416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -3585421.000000 Penalty: 5170.778320
	Iteration 93Q: 3 clusters Score -3585421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -3585421.000000 Penalty: 5170.778320
	Iteration 94F: 3 clusters Score -3585421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Entering Unmasked Estep 
Score: -1514921.000000 Penalty: 2378.661377
	Iteration 0F: 2 clusters Score -1514921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1504255.375000 Penalty: 4757.322754
	Iteration 0F: 3 clusters Score -1504255 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1507702.625000 Penalty: 4757.322754
	Iteration 1F: 3 clusters Score -1507703 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1508153.250000 Penalty: 4757.322754
	Iteration 2F: 3 clusters Score -1508153 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1508603.750000 Penalty: 4757.322754
	Iteration 3F: 3 clusters Score -1508604 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1509153.750000 Penalty: 4757.322754
	Iteration 4F: 3 clusters Score -1509154 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1509848.750000 Penalty: 4757.322754
	Iteration 5F: 3 clusters Score -1509849 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1510768.750000 Penalty: 4757.322754
	Iteration 6F: 3 clusters Score -1510769 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1511776.625000 Penalty: 4757.322754
	Iteration 7F: 3 clusters Score -1511777 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1512551.250000 Penalty: 4757.322754
	Iteration 8F: 3 clusters Score -1512551 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1513110.750000 Penalty: 4757.322754
	Iteration 9Q: 3 clusters Score -1513111 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1513461.500000 Penalty: 4757.322754
	Iteration 10Q: 3 clusters Score -1513462 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1513643.250000 Penalty: 4757.322754
	Iteration 11Q: 3 clusters Score -1513643 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1513723.500000 Penalty: 4757.322754
	Iteration 12Q: 3 clusters Score -1513724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1513769.625000 Penalty: 4757.322754
	Iteration 13Q: 3 clusters Score -1513770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1513800.875000 Penalty: 4757.322754
	Iteration 14Q: 3 clusters Score -1513801 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1513829.500000 Penalty: 4757.322754
	Iteration 15Q: 3 clusters Score -1513830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1513847.875000 Penalty: 4757.322754
	Iteration 16Q: 3 clusters Score -1513848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1513851.875000 Penalty: 4757.322754
	Iteration 17Q: 3 clusters Score -1513852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1513859.875000 Penalty: 4757.322754
	Iteration 18Q: 3 clusters Score -1513860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1513862.750000 Penalty: 4757.322754
	Iteration 19Q: 3 clusters Score -1513863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1513864.500000 Penalty: 4757.322754
	Iteration 20F: 3 clusters Score -1513864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1513874.625000 Penalty: 4757.322754
	Iteration 21Q: 3 clusters Score -1513875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1513877.500000 Penalty: 4757.322754
	Iteration 22Q: 3 clusters Score -1513878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1513873.375000 Penalty: 4757.322754
	Iteration 23Q: 3 clusters Score -1513873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1513879.250000 Penalty: 4757.322754
	Iteration 24Q: 3 clusters Score -1513879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1513880.375000 Penalty: 4757.322754
	Iteration 25Q: 3 clusters Score -1513880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1513887.000000 Penalty: 4757.322754
	Iteration 26Q: 3 clusters Score -1513887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1513886.875000 Penalty: 4757.322754
	Iteration 27Q: 3 clusters Score -1513887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1513885.375000 Penalty: 4757.322754
	Iteration 28Q: 3 clusters Score -1513885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1513884.500000 Penalty: 4757.322754
	Iteration 29Q: 3 clusters Score -1513884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1513884.500000 Penalty: 4757.322754
	Iteration 30F: 3 clusters Score -1513884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -700093.875000 Penalty: 2186.211670
	Iteration 0F: 2 clusters Score -700093.9 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 3343 members 
Entering Unmasked Estep 
Score: -694425.125000 Penalty: 4372.423340
	Iteration 0F: 3 clusters Score -694425.1 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -695896.937500 Penalty: 4372.423340
	Iteration 1F: 3 clusters Score -695896.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -696167.062500 Penalty: 4372.423340
	Iteration 2F: 3 clusters Score -696167.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -696351.187500 Penalty: 4372.423340
	Iteration 3F: 3 clusters Score -696351.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -696472.312500 Penalty: 4372.423340
	Iteration 4Q: 3 clusters Score -696472.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -696577.562500 Penalty: 4372.423340
	Iteration 5Q: 3 clusters Score -696577.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -696678.062500 Penalty: 4372.423340
	Iteration 6Q: 3 clusters Score -696678.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -696775.562500 Penalty: 4372.423340
	Iteration 7Q: 3 clusters Score -696775.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -696872.437500 Penalty: 4372.423340
	Iteration 8Q: 3 clusters Score -696872.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -696972.562500 Penalty: 4372.423340
	Iteration 9Q: 3 clusters Score -696972.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -697089.875000 Penalty: 4372.423340
	Iteration 10Q: 3 clusters Score -697089.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -697214.562500 Penalty: 4372.423340
	Iteration 11Q: 3 clusters Score -697214.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -697351.937500 Penalty: 4372.423340
	Iteration 12Q: 3 clusters Score -697351.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -697504.062500 Penalty: 4372.423340
	Iteration 13Q: 3 clusters Score -697504.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -697643.562500 Penalty: 4372.423340
	Iteration 14Q: 3 clusters Score -697643.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -697760.562500 Penalty: 4372.423340
	Iteration 15Q: 3 clusters Score -697760.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -697870.625000 Penalty: 4372.423340
	Iteration 16Q: 3 clusters Score -697870.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -697969.812500 Penalty: 4372.423340
	Iteration 17Q: 3 clusters Score -697969.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -698065.062500 Penalty: 4372.423340
	Iteration 18Q: 3 clusters Score -698065.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -698142.562500 Penalty: 4372.423340
	Iteration 19Q: 3 clusters Score -698142.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -698197.500000 Penalty: 4372.423340
	Iteration 20F: 3 clusters Score -698197.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -698242.312500 Penalty: 4372.423340
	Iteration 21Q: 3 clusters Score -698242.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -698263.562500 Penalty: 4372.423340
	Iteration 22Q: 3 clusters Score -698263.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -698281.562500 Penalty: 4372.423340
	Iteration 23Q: 3 clusters Score -698281.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -698294.375000 Penalty: 4372.423340
	Iteration 24Q: 3 clusters Score -698294.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -698306.625000 Penalty: 4372.423340
	Iteration 25Q: 3 clusters Score -698306.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -698315.000000 Penalty: 4372.423340
	Iteration 26Q: 3 clusters Score -698315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -698324.750000 Penalty: 4372.423340
	Iteration 27Q: 3 clusters Score -698324.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -698334.625000 Penalty: 4372.423340
	Iteration 28Q: 3 clusters Score -698334.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -698341.125000 Penalty: 4372.423340
	Iteration 29Q: 3 clusters Score -698341.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -698351.562500 Penalty: 4372.423340
	Iteration 30Q: 3 clusters Score -698351.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -698357.125000 Penalty: 4372.423340
	Iteration 31Q: 3 clusters Score -698357.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -698364.125000 Penalty: 4372.423340
	Iteration 32Q: 3 clusters Score -698364.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -698369.562500 Penalty: 4372.423340
	Iteration 33Q: 3 clusters Score -698369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -698371.437500 Penalty: 4372.423340
	Iteration 34Q: 3 clusters Score -698371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -698373.875000 Penalty: 4372.423340
	Iteration 35Q: 3 clusters Score -698373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -698377.562500 Penalty: 4372.423340
	Iteration 36Q: 3 clusters Score -698377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -698382.375000 Penalty: 4372.423340
	Iteration 37Q: 3 clusters Score -698382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -698383.500000 Penalty: 4372.423340
	Iteration 38Q: 3 clusters Score -698383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -698383.500000 Penalty: 4372.423340
	Iteration 39F: 3 clusters Score -698383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -165845.500000 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -165845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -163460.140625 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -163460.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -164274.578125 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -164274.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -164724.750000 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -164724.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -165370.750000 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -165370.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -165786.093750 Penalty: 3730.304932
	Iteration 4F: 3 clusters Score -165786.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -166042.250000 Penalty: 3730.304932
	Iteration 5F: 3 clusters Score -166042.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -166250.593750 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -166250.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -166408.890625 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -166408.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -166544.796875 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -166544.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -166742.296875 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -166742.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -166821.203125 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -166821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -166849.328125 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -166849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -166852.968750 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -166853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -166854.156250 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -166854.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -166856.734375 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -166856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -166858.312500 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -166858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -166859.953125 Penalty: 3730.304932
	Iteration 16F: 3 clusters Score -166860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -166862.343750 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -166862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -166866.328125 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -166866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -166867.031250 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -166867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -166867.031250 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -166867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228282 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66571 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 5 contains 1491 members 
Mstep: Class 7 contains 33690 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 15 contains 38637 members 
Mstep: Class 16 contains 35466 members 
Mstep: Class 17 contains 21502 members 
Mstep: Class 18 contains 196344 members 
Mstep: Class 20 contains 26887 members 
Entering Unmasked Estep 
Score: -70063248.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70063688.000000 to -70063248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (38637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Entering Unmasked Estep 
Score: -3970359.500000 Penalty: 2619.367676
	Iteration 0F: 2 clusters Score -3970360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -3944216.000000 Penalty: 5238.735352
	Iteration 0F: 3 clusters Score -3944216 nChanged 17535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3953895.500000 Penalty: 5238.735352
	Iteration 1F: 3 clusters Score -3953896 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3954325.750000 Penalty: 5238.735352
	Iteration 2Q: 3 clusters Score -3954326 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3954645.750000 Penalty: 5238.735352
	Iteration 3Q: 3 clusters Score -3954646 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3954932.500000 Penalty: 5238.735352
	Iteration 4Q: 3 clusters Score -3954932 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3955177.000000 Penalty: 5238.735352
	Iteration 5Q: 3 clusters Score -3955177 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3955438.750000 Penalty: 5238.735352
	Iteration 6Q: 3 clusters Score -3955439 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3955785.250000 Penalty: 5238.735352
	Iteration 7Q: 3 clusters Score -3955785 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3956259.000000 Penalty: 5238.735352
	Iteration 8Q: 3 clusters Score -3956259 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3956908.750000 Penalty: 5238.735352
	Iteration 9Q: 3 clusters Score -3956909 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3957871.000000 Penalty: 5238.735352
	Iteration 10Q: 3 clusters Score -3957871 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3959197.250000 Penalty: 5238.735352
	Iteration 11Q: 3 clusters Score -3959197 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3960557.750000 Penalty: 5238.735352
	Iteration 12Q: 3 clusters Score -3960558 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3961743.000000 Penalty: 5238.735352
	Iteration 13Q: 3 clusters Score -3961743 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3962747.500000 Penalty: 5238.735352
	Iteration 14Q: 3 clusters Score -3962748 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3963499.750000 Penalty: 5238.735352
	Iteration 15Q: 3 clusters Score -3963500 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -3964125.000000 Penalty: 5238.735352
	Iteration 16Q: 3 clusters Score -3964125 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3964742.250000 Penalty: 5238.735352
	Iteration 17Q: 3 clusters Score -3964742 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -3965284.750000 Penalty: 5238.735352
	Iteration 18Q: 3 clusters Score -3965285 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -3965760.250000 Penalty: 5238.735352
	Iteration 19Q: 3 clusters Score -3965760 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -3966177.000000 Penalty: 5238.735352
	Iteration 20F: 3 clusters Score -3966177 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -3966490.750000 Penalty: 5238.735352
	Iteration 21Q: 3 clusters Score -3966491 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -3966806.750000 Penalty: 5238.735352
	Iteration 22Q: 3 clusters Score -3966807 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -3967056.500000 Penalty: 5238.735352
	Iteration 23Q: 3 clusters Score -3967056 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -3967241.750000 Penalty: 5238.735352
	Iteration 24Q: 3 clusters Score -3967242 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -3967378.500000 Penalty: 5238.735352
	Iteration 25Q: 3 clusters Score -3967378 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -3967537.750000 Penalty: 5238.735352
	Iteration 26Q: 3 clusters Score -3967538 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3967645.000000 Penalty: 5238.735352
	Iteration 27Q: 3 clusters Score -3967645 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -3967724.750000 Penalty: 5238.735352
	Iteration 28Q: 3 clusters Score -3967725 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -3967797.750000 Penalty: 5238.735352
	Iteration 29Q: 3 clusters Score -3967798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -3967836.750000 Penalty: 5238.735352
	Iteration 30Q: 3 clusters Score -3967837 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -3967866.250000 Penalty: 5238.735352
	Iteration 31Q: 3 clusters Score -3967866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -3967921.000000 Penalty: 5238.735352
	Iteration 32Q: 3 clusters Score -3967921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -3967947.500000 Penalty: 5238.735352
	Iteration 33Q: 3 clusters Score -3967948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -3967993.250000 Penalty: 5238.735352
	Iteration 34Q: 3 clusters Score -3967993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -3968024.750000 Penalty: 5238.735352
	Iteration 35Q: 3 clusters Score -3968025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -3968051.250000 Penalty: 5238.735352
	Iteration 36Q: 3 clusters Score -3968051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -3968070.000000 Penalty: 5238.735352
	Iteration 37Q: 3 clusters Score -3968070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -3968087.500000 Penalty: 5238.735352
	Iteration 38Q: 3 clusters Score -3968088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -3968100.750000 Penalty: 5238.735352
	Iteration 39Q: 3 clusters Score -3968101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3968126.500000 Penalty: 5238.735352
	Iteration 40F: 3 clusters Score -3968126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -3968134.750000 Penalty: 5238.735352
	Iteration 41Q: 3 clusters Score -3968135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -3968153.750000 Penalty: 5238.735352
	Iteration 42Q: 3 clusters Score -3968154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -3968157.000000 Penalty: 5238.735352
	Iteration 43Q: 3 clusters Score -3968157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -3968156.500000 Penalty: 5238.735352
	Iteration 44Q: 3 clusters Score -3968156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -3968165.500000 Penalty: 5238.735352
	Iteration 45Q: 3 clusters Score -3968166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -3968179.250000 Penalty: 5238.735352
	Iteration 46Q: 3 clusters Score -3968179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -3968188.000000 Penalty: 5238.735352
	Iteration 47Q: 3 clusters Score -3968188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -3968191.500000 Penalty: 5238.735352
	Iteration 48Q: 3 clusters Score -3968192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -3968196.500000 Penalty: 5238.735352
	Iteration 49Q: 3 clusters Score -3968196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -3968201.500000 Penalty: 5238.735352
	Iteration 50Q: 3 clusters Score -3968202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -3968201.500000 Penalty: 5238.735352
	Iteration 51Q: 3 clusters Score -3968202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -3968206.250000 Penalty: 5238.735352
	Iteration 52Q: 3 clusters Score -3968206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -3968205.750000 Penalty: 5238.735352
	Iteration 53Q: 3 clusters Score -3968206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -3968207.250000 Penalty: 5238.735352
	Iteration 54Q: 3 clusters Score -3968207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -3968207.250000 Penalty: 5238.735352
	Iteration 55F: 3 clusters Score -3968207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Entering Unmasked Estep 
Score: -3774783.250000 Penalty: 2598.129883
	Iteration 0F: 2 clusters Score -3774783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -3750654.750000 Penalty: 5196.259766
	Iteration 0F: 3 clusters Score -3750655 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3759403.250000 Penalty: 5196.259766
	Iteration 1F: 3 clusters Score -3759403 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3759917.750000 Penalty: 5196.259766
	Iteration 2Q: 3 clusters Score -3759918 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3760590.500000 Penalty: 5196.259766
	Iteration 3Q: 3 clusters Score -3760590 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3761399.750000 Penalty: 5196.259766
	Iteration 4Q: 3 clusters Score -3761400 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3762335.750000 Penalty: 5196.259766
	Iteration 5Q: 3 clusters Score -3762336 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3763510.500000 Penalty: 5196.259766
	Iteration 6F: 3 clusters Score -3763510 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3764940.500000 Penalty: 5196.259766
	Iteration 7F: 3 clusters Score -3764940 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3766503.750000 Penalty: 5196.259766
	Iteration 8F: 3 clusters Score -3766504 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3768009.000000 Penalty: 5196.259766
	Iteration 9F: 3 clusters Score -3768009 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3769351.000000 Penalty: 5196.259766
	Iteration 10Q: 3 clusters Score -3769351 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3770359.750000 Penalty: 5196.259766
	Iteration 11Q: 3 clusters Score -3770360 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3771105.250000 Penalty: 5196.259766
	Iteration 12Q: 3 clusters Score -3771105 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3771621.250000 Penalty: 5196.259766
	Iteration 13Q: 3 clusters Score -3771621 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3771917.000000 Penalty: 5196.259766
	Iteration 14Q: 3 clusters Score -3771917 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3772109.250000 Penalty: 5196.259766
	Iteration 15Q: 3 clusters Score -3772109 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3772229.250000 Penalty: 5196.259766
	Iteration 16Q: 3 clusters Score -3772229 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3772305.250000 Penalty: 5196.259766
	Iteration 17Q: 3 clusters Score -3772305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3772386.500000 Penalty: 5196.259766
	Iteration 18Q: 3 clusters Score -3772386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3772431.500000 Penalty: 5196.259766
	Iteration 19Q: 3 clusters Score -3772432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3772480.750000 Penalty: 5196.259766
	Iteration 20F: 3 clusters Score -3772481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3772506.000000 Penalty: 5196.259766
	Iteration 21Q: 3 clusters Score -3772506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3772531.250000 Penalty: 5196.259766
	Iteration 22Q: 3 clusters Score -3772531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3772537.250000 Penalty: 5196.259766
	Iteration 23Q: 3 clusters Score -3772537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3772543.250000 Penalty: 5196.259766
	Iteration 24Q: 3 clusters Score -3772543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3772544.000000 Penalty: 5196.259766
	Iteration 25Q: 3 clusters Score -3772544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3772545.250000 Penalty: 5196.259766
	Iteration 26Q: 3 clusters Score -3772545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3772544.250000 Penalty: 5196.259766
	Iteration 27Q: 3 clusters Score -3772544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3772544.250000 Penalty: 5196.259766
	Iteration 28F: 3 clusters Score -3772544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Entering Unmasked Estep 
Score: -2286723.000000 Penalty: 2474.023682
	Iteration 0F: 2 clusters Score -2286723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2271731.000000 Penalty: 4948.047363
	Iteration 0F: 3 clusters Score -2271731 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2277033.000000 Penalty: 4948.047363
	Iteration 1F: 3 clusters Score -2277033 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2277718.250000 Penalty: 4948.047363
	Iteration 2F: 3 clusters Score -2277718 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2278381.000000 Penalty: 4948.047363
	Iteration 3F: 3 clusters Score -2278381 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2279198.000000 Penalty: 4948.047363
	Iteration 4F: 3 clusters Score -2279198 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2280180.000000 Penalty: 4948.047363
	Iteration 5F: 3 clusters Score -2280180 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2281358.000000 Penalty: 4948.047363
	Iteration 6F: 3 clusters Score -2281358 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2282505.750000 Penalty: 4948.047363
	Iteration 7F: 3 clusters Score -2282506 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2283445.000000 Penalty: 4948.047363
	Iteration 8Q: 3 clusters Score -2283445 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2284018.250000 Penalty: 4948.047363
	Iteration 9Q: 3 clusters Score -2284018 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2284311.000000 Penalty: 4948.047363
	Iteration 10Q: 3 clusters Score -2284311 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2284490.500000 Penalty: 4948.047363
	Iteration 11Q: 3 clusters Score -2284490 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2284601.250000 Penalty: 4948.047363
	Iteration 12Q: 3 clusters Score -2284601 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2284669.750000 Penalty: 4948.047363
	Iteration 13Q: 3 clusters Score -2284670 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2284721.500000 Penalty: 4948.047363
	Iteration 14Q: 3 clusters Score -2284722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2284766.000000 Penalty: 4948.047363
	Iteration 15Q: 3 clusters Score -2284766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2284794.750000 Penalty: 4948.047363
	Iteration 16Q: 3 clusters Score -2284795 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2284832.750000 Penalty: 4948.047363
	Iteration 17Q: 3 clusters Score -2284833 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2284855.000000 Penalty: 4948.047363
	Iteration 18Q: 3 clusters Score -2284855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2284867.500000 Penalty: 4948.047363
	Iteration 19Q: 3 clusters Score -2284868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2284884.000000 Penalty: 4948.047363
	Iteration 20F: 3 clusters Score -2284884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2284897.500000 Penalty: 4948.047363
	Iteration 21Q: 3 clusters Score -2284898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2284907.500000 Penalty: 4948.047363
	Iteration 22Q: 3 clusters Score -2284908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2284919.000000 Penalty: 4948.047363
	Iteration 23Q: 3 clusters Score -2284919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2284929.500000 Penalty: 4948.047363
	Iteration 24Q: 3 clusters Score -2284930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2284934.750000 Penalty: 4948.047363
	Iteration 25Q: 3 clusters Score -2284935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2284937.000000 Penalty: 4948.047363
	Iteration 26Q: 3 clusters Score -2284937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2284938.500000 Penalty: 4948.047363
	Iteration 27Q: 3 clusters Score -2284938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2284939.750000 Penalty: 4948.047363
	Iteration 28Q: 3 clusters Score -2284940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2284937.000000 Penalty: 4948.047363
	Iteration 29Q: 3 clusters Score -2284937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2284946.000000 Penalty: 4948.047363
	Iteration 30Q: 3 clusters Score -2284946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2284956.750000 Penalty: 4948.047363
	Iteration 31Q: 3 clusters Score -2284957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2284960.750000 Penalty: 4948.047363
	Iteration 32Q: 3 clusters Score -2284961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2284966.750000 Penalty: 4948.047363
	Iteration 33Q: 3 clusters Score -2284967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2284971.000000 Penalty: 4948.047363
	Iteration 34Q: 3 clusters Score -2284971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2284975.250000 Penalty: 4948.047363
	Iteration 35Q: 3 clusters Score -2284975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2284983.500000 Penalty: 4948.047363
	Iteration 36Q: 3 clusters Score -2284984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2284985.000000 Penalty: 4948.047363
	Iteration 37Q: 3 clusters Score -2284985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2284989.000000 Penalty: 4948.047363
	Iteration 38Q: 3 clusters Score -2284989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2284989.000000 Penalty: 4948.047363
	Iteration 39Q: 3 clusters Score -2284989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2284991.250000 Penalty: 4948.047363
	Iteration 40F: 3 clusters Score -2284991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2284996.000000 Penalty: 4948.047363
	Iteration 41Q: 3 clusters Score -2284996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2284996.750000 Penalty: 4948.047363
	Iteration 42Q: 3 clusters Score -2284997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2285001.750000 Penalty: 4948.047363
	Iteration 43Q: 3 clusters Score -2285002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2285001.000000 Penalty: 4948.047363
	Iteration 44Q: 3 clusters Score -2285001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2285005.250000 Penalty: 4948.047363
	Iteration 45Q: 3 clusters Score -2285005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2285015.000000 Penalty: 4948.047363
	Iteration 46Q: 3 clusters Score -2285015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2285015.500000 Penalty: 4948.047363
	Iteration 47Q: 3 clusters Score -2285016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2285020.750000 Penalty: 4948.047363
	Iteration 48Q: 3 clusters Score -2285021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2285020.750000 Penalty: 4948.047363
	Iteration 49Q: 3 clusters Score -2285021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2285026.250000 Penalty: 4948.047363
	Iteration 50Q: 3 clusters Score -2285026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2285029.500000 Penalty: 4948.047363
	Iteration 51Q: 3 clusters Score -2285030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2285033.000000 Penalty: 4948.047363
	Iteration 52Q: 3 clusters Score -2285033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2285032.500000 Penalty: 4948.047363
	Iteration 53Q: 3 clusters Score -2285032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2285033.000000 Penalty: 4948.047363
	Iteration 54Q: 3 clusters Score -2285033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2285032.500000 Penalty: 4948.047363
	Iteration 55Q: 3 clusters Score -2285032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2285037.250000 Penalty: 4948.047363
	Iteration 56Q: 3 clusters Score -2285037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2285041.250000 Penalty: 4948.047363
	Iteration 57Q: 3 clusters Score -2285041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2285040.750000 Penalty: 4948.047363
	Iteration 58Q: 3 clusters Score -2285041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2285042.250000 Penalty: 4948.047363
	Iteration 59Q: 3 clusters Score -2285042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2285045.000000 Penalty: 4948.047363
	Iteration 60F: 3 clusters Score -2285045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2285050.500000 Penalty: 4948.047363
	Iteration 61Q: 3 clusters Score -2285050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2285051.750000 Penalty: 4948.047363
	Iteration 62Q: 3 clusters Score -2285052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2285051.250000 Penalty: 4948.047363
	Iteration 63Q: 3 clusters Score -2285051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2285061.750000 Penalty: 4948.047363
	Iteration 64Q: 3 clusters Score -2285062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2285065.500000 Penalty: 4948.047363
	Iteration 65Q: 3 clusters Score -2285066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2285066.250000 Penalty: 4948.047363
	Iteration 66Q: 3 clusters Score -2285066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2285069.250000 Penalty: 4948.047363
	Iteration 67Q: 3 clusters Score -2285069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2285077.500000 Penalty: 4948.047363
	Iteration 68Q: 3 clusters Score -2285078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2285080.250000 Penalty: 4948.047363
	Iteration 69Q: 3 clusters Score -2285080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2285083.000000 Penalty: 4948.047363
	Iteration 70Q: 3 clusters Score -2285083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2285088.250000 Penalty: 4948.047363
	Iteration 71Q: 3 clusters Score -2285088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2285093.000000 Penalty: 4948.047363
	Iteration 72Q: 3 clusters Score -2285093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2285094.000000 Penalty: 4948.047363
	Iteration 73Q: 3 clusters Score -2285094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2285096.000000 Penalty: 4948.047363
	Iteration 74Q: 3 clusters Score -2285096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2285095.500000 Penalty: 4948.047363
	Iteration 75Q: 3 clusters Score -2285096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2285092.250000 Penalty: 4948.047363
	Iteration 76Q: 3 clusters Score -2285092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2285093.000000 Penalty: 4948.047363
	Iteration 77Q: 3 clusters Score -2285093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2285094.500000 Penalty: 4948.047363
	Iteration 78Q: 3 clusters Score -2285094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2285096.250000 Penalty: 4948.047363
	Iteration 79Q: 3 clusters Score -2285096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2285096.250000 Penalty: 4948.047363
	Iteration 80F: 3 clusters Score -2285096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196344 members 
Entering Unmasked Estep 
Score: -20482082.000000 Penalty: 3022.530762
	Iteration 0F: 2 clusters Score -2.048208e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -20359406.000000 Penalty: 6045.061523
	Iteration 0F: 3 clusters Score -2.035941e+07 nChanged 94356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92516 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -20415884.000000 Penalty: 6045.061523
	Iteration 1F: 3 clusters Score -2.041588e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -20418404.000000 Penalty: 6045.061523
	Iteration 2Q: 3 clusters Score -2.04184e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84599 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -20421696.000000 Penalty: 6045.061523
	Iteration 3Q: 3 clusters Score -2.04217e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 118361 members 
Entering Unmasked Estep 
Score: -20427016.000000 Penalty: 6045.061523
	Iteration 4F: 3 clusters Score -2.042702e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 127104 members 
Entering Unmasked Estep 
Score: -20434020.000000 Penalty: 6045.061523
	Iteration 5F: 3 clusters Score -2.043402e+07 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -20442430.000000 Penalty: 6045.061523
	Iteration 6F: 3 clusters Score -2.044243e+07 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -20451222.000000 Penalty: 6045.061523
	Iteration 7F: 3 clusters Score -2.045122e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 156560 members 
Entering Unmasked Estep 
Score: -20459190.000000 Penalty: 6045.061523
	Iteration 8F: 3 clusters Score -2.045919e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 162717 members 
Entering Unmasked Estep 
Score: -20464782.000000 Penalty: 6045.061523
	Iteration 9Q: 3 clusters Score -2.046478e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -20468008.000000 Penalty: 6045.061523
	Iteration 10Q: 3 clusters Score -2.046801e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -20469662.000000 Penalty: 6045.061523
	Iteration 11Q: 3 clusters Score -2.046966e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 172520 members 
Entering Unmasked Estep 
Score: -20470684.000000 Penalty: 6045.061523
	Iteration 12Q: 3 clusters Score -2.047068e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -20471466.000000 Penalty: 6045.061523
	Iteration 13Q: 3 clusters Score -2.047147e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 176401 members 
Entering Unmasked Estep 
Score: -20472048.000000 Penalty: 6045.061523
	Iteration 14Q: 3 clusters Score -2.047205e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 178003 members 
Entering Unmasked Estep 
Score: -20472442.000000 Penalty: 6045.061523
	Iteration 15Q: 3 clusters Score -2.047244e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 179409 members 
Entering Unmasked Estep 
Score: -20472894.000000 Penalty: 6045.061523
	Iteration 16Q: 3 clusters Score -2.047289e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 180680 members 
Entering Unmasked Estep 
Score: -20473150.000000 Penalty: 6045.061523
	Iteration 17Q: 3 clusters Score -2.047315e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 181839 members 
Entering Unmasked Estep 
Score: -20473542.000000 Penalty: 6045.061523
	Iteration 18Q: 3 clusters Score -2.047354e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 182918 members 
Entering Unmasked Estep 
Score: -20473766.000000 Penalty: 6045.061523
	Iteration 19Q: 3 clusters Score -2.047377e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 183857 members 
Entering Unmasked Estep 
Score: -20474044.000000 Penalty: 6045.061523
	Iteration 20F: 3 clusters Score -2.047404e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 184732 members 
Entering Unmasked Estep 
Score: -20474402.000000 Penalty: 6045.061523
	Iteration 21Q: 3 clusters Score -2.04744e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 185554 members 
Entering Unmasked Estep 
Score: -20474792.000000 Penalty: 6045.061523
	Iteration 22Q: 3 clusters Score -2.047479e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 186298 members 
Entering Unmasked Estep 
Score: -20475176.000000 Penalty: 6045.061523
	Iteration 23Q: 3 clusters Score -2.047518e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 187017 members 
Entering Unmasked Estep 
Score: -20475518.000000 Penalty: 6045.061523
	Iteration 24Q: 3 clusters Score -2.047552e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 187667 members 
Entering Unmasked Estep 
Score: -20475832.000000 Penalty: 6045.061523
	Iteration 25Q: 3 clusters Score -2.047583e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 188276 members 
Entering Unmasked Estep 
Score: -20476334.000000 Penalty: 6045.061523
	Iteration 26Q: 3 clusters Score -2.047633e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 188832 members 
Entering Unmasked Estep 
Score: -20476750.000000 Penalty: 6045.061523
	Iteration 27Q: 3 clusters Score -2.047675e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 189319 members 
Entering Unmasked Estep 
Score: -20477210.000000 Penalty: 6045.061523
	Iteration 28Q: 3 clusters Score -2.047721e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 189720 members 
Entering Unmasked Estep 
Score: -20477506.000000 Penalty: 6045.061523
	Iteration 29Q: 3 clusters Score -2.047751e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 190088 members 
Entering Unmasked Estep 
Score: -20477950.000000 Penalty: 6045.061523
	Iteration 30Q: 3 clusters Score -2.047795e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 190371 members 
Entering Unmasked Estep 
Score: -20478240.000000 Penalty: 6045.061523
	Iteration 31Q: 3 clusters Score -2.047824e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 190593 members 
Entering Unmasked Estep 
Score: -20478490.000000 Penalty: 6045.061523
	Iteration 32Q: 3 clusters Score -2.047849e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 190768 members 
Entering Unmasked Estep 
Score: -20478740.000000 Penalty: 6045.061523
	Iteration 33Q: 3 clusters Score -2.047874e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 190895 members 
Entering Unmasked Estep 
Score: -20478946.000000 Penalty: 6045.061523
	Iteration 34Q: 3 clusters Score -2.047895e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 190981 members 
Entering Unmasked Estep 
Score: -20479042.000000 Penalty: 6045.061523
	Iteration 35Q: 3 clusters Score -2.047904e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 191059 members 
Entering Unmasked Estep 
Score: -20479174.000000 Penalty: 6045.061523
	Iteration 36Q: 3 clusters Score -2.047917e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 191131 members 
Entering Unmasked Estep 
Score: -20479204.000000 Penalty: 6045.061523
	Iteration 37Q: 3 clusters Score -2.04792e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 191198 members 
Entering Unmasked Estep 
Score: -20479278.000000 Penalty: 6045.061523
	Iteration 38Q: 3 clusters Score -2.047928e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 191247 members 
Entering Unmasked Estep 
Score: -20479312.000000 Penalty: 6045.061523
	Iteration 39Q: 3 clusters Score -2.047931e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 191294 members 
Entering Unmasked Estep 
Score: -20479380.000000 Penalty: 6045.061523
	Iteration 40F: 3 clusters Score -2.047938e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 191328 members 
Entering Unmasked Estep 
Score: -20479444.000000 Penalty: 6045.061523
	Iteration 41Q: 3 clusters Score -2.047944e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 191360 members 
Entering Unmasked Estep 
Score: -20479532.000000 Penalty: 6045.061523
	Iteration 42Q: 3 clusters Score -2.047953e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 191399 members 
Entering Unmasked Estep 
Score: -20479574.000000 Penalty: 6045.061523
	Iteration 43Q: 3 clusters Score -2.047957e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 191430 members 
Entering Unmasked Estep 
Score: -20479610.000000 Penalty: 6045.061523
	Iteration 44Q: 3 clusters Score -2.047961e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 191442 members 
Entering Unmasked Estep 
Score: -20479636.000000 Penalty: 6045.061523
	Iteration 45Q: 3 clusters Score -2.047964e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 191448 members 
Entering Unmasked Estep 
Score: -20479636.000000 Penalty: 6045.061523
	Iteration 46Q: 3 clusters Score -2.047964e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 191467 members 
Entering Unmasked Estep 
Score: -20479668.000000 Penalty: 6045.061523
	Iteration 47Q: 3 clusters Score -2.047967e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 191468 members 
Entering Unmasked Estep 
Score: -20479716.000000 Penalty: 6045.061523
	Iteration 48Q: 3 clusters Score -2.047972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 191467 members 
Entering Unmasked Estep 
Score: -20479754.000000 Penalty: 6045.061523
	Iteration 49Q: 3 clusters Score -2.047975e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 191465 members 
Entering Unmasked Estep 
Score: -20479752.000000 Penalty: 6045.061523
	Iteration 50Q: 3 clusters Score -2.047975e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 191474 members 
Entering Unmasked Estep 
Score: -20479766.000000 Penalty: 6045.061523
	Iteration 51Q: 3 clusters Score -2.047977e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 191476 members 
Entering Unmasked Estep 
Score: -20479792.000000 Penalty: 6045.061523
	Iteration 52Q: 3 clusters Score -2.047979e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 191464 members 
Entering Unmasked Estep 
Score: -20479792.000000 Penalty: 6045.061523
	Iteration 53Q: 3 clusters Score -2.047979e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 191453 members 
Entering Unmasked Estep 
Score: -20479822.000000 Penalty: 6045.061523
	Iteration 54Q: 3 clusters Score -2.047982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 191449 members 
Entering Unmasked Estep 
Score: -20479852.000000 Penalty: 6045.061523
	Iteration 55Q: 3 clusters Score -2.047985e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 191443 members 
Entering Unmasked Estep 
Score: -20479874.000000 Penalty: 6045.061523
	Iteration 56Q: 3 clusters Score -2.047987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 191449 members 
Entering Unmasked Estep 
Score: -20479914.000000 Penalty: 6045.061523
	Iteration 57Q: 3 clusters Score -2.047991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 191451 members 
Entering Unmasked Estep 
Score: -20479930.000000 Penalty: 6045.061523
	Iteration 58Q: 3 clusters Score -2.047993e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 191449 members 
Entering Unmasked Estep 
Score: -20479932.000000 Penalty: 6045.061523
	Iteration 59Q: 3 clusters Score -2.047993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 191441 members 
Entering Unmasked Estep 
Score: -20479956.000000 Penalty: 6045.061523
	Iteration 60F: 3 clusters Score -2.047996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 191429 members 
Entering Unmasked Estep 
Score: -20479958.000000 Penalty: 6045.061523
	Iteration 61Q: 3 clusters Score -2.047996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 191429 members 
Entering Unmasked Estep 
Score: -20479954.000000 Penalty: 6045.061523
	Iteration 62Q: 3 clusters Score -2.047995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 191428 members 
Entering Unmasked Estep 
Score: -20479958.000000 Penalty: 6045.061523
	Iteration 63Q: 3 clusters Score -2.047996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 191427 members 
Entering Unmasked Estep 
Score: -20479984.000000 Penalty: 6045.061523
	Iteration 64Q: 3 clusters Score -2.047998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 191424 members 
Entering Unmasked Estep 
Score: -20479978.000000 Penalty: 6045.061523
	Iteration 65Q: 3 clusters Score -2.047998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 191427 members 
Entering Unmasked Estep 
Score: -20479986.000000 Penalty: 6045.061523
	Iteration 66Q: 3 clusters Score -2.047999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 191422 members 
Entering Unmasked Estep 
Score: -20480002.000000 Penalty: 6045.061523
	Iteration 67Q: 3 clusters Score -2.048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 191416 members 
Entering Unmasked Estep 
Score: -20480002.000000 Penalty: 6045.061523
	Iteration 68Q: 3 clusters Score -2.048e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 191407 members 
Entering Unmasked Estep 
Score: -20479990.000000 Penalty: 6045.061523
	Iteration 69Q: 3 clusters Score -2.047999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 191402 members 
Entering Unmasked Estep 
Score: -20479994.000000 Penalty: 6045.061523
	Iteration 70Q: 3 clusters Score -2.047999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 191399 members 
Entering Unmasked Estep 
Score: -20479984.000000 Penalty: 6045.061523
	Iteration 71Q: 3 clusters Score -2.047998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 191395 members 
Entering Unmasked Estep 
Score: -20479984.000000 Penalty: 6045.061523
	Iteration 72Q: 3 clusters Score -2.047998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 191392 members 
Entering Unmasked Estep 
Score: -20479972.000000 Penalty: 6045.061523
	Iteration 73Q: 3 clusters Score -2.047997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 191389 members 
Entering Unmasked Estep 
Score: -20479988.000000 Penalty: 6045.061523
	Iteration 74Q: 3 clusters Score -2.047999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 191391 members 
Entering Unmasked Estep 
Score: -20479950.000000 Penalty: 6045.061523
	Iteration 75Q: 3 clusters Score -2.047995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 191388 members 
Entering Unmasked Estep 
Score: -20479988.000000 Penalty: 6045.061523
	Iteration 76Q: 3 clusters Score -2.047999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 191391 members 
Entering Unmasked Estep 
Score: -20480016.000000 Penalty: 6045.061523
	Iteration 77Q: 3 clusters Score -2.048002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 191390 members 
Entering Unmasked Estep 
Score: -20480002.000000 Penalty: 6045.061523
	Iteration 78Q: 3 clusters Score -2.048e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 191384 members 
Entering Unmasked Estep 
Score: -20480012.000000 Penalty: 6045.061523
	Iteration 79Q: 3 clusters Score -2.048001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 191380 members 
Entering Unmasked Estep 
Score: -20480002.000000 Penalty: 6045.061523
	Iteration 80F: 3 clusters Score -2.048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 191369 members 
Entering Unmasked Estep 
Score: -20479996.000000 Penalty: 6045.061523
	Iteration 81Q: 3 clusters Score -2.048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 191366 members 
Entering Unmasked Estep 
Score: -20479988.000000 Penalty: 6045.061523
	Iteration 82Q: 3 clusters Score -2.047999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 191364 members 
Entering Unmasked Estep 
Score: -20479998.000000 Penalty: 6045.061523
	Iteration 83Q: 3 clusters Score -2.048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 191364 members 
Entering Unmasked Estep 
Score: -20480000.000000 Penalty: 6045.061523
	Iteration 84Q: 3 clusters Score -2.048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 191362 members 
Entering Unmasked Estep 
Score: -20480020.000000 Penalty: 6045.061523
	Iteration 85Q: 3 clusters Score -2.048002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 191364 members 
Entering Unmasked Estep 
Score: -20480012.000000 Penalty: 6045.061523
	Iteration 86Q: 3 clusters Score -2.048001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 191364 members 
Entering Unmasked Estep 
Score: -20480012.000000 Penalty: 6045.061523
	Iteration 87F: 3 clusters Score -2.048001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Entering Unmasked Estep 
Score: -2855531.250000 Penalty: 2529.450684
	Iteration 0F: 2 clusters Score -2855531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2837063.250000 Penalty: 5058.901367
	Iteration 0F: 3 clusters Score -2837063 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2843626.750000 Penalty: 5058.901367
	Iteration 1F: 3 clusters Score -2843627 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2844297.500000 Penalty: 5058.901367
	Iteration 2F: 3 clusters Score -2844298 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2844996.500000 Penalty: 5058.901367
	Iteration 3F: 3 clusters Score -2844996 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2845833.250000 Penalty: 5058.901367
	Iteration 4F: 3 clusters Score -2845833 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2846790.750000 Penalty: 5058.901367
	Iteration 5F: 3 clusters Score -2846791 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2847967.750000 Penalty: 5058.901367
	Iteration 6F: 3 clusters Score -2847968 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2849366.750000 Penalty: 5058.901367
	Iteration 7F: 3 clusters Score -2849367 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2850803.000000 Penalty: 5058.901367
	Iteration 8F: 3 clusters Score -2850803 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2851790.250000 Penalty: 5058.901367
	Iteration 9Q: 3 clusters Score -2851790 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2852380.500000 Penalty: 5058.901367
	Iteration 10Q: 3 clusters Score -2852380 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2852703.250000 Penalty: 5058.901367
	Iteration 11Q: 3 clusters Score -2852703 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2852878.750000 Penalty: 5058.901367
	Iteration 12Q: 3 clusters Score -2852879 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2853017.500000 Penalty: 5058.901367
	Iteration 13Q: 3 clusters Score -2853018 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2853128.000000 Penalty: 5058.901367
	Iteration 14Q: 3 clusters Score -2853128 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2853224.500000 Penalty: 5058.901367
	Iteration 15Q: 3 clusters Score -2853224 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2853305.250000 Penalty: 5058.901367
	Iteration 16Q: 3 clusters Score -2853305 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2853392.250000 Penalty: 5058.901367
	Iteration 17Q: 3 clusters Score -2853392 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2853466.250000 Penalty: 5058.901367
	Iteration 18Q: 3 clusters Score -2853466 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2853523.500000 Penalty: 5058.901367
	Iteration 19Q: 3 clusters Score -2853524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2853575.750000 Penalty: 5058.901367
	Iteration 20F: 3 clusters Score -2853576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2853620.000000 Penalty: 5058.901367
	Iteration 21Q: 3 clusters Score -2853620 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2853662.250000 Penalty: 5058.901367
	Iteration 22Q: 3 clusters Score -2853662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2853693.500000 Penalty: 5058.901367
	Iteration 23Q: 3 clusters Score -2853694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2853725.500000 Penalty: 5058.901367
	Iteration 24Q: 3 clusters Score -2853726 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2853755.500000 Penalty: 5058.901367
	Iteration 25Q: 3 clusters Score -2853756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2853776.250000 Penalty: 5058.901367
	Iteration 26Q: 3 clusters Score -2853776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2853783.250000 Penalty: 5058.901367
	Iteration 27Q: 3 clusters Score -2853783 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2853803.750000 Penalty: 5058.901367
	Iteration 28Q: 3 clusters Score -2853804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2853839.000000 Penalty: 5058.901367
	Iteration 29Q: 3 clusters Score -2853839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2853847.500000 Penalty: 5058.901367
	Iteration 30Q: 3 clusters Score -2853848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2853856.750000 Penalty: 5058.901367
	Iteration 31Q: 3 clusters Score -2853857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2853869.000000 Penalty: 5058.901367
	Iteration 32Q: 3 clusters Score -2853869 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2853891.500000 Penalty: 5058.901367
	Iteration 33Q: 3 clusters Score -2853892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2853902.750000 Penalty: 5058.901367
	Iteration 34Q: 3 clusters Score -2853903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2853923.500000 Penalty: 5058.901367
	Iteration 35Q: 3 clusters Score -2853924 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2853939.250000 Penalty: 5058.901367
	Iteration 36Q: 3 clusters Score -2853939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2853956.250000 Penalty: 5058.901367
	Iteration 37Q: 3 clusters Score -2853956 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2853983.000000 Penalty: 5058.901367
	Iteration 38Q: 3 clusters Score -2853983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2853998.500000 Penalty: 5058.901367
	Iteration 39Q: 3 clusters Score -2853998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2854012.250000 Penalty: 5058.901367
	Iteration 40F: 3 clusters Score -2854012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2854023.000000 Penalty: 5058.901367
	Iteration 41Q: 3 clusters Score -2854023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2854037.500000 Penalty: 5058.901367
	Iteration 42Q: 3 clusters Score -2854038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2854062.250000 Penalty: 5058.901367
	Iteration 43Q: 3 clusters Score -2854062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2854068.250000 Penalty: 5058.901367
	Iteration 44Q: 3 clusters Score -2854068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2854080.750000 Penalty: 5058.901367
	Iteration 45Q: 3 clusters Score -2854081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2854096.250000 Penalty: 5058.901367
	Iteration 46Q: 3 clusters Score -2854096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2854098.500000 Penalty: 5058.901367
	Iteration 47Q: 3 clusters Score -2854098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2854116.000000 Penalty: 5058.901367
	Iteration 48Q: 3 clusters Score -2854116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2854122.000000 Penalty: 5058.901367
	Iteration 49Q: 3 clusters Score -2854122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2854136.250000 Penalty: 5058.901367
	Iteration 50Q: 3 clusters Score -2854136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2854152.250000 Penalty: 5058.901367
	Iteration 51Q: 3 clusters Score -2854152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2854158.750000 Penalty: 5058.901367
	Iteration 52Q: 3 clusters Score -2854159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2854162.250000 Penalty: 5058.901367
	Iteration 53Q: 3 clusters Score -2854162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2854177.250000 Penalty: 5058.901367
	Iteration 54Q: 3 clusters Score -2854177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2854184.000000 Penalty: 5058.901367
	Iteration 55Q: 3 clusters Score -2854184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2854183.250000 Penalty: 5058.901367
	Iteration 56Q: 3 clusters Score -2854183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2854192.750000 Penalty: 5058.901367
	Iteration 57Q: 3 clusters Score -2854193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2854200.750000 Penalty: 5058.901367
	Iteration 58Q: 3 clusters Score -2854201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2854205.750000 Penalty: 5058.901367
	Iteration 59Q: 3 clusters Score -2854206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2854202.250000 Penalty: 5058.901367
	Iteration 60F: 3 clusters Score -2854202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2854202.750000 Penalty: 5058.901367
	Iteration 61Q: 3 clusters Score -2854203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2854204.750000 Penalty: 5058.901367
	Iteration 62Q: 3 clusters Score -2854205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2854219.750000 Penalty: 5058.901367
	Iteration 63Q: 3 clusters Score -2854220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2854223.500000 Penalty: 5058.901367
	Iteration 64Q: 3 clusters Score -2854224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2854227.750000 Penalty: 5058.901367
	Iteration 65Q: 3 clusters Score -2854228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2854229.750000 Penalty: 5058.901367
	Iteration 66Q: 3 clusters Score -2854230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2854229.750000 Penalty: 5058.901367
	Iteration 67Q: 3 clusters Score -2854230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2854228.750000 Penalty: 5058.901367
	Iteration 68Q: 3 clusters Score -2854229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2854226.500000 Penalty: 5058.901367
	Iteration 69Q: 3 clusters Score -2854226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2854232.000000 Penalty: 5058.901367
	Iteration 70Q: 3 clusters Score -2854232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2854238.250000 Penalty: 5058.901367
	Iteration 71Q: 3 clusters Score -2854238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2854232.500000 Penalty: 5058.901367
	Iteration 72Q: 3 clusters Score -2854232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2854233.500000 Penalty: 5058.901367
	Iteration 73Q: 3 clusters Score -2854234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2854237.250000 Penalty: 5058.901367
	Iteration 74Q: 3 clusters Score -2854237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2854237.500000 Penalty: 5058.901367
	Iteration 75Q: 3 clusters Score -2854238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2854236.250000 Penalty: 5058.901367
	Iteration 76Q: 3 clusters Score -2854236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2854239.500000 Penalty: 5058.901367
	Iteration 77Q: 3 clusters Score -2854240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2854240.000000 Penalty: 5058.901367
	Iteration 78Q: 3 clusters Score -2854240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2854238.000000 Penalty: 5058.901367
	Iteration 79Q: 3 clusters Score -2854238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2854247.000000 Penalty: 5058.901367
	Iteration 80F: 3 clusters Score -2854247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2854242.250000 Penalty: 5058.901367
	Iteration 81Q: 3 clusters Score -2854242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2854246.500000 Penalty: 5058.901367
	Iteration 82Q: 3 clusters Score -2854246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2854250.000000 Penalty: 5058.901367
	Iteration 83Q: 3 clusters Score -2854250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2854250.250000 Penalty: 5058.901367
	Iteration 84Q: 3 clusters Score -2854250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2854248.250000 Penalty: 5058.901367
	Iteration 85Q: 3 clusters Score -2854248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2854255.750000 Penalty: 5058.901367
	Iteration 86Q: 3 clusters Score -2854256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2854255.750000 Penalty: 5058.901367
	Iteration 87F: 3 clusters Score -2854256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228282 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66571 members 
Mstep: Class 4 contains 10426 members 
Mstep: Class 7 contains 33690 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38637 members 
Mstep: Class 16 contains 35466 members 
Mstep: Class 17 contains 21502 members 
Mstep: Class 18 contains 196344 members 
Mstep: Class 20 contains 26887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 14 clusters Score -7.006369e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228287 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66653 members 
Mstep: Class 4 contains 10423 members 
Mstep: Class 7 contains 33681 members 
Mstep: Class 8 contains 14638 members 
Mstep: Class 9 contains 6749 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38638 members 
Mstep: Class 16 contains 35441 members 
Mstep: Class 17 contains 21498 members 
Mstep: Class 18 contains 196297 members 
Mstep: Class 20 contains 26875 members 
Entering Unmasked Estep 
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Iteration 120F: 14 clusters Score -7.006366e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228273 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66745 members 
Mstep: Class 4 contains 10421 members 
Mstep: Class 7 contains 33677 members 
Mstep: Class 8 contains 14637 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38638 members 
Mstep: Class 16 contains 35416 members 
Mstep: Class 17 contains 21498 members 
Mstep: Class 18 contains 196249 members 
Mstep: Class 20 contains 26870 members 
Entering Unmasked Estep 
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Iteration 121Q: 14 clusters Score -7.00637e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228266 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66849 members 
Mstep: Class 4 contains 10419 members 
Mstep: Class 7 contains 33674 members 
Mstep: Class 8 contains 14634 members 
Mstep: Class 9 contains 6763 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38635 members 
Mstep: Class 16 contains 35394 members 
Mstep: Class 17 contains 21500 members 
Mstep: Class 18 contains 196183 members 
Mstep: Class 20 contains 26863 members 
Entering Unmasked Estep 
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Iteration 122Q: 14 clusters Score -7.006369e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228269 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 66957 members 
Mstep: Class 4 contains 10418 members 
Mstep: Class 7 contains 33671 members 
Mstep: Class 8 contains 14631 members 
Mstep: Class 9 contains 6769 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38633 members 
Mstep: Class 16 contains 35368 members 
Mstep: Class 17 contains 21502 members 
Mstep: Class 18 contains 196111 members 
Mstep: Class 20 contains 26851 members 
Entering Unmasked Estep 
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Iteration 123Q: 14 clusters Score -7.006364e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228272 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67042 members 
Mstep: Class 4 contains 10417 members 
Mstep: Class 7 contains 33665 members 
Mstep: Class 8 contains 14632 members 
Mstep: Class 9 contains 6774 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38635 members 
Mstep: Class 16 contains 35345 members 
Mstep: Class 17 contains 21500 members 
Mstep: Class 18 contains 196058 members 
Mstep: Class 20 contains 26840 members 
Entering Unmasked Estep 
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Iteration 124Q: 14 clusters Score -7.006362e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228279 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67120 members 
Mstep: Class 4 contains 10417 members 
Mstep: Class 7 contains 33660 members 
Mstep: Class 8 contains 14632 members 
Mstep: Class 9 contains 6777 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38634 members 
Mstep: Class 16 contains 35334 members 
Mstep: Class 17 contains 21497 members 
Mstep: Class 18 contains 196003 members 
Mstep: Class 20 contains 26827 members 
Entering Unmasked Estep 
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Iteration 125Q: 14 clusters Score -7.006358e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228274 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67216 members 
Mstep: Class 4 contains 10417 members 
Mstep: Class 7 contains 33653 members 
Mstep: Class 8 contains 14629 members 
Mstep: Class 9 contains 6784 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38633 members 
Mstep: Class 16 contains 35321 members 
Mstep: Class 17 contains 21493 members 
Mstep: Class 18 contains 195940 members 
Mstep: Class 20 contains 26820 members 
Entering Unmasked Estep 
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Iteration 126Q: 14 clusters Score -7.006352e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228264 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67311 members 
Mstep: Class 4 contains 10416 members 
Mstep: Class 7 contains 33650 members 
Mstep: Class 8 contains 14630 members 
Mstep: Class 9 contains 6789 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38632 members 
Mstep: Class 16 contains 35311 members 
Mstep: Class 17 contains 21492 members 
Mstep: Class 18 contains 195873 members 
Mstep: Class 20 contains 26812 members 
Entering Unmasked Estep 
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Iteration 127Q: 14 clusters Score -7.006352e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228255 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67413 members 
Mstep: Class 4 contains 10413 members 
Mstep: Class 7 contains 33648 members 
Mstep: Class 8 contains 14626 members 
Mstep: Class 9 contains 6795 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38635 members 
Mstep: Class 16 contains 35294 members 
Mstep: Class 17 contains 21491 members 
Mstep: Class 18 contains 195810 members 
Mstep: Class 20 contains 26800 members 
Entering Unmasked Estep 
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Iteration 128Q: 14 clusters Score -7.006357e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228247 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67505 members 
Mstep: Class 4 contains 10410 members 
Mstep: Class 7 contains 33642 members 
Mstep: Class 8 contains 14626 members 
Mstep: Class 9 contains 6798 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38639 members 
Mstep: Class 16 contains 35276 members 
Mstep: Class 17 contains 21492 members 
Mstep: Class 18 contains 195755 members 
Mstep: Class 20 contains 26790 members 
Entering Unmasked Estep 
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Iteration 129Q: 14 clusters Score -7.006362e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228241 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67586 members 
Mstep: Class 4 contains 10407 members 
Mstep: Class 7 contains 33639 members 
Mstep: Class 8 contains 14621 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38643 members 
Mstep: Class 16 contains 35264 members 
Mstep: Class 17 contains 21493 members 
Mstep: Class 18 contains 195700 members 
Mstep: Class 20 contains 26785 members 
Entering Unmasked Estep 
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Iteration 130Q: 14 clusters Score -7.006361e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228232 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67663 members 
Mstep: Class 4 contains 10403 members 
Mstep: Class 7 contains 33638 members 
Mstep: Class 8 contains 14622 members 
Mstep: Class 9 contains 6799 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38648 members 
Mstep: Class 16 contains 35254 members 
Mstep: Class 17 contains 21489 members 
Mstep: Class 18 contains 195649 members 
Mstep: Class 20 contains 26783 members 
Entering Unmasked Estep 
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Iteration 131Q: 14 clusters Score -7.006366e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228230 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67737 members 
Mstep: Class 4 contains 10401 members 
Mstep: Class 7 contains 33632 members 
Mstep: Class 8 contains 14621 members 
Mstep: Class 9 contains 6800 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35240 members 
Mstep: Class 17 contains 21487 members 
Mstep: Class 18 contains 195601 members 
Mstep: Class 20 contains 26781 members 
Entering Unmasked Estep 
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Iteration 132Q: 14 clusters Score -7.006366e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228226 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67809 members 
Mstep: Class 4 contains 10399 members 
Mstep: Class 7 contains 33634 members 
Mstep: Class 8 contains 14620 members 
Mstep: Class 9 contains 6802 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38648 members 
Mstep: Class 16 contains 35225 members 
Mstep: Class 17 contains 21486 members 
Mstep: Class 18 contains 195556 members 
Mstep: Class 20 contains 26775 members 
Entering Unmasked Estep 
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Iteration 133Q: 14 clusters Score -7.00637e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228220 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67871 members 
Mstep: Class 4 contains 10396 members 
Mstep: Class 7 contains 33632 members 
Mstep: Class 8 contains 14622 members 
Mstep: Class 9 contains 6805 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38651 members 
Mstep: Class 16 contains 35214 members 
Mstep: Class 17 contains 21486 members 
Mstep: Class 18 contains 195516 members 
Mstep: Class 20 contains 26767 members 
Entering Unmasked Estep 
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Iteration 134Q: 14 clusters Score -7.006369e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228219 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67928 members 
Mstep: Class 4 contains 10394 members 
Mstep: Class 7 contains 33629 members 
Mstep: Class 8 contains 14620 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38651 members 
Mstep: Class 16 contains 35203 members 
Mstep: Class 17 contains 21486 members 
Mstep: Class 18 contains 195479 members 
Mstep: Class 20 contains 26764 members 
Entering Unmasked Estep 
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Iteration 135Q: 14 clusters Score -7.006366e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228218 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 67991 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33625 members 
Mstep: Class 8 contains 14618 members 
Mstep: Class 9 contains 6807 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38652 members 
Mstep: Class 16 contains 35191 members 
Mstep: Class 17 contains 21483 members 
Mstep: Class 18 contains 195446 members 
Mstep: Class 20 contains 26757 members 
Entering Unmasked Estep 
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Iteration 136Q: 14 clusters Score -7.006358e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228220 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68043 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33622 members 
Mstep: Class 8 contains 14616 members 
Mstep: Class 9 contains 6808 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38652 members 
Mstep: Class 16 contains 35175 members 
Mstep: Class 17 contains 21482 members 
Mstep: Class 18 contains 195418 members 
Mstep: Class 20 contains 26752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063664.000000 Penalty: 43306.667969
Iteration 137Q: 14 clusters Score -7.006366e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228227 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68101 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33617 members 
Mstep: Class 8 contains 14614 members 
Mstep: Class 9 contains 6809 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35160 members 
Mstep: Class 17 contains 21481 members 
Mstep: Class 18 contains 195379 members 
Mstep: Class 20 contains 26750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063600.000000 Penalty: 43306.667969
Iteration 138Q: 14 clusters Score -7.00636e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228226 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68172 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33613 members 
Mstep: Class 8 contains 14613 members 
Mstep: Class 9 contains 6809 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35142 members 
Mstep: Class 17 contains 21479 members 
Mstep: Class 18 contains 195338 members 
Mstep: Class 20 contains 26746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063544.000000 Penalty: 43306.667969
Iteration 139Q: 14 clusters Score -7.006354e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228229 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68248 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33609 members 
Mstep: Class 8 contains 14613 members 
Mstep: Class 9 contains 6811 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 35124 members 
Mstep: Class 17 contains 21475 members 
Mstep: Class 18 contains 195290 members 
Mstep: Class 20 contains 26740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063536.000000 Penalty: 43306.667969
Iteration 140F: 14 clusters Score -7.006354e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228214 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68322 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33608 members 
Mstep: Class 8 contains 14614 members 
Mstep: Class 9 contains 6815 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 35111 members 
Mstep: Class 17 contains 21472 members 
Mstep: Class 18 contains 195252 members 
Mstep: Class 20 contains 26731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063528.000000 Penalty: 43306.667969
Iteration 141Q: 14 clusters Score -7.006353e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228213 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68386 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33603 members 
Mstep: Class 8 contains 14613 members 
Mstep: Class 9 contains 6816 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 35104 members 
Mstep: Class 17 contains 21470 members 
Mstep: Class 18 contains 195211 members 
Mstep: Class 20 contains 26723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063512.000000 Penalty: 43306.667969
Iteration 142Q: 14 clusters Score -7.006351e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228212 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68442 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33597 members 
Mstep: Class 8 contains 14613 members 
Mstep: Class 9 contains 6819 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35096 members 
Mstep: Class 17 contains 21471 members 
Mstep: Class 18 contains 195168 members 
Mstep: Class 20 contains 26720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063464.000000 Penalty: 43306.667969
Iteration 143Q: 14 clusters Score -7.006346e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228202 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68508 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33593 members 
Mstep: Class 8 contains 14614 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38651 members 
Mstep: Class 16 contains 35083 members 
Mstep: Class 17 contains 21473 members 
Mstep: Class 18 contains 195124 members 
Mstep: Class 20 contains 26720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063472.000000 Penalty: 43306.667969
Iteration 144Q: 14 clusters Score -7.006347e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228195 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68570 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33592 members 
Mstep: Class 8 contains 14613 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35069 members 
Mstep: Class 17 contains 21473 members 
Mstep: Class 18 contains 195087 members 
Mstep: Class 20 contains 26719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063528.000000 Penalty: 43306.667969
Iteration 145Q: 14 clusters Score -7.006353e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228191 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68630 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33588 members 
Mstep: Class 8 contains 14614 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35055 members 
Mstep: Class 17 contains 21472 members 
Mstep: Class 18 contains 195048 members 
Mstep: Class 20 contains 26718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063528.000000 Penalty: 43306.667969
Iteration 146Q: 14 clusters Score -7.006353e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228190 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68692 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33585 members 
Mstep: Class 8 contains 14613 members 
Mstep: Class 9 contains 6824 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38651 members 
Mstep: Class 16 contains 35048 members 
Mstep: Class 17 contains 21472 members 
Mstep: Class 18 contains 194997 members 
Mstep: Class 20 contains 26716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063504.000000 Penalty: 43306.667969
Iteration 147Q: 14 clusters Score -7.00635e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228197 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68749 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33584 members 
Mstep: Class 8 contains 14614 members 
Mstep: Class 9 contains 6825 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35038 members 
Mstep: Class 17 contains 21470 members 
Mstep: Class 18 contains 194948 members 
Mstep: Class 20 contains 26713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063536.000000 Penalty: 43306.667969
Iteration 148Q: 14 clusters Score -7.006354e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228204 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68805 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33580 members 
Mstep: Class 8 contains 14614 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35026 members 
Mstep: Class 17 contains 21470 members 
Mstep: Class 18 contains 194900 members 
Mstep: Class 20 contains 26712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063456.000000 Penalty: 43306.667969
Iteration 149Q: 14 clusters Score -7.006346e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228216 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68859 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33581 members 
Mstep: Class 8 contains 14612 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35014 members 
Mstep: Class 17 contains 21472 members 
Mstep: Class 18 contains 194845 members 
Mstep: Class 20 contains 26709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063464.000000 Penalty: 43306.667969
Iteration 150Q: 14 clusters Score -7.006346e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228226 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68908 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33578 members 
Mstep: Class 8 contains 14609 members 
Mstep: Class 9 contains 6832 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 35005 members 
Mstep: Class 17 contains 21476 members 
Mstep: Class 18 contains 194800 members 
Mstep: Class 20 contains 26704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063440.000000 Penalty: 43306.667969
Iteration 151Q: 14 clusters Score -7.006344e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228237 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 68962 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33578 members 
Mstep: Class 8 contains 14608 members 
Mstep: Class 9 contains 6836 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34997 members 
Mstep: Class 17 contains 21475 members 
Mstep: Class 18 contains 194745 members 
Mstep: Class 20 contains 26701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063440.000000 Penalty: 43306.667969
Iteration 152Q: 14 clusters Score -7.006344e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228238 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69013 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 7 contains 33577 members 
Mstep: Class 8 contains 14607 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38647 members 
Mstep: Class 16 contains 34989 members 
Mstep: Class 17 contains 21475 members 
Mstep: Class 18 contains 194702 members 
Mstep: Class 20 contains 26701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063392.000000 Penalty: 43306.667969
Iteration 153Q: 14 clusters Score -7.006339e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228249 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69061 members 
Mstep: Class 4 contains 10391 members 
Mstep: Class 7 contains 33578 members 
Mstep: Class 8 contains 14607 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38647 members 
Mstep: Class 16 contains 34981 members 
Mstep: Class 17 contains 21474 members 
Mstep: Class 18 contains 194655 members 
Mstep: Class 20 contains 26696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063448.000000 Penalty: 43306.667969
Iteration 154Q: 14 clusters Score -7.006345e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228259 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69106 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 7 contains 33577 members 
Mstep: Class 8 contains 14605 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34973 members 
Mstep: Class 17 contains 21474 members 
Mstep: Class 18 contains 194614 members 
Mstep: Class 20 contains 26692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063432.000000 Penalty: 43306.667969
Iteration 155Q: 14 clusters Score -7.006343e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228268 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69157 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 7 contains 33575 members 
Mstep: Class 8 contains 14603 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38650 members 
Mstep: Class 16 contains 34959 members 
Mstep: Class 17 contains 21474 members 
Mstep: Class 18 contains 194576 members 
Mstep: Class 20 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063432.000000 Penalty: 43306.667969
Iteration 156Q: 14 clusters Score -7.006343e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228272 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69199 members 
Mstep: Class 4 contains 10386 members 
Mstep: Class 7 contains 33574 members 
Mstep: Class 8 contains 14601 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38647 members 
Mstep: Class 16 contains 34951 members 
Mstep: Class 17 contains 21474 members 
Mstep: Class 18 contains 194547 members 
Mstep: Class 20 contains 26686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063464.000000 Penalty: 43306.667969
Iteration 157Q: 14 clusters Score -7.006346e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228269 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69241 members 
Mstep: Class 4 contains 10384 members 
Mstep: Class 7 contains 33577 members 
Mstep: Class 8 contains 14597 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38648 members 
Mstep: Class 16 contains 34947 members 
Mstep: Class 17 contains 21471 members 
Mstep: Class 18 contains 194521 members 
Mstep: Class 20 contains 26682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063512.000000 Penalty: 43306.667969
Iteration 158Q: 14 clusters Score -7.006351e+07 nChanged 66
Entering ConstructFrom: 
Score: -70063512.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (228268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228268 members 
Entering Unmasked Estep 
Score: -23861246.000000 Penalty: 3059.892334
	Iteration 0F: 2 clusters Score -2.386125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113993 members 
Mstep: Class 2 contains 114275 members 
Entering Unmasked Estep 
Score: -23722958.000000 Penalty: 6119.784668
	Iteration 0F: 3 clusters Score -2.372296e+07 nChanged 109924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 116987 members 
Entering Unmasked Estep 
Score: -23786876.000000 Penalty: 6119.784668
	Iteration 1F: 3 clusters Score -2.378688e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 118774 members 
Entering Unmasked Estep 
Score: -23787916.000000 Penalty: 6119.784668
	Iteration 2Q: 3 clusters Score -2.378792e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 121687 members 
Entering Unmasked Estep 
Score: -23789194.000000 Penalty: 6119.784668
	Iteration 3Q: 3 clusters Score -2.378919e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -23791354.000000 Penalty: 6119.784668
	Iteration 4Q: 3 clusters Score -2.379135e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94995 members 
Mstep: Class 2 contains 133273 members 
Entering Unmasked Estep 
Score: -23794738.000000 Penalty: 6119.784668
	Iteration 5Q: 3 clusters Score -2.379474e+07 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85004 members 
Mstep: Class 2 contains 143264 members 
Entering Unmasked Estep 
Score: -23800580.000000 Penalty: 6119.784668
	Iteration 6F: 3 clusters Score -2.380058e+07 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 156619 members 
Entering Unmasked Estep 
Score: -23810430.000000 Penalty: 6119.784668
	Iteration 7F: 3 clusters Score -2.381043e+07 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 172187 members 
Entering Unmasked Estep 
Score: -23824418.000000 Penalty: 6119.784668
	Iteration 8F: 3 clusters Score -2.382442e+07 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 187013 members 
Entering Unmasked Estep 
Score: -23838780.000000 Penalty: 6119.784668
	Iteration 9F: 3 clusters Score -2.383878e+07 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 197849 members 
Entering Unmasked Estep 
Score: -23850484.000000 Penalty: 6119.784668
	Iteration 10F: 3 clusters Score -2.385048e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 204079 members 
Entering Unmasked Estep 
Score: -23856334.000000 Penalty: 6119.784668
	Iteration 11Q: 3 clusters Score -2.385633e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 207435 members 
Entering Unmasked Estep 
Score: -23859270.000000 Penalty: 6119.784668
	Iteration 12Q: 3 clusters Score -2.385927e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 209600 members 
Entering Unmasked Estep 
Score: -23860496.000000 Penalty: 6119.784668
	Iteration 13Q: 3 clusters Score -2.38605e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 211302 members 
Entering Unmasked Estep 
Score: -23860952.000000 Penalty: 6119.784668
	Iteration 14Q: 3 clusters Score -2.386095e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 212690 members 
Entering Unmasked Estep 
Score: -23861332.000000 Penalty: 6119.784668
	Iteration 15Q: 3 clusters Score -2.386133e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 213842 members 
Entering Unmasked Estep 
Score: -23861578.000000 Penalty: 6119.784668
	Iteration 16Q: 3 clusters Score -2.386158e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 214869 members 
Entering Unmasked Estep 
Score: -23861728.000000 Penalty: 6119.784668
	Iteration 17Q: 3 clusters Score -2.386173e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 215792 members 
Entering Unmasked Estep 
Score: -23861768.000000 Penalty: 6119.784668
	Iteration 18Q: 3 clusters Score -2.386177e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 216599 members 
Entering Unmasked Estep 
Score: -23861762.000000 Penalty: 6119.784668
	Iteration 19Q: 3 clusters Score -2.386176e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 217341 members 
Entering Unmasked Estep 
Score: -23861648.000000 Penalty: 6119.784668
	Iteration 20F: 3 clusters Score -2.386165e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 218028 members 
Entering Unmasked Estep 
Score: -23861546.000000 Penalty: 6119.784668
	Iteration 21Q: 3 clusters Score -2.386155e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 218665 members 
Entering Unmasked Estep 
Score: -23861414.000000 Penalty: 6119.784668
	Iteration 22Q: 3 clusters Score -2.386141e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 219253 members 
Entering Unmasked Estep 
Score: -23861276.000000 Penalty: 6119.784668
	Iteration 23Q: 3 clusters Score -2.386128e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 219796 members 
Entering Unmasked Estep 
Score: -23861212.000000 Penalty: 6119.784668
	Iteration 24Q: 3 clusters Score -2.386121e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 220293 members 
Entering Unmasked Estep 
Score: -23861178.000000 Penalty: 6119.784668
	Iteration 25Q: 3 clusters Score -2.386118e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 220764 members 
Entering Unmasked Estep 
Score: -23861096.000000 Penalty: 6119.784668
	Iteration 26Q: 3 clusters Score -2.38611e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 221197 members 
Entering Unmasked Estep 
Score: -23860952.000000 Penalty: 6119.784668
	Iteration 27Q: 3 clusters Score -2.386095e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 221609 members 
Entering Unmasked Estep 
Score: -23860762.000000 Penalty: 6119.784668
	Iteration 28Q: 3 clusters Score -2.386076e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 221992 members 
Entering Unmasked Estep 
Score: -23860668.000000 Penalty: 6119.784668
	Iteration 29Q: 3 clusters Score -2.386067e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 222373 members 
Entering Unmasked Estep 
Score: -23860638.000000 Penalty: 6119.784668
	Iteration 30Q: 3 clusters Score -2.386064e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 222727 members 
Entering Unmasked Estep 
Score: -23860516.000000 Penalty: 6119.784668
	Iteration 31Q: 3 clusters Score -2.386052e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 223044 members 
Entering Unmasked Estep 
Score: -23860370.000000 Penalty: 6119.784668
	Iteration 32Q: 3 clusters Score -2.386037e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 223327 members 
Entering Unmasked Estep 
Score: -23860222.000000 Penalty: 6119.784668
	Iteration 33Q: 3 clusters Score -2.386022e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 223593 members 
Entering Unmasked Estep 
Score: -23860234.000000 Penalty: 6119.784668
	Iteration 34Q: 3 clusters Score -2.386023e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 223846 members 
Entering Unmasked Estep 
Score: -23860200.000000 Penalty: 6119.784668
	Iteration 35Q: 3 clusters Score -2.38602e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 224093 members 
Entering Unmasked Estep 
Score: -23860066.000000 Penalty: 6119.784668
	Iteration 36Q: 3 clusters Score -2.386007e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 224327 members 
Entering Unmasked Estep 
Score: -23860022.000000 Penalty: 6119.784668
	Iteration 37Q: 3 clusters Score -2.386002e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 224550 members 
Entering Unmasked Estep 
Score: -23859918.000000 Penalty: 6119.784668
	Iteration 38Q: 3 clusters Score -2.385992e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 224768 members 
Entering Unmasked Estep 
Score: -23859854.000000 Penalty: 6119.784668
	Iteration 39Q: 3 clusters Score -2.385985e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 224961 members 
Entering Unmasked Estep 
Score: -23859816.000000 Penalty: 6119.784668
	Iteration 40F: 3 clusters Score -2.385982e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 225136 members 
Entering Unmasked Estep 
Score: -23859778.000000 Penalty: 6119.784668
	Iteration 41Q: 3 clusters Score -2.385978e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 225310 members 
Entering Unmasked Estep 
Score: -23859722.000000 Penalty: 6119.784668
	Iteration 42Q: 3 clusters Score -2.385972e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 225465 members 
Entering Unmasked Estep 
Score: -23859716.000000 Penalty: 6119.784668
	Iteration 43Q: 3 clusters Score -2.385972e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 225616 members 
Entering Unmasked Estep 
Score: -23859630.000000 Penalty: 6119.784668
	Iteration 44Q: 3 clusters Score -2.385963e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 225765 members 
Entering Unmasked Estep 
Score: -23859596.000000 Penalty: 6119.784668
	Iteration 45Q: 3 clusters Score -2.38596e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 225915 members 
Entering Unmasked Estep 
Score: -23859496.000000 Penalty: 6119.784668
	Iteration 46Q: 3 clusters Score -2.38595e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -23859430.000000 Penalty: 6119.784668
	Iteration 47Q: 3 clusters Score -2.385943e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 226142 members 
Entering Unmasked Estep 
Score: -23859370.000000 Penalty: 6119.784668
	Iteration 48Q: 3 clusters Score -2.385937e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 226241 members 
Entering Unmasked Estep 
Score: -23859390.000000 Penalty: 6119.784668
	Iteration 49Q: 3 clusters Score -2.385939e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 226329 members 
Entering Unmasked Estep 
Score: -23859332.000000 Penalty: 6119.784668
	Iteration 50Q: 3 clusters Score -2.385933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 226399 members 
Entering Unmasked Estep 
Score: -23859316.000000 Penalty: 6119.784668
	Iteration 51Q: 3 clusters Score -2.385932e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 226488 members 
Entering Unmasked Estep 
Score: -23859296.000000 Penalty: 6119.784668
	Iteration 52Q: 3 clusters Score -2.38593e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 226560 members 
Entering Unmasked Estep 
Score: -23859302.000000 Penalty: 6119.784668
	Iteration 53Q: 3 clusters Score -2.38593e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 226611 members 
Entering Unmasked Estep 
Score: -23859274.000000 Penalty: 6119.784668
	Iteration 54Q: 3 clusters Score -2.385927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 226658 members 
Entering Unmasked Estep 
Score: -23859256.000000 Penalty: 6119.784668
	Iteration 55Q: 3 clusters Score -2.385926e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 226706 members 
Entering Unmasked Estep 
Score: -23859252.000000 Penalty: 6119.784668
	Iteration 56Q: 3 clusters Score -2.385925e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 226737 members 
Entering Unmasked Estep 
Score: -23859252.000000 Penalty: 6119.784668
	Iteration 57Q: 3 clusters Score -2.385925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 226770 members 
Entering Unmasked Estep 
Score: -23859228.000000 Penalty: 6119.784668
	Iteration 58Q: 3 clusters Score -2.385923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 226804 members 
Entering Unmasked Estep 
Score: -23859202.000000 Penalty: 6119.784668
	Iteration 59Q: 3 clusters Score -2.38592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 226834 members 
Entering Unmasked Estep 
Score: -23859198.000000 Penalty: 6119.784668
	Iteration 60F: 3 clusters Score -2.38592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 226863 members 
Entering Unmasked Estep 
Score: -23859198.000000 Penalty: 6119.784668
	Iteration 61Q: 3 clusters Score -2.38592e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 226889 members 
Entering Unmasked Estep 
Score: -23859192.000000 Penalty: 6119.784668
	Iteration 62Q: 3 clusters Score -2.385919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 226910 members 
Entering Unmasked Estep 
Score: -23859196.000000 Penalty: 6119.784668
	Iteration 63Q: 3 clusters Score -2.38592e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 226937 members 
Entering Unmasked Estep 
Score: -23859198.000000 Penalty: 6119.784668
	Iteration 64Q: 3 clusters Score -2.38592e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 226973 members 
Entering Unmasked Estep 
Score: -23859196.000000 Penalty: 6119.784668
	Iteration 65Q: 3 clusters Score -2.38592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 227003 members 
Entering Unmasked Estep 
Score: -23859196.000000 Penalty: 6119.784668
	Iteration 66Q: 3 clusters Score -2.38592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 227023 members 
Entering Unmasked Estep 
Score: -23859196.000000 Penalty: 6119.784668
	Iteration 67Q: 3 clusters Score -2.38592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 227043 members 
Entering Unmasked Estep 
Score: -23859140.000000 Penalty: 6119.784668
	Iteration 68Q: 3 clusters Score -2.385914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 227057 members 
Entering Unmasked Estep 
Score: -23859138.000000 Penalty: 6119.784668
	Iteration 69Q: 3 clusters Score -2.385914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 227076 members 
Entering Unmasked Estep 
Score: -23859150.000000 Penalty: 6119.784668
	Iteration 70Q: 3 clusters Score -2.385915e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 227086 members 
Entering Unmasked Estep 
Score: -23859134.000000 Penalty: 6119.784668
	Iteration 71Q: 3 clusters Score -2.385913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 227098 members 
Entering Unmasked Estep 
Score: -23859152.000000 Penalty: 6119.784668
	Iteration 72Q: 3 clusters Score -2.385915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 227108 members 
Entering Unmasked Estep 
Score: -23859150.000000 Penalty: 6119.784668
	Iteration 73Q: 3 clusters Score -2.385915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 227120 members 
Entering Unmasked Estep 
Score: -23859140.000000 Penalty: 6119.784668
	Iteration 74Q: 3 clusters Score -2.385914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 227122 members 
Entering Unmasked Estep 
Score: -23859158.000000 Penalty: 6119.784668
	Iteration 75Q: 3 clusters Score -2.385916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 227134 members 
Entering Unmasked Estep 
Score: -23859132.000000 Penalty: 6119.784668
	Iteration 76Q: 3 clusters Score -2.385913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 227150 members 
Entering Unmasked Estep 
Score: -23859126.000000 Penalty: 6119.784668
	Iteration 77Q: 3 clusters Score -2.385913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 227158 members 
Entering Unmasked Estep 
Score: -23859160.000000 Penalty: 6119.784668
	Iteration 78Q: 3 clusters Score -2.385916e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 227171 members 
Entering Unmasked Estep 
Score: -23859148.000000 Penalty: 6119.784668
	Iteration 79Q: 3 clusters Score -2.385915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 227181 members 
Entering Unmasked Estep 
Score: -23859146.000000 Penalty: 6119.784668
	Iteration 80F: 3 clusters Score -2.385915e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 227192 members 
Entering Unmasked Estep 
Score: -23859124.000000 Penalty: 6119.784668
	Iteration 81Q: 3 clusters Score -2.385912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 227205 members 
Entering Unmasked Estep 
Score: -23859114.000000 Penalty: 6119.784668
	Iteration 82Q: 3 clusters Score -2.385911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 227215 members 
Entering Unmasked Estep 
Score: -23859110.000000 Penalty: 6119.784668
	Iteration 83Q: 3 clusters Score -2.385911e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 227223 members 
Entering Unmasked Estep 
Score: -23859112.000000 Penalty: 6119.784668
	Iteration 84Q: 3 clusters Score -2.385911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 227238 members 
Entering Unmasked Estep 
Score: -23859090.000000 Penalty: 6119.784668
	Iteration 85Q: 3 clusters Score -2.385909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 227249 members 
Entering Unmasked Estep 
Score: -23859126.000000 Penalty: 6119.784668
	Iteration 86Q: 3 clusters Score -2.385913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 227264 members 
Entering Unmasked Estep 
Score: -23859140.000000 Penalty: 6119.784668
	Iteration 87Q: 3 clusters Score -2.385914e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 227279 members 
Entering Unmasked Estep 
Score: -23859128.000000 Penalty: 6119.784668
	Iteration 88Q: 3 clusters Score -2.385913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 227298 members 
Entering Unmasked Estep 
Score: -23859114.000000 Penalty: 6119.784668
	Iteration 89Q: 3 clusters Score -2.385911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 227309 members 
Entering Unmasked Estep 
Score: -23859118.000000 Penalty: 6119.784668
	Iteration 90Q: 3 clusters Score -2.385912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 227322 members 
Entering Unmasked Estep 
Score: -23859128.000000 Penalty: 6119.784668
	Iteration 91Q: 3 clusters Score -2.385913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 227332 members 
Entering Unmasked Estep 
Score: -23859120.000000 Penalty: 6119.784668
	Iteration 92Q: 3 clusters Score -2.385912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 227337 members 
Entering Unmasked Estep 
Score: -23859094.000000 Penalty: 6119.784668
	Iteration 93Q: 3 clusters Score -2.385909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 227341 members 
Entering Unmasked Estep 
Score: -23859112.000000 Penalty: 6119.784668
	Iteration 94Q: 3 clusters Score -2.385911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 227343 members 
Entering Unmasked Estep 
Score: -23859100.000000 Penalty: 6119.784668
	Iteration 95Q: 3 clusters Score -2.38591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 227344 members 
Entering Unmasked Estep 
Score: -23859104.000000 Penalty: 6119.784668
	Iteration 96Q: 3 clusters Score -2.38591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 227345 members 
Entering Unmasked Estep 
Score: -23859102.000000 Penalty: 6119.784668
	Iteration 97Q: 3 clusters Score -2.38591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 227345 members 
Entering Unmasked Estep 
Score: -23859102.000000 Penalty: 6119.784668
	Iteration 98F: 3 clusters Score -2.38591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75083.492188 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75083.49 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75379.117188 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75379.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75496.640625 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75496.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75614.390625 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -75614.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75815.656250 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -75815.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75958.500000 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -75958.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76047.304688 Penalty: 3337.992676
	Iteration 6F: 3 clusters Score -76047.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -76133.671875 Penalty: 3337.992676
	Iteration 7F: 3 clusters Score -76133.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -76209.492188 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -76209.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -76277.515625 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -76277.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -76331.210938 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -76331.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -76359.843750 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -76359.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -76374.367188 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -76374.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -76398.062500 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -76398.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -76415.226562 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -76415.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76424.875000 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -76424.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -76448.710938 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -76448.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -76466.921875 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -76466.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -76472.367188 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -76472.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -76483.742188 Penalty: 3337.992676
	Iteration 19Q: 3 clusters Score -76483.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -76498.820312 Penalty: 3337.992676
	Iteration 20F: 3 clusters Score -76498.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -76517.695312 Penalty: 3337.992676
	Iteration 21Q: 3 clusters Score -76517.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -76538.242188 Penalty: 3337.992676
	Iteration 22Q: 3 clusters Score -76538.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -76558.656250 Penalty: 3337.992676
	Iteration 23Q: 3 clusters Score -76558.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -76577.742188 Penalty: 3337.992676
	Iteration 24Q: 3 clusters Score -76577.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -76591.828125 Penalty: 3337.992676
	Iteration 25Q: 3 clusters Score -76591.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -76604.492188 Penalty: 3337.992676
	Iteration 26Q: 3 clusters Score -76604.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -76616.789062 Penalty: 3337.992676
	Iteration 27Q: 3 clusters Score -76616.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -76629.656250 Penalty: 3337.992676
	Iteration 28Q: 3 clusters Score -76629.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -76645.015625 Penalty: 3337.992676
	Iteration 29Q: 3 clusters Score -76645.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -76654.859375 Penalty: 3337.992676
	Iteration 30Q: 3 clusters Score -76654.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -76676.054688 Penalty: 3337.992676
	Iteration 31Q: 3 clusters Score -76676.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -76690.171875 Penalty: 3337.992676
	Iteration 32Q: 3 clusters Score -76690.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -76696.664062 Penalty: 3337.992676
	Iteration 33Q: 3 clusters Score -76696.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -76696.664062 Penalty: 3337.992676
	Iteration 34F: 3 clusters Score -76696.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Entering Unmasked Estep 
Score: -7315136.500000 Penalty: 2764.210938
	Iteration 0F: 2 clusters Score -7315136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -7268670.000000 Penalty: 5528.421875
	Iteration 0F: 3 clusters Score -7268670 nChanged 32275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -7286635.500000 Penalty: 5528.421875
	Iteration 1F: 3 clusters Score -7286636 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -7287182.000000 Penalty: 5528.421875
	Iteration 2Q: 3 clusters Score -7287182 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -7287787.500000 Penalty: 5528.421875
	Iteration 3Q: 3 clusters Score -7287788 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -7288620.000000 Penalty: 5528.421875
	Iteration 4Q: 3 clusters Score -7288620 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -7289785.000000 Penalty: 5528.421875
	Iteration 5Q: 3 clusters Score -7289785 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -7291820.000000 Penalty: 5528.421875
	Iteration 6F: 3 clusters Score -7291820 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -7295357.000000 Penalty: 5528.421875
	Iteration 7F: 3 clusters Score -7295357 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55398 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -7300116.500000 Penalty: 5528.421875
	Iteration 8F: 3 clusters Score -7300116 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -7305173.500000 Penalty: 5528.421875
	Iteration 9F: 3 clusters Score -7305174 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64902 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -7309134.500000 Penalty: 5528.421875
	Iteration 10F: 3 clusters Score -7309134 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7311277.000000 Penalty: 5528.421875
	Iteration 11Q: 3 clusters Score -7311277 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68205 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7312111.000000 Penalty: 5528.421875
	Iteration 12Q: 3 clusters Score -7312111 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7312460.000000 Penalty: 5528.421875
	Iteration 13Q: 3 clusters Score -7312460 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7312626.000000 Penalty: 5528.421875
	Iteration 14Q: 3 clusters Score -7312626 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7312737.500000 Penalty: 5528.421875
	Iteration 15Q: 3 clusters Score -7312738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68829 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7312775.500000 Penalty: 5528.421875
	Iteration 16Q: 3 clusters Score -7312776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7312797.000000 Penalty: 5528.421875
	Iteration 17Q: 3 clusters Score -7312797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7312812.500000 Penalty: 5528.421875
	Iteration 18Q: 3 clusters Score -7312812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7312816.000000 Penalty: 5528.421875
	Iteration 19Q: 3 clusters Score -7312816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7312822.500000 Penalty: 5528.421875
	Iteration 20F: 3 clusters Score -7312822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7312836.000000 Penalty: 5528.421875
	Iteration 21Q: 3 clusters Score -7312836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7312835.000000 Penalty: 5528.421875
	Iteration 22Q: 3 clusters Score -7312835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7312830.000000 Penalty: 5528.421875
	Iteration 23Q: 3 clusters Score -7312830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7312831.500000 Penalty: 5528.421875
	Iteration 24Q: 3 clusters Score -7312832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7312834.500000 Penalty: 5528.421875
	Iteration 25Q: 3 clusters Score -7312834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7312837.500000 Penalty: 5528.421875
	Iteration 26Q: 3 clusters Score -7312838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7312840.000000 Penalty: 5528.421875
	Iteration 27Q: 3 clusters Score -7312840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7312847.500000 Penalty: 5528.421875
	Iteration 28Q: 3 clusters Score -7312848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7312837.000000 Penalty: 5528.421875
	Iteration 29Q: 3 clusters Score -7312837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7312840.000000 Penalty: 5528.421875
	Iteration 30Q: 3 clusters Score -7312840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7312837.500000 Penalty: 5528.421875
	Iteration 31Q: 3 clusters Score -7312838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68872 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7312842.500000 Penalty: 5528.421875
	Iteration 32Q: 3 clusters Score -7312842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7312839.500000 Penalty: 5528.421875
	Iteration 33Q: 3 clusters Score -7312840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7312843.000000 Penalty: 5528.421875
	Iteration 34Q: 3 clusters Score -7312843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7312837.000000 Penalty: 5528.421875
	Iteration 35Q: 3 clusters Score -7312837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7312837.000000 Penalty: 5528.421875
	Iteration 36F: 3 clusters Score -7312837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Entering Unmasked Estep 
Score: -1038662.062500 Penalty: 2293.461426
	Iteration 0F: 2 clusters Score -1038662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1030693.625000 Penalty: 4586.922852
	Iteration 0F: 3 clusters Score -1030694 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1033030.812500 Penalty: 4586.922852
	Iteration 1F: 3 clusters Score -1033031 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1033410.625000 Penalty: 4586.922852
	Iteration 2F: 3 clusters Score -1033411 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1033824.312500 Penalty: 4586.922852
	Iteration 3F: 3 clusters Score -1033824 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1034332.500000 Penalty: 4586.922852
	Iteration 4F: 3 clusters Score -1034332 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1034976.062500 Penalty: 4586.922852
	Iteration 5F: 3 clusters Score -1034976 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1035699.687500 Penalty: 4586.922852
	Iteration 6F: 3 clusters Score -1035700 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1036409.250000 Penalty: 4586.922852
	Iteration 7F: 3 clusters Score -1036409 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1036922.312500 Penalty: 4586.922852
	Iteration 8F: 3 clusters Score -1036922 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1037247.687500 Penalty: 4586.922852
	Iteration 9F: 3 clusters Score -1037248 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1037416.500000 Penalty: 4586.922852
	Iteration 10Q: 3 clusters Score -1037416 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1037518.250000 Penalty: 4586.922852
	Iteration 11Q: 3 clusters Score -1037518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1037567.687500 Penalty: 4586.922852
	Iteration 12Q: 3 clusters Score -1037568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1037586.062500 Penalty: 4586.922852
	Iteration 13Q: 3 clusters Score -1037586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1037595.000000 Penalty: 4586.922852
	Iteration 14Q: 3 clusters Score -1037595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1037599.687500 Penalty: 4586.922852
	Iteration 15Q: 3 clusters Score -1037600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1037601.562500 Penalty: 4586.922852
	Iteration 16Q: 3 clusters Score -1037602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1037604.125000 Penalty: 4586.922852
	Iteration 17Q: 3 clusters Score -1037604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1037610.437500 Penalty: 4586.922852
	Iteration 18Q: 3 clusters Score -1037610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1037614.000000 Penalty: 4586.922852
	Iteration 19Q: 3 clusters Score -1037614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1037617.125000 Penalty: 4586.922852
	Iteration 20F: 3 clusters Score -1037617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1037614.875000 Penalty: 4586.922852
	Iteration 21Q: 3 clusters Score -1037615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1037614.875000 Penalty: 4586.922852
	Iteration 22Q: 3 clusters Score -1037615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1037616.375000 Penalty: 4586.922852
	Iteration 23Q: 3 clusters Score -1037616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1037617.875000 Penalty: 4586.922852
	Iteration 24Q: 3 clusters Score -1037618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1037617.687500 Penalty: 4586.922852
	Iteration 25Q: 3 clusters Score -1037618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1037617.875000 Penalty: 4586.922852
	Iteration 26Q: 3 clusters Score -1037618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1037617.000000 Penalty: 4586.922852
	Iteration 27Q: 3 clusters Score -1037617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1037619.062500 Penalty: 4586.922852
	Iteration 28Q: 3 clusters Score -1037619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1037623.187500 Penalty: 4586.922852
	Iteration 29Q: 3 clusters Score -1037623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1037624.062500 Penalty: 4586.922852
	Iteration 30Q: 3 clusters Score -1037624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1037626.187500 Penalty: 4586.922852
	Iteration 31Q: 3 clusters Score -1037626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1037625.500000 Penalty: 4586.922852
	Iteration 32Q: 3 clusters Score -1037626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1037626.062500 Penalty: 4586.922852
	Iteration 33Q: 3 clusters Score -1037626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1037626.375000 Penalty: 4586.922852
	Iteration 34Q: 3 clusters Score -1037626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1037625.875000 Penalty: 4586.922852
	Iteration 35Q: 3 clusters Score -1037626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1037625.875000 Penalty: 4586.922852
	Iteration 36F: 3 clusters Score -1037626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Entering Unmasked Estep 
Score: -3575889.750000 Penalty: 2584.570801
	Iteration 0F: 2 clusters Score -3575890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3553065.750000 Penalty: 5169.141602
	Iteration 0F: 3 clusters Score -3553066 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3561195.750000 Penalty: 5169.141602
	Iteration 1F: 3 clusters Score -3561196 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -3561845.500000 Penalty: 5169.141602
	Iteration 2Q: 3 clusters Score -3561846 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3562565.500000 Penalty: 5169.141602
	Iteration 3F: 3 clusters Score -3562566 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3563550.750000 Penalty: 5169.141602
	Iteration 4F: 3 clusters Score -3563551 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -3564847.000000 Penalty: 5169.141602
	Iteration 5F: 3 clusters Score -3564847 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3566677.500000 Penalty: 5169.141602
	Iteration 6F: 3 clusters Score -3566678 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3568994.500000 Penalty: 5169.141602
	Iteration 7F: 3 clusters Score -3568994 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3571057.000000 Penalty: 5169.141602
	Iteration 8F: 3 clusters Score -3571057 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3572139.000000 Penalty: 5169.141602
	Iteration 9Q: 3 clusters Score -3572139 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3572512.000000 Penalty: 5169.141602
	Iteration 10Q: 3 clusters Score -3572512 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3572650.750000 Penalty: 5169.141602
	Iteration 11Q: 3 clusters Score -3572651 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3572743.000000 Penalty: 5169.141602
	Iteration 12Q: 3 clusters Score -3572743 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3572792.000000 Penalty: 5169.141602
	Iteration 13Q: 3 clusters Score -3572792 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3572847.500000 Penalty: 5169.141602
	Iteration 14Q: 3 clusters Score -3572848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3572910.750000 Penalty: 5169.141602
	Iteration 15Q: 3 clusters Score -3572911 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3572979.000000 Penalty: 5169.141602
	Iteration 16Q: 3 clusters Score -3572979 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3573040.750000 Penalty: 5169.141602
	Iteration 17Q: 3 clusters Score -3573041 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3573098.000000 Penalty: 5169.141602
	Iteration 18Q: 3 clusters Score -3573098 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -3573149.500000 Penalty: 5169.141602
	Iteration 19Q: 3 clusters Score -3573150 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3573191.000000 Penalty: 5169.141602
	Iteration 20F: 3 clusters Score -3573191 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -3573231.500000 Penalty: 5169.141602
	Iteration 21Q: 3 clusters Score -3573232 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3573287.500000 Penalty: 5169.141602
	Iteration 22Q: 3 clusters Score -3573288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3573327.000000 Penalty: 5169.141602
	Iteration 23Q: 3 clusters Score -3573327 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -3573350.750000 Penalty: 5169.141602
	Iteration 24Q: 3 clusters Score -3573351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3573385.750000 Penalty: 5169.141602
	Iteration 25Q: 3 clusters Score -3573386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -3573413.250000 Penalty: 5169.141602
	Iteration 26Q: 3 clusters Score -3573413 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -3573455.250000 Penalty: 5169.141602
	Iteration 27Q: 3 clusters Score -3573455 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -3573474.750000 Penalty: 5169.141602
	Iteration 28Q: 3 clusters Score -3573475 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3573486.250000 Penalty: 5169.141602
	Iteration 29Q: 3 clusters Score -3573486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -3573489.750000 Penalty: 5169.141602
	Iteration 30Q: 3 clusters Score -3573490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -3573510.000000 Penalty: 5169.141602
	Iteration 31Q: 3 clusters Score -3573510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -3573536.000000 Penalty: 5169.141602
	Iteration 32Q: 3 clusters Score -3573536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3573544.250000 Penalty: 5169.141602
	Iteration 33Q: 3 clusters Score -3573544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -3573556.250000 Penalty: 5169.141602
	Iteration 34Q: 3 clusters Score -3573556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3573583.750000 Penalty: 5169.141602
	Iteration 35Q: 3 clusters Score -3573584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -3573598.500000 Penalty: 5169.141602
	Iteration 36Q: 3 clusters Score -3573598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3573606.000000 Penalty: 5169.141602
	Iteration 37Q: 3 clusters Score -3573606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3573610.500000 Penalty: 5169.141602
	Iteration 38Q: 3 clusters Score -3573610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -3573608.750000 Penalty: 5169.141602
	Iteration 39Q: 3 clusters Score -3573609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -3573624.000000 Penalty: 5169.141602
	Iteration 40F: 3 clusters Score -3573624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3573631.500000 Penalty: 5169.141602
	Iteration 41Q: 3 clusters Score -3573632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -3573637.000000 Penalty: 5169.141602
	Iteration 42Q: 3 clusters Score -3573637 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3573651.750000 Penalty: 5169.141602
	Iteration 43Q: 3 clusters Score -3573652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -3573671.250000 Penalty: 5169.141602
	Iteration 44Q: 3 clusters Score -3573671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3573684.500000 Penalty: 5169.141602
	Iteration 45Q: 3 clusters Score -3573684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3573687.500000 Penalty: 5169.141602
	Iteration 46Q: 3 clusters Score -3573688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3573717.250000 Penalty: 5169.141602
	Iteration 47Q: 3 clusters Score -3573717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3573724.750000 Penalty: 5169.141602
	Iteration 48Q: 3 clusters Score -3573725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -3573734.500000 Penalty: 5169.141602
	Iteration 49Q: 3 clusters Score -3573734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3573741.250000 Penalty: 5169.141602
	Iteration 50Q: 3 clusters Score -3573741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -3573749.500000 Penalty: 5169.141602
	Iteration 51Q: 3 clusters Score -3573750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3573762.750000 Penalty: 5169.141602
	Iteration 52Q: 3 clusters Score -3573763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3573781.750000 Penalty: 5169.141602
	Iteration 53Q: 3 clusters Score -3573782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3573790.500000 Penalty: 5169.141602
	Iteration 54Q: 3 clusters Score -3573790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -3573802.250000 Penalty: 5169.141602
	Iteration 55Q: 3 clusters Score -3573802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -3573801.500000 Penalty: 5169.141602
	Iteration 56Q: 3 clusters Score -3573802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -3573813.750000 Penalty: 5169.141602
	Iteration 57Q: 3 clusters Score -3573814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -3573819.500000 Penalty: 5169.141602
	Iteration 58Q: 3 clusters Score -3573820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -3573832.750000 Penalty: 5169.141602
	Iteration 59Q: 3 clusters Score -3573833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3573833.250000 Penalty: 5169.141602
	Iteration 60F: 3 clusters Score -3573833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3573838.750000 Penalty: 5169.141602
	Iteration 61Q: 3 clusters Score -3573839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3573838.000000 Penalty: 5169.141602
	Iteration 62Q: 3 clusters Score -3573838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3573847.000000 Penalty: 5169.141602
	Iteration 63Q: 3 clusters Score -3573847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3573855.500000 Penalty: 5169.141602
	Iteration 64Q: 3 clusters Score -3573856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3573852.000000 Penalty: 5169.141602
	Iteration 65Q: 3 clusters Score -3573852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3573859.500000 Penalty: 5169.141602
	Iteration 66Q: 3 clusters Score -3573860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -3573862.750000 Penalty: 5169.141602
	Iteration 67Q: 3 clusters Score -3573863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -3573865.000000 Penalty: 5169.141602
	Iteration 68Q: 3 clusters Score -3573865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3573871.250000 Penalty: 5169.141602
	Iteration 69Q: 3 clusters Score -3573871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3573875.500000 Penalty: 5169.141602
	Iteration 70Q: 3 clusters Score -3573876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -3573870.250000 Penalty: 5169.141602
	Iteration 71Q: 3 clusters Score -3573870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3573871.000000 Penalty: 5169.141602
	Iteration 72Q: 3 clusters Score -3573871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -3573883.750000 Penalty: 5169.141602
	Iteration 73Q: 3 clusters Score -3573884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3573891.250000 Penalty: 5169.141602
	Iteration 74Q: 3 clusters Score -3573891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3573899.250000 Penalty: 5169.141602
	Iteration 75Q: 3 clusters Score -3573899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -3573896.750000 Penalty: 5169.141602
	Iteration 76Q: 3 clusters Score -3573897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -3573892.750000 Penalty: 5169.141602
	Iteration 77Q: 3 clusters Score -3573893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -3573894.000000 Penalty: 5169.141602
	Iteration 78Q: 3 clusters Score -3573894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -3573895.000000 Penalty: 5169.141602
	Iteration 79Q: 3 clusters Score -3573895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -3573899.250000 Penalty: 5169.141602
	Iteration 80F: 3 clusters Score -3573899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -3573899.500000 Penalty: 5169.141602
	Iteration 81Q: 3 clusters Score -3573900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -3573903.000000 Penalty: 5169.141602
	Iteration 82Q: 3 clusters Score -3573903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -3573902.750000 Penalty: 5169.141602
	Iteration 83Q: 3 clusters Score -3573903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -3573906.000000 Penalty: 5169.141602
	Iteration 84Q: 3 clusters Score -3573906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -3573909.000000 Penalty: 5169.141602
	Iteration 85Q: 3 clusters Score -3573909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -3573909.000000 Penalty: 5169.141602
	Iteration 86F: 3 clusters Score -3573909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Entering Unmasked Estep 
Score: -1509864.625000 Penalty: 2377.846680
	Iteration 0F: 2 clusters Score -1509865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1499407.375000 Penalty: 4755.693359
	Iteration 0F: 3 clusters Score -1499407 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1503305.000000 Penalty: 4755.693359
	Iteration 1F: 3 clusters Score -1503305 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1504194.875000 Penalty: 4755.693359
	Iteration 2F: 3 clusters Score -1504195 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1505206.750000 Penalty: 4755.693359
	Iteration 3F: 3 clusters Score -1505207 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1506176.125000 Penalty: 4755.693359
	Iteration 4F: 3 clusters Score -1506176 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1507024.875000 Penalty: 4755.693359
	Iteration 5F: 3 clusters Score -1507025 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1507571.875000 Penalty: 4755.693359
	Iteration 6F: 3 clusters Score -1507572 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1507929.875000 Penalty: 4755.693359
	Iteration 7Q: 3 clusters Score -1507930 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1508182.500000 Penalty: 4755.693359
	Iteration 8Q: 3 clusters Score -1508182 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1508335.125000 Penalty: 4755.693359
	Iteration 9Q: 3 clusters Score -1508335 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1508453.750000 Penalty: 4755.693359
	Iteration 10Q: 3 clusters Score -1508454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1508558.625000 Penalty: 4755.693359
	Iteration 11Q: 3 clusters Score -1508559 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1508629.000000 Penalty: 4755.693359
	Iteration 12Q: 3 clusters Score -1508629 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1508681.375000 Penalty: 4755.693359
	Iteration 13Q: 3 clusters Score -1508681 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1508720.750000 Penalty: 4755.693359
	Iteration 14Q: 3 clusters Score -1508721 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1508746.375000 Penalty: 4755.693359
	Iteration 15Q: 3 clusters Score -1508746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1508765.250000 Penalty: 4755.693359
	Iteration 16Q: 3 clusters Score -1508765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1508771.125000 Penalty: 4755.693359
	Iteration 17Q: 3 clusters Score -1508771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1508786.000000 Penalty: 4755.693359
	Iteration 18Q: 3 clusters Score -1508786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1508787.500000 Penalty: 4755.693359
	Iteration 19Q: 3 clusters Score -1508788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1508798.750000 Penalty: 4755.693359
	Iteration 20F: 3 clusters Score -1508799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1508799.500000 Penalty: 4755.693359
	Iteration 21Q: 3 clusters Score -1508800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1508806.000000 Penalty: 4755.693359
	Iteration 22Q: 3 clusters Score -1508806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1508819.625000 Penalty: 4755.693359
	Iteration 23Q: 3 clusters Score -1508820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1508818.625000 Penalty: 4755.693359
	Iteration 24Q: 3 clusters Score -1508819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1508820.125000 Penalty: 4755.693359
	Iteration 25Q: 3 clusters Score -1508820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1508819.375000 Penalty: 4755.693359
	Iteration 26Q: 3 clusters Score -1508819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1508819.750000 Penalty: 4755.693359
	Iteration 27Q: 3 clusters Score -1508820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1508820.000000 Penalty: 4755.693359
	Iteration 28Q: 3 clusters Score -1508820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1508820.125000 Penalty: 4755.693359
	Iteration 29Q: 3 clusters Score -1508820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1508823.375000 Penalty: 4755.693359
	Iteration 30Q: 3 clusters Score -1508823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1508820.625000 Penalty: 4755.693359
	Iteration 31Q: 3 clusters Score -1508821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1508822.125000 Penalty: 4755.693359
	Iteration 32Q: 3 clusters Score -1508822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1508822.250000 Penalty: 4755.693359
	Iteration 33Q: 3 clusters Score -1508822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1508822.250000 Penalty: 4755.693359
	Iteration 34F: 3 clusters Score -1508822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Entering Unmasked Estep 
Score: -711203.687500 Penalty: 2190.083252
	Iteration 0F: 2 clusters Score -711203.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -705468.812500 Penalty: 4380.166504
	Iteration 0F: 3 clusters Score -705468.8 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -706947.687500 Penalty: 4380.166504
	Iteration 1F: 3 clusters Score -706947.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -707211.562500 Penalty: 4380.166504
	Iteration 2F: 3 clusters Score -707211.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -707390.937500 Penalty: 4380.166504
	Iteration 3F: 3 clusters Score -707390.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -707561.125000 Penalty: 4380.166504
	Iteration 4Q: 3 clusters Score -707561.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -707721.437500 Penalty: 4380.166504
	Iteration 5Q: 3 clusters Score -707721.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -707907.625000 Penalty: 4380.166504
	Iteration 6Q: 3 clusters Score -707907.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -708097.625000 Penalty: 4380.166504
	Iteration 7Q: 3 clusters Score -708097.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -708294.687500 Penalty: 4380.166504
	Iteration 8Q: 3 clusters Score -708294.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -708454.562500 Penalty: 4380.166504
	Iteration 9Q: 3 clusters Score -708454.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -708577.500000 Penalty: 4380.166504
	Iteration 10Q: 3 clusters Score -708577.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -708701.375000 Penalty: 4380.166504
	Iteration 11Q: 3 clusters Score -708701.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -708804.375000 Penalty: 4380.166504
	Iteration 12Q: 3 clusters Score -708804.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -708876.250000 Penalty: 4380.166504
	Iteration 13Q: 3 clusters Score -708876.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -708932.187500 Penalty: 4380.166504
	Iteration 14Q: 3 clusters Score -708932.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -708972.875000 Penalty: 4380.166504
	Iteration 15Q: 3 clusters Score -708972.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -708998.812500 Penalty: 4380.166504
	Iteration 16Q: 3 clusters Score -708998.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -709020.062500 Penalty: 4380.166504
	Iteration 17Q: 3 clusters Score -709020.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -709037.500000 Penalty: 4380.166504
	Iteration 18Q: 3 clusters Score -709037.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -709048.000000 Penalty: 4380.166504
	Iteration 19Q: 3 clusters Score -709048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -709060.250000 Penalty: 4380.166504
	Iteration 20F: 3 clusters Score -709060.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -709066.812500 Penalty: 4380.166504
	Iteration 21Q: 3 clusters Score -709066.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -709078.875000 Penalty: 4380.166504
	Iteration 22Q: 3 clusters Score -709078.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -709089.062500 Penalty: 4380.166504
	Iteration 23Q: 3 clusters Score -709089.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -709101.625000 Penalty: 4380.166504
	Iteration 24Q: 3 clusters Score -709101.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -709110.375000 Penalty: 4380.166504
	Iteration 25Q: 3 clusters Score -709110.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -709117.625000 Penalty: 4380.166504
	Iteration 26Q: 3 clusters Score -709117.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -709126.187500 Penalty: 4380.166504
	Iteration 27Q: 3 clusters Score -709126.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -709131.375000 Penalty: 4380.166504
	Iteration 28Q: 3 clusters Score -709131.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -709134.562500 Penalty: 4380.166504
	Iteration 29Q: 3 clusters Score -709134.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -709136.625000 Penalty: 4380.166504
	Iteration 30Q: 3 clusters Score -709136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -709137.062500 Penalty: 4380.166504
	Iteration 31Q: 3 clusters Score -709137.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -709138.687500 Penalty: 4380.166504
	Iteration 32Q: 3 clusters Score -709138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -709140.812500 Penalty: 4380.166504
	Iteration 33Q: 3 clusters Score -709140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -709143.187500 Penalty: 4380.166504
	Iteration 34Q: 3 clusters Score -709143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -709144.562500 Penalty: 4380.166504
	Iteration 35Q: 3 clusters Score -709144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -709145.500000 Penalty: 4380.166504
	Iteration 36Q: 3 clusters Score -709145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -709146.937500 Penalty: 4380.166504
	Iteration 37Q: 3 clusters Score -709146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -709147.187500 Penalty: 4380.166504
	Iteration 38Q: 3 clusters Score -709147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -709147.125000 Penalty: 4380.166504
	Iteration 39Q: 3 clusters Score -709147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -709147.875000 Penalty: 4380.166504
	Iteration 40F: 3 clusters Score -709147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -709148.250000 Penalty: 4380.166504
	Iteration 41Q: 3 clusters Score -709148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -709148.875000 Penalty: 4380.166504
	Iteration 42Q: 3 clusters Score -709148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -709149.062500 Penalty: 4380.166504
	Iteration 43Q: 3 clusters Score -709149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -709149.500000 Penalty: 4380.166504
	Iteration 44Q: 3 clusters Score -709149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -709150.062500 Penalty: 4380.166504
	Iteration 45Q: 3 clusters Score -709150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -709150.125000 Penalty: 4380.166504
	Iteration 46Q: 3 clusters Score -709150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -709149.875000 Penalty: 4380.166504
	Iteration 47Q: 3 clusters Score -709149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -709151.062500 Penalty: 4380.166504
	Iteration 48Q: 3 clusters Score -709151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -709151.625000 Penalty: 4380.166504
	Iteration 49Q: 3 clusters Score -709151.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -709151.625000 Penalty: 4380.166504
	Iteration 50F: 3 clusters Score -709151.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -165845.500000 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -165845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -163421.984375 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -163422 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -164287.218750 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -164287.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -165430.062500 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -165430.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -166062.328125 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -166062.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -166394.171875 Penalty: 3730.304932
	Iteration 4F: 3 clusters Score -166394.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -166571.234375 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -166571.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -166695.953125 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -166696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -166755.593750 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -166755.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -166774.625000 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -166774.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -166794.671875 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -166794.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -166832.640625 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -166832.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -166879.093750 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -166879.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -166948.296875 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -166948.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -167022.281250 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -167022.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -167053.171875 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -167053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -167060.593750 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -167060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -167062.359375 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -167062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -167063.046875 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -167063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -167063.046875 Penalty: 3730.304932
	Iteration 18F: 3 clusters Score -167063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228268 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69287 members 
Mstep: Class 4 contains 10382 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 7 contains 33579 members 
Mstep: Class 8 contains 14590 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 463 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34944 members 
Mstep: Class 17 contains 21471 members 
Mstep: Class 18 contains 194489 members 
Mstep: Class 20 contains 26678 members 
Entering Unmasked Estep 
Score: -70063176.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70063512.000000 to -70063176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (38649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Entering Unmasked Estep 
Score: -3971454.000000 Penalty: 2619.444336
	Iteration 0F: 2 clusters Score -3971454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3945165.000000 Penalty: 5238.888672
	Iteration 0F: 3 clusters Score -3945165 nChanged 17680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3954741.250000 Penalty: 5238.888672
	Iteration 1F: 3 clusters Score -3954741 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3955135.250000 Penalty: 5238.888672
	Iteration 2Q: 3 clusters Score -3955135 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3955438.750000 Penalty: 5238.888672
	Iteration 3Q: 3 clusters Score -3955439 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3955705.000000 Penalty: 5238.888672
	Iteration 4Q: 3 clusters Score -3955705 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3955959.000000 Penalty: 5238.888672
	Iteration 5Q: 3 clusters Score -3955959 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -3956253.000000 Penalty: 5238.888672
	Iteration 6Q: 3 clusters Score -3956253 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3956622.250000 Penalty: 5238.888672
	Iteration 7Q: 3 clusters Score -3956622 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3957110.250000 Penalty: 5238.888672
	Iteration 8Q: 3 clusters Score -3957110 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3957873.000000 Penalty: 5238.888672
	Iteration 9Q: 3 clusters Score -3957873 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -3959106.000000 Penalty: 5238.888672
	Iteration 10F: 3 clusters Score -3959106 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3960957.000000 Penalty: 5238.888672
	Iteration 11F: 3 clusters Score -3960957 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3963233.750000 Penalty: 5238.888672
	Iteration 12F: 3 clusters Score -3963234 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3965413.250000 Penalty: 5238.888672
	Iteration 13F: 3 clusters Score -3965413 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3967140.750000 Penalty: 5238.888672
	Iteration 14Q: 3 clusters Score -3967141 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3968204.750000 Penalty: 5238.888672
	Iteration 15Q: 3 clusters Score -3968205 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3968729.750000 Penalty: 5238.888672
	Iteration 16Q: 3 clusters Score -3968730 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3968930.000000 Penalty: 5238.888672
	Iteration 17Q: 3 clusters Score -3968930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3969033.500000 Penalty: 5238.888672
	Iteration 18Q: 3 clusters Score -3969034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3969083.250000 Penalty: 5238.888672
	Iteration 19Q: 3 clusters Score -3969083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3969109.500000 Penalty: 5238.888672
	Iteration 20F: 3 clusters Score -3969110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3969120.000000 Penalty: 5238.888672
	Iteration 21Q: 3 clusters Score -3969120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3969130.500000 Penalty: 5238.888672
	Iteration 22Q: 3 clusters Score -3969130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3969138.000000 Penalty: 5238.888672
	Iteration 23Q: 3 clusters Score -3969138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3969138.000000 Penalty: 5238.888672
	Iteration 24F: 3 clusters Score -3969138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Entering Unmasked Estep 
Score: -3719864.500000 Penalty: 2594.452637
	Iteration 0F: 2 clusters Score -3719864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3696070.000000 Penalty: 5188.905273
	Iteration 0F: 3 clusters Score -3696070 nChanged 15807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -3704828.750000 Penalty: 5188.905273
	Iteration 1F: 3 clusters Score -3704829 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3705446.500000 Penalty: 5188.905273
	Iteration 2Q: 3 clusters Score -3705446 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3706123.750000 Penalty: 5188.905273
	Iteration 3Q: 3 clusters Score -3706124 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3706819.250000 Penalty: 5188.905273
	Iteration 4Q: 3 clusters Score -3706819 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3707580.000000 Penalty: 5188.905273
	Iteration 5Q: 3 clusters Score -3707580 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3708367.500000 Penalty: 5188.905273
	Iteration 6Q: 3 clusters Score -3708368 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3709215.750000 Penalty: 5188.905273
	Iteration 7Q: 3 clusters Score -3709216 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3710109.250000 Penalty: 5188.905273
	Iteration 8Q: 3 clusters Score -3710109 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3711051.750000 Penalty: 5188.905273
	Iteration 9Q: 3 clusters Score -3711052 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3712052.250000 Penalty: 5188.905273
	Iteration 10Q: 3 clusters Score -3712052 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -3712957.000000 Penalty: 5188.905273
	Iteration 11Q: 3 clusters Score -3712957 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3713585.000000 Penalty: 5188.905273
	Iteration 12Q: 3 clusters Score -3713585 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3713953.000000 Penalty: 5188.905273
	Iteration 13Q: 3 clusters Score -3713953 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3714149.250000 Penalty: 5188.905273
	Iteration 14Q: 3 clusters Score -3714149 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3714253.500000 Penalty: 5188.905273
	Iteration 15Q: 3 clusters Score -3714254 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3714346.000000 Penalty: 5188.905273
	Iteration 16Q: 3 clusters Score -3714346 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3714423.750000 Penalty: 5188.905273
	Iteration 17Q: 3 clusters Score -3714424 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3714473.000000 Penalty: 5188.905273
	Iteration 18Q: 3 clusters Score -3714473 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3714507.000000 Penalty: 5188.905273
	Iteration 19Q: 3 clusters Score -3714507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3714546.250000 Penalty: 5188.905273
	Iteration 20F: 3 clusters Score -3714546 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3714587.000000 Penalty: 5188.905273
	Iteration 21Q: 3 clusters Score -3714587 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3714613.250000 Penalty: 5188.905273
	Iteration 22Q: 3 clusters Score -3714613 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3714636.250000 Penalty: 5188.905273
	Iteration 23Q: 3 clusters Score -3714636 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3714683.000000 Penalty: 5188.905273
	Iteration 24Q: 3 clusters Score -3714683 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3714712.500000 Penalty: 5188.905273
	Iteration 25Q: 3 clusters Score -3714712 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3714737.750000 Penalty: 5188.905273
	Iteration 26Q: 3 clusters Score -3714738 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3714752.250000 Penalty: 5188.905273
	Iteration 27Q: 3 clusters Score -3714752 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3714782.250000 Penalty: 5188.905273
	Iteration 28Q: 3 clusters Score -3714782 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3714798.750000 Penalty: 5188.905273
	Iteration 29Q: 3 clusters Score -3714799 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3714821.500000 Penalty: 5188.905273
	Iteration 30Q: 3 clusters Score -3714822 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -3714840.750000 Penalty: 5188.905273
	Iteration 31Q: 3 clusters Score -3714841 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3714841.750000 Penalty: 5188.905273
	Iteration 32Q: 3 clusters Score -3714842 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3714852.500000 Penalty: 5188.905273
	Iteration 33Q: 3 clusters Score -3714852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3714852.500000 Penalty: 5188.905273
	Iteration 34Q: 3 clusters Score -3714852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -3714873.500000 Penalty: 5188.905273
	Iteration 35Q: 3 clusters Score -3714874 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3714882.250000 Penalty: 5188.905273
	Iteration 36Q: 3 clusters Score -3714882 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3714903.750000 Penalty: 5188.905273
	Iteration 37Q: 3 clusters Score -3714904 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3714911.000000 Penalty: 5188.905273
	Iteration 38Q: 3 clusters Score -3714911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3714929.000000 Penalty: 5188.905273
	Iteration 39Q: 3 clusters Score -3714929 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3714938.250000 Penalty: 5188.905273
	Iteration 40F: 3 clusters Score -3714938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3714952.750000 Penalty: 5188.905273
	Iteration 41Q: 3 clusters Score -3714953 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3714956.750000 Penalty: 5188.905273
	Iteration 42Q: 3 clusters Score -3714957 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3714977.250000 Penalty: 5188.905273
	Iteration 43Q: 3 clusters Score -3714977 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3714989.750000 Penalty: 5188.905273
	Iteration 44Q: 3 clusters Score -3714990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3714993.500000 Penalty: 5188.905273
	Iteration 45Q: 3 clusters Score -3714994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3715002.750000 Penalty: 5188.905273
	Iteration 46Q: 3 clusters Score -3715003 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3715005.750000 Penalty: 5188.905273
	Iteration 47Q: 3 clusters Score -3715006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3715018.750000 Penalty: 5188.905273
	Iteration 48Q: 3 clusters Score -3715019 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3715021.750000 Penalty: 5188.905273
	Iteration 49Q: 3 clusters Score -3715022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3715033.500000 Penalty: 5188.905273
	Iteration 50Q: 3 clusters Score -3715034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3715044.000000 Penalty: 5188.905273
	Iteration 51Q: 3 clusters Score -3715044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3715062.000000 Penalty: 5188.905273
	Iteration 52Q: 3 clusters Score -3715062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3715066.250000 Penalty: 5188.905273
	Iteration 53Q: 3 clusters Score -3715066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3715069.500000 Penalty: 5188.905273
	Iteration 54Q: 3 clusters Score -3715070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3715090.000000 Penalty: 5188.905273
	Iteration 55Q: 3 clusters Score -3715090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3715081.750000 Penalty: 5188.905273
	Iteration 56Q: 3 clusters Score -3715082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3715079.500000 Penalty: 5188.905273
	Iteration 57Q: 3 clusters Score -3715080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3715088.000000 Penalty: 5188.905273
	Iteration 58Q: 3 clusters Score -3715088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3715092.250000 Penalty: 5188.905273
	Iteration 59Q: 3 clusters Score -3715092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3715101.000000 Penalty: 5188.905273
	Iteration 60F: 3 clusters Score -3715101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3715099.250000 Penalty: 5188.905273
	Iteration 61Q: 3 clusters Score -3715099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3715099.500000 Penalty: 5188.905273
	Iteration 62Q: 3 clusters Score -3715100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3715107.750000 Penalty: 5188.905273
	Iteration 63Q: 3 clusters Score -3715108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3715103.500000 Penalty: 5188.905273
	Iteration 64Q: 3 clusters Score -3715104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3715116.250000 Penalty: 5188.905273
	Iteration 65Q: 3 clusters Score -3715116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3715108.250000 Penalty: 5188.905273
	Iteration 66Q: 3 clusters Score -3715108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3715113.000000 Penalty: 5188.905273
	Iteration 67Q: 3 clusters Score -3715113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3715126.000000 Penalty: 5188.905273
	Iteration 68Q: 3 clusters Score -3715126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3715131.750000 Penalty: 5188.905273
	Iteration 69Q: 3 clusters Score -3715132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3715126.500000 Penalty: 5188.905273
	Iteration 70Q: 3 clusters Score -3715126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3715125.500000 Penalty: 5188.905273
	Iteration 71Q: 3 clusters Score -3715126 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3715137.500000 Penalty: 5188.905273
	Iteration 72Q: 3 clusters Score -3715138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3715143.000000 Penalty: 5188.905273
	Iteration 73Q: 3 clusters Score -3715143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3715143.000000 Penalty: 5188.905273
	Iteration 74Q: 3 clusters Score -3715143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3715142.000000 Penalty: 5188.905273
	Iteration 75Q: 3 clusters Score -3715142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3715141.250000 Penalty: 5188.905273
	Iteration 76Q: 3 clusters Score -3715141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3715153.250000 Penalty: 5188.905273
	Iteration 77Q: 3 clusters Score -3715153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3715151.250000 Penalty: 5188.905273
	Iteration 78Q: 3 clusters Score -3715151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3715150.500000 Penalty: 5188.905273
	Iteration 79Q: 3 clusters Score -3715150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3715150.000000 Penalty: 5188.905273
	Iteration 80F: 3 clusters Score -3715150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3715158.750000 Penalty: 5188.905273
	Iteration 81Q: 3 clusters Score -3715159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3715164.750000 Penalty: 5188.905273
	Iteration 82Q: 3 clusters Score -3715165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -3715163.750000 Penalty: 5188.905273
	Iteration 83Q: 3 clusters Score -3715164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3715182.250000 Penalty: 5188.905273
	Iteration 84Q: 3 clusters Score -3715182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3715188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3715199.750000 Penalty: 5188.905273
	Iteration 86Q: 3 clusters Score -3715200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3715202.000000 Penalty: 5188.905273
	Iteration 87Q: 3 clusters Score -3715202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3715201.750000 Penalty: 5188.905273
	Iteration 88Q: 3 clusters Score -3715202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -3715208.250000 Penalty: 5188.905273
	Iteration 89Q: 3 clusters Score -3715208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3715215.000000 Penalty: 5188.905273
	Iteration 90Q: 3 clusters Score -3715215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3715219.000000 Penalty: 5188.905273
	Iteration 91Q: 3 clusters Score -3715219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3715216.500000 Penalty: 5188.905273
	Iteration 92Q: 3 clusters Score -3715216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3715210.250000 Penalty: 5188.905273
	Iteration 93Q: 3 clusters Score -3715210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3715222.500000 Penalty: 5188.905273
	Iteration 94Q: 3 clusters Score -3715222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3715221.500000 Penalty: 5188.905273
	Iteration 95Q: 3 clusters Score -3715222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3715218.500000 Penalty: 5188.905273
	Iteration 96Q: 3 clusters Score -3715218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3715232.000000 Penalty: 5188.905273
	Iteration 97Q: 3 clusters Score -3715232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3715235.500000 Penalty: 5188.905273
	Iteration 98Q: 3 clusters Score -3715236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3715239.500000 Penalty: 5188.905273
	Iteration 99Q: 3 clusters Score -3715240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3715238.000000 Penalty: 5188.905273
	Iteration 100F: 3 clusters Score -3715238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3715242.500000 Penalty: 5188.905273
	Iteration 101Q: 3 clusters Score -3715242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3715243.750000 Penalty: 5188.905273
	Iteration 102Q: 3 clusters Score -3715244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3715243.750000 Penalty: 5188.905273
	Iteration 103Q: 3 clusters Score -3715244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3715243.500000 Penalty: 5188.905273
	Iteration 104Q: 3 clusters Score -3715244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3715246.500000 Penalty: 5188.905273
	Iteration 105Q: 3 clusters Score -3715246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3715252.750000 Penalty: 5188.905273
	Iteration 106Q: 3 clusters Score -3715253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3715251.750000 Penalty: 5188.905273
	Iteration 107Q: 3 clusters Score -3715252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3715251.000000 Penalty: 5188.905273
	Iteration 108Q: 3 clusters Score -3715251 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3715259.500000 Penalty: 5188.905273
	Iteration 109Q: 3 clusters Score -3715260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -3715267.250000 Penalty: 5188.905273
	Iteration 110Q: 3 clusters Score -3715267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3715262.000000 Penalty: 5188.905273
	Iteration 111Q: 3 clusters Score -3715262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3715272.250000 Penalty: 5188.905273
	Iteration 112Q: 3 clusters Score -3715272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3715274.500000 Penalty: 5188.905273
	Iteration 113Q: 3 clusters Score -3715274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3715282.500000 Penalty: 5188.905273
	Iteration 114Q: 3 clusters Score -3715282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3715282.750000 Penalty: 5188.905273
	Iteration 115Q: 3 clusters Score -3715283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3715280.750000 Penalty: 5188.905273
	Iteration 116Q: 3 clusters Score -3715281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3715282.500000 Penalty: 5188.905273
	Iteration 117Q: 3 clusters Score -3715282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3715296.750000 Penalty: 5188.905273
	Iteration 118Q: 3 clusters Score -3715297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3715308.250000 Penalty: 5188.905273
	Iteration 119Q: 3 clusters Score -3715308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3715308.500000 Penalty: 5188.905273
	Iteration 120F: 3 clusters Score -3715308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3715322.250000 Penalty: 5188.905273
	Iteration 121Q: 3 clusters Score -3715322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3715327.250000 Penalty: 5188.905273
	Iteration 122Q: 3 clusters Score -3715327 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3715327.250000 Penalty: 5188.905273
	Iteration 123Q: 3 clusters Score -3715327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3715330.500000 Penalty: 5188.905273
	Iteration 124Q: 3 clusters Score -3715330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3715347.750000 Penalty: 5188.905273
	Iteration 125Q: 3 clusters Score -3715348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3715344.000000 Penalty: 5188.905273
	Iteration 126Q: 3 clusters Score -3715344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3715348.000000 Penalty: 5188.905273
	Iteration 127Q: 3 clusters Score -3715348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3715357.000000 Penalty: 5188.905273
	Iteration 128Q: 3 clusters Score -3715357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3715369.250000 Penalty: 5188.905273
	Iteration 129Q: 3 clusters Score -3715369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3715377.750000 Penalty: 5188.905273
	Iteration 130Q: 3 clusters Score -3715378 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3715384.000000 Penalty: 5188.905273
	Iteration 131Q: 3 clusters Score -3715384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3715396.750000 Penalty: 5188.905273
	Iteration 132Q: 3 clusters Score -3715397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3715400.500000 Penalty: 5188.905273
	Iteration 133Q: 3 clusters Score -3715400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3715408.750000 Penalty: 5188.905273
	Iteration 134Q: 3 clusters Score -3715409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3715411.500000 Penalty: 5188.905273
	Iteration 135Q: 3 clusters Score -3715412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3715418.750000 Penalty: 5188.905273
	Iteration 136Q: 3 clusters Score -3715419 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3715426.250000 Penalty: 5188.905273
	Iteration 137Q: 3 clusters Score -3715426 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3715432.500000 Penalty: 5188.905273
	Iteration 138Q: 3 clusters Score -3715432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3715437.500000 Penalty: 5188.905273
	Iteration 139Q: 3 clusters Score -3715438 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3715441.000000 Penalty: 5188.905273
	Iteration 140F: 3 clusters Score -3715441 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3715461.500000 Penalty: 5188.905273
	Iteration 141Q: 3 clusters Score -3715462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3715478.000000 Penalty: 5188.905273
	Iteration 142Q: 3 clusters Score -3715478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3715475.750000 Penalty: 5188.905273
	Iteration 143Q: 3 clusters Score -3715476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3715484.250000 Penalty: 5188.905273
	Iteration 144Q: 3 clusters Score -3715484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3715479.500000 Penalty: 5188.905273
	Iteration 145Q: 3 clusters Score -3715480 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3715487.500000 Penalty: 5188.905273
	Iteration 146Q: 3 clusters Score -3715488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3715490.250000 Penalty: 5188.905273
	Iteration 147Q: 3 clusters Score -3715490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13305 members 
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Mstep: Class 2 contains 13270 members 
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Mstep: Class 2 contains 13244 members 
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Mstep: Class 2 contains 13194 members 
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Mstep: Class 2 contains 13161 members 
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Mstep: Class 2 contains 12975 members 
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	Iteration 160F: 3 clusters Score -3715502 nChanged 24
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	Iteration 162Q: 3 clusters Score -3715513 nChanged 30
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Mstep: Class 1 contains 22053 members 
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	Iteration 163Q: 3 clusters Score -3715519 nChanged 42
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Mstep: Class 2 contains 12759 members 
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Mstep: Class 1 contains 22232 members 
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Mstep: Class 1 contains 22281 members 
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	Iteration 168Q: 3 clusters Score -3715538 nChanged 55
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	Iteration 180F: 3 clusters Score -3715579 nChanged 37
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	Iteration 186Q: 3 clusters Score -3715605 nChanged 55
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	Iteration 188Q: 3 clusters Score -3715612 nChanged 73
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	Iteration 189Q: 3 clusters Score -3715623 nChanged 65
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	Iteration 190Q: 3 clusters Score -3715620 nChanged 65
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	Iteration 191Q: 3 clusters Score -3715625 nChanged 66
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	Iteration 192Q: 3 clusters Score -3715632 nChanged 65
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	Iteration 193Q: 3 clusters Score -3715642 nChanged 66
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	Iteration 195Q: 3 clusters Score -3715653 nChanged 80
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	Iteration 196Q: 3 clusters Score -3715659 nChanged 91
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	Iteration 198Q: 3 clusters Score -3715701 nChanged 96
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	Iteration 200F: 3 clusters Score -3715730 nChanged 113
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	Iteration 201Q: 3 clusters Score -3715738 nChanged 109
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	Iteration 202Q: 3 clusters Score -3715744 nChanged 131
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	Iteration 203Q: 3 clusters Score -3715773 nChanged 158
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	Iteration 204Q: 3 clusters Score -3715792 nChanged 146
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	Iteration 205Q: 3 clusters Score -3715810 nChanged 144
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	Iteration 206Q: 3 clusters Score -3715826 nChanged 146
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	Iteration 207Q: 3 clusters Score -3715847 nChanged 137
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	Iteration 208Q: 3 clusters Score -3715862 nChanged 137
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	Iteration 209Q: 3 clusters Score -3715868 nChanged 136
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	Iteration 215Q: 3 clusters Score -3716015 nChanged 155
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	Iteration 216Q: 3 clusters Score -3716044 nChanged 165
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	Iteration 220F: 3 clusters Score -3716170 nChanged 203
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	Iteration 222Q: 3 clusters Score -3716251 nChanged 201
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	Iteration 223Q: 3 clusters Score -3716286 nChanged 205
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	Iteration 224Q: 3 clusters Score -3716322 nChanged 202
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	Iteration 226Q: 3 clusters Score -3716413 nChanged 208
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	Iteration 229Q: 3 clusters Score -3716588 nChanged 247
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	Iteration 230Q: 3 clusters Score -3716674 nChanged 235
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	Iteration 231Q: 3 clusters Score -3716721 nChanged 246
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	Iteration 232Q: 3 clusters Score -3716789 nChanged 214
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	Iteration 233Q: 3 clusters Score -3716847 nChanged 228
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Mstep: Class 1 contains 30283 members 
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	Iteration 234Q: 3 clusters Score -3716924 nChanged 221
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	Iteration 235Q: 3 clusters Score -3716978 nChanged 209
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Mstep: Class 1 contains 30707 members 
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	Iteration 236Q: 3 clusters Score -3717037 nChanged 181
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	Iteration 237Q: 3 clusters Score -3717070 nChanged 160
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	Iteration 238Q: 3 clusters Score -3717107 nChanged 185
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Mstep: Class 1 contains 31231 members 
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Entering Unmasked Estep 
Score: -3717157.250000 Penalty: 5188.905273
	Iteration 239Q: 3 clusters Score -3717157 nChanged 177
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Mstep: Class 1 contains 31408 members 
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Entering Unmasked Estep 
Score: -3717221.500000 Penalty: 5188.905273
	Iteration 240F: 3 clusters Score -3717222 nChanged 170
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Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3717291.000000 Penalty: 5188.905273
	Iteration 241Q: 3 clusters Score -3717291 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3717331.750000 Penalty: 5188.905273
	Iteration 242Q: 3 clusters Score -3717332 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -3717395.500000 Penalty: 5188.905273
	Iteration 243Q: 3 clusters Score -3717396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3717438.000000 Penalty: 5188.905273
	Iteration 244Q: 3 clusters Score -3717438 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3717474.500000 Penalty: 5188.905273
	Iteration 245Q: 3 clusters Score -3717474 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3717516.250000 Penalty: 5188.905273
	Iteration 246Q: 3 clusters Score -3717516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3717543.250000 Penalty: 5188.905273
	Iteration 247Q: 3 clusters Score -3717543 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3717562.250000 Penalty: 5188.905273
	Iteration 248Q: 3 clusters Score -3717562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3717584.250000 Penalty: 5188.905273
	Iteration 249Q: 3 clusters Score -3717584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3717604.250000 Penalty: 5188.905273
	Iteration 250Q: 3 clusters Score -3717604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3717620.750000 Penalty: 5188.905273
	Iteration 251Q: 3 clusters Score -3717621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3717628.250000 Penalty: 5188.905273
	Iteration 252Q: 3 clusters Score -3717628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3717649.000000 Penalty: 5188.905273
	Iteration 253Q: 3 clusters Score -3717649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3717665.500000 Penalty: 5188.905273
	Iteration 254Q: 3 clusters Score -3717666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3717679.500000 Penalty: 5188.905273
	Iteration 255Q: 3 clusters Score -3717680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3717699.250000 Penalty: 5188.905273
	Iteration 256Q: 3 clusters Score -3717699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3717719.250000 Penalty: 5188.905273
	Iteration 257Q: 3 clusters Score -3717719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3717745.000000 Penalty: 5188.905273
	Iteration 258Q: 3 clusters Score -3717745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3717748.500000 Penalty: 5188.905273
	Iteration 259Q: 3 clusters Score -3717748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3717763.000000 Penalty: 5188.905273
	Iteration 260F: 3 clusters Score -3717763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3717770.250000 Penalty: 5188.905273
	Iteration 261Q: 3 clusters Score -3717770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3717777.250000 Penalty: 5188.905273
	Iteration 262Q: 3 clusters Score -3717777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3717779.750000 Penalty: 5188.905273
	Iteration 263Q: 3 clusters Score -3717780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3717781.250000 Penalty: 5188.905273
	Iteration 264Q: 3 clusters Score -3717781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3717785.250000 Penalty: 5188.905273
	Iteration 265Q: 3 clusters Score -3717785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3717794.000000 Penalty: 5188.905273
	Iteration 266Q: 3 clusters Score -3717794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3717795.250000 Penalty: 5188.905273
	Iteration 267Q: 3 clusters Score -3717795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3717796.000000 Penalty: 5188.905273
	Iteration 268Q: 3 clusters Score -3717796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3717806.750000 Penalty: 5188.905273
	Iteration 269Q: 3 clusters Score -3717807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3717804.750000 Penalty: 5188.905273
	Iteration 270Q: 3 clusters Score -3717805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3717805.250000 Penalty: 5188.905273
	Iteration 271Q: 3 clusters Score -3717805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3717815.250000 Penalty: 5188.905273
	Iteration 272Q: 3 clusters Score -3717815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3717816.500000 Penalty: 5188.905273
	Iteration 273Q: 3 clusters Score -3717816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3717826.500000 Penalty: 5188.905273
	Iteration 274Q: 3 clusters Score -3717826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3717831.250000 Penalty: 5188.905273
	Iteration 275Q: 3 clusters Score -3717831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3717831.250000 Penalty: 5188.905273
	Iteration 276Q: 3 clusters Score -3717831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3717834.250000 Penalty: 5188.905273
	Iteration 277Q: 3 clusters Score -3717834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3717838.000000 Penalty: 5188.905273
	Iteration 278Q: 3 clusters Score -3717838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3717839.750000 Penalty: 5188.905273
	Iteration 279Q: 3 clusters Score -3717840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3717841.500000 Penalty: 5188.905273
	Iteration 280F: 3 clusters Score -3717842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3717844.750000 Penalty: 5188.905273
	Iteration 281Q: 3 clusters Score -3717845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3717845.250000 Penalty: 5188.905273
	Iteration 282Q: 3 clusters Score -3717845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3717844.750000 Penalty: 5188.905273
	Iteration 283Q: 3 clusters Score -3717845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3717847.500000 Penalty: 5188.905273
	Iteration 284Q: 3 clusters Score -3717848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3717851.250000 Penalty: 5188.905273
	Iteration 285Q: 3 clusters Score -3717851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3717850.250000 Penalty: 5188.905273
	Iteration 286Q: 3 clusters Score -3717850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3717849.000000 Penalty: 5188.905273
	Iteration 287Q: 3 clusters Score -3717849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3717849.000000 Penalty: 5188.905273
	Iteration 288F: 3 clusters Score -3717849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Entering Unmasked Estep 
Score: -2283539.500000 Penalty: 2473.665771
	Iteration 0F: 2 clusters Score -2283540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2268475.000000 Penalty: 4947.331543
	Iteration 0F: 3 clusters Score -2268475 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2273459.750000 Penalty: 4947.331543
	Iteration 1F: 3 clusters Score -2273460 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2273837.750000 Penalty: 4947.331543
	Iteration 2F: 3 clusters Score -2273838 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2274170.000000 Penalty: 4947.331543
	Iteration 3Q: 3 clusters Score -2274170 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2274486.750000 Penalty: 4947.331543
	Iteration 4Q: 3 clusters Score -2274487 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2274812.750000 Penalty: 4947.331543
	Iteration 5Q: 3 clusters Score -2274813 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2275191.000000 Penalty: 4947.331543
	Iteration 6Q: 3 clusters Score -2275191 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2275600.000000 Penalty: 4947.331543
	Iteration 7Q: 3 clusters Score -2275600 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2276099.750000 Penalty: 4947.331543
	Iteration 8Q: 3 clusters Score -2276100 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2276689.000000 Penalty: 4947.331543
	Iteration 9Q: 3 clusters Score -2276689 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2277309.500000 Penalty: 4947.331543
	Iteration 10Q: 3 clusters Score -2277310 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2277949.000000 Penalty: 4947.331543
	Iteration 11Q: 3 clusters Score -2277949 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2278650.500000 Penalty: 4947.331543
	Iteration 12Q: 3 clusters Score -2278650 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2279248.750000 Penalty: 4947.331543
	Iteration 13Q: 3 clusters Score -2279249 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2279733.750000 Penalty: 4947.331543
	Iteration 14Q: 3 clusters Score -2279734 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2280150.750000 Penalty: 4947.331543
	Iteration 15Q: 3 clusters Score -2280151 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2280479.000000 Penalty: 4947.331543
	Iteration 16Q: 3 clusters Score -2280479 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2280737.000000 Penalty: 4947.331543
	Iteration 17Q: 3 clusters Score -2280737 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2280912.750000 Penalty: 4947.331543
	Iteration 18Q: 3 clusters Score -2280913 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2281020.250000 Penalty: 4947.331543
	Iteration 19Q: 3 clusters Score -2281020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2281105.250000 Penalty: 4947.331543
	Iteration 20F: 3 clusters Score -2281105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2281182.000000 Penalty: 4947.331543
	Iteration 21Q: 3 clusters Score -2281182 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2281237.000000 Penalty: 4947.331543
	Iteration 22Q: 3 clusters Score -2281237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2281272.750000 Penalty: 4947.331543
	Iteration 23Q: 3 clusters Score -2281273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2281301.250000 Penalty: 4947.331543
	Iteration 24Q: 3 clusters Score -2281301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2281319.750000 Penalty: 4947.331543
	Iteration 25Q: 3 clusters Score -2281320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2281332.500000 Penalty: 4947.331543
	Iteration 26Q: 3 clusters Score -2281332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2281338.500000 Penalty: 4947.331543
	Iteration 27Q: 3 clusters Score -2281338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2281355.000000 Penalty: 4947.331543
	Iteration 28Q: 3 clusters Score -2281355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2281367.250000 Penalty: 4947.331543
	Iteration 29Q: 3 clusters Score -2281367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2281372.000000 Penalty: 4947.331543
	Iteration 30Q: 3 clusters Score -2281372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2281376.000000 Penalty: 4947.331543
	Iteration 31Q: 3 clusters Score -2281376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2281377.250000 Penalty: 4947.331543
	Iteration 32Q: 3 clusters Score -2281377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2281377.250000 Penalty: 4947.331543
	Iteration 33Q: 3 clusters Score -2281377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2281378.250000 Penalty: 4947.331543
	Iteration 34Q: 3 clusters Score -2281378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2281384.250000 Penalty: 4947.331543
	Iteration 35Q: 3 clusters Score -2281384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2281387.500000 Penalty: 4947.331543
	Iteration 36Q: 3 clusters Score -2281388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2281388.000000 Penalty: 4947.331543
	Iteration 37Q: 3 clusters Score -2281388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2281389.500000 Penalty: 4947.331543
	Iteration 38Q: 3 clusters Score -2281390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2281393.500000 Penalty: 4947.331543
	Iteration 39Q: 3 clusters Score -2281394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2281393.500000 Penalty: 4947.331543
	Iteration 40F: 3 clusters Score -2281394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (194489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194489 members 
Entering Unmasked Estep 
Score: -20289930.000000 Penalty: 3020.176514
	Iteration 0F: 2 clusters Score -2.028993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97511 members 
Mstep: Class 2 contains 96978 members 
Entering Unmasked Estep 
Score: -20167780.000000 Penalty: 6040.353027
	Iteration 0F: 3 clusters Score -2.016778e+07 nChanged 93739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103272 members 
Mstep: Class 2 contains 91217 members 
Entering Unmasked Estep 
Score: -20224006.000000 Penalty: 6040.353027
	Iteration 1F: 3 clusters Score -2.022401e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107052 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -20226626.000000 Penalty: 6040.353027
	Iteration 2Q: 3 clusters Score -2.022663e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112509 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -20230378.000000 Penalty: 6040.353027
	Iteration 3Q: 3 clusters Score -2.023038e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -20235950.000000 Penalty: 6040.353027
	Iteration 4F: 3 clusters Score -2.023595e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127738 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -20243988.000000 Penalty: 6040.353027
	Iteration 5F: 3 clusters Score -2.024399e+07 nChanged 12993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135875 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -20253430.000000 Penalty: 6040.353027
	Iteration 6F: 3 clusters Score -2.025343e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142191 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -20261844.000000 Penalty: 6040.353027
	Iteration 7F: 3 clusters Score -2.026184e+07 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -20268068.000000 Penalty: 6040.353027
	Iteration 8F: 3 clusters Score -2.026807e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -20271642.000000 Penalty: 6040.353027
	Iteration 9Q: 3 clusters Score -2.027164e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149088 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -20273238.000000 Penalty: 6040.353027
	Iteration 10Q: 3 clusters Score -2.027324e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -20274216.000000 Penalty: 6040.353027
	Iteration 11Q: 3 clusters Score -2.027422e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -20275098.000000 Penalty: 6040.353027
	Iteration 12Q: 3 clusters Score -2.02751e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152538 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -20275688.000000 Penalty: 6040.353027
	Iteration 13Q: 3 clusters Score -2.027569e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -20276182.000000 Penalty: 6040.353027
	Iteration 14Q: 3 clusters Score -2.027618e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -20276636.000000 Penalty: 6040.353027
	Iteration 15Q: 3 clusters Score -2.027664e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155776 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -20277160.000000 Penalty: 6040.353027
	Iteration 16Q: 3 clusters Score -2.027716e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -20277616.000000 Penalty: 6040.353027
	Iteration 17Q: 3 clusters Score -2.027762e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -20278070.000000 Penalty: 6040.353027
	Iteration 18Q: 3 clusters Score -2.027807e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158900 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -20278570.000000 Penalty: 6040.353027
	Iteration 19Q: 3 clusters Score -2.027857e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -20278996.000000 Penalty: 6040.353027
	Iteration 20F: 3 clusters Score -2.0279e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -20279434.000000 Penalty: 6040.353027
	Iteration 21Q: 3 clusters Score -2.027943e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162043 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -20279898.000000 Penalty: 6040.353027
	Iteration 22Q: 3 clusters Score -2.02799e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163059 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -20280218.000000 Penalty: 6040.353027
	Iteration 23Q: 3 clusters Score -2.028022e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -20280440.000000 Penalty: 6040.353027
	Iteration 24Q: 3 clusters Score -2.028044e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165085 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -20280620.000000 Penalty: 6040.353027
	Iteration 25Q: 3 clusters Score -2.028062e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -20280904.000000 Penalty: 6040.353027
	Iteration 26Q: 3 clusters Score -2.02809e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -20281092.000000 Penalty: 6040.353027
	Iteration 27Q: 3 clusters Score -2.028109e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -20281344.000000 Penalty: 6040.353027
	Iteration 28Q: 3 clusters Score -2.028134e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -20281586.000000 Penalty: 6040.353027
	Iteration 29Q: 3 clusters Score -2.028159e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -20281794.000000 Penalty: 6040.353027
	Iteration 30Q: 3 clusters Score -2.028179e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170529 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -20281972.000000 Penalty: 6040.353027
	Iteration 31Q: 3 clusters Score -2.028197e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171394 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -20282292.000000 Penalty: 6040.353027
	Iteration 32Q: 3 clusters Score -2.028229e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172235 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -20282514.000000 Penalty: 6040.353027
	Iteration 33Q: 3 clusters Score -2.028251e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173098 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -20282824.000000 Penalty: 6040.353027
	Iteration 34Q: 3 clusters Score -2.028282e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173984 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -20283232.000000 Penalty: 6040.353027
	Iteration 35Q: 3 clusters Score -2.028323e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174856 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -20283666.000000 Penalty: 6040.353027
	Iteration 36Q: 3 clusters Score -2.028367e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175745 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -20284262.000000 Penalty: 6040.353027
	Iteration 37Q: 3 clusters Score -2.028426e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176659 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -20284924.000000 Penalty: 6040.353027
	Iteration 38Q: 3 clusters Score -2.028492e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177542 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -20285862.000000 Penalty: 6040.353027
	Iteration 39Q: 3 clusters Score -2.028586e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178414 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -20286742.000000 Penalty: 6040.353027
	Iteration 40F: 3 clusters Score -2.028674e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179132 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -20287466.000000 Penalty: 6040.353027
	Iteration 41Q: 3 clusters Score -2.028747e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179739 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -20288050.000000 Penalty: 6040.353027
	Iteration 42Q: 3 clusters Score -2.028805e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -20288366.000000 Penalty: 6040.353027
	Iteration 43Q: 3 clusters Score -2.028837e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180657 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -20288562.000000 Penalty: 6040.353027
	Iteration 44Q: 3 clusters Score -2.028856e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181009 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -20288580.000000 Penalty: 6040.353027
	Iteration 45Q: 3 clusters Score -2.028858e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181328 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -20288688.000000 Penalty: 6040.353027
	Iteration 46Q: 3 clusters Score -2.028869e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181580 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -20288760.000000 Penalty: 6040.353027
	Iteration 47Q: 3 clusters Score -2.028876e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181784 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -20288788.000000 Penalty: 6040.353027
	Iteration 48Q: 3 clusters Score -2.028879e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -20288840.000000 Penalty: 6040.353027
	Iteration 49Q: 3 clusters Score -2.028884e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182144 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -20288856.000000 Penalty: 6040.353027
	Iteration 50Q: 3 clusters Score -2.028886e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182317 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -20288858.000000 Penalty: 6040.353027
	Iteration 51Q: 3 clusters Score -2.028886e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182486 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -20288920.000000 Penalty: 6040.353027
	Iteration 52Q: 3 clusters Score -2.028892e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -20288920.000000 Penalty: 6040.353027
	Iteration 53Q: 3 clusters Score -2.028892e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182753 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -20288904.000000 Penalty: 6040.353027
	Iteration 54Q: 3 clusters Score -2.02889e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182858 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -20288888.000000 Penalty: 6040.353027
	Iteration 55Q: 3 clusters Score -2.028889e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182963 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -20288918.000000 Penalty: 6040.353027
	Iteration 56Q: 3 clusters Score -2.028892e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183051 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -20288902.000000 Penalty: 6040.353027
	Iteration 57Q: 3 clusters Score -2.02889e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183139 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -20288912.000000 Penalty: 6040.353027
	Iteration 58Q: 3 clusters Score -2.028891e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -20288944.000000 Penalty: 6040.353027
	Iteration 59Q: 3 clusters Score -2.028894e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183303 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -20288952.000000 Penalty: 6040.353027
	Iteration 60F: 3 clusters Score -2.028895e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183374 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -20288960.000000 Penalty: 6040.353027
	Iteration 61Q: 3 clusters Score -2.028896e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183427 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -20288952.000000 Penalty: 6040.353027
	Iteration 62Q: 3 clusters Score -2.028895e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183473 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -20288964.000000 Penalty: 6040.353027
	Iteration 63Q: 3 clusters Score -2.028896e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183513 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -20288954.000000 Penalty: 6040.353027
	Iteration 64Q: 3 clusters Score -2.028895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183548 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -20288956.000000 Penalty: 6040.353027
	Iteration 65Q: 3 clusters Score -2.028896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183578 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -20288920.000000 Penalty: 6040.353027
	Iteration 66Q: 3 clusters Score -2.028892e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183607 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -20288904.000000 Penalty: 6040.353027
	Iteration 67Q: 3 clusters Score -2.02889e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183637 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -20288904.000000 Penalty: 6040.353027
	Iteration 68Q: 3 clusters Score -2.02889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183662 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -20288914.000000 Penalty: 6040.353027
	Iteration 69Q: 3 clusters Score -2.028891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183685 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -20288914.000000 Penalty: 6040.353027
	Iteration 70Q: 3 clusters Score -2.028891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183713 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -20288928.000000 Penalty: 6040.353027
	Iteration 71Q: 3 clusters Score -2.028893e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183740 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -20288916.000000 Penalty: 6040.353027
	Iteration 72Q: 3 clusters Score -2.028892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -20288916.000000 Penalty: 6040.353027
	Iteration 73Q: 3 clusters Score -2.028892e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183801 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -20288916.000000 Penalty: 6040.353027
	Iteration 74Q: 3 clusters Score -2.028892e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183820 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -20288918.000000 Penalty: 6040.353027
	Iteration 75Q: 3 clusters Score -2.028892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183845 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -20288936.000000 Penalty: 6040.353027
	Iteration 76Q: 3 clusters Score -2.028894e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183865 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -20288958.000000 Penalty: 6040.353027
	Iteration 77Q: 3 clusters Score -2.028896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183887 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -20288968.000000 Penalty: 6040.353027
	Iteration 78Q: 3 clusters Score -2.028897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183905 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -20288984.000000 Penalty: 6040.353027
	Iteration 79Q: 3 clusters Score -2.028898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183917 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -20288984.000000 Penalty: 6040.353027
	Iteration 80F: 3 clusters Score -2.028898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183923 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -20288982.000000 Penalty: 6040.353027
	Iteration 81Q: 3 clusters Score -2.028898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183928 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -20288982.000000 Penalty: 6040.353027
	Iteration 82Q: 3 clusters Score -2.028898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -20288982.000000 Penalty: 6040.353027
	Iteration 83Q: 3 clusters Score -2.028898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183943 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -20289004.000000 Penalty: 6040.353027
	Iteration 84Q: 3 clusters Score -2.0289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183949 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -20288994.000000 Penalty: 6040.353027
	Iteration 85Q: 3 clusters Score -2.028899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183959 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -20288998.000000 Penalty: 6040.353027
	Iteration 86Q: 3 clusters Score -2.0289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -20288980.000000 Penalty: 6040.353027
	Iteration 87Q: 3 clusters Score -2.028898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183984 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -20288964.000000 Penalty: 6040.353027
	Iteration 88Q: 3 clusters Score -2.028896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183997 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -20288966.000000 Penalty: 6040.353027
	Iteration 89Q: 3 clusters Score -2.028897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184015 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -20288954.000000 Penalty: 6040.353027
	Iteration 90Q: 3 clusters Score -2.028895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184038 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -20288968.000000 Penalty: 6040.353027
	Iteration 91Q: 3 clusters Score -2.028897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184059 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -20288958.000000 Penalty: 6040.353027
	Iteration 92Q: 3 clusters Score -2.028896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184079 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -20288968.000000 Penalty: 6040.353027
	Iteration 93Q: 3 clusters Score -2.028897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184100 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -20288954.000000 Penalty: 6040.353027
	Iteration 94Q: 3 clusters Score -2.028895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -20288954.000000 Penalty: 6040.353027
	Iteration 95Q: 3 clusters Score -2.028895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184142 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -20288960.000000 Penalty: 6040.353027
	Iteration 96Q: 3 clusters Score -2.028896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184161 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -20288950.000000 Penalty: 6040.353027
	Iteration 97Q: 3 clusters Score -2.028895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184177 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -20288960.000000 Penalty: 6040.353027
	Iteration 98Q: 3 clusters Score -2.028896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184189 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -20288960.000000 Penalty: 6040.353027
	Iteration 99Q: 3 clusters Score -2.028896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184198 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -20288974.000000 Penalty: 6040.353027
	Iteration 100F: 3 clusters Score -2.028897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -20288966.000000 Penalty: 6040.353027
	Iteration 101Q: 3 clusters Score -2.028897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184212 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -20288974.000000 Penalty: 6040.353027
	Iteration 102Q: 3 clusters Score -2.028897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -20288962.000000 Penalty: 6040.353027
	Iteration 103Q: 3 clusters Score -2.028896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184229 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -20288964.000000 Penalty: 6040.353027
	Iteration 104Q: 3 clusters Score -2.028896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184234 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -20288962.000000 Penalty: 6040.353027
	Iteration 105Q: 3 clusters Score -2.028896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184234 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -20288962.000000 Penalty: 6040.353027
	Iteration 106F: 3 clusters Score -2.028896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Entering Unmasked Estep 
Score: -2833503.750000 Penalty: 2527.515381
	Iteration 0F: 2 clusters Score -2833504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2815054.250000 Penalty: 5055.030762
	Iteration 0F: 3 clusters Score -2815054 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2821386.000000 Penalty: 5055.030762
	Iteration 1F: 3 clusters Score -2821386 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2821840.250000 Penalty: 5055.030762
	Iteration 2Q: 3 clusters Score -2821840 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2822262.500000 Penalty: 5055.030762
	Iteration 3Q: 3 clusters Score -2822262 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2822691.000000 Penalty: 5055.030762
	Iteration 4Q: 3 clusters Score -2822691 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2823196.750000 Penalty: 5055.030762
	Iteration 5Q: 3 clusters Score -2823197 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2823721.250000 Penalty: 5055.030762
	Iteration 6Q: 3 clusters Score -2823721 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2824336.750000 Penalty: 5055.030762
	Iteration 7Q: 3 clusters Score -2824337 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2825137.500000 Penalty: 5055.030762
	Iteration 8F: 3 clusters Score -2825138 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2826273.250000 Penalty: 5055.030762
	Iteration 9F: 3 clusters Score -2826273 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2827766.750000 Penalty: 5055.030762
	Iteration 10F: 3 clusters Score -2827767 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2829240.250000 Penalty: 5055.030762
	Iteration 11F: 3 clusters Score -2829240 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2830286.750000 Penalty: 5055.030762
	Iteration 12Q: 3 clusters Score -2830287 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2830748.250000 Penalty: 5055.030762
	Iteration 13Q: 3 clusters Score -2830748 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2830983.000000 Penalty: 5055.030762
	Iteration 14Q: 3 clusters Score -2830983 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2831127.250000 Penalty: 5055.030762
	Iteration 15Q: 3 clusters Score -2831127 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2831217.250000 Penalty: 5055.030762
	Iteration 16Q: 3 clusters Score -2831217 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2831288.500000 Penalty: 5055.030762
	Iteration 17Q: 3 clusters Score -2831288 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2831357.000000 Penalty: 5055.030762
	Iteration 18Q: 3 clusters Score -2831357 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -2831418.750000 Penalty: 5055.030762
	Iteration 19Q: 3 clusters Score -2831419 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -2831477.000000 Penalty: 5055.030762
	Iteration 20F: 3 clusters Score -2831477 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2831528.500000 Penalty: 5055.030762
	Iteration 21Q: 3 clusters Score -2831528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2831572.750000 Penalty: 5055.030762
	Iteration 22Q: 3 clusters Score -2831573 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2831610.000000 Penalty: 5055.030762
	Iteration 23Q: 3 clusters Score -2831610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -2831635.750000 Penalty: 5055.030762
	Iteration 24Q: 3 clusters Score -2831636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2831673.000000 Penalty: 5055.030762
	Iteration 25Q: 3 clusters Score -2831673 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2831698.750000 Penalty: 5055.030762
	Iteration 26Q: 3 clusters Score -2831699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2831724.000000 Penalty: 5055.030762
	Iteration 27Q: 3 clusters Score -2831724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2831747.250000 Penalty: 5055.030762
	Iteration 28Q: 3 clusters Score -2831747 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -2831767.750000 Penalty: 5055.030762
	Iteration 29Q: 3 clusters Score -2831768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2831787.000000 Penalty: 5055.030762
	Iteration 30Q: 3 clusters Score -2831787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -2831798.250000 Penalty: 5055.030762
	Iteration 31Q: 3 clusters Score -2831798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -2831812.250000 Penalty: 5055.030762
	Iteration 32Q: 3 clusters Score -2831812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -2831817.500000 Penalty: 5055.030762
	Iteration 33Q: 3 clusters Score -2831818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2831835.500000 Penalty: 5055.030762
	Iteration 34Q: 3 clusters Score -2831836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2831859.750000 Penalty: 5055.030762
	Iteration 35Q: 3 clusters Score -2831860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -2831875.500000 Penalty: 5055.030762
	Iteration 36Q: 3 clusters Score -2831876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -2831888.250000 Penalty: 5055.030762
	Iteration 37Q: 3 clusters Score -2831888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2831905.750000 Penalty: 5055.030762
	Iteration 38Q: 3 clusters Score -2831906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -2831917.250000 Penalty: 5055.030762
	Iteration 39Q: 3 clusters Score -2831917 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -2831935.750000 Penalty: 5055.030762
	Iteration 40F: 3 clusters Score -2831936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2831948.250000 Penalty: 5055.030762
	Iteration 41Q: 3 clusters Score -2831948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2831966.750000 Penalty: 5055.030762
	Iteration 42Q: 3 clusters Score -2831967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2831986.250000 Penalty: 5055.030762
	Iteration 43Q: 3 clusters Score -2831986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -2831998.500000 Penalty: 5055.030762
	Iteration 44Q: 3 clusters Score -2831998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -2832017.500000 Penalty: 5055.030762
	Iteration 45Q: 3 clusters Score -2832018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2832029.250000 Penalty: 5055.030762
	Iteration 46Q: 3 clusters Score -2832029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -2832035.500000 Penalty: 5055.030762
	Iteration 47Q: 3 clusters Score -2832036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -2832045.000000 Penalty: 5055.030762
	Iteration 48Q: 3 clusters Score -2832045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -2832053.000000 Penalty: 5055.030762
	Iteration 49Q: 3 clusters Score -2832053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -2832063.000000 Penalty: 5055.030762
	Iteration 50Q: 3 clusters Score -2832063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2832074.750000 Penalty: 5055.030762
	Iteration 51Q: 3 clusters Score -2832075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2832082.250000 Penalty: 5055.030762
	Iteration 52Q: 3 clusters Score -2832082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -2832099.500000 Penalty: 5055.030762
	Iteration 53Q: 3 clusters Score -2832100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -2832106.250000 Penalty: 5055.030762
	Iteration 54Q: 3 clusters Score -2832106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2832112.000000 Penalty: 5055.030762
	Iteration 55Q: 3 clusters Score -2832112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2832119.000000 Penalty: 5055.030762
	Iteration 56Q: 3 clusters Score -2832119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -2832120.000000 Penalty: 5055.030762
	Iteration 57Q: 3 clusters Score -2832120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2832127.500000 Penalty: 5055.030762
	Iteration 58Q: 3 clusters Score -2832128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2832128.750000 Penalty: 5055.030762
	Iteration 59Q: 3 clusters Score -2832129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -2832135.500000 Penalty: 5055.030762
	Iteration 60F: 3 clusters Score -2832136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -2832139.250000 Penalty: 5055.030762
	Iteration 61Q: 3 clusters Score -2832139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2832137.250000 Penalty: 5055.030762
	Iteration 62Q: 3 clusters Score -2832137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2832143.500000 Penalty: 5055.030762
	Iteration 63Q: 3 clusters Score -2832144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -2832147.000000 Penalty: 5055.030762
	Iteration 64Q: 3 clusters Score -2832147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -2832149.750000 Penalty: 5055.030762
	Iteration 65Q: 3 clusters Score -2832150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2832154.250000 Penalty: 5055.030762
	Iteration 66Q: 3 clusters Score -2832154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -2832161.500000 Penalty: 5055.030762
	Iteration 67Q: 3 clusters Score -2832162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2832171.500000 Penalty: 5055.030762
	Iteration 68Q: 3 clusters Score -2832172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -2832172.000000 Penalty: 5055.030762
	Iteration 69Q: 3 clusters Score -2832172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -2832174.000000 Penalty: 5055.030762
	Iteration 70Q: 3 clusters Score -2832174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -2832177.500000 Penalty: 5055.030762
	Iteration 71Q: 3 clusters Score -2832178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -2832173.750000 Penalty: 5055.030762
	Iteration 72Q: 3 clusters Score -2832174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2832176.750000 Penalty: 5055.030762
	Iteration 73Q: 3 clusters Score -2832177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2832185.250000 Penalty: 5055.030762
	Iteration 74Q: 3 clusters Score -2832185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -2832189.000000 Penalty: 5055.030762
	Iteration 75Q: 3 clusters Score -2832189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -2832189.750000 Penalty: 5055.030762
	Iteration 76Q: 3 clusters Score -2832190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -2832193.500000 Penalty: 5055.030762
	Iteration 77Q: 3 clusters Score -2832194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2832195.000000 Penalty: 5055.030762
	Iteration 78Q: 3 clusters Score -2832195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -2832198.750000 Penalty: 5055.030762
	Iteration 79Q: 3 clusters Score -2832199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -2832198.750000 Penalty: 5055.030762
	Iteration 80F: 3 clusters Score -2832199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2832202.250000 Penalty: 5055.030762
	Iteration 81Q: 3 clusters Score -2832202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2832201.750000 Penalty: 5055.030762
	Iteration 82Q: 3 clusters Score -2832202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2832201.750000 Penalty: 5055.030762
	Iteration 83F: 3 clusters Score -2832202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228268 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69287 members 
Mstep: Class 4 contains 10382 members 
Mstep: Class 7 contains 33579 members 
Mstep: Class 8 contains 14590 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34944 members 
Mstep: Class 17 contains 21471 members 
Mstep: Class 18 contains 194489 members 
Mstep: Class 20 contains 26678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063472.000000 Penalty: 43306.667969
Iteration 159Q: 14 clusters Score -7.006347e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228275 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69319 members 
Mstep: Class 4 contains 10378 members 
Mstep: Class 7 contains 33578 members 
Mstep: Class 8 contains 14591 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38653 members 
Mstep: Class 16 contains 34942 members 
Mstep: Class 17 contains 21472 members 
Mstep: Class 18 contains 194453 members 
Mstep: Class 20 contains 26676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063456.000000 Penalty: 43306.667969
Iteration 160F: 14 clusters Score -7.006346e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228280 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69357 members 
Mstep: Class 4 contains 10373 members 
Mstep: Class 7 contains 33578 members 
Mstep: Class 8 contains 14590 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38657 members 
Mstep: Class 16 contains 34938 members 
Mstep: Class 17 contains 21471 members 
Mstep: Class 18 contains 194421 members 
Mstep: Class 20 contains 26673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063432.000000 Penalty: 43306.667969
Iteration 161Q: 14 clusters Score -7.006343e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228270 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69405 members 
Mstep: Class 4 contains 10370 members 
Mstep: Class 7 contains 33578 members 
Mstep: Class 8 contains 14588 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38660 members 
Mstep: Class 16 contains 34933 members 
Mstep: Class 17 contains 21470 members 
Mstep: Class 18 contains 194394 members 
Mstep: Class 20 contains 26669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063496.000000 Penalty: 43306.667969
Iteration 162Q: 14 clusters Score -7.00635e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228268 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69465 members 
Mstep: Class 4 contains 10361 members 
Mstep: Class 7 contains 33575 members 
Mstep: Class 8 contains 14585 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38667 members 
Mstep: Class 16 contains 34923 members 
Mstep: Class 17 contains 21468 members 
Mstep: Class 18 contains 194359 members 
Mstep: Class 20 contains 26666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063528.000000 Penalty: 43306.667969
Iteration 163Q: 14 clusters Score -7.006353e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228264 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69537 members 
Mstep: Class 4 contains 10352 members 
Mstep: Class 7 contains 33574 members 
Mstep: Class 8 contains 14582 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38673 members 
Mstep: Class 16 contains 34914 members 
Mstep: Class 17 contains 21470 members 
Mstep: Class 18 contains 194308 members 
Mstep: Class 20 contains 26662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063504.000000 Penalty: 43306.667969
Iteration 164Q: 14 clusters Score -7.00635e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228252 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69606 members 
Mstep: Class 4 contains 10344 members 
Mstep: Class 7 contains 33572 members 
Mstep: Class 8 contains 14581 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38684 members 
Mstep: Class 16 contains 34909 members 
Mstep: Class 17 contains 21475 members 
Mstep: Class 18 contains 194256 members 
Mstep: Class 20 contains 26658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063544.000000 Penalty: 43306.667969
Iteration 165Q: 14 clusters Score -7.006354e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228243 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69676 members 
Mstep: Class 4 contains 10340 members 
Mstep: Class 7 contains 33571 members 
Mstep: Class 8 contains 14580 members 
Mstep: Class 9 contains 6845 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38686 members 
Mstep: Class 16 contains 34898 members 
Mstep: Class 17 contains 21473 members 
Mstep: Class 18 contains 194212 members 
Mstep: Class 20 contains 26655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063464.000000 Penalty: 43306.667969
Iteration 166Q: 14 clusters Score -7.006346e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228237 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69742 members 
Mstep: Class 4 contains 10335 members 
Mstep: Class 7 contains 33564 members 
Mstep: Class 8 contains 14580 members 
Mstep: Class 9 contains 6850 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38690 members 
Mstep: Class 16 contains 34889 members 
Mstep: Class 17 contains 21473 members 
Mstep: Class 18 contains 194166 members 
Mstep: Class 20 contains 26653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063496.000000 Penalty: 43306.667969
Iteration 167Q: 14 clusters Score -7.00635e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228226 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69842 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 7 contains 33562 members 
Mstep: Class 8 contains 14575 members 
Mstep: Class 9 contains 6849 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38692 members 
Mstep: Class 16 contains 34879 members 
Mstep: Class 17 contains 21470 members 
Mstep: Class 18 contains 194100 members 
Mstep: Class 20 contains 26654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063528.000000 Penalty: 43306.667969
Iteration 168Q: 14 clusters Score -7.006353e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228219 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 69935 members 
Mstep: Class 4 contains 10328 members 
Mstep: Class 7 contains 33560 members 
Mstep: Class 8 contains 14573 members 
Mstep: Class 9 contains 6850 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38690 members 
Mstep: Class 16 contains 34870 members 
Mstep: Class 17 contains 21461 members 
Mstep: Class 18 contains 194042 members 
Mstep: Class 20 contains 26651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063504.000000 Penalty: 43306.667969
Iteration 169Q: 14 clusters Score -7.00635e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228212 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70037 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 7 contains 33558 members 
Mstep: Class 8 contains 14574 members 
Mstep: Class 9 contains 6851 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38687 members 
Mstep: Class 16 contains 34861 members 
Mstep: Class 17 contains 21448 members 
Mstep: Class 18 contains 193975 members 
Mstep: Class 20 contains 26649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063544.000000 Penalty: 43306.667969
Iteration 170Q: 14 clusters Score -7.006354e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228200 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70138 members 
Mstep: Class 4 contains 10325 members 
Mstep: Class 7 contains 33555 members 
Mstep: Class 8 contains 14574 members 
Mstep: Class 9 contains 6852 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38686 members 
Mstep: Class 16 contains 34855 members 
Mstep: Class 17 contains 21437 members 
Mstep: Class 18 contains 193913 members 
Mstep: Class 20 contains 26644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063608.000000 Penalty: 43306.667969
Iteration 171Q: 14 clusters Score -7.006361e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228186 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70236 members 
Mstep: Class 4 contains 10325 members 
Mstep: Class 7 contains 33551 members 
Mstep: Class 8 contains 14573 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38681 members 
Mstep: Class 16 contains 34850 members 
Mstep: Class 17 contains 21431 members 
Mstep: Class 18 contains 193852 members 
Mstep: Class 20 contains 26640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063696.000000 Penalty: 43306.667969
Iteration 172Q: 14 clusters Score -7.00637e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228173 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70327 members 
Mstep: Class 4 contains 10325 members 
Mstep: Class 7 contains 33550 members 
Mstep: Class 8 contains 14576 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38677 members 
Mstep: Class 16 contains 34837 members 
Mstep: Class 17 contains 21432 members 
Mstep: Class 18 contains 193794 members 
Mstep: Class 20 contains 26634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063744.000000 Penalty: 43306.667969
Iteration 173Q: 14 clusters Score -7.006374e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228168 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70400 members 
Mstep: Class 4 contains 10322 members 
Mstep: Class 7 contains 33546 members 
Mstep: Class 8 contains 14577 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38675 members 
Mstep: Class 16 contains 34826 members 
Mstep: Class 17 contains 21428 members 
Mstep: Class 18 contains 193750 members 
Mstep: Class 20 contains 26633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063720.000000 Penalty: 43306.667969
Iteration 174Q: 14 clusters Score -7.006372e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228163 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70472 members 
Mstep: Class 4 contains 10318 members 
Mstep: Class 7 contains 33541 members 
Mstep: Class 8 contains 14577 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38677 members 
Mstep: Class 16 contains 34818 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 193706 members 
Mstep: Class 20 contains 26631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063680.000000 Penalty: 43306.667969
Iteration 175Q: 14 clusters Score -7.006368e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228164 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70544 members 
Mstep: Class 4 contains 10312 members 
Mstep: Class 7 contains 33537 members 
Mstep: Class 8 contains 14578 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38682 members 
Mstep: Class 16 contains 34809 members 
Mstep: Class 17 contains 21421 members 
Mstep: Class 18 contains 193650 members 
Mstep: Class 20 contains 26628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063728.000000 Penalty: 43306.667969
Iteration 176Q: 14 clusters Score -7.006373e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228156 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70614 members 
Mstep: Class 4 contains 10309 members 
Mstep: Class 7 contains 33533 members 
Mstep: Class 8 contains 14579 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38682 members 
Mstep: Class 16 contains 34804 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 193602 members 
Mstep: Class 20 contains 26624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063672.000000 Penalty: 43306.667969
Iteration 177Q: 14 clusters Score -7.006367e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228152 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70683 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 7 contains 33526 members 
Mstep: Class 8 contains 14578 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38686 members 
Mstep: Class 16 contains 34794 members 
Mstep: Class 17 contains 21423 members 
Mstep: Class 18 contains 193554 members 
Mstep: Class 20 contains 26622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063616.000000 Penalty: 43306.667969
Iteration 178Q: 14 clusters Score -7.006362e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228152 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70759 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 7 contains 33523 members 
Mstep: Class 8 contains 14575 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38683 members 
Mstep: Class 16 contains 34786 members 
Mstep: Class 17 contains 21420 members 
Mstep: Class 18 contains 193498 members 
Mstep: Class 20 contains 26622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063592.000000 Penalty: 43306.667969
Iteration 179Q: 14 clusters Score -7.006359e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228160 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70824 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 7 contains 33527 members 
Mstep: Class 8 contains 14574 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38682 members 
Mstep: Class 16 contains 34777 members 
Mstep: Class 17 contains 21417 members 
Mstep: Class 18 contains 193435 members 
Mstep: Class 20 contains 26621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063568.000000 Penalty: 43306.667969
Iteration 180F: 14 clusters Score -7.006357e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228160 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70880 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 7 contains 33527 members 
Mstep: Class 8 contains 14573 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38682 members 
Mstep: Class 16 contains 34770 members 
Mstep: Class 17 contains 21418 members 
Mstep: Class 18 contains 193386 members 
Mstep: Class 20 contains 26619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063616.000000 Penalty: 43306.667969
Iteration 181Q: 14 clusters Score -7.006362e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228163 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70929 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 7 contains 33527 members 
Mstep: Class 8 contains 14573 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38681 members 
Mstep: Class 16 contains 34760 members 
Mstep: Class 17 contains 21417 members 
Mstep: Class 18 contains 193344 members 
Mstep: Class 20 contains 26620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063640.000000 Penalty: 43306.667969
Iteration 182Q: 14 clusters Score -7.006364e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228185 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70959 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 7 contains 33530 members 
Mstep: Class 8 contains 14572 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38675 members 
Mstep: Class 16 contains 34752 members 
Mstep: Class 17 contains 21419 members 
Mstep: Class 18 contains 193305 members 
Mstep: Class 20 contains 26617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063680.000000 Penalty: 43306.667969
Iteration 183Q: 14 clusters Score -7.006368e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228201 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 70993 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 7 contains 33533 members 
Mstep: Class 8 contains 14570 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38670 members 
Mstep: Class 16 contains 34745 members 
Mstep: Class 17 contains 21419 members 
Mstep: Class 18 contains 193266 members 
Mstep: Class 20 contains 26617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063632.000000 Penalty: 43306.667969
Iteration 184Q: 14 clusters Score -7.006363e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228205 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71034 members 
Mstep: Class 4 contains 10304 members 
Mstep: Class 7 contains 33533 members 
Mstep: Class 8 contains 14570 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38667 members 
Mstep: Class 16 contains 34742 members 
Mstep: Class 17 contains 21419 members 
Mstep: Class 18 contains 193229 members 
Mstep: Class 20 contains 26615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063648.000000 Penalty: 43306.667969
Iteration 185Q: 14 clusters Score -7.006365e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228206 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71083 members 
Mstep: Class 4 contains 10303 members 
Mstep: Class 7 contains 33531 members 
Mstep: Class 8 contains 14569 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38664 members 
Mstep: Class 16 contains 34739 members 
Mstep: Class 17 contains 21419 members 
Mstep: Class 18 contains 193189 members 
Mstep: Class 20 contains 26615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063656.000000 Penalty: 43306.667969
Iteration 186Q: 14 clusters Score -7.006366e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228207 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71132 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33532 members 
Mstep: Class 8 contains 14569 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38664 members 
Mstep: Class 16 contains 34733 members 
Mstep: Class 17 contains 21417 members 
Mstep: Class 18 contains 193150 members 
Mstep: Class 20 contains 26614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063704.000000 Penalty: 43306.667969
Iteration 187Q: 14 clusters Score -7.00637e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228216 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71197 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33530 members 
Mstep: Class 8 contains 14568 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38655 members 
Mstep: Class 16 contains 34728 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 193098 members 
Mstep: Class 20 contains 26613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063672.000000 Penalty: 43306.667969
Iteration 188Q: 14 clusters Score -7.006367e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228221 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71278 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33524 members 
Mstep: Class 8 contains 14566 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38651 members 
Mstep: Class 16 contains 34720 members 
Mstep: Class 17 contains 21406 members 
Mstep: Class 18 contains 193043 members 
Mstep: Class 20 contains 26610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063640.000000 Penalty: 43306.667969
Iteration 189Q: 14 clusters Score -7.006364e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228217 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71354 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33522 members 
Mstep: Class 8 contains 14567 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34716 members 
Mstep: Class 17 contains 21407 members 
Mstep: Class 18 contains 192983 members 
Mstep: Class 20 contains 26605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063656.000000 Penalty: 43306.667969
Iteration 190Q: 14 clusters Score -7.006366e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228216 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71431 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33524 members 
Mstep: Class 8 contains 14566 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34704 members 
Mstep: Class 17 contains 21408 members 
Mstep: Class 18 contains 192920 members 
Mstep: Class 20 contains 26603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063664.000000 Penalty: 43306.667969
Iteration 191Q: 14 clusters Score -7.006366e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228215 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71506 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33523 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34696 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 192857 members 
Mstep: Class 20 contains 26602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063664.000000 Penalty: 43306.667969
Iteration 192Q: 14 clusters Score -7.006366e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228199 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71589 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33522 members 
Mstep: Class 8 contains 14564 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34692 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 192799 members 
Mstep: Class 20 contains 26597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063680.000000 Penalty: 43306.667969
Iteration 193Q: 14 clusters Score -7.006368e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228175 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71684 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33521 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38649 members 
Mstep: Class 16 contains 34686 members 
Mstep: Class 17 contains 21409 members 
Mstep: Class 18 contains 192740 members 
Mstep: Class 20 contains 26593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063656.000000 Penalty: 43306.667969
Iteration 194Q: 14 clusters Score -7.006366e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228172 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71761 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33518 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38648 members 
Mstep: Class 16 contains 34685 members 
Mstep: Class 17 contains 21411 members 
Mstep: Class 18 contains 192676 members 
Mstep: Class 20 contains 26587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063624.000000 Penalty: 43306.667969
Iteration 195Q: 14 clusters Score -7.006362e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228173 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71852 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 14562 members 
Mstep: Class 9 contains 6859 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38648 members 
Mstep: Class 16 contains 34678 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 192597 members 
Mstep: Class 20 contains 26587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063640.000000 Penalty: 43306.667969
Iteration 196Q: 14 clusters Score -7.006364e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228168 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 71941 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38648 members 
Mstep: Class 16 contains 34670 members 
Mstep: Class 17 contains 21411 members 
Mstep: Class 18 contains 192522 members 
Mstep: Class 20 contains 26581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063632.000000 Penalty: 43306.667969
Iteration 197Q: 14 clusters Score -7.006363e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228173 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 72040 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 14567 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38644 members 
Mstep: Class 16 contains 34665 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 192425 members 
Mstep: Class 20 contains 26578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063536.000000 Penalty: 43306.667969
Iteration 198Q: 14 clusters Score -7.006354e+07 nChanged 149
Entering ConstructFrom: 
Score: -70063536.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (228183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228183 members 
Entering Unmasked Estep 
Score: -23852452.000000 Penalty: 3059.800049
	Iteration 0F: 2 clusters Score -2.385245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -23713704.000000 Penalty: 6119.600098
	Iteration 0F: 3 clusters Score -2.37137e+07 nChanged 110231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115991 members 
Mstep: Class 2 contains 112192 members 
Entering Unmasked Estep 
Score: -23778000.000000 Penalty: 6119.600098
	Iteration 1F: 3 clusters Score -2.3778e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117325 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -23778696.000000 Penalty: 6119.600098
	Iteration 2Q: 3 clusters Score -2.37787e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 108727 members 
Entering Unmasked Estep 
Score: -23779276.000000 Penalty: 6119.600098
	Iteration 3Q: 3 clusters Score -2.377928e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122716 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -23780446.000000 Penalty: 6119.600098
	Iteration 4Q: 3 clusters Score -2.378045e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127788 members 
Mstep: Class 2 contains 100395 members 
Entering Unmasked Estep 
Score: -23782158.000000 Penalty: 6119.600098
	Iteration 5Q: 3 clusters Score -2.378216e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135597 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -23784976.000000 Penalty: 6119.600098
	Iteration 6Q: 3 clusters Score -2.378498e+07 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147262 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -23790638.000000 Penalty: 6119.600098
	Iteration 7F: 3 clusters Score -2.379064e+07 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163868 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -23801318.000000 Penalty: 6119.600098
	Iteration 8F: 3 clusters Score -2.380132e+07 nChanged 20937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184803 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -23818784.000000 Penalty: 6119.600098
	Iteration 9F: 3 clusters Score -2.381878e+07 nChanged 21046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205849 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -23837350.000000 Penalty: 6119.600098
	Iteration 10F: 3 clusters Score -2.383735e+07 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219951 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -23845374.000000 Penalty: 6119.600098
	Iteration 11F: 3 clusters Score -2.384537e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225635 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -23848282.000000 Penalty: 6119.600098
	Iteration 12Q: 3 clusters Score -2.384828e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227350 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -23849226.000000 Penalty: 6119.600098
	Iteration 13Q: 3 clusters Score -2.384923e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227795 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23849600.000000 Penalty: 6119.600098
	Iteration 14Q: 3 clusters Score -2.38496e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227896 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23849744.000000 Penalty: 6119.600098
	Iteration 15Q: 3 clusters Score -2.384974e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227922 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23849806.000000 Penalty: 6119.600098
	Iteration 16Q: 3 clusters Score -2.384981e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227941 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23849844.000000 Penalty: 6119.600098
	Iteration 17Q: 3 clusters Score -2.384984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227947 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -23849830.000000 Penalty: 6119.600098
	Iteration 18Q: 3 clusters Score -2.384983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227951 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -23849858.000000 Penalty: 6119.600098
	Iteration 19Q: 3 clusters Score -2.384986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227958 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23849856.000000 Penalty: 6119.600098
	Iteration 20F: 3 clusters Score -2.384986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227963 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -23849876.000000 Penalty: 6119.600098
	Iteration 21Q: 3 clusters Score -2.384988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227964 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23849872.000000 Penalty: 6119.600098
	Iteration 22Q: 3 clusters Score -2.384987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227964 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -23849872.000000 Penalty: 6119.600098
	Iteration 23F: 3 clusters Score -2.384987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75014.453125 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75014.45 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75284.609375 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75284.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75397.703125 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75397.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75472.968750 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -75472.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -75504.531250 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -75504.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75532.867188 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -75532.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75549.304688 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -75549.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75565.773438 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -75565.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75604.671875 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -75604.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75698.039062 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -75698.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75770.710938 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -75770.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75807.085938 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -75807.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -75823.867188 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -75823.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75835.835938 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -75835.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -75849.976562 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -75849.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75864.398438 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -75864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75891.406250 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -75891.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75922.312500 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -75922.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75941.851562 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -75941.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75967.148438 Penalty: 3337.992676
	Iteration 19Q: 3 clusters Score -75967.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -75995.468750 Penalty: 3337.992676
	Iteration 20F: 3 clusters Score -75995.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -76035.695312 Penalty: 3337.992676
	Iteration 21Q: 3 clusters Score -76035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -76070.906250 Penalty: 3337.992676
	Iteration 22Q: 3 clusters Score -76070.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -76113.070312 Penalty: 3337.992676
	Iteration 23Q: 3 clusters Score -76113.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -76136.578125 Penalty: 3337.992676
	Iteration 24Q: 3 clusters Score -76136.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -76154.164062 Penalty: 3337.992676
	Iteration 25Q: 3 clusters Score -76154.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -76162.335938 Penalty: 3337.992676
	Iteration 26Q: 3 clusters Score -76162.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -76180.765625 Penalty: 3337.992676
	Iteration 27Q: 3 clusters Score -76180.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -76203.296875 Penalty: 3337.992676
	Iteration 28Q: 3 clusters Score -76203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -76244.351562 Penalty: 3337.992676
	Iteration 29Q: 3 clusters Score -76244.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -76266.179688 Penalty: 3337.992676
	Iteration 30Q: 3 clusters Score -76266.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -76283.296875 Penalty: 3337.992676
	Iteration 31Q: 3 clusters Score -76283.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -76291.312500 Penalty: 3337.992676
	Iteration 32Q: 3 clusters Score -76291.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -76295.085938 Penalty: 3337.992676
	Iteration 33Q: 3 clusters Score -76295.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -76301.257812 Penalty: 3337.992676
	Iteration 34Q: 3 clusters Score -76301.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -76307.031250 Penalty: 3337.992676
	Iteration 35Q: 3 clusters Score -76307.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -76308.929688 Penalty: 3337.992676
	Iteration 36Q: 3 clusters Score -76308.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -76312.187500 Penalty: 3337.992676
	Iteration 37Q: 3 clusters Score -76312.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -76312.187500 Penalty: 3337.992676
	Iteration 38F: 3 clusters Score -76312.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Entering Unmasked Estep 
Score: -7612878.000000 Penalty: 2774.225098
	Iteration 0F: 2 clusters Score -7612878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -7564596.000000 Penalty: 5548.450195
	Iteration 0F: 3 clusters Score -7564596 nChanged 33673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -7583709.000000 Penalty: 5548.450195
	Iteration 1F: 3 clusters Score -7583709 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -7584454.000000 Penalty: 5548.450195
	Iteration 2Q: 3 clusters Score -7584454 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -7585500.000000 Penalty: 5548.450195
	Iteration 3Q: 3 clusters Score -7585500 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -7587058.000000 Penalty: 5548.450195
	Iteration 4Q: 3 clusters Score -7587058 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -7589582.500000 Penalty: 5548.450195
	Iteration 5F: 3 clusters Score -7589582 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -7593532.500000 Penalty: 5548.450195
	Iteration 6F: 3 clusters Score -7593532 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -7598905.500000 Penalty: 5548.450195
	Iteration 7F: 3 clusters Score -7598906 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -7604087.000000 Penalty: 5548.450195
	Iteration 8F: 3 clusters Score -7604087 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -7607595.500000 Penalty: 5548.450195
	Iteration 9F: 3 clusters Score -7607596 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7609299.000000 Penalty: 5548.450195
	Iteration 10Q: 3 clusters Score -7609299 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7609982.500000 Penalty: 5548.450195
	Iteration 11Q: 3 clusters Score -7609982 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7610273.000000 Penalty: 5548.450195
	Iteration 12Q: 3 clusters Score -7610273 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7610411.500000 Penalty: 5548.450195
	Iteration 13Q: 3 clusters Score -7610412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7610471.000000 Penalty: 5548.450195
	Iteration 14Q: 3 clusters Score -7610471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71559 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7610503.000000 Penalty: 5548.450195
	Iteration 15Q: 3 clusters Score -7610503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7610542.500000 Penalty: 5548.450195
	Iteration 16Q: 3 clusters Score -7610542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7610564.500000 Penalty: 5548.450195
	Iteration 17Q: 3 clusters Score -7610564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7610589.500000 Penalty: 5548.450195
	Iteration 18Q: 3 clusters Score -7610590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7610600.000000 Penalty: 5548.450195
	Iteration 19Q: 3 clusters Score -7610600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71603 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7610608.500000 Penalty: 5548.450195
	Iteration 20F: 3 clusters Score -7610608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7610619.000000 Penalty: 5548.450195
	Iteration 21Q: 3 clusters Score -7610619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7610621.500000 Penalty: 5548.450195
	Iteration 22Q: 3 clusters Score -7610622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7610636.000000 Penalty: 5548.450195
	Iteration 23Q: 3 clusters Score -7610636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7610630.500000 Penalty: 5548.450195
	Iteration 24Q: 3 clusters Score -7610630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7610638.500000 Penalty: 5548.450195
	Iteration 25Q: 3 clusters Score -7610638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7610641.500000 Penalty: 5548.450195
	Iteration 26Q: 3 clusters Score -7610642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7610645.000000 Penalty: 5548.450195
	Iteration 27Q: 3 clusters Score -7610645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7610645.000000 Penalty: 5548.450195
	Iteration 28F: 3 clusters Score -7610645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Entering Unmasked Estep 
Score: -1030320.687500 Penalty: 2291.495117
	Iteration 0F: 2 clusters Score -1030321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1022470.000000 Penalty: 4582.990234
	Iteration 0F: 3 clusters Score -1022470 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1024690.875000 Penalty: 4582.990234
	Iteration 1F: 3 clusters Score -1024691 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1025102.750000 Penalty: 4582.990234
	Iteration 2F: 3 clusters Score -1025103 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1025610.375000 Penalty: 4582.990234
	Iteration 3F: 3 clusters Score -1025610 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1026213.562500 Penalty: 4582.990234
	Iteration 4F: 3 clusters Score -1026214 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1026993.062500 Penalty: 4582.990234
	Iteration 5F: 3 clusters Score -1026993 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1027704.437500 Penalty: 4582.990234
	Iteration 6F: 3 clusters Score -1027704 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1028265.500000 Penalty: 4582.990234
	Iteration 7F: 3 clusters Score -1028266 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1028700.937500 Penalty: 4582.990234
	Iteration 8F: 3 clusters Score -1028701 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1028957.687500 Penalty: 4582.990234
	Iteration 9Q: 3 clusters Score -1028958 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1029085.187500 Penalty: 4582.990234
	Iteration 10Q: 3 clusters Score -1029085 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1029165.000000 Penalty: 4582.990234
	Iteration 11Q: 3 clusters Score -1029165 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1029196.375000 Penalty: 4582.990234
	Iteration 12Q: 3 clusters Score -1029196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1029216.687500 Penalty: 4582.990234
	Iteration 13Q: 3 clusters Score -1029217 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1029232.312500 Penalty: 4582.990234
	Iteration 14Q: 3 clusters Score -1029232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1029242.312500 Penalty: 4582.990234
	Iteration 15Q: 3 clusters Score -1029242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1029248.562500 Penalty: 4582.990234
	Iteration 16Q: 3 clusters Score -1029249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1029252.625000 Penalty: 4582.990234
	Iteration 17Q: 3 clusters Score -1029253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1029255.437500 Penalty: 4582.990234
	Iteration 18Q: 3 clusters Score -1029255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1029258.125000 Penalty: 4582.990234
	Iteration 19Q: 3 clusters Score -1029258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1029257.625000 Penalty: 4582.990234
	Iteration 20F: 3 clusters Score -1029258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1029261.125000 Penalty: 4582.990234
	Iteration 21Q: 3 clusters Score -1029261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1029262.187500 Penalty: 4582.990234
	Iteration 22Q: 3 clusters Score -1029262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1029262.437500 Penalty: 4582.990234
	Iteration 23Q: 3 clusters Score -1029262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1029262.437500 Penalty: 4582.990234
	Iteration 24F: 3 clusters Score -1029262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Entering Unmasked Estep 
Score: -3569037.500000 Penalty: 2584.083008
	Iteration 0F: 2 clusters Score -3569038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3546341.500000 Penalty: 5168.166016
	Iteration 0F: 3 clusters Score -3546342 nChanged 15103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3554479.750000 Penalty: 5168.166016
	Iteration 1F: 3 clusters Score -3554480 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3554988.750000 Penalty: 5168.166016
	Iteration 2Q: 3 clusters Score -3554989 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3555644.500000 Penalty: 5168.166016
	Iteration 3Q: 3 clusters Score -3555644 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3556330.250000 Penalty: 5168.166016
	Iteration 4Q: 3 clusters Score -3556330 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3557264.500000 Penalty: 5168.166016
	Iteration 5F: 3 clusters Score -3557264 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3558456.000000 Penalty: 5168.166016
	Iteration 6F: 3 clusters Score -3558456 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3559971.750000 Penalty: 5168.166016
	Iteration 7F: 3 clusters Score -3559972 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3561767.500000 Penalty: 5168.166016
	Iteration 8F: 3 clusters Score -3561768 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3563358.250000 Penalty: 5168.166016
	Iteration 9F: 3 clusters Score -3563358 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -3564488.750000 Penalty: 5168.166016
	Iteration 10Q: 3 clusters Score -3564489 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3565139.500000 Penalty: 5168.166016
	Iteration 11Q: 3 clusters Score -3565140 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3565532.750000 Penalty: 5168.166016
	Iteration 12Q: 3 clusters Score -3565533 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3565744.500000 Penalty: 5168.166016
	Iteration 13Q: 3 clusters Score -3565744 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3565896.750000 Penalty: 5168.166016
	Iteration 14Q: 3 clusters Score -3565897 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3566017.000000 Penalty: 5168.166016
	Iteration 15Q: 3 clusters Score -3566017 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3566106.750000 Penalty: 5168.166016
	Iteration 16Q: 3 clusters Score -3566107 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3566196.750000 Penalty: 5168.166016
	Iteration 17Q: 3 clusters Score -3566197 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3566301.000000 Penalty: 5168.166016
	Iteration 18Q: 3 clusters Score -3566301 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3566364.750000 Penalty: 5168.166016
	Iteration 19Q: 3 clusters Score -3566365 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3566443.750000 Penalty: 5168.166016
	Iteration 20F: 3 clusters Score -3566444 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3566504.000000 Penalty: 5168.166016
	Iteration 21Q: 3 clusters Score -3566504 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3566525.750000 Penalty: 5168.166016
	Iteration 22Q: 3 clusters Score -3566526 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3566563.250000 Penalty: 5168.166016
	Iteration 23Q: 3 clusters Score -3566563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3566592.250000 Penalty: 5168.166016
	Iteration 24Q: 3 clusters Score -3566592 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3566630.500000 Penalty: 5168.166016
	Iteration 25Q: 3 clusters Score -3566630 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3566647.750000 Penalty: 5168.166016
	Iteration 26Q: 3 clusters Score -3566648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3566666.500000 Penalty: 5168.166016
	Iteration 27Q: 3 clusters Score -3566666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3566690.750000 Penalty: 5168.166016
	Iteration 28Q: 3 clusters Score -3566691 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -3566712.500000 Penalty: 5168.166016
	Iteration 29Q: 3 clusters Score -3566712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3566723.250000 Penalty: 5168.166016
	Iteration 30Q: 3 clusters Score -3566723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3566732.750000 Penalty: 5168.166016
	Iteration 31Q: 3 clusters Score -3566733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3566754.750000 Penalty: 5168.166016
	Iteration 32Q: 3 clusters Score -3566755 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3566760.500000 Penalty: 5168.166016
	Iteration 33Q: 3 clusters Score -3566760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3566781.750000 Penalty: 5168.166016
	Iteration 34Q: 3 clusters Score -3566782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3566798.750000 Penalty: 5168.166016
	Iteration 35Q: 3 clusters Score -3566799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3566805.750000 Penalty: 5168.166016
	Iteration 36Q: 3 clusters Score -3566806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3566823.000000 Penalty: 5168.166016
	Iteration 37Q: 3 clusters Score -3566823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3566842.750000 Penalty: 5168.166016
	Iteration 38Q: 3 clusters Score -3566843 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3566870.000000 Penalty: 5168.166016
	Iteration 39Q: 3 clusters Score -3566870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3566872.500000 Penalty: 5168.166016
	Iteration 40F: 3 clusters Score -3566872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3566898.750000 Penalty: 5168.166016
	Iteration 41Q: 3 clusters Score -3566899 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3566916.250000 Penalty: 5168.166016
	Iteration 42Q: 3 clusters Score -3566916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3566927.250000 Penalty: 5168.166016
	Iteration 43Q: 3 clusters Score -3566927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3566935.750000 Penalty: 5168.166016
	Iteration 44Q: 3 clusters Score -3566936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3566945.750000 Penalty: 5168.166016
	Iteration 45Q: 3 clusters Score -3566946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3566960.500000 Penalty: 5168.166016
	Iteration 46Q: 3 clusters Score -3566960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3566970.500000 Penalty: 5168.166016
	Iteration 47Q: 3 clusters Score -3566970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3566975.500000 Penalty: 5168.166016
	Iteration 48Q: 3 clusters Score -3566976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3566982.000000 Penalty: 5168.166016
	Iteration 49Q: 3 clusters Score -3566982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3566975.500000 Penalty: 5168.166016
	Iteration 50Q: 3 clusters Score -3566976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3566979.750000 Penalty: 5168.166016
	Iteration 51Q: 3 clusters Score -3566980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3566983.500000 Penalty: 5168.166016
	Iteration 52Q: 3 clusters Score -3566984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3566988.750000 Penalty: 5168.166016
	Iteration 53Q: 3 clusters Score -3566989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3566993.750000 Penalty: 5168.166016
	Iteration 54Q: 3 clusters Score -3566994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3567005.750000 Penalty: 5168.166016
	Iteration 55Q: 3 clusters Score -3567006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3567007.750000 Penalty: 5168.166016
	Iteration 56Q: 3 clusters Score -3567008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3567016.000000 Penalty: 5168.166016
	Iteration 57Q: 3 clusters Score -3567016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3567012.750000 Penalty: 5168.166016
	Iteration 58Q: 3 clusters Score -3567013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3567009.250000 Penalty: 5168.166016
	Iteration 59Q: 3 clusters Score -3567009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3567019.000000 Penalty: 5168.166016
	Iteration 60F: 3 clusters Score -3567019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3567025.000000 Penalty: 5168.166016
	Iteration 61Q: 3 clusters Score -3567025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3567024.750000 Penalty: 5168.166016
	Iteration 62Q: 3 clusters Score -3567025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3567025.000000 Penalty: 5168.166016
	Iteration 63Q: 3 clusters Score -3567025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3567030.250000 Penalty: 5168.166016
	Iteration 64Q: 3 clusters Score -3567030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3567032.750000 Penalty: 5168.166016
	Iteration 65Q: 3 clusters Score -3567033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3567025.500000 Penalty: 5168.166016
	Iteration 66Q: 3 clusters Score -3567026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3567037.000000 Penalty: 5168.166016
	Iteration 67Q: 3 clusters Score -3567037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3567030.500000 Penalty: 5168.166016
	Iteration 68Q: 3 clusters Score -3567030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3567035.500000 Penalty: 5168.166016
	Iteration 69Q: 3 clusters Score -3567036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3567039.000000 Penalty: 5168.166016
	Iteration 70Q: 3 clusters Score -3567039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3567041.000000 Penalty: 5168.166016
	Iteration 71Q: 3 clusters Score -3567041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3567041.750000 Penalty: 5168.166016
	Iteration 72Q: 3 clusters Score -3567042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3567047.750000 Penalty: 5168.166016
	Iteration 73Q: 3 clusters Score -3567048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3567043.750000 Penalty: 5168.166016
	Iteration 74Q: 3 clusters Score -3567044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3567048.000000 Penalty: 5168.166016
	Iteration 75Q: 3 clusters Score -3567048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3567055.250000 Penalty: 5168.166016
	Iteration 76Q: 3 clusters Score -3567055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3567055.250000 Penalty: 5168.166016
	Iteration 77Q: 3 clusters Score -3567055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3567057.250000 Penalty: 5168.166016
	Iteration 78Q: 3 clusters Score -3567057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3567052.750000 Penalty: 5168.166016
	Iteration 79Q: 3 clusters Score -3567053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3567058.250000 Penalty: 5168.166016
	Iteration 80F: 3 clusters Score -3567058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3567060.250000 Penalty: 5168.166016
	Iteration 81Q: 3 clusters Score -3567060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3567057.500000 Penalty: 5168.166016
	Iteration 82Q: 3 clusters Score -3567058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3567062.500000 Penalty: 5168.166016
	Iteration 83Q: 3 clusters Score -3567062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3567065.000000 Penalty: 5168.166016
	Iteration 84Q: 3 clusters Score -3567065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3567065.250000 Penalty: 5168.166016
	Iteration 85Q: 3 clusters Score -3567065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3567069.000000 Penalty: 5168.166016
	Iteration 86Q: 3 clusters Score -3567069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3567069.250000 Penalty: 5168.166016
	Iteration 87Q: 3 clusters Score -3567069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3567073.500000 Penalty: 5168.166016
	Iteration 88Q: 3 clusters Score -3567074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3567074.500000 Penalty: 5168.166016
	Iteration 89Q: 3 clusters Score -3567074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3567073.000000 Penalty: 5168.166016
	Iteration 90Q: 3 clusters Score -3567073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3567073.750000 Penalty: 5168.166016
	Iteration 91Q: 3 clusters Score -3567074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3567074.000000 Penalty: 5168.166016
	Iteration 92Q: 3 clusters Score -3567074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3567076.000000 Penalty: 5168.166016
	Iteration 93Q: 3 clusters Score -3567076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3567075.750000 Penalty: 5168.166016
	Iteration 94Q: 3 clusters Score -3567076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3567075.750000 Penalty: 5168.166016
	Iteration 95F: 3 clusters Score -3567076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Entering Unmasked Estep 
Score: -1507600.750000 Penalty: 2377.472412
	Iteration 0F: 2 clusters Score -1507601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1497059.500000 Penalty: 4754.944824
	Iteration 0F: 3 clusters Score -1497060 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1500507.750000 Penalty: 4754.944824
	Iteration 1F: 3 clusters Score -1500508 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1500960.000000 Penalty: 4754.944824
	Iteration 2F: 3 clusters Score -1500960 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1501358.500000 Penalty: 4754.944824
	Iteration 3F: 3 clusters Score -1501358 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1501738.125000 Penalty: 4754.944824
	Iteration 4Q: 3 clusters Score -1501738 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1502259.875000 Penalty: 4754.944824
	Iteration 5Q: 3 clusters Score -1502260 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1502782.750000 Penalty: 4754.944824
	Iteration 6Q: 3 clusters Score -1502783 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1503194.500000 Penalty: 4754.944824
	Iteration 7Q: 3 clusters Score -1503194 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1503523.500000 Penalty: 4754.944824
	Iteration 8Q: 3 clusters Score -1503524 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1503790.625000 Penalty: 4754.944824
	Iteration 9Q: 3 clusters Score -1503791 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1504015.875000 Penalty: 4754.944824
	Iteration 10Q: 3 clusters Score -1504016 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1504198.625000 Penalty: 4754.944824
	Iteration 11Q: 3 clusters Score -1504199 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1504379.500000 Penalty: 4754.944824
	Iteration 12Q: 3 clusters Score -1504380 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1504506.375000 Penalty: 4754.944824
	Iteration 13Q: 3 clusters Score -1504506 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1504628.750000 Penalty: 4754.944824
	Iteration 14Q: 3 clusters Score -1504629 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1504717.000000 Penalty: 4754.944824
	Iteration 15Q: 3 clusters Score -1504717 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1504792.000000 Penalty: 4754.944824
	Iteration 16Q: 3 clusters Score -1504792 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1504850.625000 Penalty: 4754.944824
	Iteration 17Q: 3 clusters Score -1504851 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1504921.750000 Penalty: 4754.944824
	Iteration 18Q: 3 clusters Score -1504922 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1504996.375000 Penalty: 4754.944824
	Iteration 19Q: 3 clusters Score -1504996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1505069.500000 Penalty: 4754.944824
	Iteration 20F: 3 clusters Score -1505070 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1505145.375000 Penalty: 4754.944824
	Iteration 21Q: 3 clusters Score -1505145 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1505215.375000 Penalty: 4754.944824
	Iteration 22Q: 3 clusters Score -1505215 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1505276.750000 Penalty: 4754.944824
	Iteration 23Q: 3 clusters Score -1505277 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1505339.750000 Penalty: 4754.944824
	Iteration 24Q: 3 clusters Score -1505340 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1505400.625000 Penalty: 4754.944824
	Iteration 25Q: 3 clusters Score -1505401 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1505474.250000 Penalty: 4754.944824
	Iteration 26Q: 3 clusters Score -1505474 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1505553.875000 Penalty: 4754.944824
	Iteration 27Q: 3 clusters Score -1505554 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1505622.500000 Penalty: 4754.944824
	Iteration 28Q: 3 clusters Score -1505622 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1505682.375000 Penalty: 4754.944824
	Iteration 29Q: 3 clusters Score -1505682 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1505732.000000 Penalty: 4754.944824
	Iteration 30Q: 3 clusters Score -1505732 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1505786.125000 Penalty: 4754.944824
	Iteration 31Q: 3 clusters Score -1505786 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1505830.500000 Penalty: 4754.944824
	Iteration 32Q: 3 clusters Score -1505830 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1505874.000000 Penalty: 4754.944824
	Iteration 33Q: 3 clusters Score -1505874 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1505938.500000 Penalty: 4754.944824
	Iteration 34Q: 3 clusters Score -1505938 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1505995.875000 Penalty: 4754.944824
	Iteration 35Q: 3 clusters Score -1505996 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1506039.500000 Penalty: 4754.944824
	Iteration 36Q: 3 clusters Score -1506040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1506071.500000 Penalty: 4754.944824
	Iteration 37Q: 3 clusters Score -1506072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1506097.125000 Penalty: 4754.944824
	Iteration 38Q: 3 clusters Score -1506097 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1506127.250000 Penalty: 4754.944824
	Iteration 39Q: 3 clusters Score -1506127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1506158.500000 Penalty: 4754.944824
	Iteration 40F: 3 clusters Score -1506158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1506184.125000 Penalty: 4754.944824
	Iteration 41Q: 3 clusters Score -1506184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1506205.625000 Penalty: 4754.944824
	Iteration 42Q: 3 clusters Score -1506206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1506237.875000 Penalty: 4754.944824
	Iteration 43Q: 3 clusters Score -1506238 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1506260.375000 Penalty: 4754.944824
	Iteration 44Q: 3 clusters Score -1506260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1506288.500000 Penalty: 4754.944824
	Iteration 45Q: 3 clusters Score -1506288 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1506303.875000 Penalty: 4754.944824
	Iteration 46Q: 3 clusters Score -1506304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1506329.500000 Penalty: 4754.944824
	Iteration 47Q: 3 clusters Score -1506330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1506353.250000 Penalty: 4754.944824
	Iteration 48Q: 3 clusters Score -1506353 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1506375.875000 Penalty: 4754.944824
	Iteration 49Q: 3 clusters Score -1506376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1506388.500000 Penalty: 4754.944824
	Iteration 50Q: 3 clusters Score -1506388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1506407.375000 Penalty: 4754.944824
	Iteration 51Q: 3 clusters Score -1506407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1506417.875000 Penalty: 4754.944824
	Iteration 52Q: 3 clusters Score -1506418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1506427.250000 Penalty: 4754.944824
	Iteration 53Q: 3 clusters Score -1506427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1506436.375000 Penalty: 4754.944824
	Iteration 54Q: 3 clusters Score -1506436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1506439.625000 Penalty: 4754.944824
	Iteration 55Q: 3 clusters Score -1506440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1506441.875000 Penalty: 4754.944824
	Iteration 56Q: 3 clusters Score -1506442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1506442.750000 Penalty: 4754.944824
	Iteration 57Q: 3 clusters Score -1506443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1506450.125000 Penalty: 4754.944824
	Iteration 58Q: 3 clusters Score -1506450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1506450.625000 Penalty: 4754.944824
	Iteration 59Q: 3 clusters Score -1506451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1506454.125000 Penalty: 4754.944824
	Iteration 60F: 3 clusters Score -1506454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1506457.250000 Penalty: 4754.944824
	Iteration 61Q: 3 clusters Score -1506457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1506468.000000 Penalty: 4754.944824
	Iteration 62Q: 3 clusters Score -1506468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1506474.000000 Penalty: 4754.944824
	Iteration 63Q: 3 clusters Score -1506474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1506478.875000 Penalty: 4754.944824
	Iteration 64Q: 3 clusters Score -1506479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1506483.500000 Penalty: 4754.944824
	Iteration 65Q: 3 clusters Score -1506484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1506487.375000 Penalty: 4754.944824
	Iteration 66Q: 3 clusters Score -1506487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1506487.625000 Penalty: 4754.944824
	Iteration 67Q: 3 clusters Score -1506488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1506494.125000 Penalty: 4754.944824
	Iteration 68Q: 3 clusters Score -1506494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1506497.500000 Penalty: 4754.944824
	Iteration 69Q: 3 clusters Score -1506498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1506502.625000 Penalty: 4754.944824
	Iteration 70Q: 3 clusters Score -1506503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1506503.750000 Penalty: 4754.944824
	Iteration 71Q: 3 clusters Score -1506504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1506501.000000 Penalty: 4754.944824
	Iteration 72Q: 3 clusters Score -1506501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1506504.250000 Penalty: 4754.944824
	Iteration 73Q: 3 clusters Score -1506504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1506503.250000 Penalty: 4754.944824
	Iteration 74Q: 3 clusters Score -1506503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1506502.625000 Penalty: 4754.944824
	Iteration 75Q: 3 clusters Score -1506503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1506508.500000 Penalty: 4754.944824
	Iteration 76Q: 3 clusters Score -1506508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1506505.875000 Penalty: 4754.944824
	Iteration 77Q: 3 clusters Score -1506506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1506505.500000 Penalty: 4754.944824
	Iteration 78Q: 3 clusters Score -1506506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1506505.750000 Penalty: 4754.944824
	Iteration 79Q: 3 clusters Score -1506506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1506505.875000 Penalty: 4754.944824
	Iteration 80F: 3 clusters Score -1506506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1506509.750000 Penalty: 4754.944824
	Iteration 81Q: 3 clusters Score -1506510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1506509.750000 Penalty: 4754.944824
	Iteration 82F: 3 clusters Score -1506510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -713491.812500 Penalty: 2190.879395
	Iteration 0F: 2 clusters Score -713491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -707829.375000 Penalty: 4381.758789
	Iteration 0F: 3 clusters Score -707829.4 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -709277.687500 Penalty: 4381.758789
	Iteration 1F: 3 clusters Score -709277.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -709483.937500 Penalty: 4381.758789
	Iteration 2F: 3 clusters Score -709483.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -709627.937500 Penalty: 4381.758789
	Iteration 3Q: 3 clusters Score -709627.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -709739.125000 Penalty: 4381.758789
	Iteration 4Q: 3 clusters Score -709739.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -709829.062500 Penalty: 4381.758789
	Iteration 5Q: 3 clusters Score -709829.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -709908.062500 Penalty: 4381.758789
	Iteration 6Q: 3 clusters Score -709908.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -709979.312500 Penalty: 4381.758789
	Iteration 7Q: 3 clusters Score -709979.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -710039.937500 Penalty: 4381.758789
	Iteration 8Q: 3 clusters Score -710039.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -710090.687500 Penalty: 4381.758789
	Iteration 9Q: 3 clusters Score -710090.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -710145.437500 Penalty: 4381.758789
	Iteration 10Q: 3 clusters Score -710145.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -710201.812500 Penalty: 4381.758789
	Iteration 11Q: 3 clusters Score -710201.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -710241.375000 Penalty: 4381.758789
	Iteration 12Q: 3 clusters Score -710241.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -710274.875000 Penalty: 4381.758789
	Iteration 13Q: 3 clusters Score -710274.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -710309.375000 Penalty: 4381.758789
	Iteration 14Q: 3 clusters Score -710309.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -710347.000000 Penalty: 4381.758789
	Iteration 15Q: 3 clusters Score -710347 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -710384.312500 Penalty: 4381.758789
	Iteration 16Q: 3 clusters Score -710384.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -710413.125000 Penalty: 4381.758789
	Iteration 17Q: 3 clusters Score -710413.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -710440.750000 Penalty: 4381.758789
	Iteration 18Q: 3 clusters Score -710440.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -710467.437500 Penalty: 4381.758789
	Iteration 19Q: 3 clusters Score -710467.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -710492.375000 Penalty: 4381.758789
	Iteration 20F: 3 clusters Score -710492.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -710514.562500 Penalty: 4381.758789
	Iteration 21Q: 3 clusters Score -710514.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -710543.437500 Penalty: 4381.758789
	Iteration 22Q: 3 clusters Score -710543.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -710573.812500 Penalty: 4381.758789
	Iteration 23Q: 3 clusters Score -710573.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -710611.312500 Penalty: 4381.758789
	Iteration 24Q: 3 clusters Score -710611.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -710672.687500 Penalty: 4381.758789
	Iteration 25Q: 3 clusters Score -710672.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -710729.187500 Penalty: 4381.758789
	Iteration 26Q: 3 clusters Score -710729.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -710803.625000 Penalty: 4381.758789
	Iteration 27Q: 3 clusters Score -710803.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -710898.875000 Penalty: 4381.758789
	Iteration 28Q: 3 clusters Score -710898.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -710992.687500 Penalty: 4381.758789
	Iteration 29Q: 3 clusters Score -710992.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -711065.000000 Penalty: 4381.758789
	Iteration 30Q: 3 clusters Score -711065 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -711116.250000 Penalty: 4381.758789
	Iteration 31Q: 3 clusters Score -711116.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -711156.062500 Penalty: 4381.758789
	Iteration 32Q: 3 clusters Score -711156.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -711197.812500 Penalty: 4381.758789
	Iteration 33Q: 3 clusters Score -711197.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -711243.562500 Penalty: 4381.758789
	Iteration 34Q: 3 clusters Score -711243.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -711275.500000 Penalty: 4381.758789
	Iteration 35Q: 3 clusters Score -711275.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -711303.937500 Penalty: 4381.758789
	Iteration 36Q: 3 clusters Score -711303.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -711337.750000 Penalty: 4381.758789
	Iteration 37Q: 3 clusters Score -711337.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -711374.812500 Penalty: 4381.758789
	Iteration 38Q: 3 clusters Score -711374.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -711408.687500 Penalty: 4381.758789
	Iteration 39Q: 3 clusters Score -711408.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -711436.062500 Penalty: 4381.758789
	Iteration 40F: 3 clusters Score -711436.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -711455.875000 Penalty: 4381.758789
	Iteration 41Q: 3 clusters Score -711455.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -711468.500000 Penalty: 4381.758789
	Iteration 42Q: 3 clusters Score -711468.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -711477.250000 Penalty: 4381.758789
	Iteration 43Q: 3 clusters Score -711477.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -711484.875000 Penalty: 4381.758789
	Iteration 44Q: 3 clusters Score -711484.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -711491.187500 Penalty: 4381.758789
	Iteration 45Q: 3 clusters Score -711491.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -711494.187500 Penalty: 4381.758789
	Iteration 46Q: 3 clusters Score -711494.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -711496.250000 Penalty: 4381.758789
	Iteration 47Q: 3 clusters Score -711496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -711497.812500 Penalty: 4381.758789
	Iteration 48Q: 3 clusters Score -711497.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -711501.000000 Penalty: 4381.758789
	Iteration 49Q: 3 clusters Score -711501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -711503.437500 Penalty: 4381.758789
	Iteration 50Q: 3 clusters Score -711503.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -711507.437500 Penalty: 4381.758789
	Iteration 51Q: 3 clusters Score -711507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -711509.500000 Penalty: 4381.758789
	Iteration 52Q: 3 clusters Score -711509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -711510.375000 Penalty: 4381.758789
	Iteration 53Q: 3 clusters Score -711510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -711512.875000 Penalty: 4381.758789
	Iteration 54Q: 3 clusters Score -711512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -711515.250000 Penalty: 4381.758789
	Iteration 55Q: 3 clusters Score -711515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -711514.375000 Penalty: 4381.758789
	Iteration 56Q: 3 clusters Score -711514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -711516.062500 Penalty: 4381.758789
	Iteration 57Q: 3 clusters Score -711516.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -711518.937500 Penalty: 4381.758789
	Iteration 58Q: 3 clusters Score -711518.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -711523.687500 Penalty: 4381.758789
	Iteration 59Q: 3 clusters Score -711523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -711525.187500 Penalty: 4381.758789
	Iteration 60F: 3 clusters Score -711525.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -711526.812500 Penalty: 4381.758789
	Iteration 61Q: 3 clusters Score -711526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -711528.250000 Penalty: 4381.758789
	Iteration 62Q: 3 clusters Score -711528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -711530.875000 Penalty: 4381.758789
	Iteration 63Q: 3 clusters Score -711530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -711529.562500 Penalty: 4381.758789
	Iteration 64Q: 3 clusters Score -711529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -711530.312500 Penalty: 4381.758789
	Iteration 65Q: 3 clusters Score -711530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -711530.312500 Penalty: 4381.758789
	Iteration 66F: 3 clusters Score -711530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -165938.750000 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -165938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -163449.093750 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -163449.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -163994.421875 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -163994.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -164252.640625 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -164252.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164545.234375 Penalty: 3730.573730
	Iteration 3F: 3 clusters Score -164545.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -164989.187500 Penalty: 3730.573730
	Iteration 4F: 3 clusters Score -164989.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -165400.968750 Penalty: 3730.573730
	Iteration 5F: 3 clusters Score -165401 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -165726.828125 Penalty: 3730.573730
	Iteration 6F: 3 clusters Score -165726.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -166046.375000 Penalty: 3730.573730
	Iteration 7F: 3 clusters Score -166046.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -166348.031250 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -166348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -166480.625000 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -166480.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -166556.156250 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -166556.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -166609.531250 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -166609.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -166646.109375 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -166646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -166658.531250 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -166658.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -166660.843750 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -166660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -166662.984375 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -166663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -166665.781250 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -166665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -166665.781250 Penalty: 3730.573730
	Iteration 17F: 3 clusters Score -166665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228183 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 72142 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 14568 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 11 contains 771 members 
Mstep: Class 15 contains 38641 members 
Mstep: Class 16 contains 34654 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 192326 members 
Mstep: Class 20 contains 26575 members 
Entering Unmasked Estep 
Score: -70062744.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70063536.000000 to -70062744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (38641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Entering Unmasked Estep 
Score: -3970263.250000 Penalty: 2619.393066
	Iteration 0F: 2 clusters Score -3970263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3944112.750000 Penalty: 5238.786133
	Iteration 0F: 3 clusters Score -3944113 nChanged 17620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3953744.750000 Penalty: 5238.786133
	Iteration 1F: 3 clusters Score -3953745 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3954102.500000 Penalty: 5238.786133
	Iteration 2Q: 3 clusters Score -3954102 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3954438.750000 Penalty: 5238.786133
	Iteration 3Q: 3 clusters Score -3954439 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3954718.250000 Penalty: 5238.786133
	Iteration 4Q: 3 clusters Score -3954718 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3955047.500000 Penalty: 5238.786133
	Iteration 5Q: 3 clusters Score -3955048 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3955432.000000 Penalty: 5238.786133
	Iteration 6Q: 3 clusters Score -3955432 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3956037.000000 Penalty: 5238.786133
	Iteration 7Q: 3 clusters Score -3956037 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3956943.250000 Penalty: 5238.786133
	Iteration 8Q: 3 clusters Score -3956943 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -3958513.000000 Penalty: 5238.786133
	Iteration 9F: 3 clusters Score -3958513 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -3960883.000000 Penalty: 5238.786133
	Iteration 10F: 3 clusters Score -3960883 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -3963624.000000 Penalty: 5238.786133
	Iteration 11F: 3 clusters Score -3963624 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -3965879.250000 Penalty: 5238.786133
	Iteration 12F: 3 clusters Score -3965879 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -3967112.750000 Penalty: 5238.786133
	Iteration 13Q: 3 clusters Score -3967113 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -3967569.750000 Penalty: 5238.786133
	Iteration 14Q: 3 clusters Score -3967570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -3967755.500000 Penalty: 5238.786133
	Iteration 15Q: 3 clusters Score -3967756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -3967835.750000 Penalty: 5238.786133
	Iteration 16Q: 3 clusters Score -3967836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -3967878.000000 Penalty: 5238.786133
	Iteration 17Q: 3 clusters Score -3967878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -3967889.500000 Penalty: 5238.786133
	Iteration 18Q: 3 clusters Score -3967890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -3967908.500000 Penalty: 5238.786133
	Iteration 19Q: 3 clusters Score -3967908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -3967918.250000 Penalty: 5238.786133
	Iteration 20F: 3 clusters Score -3967918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -3967920.000000 Penalty: 5238.786133
	Iteration 21Q: 3 clusters Score -3967920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -3967920.000000 Penalty: 5238.786133
	Iteration 22Q: 3 clusters Score -3967920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -3967920.000000 Penalty: 5238.786133
	Iteration 23F: 3 clusters Score -3967920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Entering Unmasked Estep 
Score: -3689641.000000 Penalty: 2592.385986
	Iteration 0F: 2 clusters Score -3689641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3666104.000000 Penalty: 5184.771973
	Iteration 0F: 3 clusters Score -3666104 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3674579.250000 Penalty: 5184.771973
	Iteration 1F: 3 clusters Score -3674579 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3674981.000000 Penalty: 5184.771973
	Iteration 2Q: 3 clusters Score -3674981 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3675327.500000 Penalty: 5184.771973
	Iteration 3Q: 3 clusters Score -3675328 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3675688.500000 Penalty: 5184.771973
	Iteration 4Q: 3 clusters Score -3675688 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3676067.250000 Penalty: 5184.771973
	Iteration 5Q: 3 clusters Score -3676067 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -3676572.500000 Penalty: 5184.771973
	Iteration 6Q: 3 clusters Score -3676572 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3677187.750000 Penalty: 5184.771973
	Iteration 7Q: 3 clusters Score -3677188 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3678000.750000 Penalty: 5184.771973
	Iteration 8Q: 3 clusters Score -3678001 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -3679122.500000 Penalty: 5184.771973
	Iteration 9F: 3 clusters Score -3679122 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3680556.500000 Penalty: 5184.771973
	Iteration 10F: 3 clusters Score -3680556 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3682189.750000 Penalty: 5184.771973
	Iteration 11F: 3 clusters Score -3682190 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3683540.500000 Penalty: 5184.771973
	Iteration 12F: 3 clusters Score -3683540 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3684234.500000 Penalty: 5184.771973
	Iteration 13Q: 3 clusters Score -3684234 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3684572.750000 Penalty: 5184.771973
	Iteration 14Q: 3 clusters Score -3684573 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3684762.250000 Penalty: 5184.771973
	Iteration 15Q: 3 clusters Score -3684762 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3684914.250000 Penalty: 5184.771973
	Iteration 16Q: 3 clusters Score -3684914 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3685025.500000 Penalty: 5184.771973
	Iteration 17Q: 3 clusters Score -3685026 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3685133.250000 Penalty: 5184.771973
	Iteration 18Q: 3 clusters Score -3685133 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3685215.250000 Penalty: 5184.771973
	Iteration 19Q: 3 clusters Score -3685215 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3685318.250000 Penalty: 5184.771973
	Iteration 20F: 3 clusters Score -3685318 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3685407.500000 Penalty: 5184.771973
	Iteration 21Q: 3 clusters Score -3685408 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3685506.250000 Penalty: 5184.771973
	Iteration 22Q: 3 clusters Score -3685506 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3685609.250000 Penalty: 5184.771973
	Iteration 23Q: 3 clusters Score -3685609 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3685703.500000 Penalty: 5184.771973
	Iteration 24Q: 3 clusters Score -3685704 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3685794.000000 Penalty: 5184.771973
	Iteration 25Q: 3 clusters Score -3685794 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3685883.500000 Penalty: 5184.771973
	Iteration 26Q: 3 clusters Score -3685884 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3685978.500000 Penalty: 5184.771973
	Iteration 27Q: 3 clusters Score -3685978 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3686082.250000 Penalty: 5184.771973
	Iteration 28Q: 3 clusters Score -3686082 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3686183.750000 Penalty: 5184.771973
	Iteration 29Q: 3 clusters Score -3686184 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -3686290.250000 Penalty: 5184.771973
	Iteration 30Q: 3 clusters Score -3686290 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3686383.500000 Penalty: 5184.771973
	Iteration 31Q: 3 clusters Score -3686384 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3686459.500000 Penalty: 5184.771973
	Iteration 32Q: 3 clusters Score -3686460 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3686521.500000 Penalty: 5184.771973
	Iteration 33Q: 3 clusters Score -3686522 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3686601.250000 Penalty: 5184.771973
	Iteration 34Q: 3 clusters Score -3686601 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3686683.250000 Penalty: 5184.771973
	Iteration 35Q: 3 clusters Score -3686683 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3686740.000000 Penalty: 5184.771973
	Iteration 36Q: 3 clusters Score -3686740 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3686817.250000 Penalty: 5184.771973
	Iteration 37Q: 3 clusters Score -3686817 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -3686885.000000 Penalty: 5184.771973
	Iteration 38Q: 3 clusters Score -3686885 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3686962.000000 Penalty: 5184.771973
	Iteration 39Q: 3 clusters Score -3686962 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3687001.500000 Penalty: 5184.771973
	Iteration 40F: 3 clusters Score -3687002 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3687043.250000 Penalty: 5184.771973
	Iteration 41Q: 3 clusters Score -3687043 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3687098.250000 Penalty: 5184.771973
	Iteration 42Q: 3 clusters Score -3687098 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3687131.250000 Penalty: 5184.771973
	Iteration 43Q: 3 clusters Score -3687131 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3687148.750000 Penalty: 5184.771973
	Iteration 44Q: 3 clusters Score -3687149 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3687161.000000 Penalty: 5184.771973
	Iteration 45Q: 3 clusters Score -3687161 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3687186.000000 Penalty: 5184.771973
	Iteration 46Q: 3 clusters Score -3687186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -3687210.000000 Penalty: 5184.771973
	Iteration 47Q: 3 clusters Score -3687210 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3687243.500000 Penalty: 5184.771973
	Iteration 48Q: 3 clusters Score -3687244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3687270.500000 Penalty: 5184.771973
	Iteration 49Q: 3 clusters Score -3687270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -3687299.000000 Penalty: 5184.771973
	Iteration 50Q: 3 clusters Score -3687299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3687325.500000 Penalty: 5184.771973
	Iteration 51Q: 3 clusters Score -3687326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3687335.750000 Penalty: 5184.771973
	Iteration 52Q: 3 clusters Score -3687336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -3687354.000000 Penalty: 5184.771973
	Iteration 53Q: 3 clusters Score -3687354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -3687378.000000 Penalty: 5184.771973
	Iteration 54Q: 3 clusters Score -3687378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -3687395.750000 Penalty: 5184.771973
	Iteration 55Q: 3 clusters Score -3687396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -3687417.250000 Penalty: 5184.771973
	Iteration 56Q: 3 clusters Score -3687417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -3687426.250000 Penalty: 5184.771973
	Iteration 57Q: 3 clusters Score -3687426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3687433.750000 Penalty: 5184.771973
	Iteration 58Q: 3 clusters Score -3687434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3687446.000000 Penalty: 5184.771973
	Iteration 59Q: 3 clusters Score -3687446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -3687460.750000 Penalty: 5184.771973
	Iteration 60F: 3 clusters Score -3687461 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -3687471.500000 Penalty: 5184.771973
	Iteration 61Q: 3 clusters Score -3687472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -3687485.000000 Penalty: 5184.771973
	Iteration 62Q: 3 clusters Score -3687485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -3687487.000000 Penalty: 5184.771973
	Iteration 63Q: 3 clusters Score -3687487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -3687511.000000 Penalty: 5184.771973
	Iteration 64Q: 3 clusters Score -3687511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -3687523.000000 Penalty: 5184.771973
	Iteration 65Q: 3 clusters Score -3687523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -3687539.250000 Penalty: 5184.771973
	Iteration 66Q: 3 clusters Score -3687539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3687542.000000 Penalty: 5184.771973
	Iteration 67Q: 3 clusters Score -3687542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3687547.250000 Penalty: 5184.771973
	Iteration 68Q: 3 clusters Score -3687547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -3687553.000000 Penalty: 5184.771973
	Iteration 69Q: 3 clusters Score -3687553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -3687568.750000 Penalty: 5184.771973
	Iteration 70Q: 3 clusters Score -3687569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3687573.750000 Penalty: 5184.771973
	Iteration 71Q: 3 clusters Score -3687574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -3687587.750000 Penalty: 5184.771973
	Iteration 72Q: 3 clusters Score -3687588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -3687592.500000 Penalty: 5184.771973
	Iteration 73Q: 3 clusters Score -3687592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -3687593.500000 Penalty: 5184.771973
	Iteration 74Q: 3 clusters Score -3687594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -3687598.750000 Penalty: 5184.771973
	Iteration 75Q: 3 clusters Score -3687599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -3687603.750000 Penalty: 5184.771973
	Iteration 76Q: 3 clusters Score -3687604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -3687605.500000 Penalty: 5184.771973
	Iteration 77Q: 3 clusters Score -3687606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -3687608.250000 Penalty: 5184.771973
	Iteration 78Q: 3 clusters Score -3687608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3687623.000000 Penalty: 5184.771973
	Iteration 79Q: 3 clusters Score -3687623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -3687625.000000 Penalty: 5184.771973
	Iteration 80F: 3 clusters Score -3687625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -3687627.750000 Penalty: 5184.771973
	Iteration 81Q: 3 clusters Score -3687628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -3687630.750000 Penalty: 5184.771973
	Iteration 82Q: 3 clusters Score -3687631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -3687626.000000 Penalty: 5184.771973
	Iteration 83Q: 3 clusters Score -3687626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3687626.750000 Penalty: 5184.771973
	Iteration 84Q: 3 clusters Score -3687627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3687626.750000 Penalty: 5184.771973
	Iteration 85F: 3 clusters Score -3687627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Entering Unmasked Estep 
Score: -2277286.000000 Penalty: 2472.983154
	Iteration 0F: 2 clusters Score -2277286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2262289.500000 Penalty: 4945.966309
	Iteration 0F: 3 clusters Score -2262290 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2267281.000000 Penalty: 4945.966309
	Iteration 1F: 3 clusters Score -2267281 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2267731.000000 Penalty: 4945.966309
	Iteration 2F: 3 clusters Score -2267731 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2268176.250000 Penalty: 4945.966309
	Iteration 3Q: 3 clusters Score -2268176 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2268696.750000 Penalty: 4945.966309
	Iteration 4Q: 3 clusters Score -2268697 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2269271.000000 Penalty: 4945.966309
	Iteration 5Q: 3 clusters Score -2269271 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2269932.250000 Penalty: 4945.966309
	Iteration 6F: 3 clusters Score -2269932 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2270641.000000 Penalty: 4945.966309
	Iteration 7F: 3 clusters Score -2270641 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2271427.500000 Penalty: 4945.966309
	Iteration 8F: 3 clusters Score -2271428 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2272237.500000 Penalty: 4945.966309
	Iteration 9F: 3 clusters Score -2272238 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2273041.750000 Penalty: 4945.966309
	Iteration 10Q: 3 clusters Score -2273042 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2273595.500000 Penalty: 4945.966309
	Iteration 11Q: 3 clusters Score -2273596 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2273889.500000 Penalty: 4945.966309
	Iteration 12Q: 3 clusters Score -2273890 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2274053.500000 Penalty: 4945.966309
	Iteration 13Q: 3 clusters Score -2274054 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2274148.000000 Penalty: 4945.966309
	Iteration 14Q: 3 clusters Score -2274148 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2274240.750000 Penalty: 4945.966309
	Iteration 15Q: 3 clusters Score -2274241 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2274302.250000 Penalty: 4945.966309
	Iteration 16Q: 3 clusters Score -2274302 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2274332.250000 Penalty: 4945.966309
	Iteration 17Q: 3 clusters Score -2274332 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2274371.250000 Penalty: 4945.966309
	Iteration 18Q: 3 clusters Score -2274371 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2274412.250000 Penalty: 4945.966309
	Iteration 19Q: 3 clusters Score -2274412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2274443.750000 Penalty: 4945.966309
	Iteration 20F: 3 clusters Score -2274444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2274489.500000 Penalty: 4945.966309
	Iteration 21Q: 3 clusters Score -2274490 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2274509.750000 Penalty: 4945.966309
	Iteration 22Q: 3 clusters Score -2274510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2274551.000000 Penalty: 4945.966309
	Iteration 23Q: 3 clusters Score -2274551 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2274582.250000 Penalty: 4945.966309
	Iteration 24Q: 3 clusters Score -2274582 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2274616.000000 Penalty: 4945.966309
	Iteration 25Q: 3 clusters Score -2274616 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2274651.250000 Penalty: 4945.966309
	Iteration 26Q: 3 clusters Score -2274651 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2274674.000000 Penalty: 4945.966309
	Iteration 27Q: 3 clusters Score -2274674 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2274717.250000 Penalty: 4945.966309
	Iteration 28Q: 3 clusters Score -2274717 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2274753.750000 Penalty: 4945.966309
	Iteration 29Q: 3 clusters Score -2274754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2274789.000000 Penalty: 4945.966309
	Iteration 30Q: 3 clusters Score -2274789 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2274825.500000 Penalty: 4945.966309
	Iteration 31Q: 3 clusters Score -2274826 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2274842.250000 Penalty: 4945.966309
	Iteration 32Q: 3 clusters Score -2274842 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2274887.000000 Penalty: 4945.966309
	Iteration 33Q: 3 clusters Score -2274887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2274915.750000 Penalty: 4945.966309
	Iteration 34Q: 3 clusters Score -2274916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2274949.750000 Penalty: 4945.966309
	Iteration 35Q: 3 clusters Score -2274950 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2274980.250000 Penalty: 4945.966309
	Iteration 36Q: 3 clusters Score -2274980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2275007.750000 Penalty: 4945.966309
	Iteration 37Q: 3 clusters Score -2275008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2275037.250000 Penalty: 4945.966309
	Iteration 38Q: 3 clusters Score -2275037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2275069 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2275091 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2275117 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2275131 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2275147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2275154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2275172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2275181.750000 Penalty: 4945.966309
	Iteration 46Q: 3 clusters Score -2275182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2275188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2275210.500000 Penalty: 4945.966309
	Iteration 48Q: 3 clusters Score -2275210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2275226.250000 Penalty: 4945.966309
	Iteration 49Q: 3 clusters Score -2275226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2275230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2275240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2275258 nChanged 56
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2275278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2275290.250000 Penalty: 4945.966309
	Iteration 54Q: 3 clusters Score -2275290 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2275315 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2275326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2275337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2275355.000000 Penalty: 4945.966309
	Iteration 58Q: 3 clusters Score -2275355 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2275369 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2275377 nChanged 44
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Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2275387 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2275400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2275408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2275419.250000 Penalty: 4945.966309
	Iteration 64Q: 3 clusters Score -2275419 nChanged 31
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Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2275424 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2275435 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2275442 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2275452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2275460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2275462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2275467 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2275467 nChanged 7
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Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2275474 nChanged 8
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Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2275475 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2275475 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2275477 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2275478 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2275479 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2275480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2275481.750000 Penalty: 4945.966309
	Iteration 80F: 3 clusters Score -2275482 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2275484 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19731 members 
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	Iteration 82Q: 3 clusters Score -2275485 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2275486 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2275491.000000 Penalty: 4945.966309
	Iteration 84Q: 3 clusters Score -2275491 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2275494 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2275492 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2275500 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2275506 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2275514.000000 Penalty: 4945.966309
	Iteration 89Q: 3 clusters Score -2275514 nChanged 16
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Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2275514 nChanged 15
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Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2275518.000000 Penalty: 4945.966309
	Iteration 91Q: 3 clusters Score -2275518 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1538 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2275527 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2275535.250000 Penalty: 4945.966309
	Iteration 93Q: 3 clusters Score -2275535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2275540.250000 Penalty: 4945.966309
	Iteration 94Q: 3 clusters Score -2275540 nChanged 26
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Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2275544 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2275547 nChanged 20
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Mstep: Class 1 contains 1430 members 
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Entering Unmasked Estep 
Score: -2275553.000000 Penalty: 4945.966309
	Iteration 97Q: 3 clusters Score -2275553 nChanged 26
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Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2275565 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2275573.000000 Penalty: 4945.966309
	Iteration 99Q: 3 clusters Score -2275573 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2275582 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2275588 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2275592.750000 Penalty: 4945.966309
	Iteration 102Q: 3 clusters Score -2275593 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2275602.000000 Penalty: 4945.966309
	Iteration 103Q: 3 clusters Score -2275602 nChanged 20
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Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2275612 nChanged 24
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2275616 nChanged 27
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2275622.250000 Penalty: 4945.966309
	Iteration 106Q: 3 clusters Score -2275622 nChanged 15
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Mstep: Class 1 contains 1204 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2275627 nChanged 15
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Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2275632 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2275635 nChanged 13
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Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2275641.500000 Penalty: 4945.966309
	Iteration 110Q: 3 clusters Score -2275642 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2275648.000000 Penalty: 4945.966309
	Iteration 111Q: 3 clusters Score -2275648 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
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Entering Unmasked Estep 
Score: -2275653.500000 Penalty: 4945.966309
	Iteration 112Q: 3 clusters Score -2275654 nChanged 7
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Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20287 members 
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	Iteration 113Q: 3 clusters Score -2275655 nChanged 6
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Mstep: Class 1 contains 1119 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2275654 nChanged 7
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Mstep: Class 1 contains 1112 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2275658 nChanged 6
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Mstep: Class 1 contains 1106 members 
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	Iteration 116Q: 3 clusters Score -2275658 nChanged 7
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Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2275659 nChanged 5
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Mstep: Class 1 contains 1094 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2275663 nChanged 4
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2275661 nChanged 3
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Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2275658 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1084 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2275662 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1083 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2275658 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2275659.500000 Penalty: 4945.966309
	Iteration 123Q: 3 clusters Score -2275660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2275659.500000 Penalty: 4945.966309
	Iteration 124F: 3 clusters Score -2275660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192326 members 
Entering Unmasked Estep 
Score: -20065908.000000 Penalty: 3017.402832
	Iteration 0F: 2 clusters Score -2.006591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -19945598.000000 Penalty: 6034.805664
	Iteration 0F: 3 clusters Score -1.99456e+07 nChanged 92438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -19999630.000000 Penalty: 6034.805664
	Iteration 1F: 3 clusters Score -1.999963e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 107576 members 
Entering Unmasked Estep 
Score: -20001410.000000 Penalty: 6034.805664
	Iteration 2Q: 3 clusters Score -2.000141e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78065 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -20004518.000000 Penalty: 6034.805664
	Iteration 3Q: 3 clusters Score -2.000452e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 124069 members 
Entering Unmasked Estep 
Score: -20009854.000000 Penalty: 6034.805664
	Iteration 4F: 3 clusters Score -2.000985e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 137190 members 
Entering Unmasked Estep 
Score: -20018166.000000 Penalty: 6034.805664
	Iteration 5F: 3 clusters Score -2.001817e+07 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 152761 members 
Entering Unmasked Estep 
Score: -20030262.000000 Penalty: 6034.805664
	Iteration 6F: 3 clusters Score -2.003026e+07 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 167235 members 
Entering Unmasked Estep 
Score: -20043018.000000 Penalty: 6034.805664
	Iteration 7F: 3 clusters Score -2.004302e+07 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -20052128.000000 Penalty: 6034.805664
	Iteration 8F: 3 clusters Score -2.005213e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 183792 members 
Entering Unmasked Estep 
Score: -20057170.000000 Penalty: 6034.805664
	Iteration 9Q: 3 clusters Score -2.005717e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 186879 members 
Entering Unmasked Estep 
Score: -20060036.000000 Penalty: 6034.805664
	Iteration 10Q: 3 clusters Score -2.006004e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 188465 members 
Entering Unmasked Estep 
Score: -20061480.000000 Penalty: 6034.805664
	Iteration 11Q: 3 clusters Score -2.006148e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 189275 members 
Entering Unmasked Estep 
Score: -20062308.000000 Penalty: 6034.805664
	Iteration 12Q: 3 clusters Score -2.006231e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 189797 members 
Entering Unmasked Estep 
Score: -20062756.000000 Penalty: 6034.805664
	Iteration 13Q: 3 clusters Score -2.006276e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 190099 members 
Entering Unmasked Estep 
Score: -20063052.000000 Penalty: 6034.805664
	Iteration 14Q: 3 clusters Score -2.006305e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 190293 members 
Entering Unmasked Estep 
Score: -20063206.000000 Penalty: 6034.805664
	Iteration 15Q: 3 clusters Score -2.006321e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 190420 members 
Entering Unmasked Estep 
Score: -20063330.000000 Penalty: 6034.805664
	Iteration 16Q: 3 clusters Score -2.006333e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 190512 members 
Entering Unmasked Estep 
Score: -20063426.000000 Penalty: 6034.805664
	Iteration 17Q: 3 clusters Score -2.006343e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 190583 members 
Entering Unmasked Estep 
Score: -20063514.000000 Penalty: 6034.805664
	Iteration 18Q: 3 clusters Score -2.006351e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 190635 members 
Entering Unmasked Estep 
Score: -20063586.000000 Penalty: 6034.805664
	Iteration 19Q: 3 clusters Score -2.006359e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 190668 members 
Entering Unmasked Estep 
Score: -20063616.000000 Penalty: 6034.805664
	Iteration 20F: 3 clusters Score -2.006362e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 190685 members 
Entering Unmasked Estep 
Score: -20063650.000000 Penalty: 6034.805664
	Iteration 21Q: 3 clusters Score -2.006365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 190708 members 
Entering Unmasked Estep 
Score: -20063662.000000 Penalty: 6034.805664
	Iteration 22Q: 3 clusters Score -2.006366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 190726 members 
Entering Unmasked Estep 
Score: -20063668.000000 Penalty: 6034.805664
	Iteration 23Q: 3 clusters Score -2.006367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 190735 members 
Entering Unmasked Estep 
Score: -20063680.000000 Penalty: 6034.805664
	Iteration 24Q: 3 clusters Score -2.006368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 190743 members 
Entering Unmasked Estep 
Score: -20063692.000000 Penalty: 6034.805664
	Iteration 25Q: 3 clusters Score -2.006369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 190750 members 
Entering Unmasked Estep 
Score: -20063696.000000 Penalty: 6034.805664
	Iteration 26Q: 3 clusters Score -2.00637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 190751 members 
Entering Unmasked Estep 
Score: -20063718.000000 Penalty: 6034.805664
	Iteration 27Q: 3 clusters Score -2.006372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 190751 members 
Entering Unmasked Estep 
Score: -20063698.000000 Penalty: 6034.805664
	Iteration 28Q: 3 clusters Score -2.00637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 190753 members 
Entering Unmasked Estep 
Score: -20063684.000000 Penalty: 6034.805664
	Iteration 29Q: 3 clusters Score -2.006368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 190757 members 
Entering Unmasked Estep 
Score: -20063678.000000 Penalty: 6034.805664
	Iteration 30Q: 3 clusters Score -2.006368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 190762 members 
Entering Unmasked Estep 
Score: -20063680.000000 Penalty: 6034.805664
	Iteration 31Q: 3 clusters Score -2.006368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 190765 members 
Entering Unmasked Estep 
Score: -20063686.000000 Penalty: 6034.805664
	Iteration 32Q: 3 clusters Score -2.006369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 190768 members 
Entering Unmasked Estep 
Score: -20063680.000000 Penalty: 6034.805664
	Iteration 33Q: 3 clusters Score -2.006368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 190773 members 
Entering Unmasked Estep 
Score: -20063698.000000 Penalty: 6034.805664
	Iteration 34Q: 3 clusters Score -2.00637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 190775 members 
Entering Unmasked Estep 
Score: -20063692.000000 Penalty: 6034.805664
	Iteration 35Q: 3 clusters Score -2.006369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 190780 members 
Entering Unmasked Estep 
Score: -20063688.000000 Penalty: 6034.805664
	Iteration 36Q: 3 clusters Score -2.006369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 190783 members 
Entering Unmasked Estep 
Score: -20063694.000000 Penalty: 6034.805664
	Iteration 37Q: 3 clusters Score -2.006369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 190788 members 
Entering Unmasked Estep 
Score: -20063700.000000 Penalty: 6034.805664
	Iteration 38Q: 3 clusters Score -2.00637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 190790 members 
Entering Unmasked Estep 
Score: -20063690.000000 Penalty: 6034.805664
	Iteration 39Q: 3 clusters Score -2.006369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 190794 members 
Entering Unmasked Estep 
Score: -20063678.000000 Penalty: 6034.805664
	Iteration 40F: 3 clusters Score -2.006368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 190794 members 
Entering Unmasked Estep 
Score: -20063678.000000 Penalty: 6034.805664
	Iteration 41Q: 3 clusters Score -2.006368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 190796 members 
Entering Unmasked Estep 
Score: -20063686.000000 Penalty: 6034.805664
	Iteration 42Q: 3 clusters Score -2.006369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 190798 members 
Entering Unmasked Estep 
Score: -20063684.000000 Penalty: 6034.805664
	Iteration 43Q: 3 clusters Score -2.006368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 190800 members 
Entering Unmasked Estep 
Score: -20063688.000000 Penalty: 6034.805664
	Iteration 44Q: 3 clusters Score -2.006369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 190801 members 
Entering Unmasked Estep 
Score: -20063684.000000 Penalty: 6034.805664
	Iteration 45Q: 3 clusters Score -2.006368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 190805 members 
Entering Unmasked Estep 
Score: -20063690.000000 Penalty: 6034.805664
	Iteration 46Q: 3 clusters Score -2.006369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 190812 members 
Entering Unmasked Estep 
Score: -20063688.000000 Penalty: 6034.805664
	Iteration 47Q: 3 clusters Score -2.006369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 190814 members 
Entering Unmasked Estep 
Score: -20063690.000000 Penalty: 6034.805664
	Iteration 48Q: 3 clusters Score -2.006369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 190817 members 
Entering Unmasked Estep 
Score: -20063694.000000 Penalty: 6034.805664
	Iteration 49Q: 3 clusters Score -2.006369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 190818 members 
Entering Unmasked Estep 
Score: -20063686.000000 Penalty: 6034.805664
	Iteration 50Q: 3 clusters Score -2.006369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 190817 members 
Entering Unmasked Estep 
Score: -20063684.000000 Penalty: 6034.805664
	Iteration 51Q: 3 clusters Score -2.006368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 190819 members 
Entering Unmasked Estep 
Score: -20063696.000000 Penalty: 6034.805664
	Iteration 52Q: 3 clusters Score -2.00637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 190818 members 
Entering Unmasked Estep 
Score: -20063692.000000 Penalty: 6034.805664
	Iteration 53Q: 3 clusters Score -2.006369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 190818 members 
Entering Unmasked Estep 
Score: -20063692.000000 Penalty: 6034.805664
	Iteration 54F: 3 clusters Score -2.006369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Entering Unmasked Estep 
Score: -2822743.750000 Penalty: 2526.556152
	Iteration 0F: 2 clusters Score -2822744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2804468.750000 Penalty: 5053.112305
	Iteration 0F: 3 clusters Score -2804469 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -2810919.750000 Penalty: 5053.112305
	Iteration 1F: 3 clusters Score -2810920 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2811528.250000 Penalty: 5053.112305
	Iteration 2F: 3 clusters Score -2811528 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2812124.250000 Penalty: 5053.112305
	Iteration 3Q: 3 clusters Score -2812124 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2812712.500000 Penalty: 5053.112305
	Iteration 4Q: 3 clusters Score -2812712 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2813319.500000 Penalty: 5053.112305
	Iteration 5Q: 3 clusters Score -2813320 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2813968.750000 Penalty: 5053.112305
	Iteration 6Q: 3 clusters Score -2813969 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2814611.250000 Penalty: 5053.112305
	Iteration 7Q: 3 clusters Score -2814611 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2815244.750000 Penalty: 5053.112305
	Iteration 8Q: 3 clusters Score -2815245 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2815887.750000 Penalty: 5053.112305
	Iteration 9Q: 3 clusters Score -2815888 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2816520.500000 Penalty: 5053.112305
	Iteration 10Q: 3 clusters Score -2816520 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2817098.500000 Penalty: 5053.112305
	Iteration 11Q: 3 clusters Score -2817098 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2817611.000000 Penalty: 5053.112305
	Iteration 12Q: 3 clusters Score -2817611 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2817957.000000 Penalty: 5053.112305
	Iteration 13Q: 3 clusters Score -2817957 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2818186.750000 Penalty: 5053.112305
	Iteration 14Q: 3 clusters Score -2818187 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2818331.750000 Penalty: 5053.112305
	Iteration 15Q: 3 clusters Score -2818332 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2818420.250000 Penalty: 5053.112305
	Iteration 16Q: 3 clusters Score -2818420 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2818459.250000 Penalty: 5053.112305
	Iteration 17Q: 3 clusters Score -2818459 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2818489.500000 Penalty: 5053.112305
	Iteration 18Q: 3 clusters Score -2818490 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2818531.500000 Penalty: 5053.112305
	Iteration 19Q: 3 clusters Score -2818532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2818572.000000 Penalty: 5053.112305
	Iteration 20F: 3 clusters Score -2818572 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2818590.000000 Penalty: 5053.112305
	Iteration 21Q: 3 clusters Score -2818590 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2818632.250000 Penalty: 5053.112305
	Iteration 22Q: 3 clusters Score -2818632 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2818658.500000 Penalty: 5053.112305
	Iteration 23Q: 3 clusters Score -2818658 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2818679.750000 Penalty: 5053.112305
	Iteration 24Q: 3 clusters Score -2818680 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2818692.500000 Penalty: 5053.112305
	Iteration 25Q: 3 clusters Score -2818692 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2818711.500000 Penalty: 5053.112305
	Iteration 26Q: 3 clusters Score -2818712 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2818730.500000 Penalty: 5053.112305
	Iteration 27Q: 3 clusters Score -2818730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2818750.000000 Penalty: 5053.112305
	Iteration 28Q: 3 clusters Score -2818750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2818752.500000 Penalty: 5053.112305
	Iteration 29Q: 3 clusters Score -2818752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2818775.000000 Penalty: 5053.112305
	Iteration 30Q: 3 clusters Score -2818775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2818787.750000 Penalty: 5053.112305
	Iteration 31Q: 3 clusters Score -2818788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2818799.750000 Penalty: 5053.112305
	Iteration 32Q: 3 clusters Score -2818800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2818806.750000 Penalty: 5053.112305
	Iteration 33Q: 3 clusters Score -2818807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2818819.250000 Penalty: 5053.112305
	Iteration 34Q: 3 clusters Score -2818819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2818819.500000 Penalty: 5053.112305
	Iteration 35Q: 3 clusters Score -2818820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2818830.250000 Penalty: 5053.112305
	Iteration 36Q: 3 clusters Score -2818830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2818836.500000 Penalty: 5053.112305
	Iteration 37Q: 3 clusters Score -2818836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2818838.000000 Penalty: 5053.112305
	Iteration 38Q: 3 clusters Score -2818838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2818840.500000 Penalty: 5053.112305
	Iteration 39Q: 3 clusters Score -2818840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2818839.500000 Penalty: 5053.112305
	Iteration 40F: 3 clusters Score -2818840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2818850.750000 Penalty: 5053.112305
	Iteration 41Q: 3 clusters Score -2818851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2818855.500000 Penalty: 5053.112305
	Iteration 42Q: 3 clusters Score -2818856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2818872.250000 Penalty: 5053.112305
	Iteration 43Q: 3 clusters Score -2818872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2818868.250000 Penalty: 5053.112305
	Iteration 44Q: 3 clusters Score -2818868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2818865.250000 Penalty: 5053.112305
	Iteration 45Q: 3 clusters Score -2818865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2818868.000000 Penalty: 5053.112305
	Iteration 46Q: 3 clusters Score -2818868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2818872.000000 Penalty: 5053.112305
	Iteration 47Q: 3 clusters Score -2818872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2818886.000000 Penalty: 5053.112305
	Iteration 48Q: 3 clusters Score -2818886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2818891.500000 Penalty: 5053.112305
	Iteration 49Q: 3 clusters Score -2818892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2818896.000000 Penalty: 5053.112305
	Iteration 50Q: 3 clusters Score -2818896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2818903.250000 Penalty: 5053.112305
	Iteration 51Q: 3 clusters Score -2818903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2818914.750000 Penalty: 5053.112305
	Iteration 52Q: 3 clusters Score -2818915 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2818912.000000 Penalty: 5053.112305
	Iteration 53Q: 3 clusters Score -2818912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2818921.000000 Penalty: 5053.112305
	Iteration 54Q: 3 clusters Score -2818921 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2818926.500000 Penalty: 5053.112305
	Iteration 55Q: 3 clusters Score -2818926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2818929.750000 Penalty: 5053.112305
	Iteration 56Q: 3 clusters Score -2818930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2818936.500000 Penalty: 5053.112305
	Iteration 57Q: 3 clusters Score -2818936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2818952.750000 Penalty: 5053.112305
	Iteration 58Q: 3 clusters Score -2818953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2818950.250000 Penalty: 5053.112305
	Iteration 59Q: 3 clusters Score -2818950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2818964.250000 Penalty: 5053.112305
	Iteration 60F: 3 clusters Score -2818964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2818969.750000 Penalty: 5053.112305
	Iteration 61Q: 3 clusters Score -2818970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2818963.250000 Penalty: 5053.112305
	Iteration 62Q: 3 clusters Score -2818963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2818968.500000 Penalty: 5053.112305
	Iteration 63Q: 3 clusters Score -2818968 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2818977.000000 Penalty: 5053.112305
	Iteration 64Q: 3 clusters Score -2818977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2818981.500000 Penalty: 5053.112305
	Iteration 65Q: 3 clusters Score -2818982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2818994.000000 Penalty: 5053.112305
	Iteration 66Q: 3 clusters Score -2818994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2819011.000000 Penalty: 5053.112305
	Iteration 67Q: 3 clusters Score -2819011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2819008.500000 Penalty: 5053.112305
	Iteration 68Q: 3 clusters Score -2819008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2819027.750000 Penalty: 5053.112305
	Iteration 69Q: 3 clusters Score -2819028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2819033.750000 Penalty: 5053.112305
	Iteration 70Q: 3 clusters Score -2819034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2819031.750000 Penalty: 5053.112305
	Iteration 71Q: 3 clusters Score -2819032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2819034.250000 Penalty: 5053.112305
	Iteration 72Q: 3 clusters Score -2819034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2819029.500000 Penalty: 5053.112305
	Iteration 73Q: 3 clusters Score -2819030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2819026.500000 Penalty: 5053.112305
	Iteration 74Q: 3 clusters Score -2819026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2819041.000000 Penalty: 5053.112305
	Iteration 75Q: 3 clusters Score -2819041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2819039.000000 Penalty: 5053.112305
	Iteration 76Q: 3 clusters Score -2819039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2819042.750000 Penalty: 5053.112305
	Iteration 77Q: 3 clusters Score -2819043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2819044.750000 Penalty: 5053.112305
	Iteration 78Q: 3 clusters Score -2819045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2819046.750000 Penalty: 5053.112305
	Iteration 79Q: 3 clusters Score -2819047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2819050.000000 Penalty: 5053.112305
	Iteration 80F: 3 clusters Score -2819050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2819049.250000 Penalty: 5053.112305
	Iteration 81Q: 3 clusters Score -2819049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2819058.250000 Penalty: 5053.112305
	Iteration 82Q: 3 clusters Score -2819058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2819062.500000 Penalty: 5053.112305
	Iteration 83Q: 3 clusters Score -2819062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2819065.750000 Penalty: 5053.112305
	Iteration 84Q: 3 clusters Score -2819066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2819062.500000 Penalty: 5053.112305
	Iteration 85Q: 3 clusters Score -2819062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2819072.250000 Penalty: 5053.112305
	Iteration 86Q: 3 clusters Score -2819072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2819070.500000 Penalty: 5053.112305
	Iteration 87Q: 3 clusters Score -2819070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2819077.250000 Penalty: 5053.112305
	Iteration 88Q: 3 clusters Score -2819077 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2819077.500000 Penalty: 5053.112305
	Iteration 89Q: 3 clusters Score -2819078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2819075.250000 Penalty: 5053.112305
	Iteration 90Q: 3 clusters Score -2819075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2819095.250000 Penalty: 5053.112305
	Iteration 91Q: 3 clusters Score -2819095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2819091.000000 Penalty: 5053.112305
	Iteration 92Q: 3 clusters Score -2819091 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2819087.000000 Penalty: 5053.112305
	Iteration 93Q: 3 clusters Score -2819087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2819088.750000 Penalty: 5053.112305
	Iteration 94Q: 3 clusters Score -2819089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2819094.500000 Penalty: 5053.112305
	Iteration 95Q: 3 clusters Score -2819094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2819093.250000 Penalty: 5053.112305
	Iteration 96Q: 3 clusters Score -2819093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2819097.250000 Penalty: 5053.112305
	Iteration 97Q: 3 clusters Score -2819097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2819104.000000 Penalty: 5053.112305
	Iteration 98Q: 3 clusters Score -2819104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2819107.000000 Penalty: 5053.112305
	Iteration 99Q: 3 clusters Score -2819107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2819095.000000 Penalty: 5053.112305
	Iteration 100F: 3 clusters Score -2819095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2819096.750000 Penalty: 5053.112305
	Iteration 101Q: 3 clusters Score -2819097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2819112.500000 Penalty: 5053.112305
	Iteration 102Q: 3 clusters Score -2819112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2819115.000000 Penalty: 5053.112305
	Iteration 103Q: 3 clusters Score -2819115 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2819120.500000 Penalty: 5053.112305
	Iteration 104Q: 3 clusters Score -2819120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2819125.250000 Penalty: 5053.112305
	Iteration 105Q: 3 clusters Score -2819125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2819139.500000 Penalty: 5053.112305
	Iteration 106Q: 3 clusters Score -2819140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2819152.000000 Penalty: 5053.112305
	Iteration 107Q: 3 clusters Score -2819152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2819155.000000 Penalty: 5053.112305
	Iteration 108Q: 3 clusters Score -2819155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2819165.500000 Penalty: 5053.112305
	Iteration 109Q: 3 clusters Score -2819166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2819176.000000 Penalty: 5053.112305
	Iteration 110Q: 3 clusters Score -2819176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2819171.000000 Penalty: 5053.112305
	Iteration 111Q: 3 clusters Score -2819171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2819170.000000 Penalty: 5053.112305
	Iteration 112Q: 3 clusters Score -2819170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2819172.000000 Penalty: 5053.112305
	Iteration 113Q: 3 clusters Score -2819172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2819180.500000 Penalty: 5053.112305
	Iteration 114Q: 3 clusters Score -2819180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2819192.000000 Penalty: 5053.112305
	Iteration 115Q: 3 clusters Score -2819192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2819186.000000 Penalty: 5053.112305
	Iteration 116Q: 3 clusters Score -2819186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2819195.250000 Penalty: 5053.112305
	Iteration 117Q: 3 clusters Score -2819195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2819210.000000 Penalty: 5053.112305
	Iteration 118Q: 3 clusters Score -2819210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2819218.500000 Penalty: 5053.112305
	Iteration 119Q: 3 clusters Score -2819218 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2819215.500000 Penalty: 5053.112305
	Iteration 120F: 3 clusters Score -2819216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2819217.000000 Penalty: 5053.112305
	Iteration 121Q: 3 clusters Score -2819217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2819227.000000 Penalty: 5053.112305
	Iteration 122Q: 3 clusters Score -2819227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2819240.250000 Penalty: 5053.112305
	Iteration 123Q: 3 clusters Score -2819240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2819248.500000 Penalty: 5053.112305
	Iteration 124Q: 3 clusters Score -2819248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2819254.000000 Penalty: 5053.112305
	Iteration 125Q: 3 clusters Score -2819254 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2819257 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2819268 nChanged 51
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Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2819278 nChanged 52
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Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2819280 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2819289 nChanged 43
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Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2819297 nChanged 49
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Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2819293 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6282 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2819303 nChanged 55
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Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2819303 nChanged 49
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Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2819312 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2819314 nChanged 57
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Mstep: Class 1 contains 6075 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2819331 nChanged 62
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Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2819328 nChanged 54
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Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2819339 nChanged 59
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2819340 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2819350 nChanged 54
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Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2819362 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2819370 nChanged 49
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Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2819384 nChanged 59
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2819388 nChanged 65
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Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 21001 members 
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	Iteration 146Q: 3 clusters Score -2819400 nChanged 70
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Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 21067 members 
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	Iteration 147Q: 3 clusters Score -2819409 nChanged 78
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Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2819416 nChanged 78
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Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2819433 nChanged 80
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Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 21299 members 
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	Iteration 150Q: 3 clusters Score -2819454 nChanged 86
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Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2819472 nChanged 82
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Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2819478 nChanged 83
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 21546 members 
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	Iteration 153Q: 3 clusters Score -2819500 nChanged 77
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Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 21623 members 
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	Iteration 154Q: 3 clusters Score -2819509 nChanged 80
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Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2819523 nChanged 77
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Mstep: Class 1 contains 4795 members 
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	Iteration 156Q: 3 clusters Score -2819540 nChanged 78
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Mstep: Class 1 contains 4717 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2819553 nChanged 78
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Mstep: Class 1 contains 4639 members 
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	Iteration 158Q: 3 clusters Score -2819570 nChanged 80
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Mstep: Class 1 contains 4559 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2819576 nChanged 77
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Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2819586 nChanged 78
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Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2819586 nChanged 74
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Mstep: Class 1 contains 4336 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2819611 nChanged 75
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Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2819620 nChanged 61
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Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 22375 members 
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	Iteration 164Q: 3 clusters Score -2819618 nChanged 63
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Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2819629 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4077 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2819635 nChanged 66
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Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2819652 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3942 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2819666 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3870 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2819681 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3794 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2819703 nChanged 83
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Mstep: Class 1 contains 3713 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2819709 nChanged 83
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Mstep: Class 1 contains 3634 members 
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	Iteration 172Q: 3 clusters Score -2819730 nChanged 97
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Mstep: Class 1 contains 3539 members 
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	Iteration 173Q: 3 clusters Score -2819752 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3427 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2819784 nChanged 126
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Mstep: Class 1 contains 3301 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2819818 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3189 members 
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	Iteration 176Q: 3 clusters Score -2819844 nChanged 107
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Mstep: Class 1 contains 3088 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2819878 nChanged 96
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Mstep: Class 1 contains 2994 members 
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	Iteration 178Q: 3 clusters Score -2819896 nChanged 104
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Mstep: Class 1 contains 2894 members 
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	Iteration 179Q: 3 clusters Score -2819934 nChanged 123
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Mstep: Class 1 contains 2781 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2819986 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2675 members 
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	Iteration 181Q: 3 clusters Score -2820019 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2577 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2820058 nChanged 92
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Mstep: Class 1 contains 2491 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2820081 nChanged 96
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Mstep: Class 1 contains 2397 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2820112 nChanged 91
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Mstep: Class 1 contains 2310 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2820138 nChanged 79
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Mstep: Class 1 contains 2233 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2820154 nChanged 77
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Mstep: Class 1 contains 2160 members 
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	Iteration 187Q: 3 clusters Score -2820177 nChanged 62
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2820205 nChanged 70
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Mstep: Class 1 contains 2034 members 
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	Iteration 189Q: 3 clusters Score -2820214 nChanged 60
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Entering Unmasked Estep 
Score: -2820230.000000 Penalty: 5053.112305
	Iteration 190Q: 3 clusters Score -2820230 nChanged 53
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Mstep: Class 1 contains 1927 members 
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Entering Unmasked Estep 
Score: -2820241.000000 Penalty: 5053.112305
	Iteration 191Q: 3 clusters Score -2820241 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1872 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2820268 nChanged 63
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Mstep: Class 1 contains 1811 members 
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	Iteration 193Q: 3 clusters Score -2820296 nChanged 62
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Mstep: Class 1 contains 1749 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2820310 nChanged 57
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Mstep: Class 1 contains 1694 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2820336 nChanged 53
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Mstep: Class 1 contains 1643 members 
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	Iteration 196Q: 3 clusters Score -2820350 nChanged 31
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	Iteration 197Q: 3 clusters Score -2820358 nChanged 23
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Mstep: Class 1 contains 1589 members 
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	Iteration 198Q: 3 clusters Score -2820367 nChanged 23
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	Iteration 199Q: 3 clusters Score -2820375 nChanged 23
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	Iteration 200F: 3 clusters Score -2820380 nChanged 25
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	Iteration 201Q: 3 clusters Score -2820384 nChanged 27
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	Iteration 202Q: 3 clusters Score -2820401 nChanged 32
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	Iteration 203Q: 3 clusters Score -2820405 nChanged 30
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	Iteration 204Q: 3 clusters Score -2820415 nChanged 32
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	Iteration 205Q: 3 clusters Score -2820426 nChanged 24
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2820432 nChanged 25
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2820431 nChanged 21
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2820437 nChanged 17
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Entering Unmasked Estep 
Score: -2820453.500000 Penalty: 5053.112305
	Iteration 209Q: 3 clusters Score -2820454 nChanged 21
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Entering Unmasked Estep 
Score: -2820458.000000 Penalty: 5053.112305
	Iteration 210Q: 3 clusters Score -2820458 nChanged 25
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	Iteration 211Q: 3 clusters Score -2820474 nChanged 22
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2820469 nChanged 16
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2820477 nChanged 26
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2820484 nChanged 19
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2820490 nChanged 18
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Entering Unmasked Estep 
Score: -2820501.250000 Penalty: 5053.112305
	Iteration 216Q: 3 clusters Score -2820501 nChanged 14
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2820509 nChanged 14
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Entering Unmasked Estep 
Score: -2820518.250000 Penalty: 5053.112305
	Iteration 218Q: 3 clusters Score -2820518 nChanged 11
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Entering Unmasked Estep 
Score: -2820514.250000 Penalty: 5053.112305
	Iteration 219Q: 3 clusters Score -2820514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2820520.750000 Penalty: 5053.112305
	Iteration 220F: 3 clusters Score -2820521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2820527.250000 Penalty: 5053.112305
	Iteration 221Q: 3 clusters Score -2820527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2820532.750000 Penalty: 5053.112305
	Iteration 222Q: 3 clusters Score -2820533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -2820534.500000 Penalty: 5053.112305
	Iteration 223Q: 3 clusters Score -2820534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -2820536.250000 Penalty: 5053.112305
	Iteration 224Q: 3 clusters Score -2820536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -2820540.500000 Penalty: 5053.112305
	Iteration 225Q: 3 clusters Score -2820540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2820540.750000 Penalty: 5053.112305
	Iteration 226Q: 3 clusters Score -2820541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -2820544.750000 Penalty: 5053.112305
	Iteration 227Q: 3 clusters Score -2820545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -2820545.000000 Penalty: 5053.112305
	Iteration 228Q: 3 clusters Score -2820545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2820544.000000 Penalty: 5053.112305
	Iteration 229Q: 3 clusters Score -2820544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -2820552.000000 Penalty: 5053.112305
	Iteration 230Q: 3 clusters Score -2820552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -2820555.750000 Penalty: 5053.112305
	Iteration 231Q: 3 clusters Score -2820556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2820559.500000 Penalty: 5053.112305
	Iteration 232Q: 3 clusters Score -2820560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -2820560.500000 Penalty: 5053.112305
	Iteration 233Q: 3 clusters Score -2820560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -2820566.000000 Penalty: 5053.112305
	Iteration 234Q: 3 clusters Score -2820566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2820567.750000 Penalty: 5053.112305
	Iteration 235Q: 3 clusters Score -2820568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -2820570.500000 Penalty: 5053.112305
	Iteration 236Q: 3 clusters Score -2820570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -2820572.000000 Penalty: 5053.112305
	Iteration 237Q: 3 clusters Score -2820572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -2820577.250000 Penalty: 5053.112305
	Iteration 238Q: 3 clusters Score -2820577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -2820579.750000 Penalty: 5053.112305
	Iteration 239Q: 3 clusters Score -2820580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2820584.250000 Penalty: 5053.112305
	Iteration 240F: 3 clusters Score -2820584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2820586.750000 Penalty: 5053.112305
	Iteration 241Q: 3 clusters Score -2820587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -2820588.000000 Penalty: 5053.112305
	Iteration 242Q: 3 clusters Score -2820588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2820596.250000 Penalty: 5053.112305
	Iteration 243Q: 3 clusters Score -2820596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -2820601.000000 Penalty: 5053.112305
	Iteration 244Q: 3 clusters Score -2820601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -2820606.500000 Penalty: 5053.112305
	Iteration 245Q: 3 clusters Score -2820606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -2820609.000000 Penalty: 5053.112305
	Iteration 246Q: 3 clusters Score -2820609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2820605.000000 Penalty: 5053.112305
	Iteration 247Q: 3 clusters Score -2820605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -2820606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -2820605.750000 Penalty: 5053.112305
	Iteration 249F: 3 clusters Score -2820606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228183 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 72142 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 14568 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38641 members 
Mstep: Class 16 contains 34654 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 192326 members 
Mstep: Class 20 contains 26575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 14 clusters Score -7.006356e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228187 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 72258 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33517 members 
Mstep: Class 8 contains 14567 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38640 members 
Mstep: Class 16 contains 34652 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 192210 members 
Mstep: Class 20 contains 26570 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 14 clusters Score -7.006361e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228181 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 72396 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33523 members 
Mstep: Class 8 contains 14566 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38638 members 
Mstep: Class 16 contains 34655 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 192077 members 
Mstep: Class 20 contains 26563 members 
Entering Unmasked Estep 
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Iteration 201Q: 14 clusters Score -7.006361e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228175 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 72553 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33531 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38636 members 
Mstep: Class 16 contains 34647 members 
Mstep: Class 17 contains 21411 members 
Mstep: Class 18 contains 191934 members 
Mstep: Class 20 contains 26560 members 
Entering Unmasked Estep 
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Iteration 202Q: 14 clusters Score -7.006363e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228166 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 72714 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 7 contains 33531 members 
Mstep: Class 8 contains 14556 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38635 members 
Mstep: Class 16 contains 34644 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 191795 members 
Mstep: Class 20 contains 26557 members 
Entering Unmasked Estep 
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Iteration 203Q: 14 clusters Score -7.006354e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228181 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 72880 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 7 contains 33531 members 
Mstep: Class 8 contains 14552 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38631 members 
Mstep: Class 16 contains 34645 members 
Mstep: Class 17 contains 21408 members 
Mstep: Class 18 contains 191632 members 
Mstep: Class 20 contains 26553 members 
Entering Unmasked Estep 
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Iteration 204Q: 14 clusters Score -7.006358e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228178 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 73047 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33529 members 
Mstep: Class 8 contains 14554 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38629 members 
Mstep: Class 16 contains 34639 members 
Mstep: Class 17 contains 21406 members 
Mstep: Class 18 contains 191479 members 
Mstep: Class 20 contains 26550 members 
Entering Unmasked Estep 
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Iteration 205Q: 14 clusters Score -7.006367e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228174 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 73232 members 
Mstep: Class 4 contains 10300 members 
Mstep: Class 7 contains 33528 members 
Mstep: Class 8 contains 14554 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38628 members 
Mstep: Class 16 contains 34635 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 191314 members 
Mstep: Class 20 contains 26537 members 
Entering Unmasked Estep 
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Iteration 206Q: 14 clusters Score -7.00637e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228177 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 73423 members 
Mstep: Class 4 contains 10299 members 
Mstep: Class 7 contains 33530 members 
Mstep: Class 8 contains 14551 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38626 members 
Mstep: Class 16 contains 34628 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 191140 members 
Mstep: Class 20 contains 26528 members 
Entering Unmasked Estep 
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Iteration 207Q: 14 clusters Score -7.006359e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228197 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 73614 members 
Mstep: Class 4 contains 10296 members 
Mstep: Class 7 contains 33522 members 
Mstep: Class 8 contains 14547 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38623 members 
Mstep: Class 16 contains 34621 members 
Mstep: Class 17 contains 21416 members 
Mstep: Class 18 contains 190959 members 
Mstep: Class 20 contains 26522 members 
Entering Unmasked Estep 
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Iteration 208Q: 14 clusters Score -7.006362e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228209 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 73821 members 
Mstep: Class 4 contains 10295 members 
Mstep: Class 7 contains 33516 members 
Mstep: Class 8 contains 14551 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38615 members 
Mstep: Class 16 contains 34616 members 
Mstep: Class 17 contains 21419 members 
Mstep: Class 18 contains 190760 members 
Mstep: Class 20 contains 26514 members 
Entering Unmasked Estep 
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Iteration 209Q: 14 clusters Score -7.006354e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228237 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 74022 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 7 contains 33520 members 
Mstep: Class 8 contains 14554 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38615 members 
Mstep: Class 16 contains 34611 members 
Mstep: Class 17 contains 21423 members 
Mstep: Class 18 contains 190538 members 
Mstep: Class 20 contains 26505 members 
Entering Unmasked Estep 
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Iteration 210Q: 14 clusters Score -7.006353e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228252 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 74222 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 7 contains 33516 members 
Mstep: Class 8 contains 14556 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38615 members 
Mstep: Class 16 contains 34614 members 
Mstep: Class 17 contains 21418 members 
Mstep: Class 18 contains 190334 members 
Mstep: Class 20 contains 26497 members 
Entering Unmasked Estep 
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Iteration 211Q: 14 clusters Score -7.00635e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228250 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 74428 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 7 contains 33516 members 
Mstep: Class 8 contains 14552 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38614 members 
Mstep: Class 16 contains 34614 members 
Mstep: Class 17 contains 21418 members 
Mstep: Class 18 contains 190137 members 
Mstep: Class 20 contains 26493 members 
Entering Unmasked Estep 
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Iteration 212Q: 14 clusters Score -7.006347e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228232 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 74663 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 7 contains 33518 members 
Mstep: Class 8 contains 14550 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38611 members 
Mstep: Class 16 contains 34609 members 
Mstep: Class 17 contains 21420 members 
Mstep: Class 18 contains 189931 members 
Mstep: Class 20 contains 26489 members 
Entering Unmasked Estep 
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Iteration 213Q: 14 clusters Score -7.006339e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228203 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 74903 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 7 contains 33523 members 
Mstep: Class 8 contains 14550 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38606 members 
Mstep: Class 16 contains 34604 members 
Mstep: Class 17 contains 21420 members 
Mstep: Class 18 contains 189723 members 
Mstep: Class 20 contains 26487 members 
Entering Unmasked Estep 
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Iteration 214Q: 14 clusters Score -7.006323e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228203 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 75138 members 
Mstep: Class 4 contains 10294 members 
Mstep: Class 7 contains 33526 members 
Mstep: Class 8 contains 14552 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38601 members 
Mstep: Class 16 contains 34602 members 
Mstep: Class 17 contains 21421 members 
Mstep: Class 18 contains 189501 members 
Mstep: Class 20 contains 26473 members 
Entering Unmasked Estep 
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Iteration 215Q: 14 clusters Score -7.00631e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228208 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 75376 members 
Mstep: Class 4 contains 10293 members 
Mstep: Class 7 contains 33532 members 
Mstep: Class 8 contains 14544 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38597 members 
Mstep: Class 16 contains 34585 members 
Mstep: Class 17 contains 21419 members 
Mstep: Class 18 contains 189295 members 
Mstep: Class 20 contains 26460 members 
Entering Unmasked Estep 
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Iteration 216Q: 14 clusters Score -7.006318e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228196 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 75612 members 
Mstep: Class 4 contains 10292 members 
Mstep: Class 7 contains 33536 members 
Mstep: Class 8 contains 14541 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38593 members 
Mstep: Class 16 contains 34573 members 
Mstep: Class 17 contains 21415 members 
Mstep: Class 18 contains 189092 members 
Mstep: Class 20 contains 26458 members 
Entering Unmasked Estep 
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Iteration 217Q: 14 clusters Score -7.006321e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228167 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 75846 members 
Mstep: Class 4 contains 10289 members 
Mstep: Class 7 contains 33537 members 
Mstep: Class 8 contains 14535 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38593 members 
Mstep: Class 16 contains 34567 members 
Mstep: Class 17 contains 21413 members 
Mstep: Class 18 contains 188907 members 
Mstep: Class 20 contains 26454 members 
Entering Unmasked Estep 
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Iteration 218Q: 14 clusters Score -7.006319e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228166 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 76052 members 
Mstep: Class 4 contains 10289 members 
Mstep: Class 7 contains 33537 members 
Mstep: Class 8 contains 14532 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38587 members 
Mstep: Class 16 contains 34559 members 
Mstep: Class 17 contains 21416 members 
Mstep: Class 18 contains 188730 members 
Mstep: Class 20 contains 26440 members 
Entering Unmasked Estep 
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Iteration 219Q: 14 clusters Score -7.006334e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228158 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 76257 members 
Mstep: Class 4 contains 10288 members 
Mstep: Class 7 contains 33530 members 
Mstep: Class 8 contains 14525 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38583 members 
Mstep: Class 16 contains 34556 members 
Mstep: Class 17 contains 21415 members 
Mstep: Class 18 contains 188569 members 
Mstep: Class 20 contains 26431 members 
Entering Unmasked Estep 
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Iteration 220F: 14 clusters Score -7.006338e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228159 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 76443 members 
Mstep: Class 4 contains 10287 members 
Mstep: Class 7 contains 33526 members 
Mstep: Class 8 contains 14526 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38584 members 
Mstep: Class 16 contains 34554 members 
Mstep: Class 17 contains 21413 members 
Mstep: Class 18 contains 188398 members 
Mstep: Class 20 contains 26423 members 
Entering Unmasked Estep 
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Iteration 221Q: 14 clusters Score -7.006333e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228146 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 76656 members 
Mstep: Class 4 contains 10287 members 
Mstep: Class 7 contains 33524 members 
Mstep: Class 8 contains 14523 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38581 members 
Mstep: Class 16 contains 34551 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 188219 members 
Mstep: Class 20 contains 26413 members 
Entering Unmasked Estep 
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Iteration 222Q: 14 clusters Score -7.006342e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228141 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 76841 members 
Mstep: Class 4 contains 10287 members 
Mstep: Class 7 contains 33522 members 
Mstep: Class 8 contains 14524 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38578 members 
Mstep: Class 16 contains 34544 members 
Mstep: Class 17 contains 21409 members 
Mstep: Class 18 contains 188065 members 
Mstep: Class 20 contains 26402 members 
Entering Unmasked Estep 
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Iteration 223Q: 14 clusters Score -7.006334e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228143 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 77037 members 
Mstep: Class 4 contains 10286 members 
Mstep: Class 7 contains 33516 members 
Mstep: Class 8 contains 14521 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38575 members 
Mstep: Class 16 contains 34545 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 187888 members 
Mstep: Class 20 contains 26394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063344.000000 Penalty: 43306.667969
Iteration 224Q: 14 clusters Score -7.006334e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228133 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 77232 members 
Mstep: Class 4 contains 10285 members 
Mstep: Class 7 contains 33513 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 6862 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38571 members 
Mstep: Class 16 contains 34546 members 
Mstep: Class 17 contains 21412 members 
Mstep: Class 18 contains 187723 members 
Mstep: Class 20 contains 26384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063312.000000 Penalty: 43306.667969
Iteration 225Q: 14 clusters Score -7.006331e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228129 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 77411 members 
Mstep: Class 4 contains 10283 members 
Mstep: Class 7 contains 33512 members 
Mstep: Class 8 contains 14519 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38562 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 21421 members 
Mstep: Class 18 contains 187567 members 
Mstep: Class 20 contains 26373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063304.000000 Penalty: 43306.667969
Iteration 226Q: 14 clusters Score -7.00633e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228130 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 77600 members 
Mstep: Class 4 contains 10280 members 
Mstep: Class 7 contains 33510 members 
Mstep: Class 8 contains 14519 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38559 members 
Mstep: Class 16 contains 34541 members 
Mstep: Class 17 contains 21424 members 
Mstep: Class 18 contains 187390 members 
Mstep: Class 20 contains 26368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063264.000000 Penalty: 43306.667969
Iteration 227Q: 14 clusters Score -7.006326e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228122 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 77805 members 
Mstep: Class 4 contains 10279 members 
Mstep: Class 7 contains 33510 members 
Mstep: Class 8 contains 14518 members 
Mstep: Class 9 contains 6856 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38557 members 
Mstep: Class 16 contains 34532 members 
Mstep: Class 17 contains 21430 members 
Mstep: Class 18 contains 187210 members 
Mstep: Class 20 contains 26360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063312.000000 Penalty: 43306.667969
Iteration 228Q: 14 clusters Score -7.006331e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228121 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 77996 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 7 contains 33512 members 
Mstep: Class 8 contains 14519 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38553 members 
Mstep: Class 16 contains 34521 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 187040 members 
Mstep: Class 20 contains 26349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063264.000000 Penalty: 43306.667969
Iteration 229Q: 14 clusters Score -7.006326e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228113 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 78198 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 7 contains 33512 members 
Mstep: Class 8 contains 14516 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38547 members 
Mstep: Class 16 contains 34510 members 
Mstep: Class 17 contains 21436 members 
Mstep: Class 18 contains 186869 members 
Mstep: Class 20 contains 26340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063328.000000 Penalty: 43306.667969
Iteration 230Q: 14 clusters Score -7.006333e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228113 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 78418 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 7 contains 33507 members 
Mstep: Class 8 contains 14510 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38533 members 
Mstep: Class 16 contains 34505 members 
Mstep: Class 17 contains 21437 members 
Mstep: Class 18 contains 186680 members 
Mstep: Class 20 contains 26334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063304.000000 Penalty: 43306.667969
Iteration 231Q: 14 clusters Score -7.00633e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228104 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 78630 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 7 contains 33502 members 
Mstep: Class 8 contains 14506 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38519 members 
Mstep: Class 16 contains 34501 members 
Mstep: Class 17 contains 21437 members 
Mstep: Class 18 contains 186508 members 
Mstep: Class 20 contains 26328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063304.000000 Penalty: 43306.667969
Iteration 232Q: 14 clusters Score -7.00633e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228094 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 78841 members 
Mstep: Class 4 contains 10275 members 
Mstep: Class 7 contains 33503 members 
Mstep: Class 8 contains 14502 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38517 members 
Mstep: Class 16 contains 34500 members 
Mstep: Class 17 contains 21433 members 
Mstep: Class 18 contains 186326 members 
Mstep: Class 20 contains 26322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063296.000000 Penalty: 43306.667969
Iteration 233Q: 14 clusters Score -7.00633e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228082 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 79063 members 
Mstep: Class 4 contains 10272 members 
Mstep: Class 7 contains 33506 members 
Mstep: Class 8 contains 14497 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38514 members 
Mstep: Class 16 contains 34493 members 
Mstep: Class 17 contains 21429 members 
Mstep: Class 18 contains 186139 members 
Mstep: Class 20 contains 26319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063192.000000 Penalty: 43306.667969
Iteration 234Q: 14 clusters Score -7.006319e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228083 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 79277 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 7 contains 33509 members 
Mstep: Class 8 contains 14498 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38506 members 
Mstep: Class 16 contains 34483 members 
Mstep: Class 17 contains 21430 members 
Mstep: Class 18 contains 185940 members 
Mstep: Class 20 contains 26319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063128.000000 Penalty: 43306.667969
Iteration 235Q: 14 clusters Score -7.006313e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228061 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 79515 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 7 contains 33503 members 
Mstep: Class 8 contains 14500 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38503 members 
Mstep: Class 16 contains 34467 members 
Mstep: Class 17 contains 21431 members 
Mstep: Class 18 contains 185747 members 
Mstep: Class 20 contains 26318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063096.000000 Penalty: 43306.667969
Iteration 236Q: 14 clusters Score -7.00631e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228061 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 79754 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 7 contains 33496 members 
Mstep: Class 8 contains 14501 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38493 members 
Mstep: Class 16 contains 34448 members 
Mstep: Class 17 contains 21428 members 
Mstep: Class 18 contains 185546 members 
Mstep: Class 20 contains 26315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063224.000000 Penalty: 43306.667969
Iteration 237Q: 14 clusters Score -7.006322e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228043 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 79987 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 7 contains 33505 members 
Mstep: Class 8 contains 14500 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38490 members 
Mstep: Class 16 contains 34437 members 
Mstep: Class 17 contains 21424 members 
Mstep: Class 18 contains 185345 members 
Mstep: Class 20 contains 26311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063280.000000 Penalty: 43306.667969
Iteration 238Q: 14 clusters Score -7.006328e+07 nChanged 355
Entering ConstructFrom: 
Score: -70063280.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (228021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228021 members 
Entering Unmasked Estep 
Score: -23834654.000000 Penalty: 3059.623779
	Iteration 0F: 2 clusters Score -2.383465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113714 members 
Mstep: Class 2 contains 114307 members 
Entering Unmasked Estep 
Score: -23695852.000000 Penalty: 6119.247559
	Iteration 0F: 3 clusters Score -2.369585e+07 nChanged 110071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107813 members 
Mstep: Class 2 contains 120208 members 
Entering Unmasked Estep 
Score: -23760166.000000 Penalty: 6119.247559
	Iteration 1F: 3 clusters Score -2.376017e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104520 members 
Mstep: Class 2 contains 123501 members 
Entering Unmasked Estep 
Score: -23761302.000000 Penalty: 6119.247559
	Iteration 2Q: 3 clusters Score -2.37613e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Mstep: Class 2 contains 128695 members 
Entering Unmasked Estep 
Score: -23762950.000000 Penalty: 6119.247559
	Iteration 3Q: 3 clusters Score -2.376295e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91525 members 
Mstep: Class 2 contains 136496 members 
Entering Unmasked Estep 
Score: -23765766.000000 Penalty: 6119.247559
	Iteration 4Q: 3 clusters Score -2.376577e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -23771280.000000 Penalty: 6119.247559
	Iteration 5F: 3 clusters Score -2.377128e+07 nChanged 16415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 164311 members 
Entering Unmasked Estep 
Score: -23781670.000000 Penalty: 6119.247559
	Iteration 6F: 3 clusters Score -2.378167e+07 nChanged 20182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 184463 members 
Entering Unmasked Estep 
Score: -23798498.000000 Penalty: 6119.247559
	Iteration 7F: 3 clusters Score -2.37985e+07 nChanged 19927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 204386 members 
Entering Unmasked Estep 
Score: -23816172.000000 Penalty: 6119.247559
	Iteration 8F: 3 clusters Score -2.381617e+07 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 218216 members 
Entering Unmasked Estep 
Score: -23825160.000000 Penalty: 6119.247559
	Iteration 9F: 3 clusters Score -2.382516e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 224579 members 
Entering Unmasked Estep 
Score: -23829398.000000 Penalty: 6119.247559
	Iteration 10Q: 3 clusters Score -2.38294e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 226795 members 
Entering Unmasked Estep 
Score: -23830934.000000 Penalty: 6119.247559
	Iteration 11Q: 3 clusters Score -2.383093e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 227396 members 
Entering Unmasked Estep 
Score: -23831484.000000 Penalty: 6119.247559
	Iteration 12Q: 3 clusters Score -2.383148e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 227549 members 
Entering Unmasked Estep 
Score: -23831666.000000 Penalty: 6119.247559
	Iteration 13Q: 3 clusters Score -2.383167e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 227605 members 
Entering Unmasked Estep 
Score: -23831782.000000 Penalty: 6119.247559
	Iteration 14Q: 3 clusters Score -2.383178e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 227634 members 
Entering Unmasked Estep 
Score: -23831838.000000 Penalty: 6119.247559
	Iteration 15Q: 3 clusters Score -2.383184e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 227654 members 
Entering Unmasked Estep 
Score: -23831894.000000 Penalty: 6119.247559
	Iteration 16Q: 3 clusters Score -2.383189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 227664 members 
Entering Unmasked Estep 
Score: -23831906.000000 Penalty: 6119.247559
	Iteration 17Q: 3 clusters Score -2.383191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 227667 members 
Entering Unmasked Estep 
Score: -23831928.000000 Penalty: 6119.247559
	Iteration 18Q: 3 clusters Score -2.383193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 227674 members 
Entering Unmasked Estep 
Score: -23831956.000000 Penalty: 6119.247559
	Iteration 19Q: 3 clusters Score -2.383196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 227673 members 
Entering Unmasked Estep 
Score: -23831972.000000 Penalty: 6119.247559
	Iteration 20F: 3 clusters Score -2.383197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 227677 members 
Entering Unmasked Estep 
Score: -23831974.000000 Penalty: 6119.247559
	Iteration 21Q: 3 clusters Score -2.383197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227679 members 
Entering Unmasked Estep 
Score: -23831988.000000 Penalty: 6119.247559
	Iteration 22Q: 3 clusters Score -2.383199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227679 members 
Entering Unmasked Estep 
Score: -23832000.000000 Penalty: 6119.247559
	Iteration 23Q: 3 clusters Score -2.3832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 227680 members 
Entering Unmasked Estep 
Score: -23832002.000000 Penalty: 6119.247559
	Iteration 24Q: 3 clusters Score -2.3832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 227680 members 
Entering Unmasked Estep 
Score: -23832006.000000 Penalty: 6119.247559
	Iteration 25Q: 3 clusters Score -2.383201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 227680 members 
Entering Unmasked Estep 
Score: -23831998.000000 Penalty: 6119.247559
	Iteration 26Q: 3 clusters Score -2.3832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 227682 members 
Entering Unmasked Estep 
Score: -23831992.000000 Penalty: 6119.247559
	Iteration 27Q: 3 clusters Score -2.383199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 227682 members 
Entering Unmasked Estep 
Score: -23831992.000000 Penalty: 6119.247559
	Iteration 28F: 3 clusters Score -2.383199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75017.179688 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75017.18 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75394.882812 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75394.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75513.656250 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75513.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75602.671875 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -75602.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -75661.242188 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -75661.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -75721.640625 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -75721.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -75789.109375 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -75789.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -75803.195312 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -75803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -75822.570312 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -75822.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -75831.062500 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -75831.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -75840.984375 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -75840.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -75851.140625 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -75851.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -75853.804688 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -75853.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -75854.875000 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -75854.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -75854.875000 Penalty: 3337.992676
	Iteration 14F: 3 clusters Score -75854.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Entering Unmasked Estep 
Score: -8457562.000000 Penalty: 2800.574951
	Iteration 0F: 2 clusters Score -8457562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -8403915.000000 Penalty: 5601.149902
	Iteration 0F: 3 clusters Score -8403915 nChanged 37478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -8425056.000000 Penalty: 5601.149902
	Iteration 1F: 3 clusters Score -8425056 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -8425781.000000 Penalty: 5601.149902
	Iteration 2Q: 3 clusters Score -8425781 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -8426775.000000 Penalty: 5601.149902
	Iteration 3Q: 3 clusters Score -8426775 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -8428177.000000 Penalty: 5601.149902
	Iteration 4Q: 3 clusters Score -8428177 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -8430425.000000 Penalty: 5601.149902
	Iteration 5F: 3 clusters Score -8430425 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -8433947.000000 Penalty: 5601.149902
	Iteration 6F: 3 clusters Score -8433947 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -8438805.000000 Penalty: 5601.149902
	Iteration 7F: 3 clusters Score -8438805 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -8443989.000000 Penalty: 5601.149902
	Iteration 8F: 3 clusters Score -8443989 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -8448723.000000 Penalty: 5601.149902
	Iteration 9F: 3 clusters Score -8448723 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -8451783.000000 Penalty: 5601.149902
	Iteration 10Q: 3 clusters Score -8451783 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -8453307.000000 Penalty: 5601.149902
	Iteration 11Q: 3 clusters Score -8453307 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -8453924.000000 Penalty: 5601.149902
	Iteration 12Q: 3 clusters Score -8453924 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -8454217.000000 Penalty: 5601.149902
	Iteration 13Q: 3 clusters Score -8454217 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -8454419.000000 Penalty: 5601.149902
	Iteration 14Q: 3 clusters Score -8454419 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8454557.000000 Penalty: 5601.149902
	Iteration 15Q: 3 clusters Score -8454557 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -8454703.000000 Penalty: 5601.149902
	Iteration 16Q: 3 clusters Score -8454703 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8454788.000000 Penalty: 5601.149902
	Iteration 17Q: 3 clusters Score -8454788 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8454893.000000 Penalty: 5601.149902
	Iteration 18Q: 3 clusters Score -8454893 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8454951.000000 Penalty: 5601.149902
	Iteration 19Q: 3 clusters Score -8454951 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8455039.000000 Penalty: 5601.149902
	Iteration 20F: 3 clusters Score -8455039 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8455106.000000 Penalty: 5601.149902
	Iteration 21Q: 3 clusters Score -8455106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8455159.000000 Penalty: 5601.149902
	Iteration 22Q: 3 clusters Score -8455159 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8455178.000000 Penalty: 5601.149902
	Iteration 23Q: 3 clusters Score -8455178 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -8455240.000000 Penalty: 5601.149902
	Iteration 24Q: 3 clusters Score -8455240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8455271.000000 Penalty: 5601.149902
	Iteration 25Q: 3 clusters Score -8455271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8455280.000000 Penalty: 5601.149902
	Iteration 26Q: 3 clusters Score -8455280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8455305.000000 Penalty: 5601.149902
	Iteration 27Q: 3 clusters Score -8455305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77880 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8455340.000000 Penalty: 5601.149902
	Iteration 28Q: 3 clusters Score -8455340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8455344.000000 Penalty: 5601.149902
	Iteration 29Q: 3 clusters Score -8455344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8455362.000000 Penalty: 5601.149902
	Iteration 30Q: 3 clusters Score -8455362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8455360.000000 Penalty: 5601.149902
	Iteration 31Q: 3 clusters Score -8455360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8455381.000000 Penalty: 5601.149902
	Iteration 32Q: 3 clusters Score -8455381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8455396.000000 Penalty: 5601.149902
	Iteration 33Q: 3 clusters Score -8455396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78163 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8455408.000000 Penalty: 5601.149902
	Iteration 34Q: 3 clusters Score -8455408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8455416.000000 Penalty: 5601.149902
	Iteration 35Q: 3 clusters Score -8455416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8455414.000000 Penalty: 5601.149902
	Iteration 36Q: 3 clusters Score -8455414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8455419.000000 Penalty: 5601.149902
	Iteration 37Q: 3 clusters Score -8455419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8455412.000000 Penalty: 5601.149902
	Iteration 38Q: 3 clusters Score -8455412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78313 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8455444.000000 Penalty: 5601.149902
	Iteration 39Q: 3 clusters Score -8455444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8455439.000000 Penalty: 5601.149902
	Iteration 40F: 3 clusters Score -8455439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8455444.000000 Penalty: 5601.149902
	Iteration 41Q: 3 clusters Score -8455444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8455443.000000 Penalty: 5601.149902
	Iteration 42Q: 3 clusters Score -8455443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8455450.000000 Penalty: 5601.149902
	Iteration 43Q: 3 clusters Score -8455450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8455448.000000 Penalty: 5601.149902
	Iteration 44Q: 3 clusters Score -8455448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8455453.000000 Penalty: 5601.149902
	Iteration 45Q: 3 clusters Score -8455453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8455451.000000 Penalty: 5601.149902
	Iteration 46Q: 3 clusters Score -8455451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78489 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8455462.000000 Penalty: 5601.149902
	Iteration 47Q: 3 clusters Score -8455462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78520 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8455469.000000 Penalty: 5601.149902
	Iteration 48Q: 3 clusters Score -8455469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8455473.000000 Penalty: 5601.149902
	Iteration 49Q: 3 clusters Score -8455473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8455485.000000 Penalty: 5601.149902
	Iteration 50Q: 3 clusters Score -8455485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8455493.000000 Penalty: 5601.149902
	Iteration 51Q: 3 clusters Score -8455493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8455498.000000 Penalty: 5601.149902
	Iteration 52Q: 3 clusters Score -8455498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8455499.000000 Penalty: 5601.149902
	Iteration 53Q: 3 clusters Score -8455499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8455490.000000 Penalty: 5601.149902
	Iteration 54Q: 3 clusters Score -8455490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8455493.000000 Penalty: 5601.149902
	Iteration 55Q: 3 clusters Score -8455493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78620 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8455499.000000 Penalty: 5601.149902
	Iteration 56Q: 3 clusters Score -8455499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8455496.000000 Penalty: 5601.149902
	Iteration 57Q: 3 clusters Score -8455496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8455491.000000 Penalty: 5601.149902
	Iteration 58Q: 3 clusters Score -8455491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8455495.000000 Penalty: 5601.149902
	Iteration 59Q: 3 clusters Score -8455495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8455495.000000 Penalty: 5601.149902
	Iteration 60F: 3 clusters Score -8455495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8455488.000000 Penalty: 5601.149902
	Iteration 61Q: 3 clusters Score -8455488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8455495.000000 Penalty: 5601.149902
	Iteration 62Q: 3 clusters Score -8455495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8455495.000000 Penalty: 5601.149902
	Iteration 63F: 3 clusters Score -8455495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Entering Unmasked Estep 
Score: -1027365.500000 Penalty: 2290.795654
	Iteration 0F: 2 clusters Score -1027366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1019595.250000 Penalty: 4581.591309
	Iteration 0F: 3 clusters Score -1019595 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1022018.250000 Penalty: 4581.591309
	Iteration 1F: 3 clusters Score -1022018 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1022664.750000 Penalty: 4581.591309
	Iteration 2F: 3 clusters Score -1022665 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1023465.250000 Penalty: 4581.591309
	Iteration 3F: 3 clusters Score -1023465 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1024276.250000 Penalty: 4581.591309
	Iteration 4F: 3 clusters Score -1024276 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1024954.562500 Penalty: 4581.591309
	Iteration 5F: 3 clusters Score -1024955 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1025492.375000 Penalty: 4581.591309
	Iteration 6F: 3 clusters Score -1025492 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1025900.000000 Penalty: 4581.591309
	Iteration 7F: 3 clusters Score -1025900 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1026145.812500 Penalty: 4581.591309
	Iteration 8Q: 3 clusters Score -1026146 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1026249.937500 Penalty: 4581.591309
	Iteration 9Q: 3 clusters Score -1026250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1026298.937500 Penalty: 4581.591309
	Iteration 10Q: 3 clusters Score -1026299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1026319.187500 Penalty: 4581.591309
	Iteration 11Q: 3 clusters Score -1026319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1026326.750000 Penalty: 4581.591309
	Iteration 12Q: 3 clusters Score -1026327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1026330.437500 Penalty: 4581.591309
	Iteration 13Q: 3 clusters Score -1026330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1026334.187500 Penalty: 4581.591309
	Iteration 14Q: 3 clusters Score -1026334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1026338.000000 Penalty: 4581.591309
	Iteration 15Q: 3 clusters Score -1026338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1026339.437500 Penalty: 4581.591309
	Iteration 16Q: 3 clusters Score -1026339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1026339.437500 Penalty: 4581.591309
	Iteration 17F: 3 clusters Score -1026339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Entering Unmasked Estep 
Score: -3568218.000000 Penalty: 2584.016113
	Iteration 0F: 2 clusters Score -3568218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3545420.000000 Penalty: 5168.032227
	Iteration 0F: 3 clusters Score -3545420 nChanged 15035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3553451.250000 Penalty: 5168.032227
	Iteration 1F: 3 clusters Score -3553451 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3553894.250000 Penalty: 5168.032227
	Iteration 2Q: 3 clusters Score -3553894 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3554276.250000 Penalty: 5168.032227
	Iteration 3Q: 3 clusters Score -3554276 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3554642.750000 Penalty: 5168.032227
	Iteration 4Q: 3 clusters Score -3554643 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3555131.250000 Penalty: 5168.032227
	Iteration 5Q: 3 clusters Score -3555131 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -3555784.750000 Penalty: 5168.032227
	Iteration 6Q: 3 clusters Score -3555785 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3556724.250000 Penalty: 5168.032227
	Iteration 7F: 3 clusters Score -3556724 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3558222.500000 Penalty: 5168.032227
	Iteration 8F: 3 clusters Score -3558222 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -3560190.500000 Penalty: 5168.032227
	Iteration 9F: 3 clusters Score -3560190 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -3562247.250000 Penalty: 5168.032227
	Iteration 10F: 3 clusters Score -3562247 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3563924.750000 Penalty: 5168.032227
	Iteration 11F: 3 clusters Score -3563925 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3564938.750000 Penalty: 5168.032227
	Iteration 12Q: 3 clusters Score -3564939 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3565482.750000 Penalty: 5168.032227
	Iteration 13Q: 3 clusters Score -3565483 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3565705.500000 Penalty: 5168.032227
	Iteration 14Q: 3 clusters Score -3565706 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3565843.500000 Penalty: 5168.032227
	Iteration 15Q: 3 clusters Score -3565844 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3565906.500000 Penalty: 5168.032227
	Iteration 16Q: 3 clusters Score -3565906 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3565943.000000 Penalty: 5168.032227
	Iteration 17Q: 3 clusters Score -3565943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3565976.000000 Penalty: 5168.032227
	Iteration 18Q: 3 clusters Score -3565976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3565992.250000 Penalty: 5168.032227
	Iteration 19Q: 3 clusters Score -3565992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3566011.000000 Penalty: 5168.032227
	Iteration 20F: 3 clusters Score -3566011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3566030.250000 Penalty: 5168.032227
	Iteration 21Q: 3 clusters Score -3566030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3566050.750000 Penalty: 5168.032227
	Iteration 22Q: 3 clusters Score -3566051 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3566055.250000 Penalty: 5168.032227
	Iteration 23Q: 3 clusters Score -3566055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3566071.500000 Penalty: 5168.032227
	Iteration 24Q: 3 clusters Score -3566072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3566094.750000 Penalty: 5168.032227
	Iteration 25Q: 3 clusters Score -3566095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3566113.750000 Penalty: 5168.032227
	Iteration 26Q: 3 clusters Score -3566114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3566119.750000 Penalty: 5168.032227
	Iteration 27Q: 3 clusters Score -3566120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3566138.000000 Penalty: 5168.032227
	Iteration 28Q: 3 clusters Score -3566138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3566139.750000 Penalty: 5168.032227
	Iteration 29Q: 3 clusters Score -3566140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3566152.750000 Penalty: 5168.032227
	Iteration 30Q: 3 clusters Score -3566153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3566155.750000 Penalty: 5168.032227
	Iteration 31Q: 3 clusters Score -3566156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3566155.000000 Penalty: 5168.032227
	Iteration 32Q: 3 clusters Score -3566155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3566164.000000 Penalty: 5168.032227
	Iteration 33Q: 3 clusters Score -3566164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3566166.250000 Penalty: 5168.032227
	Iteration 34Q: 3 clusters Score -3566166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3566170.250000 Penalty: 5168.032227
	Iteration 35Q: 3 clusters Score -3566170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3566173.500000 Penalty: 5168.032227
	Iteration 36Q: 3 clusters Score -3566174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3566174.750000 Penalty: 5168.032227
	Iteration 37Q: 3 clusters Score -3566175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3566177.000000 Penalty: 5168.032227
	Iteration 38Q: 3 clusters Score -3566177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3566176.250000 Penalty: 5168.032227
	Iteration 39Q: 3 clusters Score -3566176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3566177.000000 Penalty: 5168.032227
	Iteration 40F: 3 clusters Score -3566177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3566181.000000 Penalty: 5168.032227
	Iteration 41Q: 3 clusters Score -3566181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3566182.750000 Penalty: 5168.032227
	Iteration 42Q: 3 clusters Score -3566183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3566186.250000 Penalty: 5168.032227
	Iteration 43Q: 3 clusters Score -3566186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3566187.250000 Penalty: 5168.032227
	Iteration 44Q: 3 clusters Score -3566187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3566190.500000 Penalty: 5168.032227
	Iteration 45Q: 3 clusters Score -3566190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3566199.250000 Penalty: 5168.032227
	Iteration 46Q: 3 clusters Score -3566199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3566201.000000 Penalty: 5168.032227
	Iteration 47Q: 3 clusters Score -3566201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3566200.750000 Penalty: 5168.032227
	Iteration 48Q: 3 clusters Score -3566201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3566208.000000 Penalty: 5168.032227
	Iteration 49Q: 3 clusters Score -3566208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3566214.000000 Penalty: 5168.032227
	Iteration 50Q: 3 clusters Score -3566214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3566212.750000 Penalty: 5168.032227
	Iteration 51Q: 3 clusters Score -3566213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3566217.250000 Penalty: 5168.032227
	Iteration 52Q: 3 clusters Score -3566217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3566214.500000 Penalty: 5168.032227
	Iteration 53Q: 3 clusters Score -3566214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3566221.500000 Penalty: 5168.032227
	Iteration 54Q: 3 clusters Score -3566222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3566222.000000 Penalty: 5168.032227
	Iteration 55Q: 3 clusters Score -3566222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3566218.250000 Penalty: 5168.032227
	Iteration 56Q: 3 clusters Score -3566218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3566217.750000 Penalty: 5168.032227
	Iteration 57Q: 3 clusters Score -3566218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3566217.750000 Penalty: 5168.032227
	Iteration 58F: 3 clusters Score -3566218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Entering Unmasked Estep 
Score: -1500418.500000 Penalty: 2376.329346
	Iteration 0F: 2 clusters Score -1500418 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 7271 members 
Entering Unmasked Estep 
Score: -1489849.000000 Penalty: 4752.658691
	Iteration 0F: 3 clusters Score -1489849 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1493194.375000 Penalty: 4752.658691
	Iteration 1F: 3 clusters Score -1493194 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1493685.250000 Penalty: 4752.658691
	Iteration 2F: 3 clusters Score -1493685 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1494172.625000 Penalty: 4752.658691
	Iteration 3F: 3 clusters Score -1494173 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1494856.125000 Penalty: 4752.658691
	Iteration 4F: 3 clusters Score -1494856 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1495707.875000 Penalty: 4752.658691
	Iteration 5F: 3 clusters Score -1495708 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1496568.500000 Penalty: 4752.658691
	Iteration 6F: 3 clusters Score -1496568 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1497309.625000 Penalty: 4752.658691
	Iteration 7F: 3 clusters Score -1497310 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1497841.250000 Penalty: 4752.658691
	Iteration 8F: 3 clusters Score -1497841 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1498208.500000 Penalty: 4752.658691
	Iteration 9Q: 3 clusters Score -1498208 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1498472.625000 Penalty: 4752.658691
	Iteration 10Q: 3 clusters Score -1498473 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1498688.875000 Penalty: 4752.658691
	Iteration 11Q: 3 clusters Score -1498689 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1498830.875000 Penalty: 4752.658691
	Iteration 12Q: 3 clusters Score -1498831 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1498924.750000 Penalty: 4752.658691
	Iteration 13Q: 3 clusters Score -1498925 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1498991.500000 Penalty: 4752.658691
	Iteration 14Q: 3 clusters Score -1498992 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1499040.750000 Penalty: 4752.658691
	Iteration 15Q: 3 clusters Score -1499041 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1499090.000000 Penalty: 4752.658691
	Iteration 16Q: 3 clusters Score -1499090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1499118.375000 Penalty: 4752.658691
	Iteration 17Q: 3 clusters Score -1499118 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1499148.000000 Penalty: 4752.658691
	Iteration 18Q: 3 clusters Score -1499148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1499169.250000 Penalty: 4752.658691
	Iteration 19Q: 3 clusters Score -1499169 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1499190.875000 Penalty: 4752.658691
	Iteration 20F: 3 clusters Score -1499191 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1499211.625000 Penalty: 4752.658691
	Iteration 21Q: 3 clusters Score -1499212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1499227.625000 Penalty: 4752.658691
	Iteration 22Q: 3 clusters Score -1499228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1499232.500000 Penalty: 4752.658691
	Iteration 23Q: 3 clusters Score -1499232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1499239.250000 Penalty: 4752.658691
	Iteration 24Q: 3 clusters Score -1499239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1499248.000000 Penalty: 4752.658691
	Iteration 25Q: 3 clusters Score -1499248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1499244.750000 Penalty: 4752.658691
	Iteration 26Q: 3 clusters Score -1499245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1499249.125000 Penalty: 4752.658691
	Iteration 27Q: 3 clusters Score -1499249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1499254.125000 Penalty: 4752.658691
	Iteration 28Q: 3 clusters Score -1499254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1499259.875000 Penalty: 4752.658691
	Iteration 29Q: 3 clusters Score -1499260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1499262.875000 Penalty: 4752.658691
	Iteration 30Q: 3 clusters Score -1499263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1499271.125000 Penalty: 4752.658691
	Iteration 31Q: 3 clusters Score -1499271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1499279.875000 Penalty: 4752.658691
	Iteration 32Q: 3 clusters Score -1499280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1499281.375000 Penalty: 4752.658691
	Iteration 33Q: 3 clusters Score -1499281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1499283.250000 Penalty: 4752.658691
	Iteration 34Q: 3 clusters Score -1499283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1499292.750000 Penalty: 4752.658691
	Iteration 35Q: 3 clusters Score -1499293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1499291.625000 Penalty: 4752.658691
	Iteration 36Q: 3 clusters Score -1499292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1499301.875000 Penalty: 4752.658691
	Iteration 37Q: 3 clusters Score -1499302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1499299.625000 Penalty: 4752.658691
	Iteration 38Q: 3 clusters Score -1499300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1499304.500000 Penalty: 4752.658691
	Iteration 39Q: 3 clusters Score -1499304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1499314.375000 Penalty: 4752.658691
	Iteration 40F: 3 clusters Score -1499314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1499316.375000 Penalty: 4752.658691
	Iteration 41Q: 3 clusters Score -1499316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1499320.125000 Penalty: 4752.658691
	Iteration 42Q: 3 clusters Score -1499320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1499319.500000 Penalty: 4752.658691
	Iteration 43Q: 3 clusters Score -1499320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1499320.125000 Penalty: 4752.658691
	Iteration 44Q: 3 clusters Score -1499320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1499323.750000 Penalty: 4752.658691
	Iteration 45Q: 3 clusters Score -1499324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1499322.750000 Penalty: 4752.658691
	Iteration 46Q: 3 clusters Score -1499323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1499323.625000 Penalty: 4752.658691
	Iteration 47Q: 3 clusters Score -1499324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1499319.500000 Penalty: 4752.658691
	Iteration 48Q: 3 clusters Score -1499320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1499322.000000 Penalty: 4752.658691
	Iteration 49Q: 3 clusters Score -1499322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1499323.125000 Penalty: 4752.658691
	Iteration 50Q: 3 clusters Score -1499323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1499323.500000 Penalty: 4752.658691
	Iteration 51Q: 3 clusters Score -1499324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1499323.125000 Penalty: 4752.658691
	Iteration 52Q: 3 clusters Score -1499323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1499322.000000 Penalty: 4752.658691
	Iteration 53Q: 3 clusters Score -1499322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1499323.625000 Penalty: 4752.658691
	Iteration 54Q: 3 clusters Score -1499324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1499322.750000 Penalty: 4752.658691
	Iteration 55Q: 3 clusters Score -1499323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1499322.250000 Penalty: 4752.658691
	Iteration 56Q: 3 clusters Score -1499322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1499322.250000 Penalty: 4752.658691
	Iteration 57F: 3 clusters Score -1499322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -713332.687500 Penalty: 2190.879395
	Iteration 0F: 2 clusters Score -713332.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -707666.687500 Penalty: 4381.758789
	Iteration 0F: 3 clusters Score -707666.7 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -709269.937500 Penalty: 4381.758789
	Iteration 1F: 3 clusters Score -709269.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -709571.500000 Penalty: 4381.758789
	Iteration 2F: 3 clusters Score -709571.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -709776.625000 Penalty: 4381.758789
	Iteration 3F: 3 clusters Score -709776.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -709936.125000 Penalty: 4381.758789
	Iteration 4Q: 3 clusters Score -709936.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -710074.250000 Penalty: 4381.758789
	Iteration 5Q: 3 clusters Score -710074.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -710211.437500 Penalty: 4381.758789
	Iteration 6Q: 3 clusters Score -710211.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -710336.250000 Penalty: 4381.758789
	Iteration 7Q: 3 clusters Score -710336.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -710466.937500 Penalty: 4381.758789
	Iteration 8Q: 3 clusters Score -710466.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -710606.750000 Penalty: 4381.758789
	Iteration 9Q: 3 clusters Score -710606.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -710740.437500 Penalty: 4381.758789
	Iteration 10Q: 3 clusters Score -710740.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -710851.125000 Penalty: 4381.758789
	Iteration 11Q: 3 clusters Score -710851.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -710948.375000 Penalty: 4381.758789
	Iteration 12Q: 3 clusters Score -710948.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -711023.500000 Penalty: 4381.758789
	Iteration 13Q: 3 clusters Score -711023.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -711082.312500 Penalty: 4381.758789
	Iteration 14Q: 3 clusters Score -711082.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -711132.250000 Penalty: 4381.758789
	Iteration 15Q: 3 clusters Score -711132.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -711177.062500 Penalty: 4381.758789
	Iteration 16Q: 3 clusters Score -711177.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -711213.625000 Penalty: 4381.758789
	Iteration 17Q: 3 clusters Score -711213.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -711239.250000 Penalty: 4381.758789
	Iteration 18Q: 3 clusters Score -711239.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -711263.812500 Penalty: 4381.758789
	Iteration 19Q: 3 clusters Score -711263.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -711278.500000 Penalty: 4381.758789
	Iteration 20F: 3 clusters Score -711278.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -711293.250000 Penalty: 4381.758789
	Iteration 21Q: 3 clusters Score -711293.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -711315.812500 Penalty: 4381.758789
	Iteration 22Q: 3 clusters Score -711315.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -711340.000000 Penalty: 4381.758789
	Iteration 23Q: 3 clusters Score -711340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -711372.125000 Penalty: 4381.758789
	Iteration 24Q: 3 clusters Score -711372.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -711404.937500 Penalty: 4381.758789
	Iteration 25Q: 3 clusters Score -711404.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -711432.437500 Penalty: 4381.758789
	Iteration 26Q: 3 clusters Score -711432.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -711460.375000 Penalty: 4381.758789
	Iteration 27Q: 3 clusters Score -711460.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -711480.937500 Penalty: 4381.758789
	Iteration 28Q: 3 clusters Score -711480.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -711495.687500 Penalty: 4381.758789
	Iteration 29Q: 3 clusters Score -711495.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -711508.812500 Penalty: 4381.758789
	Iteration 30Q: 3 clusters Score -711508.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -711532.625000 Penalty: 4381.758789
	Iteration 31Q: 3 clusters Score -711532.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -711542.250000 Penalty: 4381.758789
	Iteration 32Q: 3 clusters Score -711542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -711548.187500 Penalty: 4381.758789
	Iteration 33Q: 3 clusters Score -711548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -711554.750000 Penalty: 4381.758789
	Iteration 34Q: 3 clusters Score -711554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -711561.937500 Penalty: 4381.758789
	Iteration 35Q: 3 clusters Score -711561.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -711570.000000 Penalty: 4381.758789
	Iteration 36Q: 3 clusters Score -711570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -711577.562500 Penalty: 4381.758789
	Iteration 37Q: 3 clusters Score -711577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -711583.125000 Penalty: 4381.758789
	Iteration 38Q: 3 clusters Score -711583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -711585.125000 Penalty: 4381.758789
	Iteration 39Q: 3 clusters Score -711585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -711584.625000 Penalty: 4381.758789
	Iteration 40F: 3 clusters Score -711584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -711586.062500 Penalty: 4381.758789
	Iteration 41Q: 3 clusters Score -711586.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -711585.375000 Penalty: 4381.758789
	Iteration 42Q: 3 clusters Score -711585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -711586.937500 Penalty: 4381.758789
	Iteration 43Q: 3 clusters Score -711586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -711587.937500 Penalty: 4381.758789
	Iteration 44Q: 3 clusters Score -711587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -711586.875000 Penalty: 4381.758789
	Iteration 45Q: 3 clusters Score -711586.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -711587.812500 Penalty: 4381.758789
	Iteration 46Q: 3 clusters Score -711587.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -711587.812500 Penalty: 4381.758789
	Iteration 47F: 3 clusters Score -711587.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -165938.750000 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -165938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163479.046875 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -163479 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164382.750000 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -164382.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -164733.703125 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -164733.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -164868.500000 Penalty: 3730.573730
	Iteration 3F: 3 clusters Score -164868.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -164968.468750 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -164968.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -165061.125000 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -165061.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -165187.656250 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -165187.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -165314.296875 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -165314.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165388.671875 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -165388.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -165428.406250 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -165428.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -165452.125000 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -165452.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165480.406250 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -165480.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -165511.234375 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -165511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -165530.078125 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -165530.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -165554.781250 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -165554.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -165579.359375 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -165579.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -165602.468750 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -165602.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165629.875000 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -165629.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -165645.781250 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -165645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -165654.953125 Penalty: 3730.573730
	Iteration 19Q: 3 clusters Score -165655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165663.406250 Penalty: 3730.573730
	Iteration 20F: 3 clusters Score -165663.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165669.671875 Penalty: 3730.573730
	Iteration 21Q: 3 clusters Score -165669.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165676.953125 Penalty: 3730.573730
	Iteration 22Q: 3 clusters Score -165677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -165686.375000 Penalty: 3730.573730
	Iteration 23Q: 3 clusters Score -165686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165694.343750 Penalty: 3730.573730
	Iteration 24Q: 3 clusters Score -165694.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -165699.609375 Penalty: 3730.573730
	Iteration 25Q: 3 clusters Score -165699.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165712.687500 Penalty: 3730.573730
	Iteration 26Q: 3 clusters Score -165712.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -165724.078125 Penalty: 3730.573730
	Iteration 27Q: 3 clusters Score -165724.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165728.078125 Penalty: 3730.573730
	Iteration 28Q: 3 clusters Score -165728.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165732.843750 Penalty: 3730.573730
	Iteration 29Q: 3 clusters Score -165732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165738.125000 Penalty: 3730.573730
	Iteration 30Q: 3 clusters Score -165738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165741.312500 Penalty: 3730.573730
	Iteration 31Q: 3 clusters Score -165741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -165743.578125 Penalty: 3730.573730
	Iteration 32Q: 3 clusters Score -165743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165745.453125 Penalty: 3730.573730
	Iteration 33Q: 3 clusters Score -165745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -165746.500000 Penalty: 3730.573730
	Iteration 34Q: 3 clusters Score -165746.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165749.218750 Penalty: 3730.573730
	Iteration 35Q: 3 clusters Score -165749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -165752.937500 Penalty: 3730.573730
	Iteration 36Q: 3 clusters Score -165752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165756.796875 Penalty: 3730.573730
	Iteration 37Q: 3 clusters Score -165756.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -165757.750000 Penalty: 3730.573730
	Iteration 38Q: 3 clusters Score -165757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -165757.750000 Penalty: 3730.573730
	Iteration 39F: 3 clusters Score -165757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (38486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Entering Unmasked Estep 
Score: -3954090.500000 Penalty: 2618.396484
	Iteration 0F: 2 clusters Score -3954090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3927936.250000 Penalty: 5236.792969
	Iteration 0F: 3 clusters Score -3927936 nChanged 17611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3937633.000000 Penalty: 5236.792969
	Iteration 1F: 3 clusters Score -3937633 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3938123.250000 Penalty: 5236.792969
	Iteration 2Q: 3 clusters Score -3938123 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3938515.750000 Penalty: 5236.792969
	Iteration 3Q: 3 clusters Score -3938516 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -3938898.250000 Penalty: 5236.792969
	Iteration 4Q: 3 clusters Score -3938898 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3939291.750000 Penalty: 5236.792969
	Iteration 5Q: 3 clusters Score -3939292 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -3939816.750000 Penalty: 5236.792969
	Iteration 6Q: 3 clusters Score -3939817 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3940502.500000 Penalty: 5236.792969
	Iteration 7Q: 3 clusters Score -3940502 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3941246.500000 Penalty: 5236.792969
	Iteration 8Q: 3 clusters Score -3941246 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3942240.500000 Penalty: 5236.792969
	Iteration 9Q: 3 clusters Score -3942240 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3943520.000000 Penalty: 5236.792969
	Iteration 10F: 3 clusters Score -3943520 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3944800.750000 Penalty: 5236.792969
	Iteration 11F: 3 clusters Score -3944801 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3945984.750000 Penalty: 5236.792969
	Iteration 12Q: 3 clusters Score -3945985 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3946964.500000 Penalty: 5236.792969
	Iteration 13Q: 3 clusters Score -3946964 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3947962.500000 Penalty: 5236.792969
	Iteration 14Q: 3 clusters Score -3947962 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3949141.500000 Penalty: 5236.792969
	Iteration 15Q: 3 clusters Score -3949142 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3949973.000000 Penalty: 5236.792969
	Iteration 16Q: 3 clusters Score -3949973 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -3950419.750000 Penalty: 5236.792969
	Iteration 17Q: 3 clusters Score -3950420 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3950737.250000 Penalty: 5236.792969
	Iteration 18Q: 3 clusters Score -3950737 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3950913.250000 Penalty: 5236.792969
	Iteration 19Q: 3 clusters Score -3950913 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3951020.500000 Penalty: 5236.792969
	Iteration 20F: 3 clusters Score -3951020 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -3951112.000000 Penalty: 5236.792969
	Iteration 21Q: 3 clusters Score -3951112 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3951186.250000 Penalty: 5236.792969
	Iteration 22Q: 3 clusters Score -3951186 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -3951247.250000 Penalty: 5236.792969
	Iteration 23Q: 3 clusters Score -3951247 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -3951283.500000 Penalty: 5236.792969
	Iteration 24Q: 3 clusters Score -3951284 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3951335.500000 Penalty: 5236.792969
	Iteration 25Q: 3 clusters Score -3951336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3951353.750000 Penalty: 5236.792969
	Iteration 26Q: 3 clusters Score -3951354 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3951376.500000 Penalty: 5236.792969
	Iteration 27Q: 3 clusters Score -3951376 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3951384.500000 Penalty: 5236.792969
	Iteration 28Q: 3 clusters Score -3951384 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3951408.250000 Penalty: 5236.792969
	Iteration 29Q: 3 clusters Score -3951408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3951427.500000 Penalty: 5236.792969
	Iteration 30Q: 3 clusters Score -3951428 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3951445.750000 Penalty: 5236.792969
	Iteration 31Q: 3 clusters Score -3951446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3951459.750000 Penalty: 5236.792969
	Iteration 32Q: 3 clusters Score -3951460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3951464.000000 Penalty: 5236.792969
	Iteration 33Q: 3 clusters Score -3951464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3951477.250000 Penalty: 5236.792969
	Iteration 34Q: 3 clusters Score -3951477 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3951485.250000 Penalty: 5236.792969
	Iteration 35Q: 3 clusters Score -3951485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3951497.500000 Penalty: 5236.792969
	Iteration 36Q: 3 clusters Score -3951498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3951512.250000 Penalty: 5236.792969
	Iteration 37Q: 3 clusters Score -3951512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -3951528.500000 Penalty: 5236.792969
	Iteration 38Q: 3 clusters Score -3951528 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3951536.750000 Penalty: 5236.792969
	Iteration 39Q: 3 clusters Score -3951537 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3951546.750000 Penalty: 5236.792969
	Iteration 40F: 3 clusters Score -3951547 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3951563.000000 Penalty: 5236.792969
	Iteration 41Q: 3 clusters Score -3951563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3951569.000000 Penalty: 5236.792969
	Iteration 42Q: 3 clusters Score -3951569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3951576.750000 Penalty: 5236.792969
	Iteration 43Q: 3 clusters Score -3951577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3951584.000000 Penalty: 5236.792969
	Iteration 44Q: 3 clusters Score -3951584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -3951589.500000 Penalty: 5236.792969
	Iteration 45Q: 3 clusters Score -3951590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3951587.000000 Penalty: 5236.792969
	Iteration 46Q: 3 clusters Score -3951587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -3951585.250000 Penalty: 5236.792969
	Iteration 47Q: 3 clusters Score -3951585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3951597.000000 Penalty: 5236.792969
	Iteration 48Q: 3 clusters Score -3951597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3951602.750000 Penalty: 5236.792969
	Iteration 49Q: 3 clusters Score -3951603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3951613.500000 Penalty: 5236.792969
	Iteration 50Q: 3 clusters Score -3951614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3951621.500000 Penalty: 5236.792969
	Iteration 51Q: 3 clusters Score -3951622 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3951606.750000 Penalty: 5236.792969
	Iteration 52Q: 3 clusters Score -3951607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3951606.250000 Penalty: 5236.792969
	Iteration 53Q: 3 clusters Score -3951606 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -3951611.000000 Penalty: 5236.792969
	Iteration 54Q: 3 clusters Score -3951611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -3951626.250000 Penalty: 5236.792969
	Iteration 55Q: 3 clusters Score -3951626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -3951622.250000 Penalty: 5236.792969
	Iteration 56Q: 3 clusters Score -3951622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -3951631.500000 Penalty: 5236.792969
	Iteration 57Q: 3 clusters Score -3951632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3951629.250000 Penalty: 5236.792969
	Iteration 58Q: 3 clusters Score -3951629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -3951636.500000 Penalty: 5236.792969
	Iteration 59Q: 3 clusters Score -3951636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -3951646.000000 Penalty: 5236.792969
	Iteration 60F: 3 clusters Score -3951646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -3951651.750000 Penalty: 5236.792969
	Iteration 61Q: 3 clusters Score -3951652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -3951647.750000 Penalty: 5236.792969
	Iteration 62Q: 3 clusters Score -3951648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -3951643.500000 Penalty: 5236.792969
	Iteration 63Q: 3 clusters Score -3951644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3951647.250000 Penalty: 5236.792969
	Iteration 64Q: 3 clusters Score -3951647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3951650.250000 Penalty: 5236.792969
	Iteration 65Q: 3 clusters Score -3951650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3951650.000000 Penalty: 5236.792969
	Iteration 66Q: 3 clusters Score -3951650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3951651.750000 Penalty: 5236.792969
	Iteration 67Q: 3 clusters Score -3951652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -3951643.500000 Penalty: 5236.792969
	Iteration 68Q: 3 clusters Score -3951644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3951640.750000 Penalty: 5236.792969
	Iteration 69Q: 3 clusters Score -3951641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -3951643.750000 Penalty: 5236.792969
	Iteration 70Q: 3 clusters Score -3951644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3951641.250000 Penalty: 5236.792969
	Iteration 71Q: 3 clusters Score -3951641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -3951649.000000 Penalty: 5236.792969
	Iteration 72Q: 3 clusters Score -3951649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3951653.750000 Penalty: 5236.792969
	Iteration 73Q: 3 clusters Score -3951654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -3951657.750000 Penalty: 5236.792969
	Iteration 74Q: 3 clusters Score -3951658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -3951658.250000 Penalty: 5236.792969
	Iteration 75Q: 3 clusters Score -3951658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3951658.250000 Penalty: 5236.792969
	Iteration 76Q: 3 clusters Score -3951658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3951658.500000 Penalty: 5236.792969
	Iteration 77Q: 3 clusters Score -3951658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3951653.250000 Penalty: 5236.792969
	Iteration 78Q: 3 clusters Score -3951653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -3951657.500000 Penalty: 5236.792969
	Iteration 79Q: 3 clusters Score -3951658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -3951654.500000 Penalty: 5236.792969
	Iteration 80F: 3 clusters Score -3951654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3951661.000000 Penalty: 5236.792969
	Iteration 81Q: 3 clusters Score -3951661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -3951662.750000 Penalty: 5236.792969
	Iteration 82Q: 3 clusters Score -3951663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3951662.500000 Penalty: 5236.792969
	Iteration 83Q: 3 clusters Score -3951662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3951656.750000 Penalty: 5236.792969
	Iteration 84Q: 3 clusters Score -3951657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -3951650.250000 Penalty: 5236.792969
	Iteration 85Q: 3 clusters Score -3951650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -3951656.250000 Penalty: 5236.792969
	Iteration 86Q: 3 clusters Score -3951656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -3951663.000000 Penalty: 5236.792969
	Iteration 87Q: 3 clusters Score -3951663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3951662.000000 Penalty: 5236.792969
	Iteration 88Q: 3 clusters Score -3951662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -3951663.000000 Penalty: 5236.792969
	Iteration 89Q: 3 clusters Score -3951663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3951663.500000 Penalty: 5236.792969
	Iteration 90Q: 3 clusters Score -3951664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -3951663.250000 Penalty: 5236.792969
	Iteration 91Q: 3 clusters Score -3951663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -3951662.750000 Penalty: 5236.792969
	Iteration 92Q: 3 clusters Score -3951663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -3951660.750000 Penalty: 5236.792969
	Iteration 93Q: 3 clusters Score -3951661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -3951660.250000 Penalty: 5236.792969
	Iteration 94Q: 3 clusters Score -3951660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -3951665.500000 Penalty: 5236.792969
	Iteration 95Q: 3 clusters Score -3951666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3951665.250000 Penalty: 5236.792969
	Iteration 96Q: 3 clusters Score -3951665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3951663.250000 Penalty: 5236.792969
	Iteration 97Q: 3 clusters Score -3951663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3951670.250000 Penalty: 5236.792969
	Iteration 98Q: 3 clusters Score -3951670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3951666.750000 Penalty: 5236.792969
	Iteration 99Q: 3 clusters Score -3951667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3951670.250000 Penalty: 5236.792969
	Iteration 100F: 3 clusters Score -3951670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -3951661.750000 Penalty: 5236.792969
	Iteration 101Q: 3 clusters Score -3951662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -3951663.000000 Penalty: 5236.792969
	Iteration 102Q: 3 clusters Score -3951663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -3951664.500000 Penalty: 5236.792969
	Iteration 103Q: 3 clusters Score -3951664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3951665.000000 Penalty: 5236.792969
	Iteration 104Q: 3 clusters Score -3951665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -3951666.000000 Penalty: 5236.792969
	Iteration 105Q: 3 clusters Score -3951666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3951666.750000 Penalty: 5236.792969
	Iteration 106Q: 3 clusters Score -3951667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -3951663.750000 Penalty: 5236.792969
	Iteration 107Q: 3 clusters Score -3951664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3951665.500000 Penalty: 5236.792969
	Iteration 108Q: 3 clusters Score -3951666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -3951663.250000 Penalty: 5236.792969
	Iteration 109Q: 3 clusters Score -3951663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -3951664.000000 Penalty: 5236.792969
	Iteration 110Q: 3 clusters Score -3951664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -3951668.000000 Penalty: 5236.792969
	Iteration 111Q: 3 clusters Score -3951668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -3951669.000000 Penalty: 5236.792969
	Iteration 112Q: 3 clusters Score -3951669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -3951668.250000 Penalty: 5236.792969
	Iteration 113Q: 3 clusters Score -3951668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -3951670.250000 Penalty: 5236.792969
	Iteration 114Q: 3 clusters Score -3951670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3951675.750000 Penalty: 5236.792969
	Iteration 115Q: 3 clusters Score -3951676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -3951675.750000 Penalty: 5236.792969
	Iteration 116F: 3 clusters Score -3951676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Entering Unmasked Estep 
Score: -3666095.750000 Penalty: 2590.763184
	Iteration 0F: 2 clusters Score -3666096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3642592.750000 Penalty: 5181.526367
	Iteration 0F: 3 clusters Score -3642593 nChanged 15606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3651133.000000 Penalty: 5181.526367
	Iteration 1F: 3 clusters Score -3651133 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3651582.750000 Penalty: 5181.526367
	Iteration 2Q: 3 clusters Score -3651583 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3652101.250000 Penalty: 5181.526367
	Iteration 3Q: 3 clusters Score -3652101 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3652732.250000 Penalty: 5181.526367
	Iteration 4Q: 3 clusters Score -3652732 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3653703.750000 Penalty: 5181.526367
	Iteration 5F: 3 clusters Score -3653704 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -3655209.500000 Penalty: 5181.526367
	Iteration 6F: 3 clusters Score -3655210 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3657376.500000 Penalty: 5181.526367
	Iteration 7F: 3 clusters Score -3657376 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3659758.750000 Penalty: 5181.526367
	Iteration 8F: 3 clusters Score -3659759 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3661613.500000 Penalty: 5181.526367
	Iteration 9F: 3 clusters Score -3661614 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3662701.750000 Penalty: 5181.526367
	Iteration 10Q: 3 clusters Score -3662702 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -3663261.250000 Penalty: 5181.526367
	Iteration 11Q: 3 clusters Score -3663261 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -3663522.000000 Penalty: 5181.526367
	Iteration 12Q: 3 clusters Score -3663522 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -3663636.750000 Penalty: 5181.526367
	Iteration 13Q: 3 clusters Score -3663637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -3663692.250000 Penalty: 5181.526367
	Iteration 14Q: 3 clusters Score -3663692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -3663725.000000 Penalty: 5181.526367
	Iteration 15Q: 3 clusters Score -3663725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -3663760.750000 Penalty: 5181.526367
	Iteration 16Q: 3 clusters Score -3663761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -3663783.750000 Penalty: 5181.526367
	Iteration 17Q: 3 clusters Score -3663784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3663793.750000 Penalty: 5181.526367
	Iteration 18Q: 3 clusters Score -3663794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -3663790.000000 Penalty: 5181.526367
	Iteration 19Q: 3 clusters Score -3663790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -3663792.000000 Penalty: 5181.526367
	Iteration 20F: 3 clusters Score -3663792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3663795.250000 Penalty: 5181.526367
	Iteration 21Q: 3 clusters Score -3663795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3663795.250000 Penalty: 5181.526367
	Iteration 22F: 3 clusters Score -3663795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Entering Unmasked Estep 
Score: -2278641.250000 Penalty: 2473.110596
	Iteration 0F: 2 clusters Score -2278641 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 10627 members 
Entering Unmasked Estep 
Score: -2263663.750000 Penalty: 4946.221191
	Iteration 0F: 3 clusters Score -2263664 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2268859.750000 Penalty: 4946.221191
	Iteration 1F: 3 clusters Score -2268860 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2269477.500000 Penalty: 4946.221191
	Iteration 2F: 3 clusters Score -2269478 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2270170.750000 Penalty: 4946.221191
	Iteration 3F: 3 clusters Score -2270171 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2270937.500000 Penalty: 4946.221191
	Iteration 4F: 3 clusters Score -2270938 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2271836.500000 Penalty: 4946.221191
	Iteration 5F: 3 clusters Score -2271836 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2272997.000000 Penalty: 4946.221191
	Iteration 6F: 3 clusters Score -2272997 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2274217.750000 Penalty: 4946.221191
	Iteration 7F: 3 clusters Score -2274218 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2275136.000000 Penalty: 4946.221191
	Iteration 8Q: 3 clusters Score -2275136 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2275710.500000 Penalty: 4946.221191
	Iteration 9Q: 3 clusters Score -2275710 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2276019.000000 Penalty: 4946.221191
	Iteration 10Q: 3 clusters Score -2276019 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2276182.250000 Penalty: 4946.221191
	Iteration 11Q: 3 clusters Score -2276182 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2276290.750000 Penalty: 4946.221191
	Iteration 12Q: 3 clusters Score -2276291 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2276368.250000 Penalty: 4946.221191
	Iteration 13Q: 3 clusters Score -2276368 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2276442.000000 Penalty: 4946.221191
	Iteration 14Q: 3 clusters Score -2276442 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2276496.250000 Penalty: 4946.221191
	Iteration 15Q: 3 clusters Score -2276496 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2276551.250000 Penalty: 4946.221191
	Iteration 16Q: 3 clusters Score -2276551 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2276589.000000 Penalty: 4946.221191
	Iteration 17Q: 3 clusters Score -2276589 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2276616.000000 Penalty: 4946.221191
	Iteration 18Q: 3 clusters Score -2276616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2276643.750000 Penalty: 4946.221191
	Iteration 19Q: 3 clusters Score -2276644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2276677.750000 Penalty: 4946.221191
	Iteration 20F: 3 clusters Score -2276678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2276694.000000 Penalty: 4946.221191
	Iteration 21Q: 3 clusters Score -2276694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2276706.250000 Penalty: 4946.221191
	Iteration 22Q: 3 clusters Score -2276706 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2276722.000000 Penalty: 4946.221191
	Iteration 23Q: 3 clusters Score -2276722 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2276739.500000 Penalty: 4946.221191
	Iteration 24Q: 3 clusters Score -2276740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2276758.750000 Penalty: 4946.221191
	Iteration 25Q: 3 clusters Score -2276759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2276766.250000 Penalty: 4946.221191
	Iteration 26Q: 3 clusters Score -2276766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2276776.000000 Penalty: 4946.221191
	Iteration 27Q: 3 clusters Score -2276776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2276779.500000 Penalty: 4946.221191
	Iteration 28Q: 3 clusters Score -2276780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2276787.250000 Penalty: 4946.221191
	Iteration 29Q: 3 clusters Score -2276787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2276794.750000 Penalty: 4946.221191
	Iteration 30Q: 3 clusters Score -2276795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2276802.000000 Penalty: 4946.221191
	Iteration 31Q: 3 clusters Score -2276802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2276804.750000 Penalty: 4946.221191
	Iteration 32Q: 3 clusters Score -2276805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2276812.500000 Penalty: 4946.221191
	Iteration 33Q: 3 clusters Score -2276812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2276814.750000 Penalty: 4946.221191
	Iteration 34Q: 3 clusters Score -2276815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2276827.250000 Penalty: 4946.221191
	Iteration 35Q: 3 clusters Score -2276827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2276834.500000 Penalty: 4946.221191
	Iteration 36Q: 3 clusters Score -2276834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2276843.750000 Penalty: 4946.221191
	Iteration 37Q: 3 clusters Score -2276844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2276840.000000 Penalty: 4946.221191
	Iteration 38Q: 3 clusters Score -2276840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2276853.000000 Penalty: 4946.221191
	Iteration 39Q: 3 clusters Score -2276853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2276869.000000 Penalty: 4946.221191
	Iteration 40F: 3 clusters Score -2276869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2276872.500000 Penalty: 4946.221191
	Iteration 41Q: 3 clusters Score -2276872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2276879.000000 Penalty: 4946.221191
	Iteration 42Q: 3 clusters Score -2276879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2276882.750000 Penalty: 4946.221191
	Iteration 43Q: 3 clusters Score -2276883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2276897.750000 Penalty: 4946.221191
	Iteration 44Q: 3 clusters Score -2276898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2276902.500000 Penalty: 4946.221191
	Iteration 45Q: 3 clusters Score -2276902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2276925.250000 Penalty: 4946.221191
	Iteration 46Q: 3 clusters Score -2276925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2276934.500000 Penalty: 4946.221191
	Iteration 47Q: 3 clusters Score -2276934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2276934.750000 Penalty: 4946.221191
	Iteration 48Q: 3 clusters Score -2276935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2276942.500000 Penalty: 4946.221191
	Iteration 49Q: 3 clusters Score -2276942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2276945.750000 Penalty: 4946.221191
	Iteration 50Q: 3 clusters Score -2276946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2276944.750000 Penalty: 4946.221191
	Iteration 51Q: 3 clusters Score -2276945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2276947.250000 Penalty: 4946.221191
	Iteration 52Q: 3 clusters Score -2276947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2276949.250000 Penalty: 4946.221191
	Iteration 53Q: 3 clusters Score -2276949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2276956.000000 Penalty: 4946.221191
	Iteration 54Q: 3 clusters Score -2276956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2276957.500000 Penalty: 4946.221191
	Iteration 55Q: 3 clusters Score -2276958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2276963.250000 Penalty: 4946.221191
	Iteration 56Q: 3 clusters Score -2276963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2276971.250000 Penalty: 4946.221191
	Iteration 57Q: 3 clusters Score -2276971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2276973.750000 Penalty: 4946.221191
	Iteration 58Q: 3 clusters Score -2276974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2276972.000000 Penalty: 4946.221191
	Iteration 59Q: 3 clusters Score -2276972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2276974.250000 Penalty: 4946.221191
	Iteration 60F: 3 clusters Score -2276974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2276974.000000 Penalty: 4946.221191
	Iteration 61Q: 3 clusters Score -2276974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2276970.250000 Penalty: 4946.221191
	Iteration 62Q: 3 clusters Score -2276970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2276974.250000 Penalty: 4946.221191
	Iteration 63Q: 3 clusters Score -2276974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2276974.500000 Penalty: 4946.221191
	Iteration 64Q: 3 clusters Score -2276974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2276974.500000 Penalty: 4946.221191
	Iteration 65F: 3 clusters Score -2276974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (185148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185148 members 
Entering Unmasked Estep 
Score: -19323092.000000 Penalty: 3007.969971
	Iteration 0F: 2 clusters Score -1.932309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -19206468.000000 Penalty: 6015.939941
	Iteration 0F: 3 clusters Score -1.920647e+07 nChanged 88973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91679 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -19259042.000000 Penalty: 6015.939941
	Iteration 1F: 3 clusters Score -1.925904e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -19260754.000000 Penalty: 6015.939941
	Iteration 2Q: 3 clusters Score -1.926075e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 94857 members 
Entering Unmasked Estep 
Score: -19262730.000000 Penalty: 6015.939941
	Iteration 3Q: 3 clusters Score -1.926273e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 96002 members 
Entering Unmasked Estep 
Score: -19265464.000000 Penalty: 6015.939941
	Iteration 4Q: 3 clusters Score -1.926546e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -19268884.000000 Penalty: 6015.939941
	Iteration 5Q: 3 clusters Score -1.926888e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -19273208.000000 Penalty: 6015.939941
	Iteration 6F: 3 clusters Score -1.927321e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -19278674.000000 Penalty: 6015.939941
	Iteration 7F: 3 clusters Score -1.927867e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -19285838.000000 Penalty: 6015.939941
	Iteration 8F: 3 clusters Score -1.928584e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -19293242.000000 Penalty: 6015.939941
	Iteration 9F: 3 clusters Score -1.929324e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 109983 members 
Entering Unmasked Estep 
Score: -19299038.000000 Penalty: 6015.939941
	Iteration 10F: 3 clusters Score -1.929904e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -19302256.000000 Penalty: 6015.939941
	Iteration 11Q: 3 clusters Score -1.930226e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70332 members 
Mstep: Class 2 contains 114816 members 
Entering Unmasked Estep 
Score: -19303804.000000 Penalty: 6015.939941
	Iteration 12Q: 3 clusters Score -1.93038e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67847 members 
Mstep: Class 2 contains 117301 members 
Entering Unmasked Estep 
Score: -19304688.000000 Penalty: 6015.939941
	Iteration 13Q: 3 clusters Score -1.930469e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 119847 members 
Entering Unmasked Estep 
Score: -19305388.000000 Penalty: 6015.939941
	Iteration 14Q: 3 clusters Score -1.930539e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 122530 members 
Entering Unmasked Estep 
Score: -19306112.000000 Penalty: 6015.939941
	Iteration 15Q: 3 clusters Score -1.930611e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 125275 members 
Entering Unmasked Estep 
Score: -19306672.000000 Penalty: 6015.939941
	Iteration 16Q: 3 clusters Score -1.930667e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57146 members 
Mstep: Class 2 contains 128002 members 
Entering Unmasked Estep 
Score: -19307382.000000 Penalty: 6015.939941
	Iteration 17Q: 3 clusters Score -1.930738e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 130816 members 
Entering Unmasked Estep 
Score: -19308132.000000 Penalty: 6015.939941
	Iteration 18Q: 3 clusters Score -1.930813e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 133698 members 
Entering Unmasked Estep 
Score: -19308856.000000 Penalty: 6015.939941
	Iteration 19Q: 3 clusters Score -1.930886e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -19309684.000000 Penalty: 6015.939941
	Iteration 20F: 3 clusters Score -1.930968e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 139412 members 
Entering Unmasked Estep 
Score: -19310512.000000 Penalty: 6015.939941
	Iteration 21Q: 3 clusters Score -1.931051e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 142387 members 
Entering Unmasked Estep 
Score: -19311314.000000 Penalty: 6015.939941
	Iteration 22Q: 3 clusters Score -1.931131e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 145422 members 
Entering Unmasked Estep 
Score: -19312314.000000 Penalty: 6015.939941
	Iteration 23Q: 3 clusters Score -1.931231e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 148323 members 
Entering Unmasked Estep 
Score: -19313424.000000 Penalty: 6015.939941
	Iteration 24Q: 3 clusters Score -1.931342e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -19314756.000000 Penalty: 6015.939941
	Iteration 25Q: 3 clusters Score -1.931476e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 153674 members 
Entering Unmasked Estep 
Score: -19315936.000000 Penalty: 6015.939941
	Iteration 26Q: 3 clusters Score -1.931594e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 156184 members 
Entering Unmasked Estep 
Score: -19317094.000000 Penalty: 6015.939941
	Iteration 27Q: 3 clusters Score -1.931709e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 158467 members 
Entering Unmasked Estep 
Score: -19318410.000000 Penalty: 6015.939941
	Iteration 28Q: 3 clusters Score -1.931841e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -19319460.000000 Penalty: 6015.939941
	Iteration 29Q: 3 clusters Score -1.931946e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 162303 members 
Entering Unmasked Estep 
Score: -19320488.000000 Penalty: 6015.939941
	Iteration 30Q: 3 clusters Score -1.932049e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 163842 members 
Entering Unmasked Estep 
Score: -19321344.000000 Penalty: 6015.939941
	Iteration 31Q: 3 clusters Score -1.932134e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -19321870.000000 Penalty: 6015.939941
	Iteration 32Q: 3 clusters Score -1.932187e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 166277 members 
Entering Unmasked Estep 
Score: -19322232.000000 Penalty: 6015.939941
	Iteration 33Q: 3 clusters Score -1.932223e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -19322520.000000 Penalty: 6015.939941
	Iteration 34Q: 3 clusters Score -1.932252e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -19322680.000000 Penalty: 6015.939941
	Iteration 35Q: 3 clusters Score -1.932268e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 168759 members 
Entering Unmasked Estep 
Score: -19322822.000000 Penalty: 6015.939941
	Iteration 36Q: 3 clusters Score -1.932282e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 169325 members 
Entering Unmasked Estep 
Score: -19322886.000000 Penalty: 6015.939941
	Iteration 37Q: 3 clusters Score -1.932289e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 169831 members 
Entering Unmasked Estep 
Score: -19322942.000000 Penalty: 6015.939941
	Iteration 38Q: 3 clusters Score -1.932294e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -19322980.000000 Penalty: 6015.939941
	Iteration 39Q: 3 clusters Score -1.932298e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 170651 members 
Entering Unmasked Estep 
Score: -19322966.000000 Penalty: 6015.939941
	Iteration 40F: 3 clusters Score -1.932297e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 171000 members 
Entering Unmasked Estep 
Score: -19322982.000000 Penalty: 6015.939941
	Iteration 41Q: 3 clusters Score -1.932298e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 171302 members 
Entering Unmasked Estep 
Score: -19322970.000000 Penalty: 6015.939941
	Iteration 42Q: 3 clusters Score -1.932297e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 171566 members 
Entering Unmasked Estep 
Score: -19322986.000000 Penalty: 6015.939941
	Iteration 43Q: 3 clusters Score -1.932299e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 171788 members 
Entering Unmasked Estep 
Score: -19322952.000000 Penalty: 6015.939941
	Iteration 44Q: 3 clusters Score -1.932295e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 172005 members 
Entering Unmasked Estep 
Score: -19322940.000000 Penalty: 6015.939941
	Iteration 45Q: 3 clusters Score -1.932294e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 172210 members 
Entering Unmasked Estep 
Score: -19322928.000000 Penalty: 6015.939941
	Iteration 46Q: 3 clusters Score -1.932293e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 172410 members 
Entering Unmasked Estep 
Score: -19322952.000000 Penalty: 6015.939941
	Iteration 47Q: 3 clusters Score -1.932295e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 172587 members 
Entering Unmasked Estep 
Score: -19322958.000000 Penalty: 6015.939941
	Iteration 48Q: 3 clusters Score -1.932296e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 172755 members 
Entering Unmasked Estep 
Score: -19322956.000000 Penalty: 6015.939941
	Iteration 49Q: 3 clusters Score -1.932296e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -19322948.000000 Penalty: 6015.939941
	Iteration 50Q: 3 clusters Score -1.932295e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 173066 members 
Entering Unmasked Estep 
Score: -19322948.000000 Penalty: 6015.939941
	Iteration 51Q: 3 clusters Score -1.932295e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -19322988.000000 Penalty: 6015.939941
	Iteration 52Q: 3 clusters Score -1.932299e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -19322944.000000 Penalty: 6015.939941
	Iteration 53Q: 3 clusters Score -1.932294e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -19322950.000000 Penalty: 6015.939941
	Iteration 54Q: 3 clusters Score -1.932295e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 173588 members 
Entering Unmasked Estep 
Score: -19322908.000000 Penalty: 6015.939941
	Iteration 55Q: 3 clusters Score -1.932291e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 173677 members 
Entering Unmasked Estep 
Score: -19322926.000000 Penalty: 6015.939941
	Iteration 56Q: 3 clusters Score -1.932293e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 173772 members 
Entering Unmasked Estep 
Score: -19322944.000000 Penalty: 6015.939941
	Iteration 57Q: 3 clusters Score -1.932294e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 173851 members 
Entering Unmasked Estep 
Score: -19322940.000000 Penalty: 6015.939941
	Iteration 58Q: 3 clusters Score -1.932294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 173925 members 
Entering Unmasked Estep 
Score: -19322952.000000 Penalty: 6015.939941
	Iteration 59Q: 3 clusters Score -1.932295e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 173977 members 
Entering Unmasked Estep 
Score: -19322952.000000 Penalty: 6015.939941
	Iteration 60F: 3 clusters Score -1.932295e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 174026 members 
Entering Unmasked Estep 
Score: -19322936.000000 Penalty: 6015.939941
	Iteration 61Q: 3 clusters Score -1.932294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -19322924.000000 Penalty: 6015.939941
	Iteration 62Q: 3 clusters Score -1.932292e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 174091 members 
Entering Unmasked Estep 
Score: -19322906.000000 Penalty: 6015.939941
	Iteration 63Q: 3 clusters Score -1.932291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 174125 members 
Entering Unmasked Estep 
Score: -19322888.000000 Penalty: 6015.939941
	Iteration 64Q: 3 clusters Score -1.932289e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 174165 members 
Entering Unmasked Estep 
Score: -19322880.000000 Penalty: 6015.939941
	Iteration 65Q: 3 clusters Score -1.932288e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 174203 members 
Entering Unmasked Estep 
Score: -19322876.000000 Penalty: 6015.939941
	Iteration 66Q: 3 clusters Score -1.932288e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 174238 members 
Entering Unmasked Estep 
Score: -19322864.000000 Penalty: 6015.939941
	Iteration 67Q: 3 clusters Score -1.932286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 174273 members 
Entering Unmasked Estep 
Score: -19322842.000000 Penalty: 6015.939941
	Iteration 68Q: 3 clusters Score -1.932284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -19322836.000000 Penalty: 6015.939941
	Iteration 69Q: 3 clusters Score -1.932284e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 174325 members 
Entering Unmasked Estep 
Score: -19322844.000000 Penalty: 6015.939941
	Iteration 70Q: 3 clusters Score -1.932284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 174347 members 
Entering Unmasked Estep 
Score: -19322848.000000 Penalty: 6015.939941
	Iteration 71Q: 3 clusters Score -1.932285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -19322864.000000 Penalty: 6015.939941
	Iteration 72Q: 3 clusters Score -1.932286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -19322856.000000 Penalty: 6015.939941
	Iteration 73Q: 3 clusters Score -1.932286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 174425 members 
Entering Unmasked Estep 
Score: -19322862.000000 Penalty: 6015.939941
	Iteration 74Q: 3 clusters Score -1.932286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -19322854.000000 Penalty: 6015.939941
	Iteration 75Q: 3 clusters Score -1.932285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 174478 members 
Entering Unmasked Estep 
Score: -19322846.000000 Penalty: 6015.939941
	Iteration 76Q: 3 clusters Score -1.932285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -19322836.000000 Penalty: 6015.939941
	Iteration 77Q: 3 clusters Score -1.932284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -19322836.000000 Penalty: 6015.939941
	Iteration 78Q: 3 clusters Score -1.932284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -19322848.000000 Penalty: 6015.939941
	Iteration 79Q: 3 clusters Score -1.932285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 174533 members 
Entering Unmasked Estep 
Score: -19322848.000000 Penalty: 6015.939941
	Iteration 80F: 3 clusters Score -1.932285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 174549 members 
Entering Unmasked Estep 
Score: -19322846.000000 Penalty: 6015.939941
	Iteration 81Q: 3 clusters Score -1.932285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 174562 members 
Entering Unmasked Estep 
Score: -19322850.000000 Penalty: 6015.939941
	Iteration 82Q: 3 clusters Score -1.932285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 174578 members 
Entering Unmasked Estep 
Score: -19322848.000000 Penalty: 6015.939941
	Iteration 83Q: 3 clusters Score -1.932285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 174589 members 
Entering Unmasked Estep 
Score: -19322854.000000 Penalty: 6015.939941
	Iteration 84Q: 3 clusters Score -1.932285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -19322854.000000 Penalty: 6015.939941
	Iteration 85Q: 3 clusters Score -1.932285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -19322858.000000 Penalty: 6015.939941
	Iteration 86Q: 3 clusters Score -1.932286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -19322864.000000 Penalty: 6015.939941
	Iteration 87Q: 3 clusters Score -1.932286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 174611 members 
Entering Unmasked Estep 
Score: -19322864.000000 Penalty: 6015.939941
	Iteration 88Q: 3 clusters Score -1.932286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 174614 members 
Entering Unmasked Estep 
Score: -19322866.000000 Penalty: 6015.939941
	Iteration 89Q: 3 clusters Score -1.932287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 174616 members 
Entering Unmasked Estep 
Score: -19322868.000000 Penalty: 6015.939941
	Iteration 90Q: 3 clusters Score -1.932287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 174618 members 
Entering Unmasked Estep 
Score: -19322870.000000 Penalty: 6015.939941
	Iteration 91Q: 3 clusters Score -1.932287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 174621 members 
Entering Unmasked Estep 
Score: -19322866.000000 Penalty: 6015.939941
	Iteration 92Q: 3 clusters Score -1.932287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 174623 members 
Entering Unmasked Estep 
Score: -19322854.000000 Penalty: 6015.939941
	Iteration 93Q: 3 clusters Score -1.932285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 174626 members 
Entering Unmasked Estep 
Score: -19322864.000000 Penalty: 6015.939941
	Iteration 94Q: 3 clusters Score -1.932286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 174626 members 
Entering Unmasked Estep 
Score: -19322864.000000 Penalty: 6015.939941
	Iteration 95F: 3 clusters Score -1.932286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Entering Unmasked Estep 
Score: -2794114.250000 Penalty: 2524.004883
	Iteration 0F: 2 clusters Score -2794114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2776035.000000 Penalty: 5048.009766
	Iteration 0F: 3 clusters Score -2776035 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2782481.000000 Penalty: 5048.009766
	Iteration 1F: 3 clusters Score -2782481 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2783154.750000 Penalty: 5048.009766
	Iteration 2F: 3 clusters Score -2783155 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2783891.250000 Penalty: 5048.009766
	Iteration 3F: 3 clusters Score -2783891 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2784844.250000 Penalty: 5048.009766
	Iteration 4F: 3 clusters Score -2784844 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2785969.500000 Penalty: 5048.009766
	Iteration 5F: 3 clusters Score -2785970 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2787452.750000 Penalty: 5048.009766
	Iteration 6F: 3 clusters Score -2787453 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2789008.000000 Penalty: 5048.009766
	Iteration 7F: 3 clusters Score -2789008 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2790099.250000 Penalty: 5048.009766
	Iteration 8F: 3 clusters Score -2790099 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2790702.500000 Penalty: 5048.009766
	Iteration 9Q: 3 clusters Score -2790702 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2791011.500000 Penalty: 5048.009766
	Iteration 10Q: 3 clusters Score -2791012 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2791239.750000 Penalty: 5048.009766
	Iteration 11Q: 3 clusters Score -2791240 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2791397.750000 Penalty: 5048.009766
	Iteration 12Q: 3 clusters Score -2791398 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2791508.500000 Penalty: 5048.009766
	Iteration 13Q: 3 clusters Score -2791508 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2791616.000000 Penalty: 5048.009766
	Iteration 14Q: 3 clusters Score -2791616 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2791708.000000 Penalty: 5048.009766
	Iteration 15Q: 3 clusters Score -2791708 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2791776.250000 Penalty: 5048.009766
	Iteration 16Q: 3 clusters Score -2791776 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2791861.250000 Penalty: 5048.009766
	Iteration 17Q: 3 clusters Score -2791861 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2791937.000000 Penalty: 5048.009766
	Iteration 18Q: 3 clusters Score -2791937 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -2792000.250000 Penalty: 5048.009766
	Iteration 19Q: 3 clusters Score -2792000 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2792053.500000 Penalty: 5048.009766
	Iteration 20F: 3 clusters Score -2792054 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2792089.000000 Penalty: 5048.009766
	Iteration 21Q: 3 clusters Score -2792089 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -2792140.000000 Penalty: 5048.009766
	Iteration 22Q: 3 clusters Score -2792140 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2792167.750000 Penalty: 5048.009766
	Iteration 23Q: 3 clusters Score -2792168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2792201.250000 Penalty: 5048.009766
	Iteration 24Q: 3 clusters Score -2792201 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2792230.750000 Penalty: 5048.009766
	Iteration 25Q: 3 clusters Score -2792231 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2792247.250000 Penalty: 5048.009766
	Iteration 26Q: 3 clusters Score -2792247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2792271.750000 Penalty: 5048.009766
	Iteration 27Q: 3 clusters Score -2792272 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2792302.000000 Penalty: 5048.009766
	Iteration 28Q: 3 clusters Score -2792302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2792317.500000 Penalty: 5048.009766
	Iteration 29Q: 3 clusters Score -2792318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2792337.000000 Penalty: 5048.009766
	Iteration 30Q: 3 clusters Score -2792337 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2792350.750000 Penalty: 5048.009766
	Iteration 31Q: 3 clusters Score -2792351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2792371.250000 Penalty: 5048.009766
	Iteration 32Q: 3 clusters Score -2792371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2792390.750000 Penalty: 5048.009766
	Iteration 33Q: 3 clusters Score -2792391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -2792404.500000 Penalty: 5048.009766
	Iteration 34Q: 3 clusters Score -2792404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -2792419.250000 Penalty: 5048.009766
	Iteration 35Q: 3 clusters Score -2792419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2792430.500000 Penalty: 5048.009766
	Iteration 36Q: 3 clusters Score -2792430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -2792454.000000 Penalty: 5048.009766
	Iteration 37Q: 3 clusters Score -2792454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -2792475.250000 Penalty: 5048.009766
	Iteration 38Q: 3 clusters Score -2792475 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2792500.750000 Penalty: 5048.009766
	Iteration 39Q: 3 clusters Score -2792501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2792519.750000 Penalty: 5048.009766
	Iteration 40F: 3 clusters Score -2792520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2792540.000000 Penalty: 5048.009766
	Iteration 41Q: 3 clusters Score -2792540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2792554.500000 Penalty: 5048.009766
	Iteration 42Q: 3 clusters Score -2792554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2792569.750000 Penalty: 5048.009766
	Iteration 43Q: 3 clusters Score -2792570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -2792595.000000 Penalty: 5048.009766
	Iteration 44Q: 3 clusters Score -2792595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -2792610.500000 Penalty: 5048.009766
	Iteration 45Q: 3 clusters Score -2792610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -2792614.000000 Penalty: 5048.009766
	Iteration 46Q: 3 clusters Score -2792614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -2792619.500000 Penalty: 5048.009766
	Iteration 47Q: 3 clusters Score -2792620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -2792641.750000 Penalty: 5048.009766
	Iteration 48Q: 3 clusters Score -2792642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -2792647.500000 Penalty: 5048.009766
	Iteration 49Q: 3 clusters Score -2792648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2792665.500000 Penalty: 5048.009766
	Iteration 50Q: 3 clusters Score -2792666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2792670.250000 Penalty: 5048.009766
	Iteration 51Q: 3 clusters Score -2792670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -2792680.500000 Penalty: 5048.009766
	Iteration 52Q: 3 clusters Score -2792680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -2792689.500000 Penalty: 5048.009766
	Iteration 53Q: 3 clusters Score -2792690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -2792696.750000 Penalty: 5048.009766
	Iteration 54Q: 3 clusters Score -2792697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2792696.250000 Penalty: 5048.009766
	Iteration 55Q: 3 clusters Score -2792696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -2792706.750000 Penalty: 5048.009766
	Iteration 56Q: 3 clusters Score -2792707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2792709.000000 Penalty: 5048.009766
	Iteration 57Q: 3 clusters Score -2792709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2792706.750000 Penalty: 5048.009766
	Iteration 58Q: 3 clusters Score -2792707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2792712.250000 Penalty: 5048.009766
	Iteration 59Q: 3 clusters Score -2792712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -2792716.000000 Penalty: 5048.009766
	Iteration 60F: 3 clusters Score -2792716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -2792724.500000 Penalty: 5048.009766
	Iteration 61Q: 3 clusters Score -2792724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2792728.500000 Penalty: 5048.009766
	Iteration 62Q: 3 clusters Score -2792728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2792737.000000 Penalty: 5048.009766
	Iteration 63Q: 3 clusters Score -2792737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -2792743.750000 Penalty: 5048.009766
	Iteration 64Q: 3 clusters Score -2792744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2792743.250000 Penalty: 5048.009766
	Iteration 65Q: 3 clusters Score -2792743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -2792750.250000 Penalty: 5048.009766
	Iteration 66Q: 3 clusters Score -2792750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -2792755.000000 Penalty: 5048.009766
	Iteration 67Q: 3 clusters Score -2792755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -2792763.250000 Penalty: 5048.009766
	Iteration 68Q: 3 clusters Score -2792763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -2792771.250000 Penalty: 5048.009766
	Iteration 69Q: 3 clusters Score -2792771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -2792772.250000 Penalty: 5048.009766
	Iteration 70Q: 3 clusters Score -2792772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -2792776.250000 Penalty: 5048.009766
	Iteration 71Q: 3 clusters Score -2792776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -2792773.750000 Penalty: 5048.009766
	Iteration 72Q: 3 clusters Score -2792774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2792775.750000 Penalty: 5048.009766
	Iteration 73Q: 3 clusters Score -2792776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -2792781.000000 Penalty: 5048.009766
	Iteration 74Q: 3 clusters Score -2792781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2792778.250000 Penalty: 5048.009766
	Iteration 75Q: 3 clusters Score -2792778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -2792779.250000 Penalty: 5048.009766
	Iteration 76Q: 3 clusters Score -2792779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -2792780.500000 Penalty: 5048.009766
	Iteration 77Q: 3 clusters Score -2792780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2792779.250000 Penalty: 5048.009766
	Iteration 78Q: 3 clusters Score -2792779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2792783.000000 Penalty: 5048.009766
	Iteration 79Q: 3 clusters Score -2792783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2792784.500000 Penalty: 5048.009766
	Iteration 80F: 3 clusters Score -2792784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -2792784.250000 Penalty: 5048.009766
	Iteration 81Q: 3 clusters Score -2792784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2792783.500000 Penalty: 5048.009766
	Iteration 82Q: 3 clusters Score -2792784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2792783.750000 Penalty: 5048.009766
	Iteration 83Q: 3 clusters Score -2792784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2792782.500000 Penalty: 5048.009766
	Iteration 84Q: 3 clusters Score -2792782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2792782.500000 Penalty: 5048.009766
	Iteration 85Q: 3 clusters Score -2792782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -2792783.750000 Penalty: 5048.009766
	Iteration 86Q: 3 clusters Score -2792784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2792785.500000 Penalty: 5048.009766
	Iteration 87Q: 3 clusters Score -2792786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2792787.250000 Penalty: 5048.009766
	Iteration 88Q: 3 clusters Score -2792787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2792787.250000 Penalty: 5048.009766
	Iteration 89F: 3 clusters Score -2792787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 228021 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 80229 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 7 contains 33504 members 
Mstep: Class 8 contains 14501 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38486 members 
Mstep: Class 16 contains 34428 members 
Mstep: Class 17 contains 21423 members 
Mstep: Class 18 contains 185148 members 
Mstep: Class 20 contains 26303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063272.000000 Penalty: 43306.667969
Iteration 239Q: 14 clusters Score -7.006327e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227998 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 80467 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 7 contains 33504 members 
Mstep: Class 8 contains 14494 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38481 members 
Mstep: Class 16 contains 34418 members 
Mstep: Class 17 contains 21421 members 
Mstep: Class 18 contains 184964 members 
Mstep: Class 20 contains 26294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063344.000000 Penalty: 43306.667969
Iteration 240F: 14 clusters Score -7.006334e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227979 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 80697 members 
Mstep: Class 4 contains 10271 members 
Mstep: Class 7 contains 33506 members 
Mstep: Class 8 contains 14490 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38477 members 
Mstep: Class 16 contains 34411 members 
Mstep: Class 17 contains 21422 members 
Mstep: Class 18 contains 184772 members 
Mstep: Class 20 contains 26288 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 14 clusters Score -7.006328e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227946 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 80935 members 
Mstep: Class 4 contains 10269 members 
Mstep: Class 7 contains 33507 members 
Mstep: Class 8 contains 14491 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38478 members 
Mstep: Class 16 contains 34405 members 
Mstep: Class 17 contains 21421 members 
Mstep: Class 18 contains 184581 members 
Mstep: Class 20 contains 26288 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 14 clusters Score -7.006321e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227910 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 81171 members 
Mstep: Class 4 contains 10268 members 
Mstep: Class 7 contains 33503 members 
Mstep: Class 8 contains 14488 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38474 members 
Mstep: Class 16 contains 34403 members 
Mstep: Class 17 contains 21416 members 
Mstep: Class 18 contains 184402 members 
Mstep: Class 20 contains 26286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063216.000000 Penalty: 43306.667969
Iteration 243Q: 14 clusters Score -7.006322e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227882 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 81417 members 
Mstep: Class 4 contains 10268 members 
Mstep: Class 7 contains 33497 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38468 members 
Mstep: Class 16 contains 34398 members 
Mstep: Class 17 contains 21415 members 
Mstep: Class 18 contains 184208 members 
Mstep: Class 20 contains 26279 members 
Entering Unmasked Estep 
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Iteration 244Q: 14 clusters Score -7.00632e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227822 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 81673 members 
Mstep: Class 4 contains 10266 members 
Mstep: Class 7 contains 33494 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38463 members 
Mstep: Class 16 contains 34391 members 
Mstep: Class 17 contains 21414 members 
Mstep: Class 18 contains 184033 members 
Mstep: Class 20 contains 26270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063328.000000 Penalty: 43306.667969
Iteration 245Q: 14 clusters Score -7.006333e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227778 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 81898 members 
Mstep: Class 4 contains 10264 members 
Mstep: Class 7 contains 33487 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 6874 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38455 members 
Mstep: Class 16 contains 34388 members 
Mstep: Class 17 contains 21411 members 
Mstep: Class 18 contains 183880 members 
Mstep: Class 20 contains 26264 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 14 clusters Score -7.006324e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227730 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 82132 members 
Mstep: Class 4 contains 10262 members 
Mstep: Class 7 contains 33474 members 
Mstep: Class 8 contains 14475 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38450 members 
Mstep: Class 16 contains 34394 members 
Mstep: Class 17 contains 21417 members 
Mstep: Class 18 contains 183711 members 
Mstep: Class 20 contains 26259 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 14 clusters Score -7.006324e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227677 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 82381 members 
Mstep: Class 4 contains 10262 members 
Mstep: Class 7 contains 33468 members 
Mstep: Class 8 contains 14465 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38448 members 
Mstep: Class 16 contains 34393 members 
Mstep: Class 17 contains 21416 members 
Mstep: Class 18 contains 183540 members 
Mstep: Class 20 contains 26254 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 248Q: 14 clusters Score -7.006325e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227631 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 82604 members 
Mstep: Class 4 contains 10262 members 
Mstep: Class 7 contains 33460 members 
Mstep: Class 8 contains 14465 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38443 members 
Mstep: Class 16 contains 34391 members 
Mstep: Class 17 contains 21416 members 
Mstep: Class 18 contains 183380 members 
Mstep: Class 20 contains 26248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063296.000000 Penalty: 43306.667969
Iteration 249Q: 14 clusters Score -7.00633e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227595 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 82848 members 
Mstep: Class 4 contains 10262 members 
Mstep: Class 7 contains 33451 members 
Mstep: Class 8 contains 14465 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38439 members 
Mstep: Class 16 contains 34393 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 183194 members 
Mstep: Class 20 contains 26243 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 14 clusters Score -7.006325e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227562 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 83091 members 
Mstep: Class 4 contains 10261 members 
Mstep: Class 7 contains 33448 members 
Mstep: Class 8 contains 14465 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38435 members 
Mstep: Class 16 contains 34397 members 
Mstep: Class 17 contains 21407 members 
Mstep: Class 18 contains 182998 members 
Mstep: Class 20 contains 26235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063344.000000 Penalty: 43306.667969
Iteration 251Q: 14 clusters Score -7.006334e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227543 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 83334 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 14465 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38429 members 
Mstep: Class 16 contains 34395 members 
Mstep: Class 17 contains 21408 members 
Mstep: Class 18 contains 182793 members 
Mstep: Class 20 contains 26222 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 14 clusters Score -7.006333e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227508 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 83580 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 7 contains 33441 members 
Mstep: Class 8 contains 14463 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38419 members 
Mstep: Class 16 contains 34389 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 182608 members 
Mstep: Class 20 contains 26218 members 
Entering Unmasked Estep 
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Iteration 253Q: 14 clusters Score -7.006332e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227481 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 83766 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 7 contains 33441 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38411 members 
Mstep: Class 16 contains 34386 members 
Mstep: Class 17 contains 21406 members 
Mstep: Class 18 contains 182462 members 
Mstep: Class 20 contains 26223 members 
Entering Unmasked Estep 
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Iteration 254Q: 14 clusters Score -7.006334e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227470 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 83954 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 7 contains 33444 members 
Mstep: Class 8 contains 14457 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38400 members 
Mstep: Class 16 contains 34386 members 
Mstep: Class 17 contains 21398 members 
Mstep: Class 18 contains 182309 members 
Mstep: Class 20 contains 26216 members 
Entering Unmasked Estep 
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Iteration 255Q: 14 clusters Score -7.006331e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227471 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 84116 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 7 contains 33439 members 
Mstep: Class 8 contains 14456 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38380 members 
Mstep: Class 16 contains 34394 members 
Mstep: Class 17 contains 21395 members 
Mstep: Class 18 contains 182171 members 
Mstep: Class 20 contains 26208 members 
Entering Unmasked Estep 
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Iteration 256Q: 14 clusters Score -7.006329e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227444 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 84279 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 7 contains 33441 members 
Mstep: Class 8 contains 14457 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38367 members 
Mstep: Class 16 contains 34395 members 
Mstep: Class 17 contains 21392 members 
Mstep: Class 18 contains 182046 members 
Mstep: Class 20 contains 26208 members 
Entering Unmasked Estep 
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Iteration 257Q: 14 clusters Score -7.006334e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227410 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 84443 members 
Mstep: Class 4 contains 10259 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38354 members 
Mstep: Class 16 contains 34394 members 
Mstep: Class 17 contains 21386 members 
Mstep: Class 18 contains 181932 members 
Mstep: Class 20 contains 26207 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 14 clusters Score -7.006334e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227376 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 84621 members 
Mstep: Class 4 contains 10258 members 
Mstep: Class 7 contains 33443 members 
Mstep: Class 8 contains 14452 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38336 members 
Mstep: Class 16 contains 34392 members 
Mstep: Class 17 contains 21382 members 
Mstep: Class 18 contains 181821 members 
Mstep: Class 20 contains 26205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063424.000000 Penalty: 43306.667969
Iteration 259Q: 14 clusters Score -7.006342e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227349 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 84785 members 
Mstep: Class 4 contains 10258 members 
Mstep: Class 7 contains 33446 members 
Mstep: Class 8 contains 14450 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38319 members 
Mstep: Class 16 contains 34392 members 
Mstep: Class 17 contains 21378 members 
Mstep: Class 18 contains 181709 members 
Mstep: Class 20 contains 26205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063528.000000 Penalty: 43306.667969
Iteration 260F: 14 clusters Score -7.006353e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227298 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 84954 members 
Mstep: Class 4 contains 10258 members 
Mstep: Class 7 contains 33444 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38306 members 
Mstep: Class 16 contains 34386 members 
Mstep: Class 17 contains 21376 members 
Mstep: Class 18 contains 181612 members 
Mstep: Class 20 contains 26207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063432.000000 Penalty: 43306.667969
Iteration 261Q: 14 clusters Score -7.006343e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227234 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 85121 members 
Mstep: Class 4 contains 10254 members 
Mstep: Class 7 contains 33441 members 
Mstep: Class 8 contains 14445 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38300 members 
Mstep: Class 16 contains 34380 members 
Mstep: Class 17 contains 21370 members 
Mstep: Class 18 contains 181532 members 
Mstep: Class 20 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063448.000000 Penalty: 43306.667969
Iteration 262Q: 14 clusters Score -7.006345e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227170 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 85286 members 
Mstep: Class 4 contains 10251 members 
Mstep: Class 7 contains 33438 members 
Mstep: Class 8 contains 14444 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38291 members 
Mstep: Class 16 contains 34375 members 
Mstep: Class 17 contains 21364 members 
Mstep: Class 18 contains 181451 members 
Mstep: Class 20 contains 26216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063512.000000 Penalty: 43306.667969
Iteration 263Q: 14 clusters Score -7.006351e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227117 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 85454 members 
Mstep: Class 4 contains 10248 members 
Mstep: Class 7 contains 33437 members 
Mstep: Class 8 contains 14445 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38286 members 
Mstep: Class 16 contains 34370 members 
Mstep: Class 17 contains 21358 members 
Mstep: Class 18 contains 181351 members 
Mstep: Class 20 contains 26213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063424.000000 Penalty: 43306.667969
Iteration 264Q: 14 clusters Score -7.006342e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227063 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 85631 members 
Mstep: Class 4 contains 10247 members 
Mstep: Class 7 contains 33441 members 
Mstep: Class 8 contains 14440 members 
Mstep: Class 9 contains 6902 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38279 members 
Mstep: Class 16 contains 34363 members 
Mstep: Class 17 contains 21353 members 
Mstep: Class 18 contains 181245 members 
Mstep: Class 20 contains 26214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063352.000000 Penalty: 43306.667969
Iteration 265Q: 14 clusters Score -7.006335e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 227018 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 85803 members 
Mstep: Class 4 contains 10245 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 14440 members 
Mstep: Class 9 contains 6904 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 15 contains 38273 members 
Mstep: Class 16 contains 34363 members 
Mstep: Class 17 contains 21351 members 
Mstep: Class 18 contains 181125 members 
Mstep: Class 20 contains 26211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063360.000000 Penalty: 43306.667969
Iteration 266Q: 14 clusters Score -7.006336e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226978 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 85944 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 7 contains 33445 members 
Mstep: Class 8 contains 14438 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38272 members 
Mstep: Class 16 contains 34360 members 
Mstep: Class 17 contains 21354 members 
Mstep: Class 18 contains 181032 members 
Mstep: Class 20 contains 26210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063264.000000 Penalty: 43306.667969
Iteration 267Q: 14 clusters Score -7.006326e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226943 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 86077 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 7 contains 33440 members 
Mstep: Class 8 contains 14443 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38266 members 
Mstep: Class 16 contains 34354 members 
Mstep: Class 17 contains 21353 members 
Mstep: Class 18 contains 180951 members 
Mstep: Class 20 contains 26204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063344.000000 Penalty: 43306.667969
Iteration 268Q: 14 clusters Score -7.006334e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226912 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 86201 members 
Mstep: Class 4 contains 10240 members 
Mstep: Class 7 contains 33439 members 
Mstep: Class 8 contains 14443 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38259 members 
Mstep: Class 16 contains 34344 members 
Mstep: Class 17 contains 21350 members 
Mstep: Class 18 contains 180877 members 
Mstep: Class 20 contains 26205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063408.000000 Penalty: 43306.667969
Iteration 269Q: 14 clusters Score -7.006341e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226882 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 86319 members 
Mstep: Class 4 contains 10239 members 
Mstep: Class 7 contains 33430 members 
Mstep: Class 8 contains 14446 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38249 members 
Mstep: Class 16 contains 34338 members 
Mstep: Class 17 contains 21347 members 
Mstep: Class 18 contains 180814 members 
Mstep: Class 20 contains 26209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063416.000000 Penalty: 43306.667969
Iteration 270Q: 14 clusters Score -7.006342e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226834 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 86457 members 
Mstep: Class 4 contains 10239 members 
Mstep: Class 7 contains 33423 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38241 members 
Mstep: Class 16 contains 34329 members 
Mstep: Class 17 contains 21347 members 
Mstep: Class 18 contains 180743 members 
Mstep: Class 20 contains 26212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063408.000000 Penalty: 43306.667969
Iteration 271Q: 14 clusters Score -7.006341e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226787 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 86609 members 
Mstep: Class 4 contains 10239 members 
Mstep: Class 7 contains 33418 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38238 members 
Mstep: Class 16 contains 34322 members 
Mstep: Class 17 contains 21341 members 
Mstep: Class 18 contains 180660 members 
Mstep: Class 20 contains 26210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063392.000000 Penalty: 43306.667969
Iteration 272Q: 14 clusters Score -7.006339e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226739 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 86765 members 
Mstep: Class 4 contains 10239 members 
Mstep: Class 7 contains 33412 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38236 members 
Mstep: Class 16 contains 34316 members 
Mstep: Class 17 contains 21337 members 
Mstep: Class 18 contains 180571 members 
Mstep: Class 20 contains 26208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063336.000000 Penalty: 43306.667969
Iteration 273Q: 14 clusters Score -7.006334e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226699 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 86902 members 
Mstep: Class 4 contains 10238 members 
Mstep: Class 7 contains 33409 members 
Mstep: Class 8 contains 14450 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38233 members 
Mstep: Class 16 contains 34310 members 
Mstep: Class 17 contains 21335 members 
Mstep: Class 18 contains 180494 members 
Mstep: Class 20 contains 26202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063440.000000 Penalty: 43306.667969
Iteration 274Q: 14 clusters Score -7.006344e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226665 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87033 members 
Mstep: Class 4 contains 10235 members 
Mstep: Class 7 contains 33409 members 
Mstep: Class 8 contains 14449 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38227 members 
Mstep: Class 16 contains 34313 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 18 contains 180409 members 
Mstep: Class 20 contains 26198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063440.000000 Penalty: 43306.667969
Iteration 275Q: 14 clusters Score -7.006344e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226646 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87154 members 
Mstep: Class 4 contains 10234 members 
Mstep: Class 7 contains 33405 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38216 members 
Mstep: Class 16 contains 34315 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 18 contains 180325 members 
Mstep: Class 20 contains 26195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063456.000000 Penalty: 43306.667969
Iteration 276Q: 14 clusters Score -7.006346e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226627 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87275 members 
Mstep: Class 4 contains 10233 members 
Mstep: Class 7 contains 33403 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 6907 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 15 contains 38205 members 
Mstep: Class 16 contains 34314 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 18 contains 180240 members 
Mstep: Class 20 contains 26193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063392.000000 Penalty: 43306.667969
Iteration 277Q: 14 clusters Score -7.006339e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226609 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87402 members 
Mstep: Class 4 contains 10232 members 
Mstep: Class 7 contains 33401 members 
Mstep: Class 8 contains 14449 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38189 members 
Mstep: Class 16 contains 34313 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 18 contains 180151 members 
Mstep: Class 20 contains 26192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063384.000000 Penalty: 43306.667969
Iteration 278Q: 14 clusters Score -7.006338e+07 nChanged 175
Entering ConstructFrom: 
Score: -70063384.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (226599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226599 members 
Entering Unmasked Estep 
Score: -23685876.000000 Penalty: 3058.072510
	Iteration 0F: 2 clusters Score -2.368588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112970 members 
Mstep: Class 2 contains 113629 members 
Entering Unmasked Estep 
Score: -23547554.000000 Penalty: 6116.145020
	Iteration 0F: 3 clusters Score -2.354755e+07 nChanged 109261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108461 members 
Mstep: Class 2 contains 118138 members 
Entering Unmasked Estep 
Score: -23610648.000000 Penalty: 6116.145020
	Iteration 1F: 3 clusters Score -2.361065e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 121198 members 
Entering Unmasked Estep 
Score: -23611756.000000 Penalty: 6116.145020
	Iteration 2Q: 3 clusters Score -2.361176e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -23613316.000000 Penalty: 6116.145020
	Iteration 3Q: 3 clusters Score -2.361332e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 133189 members 
Entering Unmasked Estep 
Score: -23616136.000000 Penalty: 6116.145020
	Iteration 4Q: 3 clusters Score -2.361614e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 143924 members 
Entering Unmasked Estep 
Score: -23621506.000000 Penalty: 6116.145020
	Iteration 5F: 3 clusters Score -2.362151e+07 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 158725 members 
Entering Unmasked Estep 
Score: -23631110.000000 Penalty: 6116.145020
	Iteration 6F: 3 clusters Score -2.363111e+07 nChanged 18259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 176878 members 
Entering Unmasked Estep 
Score: -23645664.000000 Penalty: 6116.145020
	Iteration 7F: 3 clusters Score -2.364566e+07 nChanged 18451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 195297 members 
Entering Unmasked Estep 
Score: -23662688.000000 Penalty: 6116.145020
	Iteration 8F: 3 clusters Score -2.366269e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 209920 members 
Entering Unmasked Estep 
Score: -23673154.000000 Penalty: 6116.145020
	Iteration 9F: 3 clusters Score -2.367315e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 218089 members 
Entering Unmasked Estep 
Score: -23678332.000000 Penalty: 6116.145020
	Iteration 10Q: 3 clusters Score -2.367833e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 222087 members 
Entering Unmasked Estep 
Score: -23680836.000000 Penalty: 6116.145020
	Iteration 11Q: 3 clusters Score -2.368084e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 223974 members 
Entering Unmasked Estep 
Score: -23682134.000000 Penalty: 6116.145020
	Iteration 12Q: 3 clusters Score -2.368213e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 224852 members 
Entering Unmasked Estep 
Score: -23682566.000000 Penalty: 6116.145020
	Iteration 13Q: 3 clusters Score -2.368257e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 225315 members 
Entering Unmasked Estep 
Score: -23682874.000000 Penalty: 6116.145020
	Iteration 14Q: 3 clusters Score -2.368287e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 225566 members 
Entering Unmasked Estep 
Score: -23683102.000000 Penalty: 6116.145020
	Iteration 15Q: 3 clusters Score -2.36831e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 225698 members 
Entering Unmasked Estep 
Score: -23683226.000000 Penalty: 6116.145020
	Iteration 16Q: 3 clusters Score -2.368323e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 225756 members 
Entering Unmasked Estep 
Score: -23683258.000000 Penalty: 6116.145020
	Iteration 17Q: 3 clusters Score -2.368326e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 225796 members 
Entering Unmasked Estep 
Score: -23683318.000000 Penalty: 6116.145020
	Iteration 18Q: 3 clusters Score -2.368332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 225826 members 
Entering Unmasked Estep 
Score: -23683338.000000 Penalty: 6116.145020
	Iteration 19Q: 3 clusters Score -2.368334e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 225842 members 
Entering Unmasked Estep 
Score: -23683344.000000 Penalty: 6116.145020
	Iteration 20F: 3 clusters Score -2.368334e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 225851 members 
Entering Unmasked Estep 
Score: -23683372.000000 Penalty: 6116.145020
	Iteration 21Q: 3 clusters Score -2.368337e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 225860 members 
Entering Unmasked Estep 
Score: -23683380.000000 Penalty: 6116.145020
	Iteration 22Q: 3 clusters Score -2.368338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 225872 members 
Entering Unmasked Estep 
Score: -23683390.000000 Penalty: 6116.145020
	Iteration 23Q: 3 clusters Score -2.368339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 225881 members 
Entering Unmasked Estep 
Score: -23683398.000000 Penalty: 6116.145020
	Iteration 24Q: 3 clusters Score -2.36834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 225890 members 
Entering Unmasked Estep 
Score: -23683410.000000 Penalty: 6116.145020
	Iteration 25Q: 3 clusters Score -2.368341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 225901 members 
Entering Unmasked Estep 
Score: -23683390.000000 Penalty: 6116.145020
	Iteration 26Q: 3 clusters Score -2.368339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 225915 members 
Entering Unmasked Estep 
Score: -23683408.000000 Penalty: 6116.145020
	Iteration 27Q: 3 clusters Score -2.368341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 225933 members 
Entering Unmasked Estep 
Score: -23683426.000000 Penalty: 6116.145020
	Iteration 28Q: 3 clusters Score -2.368343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 225933 members 
Entering Unmasked Estep 
Score: -23683442.000000 Penalty: 6116.145020
	Iteration 29Q: 3 clusters Score -2.368344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 225935 members 
Entering Unmasked Estep 
Score: -23683450.000000 Penalty: 6116.145020
	Iteration 30Q: 3 clusters Score -2.368345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 225934 members 
Entering Unmasked Estep 
Score: -23683458.000000 Penalty: 6116.145020
	Iteration 31Q: 3 clusters Score -2.368346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 225934 members 
Entering Unmasked Estep 
Score: -23683468.000000 Penalty: 6116.145020
	Iteration 32Q: 3 clusters Score -2.368347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 225937 members 
Entering Unmasked Estep 
Score: -23683478.000000 Penalty: 6116.145020
	Iteration 33Q: 3 clusters Score -2.368348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 225939 members 
Entering Unmasked Estep 
Score: -23683468.000000 Penalty: 6116.145020
	Iteration 34Q: 3 clusters Score -2.368347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 225941 members 
Entering Unmasked Estep 
Score: -23683470.000000 Penalty: 6116.145020
	Iteration 35Q: 3 clusters Score -2.368347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 225943 members 
Entering Unmasked Estep 
Score: -23683450.000000 Penalty: 6116.145020
	Iteration 36Q: 3 clusters Score -2.368345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 225944 members 
Entering Unmasked Estep 
Score: -23683456.000000 Penalty: 6116.145020
	Iteration 37Q: 3 clusters Score -2.368346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 225945 members 
Entering Unmasked Estep 
Score: -23683464.000000 Penalty: 6116.145020
	Iteration 38Q: 3 clusters Score -2.368346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 225946 members 
Entering Unmasked Estep 
Score: -23683454.000000 Penalty: 6116.145020
	Iteration 39Q: 3 clusters Score -2.368345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 225948 members 
Entering Unmasked Estep 
Score: -23683436.000000 Penalty: 6116.145020
	Iteration 40F: 3 clusters Score -2.368344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 225946 members 
Entering Unmasked Estep 
Score: -23683440.000000 Penalty: 6116.145020
	Iteration 41Q: 3 clusters Score -2.368344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 225947 members 
Entering Unmasked Estep 
Score: -23683434.000000 Penalty: 6116.145020
	Iteration 42Q: 3 clusters Score -2.368343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 225948 members 
Entering Unmasked Estep 
Score: -23683430.000000 Penalty: 6116.145020
	Iteration 43Q: 3 clusters Score -2.368343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 225948 members 
Entering Unmasked Estep 
Score: -23683430.000000 Penalty: 6116.145020
	Iteration 44F: 3 clusters Score -2.368343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75060.554688 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75060.55 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75433.398438 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75433.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75600.164062 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75600.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75700.007812 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -75700.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75744.007812 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -75744.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75774.875000 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -75774.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75806.953125 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -75806.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75846.781250 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -75846.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -75894.632812 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -75894.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -75911.937500 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -75911.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75915.898438 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -75915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75920.031250 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -75920.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75926.007812 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -75926.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -75932.789062 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -75932.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -75935.101562 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -75935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75937.507812 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -75937.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75939.304688 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -75939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75939.304688 Penalty: 3337.992676
	Iteration 17F: 3 clusters Score -75939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Entering Unmasked Estep 
Score: -9216010.000000 Penalty: 2822.106689
	Iteration 0F: 2 clusters Score -9216010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -9157537.000000 Penalty: 5644.213379
	Iteration 0F: 3 clusters Score -9157537 nChanged 41106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -9180627.000000 Penalty: 5644.213379
	Iteration 1F: 3 clusters Score -9180627 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -9181447.000000 Penalty: 5644.213379
	Iteration 2Q: 3 clusters Score -9181447 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -9182466.000000 Penalty: 5644.213379
	Iteration 3Q: 3 clusters Score -9182466 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -9183776.000000 Penalty: 5644.213379
	Iteration 4Q: 3 clusters Score -9183776 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -9185913.000000 Penalty: 5644.213379
	Iteration 5F: 3 clusters Score -9185913 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -9189274.000000 Penalty: 5644.213379
	Iteration 6F: 3 clusters Score -9189274 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -9194112.000000 Penalty: 5644.213379
	Iteration 7F: 3 clusters Score -9194112 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -9200070.000000 Penalty: 5644.213379
	Iteration 8F: 3 clusters Score -9200070 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -9205369.000000 Penalty: 5644.213379
	Iteration 9F: 3 clusters Score -9205369 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -9208472.000000 Penalty: 5644.213379
	Iteration 10Q: 3 clusters Score -9208472 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -9210058.000000 Penalty: 5644.213379
	Iteration 11Q: 3 clusters Score -9210058 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -9210812.000000 Penalty: 5644.213379
	Iteration 12Q: 3 clusters Score -9210812 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -9211344.000000 Penalty: 5644.213379
	Iteration 13Q: 3 clusters Score -9211344 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -9211732.000000 Penalty: 5644.213379
	Iteration 14Q: 3 clusters Score -9211732 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -9212096.000000 Penalty: 5644.213379
	Iteration 15Q: 3 clusters Score -9212096 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -9212378.000000 Penalty: 5644.213379
	Iteration 16Q: 3 clusters Score -9212378 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -9212589.000000 Penalty: 5644.213379
	Iteration 17Q: 3 clusters Score -9212589 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -9212783.000000 Penalty: 5644.213379
	Iteration 18Q: 3 clusters Score -9212783 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 82306 members 
Entering Unmasked Estep 
Score: -9212932.000000 Penalty: 5644.213379
	Iteration 19Q: 3 clusters Score -9212932 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -9213078.000000 Penalty: 5644.213379
	Iteration 20F: 3 clusters Score -9213078 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -9213213.000000 Penalty: 5644.213379
	Iteration 21Q: 3 clusters Score -9213213 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -9213348.000000 Penalty: 5644.213379
	Iteration 22Q: 3 clusters Score -9213348 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -9213432.000000 Penalty: 5644.213379
	Iteration 23Q: 3 clusters Score -9213432 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -9213527.000000 Penalty: 5644.213379
	Iteration 24Q: 3 clusters Score -9213527 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -9213596.000000 Penalty: 5644.213379
	Iteration 25Q: 3 clusters Score -9213596 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -9213640.000000 Penalty: 5644.213379
	Iteration 26Q: 3 clusters Score -9213640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -9213689.000000 Penalty: 5644.213379
	Iteration 27Q: 3 clusters Score -9213689 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -9213718.000000 Penalty: 5644.213379
	Iteration 28Q: 3 clusters Score -9213718 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -9213717.000000 Penalty: 5644.213379
	Iteration 29Q: 3 clusters Score -9213717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -9213743.000000 Penalty: 5644.213379
	Iteration 30Q: 3 clusters Score -9213743 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 84982 members 
Entering Unmasked Estep 
Score: -9213783.000000 Penalty: 5644.213379
	Iteration 31Q: 3 clusters Score -9213783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -9213804.000000 Penalty: 5644.213379
	Iteration 32Q: 3 clusters Score -9213804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -9213831.000000 Penalty: 5644.213379
	Iteration 33Q: 3 clusters Score -9213831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -9213840.000000 Penalty: 5644.213379
	Iteration 34Q: 3 clusters Score -9213840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -9213875.000000 Penalty: 5644.213379
	Iteration 35Q: 3 clusters Score -9213875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -9213914.000000 Penalty: 5644.213379
	Iteration 36Q: 3 clusters Score -9213914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -9213922.000000 Penalty: 5644.213379
	Iteration 37Q: 3 clusters Score -9213922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -9213909.000000 Penalty: 5644.213379
	Iteration 38Q: 3 clusters Score -9213909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 85498 members 
Entering Unmasked Estep 
Score: -9213932.000000 Penalty: 5644.213379
	Iteration 39Q: 3 clusters Score -9213932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -9213936.000000 Penalty: 5644.213379
	Iteration 40F: 3 clusters Score -9213936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 85577 members 
Entering Unmasked Estep 
Score: -9213953.000000 Penalty: 5644.213379
	Iteration 41Q: 3 clusters Score -9213953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -9213970.000000 Penalty: 5644.213379
	Iteration 42Q: 3 clusters Score -9213970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -9213970.000000 Penalty: 5644.213379
	Iteration 43Q: 3 clusters Score -9213970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 85674 members 
Entering Unmasked Estep 
Score: -9213980.000000 Penalty: 5644.213379
	Iteration 44Q: 3 clusters Score -9213980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -9213985.000000 Penalty: 5644.213379
	Iteration 45Q: 3 clusters Score -9213985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -9213986.000000 Penalty: 5644.213379
	Iteration 46Q: 3 clusters Score -9213986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -9213981.000000 Penalty: 5644.213379
	Iteration 47Q: 3 clusters Score -9213981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -9213976.000000 Penalty: 5644.213379
	Iteration 48Q: 3 clusters Score -9213976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -9213981.000000 Penalty: 5644.213379
	Iteration 49Q: 3 clusters Score -9213981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 85726 members 
Entering Unmasked Estep 
Score: -9213989.000000 Penalty: 5644.213379
	Iteration 50Q: 3 clusters Score -9213989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -9213983.000000 Penalty: 5644.213379
	Iteration 51Q: 3 clusters Score -9213983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -9213989.000000 Penalty: 5644.213379
	Iteration 52Q: 3 clusters Score -9213989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -9213982.000000 Penalty: 5644.213379
	Iteration 53Q: 3 clusters Score -9213982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -9213984.000000 Penalty: 5644.213379
	Iteration 54Q: 3 clusters Score -9213984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 85754 members 
Entering Unmasked Estep 
Score: -9213983.000000 Penalty: 5644.213379
	Iteration 55Q: 3 clusters Score -9213983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -9213984.000000 Penalty: 5644.213379
	Iteration 56Q: 3 clusters Score -9213984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -9213980.000000 Penalty: 5644.213379
	Iteration 57Q: 3 clusters Score -9213980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -9213982.000000 Penalty: 5644.213379
	Iteration 58Q: 3 clusters Score -9213982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -9213977.000000 Penalty: 5644.213379
	Iteration 59Q: 3 clusters Score -9213977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 85773 members 
Entering Unmasked Estep 
Score: -9213977.000000 Penalty: 5644.213379
	Iteration 60F: 3 clusters Score -9213977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
Score: -9213979.000000 Penalty: 5644.213379
	Iteration 61Q: 3 clusters Score -9213979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -9213974.000000 Penalty: 5644.213379
	Iteration 62Q: 3 clusters Score -9213974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 85785 members 
Entering Unmasked Estep 
Score: -9213974.000000 Penalty: 5644.213379
	Iteration 63Q: 3 clusters Score -9213974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -9213974.000000 Penalty: 5644.213379
	Iteration 64Q: 3 clusters Score -9213974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -9213985.000000 Penalty: 5644.213379
	Iteration 65Q: 3 clusters Score -9213985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 85794 members 
Entering Unmasked Estep 
Score: -9213980.000000 Penalty: 5644.213379
	Iteration 66Q: 3 clusters Score -9213980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -9213986.000000 Penalty: 5644.213379
	Iteration 67Q: 3 clusters Score -9213986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -9213986.000000 Penalty: 5644.213379
	Iteration 68F: 3 clusters Score -9213986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Entering Unmasked Estep 
Score: -1023285.250000 Penalty: 2289.803711
	Iteration 0F: 2 clusters Score -1023285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1015604.687500 Penalty: 4579.607422
	Iteration 0F: 3 clusters Score -1015605 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1017762.875000 Penalty: 4579.607422
	Iteration 1F: 3 clusters Score -1017763 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1018044.437500 Penalty: 4579.607422
	Iteration 2F: 3 clusters Score -1018044 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1018264.437500 Penalty: 4579.607422
	Iteration 3Q: 3 clusters Score -1018264 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1018505.562500 Penalty: 4579.607422
	Iteration 4Q: 3 clusters Score -1018506 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1018890.500000 Penalty: 4579.607422
	Iteration 5Q: 3 clusters Score -1018890 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1019396.937500 Penalty: 4579.607422
	Iteration 6Q: 3 clusters Score -1019397 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1019994.687500 Penalty: 4579.607422
	Iteration 7F: 3 clusters Score -1019995 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1020547.500000 Penalty: 4579.607422
	Iteration 8F: 3 clusters Score -1020548 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1021042.250000 Penalty: 4579.607422
	Iteration 9F: 3 clusters Score -1021042 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1021437.000000 Penalty: 4579.607422
	Iteration 10F: 3 clusters Score -1021437 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1021748.187500 Penalty: 4579.607422
	Iteration 11Q: 3 clusters Score -1021748 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1021931.375000 Penalty: 4579.607422
	Iteration 12Q: 3 clusters Score -1021931 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1022038.875000 Penalty: 4579.607422
	Iteration 13Q: 3 clusters Score -1022039 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1022093.000000 Penalty: 4579.607422
	Iteration 14Q: 3 clusters Score -1022093 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1022135.500000 Penalty: 4579.607422
	Iteration 15Q: 3 clusters Score -1022136 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1022156.812500 Penalty: 4579.607422
	Iteration 16Q: 3 clusters Score -1022157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1022168.875000 Penalty: 4579.607422
	Iteration 17Q: 3 clusters Score -1022169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1022179.562500 Penalty: 4579.607422
	Iteration 18Q: 3 clusters Score -1022180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1022185.437500 Penalty: 4579.607422
	Iteration 19Q: 3 clusters Score -1022185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1022191.125000 Penalty: 4579.607422
	Iteration 20F: 3 clusters Score -1022191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1022194.750000 Penalty: 4579.607422
	Iteration 21Q: 3 clusters Score -1022195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1022198.187500 Penalty: 4579.607422
	Iteration 22Q: 3 clusters Score -1022198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1022198.437500 Penalty: 4579.607422
	Iteration 23Q: 3 clusters Score -1022198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1022199.812500 Penalty: 4579.607422
	Iteration 24Q: 3 clusters Score -1022200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1022200.687500 Penalty: 4579.607422
	Iteration 25Q: 3 clusters Score -1022201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1022201.687500 Penalty: 4579.607422
	Iteration 26Q: 3 clusters Score -1022202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1022201.750000 Penalty: 4579.607422
	Iteration 27Q: 3 clusters Score -1022202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1022202.312500 Penalty: 4579.607422
	Iteration 28Q: 3 clusters Score -1022202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1022203.125000 Penalty: 4579.607422
	Iteration 29Q: 3 clusters Score -1022203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1022202.750000 Penalty: 4579.607422
	Iteration 30Q: 3 clusters Score -1022203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1022205.500000 Penalty: 4579.607422
	Iteration 31Q: 3 clusters Score -1022206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1022206.062500 Penalty: 4579.607422
	Iteration 32Q: 3 clusters Score -1022206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1022210.125000 Penalty: 4579.607422
	Iteration 33Q: 3 clusters Score -1022210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1022210.187500 Penalty: 4579.607422
	Iteration 34Q: 3 clusters Score -1022210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1022207.812500 Penalty: 4579.607422
	Iteration 35Q: 3 clusters Score -1022208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1022207.750000 Penalty: 4579.607422
	Iteration 36Q: 3 clusters Score -1022208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1022208.500000 Penalty: 4579.607422
	Iteration 37Q: 3 clusters Score -1022208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1022209.312500 Penalty: 4579.607422
	Iteration 38Q: 3 clusters Score -1022209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1022206.187500 Penalty: 4579.607422
	Iteration 39Q: 3 clusters Score -1022206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1022208.250000 Penalty: 4579.607422
	Iteration 40F: 3 clusters Score -1022208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1022208.125000 Penalty: 4579.607422
	Iteration 41Q: 3 clusters Score -1022208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1022207.937500 Penalty: 4579.607422
	Iteration 42Q: 3 clusters Score -1022208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1022208.750000 Penalty: 4579.607422
	Iteration 43Q: 3 clusters Score -1022209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1022207.562500 Penalty: 4579.607422
	Iteration 44Q: 3 clusters Score -1022208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1022206.500000 Penalty: 4579.607422
	Iteration 45Q: 3 clusters Score -1022206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1022209.312500 Penalty: 4579.607422
	Iteration 46Q: 3 clusters Score -1022209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1022210.187500 Penalty: 4579.607422
	Iteration 47Q: 3 clusters Score -1022210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1022208.687500 Penalty: 4579.607422
	Iteration 48Q: 3 clusters Score -1022209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1022210.812500 Penalty: 4579.607422
	Iteration 49Q: 3 clusters Score -1022211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1022212.875000 Penalty: 4579.607422
	Iteration 50Q: 3 clusters Score -1022213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1022212.562500 Penalty: 4579.607422
	Iteration 51Q: 3 clusters Score -1022213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1022212.687500 Penalty: 4579.607422
	Iteration 52Q: 3 clusters Score -1022213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1022214.000000 Penalty: 4579.607422
	Iteration 53Q: 3 clusters Score -1022214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1022211.812500 Penalty: 4579.607422
	Iteration 54Q: 3 clusters Score -1022212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1022211.312500 Penalty: 4579.607422
	Iteration 55Q: 3 clusters Score -1022211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1022213.250000 Penalty: 4579.607422
	Iteration 56Q: 3 clusters Score -1022213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1022213.812500 Penalty: 4579.607422
	Iteration 57Q: 3 clusters Score -1022214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1022214.437500 Penalty: 4579.607422
	Iteration 58Q: 3 clusters Score -1022214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1022214.437500 Penalty: 4579.607422
	Iteration 59F: 3 clusters Score -1022214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Entering Unmasked Estep 
Score: -3556999.250000 Penalty: 2583.230225
	Iteration 0F: 2 clusters Score -3556999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3534136.250000 Penalty: 5166.460449
	Iteration 0F: 3 clusters Score -3534136 nChanged 15248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3542581.000000 Penalty: 5166.460449
	Iteration 1F: 3 clusters Score -3542581 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3543028.750000 Penalty: 5166.460449
	Iteration 2Q: 3 clusters Score -3543029 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3543443.250000 Penalty: 5166.460449
	Iteration 3Q: 3 clusters Score -3543443 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3543878.500000 Penalty: 5166.460449
	Iteration 4Q: 3 clusters Score -3543878 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3544418.750000 Penalty: 5166.460449
	Iteration 5Q: 3 clusters Score -3544419 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -3545176.500000 Penalty: 5166.460449
	Iteration 6Q: 3 clusters Score -3545176 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3546289.250000 Penalty: 5166.460449
	Iteration 7F: 3 clusters Score -3546289 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3547861.750000 Penalty: 5166.460449
	Iteration 8F: 3 clusters Score -3547862 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3549911.250000 Penalty: 5166.460449
	Iteration 9F: 3 clusters Score -3549911 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -3551985.750000 Penalty: 5166.460449
	Iteration 10F: 3 clusters Score -3551986 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -3553384.250000 Penalty: 5166.460449
	Iteration 11Q: 3 clusters Score -3553384 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -3554106.000000 Penalty: 5166.460449
	Iteration 12Q: 3 clusters Score -3554106 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -3554471.500000 Penalty: 5166.460449
	Iteration 13Q: 3 clusters Score -3554472 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -3554687.500000 Penalty: 5166.460449
	Iteration 14Q: 3 clusters Score -3554688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3554805.500000 Penalty: 5166.460449
	Iteration 15Q: 3 clusters Score -3554806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -3554871.000000 Penalty: 5166.460449
	Iteration 16Q: 3 clusters Score -3554871 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -3554907.750000 Penalty: 5166.460449
	Iteration 17Q: 3 clusters Score -3554908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -3554939.750000 Penalty: 5166.460449
	Iteration 18Q: 3 clusters Score -3554940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3554960.750000 Penalty: 5166.460449
	Iteration 19Q: 3 clusters Score -3554961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -3554984.000000 Penalty: 5166.460449
	Iteration 20F: 3 clusters Score -3554984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3555003.750000 Penalty: 5166.460449
	Iteration 21Q: 3 clusters Score -3555004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3555018.750000 Penalty: 5166.460449
	Iteration 22Q: 3 clusters Score -3555019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3555025.500000 Penalty: 5166.460449
	Iteration 23Q: 3 clusters Score -3555026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -3555027.250000 Penalty: 5166.460449
	Iteration 24Q: 3 clusters Score -3555027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3555032.250000 Penalty: 5166.460449
	Iteration 25Q: 3 clusters Score -3555032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -3555031.000000 Penalty: 5166.460449
	Iteration 26Q: 3 clusters Score -3555031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3555030.250000 Penalty: 5166.460449
	Iteration 27Q: 3 clusters Score -3555030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3555036.250000 Penalty: 5166.460449
	Iteration 28Q: 3 clusters Score -3555036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3555034.500000 Penalty: 5166.460449
	Iteration 29Q: 3 clusters Score -3555034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3555033.000000 Penalty: 5166.460449
	Iteration 30Q: 3 clusters Score -3555033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -3555036.500000 Penalty: 5166.460449
	Iteration 31Q: 3 clusters Score -3555036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -3555036.250000 Penalty: 5166.460449
	Iteration 32Q: 3 clusters Score -3555036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -3555036.250000 Penalty: 5166.460449
	Iteration 33F: 3 clusters Score -3555036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Entering Unmasked Estep 
Score: -1494707.125000 Penalty: 2375.421143
	Iteration 0F: 2 clusters Score -1494707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1484347.125000 Penalty: 4750.842285
	Iteration 0F: 3 clusters Score -1484347 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1487806.000000 Penalty: 4750.842285
	Iteration 1F: 3 clusters Score -1487806 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1488481.000000 Penalty: 4750.842285
	Iteration 2F: 3 clusters Score -1488481 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1489349.375000 Penalty: 4750.842285
	Iteration 3F: 3 clusters Score -1489349 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1490439.750000 Penalty: 4750.842285
	Iteration 4F: 3 clusters Score -1490440 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1491491.875000 Penalty: 4750.842285
	Iteration 5F: 3 clusters Score -1491492 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1492258.250000 Penalty: 4750.842285
	Iteration 6F: 3 clusters Score -1492258 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1492743.500000 Penalty: 4750.842285
	Iteration 7Q: 3 clusters Score -1492744 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1493007.500000 Penalty: 4750.842285
	Iteration 8Q: 3 clusters Score -1493008 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1493195.875000 Penalty: 4750.842285
	Iteration 9Q: 3 clusters Score -1493196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1493325.375000 Penalty: 4750.842285
	Iteration 10Q: 3 clusters Score -1493325 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1493421.000000 Penalty: 4750.842285
	Iteration 11Q: 3 clusters Score -1493421 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1493493.250000 Penalty: 4750.842285
	Iteration 12Q: 3 clusters Score -1493493 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1493532.875000 Penalty: 4750.842285
	Iteration 13Q: 3 clusters Score -1493533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1493562.375000 Penalty: 4750.842285
	Iteration 14Q: 3 clusters Score -1493562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1493581.250000 Penalty: 4750.842285
	Iteration 15Q: 3 clusters Score -1493581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1493598.250000 Penalty: 4750.842285
	Iteration 16Q: 3 clusters Score -1493598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1493606.625000 Penalty: 4750.842285
	Iteration 17Q: 3 clusters Score -1493607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1493617.000000 Penalty: 4750.842285
	Iteration 18Q: 3 clusters Score -1493617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1493625.250000 Penalty: 4750.842285
	Iteration 19Q: 3 clusters Score -1493625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1493633.750000 Penalty: 4750.842285
	Iteration 20F: 3 clusters Score -1493634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1493637.375000 Penalty: 4750.842285
	Iteration 21Q: 3 clusters Score -1493637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1493639.125000 Penalty: 4750.842285
	Iteration 22Q: 3 clusters Score -1493639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1493642.000000 Penalty: 4750.842285
	Iteration 23Q: 3 clusters Score -1493642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1493643.125000 Penalty: 4750.842285
	Iteration 24Q: 3 clusters Score -1493643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1493651.875000 Penalty: 4750.842285
	Iteration 25Q: 3 clusters Score -1493652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1493654.875000 Penalty: 4750.842285
	Iteration 26Q: 3 clusters Score -1493655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1493658.000000 Penalty: 4750.842285
	Iteration 27Q: 3 clusters Score -1493658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1493661.625000 Penalty: 4750.842285
	Iteration 28Q: 3 clusters Score -1493662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1493662.750000 Penalty: 4750.842285
	Iteration 29Q: 3 clusters Score -1493663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1493663.125000 Penalty: 4750.842285
	Iteration 30Q: 3 clusters Score -1493663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1493663.125000 Penalty: 4750.842285
	Iteration 31Q: 3 clusters Score -1493663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1493664.375000 Penalty: 4750.842285
	Iteration 32Q: 3 clusters Score -1493664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1493666.250000 Penalty: 4750.842285
	Iteration 33Q: 3 clusters Score -1493666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1493666.500000 Penalty: 4750.842285
	Iteration 34Q: 3 clusters Score -1493666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1493667.000000 Penalty: 4750.842285
	Iteration 35Q: 3 clusters Score -1493667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1493667.500000 Penalty: 4750.842285
	Iteration 36Q: 3 clusters Score -1493668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1493666.625000 Penalty: 4750.842285
	Iteration 37Q: 3 clusters Score -1493667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1493666.625000 Penalty: 4750.842285
	Iteration 38F: 3 clusters Score -1493667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Entering Unmasked Estep 
Score: -717923.937500 Penalty: 2192.535645
	Iteration 0F: 2 clusters Score -717923.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -712161.437500 Penalty: 4385.071289
	Iteration 0F: 3 clusters Score -712161.4 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -713606.750000 Penalty: 4385.071289
	Iteration 1F: 3 clusters Score -713606.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -713826.312500 Penalty: 4385.071289
	Iteration 2F: 3 clusters Score -713826.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -713979.625000 Penalty: 4385.071289
	Iteration 3Q: 3 clusters Score -713979.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -714091.625000 Penalty: 4385.071289
	Iteration 4Q: 3 clusters Score -714091.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -714162.312500 Penalty: 4385.071289
	Iteration 5Q: 3 clusters Score -714162.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -714217.062500 Penalty: 4385.071289
	Iteration 6Q: 3 clusters Score -714217.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -714277.125000 Penalty: 4385.071289
	Iteration 7Q: 3 clusters Score -714277.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -714333.750000 Penalty: 4385.071289
	Iteration 8Q: 3 clusters Score -714333.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -714393.937500 Penalty: 4385.071289
	Iteration 9Q: 3 clusters Score -714393.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -714455.687500 Penalty: 4385.071289
	Iteration 10Q: 3 clusters Score -714455.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -714512.562500 Penalty: 4385.071289
	Iteration 11Q: 3 clusters Score -714512.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -714562.687500 Penalty: 4385.071289
	Iteration 12Q: 3 clusters Score -714562.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -714620.937500 Penalty: 4385.071289
	Iteration 13Q: 3 clusters Score -714620.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -714689.125000 Penalty: 4385.071289
	Iteration 14Q: 3 clusters Score -714689.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -714770.000000 Penalty: 4385.071289
	Iteration 15Q: 3 clusters Score -714770 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -714857.875000 Penalty: 4385.071289
	Iteration 16Q: 3 clusters Score -714857.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -714943.687500 Penalty: 4385.071289
	Iteration 17Q: 3 clusters Score -714943.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -715027.812500 Penalty: 4385.071289
	Iteration 18Q: 3 clusters Score -715027.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -715098.187500 Penalty: 4385.071289
	Iteration 19Q: 3 clusters Score -715098.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -715177.125000 Penalty: 4385.071289
	Iteration 20F: 3 clusters Score -715177.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -715248.375000 Penalty: 4385.071289
	Iteration 21Q: 3 clusters Score -715248.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -715317.375000 Penalty: 4385.071289
	Iteration 22Q: 3 clusters Score -715317.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -715391.250000 Penalty: 4385.071289
	Iteration 23Q: 3 clusters Score -715391.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -715460.187500 Penalty: 4385.071289
	Iteration 24Q: 3 clusters Score -715460.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -715523.437500 Penalty: 4385.071289
	Iteration 25Q: 3 clusters Score -715523.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -715578.750000 Penalty: 4385.071289
	Iteration 26Q: 3 clusters Score -715578.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -715629.500000 Penalty: 4385.071289
	Iteration 27Q: 3 clusters Score -715629.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -715675.375000 Penalty: 4385.071289
	Iteration 28Q: 3 clusters Score -715675.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -715717.125000 Penalty: 4385.071289
	Iteration 29Q: 3 clusters Score -715717.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -715759.125000 Penalty: 4385.071289
	Iteration 30Q: 3 clusters Score -715759.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -715791.437500 Penalty: 4385.071289
	Iteration 31Q: 3 clusters Score -715791.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -715817.562500 Penalty: 4385.071289
	Iteration 32Q: 3 clusters Score -715817.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -715843.250000 Penalty: 4385.071289
	Iteration 33Q: 3 clusters Score -715843.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -715862.187500 Penalty: 4385.071289
	Iteration 34Q: 3 clusters Score -715862.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -715877.250000 Penalty: 4385.071289
	Iteration 35Q: 3 clusters Score -715877.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -715886.437500 Penalty: 4385.071289
	Iteration 36Q: 3 clusters Score -715886.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -715896.812500 Penalty: 4385.071289
	Iteration 37Q: 3 clusters Score -715896.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -715909.875000 Penalty: 4385.071289
	Iteration 38Q: 3 clusters Score -715909.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -715925.437500 Penalty: 4385.071289
	Iteration 39Q: 3 clusters Score -715925.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -715937.250000 Penalty: 4385.071289
	Iteration 40F: 3 clusters Score -715937.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -715951.812500 Penalty: 4385.071289
	Iteration 41Q: 3 clusters Score -715951.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -715968.187500 Penalty: 4385.071289
	Iteration 42Q: 3 clusters Score -715968.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -715985.125000 Penalty: 4385.071289
	Iteration 43Q: 3 clusters Score -715985.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -716000.937500 Penalty: 4385.071289
	Iteration 44Q: 3 clusters Score -716000.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -716014.500000 Penalty: 4385.071289
	Iteration 45Q: 3 clusters Score -716014.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -716026.750000 Penalty: 4385.071289
	Iteration 46Q: 3 clusters Score -716026.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -716037.687500 Penalty: 4385.071289
	Iteration 47Q: 3 clusters Score -716037.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -716044.875000 Penalty: 4385.071289
	Iteration 48Q: 3 clusters Score -716044.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -716057.625000 Penalty: 4385.071289
	Iteration 49Q: 3 clusters Score -716057.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -716065.062500 Penalty: 4385.071289
	Iteration 50Q: 3 clusters Score -716065.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -716068.562500 Penalty: 4385.071289
	Iteration 51Q: 3 clusters Score -716068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -716074.500000 Penalty: 4385.071289
	Iteration 52Q: 3 clusters Score -716074.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -716077.562500 Penalty: 4385.071289
	Iteration 53Q: 3 clusters Score -716077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -716078.500000 Penalty: 4385.071289
	Iteration 54Q: 3 clusters Score -716078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -716078.437500 Penalty: 4385.071289
	Iteration 55Q: 3 clusters Score -716078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -716078.437500 Penalty: 4385.071289
	Iteration 56Q: 3 clusters Score -716078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -716080.000000 Penalty: 4385.071289
	Iteration 57Q: 3 clusters Score -716080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -716082.375000 Penalty: 4385.071289
	Iteration 58Q: 3 clusters Score -716082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -716084.750000 Penalty: 4385.071289
	Iteration 59Q: 3 clusters Score -716084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -716087.500000 Penalty: 4385.071289
	Iteration 60F: 3 clusters Score -716087.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -716088.375000 Penalty: 4385.071289
	Iteration 61Q: 3 clusters Score -716088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -716088.375000 Penalty: 4385.071289
	Iteration 62F: 3 clusters Score -716088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -165853.312500 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -165853.3 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 892 members 
Entering Unmasked Estep 
Score: -163531.671875 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -163531.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -164702.250000 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -164702.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -165312.906250 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -165312.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -166267.812500 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -166267.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -166694.578125 Penalty: 3730.304932
	Iteration 4F: 3 clusters Score -166694.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -166797.812500 Penalty: 3730.304932
	Iteration 5Q: 3 clusters Score -166797.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -166870.375000 Penalty: 3730.304932
	Iteration 6Q: 3 clusters Score -166870.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -166933.156250 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -166933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -166951.843750 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -166951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -166953.750000 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -166953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -166956.015625 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -166956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -166958.796875 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -166958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -166967.265625 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -166967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -166975.984375 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -166976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -166985.578125 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -166985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -167006.812500 Penalty: 3730.304932
	Iteration 15Q: 3 clusters Score -167006.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -167040.875000 Penalty: 3730.304932
	Iteration 16Q: 3 clusters Score -167040.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -167068.937500 Penalty: 3730.304932
	Iteration 17Q: 3 clusters Score -167068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -167097.421875 Penalty: 3730.304932
	Iteration 18Q: 3 clusters Score -167097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -167125.546875 Penalty: 3730.304932
	Iteration 19Q: 3 clusters Score -167125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -167140.546875 Penalty: 3730.304932
	Iteration 20F: 3 clusters Score -167140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -167142.406250 Penalty: 3730.304932
	Iteration 21Q: 3 clusters Score -167142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -167142.406250 Penalty: 3730.304932
	Iteration 22F: 3 clusters Score -167142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226599 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87506 members 
Mstep: Class 4 contains 10230 members 
Mstep: Class 5 contains 1350 members 
Mstep: Class 7 contains 33398 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 6911 members 
Mstep: Class 11 contains 496 members 
Mstep: Class 15 contains 38178 members 
Mstep: Class 16 contains 34310 members 
Mstep: Class 17 contains 21335 members 
Mstep: Class 18 contains 180079 members 
Mstep: Class 20 contains 26186 members 
Entering Unmasked Estep 
Score: -70063240.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70063384.000000 to -70063240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (38178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Entering Unmasked Estep 
Score: -3922239.250000 Penalty: 2616.403564
	Iteration 0F: 2 clusters Score -3922239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3896247.750000 Penalty: 5232.807129
	Iteration 0F: 3 clusters Score -3896248 nChanged 17453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3905754.750000 Penalty: 5232.807129
	Iteration 1F: 3 clusters Score -3905755 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3906183.000000 Penalty: 5232.807129
	Iteration 2Q: 3 clusters Score -3906183 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3906598.750000 Penalty: 5232.807129
	Iteration 3Q: 3 clusters Score -3906599 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3906931.500000 Penalty: 5232.807129
	Iteration 4Q: 3 clusters Score -3906932 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3907285.500000 Penalty: 5232.807129
	Iteration 5Q: 3 clusters Score -3907286 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3907704.500000 Penalty: 5232.807129
	Iteration 6Q: 3 clusters Score -3907704 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3908313.500000 Penalty: 5232.807129
	Iteration 7Q: 3 clusters Score -3908314 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3909137.250000 Penalty: 5232.807129
	Iteration 8Q: 3 clusters Score -3909137 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3910334.000000 Penalty: 5232.807129
	Iteration 9F: 3 clusters Score -3910334 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3911922.750000 Penalty: 5232.807129
	Iteration 10F: 3 clusters Score -3911923 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -3913793.500000 Penalty: 5232.807129
	Iteration 11F: 3 clusters Score -3913794 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -3915672.250000 Penalty: 5232.807129
	Iteration 12F: 3 clusters Score -3915672 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -3917298.000000 Penalty: 5232.807129
	Iteration 13Q: 3 clusters Score -3917298 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -3918471.500000 Penalty: 5232.807129
	Iteration 14Q: 3 clusters Score -3918472 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3919150.000000 Penalty: 5232.807129
	Iteration 15Q: 3 clusters Score -3919150 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -3919500.500000 Penalty: 5232.807129
	Iteration 16Q: 3 clusters Score -3919500 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -3919695.500000 Penalty: 5232.807129
	Iteration 17Q: 3 clusters Score -3919696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -3919798.500000 Penalty: 5232.807129
	Iteration 18Q: 3 clusters Score -3919798 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -3919851.250000 Penalty: 5232.807129
	Iteration 19Q: 3 clusters Score -3919851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -3919881.250000 Penalty: 5232.807129
	Iteration 20F: 3 clusters Score -3919881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -3919901.500000 Penalty: 5232.807129
	Iteration 21Q: 3 clusters Score -3919902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -3919931.750000 Penalty: 5232.807129
	Iteration 22Q: 3 clusters Score -3919932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -3919944.500000 Penalty: 5232.807129
	Iteration 23Q: 3 clusters Score -3919944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -3919955.500000 Penalty: 5232.807129
	Iteration 24Q: 3 clusters Score -3919956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -3919960.500000 Penalty: 5232.807129
	Iteration 25Q: 3 clusters Score -3919960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -3919965.500000 Penalty: 5232.807129
	Iteration 26Q: 3 clusters Score -3919966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -3919967.000000 Penalty: 5232.807129
	Iteration 27Q: 3 clusters Score -3919967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -3919967.000000 Penalty: 5232.807129
	Iteration 28F: 3 clusters Score -3919967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Entering Unmasked Estep 
Score: -3653943.250000 Penalty: 2589.911621
	Iteration 0F: 2 clusters Score -3653943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3630522.500000 Penalty: 5179.823242
	Iteration 0F: 3 clusters Score -3630522 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3639108.250000 Penalty: 5179.823242
	Iteration 1F: 3 clusters Score -3639108 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3639505.000000 Penalty: 5179.823242
	Iteration 2Q: 3 clusters Score -3639505 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3639821.500000 Penalty: 5179.823242
	Iteration 3Q: 3 clusters Score -3639822 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3640068.500000 Penalty: 5179.823242
	Iteration 4Q: 3 clusters Score -3640068 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3640288.500000 Penalty: 5179.823242
	Iteration 5Q: 3 clusters Score -3640288 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3640467.250000 Penalty: 5179.823242
	Iteration 6Q: 3 clusters Score -3640467 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3640641.750000 Penalty: 5179.823242
	Iteration 7Q: 3 clusters Score -3640642 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3640790.250000 Penalty: 5179.823242
	Iteration 8Q: 3 clusters Score -3640790 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3640924.250000 Penalty: 5179.823242
	Iteration 9Q: 3 clusters Score -3640924 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3641121.250000 Penalty: 5179.823242
	Iteration 10Q: 3 clusters Score -3641121 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3641347.500000 Penalty: 5179.823242
	Iteration 11Q: 3 clusters Score -3641348 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3641683.750000 Penalty: 5179.823242
	Iteration 12Q: 3 clusters Score -3641684 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3642234.000000 Penalty: 5179.823242
	Iteration 13Q: 3 clusters Score -3642234 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3642994.500000 Penalty: 5179.823242
	Iteration 14Q: 3 clusters Score -3642994 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3643992.250000 Penalty: 5179.823242
	Iteration 15Q: 3 clusters Score -3643992 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3645178.250000 Penalty: 5179.823242
	Iteration 16Q: 3 clusters Score -3645178 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3646479.500000 Penalty: 5179.823242
	Iteration 17Q: 3 clusters Score -3646480 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3647715.500000 Penalty: 5179.823242
	Iteration 18Q: 3 clusters Score -3647716 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3648786.250000 Penalty: 5179.823242
	Iteration 19Q: 3 clusters Score -3648786 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3649658.500000 Penalty: 5179.823242
	Iteration 20F: 3 clusters Score -3649658 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3650264.250000 Penalty: 5179.823242
	Iteration 21Q: 3 clusters Score -3650264 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3650688.500000 Penalty: 5179.823242
	Iteration 22Q: 3 clusters Score -3650688 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3650965.500000 Penalty: 5179.823242
	Iteration 23Q: 3 clusters Score -3650966 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3651176.250000 Penalty: 5179.823242
	Iteration 24Q: 3 clusters Score -3651176 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3651321.750000 Penalty: 5179.823242
	Iteration 25Q: 3 clusters Score -3651322 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3651435.500000 Penalty: 5179.823242
	Iteration 26Q: 3 clusters Score -3651436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3651502.000000 Penalty: 5179.823242
	Iteration 27Q: 3 clusters Score -3651502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3651546.750000 Penalty: 5179.823242
	Iteration 28Q: 3 clusters Score -3651547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3651578.000000 Penalty: 5179.823242
	Iteration 29Q: 3 clusters Score -3651578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3651601.500000 Penalty: 5179.823242
	Iteration 30Q: 3 clusters Score -3651602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3651619.500000 Penalty: 5179.823242
	Iteration 31Q: 3 clusters Score -3651620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3651631.750000 Penalty: 5179.823242
	Iteration 32Q: 3 clusters Score -3651632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3651644.250000 Penalty: 5179.823242
	Iteration 33Q: 3 clusters Score -3651644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3651656.250000 Penalty: 5179.823242
	Iteration 34Q: 3 clusters Score -3651656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3651659.750000 Penalty: 5179.823242
	Iteration 35Q: 3 clusters Score -3651660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3651664.750000 Penalty: 5179.823242
	Iteration 36Q: 3 clusters Score -3651665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3651670.000000 Penalty: 5179.823242
	Iteration 37Q: 3 clusters Score -3651670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3651676.000000 Penalty: 5179.823242
	Iteration 38Q: 3 clusters Score -3651676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3651677.000000 Penalty: 5179.823242
	Iteration 39Q: 3 clusters Score -3651677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3651680.750000 Penalty: 5179.823242
	Iteration 40F: 3 clusters Score -3651681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3651687.750000 Penalty: 5179.823242
	Iteration 41Q: 3 clusters Score -3651688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3651691.000000 Penalty: 5179.823242
	Iteration 42Q: 3 clusters Score -3651691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3651696.000000 Penalty: 5179.823242
	Iteration 43Q: 3 clusters Score -3651696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3651695.750000 Penalty: 5179.823242
	Iteration 44Q: 3 clusters Score -3651696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3651700.750000 Penalty: 5179.823242
	Iteration 45Q: 3 clusters Score -3651701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3651698.250000 Penalty: 5179.823242
	Iteration 46Q: 3 clusters Score -3651698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3651702.250000 Penalty: 5179.823242
	Iteration 47Q: 3 clusters Score -3651702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3651705.750000 Penalty: 5179.823242
	Iteration 48Q: 3 clusters Score -3651706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3651704.500000 Penalty: 5179.823242
	Iteration 49Q: 3 clusters Score -3651704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3651707.250000 Penalty: 5179.823242
	Iteration 50Q: 3 clusters Score -3651707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3651707.750000 Penalty: 5179.823242
	Iteration 51Q: 3 clusters Score -3651708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3651705.000000 Penalty: 5179.823242
	Iteration 52Q: 3 clusters Score -3651705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3651705.000000 Penalty: 5179.823242
	Iteration 53F: 3 clusters Score -3651705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Entering Unmasked Estep 
Score: -2269495.000000 Penalty: 2472.089844
	Iteration 0F: 2 clusters Score -2269495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2254566.000000 Penalty: 4944.179688
	Iteration 0F: 3 clusters Score -2254566 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2259631.000000 Penalty: 4944.179688
	Iteration 1F: 3 clusters Score -2259631 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2260043.500000 Penalty: 4944.179688
	Iteration 2F: 3 clusters Score -2260044 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2260416.000000 Penalty: 4944.179688
	Iteration 3Q: 3 clusters Score -2260416 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2260803.500000 Penalty: 4944.179688
	Iteration 4Q: 3 clusters Score -2260804 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2261306.250000 Penalty: 4944.179688
	Iteration 5Q: 3 clusters Score -2261306 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2261975.250000 Penalty: 4944.179688
	Iteration 6F: 3 clusters Score -2261975 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2262834.000000 Penalty: 4944.179688
	Iteration 7F: 3 clusters Score -2262834 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2263920.000000 Penalty: 4944.179688
	Iteration 8F: 3 clusters Score -2263920 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2265006.000000 Penalty: 4944.179688
	Iteration 9F: 3 clusters Score -2265006 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2265893.500000 Penalty: 4944.179688
	Iteration 10Q: 3 clusters Score -2265894 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2266498.500000 Penalty: 4944.179688
	Iteration 11Q: 3 clusters Score -2266498 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2266868.250000 Penalty: 4944.179688
	Iteration 12Q: 3 clusters Score -2266868 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2267065.000000 Penalty: 4944.179688
	Iteration 13Q: 3 clusters Score -2267065 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2267187.500000 Penalty: 4944.179688
	Iteration 14Q: 3 clusters Score -2267188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2267256.000000 Penalty: 4944.179688
	Iteration 15Q: 3 clusters Score -2267256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2267288.000000 Penalty: 4944.179688
	Iteration 16Q: 3 clusters Score -2267288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2267307.500000 Penalty: 4944.179688
	Iteration 17Q: 3 clusters Score -2267308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2267324.750000 Penalty: 4944.179688
	Iteration 18Q: 3 clusters Score -2267325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2267338.000000 Penalty: 4944.179688
	Iteration 19Q: 3 clusters Score -2267338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2267351.750000 Penalty: 4944.179688
	Iteration 20F: 3 clusters Score -2267352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2267359.250000 Penalty: 4944.179688
	Iteration 21Q: 3 clusters Score -2267359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2267366.750000 Penalty: 4944.179688
	Iteration 22Q: 3 clusters Score -2267367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2267379.000000 Penalty: 4944.179688
	Iteration 23Q: 3 clusters Score -2267379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2267385.250000 Penalty: 4944.179688
	Iteration 24Q: 3 clusters Score -2267385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2267396.500000 Penalty: 4944.179688
	Iteration 25Q: 3 clusters Score -2267396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2267412.500000 Penalty: 4944.179688
	Iteration 26Q: 3 clusters Score -2267412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2267414.750000 Penalty: 4944.179688
	Iteration 27Q: 3 clusters Score -2267415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2267417.500000 Penalty: 4944.179688
	Iteration 28Q: 3 clusters Score -2267418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2267424.000000 Penalty: 4944.179688
	Iteration 29Q: 3 clusters Score -2267424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2267429.500000 Penalty: 4944.179688
	Iteration 30Q: 3 clusters Score -2267430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2267432.000000 Penalty: 4944.179688
	Iteration 31Q: 3 clusters Score -2267432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2267432.000000 Penalty: 4944.179688
	Iteration 32Q: 3 clusters Score -2267432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2267432.000000 Penalty: 4944.179688
	Iteration 33F: 3 clusters Score -2267432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (180079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180079 members 
Entering Unmasked Estep 
Score: -18800038.000000 Penalty: 3001.085449
	Iteration 0F: 2 clusters Score -1.880004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -18686000.000000 Penalty: 6002.170898
	Iteration 0F: 3 clusters Score -1.8686e+07 nChanged 86555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -18736914.000000 Penalty: 6002.170898
	Iteration 1F: 3 clusters Score -1.873691e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -18738672.000000 Penalty: 6002.170898
	Iteration 2Q: 3 clusters Score -1.873867e+07 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -18741248.000000 Penalty: 6002.170898
	Iteration 3Q: 3 clusters Score -1.874125e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -18744850.000000 Penalty: 6002.170898
	Iteration 4Q: 3 clusters Score -1.874485e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -18750102.000000 Penalty: 6002.170898
	Iteration 5F: 3 clusters Score -1.87501e+07 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77952 members 
Mstep: Class 2 contains 102127 members 
Entering Unmasked Estep 
Score: -18756878.000000 Penalty: 6002.170898
	Iteration 6F: 3 clusters Score -1.875688e+07 nChanged 11732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -18765056.000000 Penalty: 6002.170898
	Iteration 7F: 3 clusters Score -1.876506e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -18773078.000000 Penalty: 6002.170898
	Iteration 8F: 3 clusters Score -1.877308e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 109974 members 
Entering Unmasked Estep 
Score: -18778802.000000 Penalty: 6002.170898
	Iteration 9F: 3 clusters Score -1.87788e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 111656 members 
Entering Unmasked Estep 
Score: -18781730.000000 Penalty: 6002.170898
	Iteration 10Q: 3 clusters Score -1.878173e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 113272 members 
Entering Unmasked Estep 
Score: -18783102.000000 Penalty: 6002.170898
	Iteration 11Q: 3 clusters Score -1.87831e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -18783942.000000 Penalty: 6002.170898
	Iteration 12Q: 3 clusters Score -1.878394e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63777 members 
Mstep: Class 2 contains 116302 members 
Entering Unmasked Estep 
Score: -18784588.000000 Penalty: 6002.170898
	Iteration 13Q: 3 clusters Score -1.878459e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 117726 members 
Entering Unmasked Estep 
Score: -18785192.000000 Penalty: 6002.170898
	Iteration 14Q: 3 clusters Score -1.878519e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 119026 members 
Entering Unmasked Estep 
Score: -18785756.000000 Penalty: 6002.170898
	Iteration 15Q: 3 clusters Score -1.878576e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -18786374.000000 Penalty: 6002.170898
	Iteration 16Q: 3 clusters Score -1.878637e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 121490 members 
Entering Unmasked Estep 
Score: -18786786.000000 Penalty: 6002.170898
	Iteration 17Q: 3 clusters Score -1.878679e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 122643 members 
Entering Unmasked Estep 
Score: -18786968.000000 Penalty: 6002.170898
	Iteration 18Q: 3 clusters Score -1.878697e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 123627 members 
Entering Unmasked Estep 
Score: -18787336.000000 Penalty: 6002.170898
	Iteration 19Q: 3 clusters Score -1.878734e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 124489 members 
Entering Unmasked Estep 
Score: -18787506.000000 Penalty: 6002.170898
	Iteration 20F: 3 clusters Score -1.878751e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 125281 members 
Entering Unmasked Estep 
Score: -18787638.000000 Penalty: 6002.170898
	Iteration 21Q: 3 clusters Score -1.878764e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 125933 members 
Entering Unmasked Estep 
Score: -18787796.000000 Penalty: 6002.170898
	Iteration 22Q: 3 clusters Score -1.87878e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -18787966.000000 Penalty: 6002.170898
	Iteration 23Q: 3 clusters Score -1.878797e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 126945 members 
Entering Unmasked Estep 
Score: -18788050.000000 Penalty: 6002.170898
	Iteration 24Q: 3 clusters Score -1.878805e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 127448 members 
Entering Unmasked Estep 
Score: -18788108.000000 Penalty: 6002.170898
	Iteration 25Q: 3 clusters Score -1.878811e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 127861 members 
Entering Unmasked Estep 
Score: -18788190.000000 Penalty: 6002.170898
	Iteration 26Q: 3 clusters Score -1.878819e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 128233 members 
Entering Unmasked Estep 
Score: -18788148.000000 Penalty: 6002.170898
	Iteration 27Q: 3 clusters Score -1.878815e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 128526 members 
Entering Unmasked Estep 
Score: -18788294.000000 Penalty: 6002.170898
	Iteration 28Q: 3 clusters Score -1.878829e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 128803 members 
Entering Unmasked Estep 
Score: -18788308.000000 Penalty: 6002.170898
	Iteration 29Q: 3 clusters Score -1.878831e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 129041 members 
Entering Unmasked Estep 
Score: -18788290.000000 Penalty: 6002.170898
	Iteration 30Q: 3 clusters Score -1.878829e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 129247 members 
Entering Unmasked Estep 
Score: -18788362.000000 Penalty: 6002.170898
	Iteration 31Q: 3 clusters Score -1.878836e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 129415 members 
Entering Unmasked Estep 
Score: -18788346.000000 Penalty: 6002.170898
	Iteration 32Q: 3 clusters Score -1.878835e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 129610 members 
Entering Unmasked Estep 
Score: -18788294.000000 Penalty: 6002.170898
	Iteration 33Q: 3 clusters Score -1.878829e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 129830 members 
Entering Unmasked Estep 
Score: -18788350.000000 Penalty: 6002.170898
	Iteration 34Q: 3 clusters Score -1.878835e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 130046 members 
Entering Unmasked Estep 
Score: -18788382.000000 Penalty: 6002.170898
	Iteration 35Q: 3 clusters Score -1.878838e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 130262 members 
Entering Unmasked Estep 
Score: -18788410.000000 Penalty: 6002.170898
	Iteration 36Q: 3 clusters Score -1.878841e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -18788388.000000 Penalty: 6002.170898
	Iteration 37Q: 3 clusters Score -1.878839e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 130754 members 
Entering Unmasked Estep 
Score: -18788394.000000 Penalty: 6002.170898
	Iteration 38Q: 3 clusters Score -1.878839e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 130995 members 
Entering Unmasked Estep 
Score: -18788330.000000 Penalty: 6002.170898
	Iteration 39Q: 3 clusters Score -1.878833e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 131161 members 
Entering Unmasked Estep 
Score: -18788308.000000 Penalty: 6002.170898
	Iteration 40F: 3 clusters Score -1.878831e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 131327 members 
Entering Unmasked Estep 
Score: -18788282.000000 Penalty: 6002.170898
	Iteration 41Q: 3 clusters Score -1.878828e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 131459 members 
Entering Unmasked Estep 
Score: -18788262.000000 Penalty: 6002.170898
	Iteration 42Q: 3 clusters Score -1.878826e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 131594 members 
Entering Unmasked Estep 
Score: -18788208.000000 Penalty: 6002.170898
	Iteration 43Q: 3 clusters Score -1.878821e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 131736 members 
Entering Unmasked Estep 
Score: -18788246.000000 Penalty: 6002.170898
	Iteration 44Q: 3 clusters Score -1.878825e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 131877 members 
Entering Unmasked Estep 
Score: -18788224.000000 Penalty: 6002.170898
	Iteration 45Q: 3 clusters Score -1.878822e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 132030 members 
Entering Unmasked Estep 
Score: -18788202.000000 Penalty: 6002.170898
	Iteration 46Q: 3 clusters Score -1.87882e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 132181 members 
Entering Unmasked Estep 
Score: -18788172.000000 Penalty: 6002.170898
	Iteration 47Q: 3 clusters Score -1.878817e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 132326 members 
Entering Unmasked Estep 
Score: -18788122.000000 Penalty: 6002.170898
	Iteration 48Q: 3 clusters Score -1.878812e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 132484 members 
Entering Unmasked Estep 
Score: -18788170.000000 Penalty: 6002.170898
	Iteration 49Q: 3 clusters Score -1.878817e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 132654 members 
Entering Unmasked Estep 
Score: -18788172.000000 Penalty: 6002.170898
	Iteration 50Q: 3 clusters Score -1.878817e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 132814 members 
Entering Unmasked Estep 
Score: -18788192.000000 Penalty: 6002.170898
	Iteration 51Q: 3 clusters Score -1.878819e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 132989 members 
Entering Unmasked Estep 
Score: -18788178.000000 Penalty: 6002.170898
	Iteration 52Q: 3 clusters Score -1.878818e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 133165 members 
Entering Unmasked Estep 
Score: -18788146.000000 Penalty: 6002.170898
	Iteration 53Q: 3 clusters Score -1.878815e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 133328 members 
Entering Unmasked Estep 
Score: -18788136.000000 Penalty: 6002.170898
	Iteration 54Q: 3 clusters Score -1.878814e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 133509 members 
Entering Unmasked Estep 
Score: -18788100.000000 Penalty: 6002.170898
	Iteration 55Q: 3 clusters Score -1.87881e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
Score: -18788090.000000 Penalty: 6002.170898
	Iteration 56Q: 3 clusters Score -1.878809e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 133873 members 
Entering Unmasked Estep 
Score: -18788060.000000 Penalty: 6002.170898
	Iteration 57Q: 3 clusters Score -1.878806e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -18788070.000000 Penalty: 6002.170898
	Iteration 58Q: 3 clusters Score -1.878807e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 134259 members 
Entering Unmasked Estep 
Score: -18788060.000000 Penalty: 6002.170898
	Iteration 59Q: 3 clusters Score -1.878806e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 134455 members 
Entering Unmasked Estep 
Score: -18788042.000000 Penalty: 6002.170898
	Iteration 60F: 3 clusters Score -1.878804e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 134670 members 
Entering Unmasked Estep 
Score: -18788026.000000 Penalty: 6002.170898
	Iteration 61Q: 3 clusters Score -1.878803e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 134892 members 
Entering Unmasked Estep 
Score: -18788050.000000 Penalty: 6002.170898
	Iteration 62Q: 3 clusters Score -1.878805e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 135094 members 
Entering Unmasked Estep 
Score: -18788028.000000 Penalty: 6002.170898
	Iteration 63Q: 3 clusters Score -1.878803e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 135304 members 
Entering Unmasked Estep 
Score: -18788044.000000 Penalty: 6002.170898
	Iteration 64Q: 3 clusters Score -1.878804e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 135502 members 
Entering Unmasked Estep 
Score: -18788042.000000 Penalty: 6002.170898
	Iteration 65Q: 3 clusters Score -1.878804e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 135688 members 
Entering Unmasked Estep 
Score: -18788066.000000 Penalty: 6002.170898
	Iteration 66Q: 3 clusters Score -1.878807e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -18788014.000000 Penalty: 6002.170898
	Iteration 67Q: 3 clusters Score -1.878801e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 136057 members 
Entering Unmasked Estep 
Score: -18787998.000000 Penalty: 6002.170898
	Iteration 68Q: 3 clusters Score -1.8788e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -18787986.000000 Penalty: 6002.170898
	Iteration 69Q: 3 clusters Score -1.878799e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -18787990.000000 Penalty: 6002.170898
	Iteration 70Q: 3 clusters Score -1.878799e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 136573 members 
Entering Unmasked Estep 
Score: -18788038.000000 Penalty: 6002.170898
	Iteration 71Q: 3 clusters Score -1.878804e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -18788024.000000 Penalty: 6002.170898
	Iteration 72Q: 3 clusters Score -1.878802e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -18787996.000000 Penalty: 6002.170898
	Iteration 73Q: 3 clusters Score -1.8788e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 137114 members 
Entering Unmasked Estep 
Score: -18788008.000000 Penalty: 6002.170898
	Iteration 74Q: 3 clusters Score -1.878801e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 137324 members 
Entering Unmasked Estep 
Score: -18788002.000000 Penalty: 6002.170898
	Iteration 75Q: 3 clusters Score -1.8788e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 137534 members 
Entering Unmasked Estep 
Score: -18788020.000000 Penalty: 6002.170898
	Iteration 76Q: 3 clusters Score -1.878802e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 137752 members 
Entering Unmasked Estep 
Score: -18788042.000000 Penalty: 6002.170898
	Iteration 77Q: 3 clusters Score -1.878804e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -18788058.000000 Penalty: 6002.170898
	Iteration 78Q: 3 clusters Score -1.878806e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 138205 members 
Entering Unmasked Estep 
Score: -18788088.000000 Penalty: 6002.170898
	Iteration 79Q: 3 clusters Score -1.878809e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 138461 members 
Entering Unmasked Estep 
Score: -18788044.000000 Penalty: 6002.170898
	Iteration 80F: 3 clusters Score -1.878804e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 138710 members 
Entering Unmasked Estep 
Score: -18788048.000000 Penalty: 6002.170898
	Iteration 81Q: 3 clusters Score -1.878805e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 138970 members 
Entering Unmasked Estep 
Score: -18788058.000000 Penalty: 6002.170898
	Iteration 82Q: 3 clusters Score -1.878806e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 139233 members 
Entering Unmasked Estep 
Score: -18788052.000000 Penalty: 6002.170898
	Iteration 83Q: 3 clusters Score -1.878805e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 139493 members 
Entering Unmasked Estep 
Score: -18788032.000000 Penalty: 6002.170898
	Iteration 84Q: 3 clusters Score -1.878803e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 139759 members 
Entering Unmasked Estep 
Score: -18788000.000000 Penalty: 6002.170898
	Iteration 85Q: 3 clusters Score -1.8788e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 140046 members 
Entering Unmasked Estep 
Score: -18787962.000000 Penalty: 6002.170898
	Iteration 86Q: 3 clusters Score -1.878796e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 140306 members 
Entering Unmasked Estep 
Score: -18787954.000000 Penalty: 6002.170898
	Iteration 87Q: 3 clusters Score -1.878795e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 140551 members 
Entering Unmasked Estep 
Score: -18787910.000000 Penalty: 6002.170898
	Iteration 88Q: 3 clusters Score -1.878791e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 140806 members 
Entering Unmasked Estep 
Score: -18787896.000000 Penalty: 6002.170898
	Iteration 89Q: 3 clusters Score -1.87879e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 141063 members 
Entering Unmasked Estep 
Score: -18787874.000000 Penalty: 6002.170898
	Iteration 90Q: 3 clusters Score -1.878787e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 141351 members 
Entering Unmasked Estep 
Score: -18787834.000000 Penalty: 6002.170898
	Iteration 91Q: 3 clusters Score -1.878783e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 141640 members 
Entering Unmasked Estep 
Score: -18787796.000000 Penalty: 6002.170898
	Iteration 92Q: 3 clusters Score -1.87878e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 141936 members 
Entering Unmasked Estep 
Score: -18787766.000000 Penalty: 6002.170898
	Iteration 93Q: 3 clusters Score -1.878777e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -18787752.000000 Penalty: 6002.170898
	Iteration 94Q: 3 clusters Score -1.878775e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 142579 members 
Entering Unmasked Estep 
Score: -18787672.000000 Penalty: 6002.170898
	Iteration 95Q: 3 clusters Score -1.878767e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 142933 members 
Entering Unmasked Estep 
Score: -18787688.000000 Penalty: 6002.170898
	Iteration 96Q: 3 clusters Score -1.878769e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 143268 members 
Entering Unmasked Estep 
Score: -18787688.000000 Penalty: 6002.170898
	Iteration 97Q: 3 clusters Score -1.878769e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 143602 members 
Entering Unmasked Estep 
Score: -18787628.000000 Penalty: 6002.170898
	Iteration 98Q: 3 clusters Score -1.878763e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 143949 members 
Entering Unmasked Estep 
Score: -18787548.000000 Penalty: 6002.170898
	Iteration 99Q: 3 clusters Score -1.878755e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 144302 members 
Entering Unmasked Estep 
Score: -18787476.000000 Penalty: 6002.170898
	Iteration 100F: 3 clusters Score -1.878748e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 144666 members 
Entering Unmasked Estep 
Score: -18787478.000000 Penalty: 6002.170898
	Iteration 101Q: 3 clusters Score -1.878748e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 145037 members 
Entering Unmasked Estep 
Score: -18787518.000000 Penalty: 6002.170898
	Iteration 102Q: 3 clusters Score -1.878752e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 145386 members 
Entering Unmasked Estep 
Score: -18787518.000000 Penalty: 6002.170898
	Iteration 103Q: 3 clusters Score -1.878752e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 145734 members 
Entering Unmasked Estep 
Score: -18787552.000000 Penalty: 6002.170898
	Iteration 104Q: 3 clusters Score -1.878755e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 146079 members 
Entering Unmasked Estep 
Score: -18787552.000000 Penalty: 6002.170898
	Iteration 105Q: 3 clusters Score -1.878755e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 146456 members 
Entering Unmasked Estep 
Score: -18787564.000000 Penalty: 6002.170898
	Iteration 106Q: 3 clusters Score -1.878756e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -18787560.000000 Penalty: 6002.170898
	Iteration 107Q: 3 clusters Score -1.878756e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 147170 members 
Entering Unmasked Estep 
Score: -18787532.000000 Penalty: 6002.170898
	Iteration 108Q: 3 clusters Score -1.878753e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 147536 members 
Entering Unmasked Estep 
Score: -18787516.000000 Penalty: 6002.170898
	Iteration 109Q: 3 clusters Score -1.878752e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 147913 members 
Entering Unmasked Estep 
Score: -18787572.000000 Penalty: 6002.170898
	Iteration 110Q: 3 clusters Score -1.878757e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 148301 members 
Entering Unmasked Estep 
Score: -18787584.000000 Penalty: 6002.170898
	Iteration 111Q: 3 clusters Score -1.878758e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 148685 members 
Entering Unmasked Estep 
Score: -18787638.000000 Penalty: 6002.170898
	Iteration 112Q: 3 clusters Score -1.878764e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 149114 members 
Entering Unmasked Estep 
Score: -18787618.000000 Penalty: 6002.170898
	Iteration 113Q: 3 clusters Score -1.878762e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 149565 members 
Entering Unmasked Estep 
Score: -18787678.000000 Penalty: 6002.170898
	Iteration 114Q: 3 clusters Score -1.878768e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 150034 members 
Entering Unmasked Estep 
Score: -18787728.000000 Penalty: 6002.170898
	Iteration 115Q: 3 clusters Score -1.878773e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 150542 members 
Entering Unmasked Estep 
Score: -18787856.000000 Penalty: 6002.170898
	Iteration 116Q: 3 clusters Score -1.878786e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 151093 members 
Entering Unmasked Estep 
Score: -18787966.000000 Penalty: 6002.170898
	Iteration 117Q: 3 clusters Score -1.878797e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 151677 members 
Entering Unmasked Estep 
Score: -18788122.000000 Penalty: 6002.170898
	Iteration 118Q: 3 clusters Score -1.878812e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 152327 members 
Entering Unmasked Estep 
Score: -18788242.000000 Penalty: 6002.170898
	Iteration 119Q: 3 clusters Score -1.878824e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 153001 members 
Entering Unmasked Estep 
Score: -18788344.000000 Penalty: 6002.170898
	Iteration 120F: 3 clusters Score -1.878834e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -18788528.000000 Penalty: 6002.170898
	Iteration 121Q: 3 clusters Score -1.878853e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 154282 members 
Entering Unmasked Estep 
Score: -18788712.000000 Penalty: 6002.170898
	Iteration 122Q: 3 clusters Score -1.878871e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -18788878.000000 Penalty: 6002.170898
	Iteration 123Q: 3 clusters Score -1.878888e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 155730 members 
Entering Unmasked Estep 
Score: -18789114.000000 Penalty: 6002.170898
	Iteration 124Q: 3 clusters Score -1.878911e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 156510 members 
Entering Unmasked Estep 
Score: -18789278.000000 Penalty: 6002.170898
	Iteration 125Q: 3 clusters Score -1.878928e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 157260 members 
Entering Unmasked Estep 
Score: -18789498.000000 Penalty: 6002.170898
	Iteration 126Q: 3 clusters Score -1.87895e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 158035 members 
Entering Unmasked Estep 
Score: -18789720.000000 Penalty: 6002.170898
	Iteration 127Q: 3 clusters Score -1.878972e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 158843 members 
Entering Unmasked Estep 
Score: -18790016.000000 Penalty: 6002.170898
	Iteration 128Q: 3 clusters Score -1.879002e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -18790300.000000 Penalty: 6002.170898
	Iteration 129Q: 3 clusters Score -1.87903e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 160423 members 
Entering Unmasked Estep 
Score: -18790626.000000 Penalty: 6002.170898
	Iteration 130Q: 3 clusters Score -1.879063e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 161231 members 
Entering Unmasked Estep 
Score: -18790896.000000 Penalty: 6002.170898
	Iteration 131Q: 3 clusters Score -1.87909e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -18791198.000000 Penalty: 6002.170898
	Iteration 132Q: 3 clusters Score -1.87912e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -18791526.000000 Penalty: 6002.170898
	Iteration 133Q: 3 clusters Score -1.879153e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 163858 members 
Entering Unmasked Estep 
Score: -18791862.000000 Penalty: 6002.170898
	Iteration 134Q: 3 clusters Score -1.879186e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 164800 members 
Entering Unmasked Estep 
Score: -18792264.000000 Penalty: 6002.170898
	Iteration 135Q: 3 clusters Score -1.879226e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 165716 members 
Entering Unmasked Estep 
Score: -18792668.000000 Penalty: 6002.170898
	Iteration 136Q: 3 clusters Score -1.879267e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -18793198.000000 Penalty: 6002.170898
	Iteration 137Q: 3 clusters Score -1.87932e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -18793678.000000 Penalty: 6002.170898
	Iteration 138Q: 3 clusters Score -1.879368e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -18794224.000000 Penalty: 6002.170898
	Iteration 139Q: 3 clusters Score -1.879422e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 169322 members 
Entering Unmasked Estep 
Score: -18794896.000000 Penalty: 6002.170898
	Iteration 140F: 3 clusters Score -1.87949e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 170098 members 
Entering Unmasked Estep 
Score: -18795740.000000 Penalty: 6002.170898
	Iteration 141Q: 3 clusters Score -1.879574e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 170736 members 
Entering Unmasked Estep 
Score: -18796654.000000 Penalty: 6002.170898
	Iteration 142Q: 3 clusters Score -1.879665e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 171243 members 
Entering Unmasked Estep 
Score: -18797536.000000 Penalty: 6002.170898
	Iteration 143Q: 3 clusters Score -1.879754e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -18798290.000000 Penalty: 6002.170898
	Iteration 144Q: 3 clusters Score -1.879829e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 171798 members 
Entering Unmasked Estep 
Score: -18798750.000000 Penalty: 6002.170898
	Iteration 145Q: 3 clusters Score -1.879875e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 171880 members 
Entering Unmasked Estep 
Score: -18798960.000000 Penalty: 6002.170898
	Iteration 146Q: 3 clusters Score -1.879896e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -18799092.000000 Penalty: 6002.170898
	Iteration 147Q: 3 clusters Score -1.879909e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 171946 members 
Entering Unmasked Estep 
Score: -18799234.000000 Penalty: 6002.170898
	Iteration 148Q: 3 clusters Score -1.879923e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 171952 members 
Entering Unmasked Estep 
Score: -18799306.000000 Penalty: 6002.170898
	Iteration 149Q: 3 clusters Score -1.879931e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 171946 members 
Entering Unmasked Estep 
Score: -18799390.000000 Penalty: 6002.170898
	Iteration 150Q: 3 clusters Score -1.879939e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 171928 members 
Entering Unmasked Estep 
Score: -18799408.000000 Penalty: 6002.170898
	Iteration 151Q: 3 clusters Score -1.879941e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 171913 members 
Entering Unmasked Estep 
Score: -18799442.000000 Penalty: 6002.170898
	Iteration 152Q: 3 clusters Score -1.879944e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 171895 members 
Entering Unmasked Estep 
Score: -18799456.000000 Penalty: 6002.170898
	Iteration 153Q: 3 clusters Score -1.879946e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 171870 members 
Entering Unmasked Estep 
Score: -18799464.000000 Penalty: 6002.170898
	Iteration 154Q: 3 clusters Score -1.879946e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 171835 members 
Entering Unmasked Estep 
Score: -18799496.000000 Penalty: 6002.170898
	Iteration 155Q: 3 clusters Score -1.87995e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 171799 members 
Entering Unmasked Estep 
Score: -18799504.000000 Penalty: 6002.170898
	Iteration 156Q: 3 clusters Score -1.87995e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 171762 members 
Entering Unmasked Estep 
Score: -18799534.000000 Penalty: 6002.170898
	Iteration 157Q: 3 clusters Score -1.879953e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 171737 members 
Entering Unmasked Estep 
Score: -18799554.000000 Penalty: 6002.170898
	Iteration 158Q: 3 clusters Score -1.879955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 171724 members 
Entering Unmasked Estep 
Score: -18799552.000000 Penalty: 6002.170898
	Iteration 159Q: 3 clusters Score -1.879955e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 171708 members 
Entering Unmasked Estep 
Score: -18799562.000000 Penalty: 6002.170898
	Iteration 160F: 3 clusters Score -1.879956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -18799560.000000 Penalty: 6002.170898
	Iteration 161Q: 3 clusters Score -1.879956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -18799574.000000 Penalty: 6002.170898
	Iteration 162Q: 3 clusters Score -1.879957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 171680 members 
Entering Unmasked Estep 
Score: -18799582.000000 Penalty: 6002.170898
	Iteration 163Q: 3 clusters Score -1.879958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 171681 members 
Entering Unmasked Estep 
Score: -18799598.000000 Penalty: 6002.170898
	Iteration 164Q: 3 clusters Score -1.87996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 171678 members 
Entering Unmasked Estep 
Score: -18799590.000000 Penalty: 6002.170898
	Iteration 165Q: 3 clusters Score -1.879959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 171684 members 
Entering Unmasked Estep 
Score: -18799584.000000 Penalty: 6002.170898
	Iteration 166Q: 3 clusters Score -1.879958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -18799588.000000 Penalty: 6002.170898
	Iteration 167Q: 3 clusters Score -1.879959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -18799602.000000 Penalty: 6002.170898
	Iteration 168Q: 3 clusters Score -1.87996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 171692 members 
Entering Unmasked Estep 
Score: -18799632.000000 Penalty: 6002.170898
	Iteration 169Q: 3 clusters Score -1.879963e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 171695 members 
Entering Unmasked Estep 
Score: -18799628.000000 Penalty: 6002.170898
	Iteration 170Q: 3 clusters Score -1.879963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 171692 members 
Entering Unmasked Estep 
Score: -18799638.000000 Penalty: 6002.170898
	Iteration 171Q: 3 clusters Score -1.879964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -18799644.000000 Penalty: 6002.170898
	Iteration 172Q: 3 clusters Score -1.879964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -18799642.000000 Penalty: 6002.170898
	Iteration 173Q: 3 clusters Score -1.879964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -18799650.000000 Penalty: 6002.170898
	Iteration 174Q: 3 clusters Score -1.879965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -18799638.000000 Penalty: 6002.170898
	Iteration 175Q: 3 clusters Score -1.879964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -18799648.000000 Penalty: 6002.170898
	Iteration 176Q: 3 clusters Score -1.879965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 171690 members 
Entering Unmasked Estep 
Score: -18799646.000000 Penalty: 6002.170898
	Iteration 177Q: 3 clusters Score -1.879965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -18799644.000000 Penalty: 6002.170898
	Iteration 178Q: 3 clusters Score -1.879964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -18799644.000000 Penalty: 6002.170898
	Iteration 179F: 3 clusters Score -1.879964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Entering Unmasked Estep 
Score: -2781865.500000 Penalty: 2522.899170
	Iteration 0F: 2 clusters Score -2781866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2763852.750000 Penalty: 5045.798340
	Iteration 0F: 3 clusters Score -2763853 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2770108.000000 Penalty: 5045.798340
	Iteration 1F: 3 clusters Score -2770108 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2770584.500000 Penalty: 5045.798340
	Iteration 2Q: 3 clusters Score -2770584 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2771158.750000 Penalty: 5045.798340
	Iteration 3Q: 3 clusters Score -2771159 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2771807.250000 Penalty: 5045.798340
	Iteration 4F: 3 clusters Score -2771807 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2772622.750000 Penalty: 5045.798340
	Iteration 5F: 3 clusters Score -2772623 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2773638.250000 Penalty: 5045.798340
	Iteration 6F: 3 clusters Score -2773638 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2774798.000000 Penalty: 5045.798340
	Iteration 7F: 3 clusters Score -2774798 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2775978.750000 Penalty: 5045.798340
	Iteration 8F: 3 clusters Score -2775979 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2777143.250000 Penalty: 5045.798340
	Iteration 9F: 3 clusters Score -2777143 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -2778160.500000 Penalty: 5045.798340
	Iteration 10Q: 3 clusters Score -2778160 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -2778853.750000 Penalty: 5045.798340
	Iteration 11Q: 3 clusters Score -2778854 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -2779262.750000 Penalty: 5045.798340
	Iteration 12Q: 3 clusters Score -2779263 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2779525.750000 Penalty: 5045.798340
	Iteration 13Q: 3 clusters Score -2779526 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -2779632.000000 Penalty: 5045.798340
	Iteration 14Q: 3 clusters Score -2779632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -2779706.500000 Penalty: 5045.798340
	Iteration 15Q: 3 clusters Score -2779706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -2779747.750000 Penalty: 5045.798340
	Iteration 16Q: 3 clusters Score -2779748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2779766.250000 Penalty: 5045.798340
	Iteration 17Q: 3 clusters Score -2779766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -2779771.000000 Penalty: 5045.798340
	Iteration 18Q: 3 clusters Score -2779771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -2779775.500000 Penalty: 5045.798340
	Iteration 19Q: 3 clusters Score -2779776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2779786.500000 Penalty: 5045.798340
	Iteration 20F: 3 clusters Score -2779786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -2779792.750000 Penalty: 5045.798340
	Iteration 21Q: 3 clusters Score -2779793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2779796.750000 Penalty: 5045.798340
	Iteration 22Q: 3 clusters Score -2779797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -2779808.000000 Penalty: 5045.798340
	Iteration 23Q: 3 clusters Score -2779808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -2779811.000000 Penalty: 5045.798340
	Iteration 24Q: 3 clusters Score -2779811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2779809.750000 Penalty: 5045.798340
	Iteration 25Q: 3 clusters Score -2779810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2779809.750000 Penalty: 5045.798340
	Iteration 26F: 3 clusters Score -2779810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226599 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87506 members 
Mstep: Class 4 contains 10230 members 
Mstep: Class 7 contains 33398 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 6911 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38178 members 
Mstep: Class 16 contains 34310 members 
Mstep: Class 17 contains 21335 members 
Mstep: Class 18 contains 180079 members 
Mstep: Class 20 contains 26186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063360.000000 Penalty: 43306.667969
Iteration 279Q: 14 clusters Score -7.006336e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226574 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87611 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 7 contains 33397 members 
Mstep: Class 8 contains 14449 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38175 members 
Mstep: Class 16 contains 34306 members 
Mstep: Class 17 contains 21333 members 
Mstep: Class 18 contains 180012 members 
Mstep: Class 20 contains 26182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063272.000000 Penalty: 43306.667969
Iteration 280F: 14 clusters Score -7.006327e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226541 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87707 members 
Mstep: Class 4 contains 10222 members 
Mstep: Class 7 contains 33401 members 
Mstep: Class 8 contains 14450 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38177 members 
Mstep: Class 16 contains 34301 members 
Mstep: Class 17 contains 21331 members 
Mstep: Class 18 contains 179954 members 
Mstep: Class 20 contains 26175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063232.000000 Penalty: 43306.667969
Iteration 281Q: 14 clusters Score -7.006323e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226509 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87801 members 
Mstep: Class 4 contains 10218 members 
Mstep: Class 7 contains 33404 members 
Mstep: Class 8 contains 14449 members 
Mstep: Class 9 contains 6923 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38177 members 
Mstep: Class 16 contains 34302 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 18 contains 179893 members 
Mstep: Class 20 contains 26170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063240.000000 Penalty: 43306.667969
Iteration 282Q: 14 clusters Score -7.006324e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226481 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87897 members 
Mstep: Class 4 contains 10218 members 
Mstep: Class 7 contains 33403 members 
Mstep: Class 8 contains 14449 members 
Mstep: Class 9 contains 6923 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38171 members 
Mstep: Class 16 contains 34298 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 179839 members 
Mstep: Class 20 contains 26161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063384.000000 Penalty: 43306.667969
Iteration 283Q: 14 clusters Score -7.006338e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226466 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 87993 members 
Mstep: Class 4 contains 10218 members 
Mstep: Class 7 contains 33405 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38161 members 
Mstep: Class 16 contains 34298 members 
Mstep: Class 17 contains 21338 members 
Mstep: Class 18 contains 179774 members 
Mstep: Class 20 contains 26157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063360.000000 Penalty: 43306.667969
Iteration 284Q: 14 clusters Score -7.006336e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226438 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88096 members 
Mstep: Class 4 contains 10218 members 
Mstep: Class 7 contains 33406 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38148 members 
Mstep: Class 16 contains 34292 members 
Mstep: Class 17 contains 21341 members 
Mstep: Class 18 contains 179713 members 
Mstep: Class 20 contains 26159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063304.000000 Penalty: 43306.667969
Iteration 285Q: 14 clusters Score -7.00633e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226426 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88181 members 
Mstep: Class 4 contains 10217 members 
Mstep: Class 7 contains 33404 members 
Mstep: Class 8 contains 14448 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38132 members 
Mstep: Class 16 contains 34292 members 
Mstep: Class 17 contains 21344 members 
Mstep: Class 18 contains 179654 members 
Mstep: Class 20 contains 26163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063360.000000 Penalty: 43306.667969
Iteration 286Q: 14 clusters Score -7.006336e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226408 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88267 members 
Mstep: Class 4 contains 10217 members 
Mstep: Class 7 contains 33400 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38119 members 
Mstep: Class 16 contains 34292 members 
Mstep: Class 17 contains 21343 members 
Mstep: Class 18 contains 179602 members 
Mstep: Class 20 contains 26163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063360.000000 Penalty: 43306.667969
Iteration 287Q: 14 clusters Score -7.006336e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226391 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88355 members 
Mstep: Class 4 contains 10216 members 
Mstep: Class 7 contains 33398 members 
Mstep: Class 8 contains 14446 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38112 members 
Mstep: Class 16 contains 34289 members 
Mstep: Class 17 contains 21345 members 
Mstep: Class 18 contains 179540 members 
Mstep: Class 20 contains 26166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063368.000000 Penalty: 43306.667969
Iteration 288Q: 14 clusters Score -7.006337e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226362 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88446 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33397 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 6922 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38109 members 
Mstep: Class 16 contains 34285 members 
Mstep: Class 17 contains 21346 members 
Mstep: Class 18 contains 179483 members 
Mstep: Class 20 contains 26168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063472.000000 Penalty: 43306.667969
Iteration 289Q: 14 clusters Score -7.006347e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226331 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88558 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33397 members 
Mstep: Class 8 contains 14442 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38103 members 
Mstep: Class 16 contains 34283 members 
Mstep: Class 17 contains 21348 members 
Mstep: Class 18 contains 179414 members 
Mstep: Class 20 contains 26168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063464.000000 Penalty: 43306.667969
Iteration 290Q: 14 clusters Score -7.006346e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226310 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88652 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33396 members 
Mstep: Class 8 contains 14441 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38100 members 
Mstep: Class 16 contains 34277 members 
Mstep: Class 17 contains 21350 members 
Mstep: Class 18 contains 179355 members 
Mstep: Class 20 contains 26166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063432.000000 Penalty: 43306.667969
Iteration 291Q: 14 clusters Score -7.006343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226290 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88731 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33395 members 
Mstep: Class 8 contains 14441 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38100 members 
Mstep: Class 16 contains 34275 members 
Mstep: Class 17 contains 21349 members 
Mstep: Class 18 contains 179299 members 
Mstep: Class 20 contains 26166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063424.000000 Penalty: 43306.667969
Iteration 292Q: 14 clusters Score -7.006342e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226272 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88813 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33394 members 
Mstep: Class 8 contains 14441 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38100 members 
Mstep: Class 16 contains 34276 members 
Mstep: Class 17 contains 21347 members 
Mstep: Class 18 contains 179235 members 
Mstep: Class 20 contains 26169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063496.000000 Penalty: 43306.667969
Iteration 293Q: 14 clusters Score -7.00635e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226264 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 88914 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33387 members 
Mstep: Class 8 contains 14443 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38100 members 
Mstep: Class 16 contains 34276 members 
Mstep: Class 17 contains 21345 members 
Mstep: Class 18 contains 179149 members 
Mstep: Class 20 contains 26169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063432.000000 Penalty: 43306.667969
Iteration 294Q: 14 clusters Score -7.006343e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226269 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 89006 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33386 members 
Mstep: Class 8 contains 14442 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38098 members 
Mstep: Class 16 contains 34270 members 
Mstep: Class 17 contains 21345 members 
Mstep: Class 18 contains 179062 members 
Mstep: Class 20 contains 26170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063488.000000 Penalty: 43306.667969
Iteration 295Q: 14 clusters Score -7.006349e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226264 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 89122 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33390 members 
Mstep: Class 8 contains 14439 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38097 members 
Mstep: Class 16 contains 34262 members 
Mstep: Class 17 contains 21345 members 
Mstep: Class 18 contains 178962 members 
Mstep: Class 20 contains 26167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063448.000000 Penalty: 43306.667969
Iteration 296Q: 14 clusters Score -7.006345e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226252 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 89249 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33391 members 
Mstep: Class 8 contains 14429 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38096 members 
Mstep: Class 16 contains 34256 members 
Mstep: Class 17 contains 21342 members 
Mstep: Class 18 contains 178868 members 
Mstep: Class 20 contains 26166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063464.000000 Penalty: 43306.667969
Iteration 297Q: 14 clusters Score -7.006346e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226245 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 89366 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33392 members 
Mstep: Class 8 contains 14433 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38094 members 
Mstep: Class 16 contains 34251 members 
Mstep: Class 17 contains 21338 members 
Mstep: Class 18 contains 178764 members 
Mstep: Class 20 contains 26167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063376.000000 Penalty: 43306.667969
Iteration 298Q: 14 clusters Score -7.006338e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226236 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 89481 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33388 members 
Mstep: Class 8 contains 14434 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38090 members 
Mstep: Class 16 contains 34252 members 
Mstep: Class 17 contains 21333 members 
Mstep: Class 18 contains 178667 members 
Mstep: Class 20 contains 26167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063344.000000 Penalty: 43306.667969
Iteration 299Q: 14 clusters Score -7.006334e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226200 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 89603 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33388 members 
Mstep: Class 8 contains 14436 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38087 members 
Mstep: Class 16 contains 34245 members 
Mstep: Class 17 contains 21331 members 
Mstep: Class 18 contains 178588 members 
Mstep: Class 20 contains 26166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063384.000000 Penalty: 43306.667969
Iteration 300F: 14 clusters Score -7.006338e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226159 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 89746 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33383 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38086 members 
Mstep: Class 16 contains 34239 members 
Mstep: Class 17 contains 21329 members 
Mstep: Class 18 contains 178502 members 
Mstep: Class 20 contains 26169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063344.000000 Penalty: 43306.667969
Iteration 301Q: 14 clusters Score -7.006334e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226129 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 89880 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33381 members 
Mstep: Class 8 contains 14433 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38081 members 
Mstep: Class 16 contains 34236 members 
Mstep: Class 17 contains 21326 members 
Mstep: Class 18 contains 178416 members 
Mstep: Class 20 contains 26165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063400.000000 Penalty: 43306.667969
Iteration 302Q: 14 clusters Score -7.00634e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226100 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 90022 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33380 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38077 members 
Mstep: Class 16 contains 34230 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 178322 members 
Mstep: Class 20 contains 26161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063424.000000 Penalty: 43306.667969
Iteration 303Q: 14 clusters Score -7.006342e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226075 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 90146 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33376 members 
Mstep: Class 8 contains 14430 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38072 members 
Mstep: Class 16 contains 34224 members 
Mstep: Class 17 contains 21326 members 
Mstep: Class 18 contains 178249 members 
Mstep: Class 20 contains 26153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 304Q: 14 clusters Score -7.006339e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226065 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 90275 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33367 members 
Mstep: Class 8 contains 14429 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38064 members 
Mstep: Class 16 contains 34216 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 178165 members 
Mstep: Class 20 contains 26147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 305Q: 14 clusters Score -7.006338e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226036 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 90399 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33363 members 
Mstep: Class 8 contains 14433 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38059 members 
Mstep: Class 16 contains 34215 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 178081 members 
Mstep: Class 20 contains 26146 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 306Q: 14 clusters Score -7.006348e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 226010 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 90530 members 
Mstep: Class 4 contains 10215 members 
Mstep: Class 7 contains 33357 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38056 members 
Mstep: Class 16 contains 34214 members 
Mstep: Class 17 contains 21327 members 
Mstep: Class 18 contains 177994 members 
Mstep: Class 20 contains 26139 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 307Q: 14 clusters Score -7.006346e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225979 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 90672 members 
Mstep: Class 4 contains 10214 members 
Mstep: Class 7 contains 33355 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38051 members 
Mstep: Class 16 contains 34211 members 
Mstep: Class 17 contains 21326 members 
Mstep: Class 18 contains 177902 members 
Mstep: Class 20 contains 26137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063488.000000 Penalty: 43306.667969
Iteration 308Q: 14 clusters Score -7.006349e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225952 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 90803 members 
Mstep: Class 4 contains 10213 members 
Mstep: Class 7 contains 33349 members 
Mstep: Class 8 contains 14428 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38047 members 
Mstep: Class 16 contains 34207 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 177825 members 
Mstep: Class 20 contains 26132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 309Q: 14 clusters Score -7.006353e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225923 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 90926 members 
Mstep: Class 4 contains 10211 members 
Mstep: Class 7 contains 33346 members 
Mstep: Class 8 contains 14427 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38043 members 
Mstep: Class 16 contains 34200 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 177753 members 
Mstep: Class 20 contains 26129 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 310Q: 14 clusters Score -7.006352e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225895 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91031 members 
Mstep: Class 4 contains 10209 members 
Mstep: Class 7 contains 33340 members 
Mstep: Class 8 contains 14430 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38043 members 
Mstep: Class 16 contains 34199 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 177683 members 
Mstep: Class 20 contains 26128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063552.000000 Penalty: 43306.667969
Iteration 311Q: 14 clusters Score -7.006355e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225872 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91140 members 
Mstep: Class 4 contains 10205 members 
Mstep: Class 7 contains 33332 members 
Mstep: Class 8 contains 14430 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38044 members 
Mstep: Class 16 contains 34196 members 
Mstep: Class 17 contains 21326 members 
Mstep: Class 18 contains 177613 members 
Mstep: Class 20 contains 26125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063544.000000 Penalty: 43306.667969
Iteration 312Q: 14 clusters Score -7.006354e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225836 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91263 members 
Mstep: Class 4 contains 10199 members 
Mstep: Class 7 contains 33328 members 
Mstep: Class 8 contains 14433 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 34196 members 
Mstep: Class 17 contains 21328 members 
Mstep: Class 18 contains 177535 members 
Mstep: Class 20 contains 26117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063584.000000 Penalty: 43306.667969
Iteration 313Q: 14 clusters Score -7.006358e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225814 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91375 members 
Mstep: Class 4 contains 10194 members 
Mstep: Class 7 contains 33323 members 
Mstep: Class 8 contains 14434 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38044 members 
Mstep: Class 16 contains 34192 members 
Mstep: Class 17 contains 21329 members 
Mstep: Class 18 contains 177459 members 
Mstep: Class 20 contains 26116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063696.000000 Penalty: 43306.667969
Iteration 314Q: 14 clusters Score -7.00637e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225800 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91472 members 
Mstep: Class 4 contains 10186 members 
Mstep: Class 7 contains 33320 members 
Mstep: Class 8 contains 14435 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 34192 members 
Mstep: Class 17 contains 21329 members 
Mstep: Class 18 contains 177383 members 
Mstep: Class 20 contains 26117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063736.000000 Penalty: 43306.667969
Iteration 315Q: 14 clusters Score -7.006374e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225796 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91575 members 
Mstep: Class 4 contains 10180 members 
Mstep: Class 7 contains 33316 members 
Mstep: Class 8 contains 14436 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 34186 members 
Mstep: Class 17 contains 21328 members 
Mstep: Class 18 contains 177303 members 
Mstep: Class 20 contains 26115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063688.000000 Penalty: 43306.667969
Iteration 316Q: 14 clusters Score -7.006369e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225779 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91685 members 
Mstep: Class 4 contains 10173 members 
Mstep: Class 7 contains 33311 members 
Mstep: Class 8 contains 14436 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38046 members 
Mstep: Class 16 contains 34185 members 
Mstep: Class 17 contains 21327 members 
Mstep: Class 18 contains 177228 members 
Mstep: Class 20 contains 26115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063640.000000 Penalty: 43306.667969
Iteration 317Q: 14 clusters Score -7.006364e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225758 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91807 members 
Mstep: Class 4 contains 10164 members 
Mstep: Class 7 contains 33308 members 
Mstep: Class 8 contains 14434 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38051 members 
Mstep: Class 16 contains 34195 members 
Mstep: Class 17 contains 21324 members 
Mstep: Class 18 contains 177131 members 
Mstep: Class 20 contains 26114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063664.000000 Penalty: 43306.667969
Iteration 318Q: 14 clusters Score -7.006366e+07 nChanged 185
Entering ConstructFrom: 
Score: -70063664.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (225757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225757 members 
Entering Unmasked Estep 
Score: -23598108.000000 Penalty: 3057.149170
	Iteration 0F: 2 clusters Score -2.359811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -23460282.000000 Penalty: 6114.298340
	Iteration 0F: 3 clusters Score -2.346028e+07 nChanged 108813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114026 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -23523356.000000 Penalty: 6114.298340
	Iteration 1F: 3 clusters Score -2.352336e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114751 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -23524184.000000 Penalty: 6114.298340
	Iteration 2Q: 3 clusters Score -2.352418e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115778 members 
Mstep: Class 2 contains 109979 members 
Entering Unmasked Estep 
Score: -23524942.000000 Penalty: 6114.298340
	Iteration 3Q: 3 clusters Score -2.352494e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117251 members 
Mstep: Class 2 contains 108506 members 
Entering Unmasked Estep 
Score: -23526046.000000 Penalty: 6114.298340
	Iteration 4Q: 3 clusters Score -2.352605e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 106427 members 
Entering Unmasked Estep 
Score: -23527192.000000 Penalty: 6114.298340
	Iteration 5Q: 3 clusters Score -2.352719e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
Score: -23529304.000000 Penalty: 6114.298340
	Iteration 6Q: 3 clusters Score -2.35293e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127041 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -23532326.000000 Penalty: 6114.298340
	Iteration 7Q: 3 clusters Score -2.353233e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133123 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -23537152.000000 Penalty: 6114.298340
	Iteration 8Q: 3 clusters Score -2.353715e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140433 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
Score: -23544032.000000 Penalty: 6114.298340
	Iteration 9F: 3 clusters Score -2.354403e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147874 members 
Mstep: Class 2 contains 77883 members 
Entering Unmasked Estep 
Score: -23553880.000000 Penalty: 6114.298340
	Iteration 10F: 3 clusters Score -2.355388e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153943 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -23564886.000000 Penalty: 6114.298340
	Iteration 11F: 3 clusters Score -2.356489e+07 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157741 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -23573074.000000 Penalty: 6114.298340
	Iteration 12F: 3 clusters Score -2.357307e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Mstep: Class 2 contains 65570 members 
Entering Unmasked Estep 
Score: -23576626.000000 Penalty: 6114.298340
	Iteration 13Q: 3 clusters Score -2.357663e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162510 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -23578322.000000 Penalty: 6114.298340
	Iteration 14Q: 3 clusters Score -2.357832e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165004 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -23579654.000000 Penalty: 6114.298340
	Iteration 15Q: 3 clusters Score -2.357965e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
Score: -23580896.000000 Penalty: 6114.298340
	Iteration 16Q: 3 clusters Score -2.35809e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170377 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -23582372.000000 Penalty: 6114.298340
	Iteration 17Q: 3 clusters Score -2.358237e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173124 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -23583736.000000 Penalty: 6114.298340
	Iteration 18Q: 3 clusters Score -2.358374e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175786 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -23585354.000000 Penalty: 6114.298340
	Iteration 19Q: 3 clusters Score -2.358535e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178520 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -23586992.000000 Penalty: 6114.298340
	Iteration 20F: 3 clusters Score -2.358699e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181345 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -23588782.000000 Penalty: 6114.298340
	Iteration 21Q: 3 clusters Score -2.358878e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184038 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -23590696.000000 Penalty: 6114.298340
	Iteration 22Q: 3 clusters Score -2.35907e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -23592514.000000 Penalty: 6114.298340
	Iteration 23Q: 3 clusters Score -2.359251e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189295 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -23594088.000000 Penalty: 6114.298340
	Iteration 24Q: 3 clusters Score -2.359409e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191734 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -23595538.000000 Penalty: 6114.298340
	Iteration 25Q: 3 clusters Score -2.359554e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193976 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -23596864.000000 Penalty: 6114.298340
	Iteration 26Q: 3 clusters Score -2.359686e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196122 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -23598044.000000 Penalty: 6114.298340
	Iteration 27Q: 3 clusters Score -2.359804e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198138 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -23598922.000000 Penalty: 6114.298340
	Iteration 28Q: 3 clusters Score -2.359892e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200001 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -23599628.000000 Penalty: 6114.298340
	Iteration 29Q: 3 clusters Score -2.359963e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201747 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -23599788.000000 Penalty: 6114.298340
	Iteration 30Q: 3 clusters Score -2.359979e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203367 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -23599750.000000 Penalty: 6114.298340
	Iteration 31Q: 3 clusters Score -2.359975e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204895 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -23599678.000000 Penalty: 6114.298340
	Iteration 32Q: 3 clusters Score -2.359968e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206331 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -23599578.000000 Penalty: 6114.298340
	Iteration 33Q: 3 clusters Score -2.359958e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207627 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -23599354.000000 Penalty: 6114.298340
	Iteration 34Q: 3 clusters Score -2.359935e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208856 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -23599250.000000 Penalty: 6114.298340
	Iteration 35Q: 3 clusters Score -2.359925e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209984 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -23599112.000000 Penalty: 6114.298340
	Iteration 36Q: 3 clusters Score -2.359911e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211065 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -23599022.000000 Penalty: 6114.298340
	Iteration 37Q: 3 clusters Score -2.359902e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212059 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -23598942.000000 Penalty: 6114.298340
	Iteration 38Q: 3 clusters Score -2.359894e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212968 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -23598898.000000 Penalty: 6114.298340
	Iteration 39Q: 3 clusters Score -2.35989e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213789 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -23598768.000000 Penalty: 6114.298340
	Iteration 40F: 3 clusters Score -2.359877e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214562 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -23598756.000000 Penalty: 6114.298340
	Iteration 41Q: 3 clusters Score -2.359876e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215263 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -23598628.000000 Penalty: 6114.298340
	Iteration 42Q: 3 clusters Score -2.359863e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215907 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -23598438.000000 Penalty: 6114.298340
	Iteration 43Q: 3 clusters Score -2.359844e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216504 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -23598236.000000 Penalty: 6114.298340
	Iteration 44Q: 3 clusters Score -2.359824e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217082 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -23598112.000000 Penalty: 6114.298340
	Iteration 45Q: 3 clusters Score -2.359811e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217647 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -23597942.000000 Penalty: 6114.298340
	Iteration 46Q: 3 clusters Score -2.359794e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218160 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -23597802.000000 Penalty: 6114.298340
	Iteration 47Q: 3 clusters Score -2.35978e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218600 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -23597758.000000 Penalty: 6114.298340
	Iteration 48Q: 3 clusters Score -2.359776e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219035 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -23597684.000000 Penalty: 6114.298340
	Iteration 49Q: 3 clusters Score -2.359768e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219439 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -23597516.000000 Penalty: 6114.298340
	Iteration 50Q: 3 clusters Score -2.359752e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219808 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -23597486.000000 Penalty: 6114.298340
	Iteration 51Q: 3 clusters Score -2.359749e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220163 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -23597344.000000 Penalty: 6114.298340
	Iteration 52Q: 3 clusters Score -2.359734e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220466 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -23597250.000000 Penalty: 6114.298340
	Iteration 53Q: 3 clusters Score -2.359725e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220765 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -23597172.000000 Penalty: 6114.298340
	Iteration 54Q: 3 clusters Score -2.359717e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221064 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -23597062.000000 Penalty: 6114.298340
	Iteration 55Q: 3 clusters Score -2.359706e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221326 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -23597012.000000 Penalty: 6114.298340
	Iteration 56Q: 3 clusters Score -2.359701e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221569 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -23597006.000000 Penalty: 6114.298340
	Iteration 57Q: 3 clusters Score -2.359701e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221793 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -23596974.000000 Penalty: 6114.298340
	Iteration 58Q: 3 clusters Score -2.359697e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222001 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -23596862.000000 Penalty: 6114.298340
	Iteration 59Q: 3 clusters Score -2.359686e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222191 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -23596806.000000 Penalty: 6114.298340
	Iteration 60F: 3 clusters Score -2.359681e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222369 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -23596694.000000 Penalty: 6114.298340
	Iteration 61Q: 3 clusters Score -2.359669e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222535 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -23596684.000000 Penalty: 6114.298340
	Iteration 62Q: 3 clusters Score -2.359668e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222690 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -23596648.000000 Penalty: 6114.298340
	Iteration 63Q: 3 clusters Score -2.359665e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222842 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -23596598.000000 Penalty: 6114.298340
	Iteration 64Q: 3 clusters Score -2.35966e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222983 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -23596560.000000 Penalty: 6114.298340
	Iteration 65Q: 3 clusters Score -2.359656e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223114 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -23596588.000000 Penalty: 6114.298340
	Iteration 66Q: 3 clusters Score -2.359659e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223230 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -23596530.000000 Penalty: 6114.298340
	Iteration 67Q: 3 clusters Score -2.359653e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223356 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -23596472.000000 Penalty: 6114.298340
	Iteration 68Q: 3 clusters Score -2.359647e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223484 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23596446.000000 Penalty: 6114.298340
	Iteration 69Q: 3 clusters Score -2.359645e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223597 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -23596396.000000 Penalty: 6114.298340
	Iteration 70Q: 3 clusters Score -2.35964e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223700 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -23596362.000000 Penalty: 6114.298340
	Iteration 71Q: 3 clusters Score -2.359636e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223804 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -23596380.000000 Penalty: 6114.298340
	Iteration 72Q: 3 clusters Score -2.359638e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223879 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -23596384.000000 Penalty: 6114.298340
	Iteration 73Q: 3 clusters Score -2.359638e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223958 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -23596386.000000 Penalty: 6114.298340
	Iteration 74Q: 3 clusters Score -2.359639e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224032 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23596364.000000 Penalty: 6114.298340
	Iteration 75Q: 3 clusters Score -2.359636e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224101 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -23596322.000000 Penalty: 6114.298340
	Iteration 76Q: 3 clusters Score -2.359632e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224164 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -23596272.000000 Penalty: 6114.298340
	Iteration 77Q: 3 clusters Score -2.359627e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224222 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -23596260.000000 Penalty: 6114.298340
	Iteration 78Q: 3 clusters Score -2.359626e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224273 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -23596248.000000 Penalty: 6114.298340
	Iteration 79Q: 3 clusters Score -2.359625e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224324 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -23596212.000000 Penalty: 6114.298340
	Iteration 80F: 3 clusters Score -2.359621e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224364 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -23596226.000000 Penalty: 6114.298340
	Iteration 81Q: 3 clusters Score -2.359623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224399 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -23596196.000000 Penalty: 6114.298340
	Iteration 82Q: 3 clusters Score -2.35962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224435 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -23596158.000000 Penalty: 6114.298340
	Iteration 83Q: 3 clusters Score -2.359616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224468 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -23596142.000000 Penalty: 6114.298340
	Iteration 84Q: 3 clusters Score -2.359614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224503 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -23596168.000000 Penalty: 6114.298340
	Iteration 85Q: 3 clusters Score -2.359617e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224530 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -23596156.000000 Penalty: 6114.298340
	Iteration 86Q: 3 clusters Score -2.359616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224547 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -23596124.000000 Penalty: 6114.298340
	Iteration 87Q: 3 clusters Score -2.359612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224563 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -23596120.000000 Penalty: 6114.298340
	Iteration 88Q: 3 clusters Score -2.359612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224581 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -23596142.000000 Penalty: 6114.298340
	Iteration 89Q: 3 clusters Score -2.359614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224598 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -23596152.000000 Penalty: 6114.298340
	Iteration 90Q: 3 clusters Score -2.359615e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224618 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -23596142.000000 Penalty: 6114.298340
	Iteration 91Q: 3 clusters Score -2.359614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224636 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23596136.000000 Penalty: 6114.298340
	Iteration 92Q: 3 clusters Score -2.359614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224654 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23596156.000000 Penalty: 6114.298340
	Iteration 93Q: 3 clusters Score -2.359616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224672 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -23596128.000000 Penalty: 6114.298340
	Iteration 94Q: 3 clusters Score -2.359613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224689 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -23596122.000000 Penalty: 6114.298340
	Iteration 95Q: 3 clusters Score -2.359612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224706 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -23596108.000000 Penalty: 6114.298340
	Iteration 96Q: 3 clusters Score -2.359611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224722 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -23596104.000000 Penalty: 6114.298340
	Iteration 97Q: 3 clusters Score -2.35961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224738 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -23596096.000000 Penalty: 6114.298340
	Iteration 98Q: 3 clusters Score -2.35961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224751 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -23596094.000000 Penalty: 6114.298340
	Iteration 99Q: 3 clusters Score -2.359609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224762 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -23596096.000000 Penalty: 6114.298340
	Iteration 100F: 3 clusters Score -2.35961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224778 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -23596090.000000 Penalty: 6114.298340
	Iteration 101Q: 3 clusters Score -2.359609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224790 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -23596108.000000 Penalty: 6114.298340
	Iteration 102Q: 3 clusters Score -2.359611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224800 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -23596118.000000 Penalty: 6114.298340
	Iteration 103Q: 3 clusters Score -2.359612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224809 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23596122.000000 Penalty: 6114.298340
	Iteration 104Q: 3 clusters Score -2.359612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224814 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -23596130.000000 Penalty: 6114.298340
	Iteration 105Q: 3 clusters Score -2.359613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224819 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -23596104.000000 Penalty: 6114.298340
	Iteration 106Q: 3 clusters Score -2.35961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224823 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23596116.000000 Penalty: 6114.298340
	Iteration 107Q: 3 clusters Score -2.359612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224826 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23596118.000000 Penalty: 6114.298340
	Iteration 108Q: 3 clusters Score -2.359612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224830 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23596132.000000 Penalty: 6114.298340
	Iteration 109Q: 3 clusters Score -2.359613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224838 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -23596132.000000 Penalty: 6114.298340
	Iteration 110Q: 3 clusters Score -2.359613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224845 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -23596110.000000 Penalty: 6114.298340
	Iteration 111Q: 3 clusters Score -2.359611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224846 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -23596116.000000 Penalty: 6114.298340
	Iteration 112Q: 3 clusters Score -2.359612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224846 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -23596116.000000 Penalty: 6114.298340
	Iteration 113F: 3 clusters Score -2.359612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75043.304688 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75043.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75372.242188 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75372.24 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75520.710938 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75520.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75653.031250 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -75653.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75785.195312 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -75785.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75965.304688 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -75965.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75995.617188 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -75995.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -76023.398438 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -76023.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76033.351562 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -76033.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76040.359375 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -76040.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76046.093750 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -76046.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -76052.710938 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -76052.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76059.625000 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -76059.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -76064.726562 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -76064.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76068.296875 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -76068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -76077.539062 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -76077.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76086.101562 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -76086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76089.265625 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -76089.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -76089.265625 Penalty: 3337.992676
	Iteration 18F: 3 clusters Score -76089.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (91923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91923 members 
Entering Unmasked Estep 
Score: -9675948.000000 Penalty: 2834.319092
	Iteration 0F: 2 clusters Score -9675948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -9614511.000000 Penalty: 5668.638184
	Iteration 0F: 3 clusters Score -9614511 nChanged 43147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -9639077.000000 Penalty: 5668.638184
	Iteration 1F: 3 clusters Score -9639077 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -9639656.000000 Penalty: 5668.638184
	Iteration 2Q: 3 clusters Score -9639656 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -9640214.000000 Penalty: 5668.638184
	Iteration 3Q: 3 clusters Score -9640214 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -9640844.000000 Penalty: 5668.638184
	Iteration 4Q: 3 clusters Score -9640844 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -9641569.000000 Penalty: 5668.638184
	Iteration 5Q: 3 clusters Score -9641569 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -9642570.000000 Penalty: 5668.638184
	Iteration 6Q: 3 clusters Score -9642570 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -9644088.000000 Penalty: 5668.638184
	Iteration 7Q: 3 clusters Score -9644088 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -9646307.000000 Penalty: 5668.638184
	Iteration 8Q: 3 clusters Score -9646307 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -9649574.000000 Penalty: 5668.638184
	Iteration 9F: 3 clusters Score -9649574 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -9653955.000000 Penalty: 5668.638184
	Iteration 10F: 3 clusters Score -9653955 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -9659058.000000 Penalty: 5668.638184
	Iteration 11F: 3 clusters Score -9659058 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -9663635.000000 Penalty: 5668.638184
	Iteration 12F: 3 clusters Score -9663635 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -9667077.000000 Penalty: 5668.638184
	Iteration 13Q: 3 clusters Score -9667077 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86396 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -9669467.000000 Penalty: 5668.638184
	Iteration 14Q: 3 clusters Score -9669467 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88271 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -9670914.000000 Penalty: 5668.638184
	Iteration 15Q: 3 clusters Score -9670914 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9671962.000000 Penalty: 5668.638184
	Iteration 16Q: 3 clusters Score -9671962 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90226 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9672521.000000 Penalty: 5668.638184
	Iteration 17Q: 3 clusters Score -9672521 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9672858.000000 Penalty: 5668.638184
	Iteration 18Q: 3 clusters Score -9672858 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90892 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9673045.000000 Penalty: 5668.638184
	Iteration 19Q: 3 clusters Score -9673045 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9673185.000000 Penalty: 5668.638184
	Iteration 20F: 3 clusters Score -9673185 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9673289.000000 Penalty: 5668.638184
	Iteration 21Q: 3 clusters Score -9673289 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9673339.000000 Penalty: 5668.638184
	Iteration 22Q: 3 clusters Score -9673339 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91307 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9673393.000000 Penalty: 5668.638184
	Iteration 23Q: 3 clusters Score -9673393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91336 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9673416.000000 Penalty: 5668.638184
	Iteration 24Q: 3 clusters Score -9673416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91355 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9673439.000000 Penalty: 5668.638184
	Iteration 25Q: 3 clusters Score -9673439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9673445.000000 Penalty: 5668.638184
	Iteration 26Q: 3 clusters Score -9673445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9673461.000000 Penalty: 5668.638184
	Iteration 27Q: 3 clusters Score -9673461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9673462.000000 Penalty: 5668.638184
	Iteration 28Q: 3 clusters Score -9673462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9673467.000000 Penalty: 5668.638184
	Iteration 29Q: 3 clusters Score -9673467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9673473.000000 Penalty: 5668.638184
	Iteration 30Q: 3 clusters Score -9673473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9673469.000000 Penalty: 5668.638184
	Iteration 31Q: 3 clusters Score -9673469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9673483.000000 Penalty: 5668.638184
	Iteration 32Q: 3 clusters Score -9673483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91426 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9673479.000000 Penalty: 5668.638184
	Iteration 33Q: 3 clusters Score -9673479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9673487.000000 Penalty: 5668.638184
	Iteration 34Q: 3 clusters Score -9673487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9673484.000000 Penalty: 5668.638184
	Iteration 35Q: 3 clusters Score -9673484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9673487.000000 Penalty: 5668.638184
	Iteration 36Q: 3 clusters Score -9673487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9673486.000000 Penalty: 5668.638184
	Iteration 37Q: 3 clusters Score -9673486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9673486.000000 Penalty: 5668.638184
	Iteration 38F: 3 clusters Score -9673486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Entering Unmasked Estep 
Score: -1015484.500000 Penalty: 2287.930176
	Iteration 0F: 2 clusters Score -1015484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1007667.000000 Penalty: 4575.860352
	Iteration 0F: 3 clusters Score -1007667 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1010014.187500 Penalty: 4575.860352
	Iteration 1F: 3 clusters Score -1010014 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1010432.875000 Penalty: 4575.860352
	Iteration 2F: 3 clusters Score -1010433 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1010822.250000 Penalty: 4575.860352
	Iteration 3F: 3 clusters Score -1010822 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1011364.812500 Penalty: 4575.860352
	Iteration 4F: 3 clusters Score -1011365 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1012071.875000 Penalty: 4575.860352
	Iteration 5F: 3 clusters Score -1012072 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1012877.062500 Penalty: 4575.860352
	Iteration 6F: 3 clusters Score -1012877 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1013652.812500 Penalty: 4575.860352
	Iteration 7F: 3 clusters Score -1013653 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1014118.125000 Penalty: 4575.860352
	Iteration 8F: 3 clusters Score -1014118 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1014302.562500 Penalty: 4575.860352
	Iteration 9Q: 3 clusters Score -1014303 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1014373.000000 Penalty: 4575.860352
	Iteration 10Q: 3 clusters Score -1014373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1014405.000000 Penalty: 4575.860352
	Iteration 11Q: 3 clusters Score -1014405 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1014417.500000 Penalty: 4575.860352
	Iteration 12Q: 3 clusters Score -1014418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1014427.687500 Penalty: 4575.860352
	Iteration 13Q: 3 clusters Score -1014428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1014434.500000 Penalty: 4575.860352
	Iteration 14Q: 3 clusters Score -1014434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1014435.375000 Penalty: 4575.860352
	Iteration 15Q: 3 clusters Score -1014435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1014439.812500 Penalty: 4575.860352
	Iteration 16Q: 3 clusters Score -1014440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1014440.562500 Penalty: 4575.860352
	Iteration 17Q: 3 clusters Score -1014441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1014440.875000 Penalty: 4575.860352
	Iteration 18Q: 3 clusters Score -1014441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1014442.437500 Penalty: 4575.860352
	Iteration 19Q: 3 clusters Score -1014442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1014446.375000 Penalty: 4575.860352
	Iteration 20F: 3 clusters Score -1014446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1014447.875000 Penalty: 4575.860352
	Iteration 21Q: 3 clusters Score -1014448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1014452.687500 Penalty: 4575.860352
	Iteration 22Q: 3 clusters Score -1014453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1014451.625000 Penalty: 4575.860352
	Iteration 23Q: 3 clusters Score -1014452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1014453.375000 Penalty: 4575.860352
	Iteration 24Q: 3 clusters Score -1014453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1014453.625000 Penalty: 4575.860352
	Iteration 25Q: 3 clusters Score -1014454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1014453.812500 Penalty: 4575.860352
	Iteration 26Q: 3 clusters Score -1014454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1014453.375000 Penalty: 4575.860352
	Iteration 27Q: 3 clusters Score -1014453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1014453.375000 Penalty: 4575.860352
	Iteration 28F: 3 clusters Score -1014453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Entering Unmasked Estep 
Score: -3547441.250000 Penalty: 2582.553711
	Iteration 0F: 2 clusters Score -3547441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3524630.000000 Penalty: 5165.107422
	Iteration 0F: 3 clusters Score -3524630 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3532933.500000 Penalty: 5165.107422
	Iteration 1F: 3 clusters Score -3532934 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3533365.250000 Penalty: 5165.107422
	Iteration 2Q: 3 clusters Score -3533365 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3533756.000000 Penalty: 5165.107422
	Iteration 3Q: 3 clusters Score -3533756 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3534146.750000 Penalty: 5165.107422
	Iteration 4Q: 3 clusters Score -3534147 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3534560.250000 Penalty: 5165.107422
	Iteration 5Q: 3 clusters Score -3534560 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3535060.500000 Penalty: 5165.107422
	Iteration 6Q: 3 clusters Score -3535060 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3535613.000000 Penalty: 5165.107422
	Iteration 7Q: 3 clusters Score -3535613 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3536352.750000 Penalty: 5165.107422
	Iteration 8Q: 3 clusters Score -3536353 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -3537306.500000 Penalty: 5165.107422
	Iteration 9Q: 3 clusters Score -3537306 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3538652.250000 Penalty: 5165.107422
	Iteration 10F: 3 clusters Score -3538652 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3540225.000000 Penalty: 5165.107422
	Iteration 11F: 3 clusters Score -3540225 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3541656.500000 Penalty: 5165.107422
	Iteration 12F: 3 clusters Score -3541656 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -3542381.500000 Penalty: 5165.107422
	Iteration 13Q: 3 clusters Score -3542382 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3542646.250000 Penalty: 5165.107422
	Iteration 14Q: 3 clusters Score -3542646 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3542784.500000 Penalty: 5165.107422
	Iteration 15Q: 3 clusters Score -3542784 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3542870.000000 Penalty: 5165.107422
	Iteration 16Q: 3 clusters Score -3542870 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3542940.000000 Penalty: 5165.107422
	Iteration 17Q: 3 clusters Score -3542940 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3542987.250000 Penalty: 5165.107422
	Iteration 18Q: 3 clusters Score -3542987 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3543016.000000 Penalty: 5165.107422
	Iteration 19Q: 3 clusters Score -3543016 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3543039.750000 Penalty: 5165.107422
	Iteration 20F: 3 clusters Score -3543040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3543074.500000 Penalty: 5165.107422
	Iteration 21Q: 3 clusters Score -3543074 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3543113.500000 Penalty: 5165.107422
	Iteration 22Q: 3 clusters Score -3543114 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3543134.500000 Penalty: 5165.107422
	Iteration 23Q: 3 clusters Score -3543134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3543153.250000 Penalty: 5165.107422
	Iteration 24Q: 3 clusters Score -3543153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -3543179.000000 Penalty: 5165.107422
	Iteration 25Q: 3 clusters Score -3543179 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3543195.500000 Penalty: 5165.107422
	Iteration 26Q: 3 clusters Score -3543196 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3543229.250000 Penalty: 5165.107422
	Iteration 27Q: 3 clusters Score -3543229 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3543254.250000 Penalty: 5165.107422
	Iteration 28Q: 3 clusters Score -3543254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -3543272.500000 Penalty: 5165.107422
	Iteration 29Q: 3 clusters Score -3543272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -3543275.500000 Penalty: 5165.107422
	Iteration 30Q: 3 clusters Score -3543276 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3543288.750000 Penalty: 5165.107422
	Iteration 31Q: 3 clusters Score -3543289 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3543291.250000 Penalty: 5165.107422
	Iteration 32Q: 3 clusters Score -3543291 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -3543310.250000 Penalty: 5165.107422
	Iteration 33Q: 3 clusters Score -3543310 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3543322.750000 Penalty: 5165.107422
	Iteration 34Q: 3 clusters Score -3543323 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3543333.250000 Penalty: 5165.107422
	Iteration 35Q: 3 clusters Score -3543333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3543350.000000 Penalty: 5165.107422
	Iteration 36Q: 3 clusters Score -3543350 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3543384.750000 Penalty: 5165.107422
	Iteration 37Q: 3 clusters Score -3543385 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3543403.500000 Penalty: 5165.107422
	Iteration 38Q: 3 clusters Score -3543404 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -3543444.250000 Penalty: 5165.107422
	Iteration 39Q: 3 clusters Score -3543444 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3543445.500000 Penalty: 5165.107422
	Iteration 40F: 3 clusters Score -3543446 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3543472.000000 Penalty: 5165.107422
	Iteration 41Q: 3 clusters Score -3543472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3543505.000000 Penalty: 5165.107422
	Iteration 42Q: 3 clusters Score -3543505 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3543533.000000 Penalty: 5165.107422
	Iteration 43Q: 3 clusters Score -3543533 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3543563.750000 Penalty: 5165.107422
	Iteration 44Q: 3 clusters Score -3543564 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3543578.750000 Penalty: 5165.107422
	Iteration 45Q: 3 clusters Score -3543579 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3543604.750000 Penalty: 5165.107422
	Iteration 46Q: 3 clusters Score -3543605 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3543624.750000 Penalty: 5165.107422
	Iteration 47Q: 3 clusters Score -3543625 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3543651.000000 Penalty: 5165.107422
	Iteration 48Q: 3 clusters Score -3543651 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3543678 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3543700.000000 Penalty: 5165.107422
	Iteration 50Q: 3 clusters Score -3543700 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3543739.000000 Penalty: 5165.107422
	Iteration 51Q: 3 clusters Score -3543739 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3543767.000000 Penalty: 5165.107422
	Iteration 52Q: 3 clusters Score -3543767 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3543805.250000 Penalty: 5165.107422
	Iteration 53Q: 3 clusters Score -3543805 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3543849.000000 Penalty: 5165.107422
	Iteration 54Q: 3 clusters Score -3543849 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3543881.750000 Penalty: 5165.107422
	Iteration 55Q: 3 clusters Score -3543882 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3543923.250000 Penalty: 5165.107422
	Iteration 56Q: 3 clusters Score -3543923 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3543968.500000 Penalty: 5165.107422
	Iteration 57Q: 3 clusters Score -3543968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3543994.000000 Penalty: 5165.107422
	Iteration 58Q: 3 clusters Score -3543994 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3544054.250000 Penalty: 5165.107422
	Iteration 59Q: 3 clusters Score -3544054 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -3544101.000000 Penalty: 5165.107422
	Iteration 60F: 3 clusters Score -3544101 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3544137.750000 Penalty: 5165.107422
	Iteration 61Q: 3 clusters Score -3544138 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3544175.750000 Penalty: 5165.107422
	Iteration 62Q: 3 clusters Score -3544176 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3544210.250000 Penalty: 5165.107422
	Iteration 63Q: 3 clusters Score -3544210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3544252.750000 Penalty: 5165.107422
	Iteration 64Q: 3 clusters Score -3544253 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3544259.000000 Penalty: 5165.107422
	Iteration 65Q: 3 clusters Score -3544259 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3544287.000000 Penalty: 5165.107422
	Iteration 66Q: 3 clusters Score -3544287 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -3544315.750000 Penalty: 5165.107422
	Iteration 67Q: 3 clusters Score -3544316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -3544343.250000 Penalty: 5165.107422
	Iteration 68Q: 3 clusters Score -3544343 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3544374.250000 Penalty: 5165.107422
	Iteration 69Q: 3 clusters Score -3544374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3544405.500000 Penalty: 5165.107422
	Iteration 70Q: 3 clusters Score -3544406 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3544430.750000 Penalty: 5165.107422
	Iteration 71Q: 3 clusters Score -3544431 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3544459.500000 Penalty: 5165.107422
	Iteration 72Q: 3 clusters Score -3544460 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3544501.750000 Penalty: 5165.107422
	Iteration 73Q: 3 clusters Score -3544502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3544511.750000 Penalty: 5165.107422
	Iteration 74Q: 3 clusters Score -3544512 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3544554.250000 Penalty: 5165.107422
	Iteration 75Q: 3 clusters Score -3544554 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3544587.000000 Penalty: 5165.107422
	Iteration 76Q: 3 clusters Score -3544587 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3544650.500000 Penalty: 5165.107422
	Iteration 77Q: 3 clusters Score -3544650 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -3544704.750000 Penalty: 5165.107422
	Iteration 78Q: 3 clusters Score -3544705 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3544755.750000 Penalty: 5165.107422
	Iteration 79Q: 3 clusters Score -3544756 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3544797.000000 Penalty: 5165.107422
	Iteration 80F: 3 clusters Score -3544797 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3544819.000000 Penalty: 5165.107422
	Iteration 81Q: 3 clusters Score -3544819 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -3544863.000000 Penalty: 5165.107422
	Iteration 82Q: 3 clusters Score -3544863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3544894.750000 Penalty: 5165.107422
	Iteration 83Q: 3 clusters Score -3544895 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3544914.750000 Penalty: 5165.107422
	Iteration 84Q: 3 clusters Score -3544915 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3544951.000000 Penalty: 5165.107422
	Iteration 85Q: 3 clusters Score -3544951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3544973.750000 Penalty: 5165.107422
	Iteration 86Q: 3 clusters Score -3544974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3544998.000000 Penalty: 5165.107422
	Iteration 87Q: 3 clusters Score -3544998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -3545019.500000 Penalty: 5165.107422
	Iteration 88Q: 3 clusters Score -3545020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -3545037.250000 Penalty: 5165.107422
	Iteration 89Q: 3 clusters Score -3545037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -3545066.500000 Penalty: 5165.107422
	Iteration 90Q: 3 clusters Score -3545066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3545087.250000 Penalty: 5165.107422
	Iteration 91Q: 3 clusters Score -3545087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3545098.500000 Penalty: 5165.107422
	Iteration 92Q: 3 clusters Score -3545098 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -3545100.750000 Penalty: 5165.107422
	Iteration 93Q: 3 clusters Score -3545101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3545113.750000 Penalty: 5165.107422
	Iteration 94Q: 3 clusters Score -3545114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3545117.250000 Penalty: 5165.107422
	Iteration 95Q: 3 clusters Score -3545117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -3545124.000000 Penalty: 5165.107422
	Iteration 96Q: 3 clusters Score -3545124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3545124.000000 Penalty: 5165.107422
	Iteration 97Q: 3 clusters Score -3545124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3545139.750000 Penalty: 5165.107422
	Iteration 98Q: 3 clusters Score -3545140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -3545143.250000 Penalty: 5165.107422
	Iteration 99Q: 3 clusters Score -3545143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3545156.000000 Penalty: 5165.107422
	Iteration 100F: 3 clusters Score -3545156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3545163.500000 Penalty: 5165.107422
	Iteration 101Q: 3 clusters Score -3545164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3545180.250000 Penalty: 5165.107422
	Iteration 102Q: 3 clusters Score -3545180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3545192.000000 Penalty: 5165.107422
	Iteration 103Q: 3 clusters Score -3545192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3545201.250000 Penalty: 5165.107422
	Iteration 104Q: 3 clusters Score -3545201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3545213.000000 Penalty: 5165.107422
	Iteration 105Q: 3 clusters Score -3545213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3545222.000000 Penalty: 5165.107422
	Iteration 106Q: 3 clusters Score -3545222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -3545231.250000 Penalty: 5165.107422
	Iteration 107Q: 3 clusters Score -3545231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3545255.750000 Penalty: 5165.107422
	Iteration 108Q: 3 clusters Score -3545256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -3545280.750000 Penalty: 5165.107422
	Iteration 109Q: 3 clusters Score -3545281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3545299.750000 Penalty: 5165.107422
	Iteration 110Q: 3 clusters Score -3545300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -3545316.000000 Penalty: 5165.107422
	Iteration 111Q: 3 clusters Score -3545316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -3545331.500000 Penalty: 5165.107422
	Iteration 112Q: 3 clusters Score -3545332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -3545339.750000 Penalty: 5165.107422
	Iteration 113Q: 3 clusters Score -3545340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3545347.000000 Penalty: 5165.107422
	Iteration 114Q: 3 clusters Score -3545347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3545345.250000 Penalty: 5165.107422
	Iteration 115Q: 3 clusters Score -3545345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -3545348.750000 Penalty: 5165.107422
	Iteration 116Q: 3 clusters Score -3545349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -3545359.000000 Penalty: 5165.107422
	Iteration 117Q: 3 clusters Score -3545359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3545374.000000 Penalty: 5165.107422
	Iteration 118Q: 3 clusters Score -3545374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3545380.500000 Penalty: 5165.107422
	Iteration 119Q: 3 clusters Score -3545380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -3545390.750000 Penalty: 5165.107422
	Iteration 120F: 3 clusters Score -3545391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -3545404.000000 Penalty: 5165.107422
	Iteration 121Q: 3 clusters Score -3545404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -3545412.000000 Penalty: 5165.107422
	Iteration 122Q: 3 clusters Score -3545412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3545413.500000 Penalty: 5165.107422
	Iteration 123Q: 3 clusters Score -3545414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3545418.500000 Penalty: 5165.107422
	Iteration 124Q: 3 clusters Score -3545418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3545425.500000 Penalty: 5165.107422
	Iteration 125Q: 3 clusters Score -3545426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -3545433.750000 Penalty: 5165.107422
	Iteration 126Q: 3 clusters Score -3545434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -3545432.000000 Penalty: 5165.107422
	Iteration 127Q: 3 clusters Score -3545432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3545435.250000 Penalty: 5165.107422
	Iteration 128Q: 3 clusters Score -3545435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3545437.500000 Penalty: 5165.107422
	Iteration 129Q: 3 clusters Score -3545438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -3545438.750000 Penalty: 5165.107422
	Iteration 130Q: 3 clusters Score -3545439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3545433.750000 Penalty: 5165.107422
	Iteration 131Q: 3 clusters Score -3545434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3545433.750000 Penalty: 5165.107422
	Iteration 132F: 3 clusters Score -3545434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Entering Unmasked Estep 
Score: -1493561.750000 Penalty: 2375.249512
	Iteration 0F: 2 clusters Score -1493562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1483025.625000 Penalty: 4750.499023
	Iteration 0F: 3 clusters Score -1483026 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1486490.750000 Penalty: 4750.499023
	Iteration 1F: 3 clusters Score -1486491 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1487042.000000 Penalty: 4750.499023
	Iteration 2F: 3 clusters Score -1487042 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1487733.000000 Penalty: 4750.499023
	Iteration 3F: 3 clusters Score -1487733 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1488518.625000 Penalty: 4750.499023
	Iteration 4F: 3 clusters Score -1488519 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1489385.875000 Penalty: 4750.499023
	Iteration 5F: 3 clusters Score -1489386 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1490283.750000 Penalty: 4750.499023
	Iteration 6F: 3 clusters Score -1490284 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1491019.875000 Penalty: 4750.499023
	Iteration 7F: 3 clusters Score -1491020 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1491542.375000 Penalty: 4750.499023
	Iteration 8F: 3 clusters Score -1491542 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1491885.125000 Penalty: 4750.499023
	Iteration 9Q: 3 clusters Score -1491885 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1492085.500000 Penalty: 4750.499023
	Iteration 10Q: 3 clusters Score -1492086 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1492212.875000 Penalty: 4750.499023
	Iteration 11Q: 3 clusters Score -1492213 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1492296.375000 Penalty: 4750.499023
	Iteration 12Q: 3 clusters Score -1492296 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1492354.375000 Penalty: 4750.499023
	Iteration 13Q: 3 clusters Score -1492354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1492390.500000 Penalty: 4750.499023
	Iteration 14Q: 3 clusters Score -1492390 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1492427.125000 Penalty: 4750.499023
	Iteration 15Q: 3 clusters Score -1492427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1492445.000000 Penalty: 4750.499023
	Iteration 16Q: 3 clusters Score -1492445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1492456.625000 Penalty: 4750.499023
	Iteration 17Q: 3 clusters Score -1492457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1492471.625000 Penalty: 4750.499023
	Iteration 18Q: 3 clusters Score -1492472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1492479.250000 Penalty: 4750.499023
	Iteration 19Q: 3 clusters Score -1492479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1492485.750000 Penalty: 4750.499023
	Iteration 20F: 3 clusters Score -1492486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1492482.875000 Penalty: 4750.499023
	Iteration 21Q: 3 clusters Score -1492483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1492493.000000 Penalty: 4750.499023
	Iteration 22Q: 3 clusters Score -1492493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1492494.375000 Penalty: 4750.499023
	Iteration 23Q: 3 clusters Score -1492494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1492495.750000 Penalty: 4750.499023
	Iteration 24Q: 3 clusters Score -1492496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1492497.625000 Penalty: 4750.499023
	Iteration 25Q: 3 clusters Score -1492498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1492501.625000 Penalty: 4750.499023
	Iteration 26Q: 3 clusters Score -1492502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1492501.625000 Penalty: 4750.499023
	Iteration 27Q: 3 clusters Score -1492502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1492502.250000 Penalty: 4750.499023
	Iteration 28Q: 3 clusters Score -1492502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1492502.875000 Penalty: 4750.499023
	Iteration 29Q: 3 clusters Score -1492503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1492504.000000 Penalty: 4750.499023
	Iteration 30Q: 3 clusters Score -1492504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1492505.750000 Penalty: 4750.499023
	Iteration 31Q: 3 clusters Score -1492506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1492508.000000 Penalty: 4750.499023
	Iteration 32Q: 3 clusters Score -1492508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1492506.875000 Penalty: 4750.499023
	Iteration 33Q: 3 clusters Score -1492507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1492506.125000 Penalty: 4750.499023
	Iteration 34Q: 3 clusters Score -1492506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1492507.500000 Penalty: 4750.499023
	Iteration 35Q: 3 clusters Score -1492508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1492506.375000 Penalty: 4750.499023
	Iteration 36Q: 3 clusters Score -1492506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1492508.125000 Penalty: 4750.499023
	Iteration 37Q: 3 clusters Score -1492508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1492508.500000 Penalty: 4750.499023
	Iteration 38Q: 3 clusters Score -1492508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1492509.875000 Penalty: 4750.499023
	Iteration 39Q: 3 clusters Score -1492510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1492509.250000 Penalty: 4750.499023
	Iteration 40F: 3 clusters Score -1492509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1492510.375000 Penalty: 4750.499023
	Iteration 41Q: 3 clusters Score -1492510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1492516.125000 Penalty: 4750.499023
	Iteration 42Q: 3 clusters Score -1492516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1492514.875000 Penalty: 4750.499023
	Iteration 43Q: 3 clusters Score -1492515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1492514.875000 Penalty: 4750.499023
	Iteration 44F: 3 clusters Score -1492515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Entering Unmasked Estep 
Score: -715876.875000 Penalty: 2191.888916
	Iteration 0F: 2 clusters Score -715876.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -710150.937500 Penalty: 4383.777832
	Iteration 0F: 3 clusters Score -710150.9 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -711608.625000 Penalty: 4383.777832
	Iteration 1F: 3 clusters Score -711608.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -711829.750000 Penalty: 4383.777832
	Iteration 2F: 3 clusters Score -711829.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -711974.125000 Penalty: 4383.777832
	Iteration 3Q: 3 clusters Score -711974.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -712090.812500 Penalty: 4383.777832
	Iteration 4Q: 3 clusters Score -712090.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -712175.562500 Penalty: 4383.777832
	Iteration 5Q: 3 clusters Score -712175.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -712240.500000 Penalty: 4383.777832
	Iteration 6Q: 3 clusters Score -712240.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -712305.250000 Penalty: 4383.777832
	Iteration 7Q: 3 clusters Score -712305.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -712362.250000 Penalty: 4383.777832
	Iteration 8Q: 3 clusters Score -712362.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -712419.437500 Penalty: 4383.777832
	Iteration 9Q: 3 clusters Score -712419.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -712471.937500 Penalty: 4383.777832
	Iteration 10Q: 3 clusters Score -712471.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -712539.437500 Penalty: 4383.777832
	Iteration 11Q: 3 clusters Score -712539.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -712603.937500 Penalty: 4383.777832
	Iteration 12Q: 3 clusters Score -712603.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -712666.812500 Penalty: 4383.777832
	Iteration 13Q: 3 clusters Score -712666.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -712723.562500 Penalty: 4383.777832
	Iteration 14Q: 3 clusters Score -712723.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -712785.125000 Penalty: 4383.777832
	Iteration 15Q: 3 clusters Score -712785.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -712841.000000 Penalty: 4383.777832
	Iteration 16Q: 3 clusters Score -712841 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -712910.937500 Penalty: 4383.777832
	Iteration 17Q: 3 clusters Score -712910.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -712982.875000 Penalty: 4383.777832
	Iteration 18Q: 3 clusters Score -712982.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -713065.625000 Penalty: 4383.777832
	Iteration 19Q: 3 clusters Score -713065.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -713140.375000 Penalty: 4383.777832
	Iteration 20F: 3 clusters Score -713140.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -713226.187500 Penalty: 4383.777832
	Iteration 21Q: 3 clusters Score -713226.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -713300.687500 Penalty: 4383.777832
	Iteration 22Q: 3 clusters Score -713300.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -713361.937500 Penalty: 4383.777832
	Iteration 23Q: 3 clusters Score -713361.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -713415.312500 Penalty: 4383.777832
	Iteration 24Q: 3 clusters Score -713415.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -713439.812500 Penalty: 4383.777832
	Iteration 25Q: 3 clusters Score -713439.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -713457.500000 Penalty: 4383.777832
	Iteration 26Q: 3 clusters Score -713457.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -713471.875000 Penalty: 4383.777832
	Iteration 27Q: 3 clusters Score -713471.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -713484.500000 Penalty: 4383.777832
	Iteration 28Q: 3 clusters Score -713484.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -713491.375000 Penalty: 4383.777832
	Iteration 29Q: 3 clusters Score -713491.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -713500.875000 Penalty: 4383.777832
	Iteration 30Q: 3 clusters Score -713500.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -713511.562500 Penalty: 4383.777832
	Iteration 31Q: 3 clusters Score -713511.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -713520.375000 Penalty: 4383.777832
	Iteration 32Q: 3 clusters Score -713520.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -713532.937500 Penalty: 4383.777832
	Iteration 33Q: 3 clusters Score -713532.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -713537.437500 Penalty: 4383.777832
	Iteration 34Q: 3 clusters Score -713537.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -713544.875000 Penalty: 4383.777832
	Iteration 35Q: 3 clusters Score -713544.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -713547.812500 Penalty: 4383.777832
	Iteration 36Q: 3 clusters Score -713547.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -713551.437500 Penalty: 4383.777832
	Iteration 37Q: 3 clusters Score -713551.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -713554.875000 Penalty: 4383.777832
	Iteration 38Q: 3 clusters Score -713554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -713555.750000 Penalty: 4383.777832
	Iteration 39Q: 3 clusters Score -713555.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -713557.812500 Penalty: 4383.777832
	Iteration 40F: 3 clusters Score -713557.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -713558.562500 Penalty: 4383.777832
	Iteration 41Q: 3 clusters Score -713558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -713560.500000 Penalty: 4383.777832
	Iteration 42Q: 3 clusters Score -713560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -713563.437500 Penalty: 4383.777832
	Iteration 43Q: 3 clusters Score -713563.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -713566.875000 Penalty: 4383.777832
	Iteration 44Q: 3 clusters Score -713566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -713573.312500 Penalty: 4383.777832
	Iteration 45Q: 3 clusters Score -713573.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -713576.687500 Penalty: 4383.777832
	Iteration 46Q: 3 clusters Score -713576.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -713582.125000 Penalty: 4383.777832
	Iteration 47Q: 3 clusters Score -713582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -713583.687500 Penalty: 4383.777832
	Iteration 48Q: 3 clusters Score -713583.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -713588.000000 Penalty: 4383.777832
	Iteration 49Q: 3 clusters Score -713588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -713588.687500 Penalty: 4383.777832
	Iteration 50Q: 3 clusters Score -713588.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -713592.500000 Penalty: 4383.777832
	Iteration 51Q: 3 clusters Score -713592.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -713592.937500 Penalty: 4383.777832
	Iteration 52Q: 3 clusters Score -713592.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -713597.937500 Penalty: 4383.777832
	Iteration 53Q: 3 clusters Score -713597.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -713601.312500 Penalty: 4383.777832
	Iteration 54Q: 3 clusters Score -713601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -713603.375000 Penalty: 4383.777832
	Iteration 55Q: 3 clusters Score -713603.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -713605.312500 Penalty: 4383.777832
	Iteration 56Q: 3 clusters Score -713605.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -713607.000000 Penalty: 4383.777832
	Iteration 57Q: 3 clusters Score -713607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -713608.250000 Penalty: 4383.777832
	Iteration 58Q: 3 clusters Score -713608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -713607.812500 Penalty: 4383.777832
	Iteration 59Q: 3 clusters Score -713607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -713608.312500 Penalty: 4383.777832
	Iteration 60F: 3 clusters Score -713608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -713608.937500 Penalty: 4383.777832
	Iteration 61Q: 3 clusters Score -713608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -713609.687500 Penalty: 4383.777832
	Iteration 62Q: 3 clusters Score -713609.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -713609.812500 Penalty: 4383.777832
	Iteration 63Q: 3 clusters Score -713609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -713609.812500 Penalty: 4383.777832
	Iteration 64F: 3 clusters Score -713609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -165853.312500 Penalty: 1865.152466
	Iteration 0F: 2 clusters Score -165853.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -163355.937500 Penalty: 3730.304932
	Iteration 0F: 3 clusters Score -163355.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -164090.484375 Penalty: 3730.304932
	Iteration 1F: 3 clusters Score -164090.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -164728.718750 Penalty: 3730.304932
	Iteration 2F: 3 clusters Score -164728.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -165324.250000 Penalty: 3730.304932
	Iteration 3F: 3 clusters Score -165324.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166031.359375 Penalty: 3730.304932
	Iteration 4F: 3 clusters Score -166031.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166509.703125 Penalty: 3730.304932
	Iteration 5F: 3 clusters Score -166509.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -166725.015625 Penalty: 3730.304932
	Iteration 6F: 3 clusters Score -166725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -166832.921875 Penalty: 3730.304932
	Iteration 7Q: 3 clusters Score -166832.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -166886.750000 Penalty: 3730.304932
	Iteration 8Q: 3 clusters Score -166886.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -166940.703125 Penalty: 3730.304932
	Iteration 9Q: 3 clusters Score -166940.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -167050.093750 Penalty: 3730.304932
	Iteration 10Q: 3 clusters Score -167050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -167136.531250 Penalty: 3730.304932
	Iteration 11Q: 3 clusters Score -167136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -167148.343750 Penalty: 3730.304932
	Iteration 12Q: 3 clusters Score -167148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -167150.484375 Penalty: 3730.304932
	Iteration 13Q: 3 clusters Score -167150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167150.718750 Penalty: 3730.304932
	Iteration 14Q: 3 clusters Score -167150.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167150.718750 Penalty: 3730.304932
	Iteration 15F: 3 clusters Score -167150.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225757 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91923 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 7 contains 33307 members 
Mstep: Class 8 contains 14438 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 11 contains 1366 members 
Mstep: Class 15 contains 38055 members 
Mstep: Class 16 contains 34197 members 
Mstep: Class 17 contains 21322 members 
Mstep: Class 18 contains 177021 members 
Mstep: Class 20 contains 26114 members 
Entering Unmasked Estep 
Score: -70063528.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70063664.000000 to -70063528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (38055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Entering Unmasked Estep 
Score: -3909243.250000 Penalty: 2615.603516
	Iteration 0F: 2 clusters Score -3909243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3883435.750000 Penalty: 5231.207031
	Iteration 0F: 3 clusters Score -3883436 nChanged 17388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3892923.250000 Penalty: 5231.207031
	Iteration 1F: 3 clusters Score -3892923 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3893298.750000 Penalty: 5231.207031
	Iteration 2Q: 3 clusters Score -3893299 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3893672.750000 Penalty: 5231.207031
	Iteration 3Q: 3 clusters Score -3893673 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3894094.000000 Penalty: 5231.207031
	Iteration 4Q: 3 clusters Score -3894094 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -3894616.500000 Penalty: 5231.207031
	Iteration 5Q: 3 clusters Score -3894616 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3895350.250000 Penalty: 5231.207031
	Iteration 6Q: 3 clusters Score -3895350 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3896447.250000 Penalty: 5231.207031
	Iteration 7F: 3 clusters Score -3896447 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3898062.750000 Penalty: 5231.207031
	Iteration 8F: 3 clusters Score -3898063 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -3900323.750000 Penalty: 5231.207031
	Iteration 9F: 3 clusters Score -3900324 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -3902854.750000 Penalty: 5231.207031
	Iteration 10F: 3 clusters Score -3902855 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3904939.250000 Penalty: 5231.207031
	Iteration 11F: 3 clusters Score -3904939 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -3906033.000000 Penalty: 5231.207031
	Iteration 12Q: 3 clusters Score -3906033 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -3906561.250000 Penalty: 5231.207031
	Iteration 13Q: 3 clusters Score -3906561 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -3906742.750000 Penalty: 5231.207031
	Iteration 14Q: 3 clusters Score -3906743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -3906820.250000 Penalty: 5231.207031
	Iteration 15Q: 3 clusters Score -3906820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -3906866.000000 Penalty: 5231.207031
	Iteration 16Q: 3 clusters Score -3906866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -3906899.750000 Penalty: 5231.207031
	Iteration 17Q: 3 clusters Score -3906900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -3906913.750000 Penalty: 5231.207031
	Iteration 18Q: 3 clusters Score -3906914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -3906936.500000 Penalty: 5231.207031
	Iteration 19Q: 3 clusters Score -3906936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -3906940.000000 Penalty: 5231.207031
	Iteration 20F: 3 clusters Score -3906940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -3906946.000000 Penalty: 5231.207031
	Iteration 21Q: 3 clusters Score -3906946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -3906957.750000 Penalty: 5231.207031
	Iteration 22Q: 3 clusters Score -3906958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -3906961.000000 Penalty: 5231.207031
	Iteration 23Q: 3 clusters Score -3906961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3906958.500000 Penalty: 5231.207031
	Iteration 24Q: 3 clusters Score -3906958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3906966.500000 Penalty: 5231.207031
	Iteration 25Q: 3 clusters Score -3906966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -3906967.750000 Penalty: 5231.207031
	Iteration 26Q: 3 clusters Score -3906968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -3906974.500000 Penalty: 5231.207031
	Iteration 27Q: 3 clusters Score -3906974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3906981.000000 Penalty: 5231.207031
	Iteration 28Q: 3 clusters Score -3906981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -3906981.000000 Penalty: 5231.207031
	Iteration 29F: 3 clusters Score -3906981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Entering Unmasked Estep 
Score: -3642205.250000 Penalty: 2589.093506
	Iteration 0F: 2 clusters Score -3642205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3618979.000000 Penalty: 5178.187012
	Iteration 0F: 3 clusters Score -3618979 nChanged 15543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3627296.000000 Penalty: 5178.187012
	Iteration 1F: 3 clusters Score -3627296 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -3627788.750000 Penalty: 5178.187012
	Iteration 2Q: 3 clusters Score -3627789 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3628250.750000 Penalty: 5178.187012
	Iteration 3Q: 3 clusters Score -3628251 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3628752.750000 Penalty: 5178.187012
	Iteration 4Q: 3 clusters Score -3628753 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3629440.500000 Penalty: 5178.187012
	Iteration 5Q: 3 clusters Score -3629440 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3630550.500000 Penalty: 5178.187012
	Iteration 6F: 3 clusters Score -3630550 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3632130.250000 Penalty: 5178.187012
	Iteration 7F: 3 clusters Score -3632130 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3634174.250000 Penalty: 5178.187012
	Iteration 8F: 3 clusters Score -3634174 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3636282.250000 Penalty: 5178.187012
	Iteration 9F: 3 clusters Score -3636282 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3637992.000000 Penalty: 5178.187012
	Iteration 10F: 3 clusters Score -3637992 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3639036.500000 Penalty: 5178.187012
	Iteration 11Q: 3 clusters Score -3639036 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3639573.000000 Penalty: 5178.187012
	Iteration 12Q: 3 clusters Score -3639573 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3639839.250000 Penalty: 5178.187012
	Iteration 13Q: 3 clusters Score -3639839 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3639971.500000 Penalty: 5178.187012
	Iteration 14Q: 3 clusters Score -3639972 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3640046.000000 Penalty: 5178.187012
	Iteration 15Q: 3 clusters Score -3640046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3640081.750000 Penalty: 5178.187012
	Iteration 16Q: 3 clusters Score -3640082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3640103.000000 Penalty: 5178.187012
	Iteration 17Q: 3 clusters Score -3640103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3640117.000000 Penalty: 5178.187012
	Iteration 18Q: 3 clusters Score -3640117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3640126.250000 Penalty: 5178.187012
	Iteration 19Q: 3 clusters Score -3640126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3640142.250000 Penalty: 5178.187012
	Iteration 20F: 3 clusters Score -3640142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3640150.750000 Penalty: 5178.187012
	Iteration 21Q: 3 clusters Score -3640151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3640164.750000 Penalty: 5178.187012
	Iteration 22Q: 3 clusters Score -3640165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3640167.250000 Penalty: 5178.187012
	Iteration 23Q: 3 clusters Score -3640167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3640167.000000 Penalty: 5178.187012
	Iteration 24Q: 3 clusters Score -3640167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3640182.500000 Penalty: 5178.187012
	Iteration 25Q: 3 clusters Score -3640182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3640190.500000 Penalty: 5178.187012
	Iteration 26Q: 3 clusters Score -3640190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3640200.750000 Penalty: 5178.187012
	Iteration 27Q: 3 clusters Score -3640201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3640204.500000 Penalty: 5178.187012
	Iteration 28Q: 3 clusters Score -3640204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3640200.500000 Penalty: 5178.187012
	Iteration 29Q: 3 clusters Score -3640200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3640200.750000 Penalty: 5178.187012
	Iteration 30Q: 3 clusters Score -3640201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3640201.750000 Penalty: 5178.187012
	Iteration 31Q: 3 clusters Score -3640202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3640200.250000 Penalty: 5178.187012
	Iteration 32Q: 3 clusters Score -3640200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3640200.000000 Penalty: 5178.187012
	Iteration 33Q: 3 clusters Score -3640200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3640203.750000 Penalty: 5178.187012
	Iteration 34Q: 3 clusters Score -3640204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3640207.250000 Penalty: 5178.187012
	Iteration 35Q: 3 clusters Score -3640207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3640207.000000 Penalty: 5178.187012
	Iteration 36Q: 3 clusters Score -3640207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3640210.000000 Penalty: 5178.187012
	Iteration 37Q: 3 clusters Score -3640210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3640209.500000 Penalty: 5178.187012
	Iteration 38Q: 3 clusters Score -3640210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3640208.500000 Penalty: 5178.187012
	Iteration 39Q: 3 clusters Score -3640208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3640208.500000 Penalty: 5178.187012
	Iteration 40F: 3 clusters Score -3640208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Entering Unmasked Estep 
Score: -2268082.500000 Penalty: 2471.938721
	Iteration 0F: 2 clusters Score -2268082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2253113.750000 Penalty: 4943.877441
	Iteration 0F: 3 clusters Score -2253114 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2258069.000000 Penalty: 4943.877441
	Iteration 1F: 3 clusters Score -2258069 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2258501.500000 Penalty: 4943.877441
	Iteration 2F: 3 clusters Score -2258502 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2258898.250000 Penalty: 4943.877441
	Iteration 3Q: 3 clusters Score -2258898 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2259267.000000 Penalty: 4943.877441
	Iteration 4Q: 3 clusters Score -2259267 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2259671.250000 Penalty: 4943.877441
	Iteration 5Q: 3 clusters Score -2259671 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2260146.500000 Penalty: 4943.877441
	Iteration 6Q: 3 clusters Score -2260146 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2260604.750000 Penalty: 4943.877441
	Iteration 7Q: 3 clusters Score -2260605 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2261107.750000 Penalty: 4943.877441
	Iteration 8Q: 3 clusters Score -2261108 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2261676.500000 Penalty: 4943.877441
	Iteration 9Q: 3 clusters Score -2261676 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2262269.250000 Penalty: 4943.877441
	Iteration 10Q: 3 clusters Score -2262269 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2262773.250000 Penalty: 4943.877441
	Iteration 11Q: 3 clusters Score -2262773 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2263185.000000 Penalty: 4943.877441
	Iteration 12Q: 3 clusters Score -2263185 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2263512.500000 Penalty: 4943.877441
	Iteration 13Q: 3 clusters Score -2263512 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2263726.500000 Penalty: 4943.877441
	Iteration 14Q: 3 clusters Score -2263726 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2263872.500000 Penalty: 4943.877441
	Iteration 15Q: 3 clusters Score -2263872 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2263961.000000 Penalty: 4943.877441
	Iteration 16Q: 3 clusters Score -2263961 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2264015.000000 Penalty: 4943.877441
	Iteration 17Q: 3 clusters Score -2264015 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2264055.750000 Penalty: 4943.877441
	Iteration 18Q: 3 clusters Score -2264056 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2264095.750000 Penalty: 4943.877441
	Iteration 19Q: 3 clusters Score -2264096 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2264130.000000 Penalty: 4943.877441
	Iteration 20F: 3 clusters Score -2264130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2264164.750000 Penalty: 4943.877441
	Iteration 21Q: 3 clusters Score -2264165 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2264200.250000 Penalty: 4943.877441
	Iteration 22Q: 3 clusters Score -2264200 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2264235.000000 Penalty: 4943.877441
	Iteration 23Q: 3 clusters Score -2264235 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2264268.500000 Penalty: 4943.877441
	Iteration 24Q: 3 clusters Score -2264268 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2264292.250000 Penalty: 4943.877441
	Iteration 25Q: 3 clusters Score -2264292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2264327.750000 Penalty: 4943.877441
	Iteration 26Q: 3 clusters Score -2264328 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2264370.250000 Penalty: 4943.877441
	Iteration 27Q: 3 clusters Score -2264370 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2264411.500000 Penalty: 4943.877441
	Iteration 28Q: 3 clusters Score -2264412 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2264461.750000 Penalty: 4943.877441
	Iteration 29Q: 3 clusters Score -2264462 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2264494.500000 Penalty: 4943.877441
	Iteration 30Q: 3 clusters Score -2264494 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2264550.250000 Penalty: 4943.877441
	Iteration 31Q: 3 clusters Score -2264550 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2264610.250000 Penalty: 4943.877441
	Iteration 32Q: 3 clusters Score -2264610 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2264677.500000 Penalty: 4943.877441
	Iteration 33Q: 3 clusters Score -2264678 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2264740.750000 Penalty: 4943.877441
	Iteration 34Q: 3 clusters Score -2264741 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2264801.500000 Penalty: 4943.877441
	Iteration 35Q: 3 clusters Score -2264802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2264881.250000 Penalty: 4943.877441
	Iteration 36Q: 3 clusters Score -2264881 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2264928.250000 Penalty: 4943.877441
	Iteration 37Q: 3 clusters Score -2264928 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2264993.500000 Penalty: 4943.877441
	Iteration 38Q: 3 clusters Score -2264994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2265048.750000 Penalty: 4943.877441
	Iteration 39Q: 3 clusters Score -2265049 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2265099.250000 Penalty: 4943.877441
	Iteration 40F: 3 clusters Score -2265099 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2265151.250000 Penalty: 4943.877441
	Iteration 41Q: 3 clusters Score -2265151 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2265176.500000 Penalty: 4943.877441
	Iteration 42Q: 3 clusters Score -2265176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2265199.250000 Penalty: 4943.877441
	Iteration 43Q: 3 clusters Score -2265199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2265229.250000 Penalty: 4943.877441
	Iteration 44Q: 3 clusters Score -2265229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2265258.500000 Penalty: 4943.877441
	Iteration 45Q: 3 clusters Score -2265258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2265290.500000 Penalty: 4943.877441
	Iteration 46Q: 3 clusters Score -2265290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2265324.500000 Penalty: 4943.877441
	Iteration 47Q: 3 clusters Score -2265324 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2265374.250000 Penalty: 4943.877441
	Iteration 48Q: 3 clusters Score -2265374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2265433.750000 Penalty: 4943.877441
	Iteration 49Q: 3 clusters Score -2265434 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2265476.250000 Penalty: 4943.877441
	Iteration 50Q: 3 clusters Score -2265476 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2265520.500000 Penalty: 4943.877441
	Iteration 51Q: 3 clusters Score -2265520 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2265571.000000 Penalty: 4943.877441
	Iteration 52Q: 3 clusters Score -2265571 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2265621.750000 Penalty: 4943.877441
	Iteration 53Q: 3 clusters Score -2265622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2265658.250000 Penalty: 4943.877441
	Iteration 54Q: 3 clusters Score -2265658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2265685.250000 Penalty: 4943.877441
	Iteration 55Q: 3 clusters Score -2265685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2265712.750000 Penalty: 4943.877441
	Iteration 56Q: 3 clusters Score -2265713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2265738.750000 Penalty: 4943.877441
	Iteration 57Q: 3 clusters Score -2265739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2265774.750000 Penalty: 4943.877441
	Iteration 58Q: 3 clusters Score -2265775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2265803.000000 Penalty: 4943.877441
	Iteration 59Q: 3 clusters Score -2265803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2265828.250000 Penalty: 4943.877441
	Iteration 60F: 3 clusters Score -2265828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2265851.500000 Penalty: 4943.877441
	Iteration 61Q: 3 clusters Score -2265852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2265864.250000 Penalty: 4943.877441
	Iteration 62Q: 3 clusters Score -2265864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2265875.750000 Penalty: 4943.877441
	Iteration 63Q: 3 clusters Score -2265876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2265886.000000 Penalty: 4943.877441
	Iteration 64Q: 3 clusters Score -2265886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2265906.000000 Penalty: 4943.877441
	Iteration 65Q: 3 clusters Score -2265906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2265909.250000 Penalty: 4943.877441
	Iteration 66Q: 3 clusters Score -2265909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2265921.500000 Penalty: 4943.877441
	Iteration 67Q: 3 clusters Score -2265922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2265929.750000 Penalty: 4943.877441
	Iteration 68Q: 3 clusters Score -2265930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2265940.000000 Penalty: 4943.877441
	Iteration 69Q: 3 clusters Score -2265940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2265945.000000 Penalty: 4943.877441
	Iteration 70Q: 3 clusters Score -2265945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2265952.500000 Penalty: 4943.877441
	Iteration 71Q: 3 clusters Score -2265952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2265956.250000 Penalty: 4943.877441
	Iteration 72Q: 3 clusters Score -2265956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2265957.750000 Penalty: 4943.877441
	Iteration 73Q: 3 clusters Score -2265958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2265964.500000 Penalty: 4943.877441
	Iteration 74Q: 3 clusters Score -2265964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2265966.750000 Penalty: 4943.877441
	Iteration 75Q: 3 clusters Score -2265967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2265964.250000 Penalty: 4943.877441
	Iteration 76Q: 3 clusters Score -2265964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2265969.750000 Penalty: 4943.877441
	Iteration 77Q: 3 clusters Score -2265970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2265968.250000 Penalty: 4943.877441
	Iteration 78Q: 3 clusters Score -2265968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2265972.000000 Penalty: 4943.877441
	Iteration 79Q: 3 clusters Score -2265972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2265973.000000 Penalty: 4943.877441
	Iteration 80F: 3 clusters Score -2265973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2265972.750000 Penalty: 4943.877441
	Iteration 81Q: 3 clusters Score -2265973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2265972.750000 Penalty: 4943.877441
	Iteration 82F: 3 clusters Score -2265973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (177021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Entering Unmasked Estep 
Score: -18484256.000000 Penalty: 2996.837891
	Iteration 0F: 2 clusters Score -1.848426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -18371924.000000 Penalty: 5993.675781
	Iteration 0F: 3 clusters Score -1.837192e+07 nChanged 85265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91828 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -18423384.000000 Penalty: 5993.675781
	Iteration 1F: 3 clusters Score -1.842338e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -18425888.000000 Penalty: 5993.675781
	Iteration 2Q: 3 clusters Score -1.842589e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -18429674.000000 Penalty: 5993.675781
	Iteration 3Q: 3 clusters Score -1.842967e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -18435340.000000 Penalty: 5993.675781
	Iteration 4F: 3 clusters Score -1.843534e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -18443150.000000 Penalty: 5993.675781
	Iteration 5F: 3 clusters Score -1.844315e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109287 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -18452966.000000 Penalty: 5993.675781
	Iteration 6F: 3 clusters Score -1.845297e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112660 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -18461890.000000 Penalty: 5993.675781
	Iteration 7F: 3 clusters Score -1.846189e+07 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115045 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -18467062.000000 Penalty: 5993.675781
	Iteration 8F: 3 clusters Score -1.846706e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116721 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -18469668.000000 Penalty: 5993.675781
	Iteration 9Q: 3 clusters Score -1.846967e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118190 members 
Mstep: Class 2 contains 58831 members 
Entering Unmasked Estep 
Score: -18470656.000000 Penalty: 5993.675781
	Iteration 10Q: 3 clusters Score -1.847066e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119521 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -18471238.000000 Penalty: 5993.675781
	Iteration 11Q: 3 clusters Score -1.847124e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120713 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -18471774.000000 Penalty: 5993.675781
	Iteration 12Q: 3 clusters Score -1.847177e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121766 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -18472280.000000 Penalty: 5993.675781
	Iteration 13Q: 3 clusters Score -1.847228e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122769 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -18472680.000000 Penalty: 5993.675781
	Iteration 14Q: 3 clusters Score -1.847268e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123759 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -18473084.000000 Penalty: 5993.675781
	Iteration 15Q: 3 clusters Score -1.847308e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124694 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -18473316.000000 Penalty: 5993.675781
	Iteration 16Q: 3 clusters Score -1.847332e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125570 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -18473616.000000 Penalty: 5993.675781
	Iteration 17Q: 3 clusters Score -1.847362e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126442 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -18473894.000000 Penalty: 5993.675781
	Iteration 18Q: 3 clusters Score -1.847389e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127264 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -18474042.000000 Penalty: 5993.675781
	Iteration 19Q: 3 clusters Score -1.847404e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -18474238.000000 Penalty: 5993.675781
	Iteration 20F: 3 clusters Score -1.847424e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128881 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -18474416.000000 Penalty: 5993.675781
	Iteration 21Q: 3 clusters Score -1.847442e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129656 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -18474490.000000 Penalty: 5993.675781
	Iteration 22Q: 3 clusters Score -1.847449e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130389 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -18474644.000000 Penalty: 5993.675781
	Iteration 23Q: 3 clusters Score -1.847464e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131140 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -18474806.000000 Penalty: 5993.675781
	Iteration 24Q: 3 clusters Score -1.847481e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -18474892.000000 Penalty: 5993.675781
	Iteration 25Q: 3 clusters Score -1.847489e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132631 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -18474982.000000 Penalty: 5993.675781
	Iteration 26Q: 3 clusters Score -1.847498e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133374 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -18475112.000000 Penalty: 5993.675781
	Iteration 27Q: 3 clusters Score -1.847511e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134132 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -18475204.000000 Penalty: 5993.675781
	Iteration 28Q: 3 clusters Score -1.84752e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134891 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -18475340.000000 Penalty: 5993.675781
	Iteration 29Q: 3 clusters Score -1.847534e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135692 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -18475388.000000 Penalty: 5993.675781
	Iteration 30Q: 3 clusters Score -1.847539e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136508 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -18475506.000000 Penalty: 5993.675781
	Iteration 31Q: 3 clusters Score -1.847551e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137321 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -18475608.000000 Penalty: 5993.675781
	Iteration 32Q: 3 clusters Score -1.847561e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -18475614.000000 Penalty: 5993.675781
	Iteration 33Q: 3 clusters Score -1.847561e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138901 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -18475582.000000 Penalty: 5993.675781
	Iteration 34Q: 3 clusters Score -1.847558e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139662 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -18475540.000000 Penalty: 5993.675781
	Iteration 35Q: 3 clusters Score -1.847554e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -18475548.000000 Penalty: 5993.675781
	Iteration 36Q: 3 clusters Score -1.847555e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141220 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -18475620.000000 Penalty: 5993.675781
	Iteration 37Q: 3 clusters Score -1.847562e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -18475580.000000 Penalty: 5993.675781
	Iteration 38Q: 3 clusters Score -1.847558e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142791 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -18475652.000000 Penalty: 5993.675781
	Iteration 39Q: 3 clusters Score -1.847565e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143534 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -18475602.000000 Penalty: 5993.675781
	Iteration 40F: 3 clusters Score -1.84756e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144248 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -18475596.000000 Penalty: 5993.675781
	Iteration 41Q: 3 clusters Score -1.84756e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -18475588.000000 Penalty: 5993.675781
	Iteration 42Q: 3 clusters Score -1.847559e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145596 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -18475594.000000 Penalty: 5993.675781
	Iteration 43Q: 3 clusters Score -1.847559e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146247 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -18475606.000000 Penalty: 5993.675781
	Iteration 44Q: 3 clusters Score -1.847561e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146859 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -18475570.000000 Penalty: 5993.675781
	Iteration 45Q: 3 clusters Score -1.847557e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -18475592.000000 Penalty: 5993.675781
	Iteration 46Q: 3 clusters Score -1.847559e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147983 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -18475650.000000 Penalty: 5993.675781
	Iteration 47Q: 3 clusters Score -1.847565e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148549 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -18475716.000000 Penalty: 5993.675781
	Iteration 48Q: 3 clusters Score -1.847572e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149139 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -18475790.000000 Penalty: 5993.675781
	Iteration 49Q: 3 clusters Score -1.847579e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149689 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -18475858.000000 Penalty: 5993.675781
	Iteration 50Q: 3 clusters Score -1.847586e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150254 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -18475940.000000 Penalty: 5993.675781
	Iteration 51Q: 3 clusters Score -1.847594e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -18475954.000000 Penalty: 5993.675781
	Iteration 52Q: 3 clusters Score -1.847595e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151307 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -18476050.000000 Penalty: 5993.675781
	Iteration 53Q: 3 clusters Score -1.847605e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151851 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -18476122.000000 Penalty: 5993.675781
	Iteration 54Q: 3 clusters Score -1.847612e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152451 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -18476318.000000 Penalty: 5993.675781
	Iteration 55Q: 3 clusters Score -1.847632e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152981 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -18476428.000000 Penalty: 5993.675781
	Iteration 56Q: 3 clusters Score -1.847643e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153520 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -18476520.000000 Penalty: 5993.675781
	Iteration 57Q: 3 clusters Score -1.847652e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154027 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -18476624.000000 Penalty: 5993.675781
	Iteration 58Q: 3 clusters Score -1.847662e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -18476724.000000 Penalty: 5993.675781
	Iteration 59Q: 3 clusters Score -1.847672e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154995 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -18476800.000000 Penalty: 5993.675781
	Iteration 60F: 3 clusters Score -1.84768e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -18476906.000000 Penalty: 5993.675781
	Iteration 61Q: 3 clusters Score -1.847691e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156108 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -18477002.000000 Penalty: 5993.675781
	Iteration 62Q: 3 clusters Score -1.8477e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156706 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -18477032.000000 Penalty: 5993.675781
	Iteration 63Q: 3 clusters Score -1.847703e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157314 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -18477304.000000 Penalty: 5993.675781
	Iteration 64Q: 3 clusters Score -1.84773e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157930 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -18477492.000000 Penalty: 5993.675781
	Iteration 65Q: 3 clusters Score -1.847749e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158555 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -18477744.000000 Penalty: 5993.675781
	Iteration 66Q: 3 clusters Score -1.847774e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -18477982.000000 Penalty: 5993.675781
	Iteration 67Q: 3 clusters Score -1.847798e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159862 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -18478294.000000 Penalty: 5993.675781
	Iteration 68Q: 3 clusters Score -1.847829e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -18478596.000000 Penalty: 5993.675781
	Iteration 69Q: 3 clusters Score -1.84786e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -18478866.000000 Penalty: 5993.675781
	Iteration 70Q: 3 clusters Score -1.847887e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161865 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -18479206.000000 Penalty: 5993.675781
	Iteration 71Q: 3 clusters Score -1.847921e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162533 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -18479638.000000 Penalty: 5993.675781
	Iteration 72Q: 3 clusters Score -1.847964e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163202 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -18480230.000000 Penalty: 5993.675781
	Iteration 73Q: 3 clusters Score -1.848023e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163892 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -18480840.000000 Penalty: 5993.675781
	Iteration 74Q: 3 clusters Score -1.848084e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164587 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -18481582.000000 Penalty: 5993.675781
	Iteration 75Q: 3 clusters Score -1.848158e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165192 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -18482262.000000 Penalty: 5993.675781
	Iteration 76Q: 3 clusters Score -1.848226e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -18482896.000000 Penalty: 5993.675781
	Iteration 77Q: 3 clusters Score -1.84829e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165994 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -18483284.000000 Penalty: 5993.675781
	Iteration 78Q: 3 clusters Score -1.848328e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166208 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -18483590.000000 Penalty: 5993.675781
	Iteration 79Q: 3 clusters Score -1.848359e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166382 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -18483666.000000 Penalty: 5993.675781
	Iteration 80F: 3 clusters Score -1.848367e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166486 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -18483798.000000 Penalty: 5993.675781
	Iteration 81Q: 3 clusters Score -1.84838e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -18483886.000000 Penalty: 5993.675781
	Iteration 82Q: 3 clusters Score -1.848389e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166638 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -18483932.000000 Penalty: 5993.675781
	Iteration 83Q: 3 clusters Score -1.848393e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166672 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -18483922.000000 Penalty: 5993.675781
	Iteration 84Q: 3 clusters Score -1.848392e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -18483974.000000 Penalty: 5993.675781
	Iteration 85Q: 3 clusters Score -1.848397e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166739 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -18483982.000000 Penalty: 5993.675781
	Iteration 86Q: 3 clusters Score -1.848398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -18484014.000000 Penalty: 5993.675781
	Iteration 87Q: 3 clusters Score -1.848401e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166791 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -18484032.000000 Penalty: 5993.675781
	Iteration 88Q: 3 clusters Score -1.848403e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166824 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -18484028.000000 Penalty: 5993.675781
	Iteration 89Q: 3 clusters Score -1.848403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166844 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -18484028.000000 Penalty: 5993.675781
	Iteration 90Q: 3 clusters Score -1.848403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -18484026.000000 Penalty: 5993.675781
	Iteration 91Q: 3 clusters Score -1.848403e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166871 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -18484024.000000 Penalty: 5993.675781
	Iteration 92Q: 3 clusters Score -1.848402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166877 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -18484018.000000 Penalty: 5993.675781
	Iteration 93Q: 3 clusters Score -1.848402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166878 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -18484038.000000 Penalty: 5993.675781
	Iteration 94Q: 3 clusters Score -1.848404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166882 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -18484038.000000 Penalty: 5993.675781
	Iteration 95Q: 3 clusters Score -1.848404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -18484052.000000 Penalty: 5993.675781
	Iteration 96Q: 3 clusters Score -1.848405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166901 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -18484048.000000 Penalty: 5993.675781
	Iteration 97Q: 3 clusters Score -1.848405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166906 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -18484044.000000 Penalty: 5993.675781
	Iteration 98Q: 3 clusters Score -1.848404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166911 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -18484036.000000 Penalty: 5993.675781
	Iteration 99Q: 3 clusters Score -1.848404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -18484038.000000 Penalty: 5993.675781
	Iteration 100F: 3 clusters Score -1.848404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166914 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -18484038.000000 Penalty: 5993.675781
	Iteration 101Q: 3 clusters Score -1.848404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166914 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -18484038.000000 Penalty: 5993.675781
	Iteration 102F: 3 clusters Score -1.848404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -2774544.750000 Penalty: 2522.216309
	Iteration 0F: 2 clusters Score -2774545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2756334.500000 Penalty: 5044.432617
	Iteration 0F: 3 clusters Score -2756334 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2762772.500000 Penalty: 5044.432617
	Iteration 1F: 3 clusters Score -2762772 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2763355.500000 Penalty: 5044.432617
	Iteration 2F: 3 clusters Score -2763356 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2763943.250000 Penalty: 5044.432617
	Iteration 3F: 3 clusters Score -2763943 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2764484.500000 Penalty: 5044.432617
	Iteration 4Q: 3 clusters Score -2764484 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2765066.250000 Penalty: 5044.432617
	Iteration 5Q: 3 clusters Score -2765066 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2765726.250000 Penalty: 5044.432617
	Iteration 6Q: 3 clusters Score -2765726 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2766505.250000 Penalty: 5044.432617
	Iteration 7F: 3 clusters Score -2766505 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2767435.000000 Penalty: 5044.432617
	Iteration 8F: 3 clusters Score -2767435 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2768415.000000 Penalty: 5044.432617
	Iteration 9F: 3 clusters Score -2768415 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2769440.500000 Penalty: 5044.432617
	Iteration 10F: 3 clusters Score -2769440 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2770200.500000 Penalty: 5044.432617
	Iteration 11Q: 3 clusters Score -2770200 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2770664.750000 Penalty: 5044.432617
	Iteration 12Q: 3 clusters Score -2770665 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2770931.250000 Penalty: 5044.432617
	Iteration 13Q: 3 clusters Score -2770931 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2771110.250000 Penalty: 5044.432617
	Iteration 14Q: 3 clusters Score -2771110 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2771256.500000 Penalty: 5044.432617
	Iteration 15Q: 3 clusters Score -2771256 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2771385.500000 Penalty: 5044.432617
	Iteration 16Q: 3 clusters Score -2771386 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2771520.750000 Penalty: 5044.432617
	Iteration 17Q: 3 clusters Score -2771521 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2771647.500000 Penalty: 5044.432617
	Iteration 18Q: 3 clusters Score -2771648 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2771741.750000 Penalty: 5044.432617
	Iteration 19Q: 3 clusters Score -2771742 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2771830.250000 Penalty: 5044.432617
	Iteration 20F: 3 clusters Score -2771830 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2771899.500000 Penalty: 5044.432617
	Iteration 21Q: 3 clusters Score -2771900 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2771988.750000 Penalty: 5044.432617
	Iteration 22Q: 3 clusters Score -2771989 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2772075.000000 Penalty: 5044.432617
	Iteration 23Q: 3 clusters Score -2772075 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2772164.000000 Penalty: 5044.432617
	Iteration 24Q: 3 clusters Score -2772164 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2772227.500000 Penalty: 5044.432617
	Iteration 25Q: 3 clusters Score -2772228 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2772298.500000 Penalty: 5044.432617
	Iteration 26Q: 3 clusters Score -2772298 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2772374.500000 Penalty: 5044.432617
	Iteration 27Q: 3 clusters Score -2772374 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2772436.000000 Penalty: 5044.432617
	Iteration 28Q: 3 clusters Score -2772436 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2772493.250000 Penalty: 5044.432617
	Iteration 29Q: 3 clusters Score -2772493 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2772530.750000 Penalty: 5044.432617
	Iteration 30Q: 3 clusters Score -2772531 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2772576.250000 Penalty: 5044.432617
	Iteration 31Q: 3 clusters Score -2772576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2772602.000000 Penalty: 5044.432617
	Iteration 32Q: 3 clusters Score -2772602 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2772621.750000 Penalty: 5044.432617
	Iteration 33Q: 3 clusters Score -2772622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2772647.250000 Penalty: 5044.432617
	Iteration 34Q: 3 clusters Score -2772647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2772681.500000 Penalty: 5044.432617
	Iteration 35Q: 3 clusters Score -2772682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2772693.750000 Penalty: 5044.432617
	Iteration 36Q: 3 clusters Score -2772694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2772716.000000 Penalty: 5044.432617
	Iteration 37Q: 3 clusters Score -2772716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2772737.250000 Penalty: 5044.432617
	Iteration 38Q: 3 clusters Score -2772737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2772762.000000 Penalty: 5044.432617
	Iteration 39Q: 3 clusters Score -2772762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2772774.750000 Penalty: 5044.432617
	Iteration 40F: 3 clusters Score -2772775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2772791.500000 Penalty: 5044.432617
	Iteration 41Q: 3 clusters Score -2772792 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2772803.500000 Penalty: 5044.432617
	Iteration 42Q: 3 clusters Score -2772804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2772835.250000 Penalty: 5044.432617
	Iteration 43Q: 3 clusters Score -2772835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2772850.000000 Penalty: 5044.432617
	Iteration 44Q: 3 clusters Score -2772850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2772876.000000 Penalty: 5044.432617
	Iteration 45Q: 3 clusters Score -2772876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2772895.250000 Penalty: 5044.432617
	Iteration 46Q: 3 clusters Score -2772895 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2772907.000000 Penalty: 5044.432617
	Iteration 47Q: 3 clusters Score -2772907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2772919.750000 Penalty: 5044.432617
	Iteration 48Q: 3 clusters Score -2772920 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2772944.750000 Penalty: 5044.432617
	Iteration 49Q: 3 clusters Score -2772945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2772957.750000 Penalty: 5044.432617
	Iteration 50Q: 3 clusters Score -2772958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2772974.750000 Penalty: 5044.432617
	Iteration 51Q: 3 clusters Score -2772975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2772987.750000 Penalty: 5044.432617
	Iteration 52Q: 3 clusters Score -2772988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2773003.000000 Penalty: 5044.432617
	Iteration 53Q: 3 clusters Score -2773003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2773011.750000 Penalty: 5044.432617
	Iteration 54Q: 3 clusters Score -2773012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2773009.000000 Penalty: 5044.432617
	Iteration 55Q: 3 clusters Score -2773009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2773019.250000 Penalty: 5044.432617
	Iteration 56Q: 3 clusters Score -2773019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2773029.000000 Penalty: 5044.432617
	Iteration 57Q: 3 clusters Score -2773029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2773037.750000 Penalty: 5044.432617
	Iteration 58Q: 3 clusters Score -2773038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2773042.500000 Penalty: 5044.432617
	Iteration 59Q: 3 clusters Score -2773042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2773048.750000 Penalty: 5044.432617
	Iteration 60F: 3 clusters Score -2773049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2773056.500000 Penalty: 5044.432617
	Iteration 61Q: 3 clusters Score -2773056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2773058.750000 Penalty: 5044.432617
	Iteration 62Q: 3 clusters Score -2773059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2773068.500000 Penalty: 5044.432617
	Iteration 63Q: 3 clusters Score -2773068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2773071.500000 Penalty: 5044.432617
	Iteration 64Q: 3 clusters Score -2773072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2773080.000000 Penalty: 5044.432617
	Iteration 65Q: 3 clusters Score -2773080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2773085.750000 Penalty: 5044.432617
	Iteration 66Q: 3 clusters Score -2773086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2773099.000000 Penalty: 5044.432617
	Iteration 67Q: 3 clusters Score -2773099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2773108.250000 Penalty: 5044.432617
	Iteration 68Q: 3 clusters Score -2773108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2773116.500000 Penalty: 5044.432617
	Iteration 69Q: 3 clusters Score -2773116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2773119.000000 Penalty: 5044.432617
	Iteration 70Q: 3 clusters Score -2773119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2773127.000000 Penalty: 5044.432617
	Iteration 71Q: 3 clusters Score -2773127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2773128.750000 Penalty: 5044.432617
	Iteration 72Q: 3 clusters Score -2773129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2773143.750000 Penalty: 5044.432617
	Iteration 73Q: 3 clusters Score -2773144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2773150.750000 Penalty: 5044.432617
	Iteration 74Q: 3 clusters Score -2773151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2773155.250000 Penalty: 5044.432617
	Iteration 75Q: 3 clusters Score -2773155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2773152.750000 Penalty: 5044.432617
	Iteration 76Q: 3 clusters Score -2773153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2773158.250000 Penalty: 5044.432617
	Iteration 77Q: 3 clusters Score -2773158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2773155.500000 Penalty: 5044.432617
	Iteration 78Q: 3 clusters Score -2773156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2773162.250000 Penalty: 5044.432617
	Iteration 79Q: 3 clusters Score -2773162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2773163.250000 Penalty: 5044.432617
	Iteration 80F: 3 clusters Score -2773163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2773166.750000 Penalty: 5044.432617
	Iteration 81Q: 3 clusters Score -2773167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2773173.500000 Penalty: 5044.432617
	Iteration 82Q: 3 clusters Score -2773174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2773174.750000 Penalty: 5044.432617
	Iteration 83Q: 3 clusters Score -2773175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2773174.000000 Penalty: 5044.432617
	Iteration 84Q: 3 clusters Score -2773174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2773174.500000 Penalty: 5044.432617
	Iteration 85Q: 3 clusters Score -2773174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2773175.000000 Penalty: 5044.432617
	Iteration 86Q: 3 clusters Score -2773175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2773175.750000 Penalty: 5044.432617
	Iteration 87Q: 3 clusters Score -2773176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2773178.750000 Penalty: 5044.432617
	Iteration 88Q: 3 clusters Score -2773179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2773182.250000 Penalty: 5044.432617
	Iteration 89Q: 3 clusters Score -2773182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2773182.750000 Penalty: 5044.432617
	Iteration 90Q: 3 clusters Score -2773183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2773187.500000 Penalty: 5044.432617
	Iteration 91Q: 3 clusters Score -2773188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2773190.000000 Penalty: 5044.432617
	Iteration 92Q: 3 clusters Score -2773190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2773191.250000 Penalty: 5044.432617
	Iteration 93Q: 3 clusters Score -2773191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2773197.500000 Penalty: 5044.432617
	Iteration 94Q: 3 clusters Score -2773198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2773195.250000 Penalty: 5044.432617
	Iteration 95Q: 3 clusters Score -2773195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2773200.000000 Penalty: 5044.432617
	Iteration 96Q: 3 clusters Score -2773200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2773198.250000 Penalty: 5044.432617
	Iteration 97Q: 3 clusters Score -2773198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2773198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2773198.250000 Penalty: 5044.432617
	Iteration 99F: 3 clusters Score -2773198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225757 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 91923 members 
Mstep: Class 4 contains 10153 members 
Mstep: Class 7 contains 33307 members 
Mstep: Class 8 contains 14438 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38055 members 
Mstep: Class 16 contains 34197 members 
Mstep: Class 17 contains 21322 members 
Mstep: Class 18 contains 177021 members 
Mstep: Class 20 contains 26114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 14 clusters Score -7.006365e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225750 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92055 members 
Mstep: Class 4 contains 10145 members 
Mstep: Class 7 contains 33306 members 
Mstep: Class 8 contains 14439 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38053 members 
Mstep: Class 16 contains 34195 members 
Mstep: Class 17 contains 21321 members 
Mstep: Class 18 contains 176909 members 
Mstep: Class 20 contains 26112 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 14 clusters Score -7.006365e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225739 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92186 members 
Mstep: Class 4 contains 10136 members 
Mstep: Class 7 contains 33303 members 
Mstep: Class 8 contains 14435 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 38052 members 
Mstep: Class 16 contains 34191 members 
Mstep: Class 17 contains 21320 members 
Mstep: Class 18 contains 176812 members 
Mstep: Class 20 contains 26108 members 
Entering Unmasked Estep 
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Iteration 321Q: 14 clusters Score -7.006367e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225722 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92318 members 
Mstep: Class 4 contains 10128 members 
Mstep: Class 7 contains 33297 members 
Mstep: Class 8 contains 14432 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 38054 members 
Mstep: Class 16 contains 34183 members 
Mstep: Class 17 contains 21320 members 
Mstep: Class 18 contains 176729 members 
Mstep: Class 20 contains 26100 members 
Entering Unmasked Estep 
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Iteration 322Q: 14 clusters Score -7.00637e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225700 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92433 members 
Mstep: Class 4 contains 10122 members 
Mstep: Class 7 contains 33286 members 
Mstep: Class 8 contains 14429 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 38053 members 
Mstep: Class 16 contains 34176 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 176662 members 
Mstep: Class 20 contains 26095 members 
Entering Unmasked Estep 
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Iteration 323Q: 14 clusters Score -7.006373e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225681 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92557 members 
Mstep: Class 4 contains 10118 members 
Mstep: Class 7 contains 33277 members 
Mstep: Class 8 contains 14426 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 38048 members 
Mstep: Class 16 contains 34169 members 
Mstep: Class 17 contains 21329 members 
Mstep: Class 18 contains 176589 members 
Mstep: Class 20 contains 26090 members 
Entering Unmasked Estep 
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Iteration 324Q: 14 clusters Score -7.006358e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225662 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92671 members 
Mstep: Class 4 contains 10115 members 
Mstep: Class 7 contains 33270 members 
Mstep: Class 8 contains 14422 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 38044 members 
Mstep: Class 16 contains 34170 members 
Mstep: Class 17 contains 21331 members 
Mstep: Class 18 contains 176517 members 
Mstep: Class 20 contains 26084 members 
Entering Unmasked Estep 
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Iteration 325Q: 14 clusters Score -7.006366e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225651 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92771 members 
Mstep: Class 4 contains 10112 members 
Mstep: Class 7 contains 33261 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 38037 members 
Mstep: Class 16 contains 34170 members 
Mstep: Class 17 contains 21333 members 
Mstep: Class 18 contains 176451 members 
Mstep: Class 20 contains 26082 members 
Entering Unmasked Estep 
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Iteration 326Q: 14 clusters Score -7.00636e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225647 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92872 members 
Mstep: Class 4 contains 10106 members 
Mstep: Class 7 contains 33260 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 38034 members 
Mstep: Class 16 contains 34169 members 
Mstep: Class 17 contains 21327 members 
Mstep: Class 18 contains 176377 members 
Mstep: Class 20 contains 26078 members 
Entering Unmasked Estep 
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Iteration 327Q: 14 clusters Score -7.006362e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225652 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 92979 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 7 contains 33255 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38040 members 
Mstep: Class 16 contains 34164 members 
Mstep: Class 17 contains 21321 members 
Mstep: Class 18 contains 176297 members 
Mstep: Class 20 contains 26068 members 
Entering Unmasked Estep 
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Iteration 328Q: 14 clusters Score -7.006361e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225650 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 93091 members 
Mstep: Class 4 contains 10093 members 
Mstep: Class 7 contains 33252 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38036 members 
Mstep: Class 16 contains 34161 members 
Mstep: Class 17 contains 21326 members 
Mstep: Class 18 contains 176206 members 
Mstep: Class 20 contains 26060 members 
Entering Unmasked Estep 
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Iteration 329Q: 14 clusters Score -7.006368e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225643 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 93216 members 
Mstep: Class 4 contains 10091 members 
Mstep: Class 7 contains 33250 members 
Mstep: Class 8 contains 14415 members 
Mstep: Class 9 contains 6886 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38035 members 
Mstep: Class 16 contains 34158 members 
Mstep: Class 17 contains 21322 members 
Mstep: Class 18 contains 176113 members 
Mstep: Class 20 contains 26051 members 
Entering Unmasked Estep 
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Iteration 330Q: 14 clusters Score -7.006364e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225630 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 93352 members 
Mstep: Class 4 contains 10092 members 
Mstep: Class 7 contains 33248 members 
Mstep: Class 8 contains 14408 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38032 members 
Mstep: Class 16 contains 34158 members 
Mstep: Class 17 contains 21319 members 
Mstep: Class 18 contains 176013 members 
Mstep: Class 20 contains 26043 members 
Entering Unmasked Estep 
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Iteration 331Q: 14 clusters Score -7.006361e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225621 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 93497 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 7 contains 33244 members 
Mstep: Class 8 contains 14409 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38029 members 
Mstep: Class 16 contains 34154 members 
Mstep: Class 17 contains 21319 members 
Mstep: Class 18 contains 175901 members 
Mstep: Class 20 contains 26033 members 
Entering Unmasked Estep 
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Iteration 332Q: 14 clusters Score -7.006358e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225604 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 93639 members 
Mstep: Class 4 contains 10089 members 
Mstep: Class 7 contains 33240 members 
Mstep: Class 8 contains 14410 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38029 members 
Mstep: Class 16 contains 34147 members 
Mstep: Class 17 contains 21317 members 
Mstep: Class 18 contains 175795 members 
Mstep: Class 20 contains 26029 members 
Entering Unmasked Estep 
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Iteration 333Q: 14 clusters Score -7.006365e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225582 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 93803 members 
Mstep: Class 4 contains 10088 members 
Mstep: Class 7 contains 33235 members 
Mstep: Class 8 contains 14407 members 
Mstep: Class 9 contains 6872 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38026 members 
Mstep: Class 16 contains 34139 members 
Mstep: Class 17 contains 21317 members 
Mstep: Class 18 contains 175683 members 
Mstep: Class 20 contains 26028 members 
Entering Unmasked Estep 
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Iteration 334Q: 14 clusters Score -7.006365e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225552 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 93982 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 7 contains 33232 members 
Mstep: Class 8 contains 14404 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38020 members 
Mstep: Class 16 contains 34126 members 
Mstep: Class 17 contains 21318 members 
Mstep: Class 18 contains 175570 members 
Mstep: Class 20 contains 26021 members 
Entering Unmasked Estep 
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Iteration 335Q: 14 clusters Score -7.00637e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225528 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 94179 members 
Mstep: Class 4 contains 10087 members 
Mstep: Class 7 contains 33219 members 
Mstep: Class 8 contains 14403 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38010 members 
Mstep: Class 16 contains 34109 members 
Mstep: Class 17 contains 21320 members 
Mstep: Class 18 contains 175442 members 
Mstep: Class 20 contains 26018 members 
Entering Unmasked Estep 
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Iteration 336Q: 14 clusters Score -7.006365e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225509 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 94368 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 7 contains 33206 members 
Mstep: Class 8 contains 14406 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 38005 members 
Mstep: Class 16 contains 34098 members 
Mstep: Class 17 contains 21318 members 
Mstep: Class 18 contains 175311 members 
Mstep: Class 20 contains 26010 members 
Entering Unmasked Estep 
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Iteration 337Q: 14 clusters Score -7.006351e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225496 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 94560 members 
Mstep: Class 4 contains 10084 members 
Mstep: Class 7 contains 33187 members 
Mstep: Class 8 contains 14409 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37999 members 
Mstep: Class 16 contains 34093 members 
Mstep: Class 17 contains 21319 members 
Mstep: Class 18 contains 175164 members 
Mstep: Class 20 contains 26006 members 
Entering Unmasked Estep 
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Iteration 338Q: 14 clusters Score -7.006365e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225468 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 94752 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 7 contains 33181 members 
Mstep: Class 8 contains 14411 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37994 members 
Mstep: Class 16 contains 34091 members 
Mstep: Class 17 contains 21319 members 
Mstep: Class 18 contains 175023 members 
Mstep: Class 20 contains 26002 members 
Entering Unmasked Estep 
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Iteration 339Q: 14 clusters Score -7.006366e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225435 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 94946 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 7 contains 33173 members 
Mstep: Class 8 contains 14415 members 
Mstep: Class 9 contains 6857 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37993 members 
Mstep: Class 16 contains 34093 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 174871 members 
Mstep: Class 20 contains 25995 members 
Entering Unmasked Estep 
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Iteration 340F: 14 clusters Score -7.006358e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225412 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 95128 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 7 contains 33162 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37988 members 
Mstep: Class 16 contains 34096 members 
Mstep: Class 17 contains 21327 members 
Mstep: Class 18 contains 174730 members 
Mstep: Class 20 contains 25986 members 
Entering Unmasked Estep 
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Iteration 341Q: 14 clusters Score -7.006358e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225388 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 95290 members 
Mstep: Class 4 contains 10076 members 
Mstep: Class 7 contains 33162 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 6852 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37985 members 
Mstep: Class 16 contains 34096 members 
Mstep: Class 17 contains 21331 members 
Mstep: Class 18 contains 174597 members 
Mstep: Class 20 contains 25984 members 
Entering Unmasked Estep 
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Iteration 342Q: 14 clusters Score -7.00636e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225364 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 95463 members 
Mstep: Class 4 contains 10075 members 
Mstep: Class 7 contains 33160 members 
Mstep: Class 8 contains 14419 members 
Mstep: Class 9 contains 6849 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37981 members 
Mstep: Class 16 contains 34095 members 
Mstep: Class 17 contains 21329 members 
Mstep: Class 18 contains 174461 members 
Mstep: Class 20 contains 25984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063640.000000 Penalty: 43306.667969
Iteration 343Q: 14 clusters Score -7.006364e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225338 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 95649 members 
Mstep: Class 4 contains 10072 members 
Mstep: Class 7 contains 33153 members 
Mstep: Class 8 contains 14414 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37979 members 
Mstep: Class 16 contains 34089 members 
Mstep: Class 17 contains 21330 members 
Mstep: Class 18 contains 174331 members 
Mstep: Class 20 contains 25982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063632.000000 Penalty: 43306.667969
Iteration 344Q: 14 clusters Score -7.006363e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225320 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 95803 members 
Mstep: Class 4 contains 10066 members 
Mstep: Class 7 contains 33151 members 
Mstep: Class 8 contains 14411 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37978 members 
Mstep: Class 16 contains 34085 members 
Mstep: Class 17 contains 21337 members 
Mstep: Class 18 contains 174210 members 
Mstep: Class 20 contains 25978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063712.000000 Penalty: 43306.667969
Iteration 345Q: 14 clusters Score -7.006371e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225304 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 95951 members 
Mstep: Class 4 contains 10062 members 
Mstep: Class 7 contains 33147 members 
Mstep: Class 8 contains 14410 members 
Mstep: Class 9 contains 6838 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37973 members 
Mstep: Class 16 contains 34084 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 174095 members 
Mstep: Class 20 contains 25976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063592.000000 Penalty: 43306.667969
Iteration 346Q: 14 clusters Score -7.006359e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225299 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 96100 members 
Mstep: Class 4 contains 10059 members 
Mstep: Class 7 contains 33145 members 
Mstep: Class 8 contains 14411 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37965 members 
Mstep: Class 16 contains 34081 members 
Mstep: Class 17 contains 21339 members 
Mstep: Class 18 contains 173984 members 
Mstep: Class 20 contains 25968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063592.000000 Penalty: 43306.667969
Iteration 347Q: 14 clusters Score -7.006359e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225288 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 96247 members 
Mstep: Class 4 contains 10057 members 
Mstep: Class 7 contains 33145 members 
Mstep: Class 8 contains 14409 members 
Mstep: Class 9 contains 6827 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37962 members 
Mstep: Class 16 contains 34075 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 173870 members 
Mstep: Class 20 contains 25960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063592.000000 Penalty: 43306.667969
Iteration 348Q: 14 clusters Score -7.006359e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225277 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 96397 members 
Mstep: Class 4 contains 10055 members 
Mstep: Class 7 contains 33140 members 
Mstep: Class 8 contains 14412 members 
Mstep: Class 9 contains 6824 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37958 members 
Mstep: Class 16 contains 34066 members 
Mstep: Class 17 contains 21345 members 
Mstep: Class 18 contains 173758 members 
Mstep: Class 20 contains 25948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063680.000000 Penalty: 43306.667969
Iteration 349Q: 14 clusters Score -7.006368e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225252 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 96535 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 7 contains 33135 members 
Mstep: Class 8 contains 14409 members 
Mstep: Class 9 contains 6824 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37959 members 
Mstep: Class 16 contains 34056 members 
Mstep: Class 17 contains 21345 members 
Mstep: Class 18 contains 173681 members 
Mstep: Class 20 contains 25933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063616.000000 Penalty: 43306.667969
Iteration 350Q: 14 clusters Score -7.006362e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225235 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 96675 members 
Mstep: Class 4 contains 10048 members 
Mstep: Class 7 contains 33127 members 
Mstep: Class 8 contains 14407 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37960 members 
Mstep: Class 16 contains 34056 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 173584 members 
Mstep: Class 20 contains 25925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063560.000000 Penalty: 43306.667969
Iteration 351Q: 14 clusters Score -7.006356e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225212 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 96808 members 
Mstep: Class 4 contains 10046 members 
Mstep: Class 7 contains 33126 members 
Mstep: Class 8 contains 14401 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37958 members 
Mstep: Class 16 contains 34057 members 
Mstep: Class 17 contains 21344 members 
Mstep: Class 18 contains 173486 members 
Mstep: Class 20 contains 25919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063552.000000 Penalty: 43306.667969
Iteration 352Q: 14 clusters Score -7.006355e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225180 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 96955 members 
Mstep: Class 4 contains 10045 members 
Mstep: Class 7 contains 33124 members 
Mstep: Class 8 contains 14397 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37956 members 
Mstep: Class 16 contains 34058 members 
Mstep: Class 17 contains 21347 members 
Mstep: Class 18 contains 173386 members 
Mstep: Class 20 contains 25912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063472.000000 Penalty: 43306.667969
Iteration 353Q: 14 clusters Score -7.006347e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225147 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97093 members 
Mstep: Class 4 contains 10045 members 
Mstep: Class 7 contains 33123 members 
Mstep: Class 8 contains 14396 members 
Mstep: Class 9 contains 6813 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37957 members 
Mstep: Class 16 contains 34057 members 
Mstep: Class 17 contains 21346 members 
Mstep: Class 18 contains 173293 members 
Mstep: Class 20 contains 25910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063520.000000 Penalty: 43306.667969
Iteration 354Q: 14 clusters Score -7.006352e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225118 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97226 members 
Mstep: Class 4 contains 10045 members 
Mstep: Class 7 contains 33125 members 
Mstep: Class 8 contains 14393 members 
Mstep: Class 9 contains 6809 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37955 members 
Mstep: Class 16 contains 34060 members 
Mstep: Class 17 contains 21343 members 
Mstep: Class 18 contains 173198 members 
Mstep: Class 20 contains 25908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063464.000000 Penalty: 43306.667969
Iteration 355Q: 14 clusters Score -7.006346e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225084 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97365 members 
Mstep: Class 4 contains 10044 members 
Mstep: Class 7 contains 33123 members 
Mstep: Class 8 contains 14395 members 
Mstep: Class 9 contains 6803 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37953 members 
Mstep: Class 16 contains 34064 members 
Mstep: Class 17 contains 21342 members 
Mstep: Class 18 contains 173103 members 
Mstep: Class 20 contains 25904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063504.000000 Penalty: 43306.667969
Iteration 356Q: 14 clusters Score -7.00635e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225065 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97492 members 
Mstep: Class 4 contains 10040 members 
Mstep: Class 7 contains 33122 members 
Mstep: Class 8 contains 14395 members 
Mstep: Class 9 contains 6805 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 15 contains 37956 members 
Mstep: Class 16 contains 34064 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 173001 members 
Mstep: Class 20 contains 25900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063424.000000 Penalty: 43306.667969
Iteration 357Q: 14 clusters Score -7.006342e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225044 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97616 members 
Mstep: Class 4 contains 10036 members 
Mstep: Class 7 contains 33118 members 
Mstep: Class 8 contains 14390 members 
Mstep: Class 9 contains 6806 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37959 members 
Mstep: Class 16 contains 34063 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 172913 members 
Mstep: Class 20 contains 25896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063528.000000 Penalty: 43306.667969
Iteration 358Q: 14 clusters Score -7.006353e+07 nChanged 185
Entering ConstructFrom: 
Score: -70063528.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (225040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225040 members 
Entering Unmasked Estep 
Score: -23523622.000000 Penalty: 3056.360352
	Iteration 0F: 2 clusters Score -2.352362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112636 members 
Mstep: Class 2 contains 112404 members 
Entering Unmasked Estep 
Score: -23386088.000000 Penalty: 6112.720703
	Iteration 0F: 3 clusters Score -2.338609e+07 nChanged 108017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114177 members 
Mstep: Class 2 contains 110863 members 
Entering Unmasked Estep 
Score: -23449240.000000 Penalty: 6112.720703
	Iteration 1F: 3 clusters Score -2.344924e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115033 members 
Mstep: Class 2 contains 110007 members 
Entering Unmasked Estep 
Score: -23450422.000000 Penalty: 6112.720703
	Iteration 2Q: 3 clusters Score -2.345042e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -23451856.000000 Penalty: 6112.720703
	Iteration 3Q: 3 clusters Score -2.345186e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118296 members 
Mstep: Class 2 contains 106744 members 
Entering Unmasked Estep 
Score: -23453606.000000 Penalty: 6112.720703
	Iteration 4Q: 3 clusters Score -2.345361e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121336 members 
Mstep: Class 2 contains 103704 members 
Entering Unmasked Estep 
Score: -23456180.000000 Penalty: 6112.720703
	Iteration 5Q: 3 clusters Score -2.345618e+07 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125543 members 
Mstep: Class 2 contains 99497 members 
Entering Unmasked Estep 
Score: -23459850.000000 Penalty: 6112.720703
	Iteration 6Q: 3 clusters Score -2.345985e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131336 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -23466234.000000 Penalty: 6112.720703
	Iteration 7Q: 3 clusters Score -2.346623e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137967 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -23475586.000000 Penalty: 6112.720703
	Iteration 8F: 3 clusters Score -2.347559e+07 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -23486280.000000 Penalty: 6112.720703
	Iteration 9F: 3 clusters Score -2.348628e+07 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -23494132.000000 Penalty: 6112.720703
	Iteration 10F: 3 clusters Score -2.349413e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -23497566.000000 Penalty: 6112.720703
	Iteration 11Q: 3 clusters Score -2.349757e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -23498796.000000 Penalty: 6112.720703
	Iteration 12Q: 3 clusters Score -2.34988e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157440 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -23499330.000000 Penalty: 6112.720703
	Iteration 13Q: 3 clusters Score -2.349933e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -23499938.000000 Penalty: 6112.720703
	Iteration 14Q: 3 clusters Score -2.349994e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163194 members 
Mstep: Class 2 contains 61846 members 
Entering Unmasked Estep 
Score: -23500502.000000 Penalty: 6112.720703
	Iteration 15Q: 3 clusters Score -2.35005e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -23501210.000000 Penalty: 6112.720703
	Iteration 16Q: 3 clusters Score -2.350121e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -23502030.000000 Penalty: 6112.720703
	Iteration 17Q: 3 clusters Score -2.350203e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172145 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -23502758.000000 Penalty: 6112.720703
	Iteration 18Q: 3 clusters Score -2.350276e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175325 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -23503728.000000 Penalty: 6112.720703
	Iteration 19Q: 3 clusters Score -2.350373e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -23504874.000000 Penalty: 6112.720703
	Iteration 20F: 3 clusters Score -2.350487e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182048 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -23506060.000000 Penalty: 6112.720703
	Iteration 21Q: 3 clusters Score -2.350606e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185587 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -23507432.000000 Penalty: 6112.720703
	Iteration 22Q: 3 clusters Score -2.350743e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189112 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -23508904.000000 Penalty: 6112.720703
	Iteration 23Q: 3 clusters Score -2.35089e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192731 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -23510274.000000 Penalty: 6112.720703
	Iteration 24Q: 3 clusters Score -2.351027e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196387 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -23512046.000000 Penalty: 6112.720703
	Iteration 25Q: 3 clusters Score -2.351205e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200058 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -23513800.000000 Penalty: 6112.720703
	Iteration 26Q: 3 clusters Score -2.35138e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203515 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -23514718.000000 Penalty: 6112.720703
	Iteration 27Q: 3 clusters Score -2.351472e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206633 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -23515246.000000 Penalty: 6112.720703
	Iteration 28Q: 3 clusters Score -2.351525e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209407 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -23515972.000000 Penalty: 6112.720703
	Iteration 29Q: 3 clusters Score -2.351597e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211841 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -23516754.000000 Penalty: 6112.720703
	Iteration 30Q: 3 clusters Score -2.351675e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213933 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -23517390.000000 Penalty: 6112.720703
	Iteration 31Q: 3 clusters Score -2.351739e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215797 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -23517868.000000 Penalty: 6112.720703
	Iteration 32Q: 3 clusters Score -2.351787e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217365 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -23518494.000000 Penalty: 6112.720703
	Iteration 33Q: 3 clusters Score -2.351849e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218670 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -23518982.000000 Penalty: 6112.720703
	Iteration 34Q: 3 clusters Score -2.351898e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219751 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -23519368.000000 Penalty: 6112.720703
	Iteration 35Q: 3 clusters Score -2.351937e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220626 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -23519696.000000 Penalty: 6112.720703
	Iteration 36Q: 3 clusters Score -2.35197e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221324 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -23520034.000000 Penalty: 6112.720703
	Iteration 37Q: 3 clusters Score -2.352003e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221896 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -23520336.000000 Penalty: 6112.720703
	Iteration 38Q: 3 clusters Score -2.352034e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222339 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -23520614.000000 Penalty: 6112.720703
	Iteration 39Q: 3 clusters Score -2.352061e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222657 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -23520746.000000 Penalty: 6112.720703
	Iteration 40F: 3 clusters Score -2.352075e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222885 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -23520890.000000 Penalty: 6112.720703
	Iteration 41Q: 3 clusters Score -2.352089e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223071 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -23520934.000000 Penalty: 6112.720703
	Iteration 42Q: 3 clusters Score -2.352093e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223205 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -23521024.000000 Penalty: 6112.720703
	Iteration 43Q: 3 clusters Score -2.352102e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223328 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -23521078.000000 Penalty: 6112.720703
	Iteration 44Q: 3 clusters Score -2.352108e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223412 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23521104.000000 Penalty: 6112.720703
	Iteration 45Q: 3 clusters Score -2.35211e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223488 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23521120.000000 Penalty: 6112.720703
	Iteration 46Q: 3 clusters Score -2.352112e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223555 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23521172.000000 Penalty: 6112.720703
	Iteration 47Q: 3 clusters Score -2.352117e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223612 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -23521220.000000 Penalty: 6112.720703
	Iteration 48Q: 3 clusters Score -2.352122e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223659 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23521232.000000 Penalty: 6112.720703
	Iteration 49Q: 3 clusters Score -2.352123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223700 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -23521206.000000 Penalty: 6112.720703
	Iteration 50Q: 3 clusters Score -2.352121e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223731 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -23521254.000000 Penalty: 6112.720703
	Iteration 51Q: 3 clusters Score -2.352125e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223757 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23521278.000000 Penalty: 6112.720703
	Iteration 52Q: 3 clusters Score -2.352128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223776 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -23521284.000000 Penalty: 6112.720703
	Iteration 53Q: 3 clusters Score -2.352128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223791 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -23521306.000000 Penalty: 6112.720703
	Iteration 54Q: 3 clusters Score -2.352131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223803 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -23521316.000000 Penalty: 6112.720703
	Iteration 55Q: 3 clusters Score -2.352132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223817 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -23521334.000000 Penalty: 6112.720703
	Iteration 56Q: 3 clusters Score -2.352133e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223828 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -23521344.000000 Penalty: 6112.720703
	Iteration 57Q: 3 clusters Score -2.352134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223839 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -23521328.000000 Penalty: 6112.720703
	Iteration 58Q: 3 clusters Score -2.352133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223847 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -23521348.000000 Penalty: 6112.720703
	Iteration 59Q: 3 clusters Score -2.352135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223855 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -23521340.000000 Penalty: 6112.720703
	Iteration 60F: 3 clusters Score -2.352134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223862 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -23521338.000000 Penalty: 6112.720703
	Iteration 61Q: 3 clusters Score -2.352134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223868 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23521336.000000 Penalty: 6112.720703
	Iteration 62Q: 3 clusters Score -2.352134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223871 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23521312.000000 Penalty: 6112.720703
	Iteration 63Q: 3 clusters Score -2.352131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223874 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23521318.000000 Penalty: 6112.720703
	Iteration 64Q: 3 clusters Score -2.352132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223879 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -23521304.000000 Penalty: 6112.720703
	Iteration 65Q: 3 clusters Score -2.35213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223883 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23521310.000000 Penalty: 6112.720703
	Iteration 66Q: 3 clusters Score -2.352131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223884 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -23521306.000000 Penalty: 6112.720703
	Iteration 67Q: 3 clusters Score -2.352131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223885 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -23521308.000000 Penalty: 6112.720703
	Iteration 68Q: 3 clusters Score -2.352131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223886 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -23521310.000000 Penalty: 6112.720703
	Iteration 69Q: 3 clusters Score -2.352131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223886 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -23521310.000000 Penalty: 6112.720703
	Iteration 70F: 3 clusters Score -2.352131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 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 410 members 
Entering Unmasked Estep 
Score: -74988.671875 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -74988.67 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -75341.531250 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75341.53 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -75703.546875 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75703.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -76016.015625 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -76016.02 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -76542.914062 Penalty: 3337.992676
	Iteration 4F: 3 clusters Score -76542.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -76805.218750 Penalty: 3337.992676
	Iteration 5F: 3 clusters Score -76805.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -76942.757812 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -76942.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -76991.109375 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -76991.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -77027.789062 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -77027.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -77056.812500 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -77056.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -77066.250000 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -77066.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -77069.085938 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -77069.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -77072.804688 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -77072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -77072.804688 Penalty: 3337.992676
	Iteration 13F: 3 clusters Score -77072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225040 members 
Mstep: Class 2 contains 147 members 
Mstep: Class 3 contains 97739 members 
Mstep: Class 4 contains 10033 members 
Mstep: Class 5 contains 690 members 
Mstep: Class 7 contains 33113 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 6804 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37960 members 
Mstep: Class 16 contains 34064 members 
Mstep: Class 17 contains 21341 members 
Mstep: Class 18 contains 172810 members 
Mstep: Class 20 contains 25888 members 
Entering Unmasked Estep 
Score: -70062072.000000 Penalty: 46637.949219
Splitting cluster 2 changes total score from -70063528.000000 to -70062072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (97739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97739 members 
Entering Unmasked Estep 
Score: -10281133.000000 Penalty: 2849.533936
	Iteration 0F: 2 clusters Score -1.028113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -10215743.000000 Penalty: 5699.067871
	Iteration 0F: 3 clusters Score -1.021574e+07 nChanged 45995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -10241925.000000 Penalty: 5699.067871
	Iteration 1F: 3 clusters Score -1.024192e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -10242657.000000 Penalty: 5699.067871
	Iteration 2Q: 3 clusters Score -1.024266e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -10243409.000000 Penalty: 5699.067871
	Iteration 3Q: 3 clusters Score -1.024341e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -10244295.000000 Penalty: 5699.067871
	Iteration 4Q: 3 clusters Score -1.02443e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -10245607.000000 Penalty: 5699.067871
	Iteration 5Q: 3 clusters Score -1.024561e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -10247662.000000 Penalty: 5699.067871
	Iteration 6Q: 3 clusters Score -1.024766e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -10251012.000000 Penalty: 5699.067871
	Iteration 7F: 3 clusters Score -1.025101e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -10255947.000000 Penalty: 5699.067871
	Iteration 8F: 3 clusters Score -1.025595e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -10261744.000000 Penalty: 5699.067871
	Iteration 9F: 3 clusters Score -1.026174e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -10266992.000000 Penalty: 5699.067871
	Iteration 10F: 3 clusters Score -1.026699e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -10270726.000000 Penalty: 5699.067871
	Iteration 11Q: 3 clusters Score -1.027073e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -10272946.000000 Penalty: 5699.067871
	Iteration 12Q: 3 clusters Score -1.027295e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -10274418.000000 Penalty: 5699.067871
	Iteration 13Q: 3 clusters Score -1.027442e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -10275414.000000 Penalty: 5699.067871
	Iteration 14Q: 3 clusters Score -1.027541e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -10276228.000000 Penalty: 5699.067871
	Iteration 15Q: 3 clusters Score -1.027623e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90218 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -10276874.000000 Penalty: 5699.067871
	Iteration 16Q: 3 clusters Score -1.027687e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -10277398.000000 Penalty: 5699.067871
	Iteration 17Q: 3 clusters Score -1.02774e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91793 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -10277724.000000 Penalty: 5699.067871
	Iteration 18Q: 3 clusters Score -1.027772e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -10278012.000000 Penalty: 5699.067871
	Iteration 19Q: 3 clusters Score -1.027801e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -10278162.000000 Penalty: 5699.067871
	Iteration 20F: 3 clusters Score -1.027816e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -10278308.000000 Penalty: 5699.067871
	Iteration 21Q: 3 clusters Score -1.027831e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -10278452.000000 Penalty: 5699.067871
	Iteration 22Q: 3 clusters Score -1.027845e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93840 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -10278557.000000 Penalty: 5699.067871
	Iteration 23Q: 3 clusters Score -1.027856e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -10278643.000000 Penalty: 5699.067871
	Iteration 24Q: 3 clusters Score -1.027864e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94302 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -10278697.000000 Penalty: 5699.067871
	Iteration 25Q: 3 clusters Score -1.02787e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -10278724.000000 Penalty: 5699.067871
	Iteration 26Q: 3 clusters Score -1.027872e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94642 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10278762.000000 Penalty: 5699.067871
	Iteration 27Q: 3 clusters Score -1.027876e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94763 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -10278795.000000 Penalty: 5699.067871
	Iteration 28Q: 3 clusters Score -1.02788e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -10278798.000000 Penalty: 5699.067871
	Iteration 29Q: 3 clusters Score -1.02788e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94998 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -10278814.000000 Penalty: 5699.067871
	Iteration 30Q: 3 clusters Score -1.027881e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95094 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -10278834.000000 Penalty: 5699.067871
	Iteration 31Q: 3 clusters Score -1.027883e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95178 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -10278878.000000 Penalty: 5699.067871
	Iteration 32Q: 3 clusters Score -1.027888e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -10278875.000000 Penalty: 5699.067871
	Iteration 33Q: 3 clusters Score -1.027888e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10278880.000000 Penalty: 5699.067871
	Iteration 34Q: 3 clusters Score -1.027888e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10278896.000000 Penalty: 5699.067871
	Iteration 35Q: 3 clusters Score -1.02789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -10278919.000000 Penalty: 5699.067871
	Iteration 36Q: 3 clusters Score -1.027892e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95467 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10278936.000000 Penalty: 5699.067871
	Iteration 37Q: 3 clusters Score -1.027894e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95500 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10278950.000000 Penalty: 5699.067871
	Iteration 38Q: 3 clusters Score -1.027895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10278950.000000 Penalty: 5699.067871
	Iteration 39Q: 3 clusters Score -1.027895e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -10278968.000000 Penalty: 5699.067871
	Iteration 40F: 3 clusters Score -1.027897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10278974.000000 Penalty: 5699.067871
	Iteration 41Q: 3 clusters Score -1.027897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -10278965.000000 Penalty: 5699.067871
	Iteration 42Q: 3 clusters Score -1.027896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95619 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10278952.000000 Penalty: 5699.067871
	Iteration 43Q: 3 clusters Score -1.027895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10278947.000000 Penalty: 5699.067871
	Iteration 44Q: 3 clusters Score -1.027895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -10278969.000000 Penalty: 5699.067871
	Iteration 45Q: 3 clusters Score -1.027897e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10278978.000000 Penalty: 5699.067871
	Iteration 46Q: 3 clusters Score -1.027898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10278963.000000 Penalty: 5699.067871
	Iteration 47Q: 3 clusters Score -1.027896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -10278969.000000 Penalty: 5699.067871
	Iteration 48Q: 3 clusters Score -1.027897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10278973.000000 Penalty: 5699.067871
	Iteration 49Q: 3 clusters Score -1.027897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95768 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10278973.000000 Penalty: 5699.067871
	Iteration 50Q: 3 clusters Score -1.027897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10278959.000000 Penalty: 5699.067871
	Iteration 51Q: 3 clusters Score -1.027896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95788 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -10278962.000000 Penalty: 5699.067871
	Iteration 52Q: 3 clusters Score -1.027896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -10278971.000000 Penalty: 5699.067871
	Iteration 53Q: 3 clusters Score -1.027897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -10278968.000000 Penalty: 5699.067871
	Iteration 54Q: 3 clusters Score -1.027897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -10278962.000000 Penalty: 5699.067871
	Iteration 55Q: 3 clusters Score -1.027896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10278961.000000 Penalty: 5699.067871
	Iteration 56Q: 3 clusters Score -1.027896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10278972.000000 Penalty: 5699.067871
	Iteration 57Q: 3 clusters Score -1.027897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10278975.000000 Penalty: 5699.067871
	Iteration 58Q: 3 clusters Score -1.027898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10278966.000000 Penalty: 5699.067871
	Iteration 59Q: 3 clusters Score -1.027897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95861 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10278965.000000 Penalty: 5699.067871
	Iteration 60F: 3 clusters Score -1.027896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10278966.000000 Penalty: 5699.067871
	Iteration 61Q: 3 clusters Score -1.027897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10278954.000000 Penalty: 5699.067871
	Iteration 62Q: 3 clusters Score -1.027895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10278959.000000 Penalty: 5699.067871
	Iteration 63Q: 3 clusters Score -1.027896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95894 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10278956.000000 Penalty: 5699.067871
	Iteration 64Q: 3 clusters Score -1.027896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -10278963.000000 Penalty: 5699.067871
	Iteration 65Q: 3 clusters Score -1.027896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95910 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10278965.000000 Penalty: 5699.067871
	Iteration 66Q: 3 clusters Score -1.027896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -10278964.000000 Penalty: 5699.067871
	Iteration 67Q: 3 clusters Score -1.027896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10278975.000000 Penalty: 5699.067871
	Iteration 68Q: 3 clusters Score -1.027898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95945 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -10278980.000000 Penalty: 5699.067871
	Iteration 69Q: 3 clusters Score -1.027898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95959 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10278993.000000 Penalty: 5699.067871
	Iteration 70Q: 3 clusters Score -1.027899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10279000.000000 Penalty: 5699.067871
	Iteration 71Q: 3 clusters Score -1.0279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10278992.000000 Penalty: 5699.067871
	Iteration 72Q: 3 clusters Score -1.027899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95989 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10279002.000000 Penalty: 5699.067871
	Iteration 73Q: 3 clusters Score -1.0279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95994 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10279010.000000 Penalty: 5699.067871
	Iteration 74Q: 3 clusters Score -1.027901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10279009.000000 Penalty: 5699.067871
	Iteration 75Q: 3 clusters Score -1.027901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10279016.000000 Penalty: 5699.067871
	Iteration 76Q: 3 clusters Score -1.027902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10279013.000000 Penalty: 5699.067871
	Iteration 77Q: 3 clusters Score -1.027901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10279004.000000 Penalty: 5699.067871
	Iteration 78Q: 3 clusters Score -1.0279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10279010.000000 Penalty: 5699.067871
	Iteration 79Q: 3 clusters Score -1.027901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10279014.000000 Penalty: 5699.067871
	Iteration 80F: 3 clusters Score -1.027901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -10279012.000000 Penalty: 5699.067871
	Iteration 81Q: 3 clusters Score -1.027901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96032 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -10279005.000000 Penalty: 5699.067871
	Iteration 82Q: 3 clusters Score -1.0279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96037 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10279015.000000 Penalty: 5699.067871
	Iteration 83Q: 3 clusters Score -1.027902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10279008.000000 Penalty: 5699.067871
	Iteration 84Q: 3 clusters Score -1.027901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10279010.000000 Penalty: 5699.067871
	Iteration 85Q: 3 clusters Score -1.027901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10279016.000000 Penalty: 5699.067871
	Iteration 86Q: 3 clusters Score -1.027902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96057 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10279013.000000 Penalty: 5699.067871
	Iteration 87Q: 3 clusters Score -1.027901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -10279019.000000 Penalty: 5699.067871
	Iteration 88Q: 3 clusters Score -1.027902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10279031.000000 Penalty: 5699.067871
	Iteration 89Q: 3 clusters Score -1.027903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10279019.000000 Penalty: 5699.067871
	Iteration 90Q: 3 clusters Score -1.027902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -10279007.000000 Penalty: 5699.067871
	Iteration 91Q: 3 clusters Score -1.027901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10279012.000000 Penalty: 5699.067871
	Iteration 92Q: 3 clusters Score -1.027901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10279023.000000 Penalty: 5699.067871
	Iteration 93Q: 3 clusters Score -1.027902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -10279015.000000 Penalty: 5699.067871
	Iteration 94Q: 3 clusters Score -1.027902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96098 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10279014.000000 Penalty: 5699.067871
	Iteration 95Q: 3 clusters Score -1.027901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10279020.000000 Penalty: 5699.067871
	Iteration 96Q: 3 clusters Score -1.027902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -10279016.000000 Penalty: 5699.067871
	Iteration 97Q: 3 clusters Score -1.027902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -10279014.000000 Penalty: 5699.067871
	Iteration 98Q: 3 clusters Score -1.027901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96109 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10279009.000000 Penalty: 5699.067871
	Iteration 99Q: 3 clusters Score -1.027901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -10279010.000000 Penalty: 5699.067871
	Iteration 100F: 3 clusters Score -1.027901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10279020.000000 Penalty: 5699.067871
	Iteration 101Q: 3 clusters Score -1.027902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -10279020.000000 Penalty: 5699.067871
	Iteration 102F: 3 clusters Score -1.027902e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Entering Unmasked Estep 
Score: -1003470.687500 Penalty: 2284.981445
	Iteration 0F: 2 clusters Score -1003471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -995716.500000 Penalty: 4569.962891
	Iteration 0F: 3 clusters Score -995716.5 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -998171.187500 Penalty: 4569.962891
	Iteration 1F: 3 clusters Score -998171.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -998748.062500 Penalty: 4569.962891
	Iteration 2F: 3 clusters Score -998748.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -999439.687500 Penalty: 4569.962891
	Iteration 3F: 3 clusters Score -999439.7 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1000244.062500 Penalty: 4569.962891
	Iteration 4F: 3 clusters Score -1000244 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1000939.312500 Penalty: 4569.962891
	Iteration 5F: 3 clusters Score -1000939 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1001479.125000 Penalty: 4569.962891
	Iteration 6F: 3 clusters Score -1001479 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1001871.250000 Penalty: 4569.962891
	Iteration 7F: 3 clusters Score -1001871 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1002129.000000 Penalty: 4569.962891
	Iteration 8Q: 3 clusters Score -1002129 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1002260.687500 Penalty: 4569.962891
	Iteration 9Q: 3 clusters Score -1002261 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1002334.750000 Penalty: 4569.962891
	Iteration 10Q: 3 clusters Score -1002335 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1002373.687500 Penalty: 4569.962891
	Iteration 11Q: 3 clusters Score -1002374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1002396.500000 Penalty: 4569.962891
	Iteration 12Q: 3 clusters Score -1002396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1002403.562500 Penalty: 4569.962891
	Iteration 13Q: 3 clusters Score -1002404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1002410.812500 Penalty: 4569.962891
	Iteration 14Q: 3 clusters Score -1002411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1002412.250000 Penalty: 4569.962891
	Iteration 15Q: 3 clusters Score -1002412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1002417.062500 Penalty: 4569.962891
	Iteration 16Q: 3 clusters Score -1002417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1002426.250000 Penalty: 4569.962891
	Iteration 17Q: 3 clusters Score -1002426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1002425.812500 Penalty: 4569.962891
	Iteration 18Q: 3 clusters Score -1002426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1002427.437500 Penalty: 4569.962891
	Iteration 19Q: 3 clusters Score -1002427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1002431.125000 Penalty: 4569.962891
	Iteration 20F: 3 clusters Score -1002431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1002433.125000 Penalty: 4569.962891
	Iteration 21Q: 3 clusters Score -1002433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1002436.750000 Penalty: 4569.962891
	Iteration 22Q: 3 clusters Score -1002437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1002436.812500 Penalty: 4569.962891
	Iteration 23Q: 3 clusters Score -1002437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1002437.562500 Penalty: 4569.962891
	Iteration 24Q: 3 clusters Score -1002438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1002436.937500 Penalty: 4569.962891
	Iteration 25Q: 3 clusters Score -1002437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1002437.937500 Penalty: 4569.962891
	Iteration 26Q: 3 clusters Score -1002438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1002437.437500 Penalty: 4569.962891
	Iteration 27Q: 3 clusters Score -1002437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1002438.437500 Penalty: 4569.962891
	Iteration 28Q: 3 clusters Score -1002438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1002439.187500 Penalty: 4569.962891
	Iteration 29Q: 3 clusters Score -1002439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1002439.187500 Penalty: 4569.962891
	Iteration 30F: 3 clusters Score -1002439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Entering Unmasked Estep 
Score: -3527226.750000 Penalty: 2581.104980
	Iteration 0F: 2 clusters Score -3527227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -3504774.500000 Penalty: 5162.209961
	Iteration 0F: 3 clusters Score -3504774 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3513061.250000 Penalty: 5162.209961
	Iteration 1F: 3 clusters Score -3513061 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3513626.000000 Penalty: 5162.209961
	Iteration 2Q: 3 clusters Score -3513626 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3514282.250000 Penalty: 5162.209961
	Iteration 3Q: 3 clusters Score -3514282 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -3515152.500000 Penalty: 5162.209961
	Iteration 4F: 3 clusters Score -3515152 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3516384.750000 Penalty: 5162.209961
	Iteration 5F: 3 clusters Score -3516385 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3518038.750000 Penalty: 5162.209961
	Iteration 6F: 3 clusters Score -3518039 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3520003.500000 Penalty: 5162.209961
	Iteration 7F: 3 clusters Score -3520004 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3521854.000000 Penalty: 5162.209961
	Iteration 8F: 3 clusters Score -3521854 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3523205.250000 Penalty: 5162.209961
	Iteration 9Q: 3 clusters Score -3523205 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3523858.250000 Penalty: 5162.209961
	Iteration 10Q: 3 clusters Score -3523858 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3524177.500000 Penalty: 5162.209961
	Iteration 11Q: 3 clusters Score -3524178 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -3524354.250000 Penalty: 5162.209961
	Iteration 12Q: 3 clusters Score -3524354 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -3524490.750000 Penalty: 5162.209961
	Iteration 13Q: 3 clusters Score -3524491 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3524595.750000 Penalty: 5162.209961
	Iteration 14Q: 3 clusters Score -3524596 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3524703.250000 Penalty: 5162.209961
	Iteration 15Q: 3 clusters Score -3524703 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -3524771.250000 Penalty: 5162.209961
	Iteration 16Q: 3 clusters Score -3524771 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3524833.000000 Penalty: 5162.209961
	Iteration 17Q: 3 clusters Score -3524833 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3524881.000000 Penalty: 5162.209961
	Iteration 18Q: 3 clusters Score -3524881 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -3524911.250000 Penalty: 5162.209961
	Iteration 19Q: 3 clusters Score -3524911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3524940.250000 Penalty: 5162.209961
	Iteration 20F: 3 clusters Score -3524940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3524968.500000 Penalty: 5162.209961
	Iteration 21Q: 3 clusters Score -3524968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -3524990.000000 Penalty: 5162.209961
	Iteration 22Q: 3 clusters Score -3524990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3525013.250000 Penalty: 5162.209961
	Iteration 23Q: 3 clusters Score -3525013 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -3525022.750000 Penalty: 5162.209961
	Iteration 24Q: 3 clusters Score -3525023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3525035.500000 Penalty: 5162.209961
	Iteration 25Q: 3 clusters Score -3525036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3525067.500000 Penalty: 5162.209961
	Iteration 26Q: 3 clusters Score -3525068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3525077.500000 Penalty: 5162.209961
	Iteration 27Q: 3 clusters Score -3525078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -3525079.500000 Penalty: 5162.209961
	Iteration 28Q: 3 clusters Score -3525080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -3525102.500000 Penalty: 5162.209961
	Iteration 29Q: 3 clusters Score -3525102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3525109.500000 Penalty: 5162.209961
	Iteration 30Q: 3 clusters Score -3525110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -3525126.750000 Penalty: 5162.209961
	Iteration 31Q: 3 clusters Score -3525127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3525134.250000 Penalty: 5162.209961
	Iteration 32Q: 3 clusters Score -3525134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -3525149.500000 Penalty: 5162.209961
	Iteration 33Q: 3 clusters Score -3525150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -3525174.000000 Penalty: 5162.209961
	Iteration 34Q: 3 clusters Score -3525174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3525174.000000 Penalty: 5162.209961
	Iteration 35Q: 3 clusters Score -3525174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -3525183.750000 Penalty: 5162.209961
	Iteration 36Q: 3 clusters Score -3525184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3525186.750000 Penalty: 5162.209961
	Iteration 37Q: 3 clusters Score -3525187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -3525190.000000 Penalty: 5162.209961
	Iteration 38Q: 3 clusters Score -3525190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3525186.500000 Penalty: 5162.209961
	Iteration 39Q: 3 clusters Score -3525186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3525187.000000 Penalty: 5162.209961
	Iteration 40F: 3 clusters Score -3525187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3525193.750000 Penalty: 5162.209961
	Iteration 41Q: 3 clusters Score -3525194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3525196.000000 Penalty: 5162.209961
	Iteration 42Q: 3 clusters Score -3525196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3525199.500000 Penalty: 5162.209961
	Iteration 43Q: 3 clusters Score -3525200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3525200.250000 Penalty: 5162.209961
	Iteration 44Q: 3 clusters Score -3525200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3525200.750000 Penalty: 5162.209961
	Iteration 45Q: 3 clusters Score -3525201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3525202.500000 Penalty: 5162.209961
	Iteration 46Q: 3 clusters Score -3525202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -3525202.750000 Penalty: 5162.209961
	Iteration 47Q: 3 clusters Score -3525203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -3525203.250000 Penalty: 5162.209961
	Iteration 48Q: 3 clusters Score -3525203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -3525207.250000 Penalty: 5162.209961
	Iteration 49Q: 3 clusters Score -3525207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3525208.250000 Penalty: 5162.209961
	Iteration 50Q: 3 clusters Score -3525208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -3525214.750000 Penalty: 5162.209961
	Iteration 51Q: 3 clusters Score -3525215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3525211.750000 Penalty: 5162.209961
	Iteration 52Q: 3 clusters Score -3525212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3525210.250000 Penalty: 5162.209961
	Iteration 53Q: 3 clusters Score -3525210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3525214.500000 Penalty: 5162.209961
	Iteration 54Q: 3 clusters Score -3525214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3525214.500000 Penalty: 5162.209961
	Iteration 55Q: 3 clusters Score -3525214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3525214.750000 Penalty: 5162.209961
	Iteration 56Q: 3 clusters Score -3525215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -3525207.750000 Penalty: 5162.209961
	Iteration 57Q: 3 clusters Score -3525208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -3525207.250000 Penalty: 5162.209961
	Iteration 58Q: 3 clusters Score -3525207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3525207.750000 Penalty: 5162.209961
	Iteration 59Q: 3 clusters Score -3525208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -3525208.250000 Penalty: 5162.209961
	Iteration 60F: 3 clusters Score -3525208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -3525210.250000 Penalty: 5162.209961
	Iteration 61Q: 3 clusters Score -3525210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3525209.250000 Penalty: 5162.209961
	Iteration 62Q: 3 clusters Score -3525209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3525209.750000 Penalty: 5162.209961
	Iteration 63Q: 3 clusters Score -3525210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -3525209.750000 Penalty: 5162.209961
	Iteration 64F: 3 clusters Score -3525210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Entering Unmasked Estep 
Score: -1488370.625000 Penalty: 2374.406494
	Iteration 0F: 2 clusters Score -1488371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1477761.750000 Penalty: 4748.812988
	Iteration 0F: 3 clusters Score -1477762 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1481194.750000 Penalty: 4748.812988
	Iteration 1F: 3 clusters Score -1481195 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1481673.250000 Penalty: 4748.812988
	Iteration 2F: 3 clusters Score -1481673 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1482117.875000 Penalty: 4748.812988
	Iteration 3F: 3 clusters Score -1482118 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1482640.000000 Penalty: 4748.812988
	Iteration 4F: 3 clusters Score -1482640 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1483330.500000 Penalty: 4748.812988
	Iteration 5F: 3 clusters Score -1483330 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1484216.500000 Penalty: 4748.812988
	Iteration 6F: 3 clusters Score -1484216 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1485049.875000 Penalty: 4748.812988
	Iteration 7F: 3 clusters Score -1485050 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1485723.750000 Penalty: 4748.812988
	Iteration 8F: 3 clusters Score -1485724 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1486210.500000 Penalty: 4748.812988
	Iteration 9Q: 3 clusters Score -1486210 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1486554.125000 Penalty: 4748.812988
	Iteration 10Q: 3 clusters Score -1486554 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1486768.375000 Penalty: 4748.812988
	Iteration 11Q: 3 clusters Score -1486768 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1486897.000000 Penalty: 4748.812988
	Iteration 12Q: 3 clusters Score -1486897 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1487007.375000 Penalty: 4748.812988
	Iteration 13Q: 3 clusters Score -1487007 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1487100.000000 Penalty: 4748.812988
	Iteration 14Q: 3 clusters Score -1487100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1487152.500000 Penalty: 4748.812988
	Iteration 15Q: 3 clusters Score -1487152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1487186.375000 Penalty: 4748.812988
	Iteration 16Q: 3 clusters Score -1487186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1487211.125000 Penalty: 4748.812988
	Iteration 17Q: 3 clusters Score -1487211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1487229.375000 Penalty: 4748.812988
	Iteration 18Q: 3 clusters Score -1487229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1487235.875000 Penalty: 4748.812988
	Iteration 19Q: 3 clusters Score -1487236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1487251.000000 Penalty: 4748.812988
	Iteration 20F: 3 clusters Score -1487251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1487259.875000 Penalty: 4748.812988
	Iteration 21Q: 3 clusters Score -1487260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1487272.625000 Penalty: 4748.812988
	Iteration 22Q: 3 clusters Score -1487273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1487274.750000 Penalty: 4748.812988
	Iteration 23Q: 3 clusters Score -1487275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1487278.500000 Penalty: 4748.812988
	Iteration 24Q: 3 clusters Score -1487278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1487279.750000 Penalty: 4748.812988
	Iteration 25Q: 3 clusters Score -1487280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1487281.750000 Penalty: 4748.812988
	Iteration 26Q: 3 clusters Score -1487282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1487280.500000 Penalty: 4748.812988
	Iteration 27Q: 3 clusters Score -1487280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1487282.250000 Penalty: 4748.812988
	Iteration 28Q: 3 clusters Score -1487282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1487285.125000 Penalty: 4748.812988
	Iteration 29Q: 3 clusters Score -1487285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1487289.625000 Penalty: 4748.812988
	Iteration 30Q: 3 clusters Score -1487290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1487295.875000 Penalty: 4748.812988
	Iteration 31Q: 3 clusters Score -1487296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1487295.500000 Penalty: 4748.812988
	Iteration 32Q: 3 clusters Score -1487296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1487303.000000 Penalty: 4748.812988
	Iteration 33Q: 3 clusters Score -1487303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1487309.250000 Penalty: 4748.812988
	Iteration 34Q: 3 clusters Score -1487309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1487311.000000 Penalty: 4748.812988
	Iteration 35Q: 3 clusters Score -1487311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1487310.375000 Penalty: 4748.812988
	Iteration 36Q: 3 clusters Score -1487310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1487322.125000 Penalty: 4748.812988
	Iteration 37Q: 3 clusters Score -1487322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1487319.625000 Penalty: 4748.812988
	Iteration 38Q: 3 clusters Score -1487320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1487322.250000 Penalty: 4748.812988
	Iteration 39Q: 3 clusters Score -1487322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1487323.375000 Penalty: 4748.812988
	Iteration 40F: 3 clusters Score -1487323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1487325.250000 Penalty: 4748.812988
	Iteration 41Q: 3 clusters Score -1487325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1487329.500000 Penalty: 4748.812988
	Iteration 42Q: 3 clusters Score -1487330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1487331.500000 Penalty: 4748.812988
	Iteration 43Q: 3 clusters Score -1487332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1487329.750000 Penalty: 4748.812988
	Iteration 44Q: 3 clusters Score -1487330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1487329.750000 Penalty: 4748.812988
	Iteration 45F: 3 clusters Score -1487330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Entering Unmasked Estep 
Score: -706522.500000 Penalty: 2188.666016
	Iteration 0F: 2 clusters Score -706522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -700839.375000 Penalty: 4377.332031
	Iteration 0F: 3 clusters Score -700839.4 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -702295.312500 Penalty: 4377.332031
	Iteration 1F: 3 clusters Score -702295.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -702567.375000 Penalty: 4377.332031
	Iteration 2F: 3 clusters Score -702567.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -702781.375000 Penalty: 4377.332031
	Iteration 3F: 3 clusters Score -702781.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -702987.812500 Penalty: 4377.332031
	Iteration 4Q: 3 clusters Score -702987.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -703173.437500 Penalty: 4377.332031
	Iteration 5Q: 3 clusters Score -703173.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -703360.687500 Penalty: 4377.332031
	Iteration 6Q: 3 clusters Score -703360.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -703543.500000 Penalty: 4377.332031
	Iteration 7Q: 3 clusters Score -703543.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -703729.250000 Penalty: 4377.332031
	Iteration 8Q: 3 clusters Score -703729.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -703910.937500 Penalty: 4377.332031
	Iteration 9Q: 3 clusters Score -703910.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -704068.750000 Penalty: 4377.332031
	Iteration 10Q: 3 clusters Score -704068.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -704199.937500 Penalty: 4377.332031
	Iteration 11Q: 3 clusters Score -704199.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -704310.687500 Penalty: 4377.332031
	Iteration 12Q: 3 clusters Score -704310.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -704379.187500 Penalty: 4377.332031
	Iteration 13Q: 3 clusters Score -704379.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -704432.000000 Penalty: 4377.332031
	Iteration 14Q: 3 clusters Score -704432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -704477.812500 Penalty: 4377.332031
	Iteration 15Q: 3 clusters Score -704477.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -704524.250000 Penalty: 4377.332031
	Iteration 16Q: 3 clusters Score -704524.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -704575.125000 Penalty: 4377.332031
	Iteration 17Q: 3 clusters Score -704575.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -704623.062500 Penalty: 4377.332031
	Iteration 18Q: 3 clusters Score -704623.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -704664.062500 Penalty: 4377.332031
	Iteration 19Q: 3 clusters Score -704664.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -704697.187500 Penalty: 4377.332031
	Iteration 20F: 3 clusters Score -704697.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -704727.062500 Penalty: 4377.332031
	Iteration 21Q: 3 clusters Score -704727.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -704740.812500 Penalty: 4377.332031
	Iteration 22Q: 3 clusters Score -704740.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -704743.937500 Penalty: 4377.332031
	Iteration 23Q: 3 clusters Score -704743.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -704750.062500 Penalty: 4377.332031
	Iteration 24Q: 3 clusters Score -704750.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -704753.375000 Penalty: 4377.332031
	Iteration 25Q: 3 clusters Score -704753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -704755.562500 Penalty: 4377.332031
	Iteration 26Q: 3 clusters Score -704755.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -704761.812500 Penalty: 4377.332031
	Iteration 27Q: 3 clusters Score -704761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -704764.125000 Penalty: 4377.332031
	Iteration 28Q: 3 clusters Score -704764.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -704766.562500 Penalty: 4377.332031
	Iteration 29Q: 3 clusters Score -704766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -704768.625000 Penalty: 4377.332031
	Iteration 30Q: 3 clusters Score -704768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -704772.187500 Penalty: 4377.332031
	Iteration 31Q: 3 clusters Score -704772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -704772.187500 Penalty: 4377.332031
	Iteration 32F: 3 clusters Score -704772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Entering Unmasked Estep 
Score: -165762.890625 Penalty: 1865.018188
	Iteration 0F: 2 clusters Score -165762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -163365.218750 Penalty: 3730.036377
	Iteration 0F: 3 clusters Score -163365.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -164267.343750 Penalty: 3730.036377
	Iteration 1F: 3 clusters Score -164267.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -164973.515625 Penalty: 3730.036377
	Iteration 2F: 3 clusters Score -164973.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -165398.203125 Penalty: 3730.036377
	Iteration 3F: 3 clusters Score -165398.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -165614.421875 Penalty: 3730.036377
	Iteration 4F: 3 clusters Score -165614.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -165777.187500 Penalty: 3730.036377
	Iteration 5Q: 3 clusters Score -165777.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -165928.781250 Penalty: 3730.036377
	Iteration 6Q: 3 clusters Score -165928.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -166034.343750 Penalty: 3730.036377
	Iteration 7Q: 3 clusters Score -166034.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -166127.703125 Penalty: 3730.036377
	Iteration 8Q: 3 clusters Score -166127.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -166220.531250 Penalty: 3730.036377
	Iteration 9Q: 3 clusters Score -166220.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -166286.843750 Penalty: 3730.036377
	Iteration 10Q: 3 clusters Score -166286.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -166322.468750 Penalty: 3730.036377
	Iteration 11Q: 3 clusters Score -166322.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -166339.046875 Penalty: 3730.036377
	Iteration 12Q: 3 clusters Score -166339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -166357.640625 Penalty: 3730.036377
	Iteration 13Q: 3 clusters Score -166357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -166371.265625 Penalty: 3730.036377
	Iteration 14Q: 3 clusters Score -166371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -166381.453125 Penalty: 3730.036377
	Iteration 15Q: 3 clusters Score -166381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -166385.531250 Penalty: 3730.036377
	Iteration 16Q: 3 clusters Score -166385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -166396.000000 Penalty: 3730.036377
	Iteration 17Q: 3 clusters Score -166396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -166407.046875 Penalty: 3730.036377
	Iteration 18Q: 3 clusters Score -166407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -166424.671875 Penalty: 3730.036377
	Iteration 19Q: 3 clusters Score -166424.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -166441.078125 Penalty: 3730.036377
	Iteration 20F: 3 clusters Score -166441.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -166473.781250 Penalty: 3730.036377
	Iteration 21Q: 3 clusters Score -166473.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -166572.265625 Penalty: 3730.036377
	Iteration 22Q: 3 clusters Score -166572.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -166670.109375 Penalty: 3730.036377
	Iteration 23Q: 3 clusters Score -166670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -166681.296875 Penalty: 3730.036377
	Iteration 24Q: 3 clusters Score -166681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -166681.843750 Penalty: 3730.036377
	Iteration 25Q: 3 clusters Score -166681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -166681.843750 Penalty: 3730.036377
	Iteration 26F: 3 clusters Score -166681.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225040 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97739 members 
Mstep: Class 4 contains 10033 members 
Mstep: Class 5 contains 1585 members 
Mstep: Class 7 contains 33113 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 6804 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 15 contains 37960 members 
Mstep: Class 16 contains 34064 members 
Mstep: Class 17 contains 21341 members 
Mstep: Class 18 contains 172810 members 
Mstep: Class 20 contains 25888 members 
Entering Unmasked Estep 
Score: -70062920.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70063528.000000 to -70062920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (37960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Entering Unmasked Estep 
Score: -3898906.000000 Penalty: 2614.983643
	Iteration 0F: 2 clusters Score -3898906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3873196.000000 Penalty: 5229.967285
	Iteration 0F: 3 clusters Score -3873196 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3882468.250000 Penalty: 5229.967285
	Iteration 1F: 3 clusters Score -3882468 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3882926.750000 Penalty: 5229.967285
	Iteration 2Q: 3 clusters Score -3882927 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3883408.750000 Penalty: 5229.967285
	Iteration 3Q: 3 clusters Score -3883409 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3883969.750000 Penalty: 5229.967285
	Iteration 4Q: 3 clusters Score -3883970 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3884649.250000 Penalty: 5229.967285
	Iteration 5Q: 3 clusters Score -3884649 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3885641.500000 Penalty: 5229.967285
	Iteration 6Q: 3 clusters Score -3885642 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3887012.000000 Penalty: 5229.967285
	Iteration 7F: 3 clusters Score -3887012 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3888836.250000 Penalty: 5229.967285
	Iteration 8F: 3 clusters Score -3888836 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -3890846.000000 Penalty: 5229.967285
	Iteration 9F: 3 clusters Score -3890846 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -3892690.750000 Penalty: 5229.967285
	Iteration 10F: 3 clusters Score -3892691 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3894175.250000 Penalty: 5229.967285
	Iteration 11Q: 3 clusters Score -3894175 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -3895177.500000 Penalty: 5229.967285
	Iteration 12Q: 3 clusters Score -3895178 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -3895797.750000 Penalty: 5229.967285
	Iteration 13Q: 3 clusters Score -3895798 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -3896143.500000 Penalty: 5229.967285
	Iteration 14Q: 3 clusters Score -3896144 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3896328.500000 Penalty: 5229.967285
	Iteration 15Q: 3 clusters Score -3896328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3896475.250000 Penalty: 5229.967285
	Iteration 16Q: 3 clusters Score -3896475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -3896550.750000 Penalty: 5229.967285
	Iteration 17Q: 3 clusters Score -3896551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -3896595.250000 Penalty: 5229.967285
	Iteration 18Q: 3 clusters Score -3896595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -3896625.000000 Penalty: 5229.967285
	Iteration 19Q: 3 clusters Score -3896625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -3896641.500000 Penalty: 5229.967285
	Iteration 20F: 3 clusters Score -3896642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -3896660.250000 Penalty: 5229.967285
	Iteration 21Q: 3 clusters Score -3896660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -3896671.000000 Penalty: 5229.967285
	Iteration 22Q: 3 clusters Score -3896671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -3896675.000000 Penalty: 5229.967285
	Iteration 23Q: 3 clusters Score -3896675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -3896676.000000 Penalty: 5229.967285
	Iteration 24Q: 3 clusters Score -3896676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -3896675.500000 Penalty: 5229.967285
	Iteration 25Q: 3 clusters Score -3896676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -3896675.500000 Penalty: 5229.967285
	Iteration 26F: 3 clusters Score -3896676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Entering Unmasked Estep 
Score: -3628459.750000 Penalty: 2588.126953
	Iteration 0F: 2 clusters Score -3628460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -3605307.250000 Penalty: 5176.253906
	Iteration 0F: 3 clusters Score -3605307 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3613656.500000 Penalty: 5176.253906
	Iteration 1F: 3 clusters Score -3613656 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3614114.500000 Penalty: 5176.253906
	Iteration 2Q: 3 clusters Score -3614114 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3614475.500000 Penalty: 5176.253906
	Iteration 3Q: 3 clusters Score -3614476 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3614764.000000 Penalty: 5176.253906
	Iteration 4Q: 3 clusters Score -3614764 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3615047.750000 Penalty: 5176.253906
	Iteration 5Q: 3 clusters Score -3615048 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3615315.250000 Penalty: 5176.253906
	Iteration 6Q: 3 clusters Score -3615315 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3615575.500000 Penalty: 5176.253906
	Iteration 7Q: 3 clusters Score -3615576 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3615857.000000 Penalty: 5176.253906
	Iteration 8Q: 3 clusters Score -3615857 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3616262.750000 Penalty: 5176.253906
	Iteration 9Q: 3 clusters Score -3616263 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3616787.000000 Penalty: 5176.253906
	Iteration 10Q: 3 clusters Score -3616787 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -3617504.750000 Penalty: 5176.253906
	Iteration 11Q: 3 clusters Score -3617505 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3618399.500000 Penalty: 5176.253906
	Iteration 12Q: 3 clusters Score -3618400 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -3619468.500000 Penalty: 5176.253906
	Iteration 13Q: 3 clusters Score -3619468 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3620460.250000 Penalty: 5176.253906
	Iteration 14Q: 3 clusters Score -3620460 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3621112.250000 Penalty: 5176.253906
	Iteration 15Q: 3 clusters Score -3621112 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3621524.250000 Penalty: 5176.253906
	Iteration 16Q: 3 clusters Score -3621524 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3621856.250000 Penalty: 5176.253906
	Iteration 17Q: 3 clusters Score -3621856 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3622114.250000 Penalty: 5176.253906
	Iteration 18Q: 3 clusters Score -3622114 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3622378.750000 Penalty: 5176.253906
	Iteration 19Q: 3 clusters Score -3622379 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3622627.750000 Penalty: 5176.253906
	Iteration 20F: 3 clusters Score -3622628 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -3622871.750000 Penalty: 5176.253906
	Iteration 21Q: 3 clusters Score -3622872 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3623106.000000 Penalty: 5176.253906
	Iteration 22Q: 3 clusters Score -3623106 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3623319.250000 Penalty: 5176.253906
	Iteration 23Q: 3 clusters Score -3623319 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3623507.750000 Penalty: 5176.253906
	Iteration 24Q: 3 clusters Score -3623508 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3623704.500000 Penalty: 5176.253906
	Iteration 25Q: 3 clusters Score -3623704 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3623920.500000 Penalty: 5176.253906
	Iteration 26Q: 3 clusters Score -3623920 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -3624134.500000 Penalty: 5176.253906
	Iteration 27Q: 3 clusters Score -3624134 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3624327.750000 Penalty: 5176.253906
	Iteration 28Q: 3 clusters Score -3624328 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -3624530.500000 Penalty: 5176.253906
	Iteration 29Q: 3 clusters Score -3624530 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -3624731.250000 Penalty: 5176.253906
	Iteration 30Q: 3 clusters Score -3624731 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -3624912.500000 Penalty: 5176.253906
	Iteration 31Q: 3 clusters Score -3624912 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3625053.750000 Penalty: 5176.253906
	Iteration 32Q: 3 clusters Score -3625054 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -3625183.250000 Penalty: 5176.253906
	Iteration 33Q: 3 clusters Score -3625183 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -3625307.500000 Penalty: 5176.253906
	Iteration 34Q: 3 clusters Score -3625308 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -3625440.500000 Penalty: 5176.253906
	Iteration 35Q: 3 clusters Score -3625440 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3625548.250000 Penalty: 5176.253906
	Iteration 36Q: 3 clusters Score -3625548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -3625661.000000 Penalty: 5176.253906
	Iteration 37Q: 3 clusters Score -3625661 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3625763.750000 Penalty: 5176.253906
	Iteration 38Q: 3 clusters Score -3625764 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -3625855.000000 Penalty: 5176.253906
	Iteration 39Q: 3 clusters Score -3625855 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3625937.750000 Penalty: 5176.253906
	Iteration 40F: 3 clusters Score -3625938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -3625980.000000 Penalty: 5176.253906
	Iteration 41Q: 3 clusters Score -3625980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -3626039.500000 Penalty: 5176.253906
	Iteration 42Q: 3 clusters Score -3626040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -3626066.500000 Penalty: 5176.253906
	Iteration 43Q: 3 clusters Score -3626066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -3626097.500000 Penalty: 5176.253906
	Iteration 44Q: 3 clusters Score -3626098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -3626114.250000 Penalty: 5176.253906
	Iteration 45Q: 3 clusters Score -3626114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3626133.500000 Penalty: 5176.253906
	Iteration 46Q: 3 clusters Score -3626134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -3626147.500000 Penalty: 5176.253906
	Iteration 47Q: 3 clusters Score -3626148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -3626156.500000 Penalty: 5176.253906
	Iteration 48Q: 3 clusters Score -3626156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3626171.750000 Penalty: 5176.253906
	Iteration 49Q: 3 clusters Score -3626172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -3626194.000000 Penalty: 5176.253906
	Iteration 50Q: 3 clusters Score -3626194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -3626199.250000 Penalty: 5176.253906
	Iteration 51Q: 3 clusters Score -3626199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -3626218.750000 Penalty: 5176.253906
	Iteration 52Q: 3 clusters Score -3626219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -3626222.500000 Penalty: 5176.253906
	Iteration 53Q: 3 clusters Score -3626222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -3626229.000000 Penalty: 5176.253906
	Iteration 54Q: 3 clusters Score -3626229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -3626230.750000 Penalty: 5176.253906
	Iteration 55Q: 3 clusters Score -3626231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -3626234.000000 Penalty: 5176.253906
	Iteration 56Q: 3 clusters Score -3626234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -3626234.000000 Penalty: 5176.253906
	Iteration 57Q: 3 clusters Score -3626234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -3626236.250000 Penalty: 5176.253906
	Iteration 58Q: 3 clusters Score -3626236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3626239.000000 Penalty: 5176.253906
	Iteration 59Q: 3 clusters Score -3626239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3626239.000000 Penalty: 5176.253906
	Iteration 60F: 3 clusters Score -3626239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Entering Unmasked Estep 
Score: -2270222.250000 Penalty: 2472.159668
	Iteration 0F: 2 clusters Score -2270222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2255251.750000 Penalty: 4944.319336
	Iteration 0F: 3 clusters Score -2255252 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2260259.000000 Penalty: 4944.319336
	Iteration 1F: 3 clusters Score -2260259 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2260739.000000 Penalty: 4944.319336
	Iteration 2F: 3 clusters Score -2260739 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2261184.750000 Penalty: 4944.319336
	Iteration 3F: 3 clusters Score -2261185 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2261627.250000 Penalty: 4944.319336
	Iteration 4Q: 3 clusters Score -2261627 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2262094.000000 Penalty: 4944.319336
	Iteration 5Q: 3 clusters Score -2262094 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2262617.750000 Penalty: 4944.319336
	Iteration 6Q: 3 clusters Score -2262618 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2263256.250000 Penalty: 4944.319336
	Iteration 7F: 3 clusters Score -2263256 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2264076.500000 Penalty: 4944.319336
	Iteration 8F: 3 clusters Score -2264076 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2265069.500000 Penalty: 4944.319336
	Iteration 9F: 3 clusters Score -2265070 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2266096.750000 Penalty: 4944.319336
	Iteration 10F: 3 clusters Score -2266097 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2266933.250000 Penalty: 4944.319336
	Iteration 11Q: 3 clusters Score -2266933 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2267487.750000 Penalty: 4944.319336
	Iteration 12Q: 3 clusters Score -2267488 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2267751.750000 Penalty: 4944.319336
	Iteration 13Q: 3 clusters Score -2267752 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2267892.250000 Penalty: 4944.319336
	Iteration 14Q: 3 clusters Score -2267892 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2268000.250000 Penalty: 4944.319336
	Iteration 15Q: 3 clusters Score -2268000 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2268086.750000 Penalty: 4944.319336
	Iteration 16Q: 3 clusters Score -2268087 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2268151.500000 Penalty: 4944.319336
	Iteration 17Q: 3 clusters Score -2268152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2268204.500000 Penalty: 4944.319336
	Iteration 18Q: 3 clusters Score -2268204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2268249.750000 Penalty: 4944.319336
	Iteration 19Q: 3 clusters Score -2268250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2268271.750000 Penalty: 4944.319336
	Iteration 20F: 3 clusters Score -2268272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2268294.500000 Penalty: 4944.319336
	Iteration 21Q: 3 clusters Score -2268294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2268322.250000 Penalty: 4944.319336
	Iteration 22Q: 3 clusters Score -2268322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2268347.250000 Penalty: 4944.319336
	Iteration 23Q: 3 clusters Score -2268347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2268369.250000 Penalty: 4944.319336
	Iteration 24Q: 3 clusters Score -2268369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2268376.500000 Penalty: 4944.319336
	Iteration 25Q: 3 clusters Score -2268376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2268389.250000 Penalty: 4944.319336
	Iteration 26Q: 3 clusters Score -2268389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2268401.500000 Penalty: 4944.319336
	Iteration 27Q: 3 clusters Score -2268402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2268409.250000 Penalty: 4944.319336
	Iteration 28Q: 3 clusters Score -2268409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2268416.750000 Penalty: 4944.319336
	Iteration 29Q: 3 clusters Score -2268417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2268423.000000 Penalty: 4944.319336
	Iteration 30Q: 3 clusters Score -2268423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2268427.000000 Penalty: 4944.319336
	Iteration 31Q: 3 clusters Score -2268427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2268434.750000 Penalty: 4944.319336
	Iteration 32Q: 3 clusters Score -2268435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2268443.500000 Penalty: 4944.319336
	Iteration 33Q: 3 clusters Score -2268444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2268448.750000 Penalty: 4944.319336
	Iteration 34Q: 3 clusters Score -2268449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2268452.000000 Penalty: 4944.319336
	Iteration 35Q: 3 clusters Score -2268452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2268452.250000 Penalty: 4944.319336
	Iteration 36Q: 3 clusters Score -2268452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2268455.500000 Penalty: 4944.319336
	Iteration 37Q: 3 clusters Score -2268456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2268482.000000 Penalty: 4944.319336
	Iteration 38Q: 3 clusters Score -2268482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2268493.250000 Penalty: 4944.319336
	Iteration 39Q: 3 clusters Score -2268493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2268493.750000 Penalty: 4944.319336
	Iteration 40F: 3 clusters Score -2268494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2268501.000000 Penalty: 4944.319336
	Iteration 41Q: 3 clusters Score -2268501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2268502.250000 Penalty: 4944.319336
	Iteration 42Q: 3 clusters Score -2268502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2268510.750000 Penalty: 4944.319336
	Iteration 43Q: 3 clusters Score -2268511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2268513.000000 Penalty: 4944.319336
	Iteration 44Q: 3 clusters Score -2268513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2268517.500000 Penalty: 4944.319336
	Iteration 45Q: 3 clusters Score -2268518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2268519.250000 Penalty: 4944.319336
	Iteration 46Q: 3 clusters Score -2268519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2268523.750000 Penalty: 4944.319336
	Iteration 47Q: 3 clusters Score -2268524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2268527.750000 Penalty: 4944.319336
	Iteration 48Q: 3 clusters Score -2268528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2268529.000000 Penalty: 4944.319336
	Iteration 49Q: 3 clusters Score -2268529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2268533.750000 Penalty: 4944.319336
	Iteration 50Q: 3 clusters Score -2268534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2268538.250000 Penalty: 4944.319336
	Iteration 51Q: 3 clusters Score -2268538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2268540.500000 Penalty: 4944.319336
	Iteration 52Q: 3 clusters Score -2268540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2268540.250000 Penalty: 4944.319336
	Iteration 53Q: 3 clusters Score -2268540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2268536.750000 Penalty: 4944.319336
	Iteration 54Q: 3 clusters Score -2268537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2268539.000000 Penalty: 4944.319336
	Iteration 55Q: 3 clusters Score -2268539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2268538.250000 Penalty: 4944.319336
	Iteration 56Q: 3 clusters Score -2268538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2268540.750000 Penalty: 4944.319336
	Iteration 57Q: 3 clusters Score -2268541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2268543.000000 Penalty: 4944.319336
	Iteration 58Q: 3 clusters Score -2268543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2268545.500000 Penalty: 4944.319336
	Iteration 59Q: 3 clusters Score -2268546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2268547.250000 Penalty: 4944.319336
	Iteration 60F: 3 clusters Score -2268547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2268547.000000 Penalty: 4944.319336
	Iteration 61Q: 3 clusters Score -2268547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2268554.750000 Penalty: 4944.319336
	Iteration 62Q: 3 clusters Score -2268555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2268553.500000 Penalty: 4944.319336
	Iteration 63Q: 3 clusters Score -2268554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2268555.750000 Penalty: 4944.319336
	Iteration 64Q: 3 clusters Score -2268556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2268558.500000 Penalty: 4944.319336
	Iteration 65Q: 3 clusters Score -2268558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2268555.000000 Penalty: 4944.319336
	Iteration 66Q: 3 clusters Score -2268555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2268555.000000 Penalty: 4944.319336
	Iteration 67F: 3 clusters Score -2268555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172810 members 
Entering Unmasked Estep 
Score: -18048290.000000 Penalty: 2990.867188
	Iteration 0F: 2 clusters Score -1.804829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 86645 members 
Entering Unmasked Estep 
Score: -17938276.000000 Penalty: 5981.734375
	Iteration 0F: 3 clusters Score -1.793828e+07 nChanged 83071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -17987194.000000 Penalty: 5981.734375
	Iteration 1F: 3 clusters Score -1.798719e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79478 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -17988806.000000 Penalty: 5981.734375
	Iteration 2Q: 3 clusters Score -1.798881e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 97101 members 
Entering Unmasked Estep 
Score: -17991030.000000 Penalty: 5981.734375
	Iteration 3Q: 3 clusters Score -1.799103e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -17994356.000000 Penalty: 5981.734375
	Iteration 4Q: 3 clusters Score -1.799436e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 110517 members 
Entering Unmasked Estep 
Score: -17999814.000000 Penalty: 5981.734375
	Iteration 5F: 3 clusters Score -1.799981e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 120569 members 
Entering Unmasked Estep 
Score: -18007488.000000 Penalty: 5981.734375
	Iteration 6F: 3 clusters Score -1.800749e+07 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 131690 members 
Entering Unmasked Estep 
Score: -18016944.000000 Penalty: 5981.734375
	Iteration 7F: 3 clusters Score -1.801694e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 141599 members 
Entering Unmasked Estep 
Score: -18026114.000000 Penalty: 5981.734375
	Iteration 8F: 3 clusters Score -1.802611e+07 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 148202 members 
Entering Unmasked Estep 
Score: -18032690.000000 Penalty: 5981.734375
	Iteration 9Q: 3 clusters Score -1.803269e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 151881 members 
Entering Unmasked Estep 
Score: -18036720.000000 Penalty: 5981.734375
	Iteration 10Q: 3 clusters Score -1.803672e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 153954 members 
Entering Unmasked Estep 
Score: -18038778.000000 Penalty: 5981.734375
	Iteration 11Q: 3 clusters Score -1.803878e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -18039966.000000 Penalty: 5981.734375
	Iteration 12Q: 3 clusters Score -1.803997e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 156861 members 
Entering Unmasked Estep 
Score: -18040776.000000 Penalty: 5981.734375
	Iteration 13Q: 3 clusters Score -1.804078e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 158086 members 
Entering Unmasked Estep 
Score: -18041482.000000 Penalty: 5981.734375
	Iteration 14Q: 3 clusters Score -1.804148e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 159185 members 
Entering Unmasked Estep 
Score: -18042134.000000 Penalty: 5981.734375
	Iteration 15Q: 3 clusters Score -1.804213e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 160202 members 
Entering Unmasked Estep 
Score: -18042764.000000 Penalty: 5981.734375
	Iteration 16Q: 3 clusters Score -1.804276e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -18043402.000000 Penalty: 5981.734375
	Iteration 17Q: 3 clusters Score -1.80434e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 161941 members 
Entering Unmasked Estep 
Score: -18044060.000000 Penalty: 5981.734375
	Iteration 18Q: 3 clusters Score -1.804406e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 162666 members 
Entering Unmasked Estep 
Score: -18044798.000000 Penalty: 5981.734375
	Iteration 19Q: 3 clusters Score -1.80448e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -18045370.000000 Penalty: 5981.734375
	Iteration 20F: 3 clusters Score -1.804537e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -18045840.000000 Penalty: 5981.734375
	Iteration 21Q: 3 clusters Score -1.804584e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 164002 members 
Entering Unmasked Estep 
Score: -18046120.000000 Penalty: 5981.734375
	Iteration 22Q: 3 clusters Score -1.804612e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 164228 members 
Entering Unmasked Estep 
Score: -18046280.000000 Penalty: 5981.734375
	Iteration 23Q: 3 clusters Score -1.804628e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -18046490.000000 Penalty: 5981.734375
	Iteration 24Q: 3 clusters Score -1.804649e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -18046588.000000 Penalty: 5981.734375
	Iteration 25Q: 3 clusters Score -1.804659e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 164642 members 
Entering Unmasked Estep 
Score: -18046628.000000 Penalty: 5981.734375
	Iteration 26Q: 3 clusters Score -1.804663e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 164769 members 
Entering Unmasked Estep 
Score: -18046670.000000 Penalty: 5981.734375
	Iteration 27Q: 3 clusters Score -1.804667e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 164886 members 
Entering Unmasked Estep 
Score: -18046688.000000 Penalty: 5981.734375
	Iteration 28Q: 3 clusters Score -1.804669e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -18046764.000000 Penalty: 5981.734375
	Iteration 29Q: 3 clusters Score -1.804676e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 165061 members 
Entering Unmasked Estep 
Score: -18046804.000000 Penalty: 5981.734375
	Iteration 30Q: 3 clusters Score -1.80468e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -18046818.000000 Penalty: 5981.734375
	Iteration 31Q: 3 clusters Score -1.804682e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -18046814.000000 Penalty: 5981.734375
	Iteration 32Q: 3 clusters Score -1.804681e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 165204 members 
Entering Unmasked Estep 
Score: -18046838.000000 Penalty: 5981.734375
	Iteration 33Q: 3 clusters Score -1.804684e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -18046862.000000 Penalty: 5981.734375
	Iteration 34Q: 3 clusters Score -1.804686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 165255 members 
Entering Unmasked Estep 
Score: -18046866.000000 Penalty: 5981.734375
	Iteration 35Q: 3 clusters Score -1.804687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 165275 members 
Entering Unmasked Estep 
Score: -18046902.000000 Penalty: 5981.734375
	Iteration 36Q: 3 clusters Score -1.80469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 165289 members 
Entering Unmasked Estep 
Score: -18046916.000000 Penalty: 5981.734375
	Iteration 37Q: 3 clusters Score -1.804692e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 165300 members 
Entering Unmasked Estep 
Score: -18046900.000000 Penalty: 5981.734375
	Iteration 38Q: 3 clusters Score -1.80469e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -18046910.000000 Penalty: 5981.734375
	Iteration 39Q: 3 clusters Score -1.804691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -18046922.000000 Penalty: 5981.734375
	Iteration 40F: 3 clusters Score -1.804692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -18046916.000000 Penalty: 5981.734375
	Iteration 41Q: 3 clusters Score -1.804692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 165357 members 
Entering Unmasked Estep 
Score: -18046944.000000 Penalty: 5981.734375
	Iteration 42Q: 3 clusters Score -1.804694e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 165371 members 
Entering Unmasked Estep 
Score: -18046930.000000 Penalty: 5981.734375
	Iteration 43Q: 3 clusters Score -1.804693e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 165380 members 
Entering Unmasked Estep 
Score: -18046936.000000 Penalty: 5981.734375
	Iteration 44Q: 3 clusters Score -1.804694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 165389 members 
Entering Unmasked Estep 
Score: -18046926.000000 Penalty: 5981.734375
	Iteration 45Q: 3 clusters Score -1.804693e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -18046922.000000 Penalty: 5981.734375
	Iteration 46Q: 3 clusters Score -1.804692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 165405 members 
Entering Unmasked Estep 
Score: -18046916.000000 Penalty: 5981.734375
	Iteration 47Q: 3 clusters Score -1.804692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -18046920.000000 Penalty: 5981.734375
	Iteration 48Q: 3 clusters Score -1.804692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 165425 members 
Entering Unmasked Estep 
Score: -18046922.000000 Penalty: 5981.734375
	Iteration 49Q: 3 clusters Score -1.804692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 165430 members 
Entering Unmasked Estep 
Score: -18046930.000000 Penalty: 5981.734375
	Iteration 50Q: 3 clusters Score -1.804693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 165441 members 
Entering Unmasked Estep 
Score: -18046938.000000 Penalty: 5981.734375
	Iteration 51Q: 3 clusters Score -1.804694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -18046940.000000 Penalty: 5981.734375
	Iteration 52Q: 3 clusters Score -1.804694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -18046926.000000 Penalty: 5981.734375
	Iteration 53Q: 3 clusters Score -1.804693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 165450 members 
Entering Unmasked Estep 
Score: -18046930.000000 Penalty: 5981.734375
	Iteration 54Q: 3 clusters Score -1.804693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -18046922.000000 Penalty: 5981.734375
	Iteration 55Q: 3 clusters Score -1.804692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 165453 members 
Entering Unmasked Estep 
Score: -18046932.000000 Penalty: 5981.734375
	Iteration 56Q: 3 clusters Score -1.804693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -18046926.000000 Penalty: 5981.734375
	Iteration 57Q: 3 clusters Score -1.804693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 165456 members 
Entering Unmasked Estep 
Score: -18046932.000000 Penalty: 5981.734375
	Iteration 58Q: 3 clusters Score -1.804693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 165457 members 
Entering Unmasked Estep 
Score: -18046926.000000 Penalty: 5981.734375
	Iteration 59Q: 3 clusters Score -1.804693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 165460 members 
Entering Unmasked Estep 
Score: -18046914.000000 Penalty: 5981.734375
	Iteration 60F: 3 clusters Score -1.804691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 165464 members 
Entering Unmasked Estep 
Score: -18046920.000000 Penalty: 5981.734375
	Iteration 61Q: 3 clusters Score -1.804692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 165472 members 
Entering Unmasked Estep 
Score: -18046914.000000 Penalty: 5981.734375
	Iteration 62Q: 3 clusters Score -1.804691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 165477 members 
Entering Unmasked Estep 
Score: -18046914.000000 Penalty: 5981.734375
	Iteration 63Q: 3 clusters Score -1.804691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -18046914.000000 Penalty: 5981.734375
	Iteration 64Q: 3 clusters Score -1.804691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 165495 members 
Entering Unmasked Estep 
Score: -18046914.000000 Penalty: 5981.734375
	Iteration 65Q: 3 clusters Score -1.804691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 165500 members 
Entering Unmasked Estep 
Score: -18046922.000000 Penalty: 5981.734375
	Iteration 66Q: 3 clusters Score -1.804692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 165504 members 
Entering Unmasked Estep 
Score: -18046928.000000 Penalty: 5981.734375
	Iteration 67Q: 3 clusters Score -1.804693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 165513 members 
Entering Unmasked Estep 
Score: -18046932.000000 Penalty: 5981.734375
	Iteration 68Q: 3 clusters Score -1.804693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -18046936.000000 Penalty: 5981.734375
	Iteration 69Q: 3 clusters Score -1.804694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 165529 members 
Entering Unmasked Estep 
Score: -18046952.000000 Penalty: 5981.734375
	Iteration 70Q: 3 clusters Score -1.804695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -18046944.000000 Penalty: 5981.734375
	Iteration 71Q: 3 clusters Score -1.804694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -18046938.000000 Penalty: 5981.734375
	Iteration 72Q: 3 clusters Score -1.804694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -18046940.000000 Penalty: 5981.734375
	Iteration 73Q: 3 clusters Score -1.804694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 165540 members 
Entering Unmasked Estep 
Score: -18046942.000000 Penalty: 5981.734375
	Iteration 74Q: 3 clusters Score -1.804694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 165540 members 
Entering Unmasked Estep 
Score: -18046942.000000 Penalty: 5981.734375
	Iteration 75Q: 3 clusters Score -1.804694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -18046930.000000 Penalty: 5981.734375
	Iteration 76Q: 3 clusters Score -1.804693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 165544 members 
Entering Unmasked Estep 
Score: -18046932.000000 Penalty: 5981.734375
	Iteration 77Q: 3 clusters Score -1.804693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 165544 members 
Entering Unmasked Estep 
Score: -18046932.000000 Penalty: 5981.734375
	Iteration 78F: 3 clusters Score -1.804693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Entering Unmasked Estep 
Score: -2750790.750000 Penalty: 2520.060791
	Iteration 0F: 2 clusters Score -2750791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2732874.500000 Penalty: 5040.121582
	Iteration 0F: 3 clusters Score -2732874 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2739095.500000 Penalty: 5040.121582
	Iteration 1F: 3 clusters Score -2739096 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2739683.250000 Penalty: 5040.121582
	Iteration 2F: 3 clusters Score -2739683 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2740317.500000 Penalty: 5040.121582
	Iteration 3F: 3 clusters Score -2740318 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2741116.500000 Penalty: 5040.121582
	Iteration 4F: 3 clusters Score -2741116 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2742152.750000 Penalty: 5040.121582
	Iteration 5F: 3 clusters Score -2742153 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2743424.250000 Penalty: 5040.121582
	Iteration 6F: 3 clusters Score -2743424 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2744835.000000 Penalty: 5040.121582
	Iteration 7F: 3 clusters Score -2744835 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2746198.500000 Penalty: 5040.121582
	Iteration 8F: 3 clusters Score -2746198 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2747382.000000 Penalty: 5040.121582
	Iteration 9F: 3 clusters Score -2747382 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2748077.500000 Penalty: 5040.121582
	Iteration 10Q: 3 clusters Score -2748078 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2748496.500000 Penalty: 5040.121582
	Iteration 11Q: 3 clusters Score -2748496 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2748718.500000 Penalty: 5040.121582
	Iteration 12Q: 3 clusters Score -2748718 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2748853.500000 Penalty: 5040.121582
	Iteration 13Q: 3 clusters Score -2748854 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2748925.500000 Penalty: 5040.121582
	Iteration 14Q: 3 clusters Score -2748926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2748984.250000 Penalty: 5040.121582
	Iteration 15Q: 3 clusters Score -2748984 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2749031.000000 Penalty: 5040.121582
	Iteration 16Q: 3 clusters Score -2749031 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2749092.750000 Penalty: 5040.121582
	Iteration 17Q: 3 clusters Score -2749093 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2749142.000000 Penalty: 5040.121582
	Iteration 18Q: 3 clusters Score -2749142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2749176.000000 Penalty: 5040.121582
	Iteration 19Q: 3 clusters Score -2749176 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2749200.500000 Penalty: 5040.121582
	Iteration 20F: 3 clusters Score -2749200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2749240.000000 Penalty: 5040.121582
	Iteration 21Q: 3 clusters Score -2749240 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2749261.500000 Penalty: 5040.121582
	Iteration 22Q: 3 clusters Score -2749262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2749278.750000 Penalty: 5040.121582
	Iteration 23Q: 3 clusters Score -2749279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2749299.250000 Penalty: 5040.121582
	Iteration 24Q: 3 clusters Score -2749299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2749315.750000 Penalty: 5040.121582
	Iteration 25Q: 3 clusters Score -2749316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2749336.500000 Penalty: 5040.121582
	Iteration 26Q: 3 clusters Score -2749336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2749339.500000 Penalty: 5040.121582
	Iteration 27Q: 3 clusters Score -2749340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2749348.750000 Penalty: 5040.121582
	Iteration 28Q: 3 clusters Score -2749349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2749352.500000 Penalty: 5040.121582
	Iteration 29Q: 3 clusters Score -2749352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2749360.500000 Penalty: 5040.121582
	Iteration 30Q: 3 clusters Score -2749360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2749369.500000 Penalty: 5040.121582
	Iteration 31Q: 3 clusters Score -2749370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2749369.500000 Penalty: 5040.121582
	Iteration 32Q: 3 clusters Score -2749370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2749369.250000 Penalty: 5040.121582
	Iteration 33Q: 3 clusters Score -2749369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2749376.750000 Penalty: 5040.121582
	Iteration 34Q: 3 clusters Score -2749377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2749382.750000 Penalty: 5040.121582
	Iteration 35Q: 3 clusters Score -2749383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2749383.250000 Penalty: 5040.121582
	Iteration 36Q: 3 clusters Score -2749383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2749385.250000 Penalty: 5040.121582
	Iteration 37Q: 3 clusters Score -2749385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2749385.750000 Penalty: 5040.121582
	Iteration 38Q: 3 clusters Score -2749386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2749387.500000 Penalty: 5040.121582
	Iteration 39Q: 3 clusters Score -2749388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2749388.000000 Penalty: 5040.121582
	Iteration 40F: 3 clusters Score -2749388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2749389.500000 Penalty: 5040.121582
	Iteration 41Q: 3 clusters Score -2749390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2749392.500000 Penalty: 5040.121582
	Iteration 42Q: 3 clusters Score -2749392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2749399.250000 Penalty: 5040.121582
	Iteration 43Q: 3 clusters Score -2749399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2749401.750000 Penalty: 5040.121582
	Iteration 44Q: 3 clusters Score -2749402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2749404.500000 Penalty: 5040.121582
	Iteration 45Q: 3 clusters Score -2749404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2749402.250000 Penalty: 5040.121582
	Iteration 46Q: 3 clusters Score -2749402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2749403.000000 Penalty: 5040.121582
	Iteration 47Q: 3 clusters Score -2749403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2749405.250000 Penalty: 5040.121582
	Iteration 48Q: 3 clusters Score -2749405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2749407.250000 Penalty: 5040.121582
	Iteration 49Q: 3 clusters Score -2749407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2749403.750000 Penalty: 5040.121582
	Iteration 50Q: 3 clusters Score -2749404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2749403.750000 Penalty: 5040.121582
	Iteration 51F: 3 clusters Score -2749404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225040 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97739 members 
Mstep: Class 4 contains 10033 members 
Mstep: Class 7 contains 33113 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 6804 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37960 members 
Mstep: Class 16 contains 34064 members 
Mstep: Class 17 contains 21341 members 
Mstep: Class 18 contains 172810 members 
Mstep: Class 20 contains 25888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063480.000000 Penalty: 43306.667969
Iteration 359Q: 14 clusters Score -7.006348e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225044 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97853 members 
Mstep: Class 4 contains 10031 members 
Mstep: Class 7 contains 33112 members 
Mstep: Class 8 contains 14387 members 
Mstep: Class 9 contains 6799 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37958 members 
Mstep: Class 16 contains 34058 members 
Mstep: Class 17 contains 21341 members 
Mstep: Class 18 contains 172714 members 
Mstep: Class 20 contains 25884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063464.000000 Penalty: 43306.667969
Iteration 360F: 14 clusters Score -7.006346e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225041 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 97979 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 7 contains 33109 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 6798 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37954 members 
Mstep: Class 16 contains 34058 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 172602 members 
Mstep: Class 20 contains 25881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063576.000000 Penalty: 43306.667969
Iteration 361Q: 14 clusters Score -7.006358e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225038 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 98109 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 7 contains 33104 members 
Mstep: Class 8 contains 14389 members 
Mstep: Class 9 contains 6796 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37952 members 
Mstep: Class 16 contains 34061 members 
Mstep: Class 17 contains 21335 members 
Mstep: Class 18 contains 172488 members 
Mstep: Class 20 contains 25879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063512.000000 Penalty: 43306.667969
Iteration 362Q: 14 clusters Score -7.006351e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225036 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 98239 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 7 contains 33098 members 
Mstep: Class 8 contains 14388 members 
Mstep: Class 9 contains 6793 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37949 members 
Mstep: Class 16 contains 34056 members 
Mstep: Class 17 contains 21332 members 
Mstep: Class 18 contains 172386 members 
Mstep: Class 20 contains 25874 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 363Q: 14 clusters Score -7.006358e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225028 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 98374 members 
Mstep: Class 4 contains 10030 members 
Mstep: Class 7 contains 33096 members 
Mstep: Class 8 contains 14391 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37949 members 
Mstep: Class 16 contains 34049 members 
Mstep: Class 17 contains 21331 members 
Mstep: Class 18 contains 172273 members 
Mstep: Class 20 contains 25869 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 364Q: 14 clusters Score -7.006366e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225012 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 98501 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 7 contains 33094 members 
Mstep: Class 8 contains 14387 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37948 members 
Mstep: Class 16 contains 34047 members 
Mstep: Class 17 contains 21330 members 
Mstep: Class 18 contains 172178 members 
Mstep: Class 20 contains 25864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063624.000000 Penalty: 43306.667969
Iteration 365Q: 14 clusters Score -7.006362e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225003 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 98627 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 7 contains 33090 members 
Mstep: Class 8 contains 14387 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37948 members 
Mstep: Class 16 contains 34045 members 
Mstep: Class 17 contains 21332 members 
Mstep: Class 18 contains 172073 members 
Mstep: Class 20 contains 25856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063600.000000 Penalty: 43306.667969
Iteration 366Q: 14 clusters Score -7.00636e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225006 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 98756 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 7 contains 33084 members 
Mstep: Class 8 contains 14385 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37945 members 
Mstep: Class 16 contains 34047 members 
Mstep: Class 17 contains 21335 members 
Mstep: Class 18 contains 171961 members 
Mstep: Class 20 contains 25847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063624.000000 Penalty: 43306.667969
Iteration 367Q: 14 clusters Score -7.006362e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 225003 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 98889 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 7 contains 33081 members 
Mstep: Class 8 contains 14383 members 
Mstep: Class 9 contains 6783 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37941 members 
Mstep: Class 16 contains 34043 members 
Mstep: Class 17 contains 21339 members 
Mstep: Class 18 contains 171850 members 
Mstep: Class 20 contains 25840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063728.000000 Penalty: 43306.667969
Iteration 368Q: 14 clusters Score -7.006373e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224985 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99032 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 7 contains 33078 members 
Mstep: Class 8 contains 14382 members 
Mstep: Class 9 contains 6784 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37938 members 
Mstep: Class 16 contains 34039 members 
Mstep: Class 17 contains 21341 members 
Mstep: Class 18 contains 171735 members 
Mstep: Class 20 contains 25838 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 369Q: 14 clusters Score -7.006367e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224974 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99169 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 7 contains 33070 members 
Mstep: Class 8 contains 14385 members 
Mstep: Class 9 contains 6784 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37931 members 
Mstep: Class 16 contains 34034 members 
Mstep: Class 17 contains 21339 members 
Mstep: Class 18 contains 171633 members 
Mstep: Class 20 contains 25833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063688.000000 Penalty: 43306.667969
Iteration 370Q: 14 clusters Score -7.006369e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224961 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99310 members 
Mstep: Class 4 contains 10029 members 
Mstep: Class 7 contains 33060 members 
Mstep: Class 8 contains 14385 members 
Mstep: Class 9 contains 6783 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37928 members 
Mstep: Class 16 contains 34032 members 
Mstep: Class 17 contains 21335 members 
Mstep: Class 18 contains 171532 members 
Mstep: Class 20 contains 25826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063656.000000 Penalty: 43306.667969
Iteration 371Q: 14 clusters Score -7.006366e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224955 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99429 members 
Mstep: Class 4 contains 10028 members 
Mstep: Class 7 contains 33054 members 
Mstep: Class 8 contains 14386 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37925 members 
Mstep: Class 16 contains 34028 members 
Mstep: Class 17 contains 21336 members 
Mstep: Class 18 contains 171437 members 
Mstep: Class 20 contains 25824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063688.000000 Penalty: 43306.667969
Iteration 372Q: 14 clusters Score -7.006369e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224956 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99526 members 
Mstep: Class 4 contains 10027 members 
Mstep: Class 7 contains 33049 members 
Mstep: Class 8 contains 14384 members 
Mstep: Class 9 contains 6778 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37922 members 
Mstep: Class 16 contains 34016 members 
Mstep: Class 17 contains 21342 members 
Mstep: Class 18 contains 171359 members 
Mstep: Class 20 contains 25822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063616.000000 Penalty: 43306.667969
Iteration 373Q: 14 clusters Score -7.006362e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224956 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99612 members 
Mstep: Class 4 contains 10026 members 
Mstep: Class 7 contains 33041 members 
Mstep: Class 8 contains 14384 members 
Mstep: Class 9 contains 6777 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37922 members 
Mstep: Class 16 contains 34011 members 
Mstep: Class 17 contains 21346 members 
Mstep: Class 18 contains 171287 members 
Mstep: Class 20 contains 25819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063648.000000 Penalty: 43306.667969
Iteration 374Q: 14 clusters Score -7.006365e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224959 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99688 members 
Mstep: Class 4 contains 10025 members 
Mstep: Class 7 contains 33038 members 
Mstep: Class 8 contains 14386 members 
Mstep: Class 9 contains 6774 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37922 members 
Mstep: Class 16 contains 34006 members 
Mstep: Class 17 contains 21349 members 
Mstep: Class 18 contains 171220 members 
Mstep: Class 20 contains 25814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063704.000000 Penalty: 43306.667969
Iteration 375Q: 14 clusters Score -7.00637e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224965 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99757 members 
Mstep: Class 4 contains 10024 members 
Mstep: Class 7 contains 33031 members 
Mstep: Class 8 contains 14385 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37922 members 
Mstep: Class 16 contains 34001 members 
Mstep: Class 17 contains 21350 members 
Mstep: Class 18 contains 171159 members 
Mstep: Class 20 contains 25812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063736.000000 Penalty: 43306.667969
Iteration 376Q: 14 clusters Score -7.006374e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224966 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99839 members 
Mstep: Class 4 contains 10023 members 
Mstep: Class 7 contains 33029 members 
Mstep: Class 8 contains 14382 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37921 members 
Mstep: Class 16 contains 33994 members 
Mstep: Class 17 contains 21351 members 
Mstep: Class 18 contains 171089 members 
Mstep: Class 20 contains 25812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063688.000000 Penalty: 43306.667969
Iteration 377Q: 14 clusters Score -7.006369e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224961 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99919 members 
Mstep: Class 4 contains 10021 members 
Mstep: Class 7 contains 33022 members 
Mstep: Class 8 contains 14383 members 
Mstep: Class 9 contains 6777 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37922 members 
Mstep: Class 16 contains 33992 members 
Mstep: Class 17 contains 21349 members 
Mstep: Class 18 contains 171025 members 
Mstep: Class 20 contains 25810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063632.000000 Penalty: 43306.667969
Iteration 378Q: 14 clusters Score -7.006363e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224946 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 99993 members 
Mstep: Class 4 contains 10020 members 
Mstep: Class 7 contains 33020 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 6774 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37920 members 
Mstep: Class 16 contains 33985 members 
Mstep: Class 17 contains 21350 members 
Mstep: Class 18 contains 170987 members 
Mstep: Class 20 contains 25806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063552.000000 Penalty: 43306.667969
Iteration 379Q: 14 clusters Score -7.006355e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224938 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100061 members 
Mstep: Class 4 contains 10019 members 
Mstep: Class 7 contains 33022 members 
Mstep: Class 8 contains 14381 members 
Mstep: Class 9 contains 6768 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37918 members 
Mstep: Class 16 contains 33978 members 
Mstep: Class 17 contains 21350 members 
Mstep: Class 18 contains 170940 members 
Mstep: Class 20 contains 25806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063592.000000 Penalty: 43306.667969
Iteration 380F: 14 clusters Score -7.006359e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224923 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100121 members 
Mstep: Class 4 contains 10018 members 
Mstep: Class 7 contains 33022 members 
Mstep: Class 8 contains 14382 members 
Mstep: Class 9 contains 6763 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37921 members 
Mstep: Class 16 contains 33971 members 
Mstep: Class 17 contains 21350 members 
Mstep: Class 18 contains 170904 members 
Mstep: Class 20 contains 25806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063624.000000 Penalty: 43306.667969
Iteration 381Q: 14 clusters Score -7.006362e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224908 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100180 members 
Mstep: Class 4 contains 10018 members 
Mstep: Class 7 contains 33020 members 
Mstep: Class 8 contains 14382 members 
Mstep: Class 9 contains 6760 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37920 members 
Mstep: Class 16 contains 33969 members 
Mstep: Class 17 contains 21346 members 
Mstep: Class 18 contains 170871 members 
Mstep: Class 20 contains 25807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063624.000000 Penalty: 43306.667969
Iteration 382Q: 14 clusters Score -7.006362e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224897 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100244 members 
Mstep: Class 4 contains 10018 members 
Mstep: Class 7 contains 33014 members 
Mstep: Class 8 contains 14382 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37918 members 
Mstep: Class 16 contains 33960 members 
Mstep: Class 17 contains 21342 members 
Mstep: Class 18 contains 170843 members 
Mstep: Class 20 contains 25807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063728.000000 Penalty: 43306.667969
Iteration 383Q: 14 clusters Score -7.006373e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224883 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100313 members 
Mstep: Class 4 contains 10017 members 
Mstep: Class 7 contains 33004 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 6755 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37915 members 
Mstep: Class 16 contains 33963 members 
Mstep: Class 17 contains 21343 members 
Mstep: Class 18 contains 170804 members 
Mstep: Class 20 contains 25804 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 384Q: 14 clusters Score -7.006378e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224860 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100374 members 
Mstep: Class 4 contains 10018 members 
Mstep: Class 7 contains 32998 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37908 members 
Mstep: Class 16 contains 33960 members 
Mstep: Class 17 contains 21344 members 
Mstep: Class 18 contains 170783 members 
Mstep: Class 20 contains 25803 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 385Q: 14 clusters Score -7.006375e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224837 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100435 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 7 contains 32994 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 6754 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37910 members 
Mstep: Class 16 contains 33954 members 
Mstep: Class 17 contains 21344 members 
Mstep: Class 18 contains 170756 members 
Mstep: Class 20 contains 25802 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 386Q: 14 clusters Score -7.00638e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224814 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100510 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 7 contains 32989 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 6754 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37910 members 
Mstep: Class 16 contains 33952 members 
Mstep: Class 17 contains 21345 members 
Mstep: Class 18 contains 170712 members 
Mstep: Class 20 contains 25800 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 387Q: 14 clusters Score -7.00639e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224787 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100600 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 7 contains 32983 members 
Mstep: Class 8 contains 14379 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37908 members 
Mstep: Class 16 contains 33945 members 
Mstep: Class 17 contains 21343 members 
Mstep: Class 18 contains 170673 members 
Mstep: Class 20 contains 25796 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 388Q: 14 clusters Score -7.006399e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224769 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100684 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 7 contains 32974 members 
Mstep: Class 8 contains 14379 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37906 members 
Mstep: Class 16 contains 33937 members 
Mstep: Class 17 contains 21343 members 
Mstep: Class 18 contains 170632 members 
Mstep: Class 20 contains 25794 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 389Q: 14 clusters Score -7.006397e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224746 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100769 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 7 contains 32966 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37906 members 
Mstep: Class 16 contains 33931 members 
Mstep: Class 17 contains 21342 members 
Mstep: Class 18 contains 170590 members 
Mstep: Class 20 contains 25790 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 390Q: 14 clusters Score -7.006398e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224719 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100846 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 7 contains 32961 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37905 members 
Mstep: Class 16 contains 33929 members 
Mstep: Class 17 contains 21340 members 
Mstep: Class 18 contains 170556 members 
Mstep: Class 20 contains 25788 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 391Q: 14 clusters Score -7.006392e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224704 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100929 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 7 contains 32953 members 
Mstep: Class 8 contains 14376 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37901 members 
Mstep: Class 16 contains 33924 members 
Mstep: Class 17 contains 21339 members 
Mstep: Class 18 contains 170509 members 
Mstep: Class 20 contains 25787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063880.000000 Penalty: 43306.667969
Iteration 392Q: 14 clusters Score -7.006388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224687 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 100996 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 7 contains 32950 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37897 members 
Mstep: Class 16 contains 33923 members 
Mstep: Class 17 contains 21338 members 
Mstep: Class 18 contains 170472 members 
Mstep: Class 20 contains 25782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063920.000000 Penalty: 43306.667969
Iteration 393Q: 14 clusters Score -7.006392e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224666 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101060 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 7 contains 32946 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37897 members 
Mstep: Class 16 contains 33923 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 18 contains 170438 members 
Mstep: Class 20 contains 25781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063864.000000 Penalty: 43306.667969
Iteration 394Q: 14 clusters Score -7.006386e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224647 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101129 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 7 contains 32943 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37894 members 
Mstep: Class 16 contains 33920 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 18 contains 170403 members 
Mstep: Class 20 contains 25778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063912.000000 Penalty: 43306.667969
Iteration 395Q: 14 clusters Score -7.006391e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224622 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101196 members 
Mstep: Class 4 contains 10014 members 
Mstep: Class 7 contains 32939 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37893 members 
Mstep: Class 16 contains 33917 members 
Mstep: Class 17 contains 21333 members 
Mstep: Class 18 contains 170372 members 
Mstep: Class 20 contains 25778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063872.000000 Penalty: 43306.667969
Iteration 396Q: 14 clusters Score -7.006387e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224590 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101270 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 7 contains 32936 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37894 members 
Mstep: Class 16 contains 33916 members 
Mstep: Class 17 contains 21334 members 
Mstep: Class 18 contains 170331 members 
Mstep: Class 20 contains 25778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063744.000000 Penalty: 43306.667969
Iteration 397Q: 14 clusters Score -7.006374e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224577 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101346 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 7 contains 32930 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37892 members 
Mstep: Class 16 contains 33910 members 
Mstep: Class 17 contains 21325 members 
Mstep: Class 18 contains 170297 members 
Mstep: Class 20 contains 25772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063832.000000 Penalty: 43306.667969
Iteration 398Q: 14 clusters Score -7.006383e+07 nChanged 105
Entering ConstructFrom: 
Score: -70063832.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (224563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224563 members 
Entering Unmasked Estep 
Score: -23473896.000000 Penalty: 3055.834229
	Iteration 0F: 2 clusters Score -2.34739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 111987 members 
Entering Unmasked Estep 
Score: -23335852.000000 Penalty: 6111.668457
	Iteration 0F: 3 clusters Score -2.333585e+07 nChanged 108424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118344 members 
Mstep: Class 2 contains 106219 members 
Entering Unmasked Estep 
Score: -23399162.000000 Penalty: 6111.668457
	Iteration 1F: 3 clusters Score -2.339916e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121968 members 
Mstep: Class 2 contains 102595 members 
Entering Unmasked Estep 
Score: -23400356.000000 Penalty: 6111.668457
	Iteration 2Q: 3 clusters Score -2.340036e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127739 members 
Mstep: Class 2 contains 96824 members 
Entering Unmasked Estep 
Score: -23402032.000000 Penalty: 6111.668457
	Iteration 3Q: 3 clusters Score -2.340203e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136468 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -23405410.000000 Penalty: 6111.668457
	Iteration 4Q: 3 clusters Score -2.340541e+07 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 75268 members 
Entering Unmasked Estep 
Score: -23412222.000000 Penalty: 6111.668457
	Iteration 5F: 3 clusters Score -2.341222e+07 nChanged 17872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167109 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -23424786.000000 Penalty: 6111.668457
	Iteration 6F: 3 clusters Score -2.342479e+07 nChanged 20730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187837 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -23442912.000000 Penalty: 6111.668457
	Iteration 7F: 3 clusters Score -2.344291e+07 nChanged 19067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206904 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -23459248.000000 Penalty: 6111.668457
	Iteration 8F: 3 clusters Score -2.345925e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217942 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -23466492.000000 Penalty: 6111.668457
	Iteration 9Q: 3 clusters Score -2.346649e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222277 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -23469410.000000 Penalty: 6111.668457
	Iteration 10Q: 3 clusters Score -2.346941e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223623 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -23470466.000000 Penalty: 6111.668457
	Iteration 11Q: 3 clusters Score -2.347047e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224011 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -23470762.000000 Penalty: 6111.668457
	Iteration 12Q: 3 clusters Score -2.347076e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224150 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23470982.000000 Penalty: 6111.668457
	Iteration 13Q: 3 clusters Score -2.347098e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224205 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23471062.000000 Penalty: 6111.668457
	Iteration 14Q: 3 clusters Score -2.347106e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224234 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23471150.000000 Penalty: 6111.668457
	Iteration 15Q: 3 clusters Score -2.347115e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23471202.000000 Penalty: 6111.668457
	Iteration 16Q: 3 clusters Score -2.34712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224255 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23471224.000000 Penalty: 6111.668457
	Iteration 17Q: 3 clusters Score -2.347122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224263 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -23471228.000000 Penalty: 6111.668457
	Iteration 18Q: 3 clusters Score -2.347123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224261 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23471220.000000 Penalty: 6111.668457
	Iteration 19Q: 3 clusters Score -2.347122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224259 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23471222.000000 Penalty: 6111.668457
	Iteration 20F: 3 clusters Score -2.347122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224258 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23471232.000000 Penalty: 6111.668457
	Iteration 21Q: 3 clusters Score -2.347123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224259 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23471226.000000 Penalty: 6111.668457
	Iteration 22Q: 3 clusters Score -2.347123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224259 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23471226.000000 Penalty: 6111.668457
	Iteration 23F: 3 clusters Score -2.347123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 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 399 members 
Entering Unmasked Estep 
Score: -75014.906250 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75014.91 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75316.062500 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75316.06 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -75610.726562 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75610.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75870.539062 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -75870.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75952.460938 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -75952.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76048.375000 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -76048.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -76189.437500 Penalty: 3337.992676
	Iteration 6F: 3 clusters Score -76189.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -76361.867188 Penalty: 3337.992676
	Iteration 7F: 3 clusters Score -76361.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -76526.765625 Penalty: 3337.992676
	Iteration 8F: 3 clusters Score -76526.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -76689.460938 Penalty: 3337.992676
	Iteration 9F: 3 clusters Score -76689.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -76782.054688 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -76782.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -76828.742188 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -76828.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -76866.226562 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -76866.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76888.945312 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -76888.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -76907.554688 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -76907.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -76909.562500 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -76909.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -76911.398438 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -76911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -76911.398438 Penalty: 3337.992676
	Iteration 17F: 3 clusters Score -76911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224563 members 
Mstep: Class 2 contains 127 members 
Mstep: Class 3 contains 101415 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 7 contains 32927 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37890 members 
Mstep: Class 16 contains 33902 members 
Mstep: Class 17 contains 21323 members 
Mstep: Class 18 contains 170263 members 
Mstep: Class 20 contains 25766 members 
Entering Unmasked Estep 
Score: -70062224.000000 Penalty: 46637.949219
Splitting cluster 2 changes total score from -70063832.000000 to -70062224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (101415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Entering Unmasked Estep 
Score: -10662846.000000 Penalty: 2858.690186
	Iteration 0F: 2 clusters Score -1.066285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -10594926.000000 Penalty: 5717.380371
	Iteration 0F: 3 clusters Score -1.059493e+07 nChanged 47925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -10622495.000000 Penalty: 5717.380371
	Iteration 1F: 3 clusters Score -1.06225e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -10623514.000000 Penalty: 5717.380371
	Iteration 2Q: 3 clusters Score -1.062351e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -10625069.000000 Penalty: 5717.380371
	Iteration 3Q: 3 clusters Score -1.062507e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -10627274.000000 Penalty: 5717.380371
	Iteration 4Q: 3 clusters Score -1.062727e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -10630169.000000 Penalty: 5717.380371
	Iteration 5Q: 3 clusters Score -1.063017e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -10633832.000000 Penalty: 5717.380371
	Iteration 6F: 3 clusters Score -1.063383e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -10638151.000000 Penalty: 5717.380371
	Iteration 7F: 3 clusters Score -1.063815e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -10642402.000000 Penalty: 5717.380371
	Iteration 8F: 3 clusters Score -1.06424e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -10646284.000000 Penalty: 5717.380371
	Iteration 9F: 3 clusters Score -1.064628e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -10649057.000000 Penalty: 5717.380371
	Iteration 10Q: 3 clusters Score -1.064906e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -10651203.000000 Penalty: 5717.380371
	Iteration 11Q: 3 clusters Score -1.06512e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -10652692.000000 Penalty: 5717.380371
	Iteration 12Q: 3 clusters Score -1.065269e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -10653928.000000 Penalty: 5717.380371
	Iteration 13Q: 3 clusters Score -1.065393e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -10654998.000000 Penalty: 5717.380371
	Iteration 14Q: 3 clusters Score -1.0655e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -10655944.000000 Penalty: 5717.380371
	Iteration 15Q: 3 clusters Score -1.065594e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -10656797.000000 Penalty: 5717.380371
	Iteration 16Q: 3 clusters Score -1.06568e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -10657611.000000 Penalty: 5717.380371
	Iteration 17Q: 3 clusters Score -1.065761e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -10658277.000000 Penalty: 5717.380371
	Iteration 18Q: 3 clusters Score -1.065828e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -10658832.000000 Penalty: 5717.380371
	Iteration 19Q: 3 clusters Score -1.065883e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -10659187.000000 Penalty: 5717.380371
	Iteration 20F: 3 clusters Score -1.065919e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -10659507.000000 Penalty: 5717.380371
	Iteration 21Q: 3 clusters Score -1.065951e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99138 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10659743.000000 Penalty: 5717.380371
	Iteration 22Q: 3 clusters Score -1.065974e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10659932.000000 Penalty: 5717.380371
	Iteration 23Q: 3 clusters Score -1.065993e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10660042.000000 Penalty: 5717.380371
	Iteration 24Q: 3 clusters Score -1.066004e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99845 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10660170.000000 Penalty: 5717.380371
	Iteration 25Q: 3 clusters Score -1.066017e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99967 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10660224.000000 Penalty: 5717.380371
	Iteration 26Q: 3 clusters Score -1.066022e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100073 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10660303.000000 Penalty: 5717.380371
	Iteration 27Q: 3 clusters Score -1.06603e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100149 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10660363.000000 Penalty: 5717.380371
	Iteration 28Q: 3 clusters Score -1.066036e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100210 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -10660417.000000 Penalty: 5717.380371
	Iteration 29Q: 3 clusters Score -1.066042e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10660466.000000 Penalty: 5717.380371
	Iteration 30Q: 3 clusters Score -1.066047e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100328 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10660495.000000 Penalty: 5717.380371
	Iteration 31Q: 3 clusters Score -1.06605e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100363 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10660484.000000 Penalty: 5717.380371
	Iteration 32Q: 3 clusters Score -1.066048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10660499.000000 Penalty: 5717.380371
	Iteration 33Q: 3 clusters Score -1.06605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10660531.000000 Penalty: 5717.380371
	Iteration 34Q: 3 clusters Score -1.066053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100424 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10660528.000000 Penalty: 5717.380371
	Iteration 35Q: 3 clusters Score -1.066053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100436 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10660542.000000 Penalty: 5717.380371
	Iteration 36Q: 3 clusters Score -1.066054e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10660548.000000 Penalty: 5717.380371
	Iteration 37Q: 3 clusters Score -1.066055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10660549.000000 Penalty: 5717.380371
	Iteration 38Q: 3 clusters Score -1.066055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100463 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10660564.000000 Penalty: 5717.380371
	Iteration 39Q: 3 clusters Score -1.066056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100472 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10660562.000000 Penalty: 5717.380371
	Iteration 40F: 3 clusters Score -1.066056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100479 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10660568.000000 Penalty: 5717.380371
	Iteration 41Q: 3 clusters Score -1.066057e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100487 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10660579.000000 Penalty: 5717.380371
	Iteration 42Q: 3 clusters Score -1.066058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100494 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10660578.000000 Penalty: 5717.380371
	Iteration 43Q: 3 clusters Score -1.066058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100501 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10660577.000000 Penalty: 5717.380371
	Iteration 44Q: 3 clusters Score -1.066058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10660585.000000 Penalty: 5717.380371
	Iteration 45Q: 3 clusters Score -1.066058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100517 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10660576.000000 Penalty: 5717.380371
	Iteration 46Q: 3 clusters Score -1.066058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10660583.000000 Penalty: 5717.380371
	Iteration 47Q: 3 clusters Score -1.066058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10660587.000000 Penalty: 5717.380371
	Iteration 48Q: 3 clusters Score -1.066059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100530 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10660590.000000 Penalty: 5717.380371
	Iteration 49Q: 3 clusters Score -1.066059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10660576.000000 Penalty: 5717.380371
	Iteration 50Q: 3 clusters Score -1.066058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10660590.000000 Penalty: 5717.380371
	Iteration 51Q: 3 clusters Score -1.066059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10660593.000000 Penalty: 5717.380371
	Iteration 52Q: 3 clusters Score -1.066059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100545 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10660590.000000 Penalty: 5717.380371
	Iteration 53Q: 3 clusters Score -1.066059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100546 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10660589.000000 Penalty: 5717.380371
	Iteration 54Q: 3 clusters Score -1.066059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100547 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10660586.000000 Penalty: 5717.380371
	Iteration 55Q: 3 clusters Score -1.066059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10660589.000000 Penalty: 5717.380371
	Iteration 56Q: 3 clusters Score -1.066059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100548 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10660589.000000 Penalty: 5717.380371
	Iteration 57F: 3 clusters Score -1.066059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Entering Unmasked Estep 
Score: -1001486.937500 Penalty: 2284.486572
	Iteration 0F: 2 clusters Score -1001487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -993848.187500 Penalty: 4568.973145
	Iteration 0F: 3 clusters Score -993848.2 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -996052.875000 Penalty: 4568.973145
	Iteration 1F: 3 clusters Score -996052.9 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -996501.750000 Penalty: 4568.973145
	Iteration 2F: 3 clusters Score -996501.8 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -997170.625000 Penalty: 4568.973145
	Iteration 3F: 3 clusters Score -997170.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -998015.937500 Penalty: 4568.973145
	Iteration 4F: 3 clusters Score -998015.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -998796.687500 Penalty: 4568.973145
	Iteration 5F: 3 clusters Score -998796.7 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -999462.812500 Penalty: 4568.973145
	Iteration 6F: 3 clusters Score -999462.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -999922.000000 Penalty: 4568.973145
	Iteration 7F: 3 clusters Score -999922 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1000189.437500 Penalty: 4568.973145
	Iteration 8Q: 3 clusters Score -1000189 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1000343.250000 Penalty: 4568.973145
	Iteration 9Q: 3 clusters Score -1000343 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1000413.812500 Penalty: 4568.973145
	Iteration 10Q: 3 clusters Score -1000414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1000445.437500 Penalty: 4568.973145
	Iteration 11Q: 3 clusters Score -1000445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1000465.687500 Penalty: 4568.973145
	Iteration 12Q: 3 clusters Score -1000466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1000471.437500 Penalty: 4568.973145
	Iteration 13Q: 3 clusters Score -1000471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1000472.500000 Penalty: 4568.973145
	Iteration 14Q: 3 clusters Score -1000472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1000475.750000 Penalty: 4568.973145
	Iteration 15Q: 3 clusters Score -1000476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1000475.562500 Penalty: 4568.973145
	Iteration 16Q: 3 clusters Score -1000476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1000476.562500 Penalty: 4568.973145
	Iteration 17Q: 3 clusters Score -1000477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1000477.000000 Penalty: 4568.973145
	Iteration 18Q: 3 clusters Score -1000477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1000477.062500 Penalty: 4568.973145
	Iteration 19Q: 3 clusters Score -1000477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1000477.062500 Penalty: 4568.973145
	Iteration 20F: 3 clusters Score -1000477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Entering Unmasked Estep 
Score: -3507456.000000 Penalty: 2579.708008
	Iteration 0F: 2 clusters Score -3507456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3484971.500000 Penalty: 5159.416016
	Iteration 0F: 3 clusters Score -3484972 nChanged 14921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3493062.000000 Penalty: 5159.416016
	Iteration 1F: 3 clusters Score -3493062 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3493527.250000 Penalty: 5159.416016
	Iteration 2Q: 3 clusters Score -3493527 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3493987.250000 Penalty: 5159.416016
	Iteration 3Q: 3 clusters Score -3493987 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3494444.750000 Penalty: 5159.416016
	Iteration 4Q: 3 clusters Score -3494445 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3494943.750000 Penalty: 5159.416016
	Iteration 5Q: 3 clusters Score -3494944 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3495467.250000 Penalty: 5159.416016
	Iteration 6Q: 3 clusters Score -3495467 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3496069.000000 Penalty: 5159.416016
	Iteration 7Q: 3 clusters Score -3496069 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3496885.750000 Penalty: 5159.416016
	Iteration 8Q: 3 clusters Score -3496886 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3497915.000000 Penalty: 5159.416016
	Iteration 9F: 3 clusters Score -3497915 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3499222.500000 Penalty: 5159.416016
	Iteration 10F: 3 clusters Score -3499222 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3500466.750000 Penalty: 5159.416016
	Iteration 11F: 3 clusters Score -3500467 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3501238.750000 Penalty: 5159.416016
	Iteration 12Q: 3 clusters Score -3501239 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3501613.250000 Penalty: 5159.416016
	Iteration 13Q: 3 clusters Score -3501613 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3501753.000000 Penalty: 5159.416016
	Iteration 14Q: 3 clusters Score -3501753 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3501887.250000 Penalty: 5159.416016
	Iteration 15Q: 3 clusters Score -3501887 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3501998.500000 Penalty: 5159.416016
	Iteration 16Q: 3 clusters Score -3501998 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -3502125.250000 Penalty: 5159.416016
	Iteration 17Q: 3 clusters Score -3502125 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3502195.250000 Penalty: 5159.416016
	Iteration 18Q: 3 clusters Score -3502195 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3502268.000000 Penalty: 5159.416016
	Iteration 19Q: 3 clusters Score -3502268 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3502350.750000 Penalty: 5159.416016
	Iteration 20F: 3 clusters Score -3502351 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3502415.250000 Penalty: 5159.416016
	Iteration 21Q: 3 clusters Score -3502415 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3502495.750000 Penalty: 5159.416016
	Iteration 22Q: 3 clusters Score -3502496 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3502565.750000 Penalty: 5159.416016
	Iteration 23Q: 3 clusters Score -3502566 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -3502633.500000 Penalty: 5159.416016
	Iteration 24Q: 3 clusters Score -3502634 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3502686.250000 Penalty: 5159.416016
	Iteration 25Q: 3 clusters Score -3502686 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3502739.500000 Penalty: 5159.416016
	Iteration 26Q: 3 clusters Score -3502740 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3502819.500000 Penalty: 5159.416016
	Iteration 27Q: 3 clusters Score -3502820 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3502861.250000 Penalty: 5159.416016
	Iteration 28Q: 3 clusters Score -3502861 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3502899.000000 Penalty: 5159.416016
	Iteration 29Q: 3 clusters Score -3502899 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3502955.500000 Penalty: 5159.416016
	Iteration 30Q: 3 clusters Score -3502956 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3503006.250000 Penalty: 5159.416016
	Iteration 31Q: 3 clusters Score -3503006 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3503063.750000 Penalty: 5159.416016
	Iteration 32Q: 3 clusters Score -3503064 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3503093.750000 Penalty: 5159.416016
	Iteration 33Q: 3 clusters Score -3503094 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3503165.250000 Penalty: 5159.416016
	Iteration 34Q: 3 clusters Score -3503165 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3503211.500000 Penalty: 5159.416016
	Iteration 35Q: 3 clusters Score -3503212 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3503275.250000 Penalty: 5159.416016
	Iteration 36Q: 3 clusters Score -3503275 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3503353.250000 Penalty: 5159.416016
	Iteration 37Q: 3 clusters Score -3503353 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3503431.000000 Penalty: 5159.416016
	Iteration 38Q: 3 clusters Score -3503431 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3503511.000000 Penalty: 5159.416016
	Iteration 39Q: 3 clusters Score -3503511 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3503555.750000 Penalty: 5159.416016
	Iteration 40F: 3 clusters Score -3503556 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3503612.750000 Penalty: 5159.416016
	Iteration 41Q: 3 clusters Score -3503613 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3503645.500000 Penalty: 5159.416016
	Iteration 42Q: 3 clusters Score -3503646 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3503713.750000 Penalty: 5159.416016
	Iteration 43Q: 3 clusters Score -3503714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3503766.750000 Penalty: 5159.416016
	Iteration 44Q: 3 clusters Score -3503767 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3503829.250000 Penalty: 5159.416016
	Iteration 45Q: 3 clusters Score -3503829 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3503876.000000 Penalty: 5159.416016
	Iteration 46Q: 3 clusters Score -3503876 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3503915.500000 Penalty: 5159.416016
	Iteration 47Q: 3 clusters Score -3503916 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3503971.000000 Penalty: 5159.416016
	Iteration 48Q: 3 clusters Score -3503971 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3504041.000000 Penalty: 5159.416016
	Iteration 49Q: 3 clusters Score -3504041 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3504102.750000 Penalty: 5159.416016
	Iteration 50Q: 3 clusters Score -3504103 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3504173.500000 Penalty: 5159.416016
	Iteration 51Q: 3 clusters Score -3504174 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3504252.250000 Penalty: 5159.416016
	Iteration 52Q: 3 clusters Score -3504252 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3504309.000000 Penalty: 5159.416016
	Iteration 53Q: 3 clusters Score -3504309 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3504386.750000 Penalty: 5159.416016
	Iteration 54Q: 3 clusters Score -3504387 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3504440.750000 Penalty: 5159.416016
	Iteration 55Q: 3 clusters Score -3504441 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3504501.750000 Penalty: 5159.416016
	Iteration 56Q: 3 clusters Score -3504502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3504553.000000 Penalty: 5159.416016
	Iteration 57Q: 3 clusters Score -3504553 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -3504607.500000 Penalty: 5159.416016
	Iteration 58Q: 3 clusters Score -3504608 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3504678.500000 Penalty: 5159.416016
	Iteration 59Q: 3 clusters Score -3504678 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -3504749.000000 Penalty: 5159.416016
	Iteration 60F: 3 clusters Score -3504749 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -3504808.750000 Penalty: 5159.416016
	Iteration 61Q: 3 clusters Score -3504809 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3504851.500000 Penalty: 5159.416016
	Iteration 62Q: 3 clusters Score -3504852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3504896.250000 Penalty: 5159.416016
	Iteration 63Q: 3 clusters Score -3504896 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -3504949.500000 Penalty: 5159.416016
	Iteration 64Q: 3 clusters Score -3504950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3504992.000000 Penalty: 5159.416016
	Iteration 65Q: 3 clusters Score -3504992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3505019.250000 Penalty: 5159.416016
	Iteration 66Q: 3 clusters Score -3505019 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -3505050.250000 Penalty: 5159.416016
	Iteration 67Q: 3 clusters Score -3505050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3505064.750000 Penalty: 5159.416016
	Iteration 68Q: 3 clusters Score -3505065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3505087.500000 Penalty: 5159.416016
	Iteration 69Q: 3 clusters Score -3505088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3505119.500000 Penalty: 5159.416016
	Iteration 70Q: 3 clusters Score -3505120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3505140.000000 Penalty: 5159.416016
	Iteration 71Q: 3 clusters Score -3505140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3505145.500000 Penalty: 5159.416016
	Iteration 72Q: 3 clusters Score -3505146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3505162.000000 Penalty: 5159.416016
	Iteration 73Q: 3 clusters Score -3505162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3505183.250000 Penalty: 5159.416016
	Iteration 74Q: 3 clusters Score -3505183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -3505200.500000 Penalty: 5159.416016
	Iteration 75Q: 3 clusters Score -3505200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3505212.250000 Penalty: 5159.416016
	Iteration 76Q: 3 clusters Score -3505212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3505221.250000 Penalty: 5159.416016
	Iteration 77Q: 3 clusters Score -3505221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3505239.750000 Penalty: 5159.416016
	Iteration 78Q: 3 clusters Score -3505240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3505240.750000 Penalty: 5159.416016
	Iteration 79Q: 3 clusters Score -3505241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3505262.250000 Penalty: 5159.416016
	Iteration 80F: 3 clusters Score -3505262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3505273.250000 Penalty: 5159.416016
	Iteration 81Q: 3 clusters Score -3505273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3505278.750000 Penalty: 5159.416016
	Iteration 82Q: 3 clusters Score -3505279 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3505289.750000 Penalty: 5159.416016
	Iteration 83Q: 3 clusters Score -3505290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3505308.500000 Penalty: 5159.416016
	Iteration 84Q: 3 clusters Score -3505308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3505324.500000 Penalty: 5159.416016
	Iteration 85Q: 3 clusters Score -3505324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -3505326.000000 Penalty: 5159.416016
	Iteration 86Q: 3 clusters Score -3505326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3505340.500000 Penalty: 5159.416016
	Iteration 87Q: 3 clusters Score -3505340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3505355.250000 Penalty: 5159.416016
	Iteration 88Q: 3 clusters Score -3505355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3505363.750000 Penalty: 5159.416016
	Iteration 89Q: 3 clusters Score -3505364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -3505372.250000 Penalty: 5159.416016
	Iteration 90Q: 3 clusters Score -3505372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3505377.000000 Penalty: 5159.416016
	Iteration 91Q: 3 clusters Score -3505377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3505387.500000 Penalty: 5159.416016
	Iteration 92Q: 3 clusters Score -3505388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -3505390.000000 Penalty: 5159.416016
	Iteration 93Q: 3 clusters Score -3505390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3505394.750000 Penalty: 5159.416016
	Iteration 94Q: 3 clusters Score -3505395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3505399.500000 Penalty: 5159.416016
	Iteration 95Q: 3 clusters Score -3505400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -3505403.750000 Penalty: 5159.416016
	Iteration 96Q: 3 clusters Score -3505404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3505408.000000 Penalty: 5159.416016
	Iteration 97Q: 3 clusters Score -3505408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -3505415.750000 Penalty: 5159.416016
	Iteration 98Q: 3 clusters Score -3505416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -3505410.000000 Penalty: 5159.416016
	Iteration 99Q: 3 clusters Score -3505410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -3505419.000000 Penalty: 5159.416016
	Iteration 100F: 3 clusters Score -3505419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3505419.000000 Penalty: 5159.416016
	Iteration 101Q: 3 clusters Score -3505419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -3505418.500000 Penalty: 5159.416016
	Iteration 102Q: 3 clusters Score -3505418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -3505418.250000 Penalty: 5159.416016
	Iteration 103Q: 3 clusters Score -3505418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -3505424.500000 Penalty: 5159.416016
	Iteration 104Q: 3 clusters Score -3505424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -3505424.750000 Penalty: 5159.416016
	Iteration 105Q: 3 clusters Score -3505425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3505426.500000 Penalty: 5159.416016
	Iteration 106Q: 3 clusters Score -3505426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -3505430.750000 Penalty: 5159.416016
	Iteration 107Q: 3 clusters Score -3505431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -3505429.750000 Penalty: 5159.416016
	Iteration 108Q: 3 clusters Score -3505430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -3505429.250000 Penalty: 5159.416016
	Iteration 109Q: 3 clusters Score -3505429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3505429.000000 Penalty: 5159.416016
	Iteration 110Q: 3 clusters Score -3505429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3505430.750000 Penalty: 5159.416016
	Iteration 111Q: 3 clusters Score -3505431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -3505437.000000 Penalty: 5159.416016
	Iteration 112Q: 3 clusters Score -3505437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3505444.000000 Penalty: 5159.416016
	Iteration 113Q: 3 clusters Score -3505444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -3505443.000000 Penalty: 5159.416016
	Iteration 114Q: 3 clusters Score -3505443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3505443.750000 Penalty: 5159.416016
	Iteration 115Q: 3 clusters Score -3505444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -3505446.000000 Penalty: 5159.416016
	Iteration 116Q: 3 clusters Score -3505446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -3505451.250000 Penalty: 5159.416016
	Iteration 117Q: 3 clusters Score -3505451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3505445.250000 Penalty: 5159.416016
	Iteration 118Q: 3 clusters Score -3505445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -3505457.750000 Penalty: 5159.416016
	Iteration 119Q: 3 clusters Score -3505458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3505453.750000 Penalty: 5159.416016
	Iteration 120F: 3 clusters Score -3505454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3505455.250000 Penalty: 5159.416016
	Iteration 121Q: 3 clusters Score -3505455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3505457.000000 Penalty: 5159.416016
	Iteration 122Q: 3 clusters Score -3505457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -3505462.000000 Penalty: 5159.416016
	Iteration 123Q: 3 clusters Score -3505462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -3505460.500000 Penalty: 5159.416016
	Iteration 124Q: 3 clusters Score -3505460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -3505463.500000 Penalty: 5159.416016
	Iteration 125Q: 3 clusters Score -3505464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -3505462.000000 Penalty: 5159.416016
	Iteration 126Q: 3 clusters Score -3505462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -3505466.750000 Penalty: 5159.416016
	Iteration 127Q: 3 clusters Score -3505467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -3505466.500000 Penalty: 5159.416016
	Iteration 128Q: 3 clusters Score -3505466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3505470.750000 Penalty: 5159.416016
	Iteration 129Q: 3 clusters Score -3505471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3505470.750000 Penalty: 5159.416016
	Iteration 130F: 3 clusters Score -3505471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Entering Unmasked Estep 
Score: -1487233.375000 Penalty: 2374.199463
	Iteration 0F: 2 clusters Score -1487233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1476801.750000 Penalty: 4748.398926
	Iteration 0F: 3 clusters Score -1476802 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1480076.750000 Penalty: 4748.398926
	Iteration 1F: 3 clusters Score -1480077 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1480404.125000 Penalty: 4748.398926
	Iteration 2F: 3 clusters Score -1480404 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1480632.250000 Penalty: 4748.398926
	Iteration 3Q: 3 clusters Score -1480632 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1480859.750000 Penalty: 4748.398926
	Iteration 4Q: 3 clusters Score -1480860 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1481092.000000 Penalty: 4748.398926
	Iteration 5Q: 3 clusters Score -1481092 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1481386.000000 Penalty: 4748.398926
	Iteration 6Q: 3 clusters Score -1481386 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1481865.125000 Penalty: 4748.398926
	Iteration 7Q: 3 clusters Score -1481865 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1482653.875000 Penalty: 4748.398926
	Iteration 8F: 3 clusters Score -1482654 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1483606.125000 Penalty: 4748.398926
	Iteration 9F: 3 clusters Score -1483606 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1484504.250000 Penalty: 4748.398926
	Iteration 10F: 3 clusters Score -1484504 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1485121.750000 Penalty: 4748.398926
	Iteration 11Q: 3 clusters Score -1485122 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1485495.750000 Penalty: 4748.398926
	Iteration 12Q: 3 clusters Score -1485496 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1485711.000000 Penalty: 4748.398926
	Iteration 13Q: 3 clusters Score -1485711 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1485855.000000 Penalty: 4748.398926
	Iteration 14Q: 3 clusters Score -1485855 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1485930.875000 Penalty: 4748.398926
	Iteration 15Q: 3 clusters Score -1485931 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1485970.750000 Penalty: 4748.398926
	Iteration 16Q: 3 clusters Score -1485971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1486003.375000 Penalty: 4748.398926
	Iteration 17Q: 3 clusters Score -1486003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1486033.250000 Penalty: 4748.398926
	Iteration 18Q: 3 clusters Score -1486033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1486048.750000 Penalty: 4748.398926
	Iteration 19Q: 3 clusters Score -1486049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1486063.250000 Penalty: 4748.398926
	Iteration 20F: 3 clusters Score -1486063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1486067.250000 Penalty: 4748.398926
	Iteration 21Q: 3 clusters Score -1486067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1486082.000000 Penalty: 4748.398926
	Iteration 22Q: 3 clusters Score -1486082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1486082.625000 Penalty: 4748.398926
	Iteration 23Q: 3 clusters Score -1486083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1486087.625000 Penalty: 4748.398926
	Iteration 24Q: 3 clusters Score -1486088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1486096.875000 Penalty: 4748.398926
	Iteration 25Q: 3 clusters Score -1486097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1486100.375000 Penalty: 4748.398926
	Iteration 26Q: 3 clusters Score -1486100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1486112.375000 Penalty: 4748.398926
	Iteration 27Q: 3 clusters Score -1486112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1486116.875000 Penalty: 4748.398926
	Iteration 28Q: 3 clusters Score -1486117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1486126.500000 Penalty: 4748.398926
	Iteration 29Q: 3 clusters Score -1486126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1486129.875000 Penalty: 4748.398926
	Iteration 30Q: 3 clusters Score -1486130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1486133.250000 Penalty: 4748.398926
	Iteration 31Q: 3 clusters Score -1486133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1486135.000000 Penalty: 4748.398926
	Iteration 32Q: 3 clusters Score -1486135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1486135.375000 Penalty: 4748.398926
	Iteration 33Q: 3 clusters Score -1486135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1486132.625000 Penalty: 4748.398926
	Iteration 34Q: 3 clusters Score -1486133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1486137.250000 Penalty: 4748.398926
	Iteration 35Q: 3 clusters Score -1486137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1486143.625000 Penalty: 4748.398926
	Iteration 36Q: 3 clusters Score -1486144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1486145.125000 Penalty: 4748.398926
	Iteration 37Q: 3 clusters Score -1486145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1486146.625000 Penalty: 4748.398926
	Iteration 38Q: 3 clusters Score -1486147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1486150.375000 Penalty: 4748.398926
	Iteration 39Q: 3 clusters Score -1486150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1486153.250000 Penalty: 4748.398926
	Iteration 40F: 3 clusters Score -1486153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1486151.125000 Penalty: 4748.398926
	Iteration 41Q: 3 clusters Score -1486151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1486152.875000 Penalty: 4748.398926
	Iteration 42Q: 3 clusters Score -1486153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1486153.375000 Penalty: 4748.398926
	Iteration 43Q: 3 clusters Score -1486153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1486156.875000 Penalty: 4748.398926
	Iteration 44Q: 3 clusters Score -1486157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1486157.750000 Penalty: 4748.398926
	Iteration 45Q: 3 clusters Score -1486158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1486160.125000 Penalty: 4748.398926
	Iteration 46Q: 3 clusters Score -1486160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1486162.000000 Penalty: 4748.398926
	Iteration 47Q: 3 clusters Score -1486162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1486161.000000 Penalty: 4748.398926
	Iteration 48Q: 3 clusters Score -1486161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1486163.500000 Penalty: 4748.398926
	Iteration 49Q: 3 clusters Score -1486164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1486162.250000 Penalty: 4748.398926
	Iteration 50Q: 3 clusters Score -1486162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1486163.625000 Penalty: 4748.398926
	Iteration 51Q: 3 clusters Score -1486164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1486163.125000 Penalty: 4748.398926
	Iteration 52Q: 3 clusters Score -1486163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1486163.625000 Penalty: 4748.398926
	Iteration 53Q: 3 clusters Score -1486164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1486163.625000 Penalty: 4748.398926
	Iteration 54F: 3 clusters Score -1486164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Entering Unmasked Estep 
Score: -699927.187500 Penalty: 2186.395752
	Iteration 0F: 2 clusters Score -699927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -694272.562500 Penalty: 4372.791504
	Iteration 0F: 3 clusters Score -694272.6 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -695853.375000 Penalty: 4372.791504
	Iteration 1F: 3 clusters Score -695853.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -696254.562500 Penalty: 4372.791504
	Iteration 2F: 3 clusters Score -696254.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -696560.250000 Penalty: 4372.791504
	Iteration 3F: 3 clusters Score -696560.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -696817.312500 Penalty: 4372.791504
	Iteration 4F: 3 clusters Score -696817.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -696995.937500 Penalty: 4372.791504
	Iteration 5Q: 3 clusters Score -696995.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -697144.625000 Penalty: 4372.791504
	Iteration 6Q: 3 clusters Score -697144.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -697293.562500 Penalty: 4372.791504
	Iteration 7Q: 3 clusters Score -697293.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -697415.562500 Penalty: 4372.791504
	Iteration 8Q: 3 clusters Score -697415.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -697514.375000 Penalty: 4372.791504
	Iteration 9Q: 3 clusters Score -697514.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -697602.062500 Penalty: 4372.791504
	Iteration 10Q: 3 clusters Score -697602.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -697661.875000 Penalty: 4372.791504
	Iteration 11Q: 3 clusters Score -697661.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -697698.687500 Penalty: 4372.791504
	Iteration 12Q: 3 clusters Score -697698.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -697718.875000 Penalty: 4372.791504
	Iteration 13Q: 3 clusters Score -697718.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -697741.937500 Penalty: 4372.791504
	Iteration 14Q: 3 clusters Score -697741.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -697758.125000 Penalty: 4372.791504
	Iteration 15Q: 3 clusters Score -697758.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -697771.312500 Penalty: 4372.791504
	Iteration 16Q: 3 clusters Score -697771.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -697783.437500 Penalty: 4372.791504
	Iteration 17Q: 3 clusters Score -697783.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -697796.187500 Penalty: 4372.791504
	Iteration 18Q: 3 clusters Score -697796.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -697806.437500 Penalty: 4372.791504
	Iteration 19Q: 3 clusters Score -697806.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -697810.937500 Penalty: 4372.791504
	Iteration 20F: 3 clusters Score -697810.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -697817.500000 Penalty: 4372.791504
	Iteration 21Q: 3 clusters Score -697817.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -697823.750000 Penalty: 4372.791504
	Iteration 22Q: 3 clusters Score -697823.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -697831.625000 Penalty: 4372.791504
	Iteration 23Q: 3 clusters Score -697831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -697838.187500 Penalty: 4372.791504
	Iteration 24Q: 3 clusters Score -697838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -697846.000000 Penalty: 4372.791504
	Iteration 25Q: 3 clusters Score -697846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -697847.187500 Penalty: 4372.791504
	Iteration 26Q: 3 clusters Score -697847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -697847.062500 Penalty: 4372.791504
	Iteration 27Q: 3 clusters Score -697847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -697847.625000 Penalty: 4372.791504
	Iteration 28Q: 3 clusters Score -697847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -697848.312500 Penalty: 4372.791504
	Iteration 29Q: 3 clusters Score -697848.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -697850.750000 Penalty: 4372.791504
	Iteration 30Q: 3 clusters Score -697850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -697851.750000 Penalty: 4372.791504
	Iteration 31Q: 3 clusters Score -697851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -697853.250000 Penalty: 4372.791504
	Iteration 32Q: 3 clusters Score -697853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -697855.250000 Penalty: 4372.791504
	Iteration 33Q: 3 clusters Score -697855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -697855.312500 Penalty: 4372.791504
	Iteration 34Q: 3 clusters Score -697855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -697855.437500 Penalty: 4372.791504
	Iteration 35Q: 3 clusters Score -697855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -697857.937500 Penalty: 4372.791504
	Iteration 36Q: 3 clusters Score -697857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -697858.625000 Penalty: 4372.791504
	Iteration 37Q: 3 clusters Score -697858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -697858.562500 Penalty: 4372.791504
	Iteration 38Q: 3 clusters Score -697858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -697862.812500 Penalty: 4372.791504
	Iteration 39Q: 3 clusters Score -697862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -697863.000000 Penalty: 4372.791504
	Iteration 40F: 3 clusters Score -697863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -697863.812500 Penalty: 4372.791504
	Iteration 41Q: 3 clusters Score -697863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -697864.937500 Penalty: 4372.791504
	Iteration 42Q: 3 clusters Score -697864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -697867.062500 Penalty: 4372.791504
	Iteration 43Q: 3 clusters Score -697867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -697871.812500 Penalty: 4372.791504
	Iteration 44Q: 3 clusters Score -697871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -697874.812500 Penalty: 4372.791504
	Iteration 45Q: 3 clusters Score -697874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -697877.500000 Penalty: 4372.791504
	Iteration 46Q: 3 clusters Score -697877.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -697883.312500 Penalty: 4372.791504
	Iteration 47Q: 3 clusters Score -697883.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -697887.375000 Penalty: 4372.791504
	Iteration 48Q: 3 clusters Score -697887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -697893.625000 Penalty: 4372.791504
	Iteration 49Q: 3 clusters Score -697893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -697896.937500 Penalty: 4372.791504
	Iteration 50Q: 3 clusters Score -697896.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -697900.750000 Penalty: 4372.791504
	Iteration 51Q: 3 clusters Score -697900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -697905.875000 Penalty: 4372.791504
	Iteration 52Q: 3 clusters Score -697905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -697908.687500 Penalty: 4372.791504
	Iteration 53Q: 3 clusters Score -697908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -697910.625000 Penalty: 4372.791504
	Iteration 54Q: 3 clusters Score -697910.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -697916.250000 Penalty: 4372.791504
	Iteration 55Q: 3 clusters Score -697916.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -697920.562500 Penalty: 4372.791504
	Iteration 56Q: 3 clusters Score -697920.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -697924.312500 Penalty: 4372.791504
	Iteration 57Q: 3 clusters Score -697924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -697928.187500 Penalty: 4372.791504
	Iteration 58Q: 3 clusters Score -697928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -697929.437500 Penalty: 4372.791504
	Iteration 59Q: 3 clusters Score -697929.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -697933.000000 Penalty: 4372.791504
	Iteration 60F: 3 clusters Score -697933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -697938.062500 Penalty: 4372.791504
	Iteration 61Q: 3 clusters Score -697938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -697940.937500 Penalty: 4372.791504
	Iteration 62Q: 3 clusters Score -697940.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -697944.250000 Penalty: 4372.791504
	Iteration 63Q: 3 clusters Score -697944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -697946.937500 Penalty: 4372.791504
	Iteration 64Q: 3 clusters Score -697946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -697949.250000 Penalty: 4372.791504
	Iteration 65Q: 3 clusters Score -697949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -697950.312500 Penalty: 4372.791504
	Iteration 66Q: 3 clusters Score -697950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -697951.562500 Penalty: 4372.791504
	Iteration 67Q: 3 clusters Score -697951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -697952.750000 Penalty: 4372.791504
	Iteration 68Q: 3 clusters Score -697952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -697955.000000 Penalty: 4372.791504
	Iteration 69Q: 3 clusters Score -697955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -697954.562500 Penalty: 4372.791504
	Iteration 70Q: 3 clusters Score -697954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -697955.812500 Penalty: 4372.791504
	Iteration 71Q: 3 clusters Score -697955.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -697956.687500 Penalty: 4372.791504
	Iteration 72Q: 3 clusters Score -697956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -697956.687500 Penalty: 4372.791504
	Iteration 73F: 3 clusters Score -697956.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Entering Unmasked Estep 
Score: -165762.890625 Penalty: 1865.018188
	Iteration 0F: 2 clusters Score -165762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -163300.671875 Penalty: 3730.036377
	Iteration 0F: 3 clusters Score -163300.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -163938.218750 Penalty: 3730.036377
	Iteration 1F: 3 clusters Score -163938.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -164517.671875 Penalty: 3730.036377
	Iteration 2F: 3 clusters Score -164517.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -164879.328125 Penalty: 3730.036377
	Iteration 3F: 3 clusters Score -164879.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -165093.421875 Penalty: 3730.036377
	Iteration 4F: 3 clusters Score -165093.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165226.078125 Penalty: 3730.036377
	Iteration 5F: 3 clusters Score -165226.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165343.703125 Penalty: 3730.036377
	Iteration 6Q: 3 clusters Score -165343.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -165424.812500 Penalty: 3730.036377
	Iteration 7Q: 3 clusters Score -165424.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -165502.203125 Penalty: 3730.036377
	Iteration 8Q: 3 clusters Score -165502.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -165572.671875 Penalty: 3730.036377
	Iteration 9Q: 3 clusters Score -165572.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -165621.562500 Penalty: 3730.036377
	Iteration 10Q: 3 clusters Score -165621.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165660.671875 Penalty: 3730.036377
	Iteration 11Q: 3 clusters Score -165660.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -165686.812500 Penalty: 3730.036377
	Iteration 12Q: 3 clusters Score -165686.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -165703.968750 Penalty: 3730.036377
	Iteration 13Q: 3 clusters Score -165704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -165715.125000 Penalty: 3730.036377
	Iteration 14Q: 3 clusters Score -165715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -165721.437500 Penalty: 3730.036377
	Iteration 15Q: 3 clusters Score -165721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -165728.640625 Penalty: 3730.036377
	Iteration 16Q: 3 clusters Score -165728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -165732.765625 Penalty: 3730.036377
	Iteration 17Q: 3 clusters Score -165732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -165733.109375 Penalty: 3730.036377
	Iteration 18Q: 3 clusters Score -165733.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -165733.593750 Penalty: 3730.036377
	Iteration 19Q: 3 clusters Score -165733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -165734.515625 Penalty: 3730.036377
	Iteration 20F: 3 clusters Score -165734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Entering Unmasked Estep 
Score: -3891622.750000 Penalty: 2614.525635
	Iteration 0F: 2 clusters Score -3891623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3865908.000000 Penalty: 5229.051270
	Iteration 0F: 3 clusters Score -3865908 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -3875222.000000 Penalty: 5229.051270
	Iteration 1F: 3 clusters Score -3875222 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3875655.250000 Penalty: 5229.051270
	Iteration 2Q: 3 clusters Score -3875655 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3876018.000000 Penalty: 5229.051270
	Iteration 3Q: 3 clusters Score -3876018 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -3876354.750000 Penalty: 5229.051270
	Iteration 4Q: 3 clusters Score -3876355 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3876660.250000 Penalty: 5229.051270
	Iteration 5Q: 3 clusters Score -3876660 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3876962.000000 Penalty: 5229.051270
	Iteration 6Q: 3 clusters Score -3876962 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3877327.000000 Penalty: 5229.051270
	Iteration 7Q: 3 clusters Score -3877327 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3877830.000000 Penalty: 5229.051270
	Iteration 8Q: 3 clusters Score -3877830 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3878592.250000 Penalty: 5229.051270
	Iteration 9Q: 3 clusters Score -3878592 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3879732.000000 Penalty: 5229.051270
	Iteration 10F: 3 clusters Score -3879732 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3881439.250000 Penalty: 5229.051270
	Iteration 11F: 3 clusters Score -3881439 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3883703.250000 Penalty: 5229.051270
	Iteration 12F: 3 clusters Score -3883703 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3885915.000000 Penalty: 5229.051270
	Iteration 13F: 3 clusters Score -3885915 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3887603.750000 Penalty: 5229.051270
	Iteration 14Q: 3 clusters Score -3887604 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3888508.000000 Penalty: 5229.051270
	Iteration 15Q: 3 clusters Score -3888508 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3888945.750000 Penalty: 5229.051270
	Iteration 16Q: 3 clusters Score -3888946 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3889125.750000 Penalty: 5229.051270
	Iteration 17Q: 3 clusters Score -3889126 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3889204.750000 Penalty: 5229.051270
	Iteration 18Q: 3 clusters Score -3889205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3889245.750000 Penalty: 5229.051270
	Iteration 19Q: 3 clusters Score -3889246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3889262.250000 Penalty: 5229.051270
	Iteration 20F: 3 clusters Score -3889262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3889297.250000 Penalty: 5229.051270
	Iteration 21Q: 3 clusters Score -3889297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3889332.750000 Penalty: 5229.051270
	Iteration 22Q: 3 clusters Score -3889333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3889340.750000 Penalty: 5229.051270
	Iteration 23Q: 3 clusters Score -3889341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3889345.250000 Penalty: 5229.051270
	Iteration 24Q: 3 clusters Score -3889345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3889346.750000 Penalty: 5229.051270
	Iteration 25Q: 3 clusters Score -3889347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3889349.750000 Penalty: 5229.051270
	Iteration 26Q: 3 clusters Score -3889350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3889352.750000 Penalty: 5229.051270
	Iteration 27Q: 3 clusters Score -3889353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3889352.500000 Penalty: 5229.051270
	Iteration 28Q: 3 clusters Score -3889352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3889352.500000 Penalty: 5229.051270
	Iteration 29F: 3 clusters Score -3889352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Entering Unmasked Estep 
Score: -3611242.000000 Penalty: 2586.944824
	Iteration 0F: 2 clusters Score -3611242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -3588246.250000 Penalty: 5173.889648
	Iteration 0F: 3 clusters Score -3588246 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3596474.250000 Penalty: 5173.889648
	Iteration 1F: 3 clusters Score -3596474 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3597090.750000 Penalty: 5173.889648
	Iteration 2Q: 3 clusters Score -3597091 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3597701.750000 Penalty: 5173.889648
	Iteration 3Q: 3 clusters Score -3597702 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3598413.250000 Penalty: 5173.889648
	Iteration 4Q: 3 clusters Score -3598413 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3599249.500000 Penalty: 5173.889648
	Iteration 5Q: 3 clusters Score -3599250 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3600330.000000 Penalty: 5173.889648
	Iteration 6F: 3 clusters Score -3600330 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3601666.750000 Penalty: 5173.889648
	Iteration 7F: 3 clusters Score -3601667 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3603175.500000 Penalty: 5173.889648
	Iteration 8F: 3 clusters Score -3603176 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3604426.750000 Penalty: 5173.889648
	Iteration 9F: 3 clusters Score -3604427 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3605161.250000 Penalty: 5173.889648
	Iteration 10Q: 3 clusters Score -3605161 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3605546.750000 Penalty: 5173.889648
	Iteration 11Q: 3 clusters Score -3605547 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3605800.000000 Penalty: 5173.889648
	Iteration 12Q: 3 clusters Score -3605800 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -3605959.500000 Penalty: 5173.889648
	Iteration 13Q: 3 clusters Score -3605960 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3606106.000000 Penalty: 5173.889648
	Iteration 14Q: 3 clusters Score -3606106 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -3606198.500000 Penalty: 5173.889648
	Iteration 15Q: 3 clusters Score -3606198 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -3606306.000000 Penalty: 5173.889648
	Iteration 16Q: 3 clusters Score -3606306 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3606409.250000 Penalty: 5173.889648
	Iteration 17Q: 3 clusters Score -3606409 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3606511.250000 Penalty: 5173.889648
	Iteration 18Q: 3 clusters Score -3606511 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3606588.750000 Penalty: 5173.889648
	Iteration 19Q: 3 clusters Score -3606589 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3606681.000000 Penalty: 5173.889648
	Iteration 20F: 3 clusters Score -3606681 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3606760.500000 Penalty: 5173.889648
	Iteration 21Q: 3 clusters Score -3606760 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3606834.750000 Penalty: 5173.889648
	Iteration 22Q: 3 clusters Score -3606835 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3606924.250000 Penalty: 5173.889648
	Iteration 23Q: 3 clusters Score -3606924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3607001.750000 Penalty: 5173.889648
	Iteration 24Q: 3 clusters Score -3607002 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3607074.750000 Penalty: 5173.889648
	Iteration 25Q: 3 clusters Score -3607075 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3607153.500000 Penalty: 5173.889648
	Iteration 26Q: 3 clusters Score -3607154 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3607211.500000 Penalty: 5173.889648
	Iteration 27Q: 3 clusters Score -3607212 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3607279.500000 Penalty: 5173.889648
	Iteration 28Q: 3 clusters Score -3607280 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3607349.250000 Penalty: 5173.889648
	Iteration 29Q: 3 clusters Score -3607349 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3607455.500000 Penalty: 5173.889648
	Iteration 30Q: 3 clusters Score -3607456 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3607531.000000 Penalty: 5173.889648
	Iteration 31Q: 3 clusters Score -3607531 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3607612.750000 Penalty: 5173.889648
	Iteration 32Q: 3 clusters Score -3607613 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3607686.000000 Penalty: 5173.889648
	Iteration 33Q: 3 clusters Score -3607686 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3607772.000000 Penalty: 5173.889648
	Iteration 34Q: 3 clusters Score -3607772 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3607854.500000 Penalty: 5173.889648
	Iteration 35Q: 3 clusters Score -3607854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -3607944.250000 Penalty: 5173.889648
	Iteration 36Q: 3 clusters Score -3607944 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3608014.500000 Penalty: 5173.889648
	Iteration 37Q: 3 clusters Score -3608014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -3608073.500000 Penalty: 5173.889648
	Iteration 38Q: 3 clusters Score -3608074 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -3608161.500000 Penalty: 5173.889648
	Iteration 39Q: 3 clusters Score -3608162 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -3608235.750000 Penalty: 5173.889648
	Iteration 40F: 3 clusters Score -3608236 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3608299.000000 Penalty: 5173.889648
	Iteration 41Q: 3 clusters Score -3608299 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3608360.000000 Penalty: 5173.889648
	Iteration 42Q: 3 clusters Score -3608360 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3608413.000000 Penalty: 5173.889648
	Iteration 43Q: 3 clusters Score -3608413 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3608478.500000 Penalty: 5173.889648
	Iteration 44Q: 3 clusters Score -3608478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3608508.000000 Penalty: 5173.889648
	Iteration 45Q: 3 clusters Score -3608508 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3608564.000000 Penalty: 5173.889648
	Iteration 46Q: 3 clusters Score -3608564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3608612.750000 Penalty: 5173.889648
	Iteration 47Q: 3 clusters Score -3608613 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3608642.250000 Penalty: 5173.889648
	Iteration 48Q: 3 clusters Score -3608642 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -3608677.500000 Penalty: 5173.889648
	Iteration 49Q: 3 clusters Score -3608678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3608724.500000 Penalty: 5173.889648
	Iteration 50Q: 3 clusters Score -3608724 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -3608756.500000 Penalty: 5173.889648
	Iteration 51Q: 3 clusters Score -3608756 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3608772.750000 Penalty: 5173.889648
	Iteration 52Q: 3 clusters Score -3608773 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3608820.500000 Penalty: 5173.889648
	Iteration 53Q: 3 clusters Score -3608820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3608847.750000 Penalty: 5173.889648
	Iteration 54Q: 3 clusters Score -3608848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -3608885.750000 Penalty: 5173.889648
	Iteration 55Q: 3 clusters Score -3608886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3608912.250000 Penalty: 5173.889648
	Iteration 56Q: 3 clusters Score -3608912 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3608939.750000 Penalty: 5173.889648
	Iteration 57Q: 3 clusters Score -3608940 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3608961.000000 Penalty: 5173.889648
	Iteration 58Q: 3 clusters Score -3608961 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -3608983.750000 Penalty: 5173.889648
	Iteration 59Q: 3 clusters Score -3608984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -3608997.750000 Penalty: 5173.889648
	Iteration 60F: 3 clusters Score -3608998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3609026.750000 Penalty: 5173.889648
	Iteration 61Q: 3 clusters Score -3609027 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -3609046.750000 Penalty: 5173.889648
	Iteration 62Q: 3 clusters Score -3609047 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -3609056.000000 Penalty: 5173.889648
	Iteration 63Q: 3 clusters Score -3609056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -3609062.750000 Penalty: 5173.889648
	Iteration 64Q: 3 clusters Score -3609063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -3609072.750000 Penalty: 5173.889648
	Iteration 65Q: 3 clusters Score -3609073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -3609082.250000 Penalty: 5173.889648
	Iteration 66Q: 3 clusters Score -3609082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -3609093.250000 Penalty: 5173.889648
	Iteration 67Q: 3 clusters Score -3609093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3609100.500000 Penalty: 5173.889648
	Iteration 68Q: 3 clusters Score -3609100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3609111.000000 Penalty: 5173.889648
	Iteration 69Q: 3 clusters Score -3609111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -3609117.750000 Penalty: 5173.889648
	Iteration 70Q: 3 clusters Score -3609118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3609132.250000 Penalty: 5173.889648
	Iteration 71Q: 3 clusters Score -3609132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -3609144.000000 Penalty: 5173.889648
	Iteration 72Q: 3 clusters Score -3609144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -3609155.250000 Penalty: 5173.889648
	Iteration 73Q: 3 clusters Score -3609155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3609168.500000 Penalty: 5173.889648
	Iteration 74Q: 3 clusters Score -3609168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3609185.000000 Penalty: 5173.889648
	Iteration 75Q: 3 clusters Score -3609185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -3609183.750000 Penalty: 5173.889648
	Iteration 76Q: 3 clusters Score -3609184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -3609189.750000 Penalty: 5173.889648
	Iteration 77Q: 3 clusters Score -3609190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -3609196.250000 Penalty: 5173.889648
	Iteration 78Q: 3 clusters Score -3609196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3609192.750000 Penalty: 5173.889648
	Iteration 79Q: 3 clusters Score -3609193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3609193.250000 Penalty: 5173.889648
	Iteration 80F: 3 clusters Score -3609193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3609197.750000 Penalty: 5173.889648
	Iteration 81Q: 3 clusters Score -3609198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -3609204.500000 Penalty: 5173.889648
	Iteration 82Q: 3 clusters Score -3609204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -3609198.250000 Penalty: 5173.889648
	Iteration 83Q: 3 clusters Score -3609198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3609200.250000 Penalty: 5173.889648
	Iteration 84Q: 3 clusters Score -3609200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -3609198.250000 Penalty: 5173.889648
	Iteration 85Q: 3 clusters Score -3609198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3609198.250000 Penalty: 5173.889648
	Iteration 86Q: 3 clusters Score -3609198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -3609199.750000 Penalty: 5173.889648
	Iteration 87Q: 3 clusters Score -3609200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3609202.250000 Penalty: 5173.889648
	Iteration 88Q: 3 clusters Score -3609202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3609197.250000 Penalty: 5173.889648
	Iteration 89Q: 3 clusters Score -3609197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -3609196.500000 Penalty: 5173.889648
	Iteration 90Q: 3 clusters Score -3609196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3609198.250000 Penalty: 5173.889648
	Iteration 91Q: 3 clusters Score -3609198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -3609198.250000 Penalty: 5173.889648
	Iteration 92Q: 3 clusters Score -3609198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3609196.750000 Penalty: 5173.889648
	Iteration 93Q: 3 clusters Score -3609197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -3609200.500000 Penalty: 5173.889648
	Iteration 94Q: 3 clusters Score -3609200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -3609202.000000 Penalty: 5173.889648
	Iteration 95Q: 3 clusters Score -3609202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -3609203.500000 Penalty: 5173.889648
	Iteration 96Q: 3 clusters Score -3609204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -3609196.750000 Penalty: 5173.889648
	Iteration 97Q: 3 clusters Score -3609197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -3609198.250000 Penalty: 5173.889648
	Iteration 98Q: 3 clusters Score -3609198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -3609198.000000 Penalty: 5173.889648
	Iteration 99Q: 3 clusters Score -3609198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -3609198.750000 Penalty: 5173.889648
	Iteration 100F: 3 clusters Score -3609199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -3609202.750000 Penalty: 5173.889648
	Iteration 101Q: 3 clusters Score -3609203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3609206.500000 Penalty: 5173.889648
	Iteration 102Q: 3 clusters Score -3609206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3609215.000000 Penalty: 5173.889648
	Iteration 103Q: 3 clusters Score -3609215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -3609213.750000 Penalty: 5173.889648
	Iteration 104Q: 3 clusters Score -3609214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -3609214.750000 Penalty: 5173.889648
	Iteration 105Q: 3 clusters Score -3609215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3609214.250000 Penalty: 5173.889648
	Iteration 106Q: 3 clusters Score -3609214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3609213.750000 Penalty: 5173.889648
	Iteration 107Q: 3 clusters Score -3609214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3609212.750000 Penalty: 5173.889648
	Iteration 108Q: 3 clusters Score -3609213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -3609213.250000 Penalty: 5173.889648
	Iteration 109Q: 3 clusters Score -3609213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -3609213.000000 Penalty: 5173.889648
	Iteration 110Q: 3 clusters Score -3609213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3609213.250000 Penalty: 5173.889648
	Iteration 111Q: 3 clusters Score -3609213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -3609213.250000 Penalty: 5173.889648
	Iteration 112F: 3 clusters Score -3609213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Entering Unmasked Estep 
Score: -2268390.250000 Penalty: 2471.950439
	Iteration 0F: 2 clusters Score -2268390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2253657.250000 Penalty: 4943.900879
	Iteration 0F: 3 clusters Score -2253657 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2258527.000000 Penalty: 4943.900879
	Iteration 1F: 3 clusters Score -2258527 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2258875.000000 Penalty: 4943.900879
	Iteration 2Q: 3 clusters Score -2258875 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2259169.500000 Penalty: 4943.900879
	Iteration 3Q: 3 clusters Score -2259170 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2259434.750000 Penalty: 4943.900879
	Iteration 4Q: 3 clusters Score -2259435 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2259680.750000 Penalty: 4943.900879
	Iteration 5Q: 3 clusters Score -2259681 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2259938.750000 Penalty: 4943.900879
	Iteration 6Q: 3 clusters Score -2259939 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2260206.750000 Penalty: 4943.900879
	Iteration 7Q: 3 clusters Score -2260207 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2260564.750000 Penalty: 4943.900879
	Iteration 8Q: 3 clusters Score -2260565 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2261024.250000 Penalty: 4943.900879
	Iteration 9Q: 3 clusters Score -2261024 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2261622.000000 Penalty: 4943.900879
	Iteration 10Q: 3 clusters Score -2261622 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2262393.000000 Penalty: 4943.900879
	Iteration 11F: 3 clusters Score -2262393 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2263280.500000 Penalty: 4943.900879
	Iteration 12F: 3 clusters Score -2263280 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2264178.750000 Penalty: 4943.900879
	Iteration 13F: 3 clusters Score -2264179 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2264983.000000 Penalty: 4943.900879
	Iteration 14Q: 3 clusters Score -2264983 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2265535.000000 Penalty: 4943.900879
	Iteration 15Q: 3 clusters Score -2265535 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2265868.500000 Penalty: 4943.900879
	Iteration 16Q: 3 clusters Score -2265868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2266088.000000 Penalty: 4943.900879
	Iteration 17Q: 3 clusters Score -2266088 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2266191.000000 Penalty: 4943.900879
	Iteration 18Q: 3 clusters Score -2266191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2266259.750000 Penalty: 4943.900879
	Iteration 19Q: 3 clusters Score -2266260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2266312.250000 Penalty: 4943.900879
	Iteration 20F: 3 clusters Score -2266312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2266339.000000 Penalty: 4943.900879
	Iteration 21Q: 3 clusters Score -2266339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2266348.000000 Penalty: 4943.900879
	Iteration 22Q: 3 clusters Score -2266348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2266352.750000 Penalty: 4943.900879
	Iteration 23Q: 3 clusters Score -2266353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2266354.750000 Penalty: 4943.900879
	Iteration 24Q: 3 clusters Score -2266355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2266357.250000 Penalty: 4943.900879
	Iteration 25Q: 3 clusters Score -2266357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2266359.750000 Penalty: 4943.900879
	Iteration 26Q: 3 clusters Score -2266360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2266362.750000 Penalty: 4943.900879
	Iteration 27Q: 3 clusters Score -2266363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2266363.250000 Penalty: 4943.900879
	Iteration 28Q: 3 clusters Score -2266363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2266365.000000 Penalty: 4943.900879
	Iteration 29Q: 3 clusters Score -2266365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2266365.000000 Penalty: 4943.900879
	Iteration 30F: 3 clusters Score -2266365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Entering Unmasked Estep 
Score: -17785972.000000 Penalty: 2987.184570
	Iteration 0F: 2 clusters Score -1.778597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 85504 members 
Entering Unmasked Estep 
Score: -17677260.000000 Penalty: 5974.369141
	Iteration 0F: 3 clusters Score -1.767726e+07 nChanged 81825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -17725514.000000 Penalty: 5974.369141
	Iteration 1F: 3 clusters Score -1.772551e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75029 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -17727256.000000 Penalty: 5974.369141
	Iteration 2Q: 3 clusters Score -1.772726e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 100432 members 
Entering Unmasked Estep 
Score: -17730132.000000 Penalty: 5974.369141
	Iteration 3Q: 3 clusters Score -1.773013e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 108133 members 
Entering Unmasked Estep 
Score: -17735312.000000 Penalty: 5974.369141
	Iteration 4F: 3 clusters Score -1.773531e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51592 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -17743344.000000 Penalty: 5974.369141
	Iteration 5F: 3 clusters Score -1.774334e+07 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 131563 members 
Entering Unmasked Estep 
Score: -17754414.000000 Penalty: 5974.369141
	Iteration 6F: 3 clusters Score -1.775441e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 144259 members 
Entering Unmasked Estep 
Score: -17765420.000000 Penalty: 5974.369141
	Iteration 7F: 3 clusters Score -1.776542e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 153772 members 
Entering Unmasked Estep 
Score: -17773364.000000 Penalty: 5974.369141
	Iteration 8F: 3 clusters Score -1.777336e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 159312 members 
Entering Unmasked Estep 
Score: -17778436.000000 Penalty: 5974.369141
	Iteration 9Q: 3 clusters Score -1.777844e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 162226 members 
Entering Unmasked Estep 
Score: -17780828.000000 Penalty: 5974.369141
	Iteration 10Q: 3 clusters Score -1.778083e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -17782054.000000 Penalty: 5974.369141
	Iteration 11Q: 3 clusters Score -1.778205e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 164943 members 
Entering Unmasked Estep 
Score: -17782630.000000 Penalty: 5974.369141
	Iteration 12Q: 3 clusters Score -1.778263e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 165643 members 
Entering Unmasked Estep 
Score: -17782948.000000 Penalty: 5974.369141
	Iteration 13Q: 3 clusters Score -1.778295e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 166111 members 
Entering Unmasked Estep 
Score: -17783120.000000 Penalty: 5974.369141
	Iteration 14Q: 3 clusters Score -1.778312e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 166513 members 
Entering Unmasked Estep 
Score: -17783210.000000 Penalty: 5974.369141
	Iteration 15Q: 3 clusters Score -1.778321e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 166832 members 
Entering Unmasked Estep 
Score: -17783326.000000 Penalty: 5974.369141
	Iteration 16Q: 3 clusters Score -1.778333e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 167095 members 
Entering Unmasked Estep 
Score: -17783400.000000 Penalty: 5974.369141
	Iteration 17Q: 3 clusters Score -1.77834e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 167294 members 
Entering Unmasked Estep 
Score: -17783440.000000 Penalty: 5974.369141
	Iteration 18Q: 3 clusters Score -1.778344e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 167466 members 
Entering Unmasked Estep 
Score: -17783504.000000 Penalty: 5974.369141
	Iteration 19Q: 3 clusters Score -1.77835e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
Score: -17783536.000000 Penalty: 5974.369141
	Iteration 20F: 3 clusters Score -1.778354e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 167726 members 
Entering Unmasked Estep 
Score: -17783608.000000 Penalty: 5974.369141
	Iteration 21Q: 3 clusters Score -1.778361e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 167821 members 
Entering Unmasked Estep 
Score: -17783642.000000 Penalty: 5974.369141
	Iteration 22Q: 3 clusters Score -1.778364e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 167909 members 
Entering Unmasked Estep 
Score: -17783706.000000 Penalty: 5974.369141
	Iteration 23Q: 3 clusters Score -1.778371e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 167992 members 
Entering Unmasked Estep 
Score: -17783742.000000 Penalty: 5974.369141
	Iteration 24Q: 3 clusters Score -1.778374e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 168062 members 
Entering Unmasked Estep 
Score: -17783774.000000 Penalty: 5974.369141
	Iteration 25Q: 3 clusters Score -1.778377e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -17783778.000000 Penalty: 5974.369141
	Iteration 26Q: 3 clusters Score -1.778378e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 168153 members 
Entering Unmasked Estep 
Score: -17783786.000000 Penalty: 5974.369141
	Iteration 27Q: 3 clusters Score -1.778379e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 168196 members 
Entering Unmasked Estep 
Score: -17783816.000000 Penalty: 5974.369141
	Iteration 28Q: 3 clusters Score -1.778382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 168227 members 
Entering Unmasked Estep 
Score: -17783794.000000 Penalty: 5974.369141
	Iteration 29Q: 3 clusters Score -1.778379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -17783838.000000 Penalty: 5974.369141
	Iteration 30Q: 3 clusters Score -1.778384e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 168297 members 
Entering Unmasked Estep 
Score: -17783832.000000 Penalty: 5974.369141
	Iteration 31Q: 3 clusters Score -1.778383e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -17783848.000000 Penalty: 5974.369141
	Iteration 32Q: 3 clusters Score -1.778385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 168344 members 
Entering Unmasked Estep 
Score: -17783828.000000 Penalty: 5974.369141
	Iteration 33Q: 3 clusters Score -1.778383e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 168370 members 
Entering Unmasked Estep 
Score: -17783832.000000 Penalty: 5974.369141
	Iteration 34Q: 3 clusters Score -1.778383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 168394 members 
Entering Unmasked Estep 
Score: -17783854.000000 Penalty: 5974.369141
	Iteration 35Q: 3 clusters Score -1.778385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -17783848.000000 Penalty: 5974.369141
	Iteration 36Q: 3 clusters Score -1.778385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 168427 members 
Entering Unmasked Estep 
Score: -17783858.000000 Penalty: 5974.369141
	Iteration 37Q: 3 clusters Score -1.778386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 168430 members 
Entering Unmasked Estep 
Score: -17783854.000000 Penalty: 5974.369141
	Iteration 38Q: 3 clusters Score -1.778385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 168436 members 
Entering Unmasked Estep 
Score: -17783850.000000 Penalty: 5974.369141
	Iteration 39Q: 3 clusters Score -1.778385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 168438 members 
Entering Unmasked Estep 
Score: -17783872.000000 Penalty: 5974.369141
	Iteration 40F: 3 clusters Score -1.778387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -17783872.000000 Penalty: 5974.369141
	Iteration 41Q: 3 clusters Score -1.778387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 168442 members 
Entering Unmasked Estep 
Score: -17783880.000000 Penalty: 5974.369141
	Iteration 42Q: 3 clusters Score -1.778388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 168444 members 
Entering Unmasked Estep 
Score: -17783880.000000 Penalty: 5974.369141
	Iteration 43Q: 3 clusters Score -1.778388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 168444 members 
Entering Unmasked Estep 
Score: -17783882.000000 Penalty: 5974.369141
	Iteration 44Q: 3 clusters Score -1.778388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -17783872.000000 Penalty: 5974.369141
	Iteration 45Q: 3 clusters Score -1.778387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -17783880.000000 Penalty: 5974.369141
	Iteration 46Q: 3 clusters Score -1.778388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -17783870.000000 Penalty: 5974.369141
	Iteration 47Q: 3 clusters Score -1.778387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -17783882.000000 Penalty: 5974.369141
	Iteration 48Q: 3 clusters Score -1.778388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 168445 members 
Entering Unmasked Estep 
Score: -17783880.000000 Penalty: 5974.369141
	Iteration 49Q: 3 clusters Score -1.778388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 168448 members 
Entering Unmasked Estep 
Score: -17783886.000000 Penalty: 5974.369141
	Iteration 50Q: 3 clusters Score -1.778389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -17783884.000000 Penalty: 5974.369141
	Iteration 51Q: 3 clusters Score -1.778388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -17783892.000000 Penalty: 5974.369141
	Iteration 52Q: 3 clusters Score -1.778389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 168452 members 
Entering Unmasked Estep 
Score: -17783896.000000 Penalty: 5974.369141
	Iteration 53Q: 3 clusters Score -1.77839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 168454 members 
Entering Unmasked Estep 
Score: -17783900.000000 Penalty: 5974.369141
	Iteration 54Q: 3 clusters Score -1.77839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 168456 members 
Entering Unmasked Estep 
Score: -17783892.000000 Penalty: 5974.369141
	Iteration 55Q: 3 clusters Score -1.778389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 168459 members 
Entering Unmasked Estep 
Score: -17783882.000000 Penalty: 5974.369141
	Iteration 56Q: 3 clusters Score -1.778388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -17783882.000000 Penalty: 5974.369141
	Iteration 57Q: 3 clusters Score -1.778388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -17783882.000000 Penalty: 5974.369141
	Iteration 58F: 3 clusters Score -1.778388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Entering Unmasked Estep 
Score: -2738089.000000 Penalty: 2518.889160
	Iteration 0F: 2 clusters Score -2738089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2720261.750000 Penalty: 5037.778320
	Iteration 0F: 3 clusters Score -2720262 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2726607.500000 Penalty: 5037.778320
	Iteration 1F: 3 clusters Score -2726608 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2727108.750000 Penalty: 5037.778320
	Iteration 2F: 3 clusters Score -2727109 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2727616.250000 Penalty: 5037.778320
	Iteration 3Q: 3 clusters Score -2727616 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2728176.500000 Penalty: 5037.778320
	Iteration 4Q: 3 clusters Score -2728176 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2728766.250000 Penalty: 5037.778320
	Iteration 5Q: 3 clusters Score -2728766 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2729557.000000 Penalty: 5037.778320
	Iteration 6F: 3 clusters Score -2729557 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2730604.500000 Penalty: 5037.778320
	Iteration 7F: 3 clusters Score -2730604 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2731843.000000 Penalty: 5037.778320
	Iteration 8F: 3 clusters Score -2731843 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2733047.750000 Penalty: 5037.778320
	Iteration 9F: 3 clusters Score -2733048 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2733942.250000 Penalty: 5037.778320
	Iteration 10Q: 3 clusters Score -2733942 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2734496.250000 Penalty: 5037.778320
	Iteration 11Q: 3 clusters Score -2734496 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2734811.750000 Penalty: 5037.778320
	Iteration 12Q: 3 clusters Score -2734812 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2735023.000000 Penalty: 5037.778320
	Iteration 13Q: 3 clusters Score -2735023 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2735169.500000 Penalty: 5037.778320
	Iteration 14Q: 3 clusters Score -2735170 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2735323.750000 Penalty: 5037.778320
	Iteration 15Q: 3 clusters Score -2735324 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2735460.500000 Penalty: 5037.778320
	Iteration 16Q: 3 clusters Score -2735460 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2735571.750000 Penalty: 5037.778320
	Iteration 17Q: 3 clusters Score -2735572 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2735670.000000 Penalty: 5037.778320
	Iteration 18Q: 3 clusters Score -2735670 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2735771.750000 Penalty: 5037.778320
	Iteration 19Q: 3 clusters Score -2735772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2735862.250000 Penalty: 5037.778320
	Iteration 20F: 3 clusters Score -2735862 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2735925.500000 Penalty: 5037.778320
	Iteration 21Q: 3 clusters Score -2735926 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2735985.500000 Penalty: 5037.778320
	Iteration 22Q: 3 clusters Score -2735986 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2736051.000000 Penalty: 5037.778320
	Iteration 23Q: 3 clusters Score -2736051 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2736109.000000 Penalty: 5037.778320
	Iteration 24Q: 3 clusters Score -2736109 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2736148.000000 Penalty: 5037.778320
	Iteration 25Q: 3 clusters Score -2736148 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2736169.750000 Penalty: 5037.778320
	Iteration 26Q: 3 clusters Score -2736170 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2736195.500000 Penalty: 5037.778320
	Iteration 27Q: 3 clusters Score -2736196 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -2736224.250000 Penalty: 5037.778320
	Iteration 28Q: 3 clusters Score -2736224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2736246.750000 Penalty: 5037.778320
	Iteration 29Q: 3 clusters Score -2736247 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2736260.750000 Penalty: 5037.778320
	Iteration 30Q: 3 clusters Score -2736261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2736284.750000 Penalty: 5037.778320
	Iteration 31Q: 3 clusters Score -2736285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2736305.750000 Penalty: 5037.778320
	Iteration 32Q: 3 clusters Score -2736306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2736322.750000 Penalty: 5037.778320
	Iteration 33Q: 3 clusters Score -2736323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2736353.000000 Penalty: 5037.778320
	Iteration 34Q: 3 clusters Score -2736353 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -2736378.250000 Penalty: 5037.778320
	Iteration 35Q: 3 clusters Score -2736378 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2736403.000000 Penalty: 5037.778320
	Iteration 36Q: 3 clusters Score -2736403 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -2736426.000000 Penalty: 5037.778320
	Iteration 37Q: 3 clusters Score -2736426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2736442.000000 Penalty: 5037.778320
	Iteration 38Q: 3 clusters Score -2736442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2736463.250000 Penalty: 5037.778320
	Iteration 39Q: 3 clusters Score -2736463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2736471.000000 Penalty: 5037.778320
	Iteration 40F: 3 clusters Score -2736471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2736481.000000 Penalty: 5037.778320
	Iteration 41Q: 3 clusters Score -2736481 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -2736500.500000 Penalty: 5037.778320
	Iteration 42Q: 3 clusters Score -2736500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -2736520.500000 Penalty: 5037.778320
	Iteration 43Q: 3 clusters Score -2736520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2736540.250000 Penalty: 5037.778320
	Iteration 44Q: 3 clusters Score -2736540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2736550.750000 Penalty: 5037.778320
	Iteration 45Q: 3 clusters Score -2736551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2736566.000000 Penalty: 5037.778320
	Iteration 46Q: 3 clusters Score -2736566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2736576.250000 Penalty: 5037.778320
	Iteration 47Q: 3 clusters Score -2736576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2736584.250000 Penalty: 5037.778320
	Iteration 48Q: 3 clusters Score -2736584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -2736592.250000 Penalty: 5037.778320
	Iteration 49Q: 3 clusters Score -2736592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2736610.000000 Penalty: 5037.778320
	Iteration 50Q: 3 clusters Score -2736610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -2736616.250000 Penalty: 5037.778320
	Iteration 51Q: 3 clusters Score -2736616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2736622.500000 Penalty: 5037.778320
	Iteration 52Q: 3 clusters Score -2736622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -2736630.250000 Penalty: 5037.778320
	Iteration 53Q: 3 clusters Score -2736630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -2736635.500000 Penalty: 5037.778320
	Iteration 54Q: 3 clusters Score -2736636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -2736644.250000 Penalty: 5037.778320
	Iteration 55Q: 3 clusters Score -2736644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2736642.000000 Penalty: 5037.778320
	Iteration 56Q: 3 clusters Score -2736642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2736647.000000 Penalty: 5037.778320
	Iteration 57Q: 3 clusters Score -2736647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -2736663.000000 Penalty: 5037.778320
	Iteration 58Q: 3 clusters Score -2736663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2736670.250000 Penalty: 5037.778320
	Iteration 59Q: 3 clusters Score -2736670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2736677.250000 Penalty: 5037.778320
	Iteration 60F: 3 clusters Score -2736677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2736687.750000 Penalty: 5037.778320
	Iteration 61Q: 3 clusters Score -2736688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2736695.500000 Penalty: 5037.778320
	Iteration 62Q: 3 clusters Score -2736696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2736696.250000 Penalty: 5037.778320
	Iteration 63Q: 3 clusters Score -2736696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -2736700.500000 Penalty: 5037.778320
	Iteration 64Q: 3 clusters Score -2736700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -2736704.500000 Penalty: 5037.778320
	Iteration 65Q: 3 clusters Score -2736704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2736712.250000 Penalty: 5037.778320
	Iteration 66Q: 3 clusters Score -2736712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -2736714.500000 Penalty: 5037.778320
	Iteration 67Q: 3 clusters Score -2736714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2736717.750000 Penalty: 5037.778320
	Iteration 68Q: 3 clusters Score -2736718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2736718.750000 Penalty: 5037.778320
	Iteration 69Q: 3 clusters Score -2736719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2736721.500000 Penalty: 5037.778320
	Iteration 70Q: 3 clusters Score -2736722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2736725.500000 Penalty: 5037.778320
	Iteration 71Q: 3 clusters Score -2736726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -2736725.750000 Penalty: 5037.778320
	Iteration 72Q: 3 clusters Score -2736726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2736726.500000 Penalty: 5037.778320
	Iteration 73Q: 3 clusters Score -2736726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2736724.250000 Penalty: 5037.778320
	Iteration 74Q: 3 clusters Score -2736724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2736724.250000 Penalty: 5037.778320
	Iteration 75Q: 3 clusters Score -2736724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2736725.750000 Penalty: 5037.778320
	Iteration 76Q: 3 clusters Score -2736726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2736725.750000 Penalty: 5037.778320
	Iteration 77F: 3 clusters Score -2736726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224563 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101415 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 7 contains 32927 members 
Mstep: Class 8 contains 14377 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37890 members 
Mstep: Class 16 contains 33902 members 
Mstep: Class 17 contains 21323 members 
Mstep: Class 18 contains 170263 members 
Mstep: Class 20 contains 25766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063792.000000 Penalty: 43306.667969
Iteration 399Q: 14 clusters Score -7.006379e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224549 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101488 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 7 contains 32928 members 
Mstep: Class 8 contains 14376 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37888 members 
Mstep: Class 16 contains 33896 members 
Mstep: Class 17 contains 21321 members 
Mstep: Class 18 contains 170224 members 
Mstep: Class 20 contains 25756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063840.000000 Penalty: 43306.667969
Iteration 400F: 14 clusters Score -7.006384e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224538 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101562 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 7 contains 32925 members 
Mstep: Class 8 contains 14376 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37886 members 
Mstep: Class 16 contains 33889 members 
Mstep: Class 17 contains 21319 members 
Mstep: Class 18 contains 170178 members 
Mstep: Class 20 contains 25756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063832.000000 Penalty: 43306.667969
Iteration 401Q: 14 clusters Score -7.006383e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224524 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101628 members 
Mstep: Class 4 contains 10013 members 
Mstep: Class 7 contains 32922 members 
Mstep: Class 8 contains 14376 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 15 contains 37885 members 
Mstep: Class 16 contains 33885 members 
Mstep: Class 17 contains 21319 members 
Mstep: Class 18 contains 170136 members 
Mstep: Class 20 contains 25754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063832.000000 Penalty: 43306.667969
Iteration 402Q: 14 clusters Score -7.006383e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224514 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101696 members 
Mstep: Class 4 contains 10010 members 
Mstep: Class 7 contains 32919 members 
Mstep: Class 8 contains 14375 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37888 members 
Mstep: Class 16 contains 33883 members 
Mstep: Class 17 contains 21317 members 
Mstep: Class 18 contains 170089 members 
Mstep: Class 20 contains 25751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063832.000000 Penalty: 43306.667969
Iteration 403Q: 14 clusters Score -7.006383e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224501 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101771 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 7 contains 32914 members 
Mstep: Class 8 contains 14374 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37887 members 
Mstep: Class 16 contains 33882 members 
Mstep: Class 17 contains 21316 members 
Mstep: Class 18 contains 170041 members 
Mstep: Class 20 contains 25748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063816.000000 Penalty: 43306.667969
Iteration 404Q: 14 clusters Score -7.006382e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224484 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101839 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 7 contains 32910 members 
Mstep: Class 8 contains 14373 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37888 members 
Mstep: Class 16 contains 33883 members 
Mstep: Class 17 contains 21314 members 
Mstep: Class 18 contains 170001 members 
Mstep: Class 20 contains 25744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063896.000000 Penalty: 43306.667969
Iteration 405Q: 14 clusters Score -7.00639e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224462 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101902 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 7 contains 32909 members 
Mstep: Class 8 contains 14375 members 
Mstep: Class 9 contains 6732 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37888 members 
Mstep: Class 16 contains 33883 members 
Mstep: Class 17 contains 21313 members 
Mstep: Class 18 contains 169966 members 
Mstep: Class 20 contains 25743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063912.000000 Penalty: 43306.667969
Iteration 406Q: 14 clusters Score -7.006391e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224438 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 101973 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 7 contains 32901 members 
Mstep: Class 8 contains 14376 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37887 members 
Mstep: Class 16 contains 33885 members 
Mstep: Class 17 contains 21310 members 
Mstep: Class 18 contains 169933 members 
Mstep: Class 20 contains 25742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063856.000000 Penalty: 43306.667969
Iteration 407Q: 14 clusters Score -7.006386e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224418 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102045 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 7 contains 32897 members 
Mstep: Class 8 contains 14373 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37886 members 
Mstep: Class 16 contains 33885 members 
Mstep: Class 17 contains 21309 members 
Mstep: Class 18 contains 169895 members 
Mstep: Class 20 contains 25737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063944.000000 Penalty: 43306.667969
Iteration 408Q: 14 clusters Score -7.006394e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102127 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32890 members 
Mstep: Class 8 contains 14369 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37884 members 
Mstep: Class 16 contains 33883 members 
Mstep: Class 17 contains 21306 members 
Mstep: Class 18 contains 169859 members 
Mstep: Class 20 contains 25734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063960.000000 Penalty: 43306.667969
Iteration 409Q: 14 clusters Score -7.006396e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224356 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102211 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32885 members 
Mstep: Class 8 contains 14369 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37885 members 
Mstep: Class 16 contains 33876 members 
Mstep: Class 17 contains 21306 members 
Mstep: Class 18 contains 169828 members 
Mstep: Class 20 contains 25730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063928.000000 Penalty: 43306.667969
Iteration 410Q: 14 clusters Score -7.006393e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224319 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102290 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32887 members 
Mstep: Class 8 contains 14370 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37885 members 
Mstep: Class 16 contains 33870 members 
Mstep: Class 17 contains 21306 members 
Mstep: Class 18 contains 169795 members 
Mstep: Class 20 contains 25728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063928.000000 Penalty: 43306.667969
Iteration 411Q: 14 clusters Score -7.006393e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224289 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102361 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32886 members 
Mstep: Class 8 contains 14370 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37885 members 
Mstep: Class 16 contains 33865 members 
Mstep: Class 17 contains 21305 members 
Mstep: Class 18 contains 169759 members 
Mstep: Class 20 contains 25730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063912.000000 Penalty: 43306.667969
Iteration 412Q: 14 clusters Score -7.006391e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224256 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102425 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32880 members 
Mstep: Class 8 contains 14368 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37885 members 
Mstep: Class 16 contains 33868 members 
Mstep: Class 17 contains 21305 members 
Mstep: Class 18 contains 169735 members 
Mstep: Class 20 contains 25729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063968.000000 Penalty: 43306.667969
Iteration 413Q: 14 clusters Score -7.006397e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224231 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102489 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32874 members 
Mstep: Class 8 contains 14367 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37881 members 
Mstep: Class 16 contains 33865 members 
Mstep: Class 17 contains 21303 members 
Mstep: Class 18 contains 169715 members 
Mstep: Class 20 contains 25726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064000.000000 Penalty: 43306.667969
Iteration 414Q: 14 clusters Score -7.0064e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224214 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102538 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32876 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37879 members 
Mstep: Class 16 contains 33862 members 
Mstep: Class 17 contains 21305 members 
Mstep: Class 18 contains 169693 members 
Mstep: Class 20 contains 25719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063928.000000 Penalty: 43306.667969
Iteration 415Q: 14 clusters Score -7.006393e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224200 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102580 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32875 members 
Mstep: Class 8 contains 14366 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37875 members 
Mstep: Class 16 contains 33859 members 
Mstep: Class 17 contains 21305 members 
Mstep: Class 18 contains 169672 members 
Mstep: Class 20 contains 25719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063928.000000 Penalty: 43306.667969
Iteration 416Q: 14 clusters Score -7.006393e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224181 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102624 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32875 members 
Mstep: Class 8 contains 14365 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37871 members 
Mstep: Class 16 contains 33856 members 
Mstep: Class 17 contains 21305 members 
Mstep: Class 18 contains 169658 members 
Mstep: Class 20 contains 25716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063944.000000 Penalty: 43306.667969
Iteration 417Q: 14 clusters Score -7.006394e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224173 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102669 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32874 members 
Mstep: Class 8 contains 14364 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37866 members 
Mstep: Class 16 contains 33848 members 
Mstep: Class 17 contains 21306 members 
Mstep: Class 18 contains 169637 members 
Mstep: Class 20 contains 25715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063944.000000 Penalty: 43306.667969
Iteration 418Q: 14 clusters Score -7.006394e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224171 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102703 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32873 members 
Mstep: Class 8 contains 14363 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37862 members 
Mstep: Class 16 contains 33842 members 
Mstep: Class 17 contains 21305 members 
Mstep: Class 18 contains 169619 members 
Mstep: Class 20 contains 25712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063904.000000 Penalty: 43306.667969
Iteration 419Q: 14 clusters Score -7.00639e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224163 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102740 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32875 members 
Mstep: Class 8 contains 14362 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37862 members 
Mstep: Class 16 contains 33836 members 
Mstep: Class 17 contains 21306 members 
Mstep: Class 18 contains 169596 members 
Mstep: Class 20 contains 25712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063912.000000 Penalty: 43306.667969
Iteration 420F: 14 clusters Score -7.006391e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224151 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102787 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32874 members 
Mstep: Class 8 contains 14362 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37862 members 
Mstep: Class 16 contains 33831 members 
Mstep: Class 17 contains 21306 members 
Mstep: Class 18 contains 169567 members 
Mstep: Class 20 contains 25712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063928.000000 Penalty: 43306.667969
Iteration 421Q: 14 clusters Score -7.006393e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224132 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102841 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32873 members 
Mstep: Class 8 contains 14361 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37861 members 
Mstep: Class 16 contains 33827 members 
Mstep: Class 17 contains 21308 members 
Mstep: Class 18 contains 169538 members 
Mstep: Class 20 contains 25711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063912.000000 Penalty: 43306.667969
Iteration 422Q: 14 clusters Score -7.006391e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224121 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102894 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32872 members 
Mstep: Class 8 contains 14361 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37858 members 
Mstep: Class 16 contains 33824 members 
Mstep: Class 17 contains 21310 members 
Mstep: Class 18 contains 169504 members 
Mstep: Class 20 contains 25709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063880.000000 Penalty: 43306.667969
Iteration 423Q: 14 clusters Score -7.006388e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224114 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102941 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32869 members 
Mstep: Class 8 contains 14361 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37859 members 
Mstep: Class 16 contains 33823 members 
Mstep: Class 17 contains 21310 members 
Mstep: Class 18 contains 169471 members 
Mstep: Class 20 contains 25705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063872.000000 Penalty: 43306.667969
Iteration 424Q: 14 clusters Score -7.006387e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224111 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 102989 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32864 members 
Mstep: Class 8 contains 14357 members 
Mstep: Class 9 contains 6719 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37857 members 
Mstep: Class 16 contains 33820 members 
Mstep: Class 17 contains 21309 members 
Mstep: Class 18 contains 169443 members 
Mstep: Class 20 contains 25705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063832.000000 Penalty: 43306.667969
Iteration 425Q: 14 clusters Score -7.006383e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224118 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103029 members 
Mstep: Class 4 contains 10008 members 
Mstep: Class 7 contains 32859 members 
Mstep: Class 8 contains 14356 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37853 members 
Mstep: Class 16 contains 33818 members 
Mstep: Class 17 contains 21310 members 
Mstep: Class 18 contains 169412 members 
Mstep: Class 20 contains 25702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063848.000000 Penalty: 43306.667969
Iteration 426Q: 14 clusters Score -7.006385e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224118 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103072 members 
Mstep: Class 4 contains 10007 members 
Mstep: Class 7 contains 32857 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 6716 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37851 members 
Mstep: Class 16 contains 33812 members 
Mstep: Class 17 contains 21311 members 
Mstep: Class 18 contains 169383 members 
Mstep: Class 20 contains 25700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063856.000000 Penalty: 43306.667969
Iteration 427Q: 14 clusters Score -7.006386e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224113 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103115 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 7 contains 32857 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 6716 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37849 members 
Mstep: Class 16 contains 33812 members 
Mstep: Class 17 contains 21309 members 
Mstep: Class 18 contains 169354 members 
Mstep: Class 20 contains 25696 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 428Q: 14 clusters Score -7.00639e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224103 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103166 members 
Mstep: Class 4 contains 10005 members 
Mstep: Class 7 contains 32856 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 6716 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37849 members 
Mstep: Class 16 contains 33809 members 
Mstep: Class 17 contains 21306 members 
Mstep: Class 18 contains 169324 members 
Mstep: Class 20 contains 25693 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 429Q: 14 clusters Score -7.006396e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224093 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103220 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32855 members 
Mstep: Class 8 contains 14357 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37848 members 
Mstep: Class 16 contains 33806 members 
Mstep: Class 17 contains 21302 members 
Mstep: Class 18 contains 169290 members 
Mstep: Class 20 contains 25693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063936.000000 Penalty: 43306.667969
Iteration 430Q: 14 clusters Score -7.006394e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224075 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103278 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32856 members 
Mstep: Class 8 contains 14357 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37845 members 
Mstep: Class 16 contains 33803 members 
Mstep: Class 17 contains 21301 members 
Mstep: Class 18 contains 169257 members 
Mstep: Class 20 contains 25693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063984.000000 Penalty: 43306.667969
Iteration 431Q: 14 clusters Score -7.006398e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224068 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103325 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32858 members 
Mstep: Class 8 contains 14358 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33803 members 
Mstep: Class 17 contains 21298 members 
Mstep: Class 18 contains 169222 members 
Mstep: Class 20 contains 25692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063944.000000 Penalty: 43306.667969
Iteration 432Q: 14 clusters Score -7.006394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224058 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103366 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32857 members 
Mstep: Class 8 contains 14356 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37838 members 
Mstep: Class 16 contains 33800 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 169200 members 
Mstep: Class 20 contains 25694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063920.000000 Penalty: 43306.667969
Iteration 433Q: 14 clusters Score -7.006392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224047 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103396 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32860 members 
Mstep: Class 8 contains 14357 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37837 members 
Mstep: Class 16 contains 33800 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 169179 members 
Mstep: Class 20 contains 25693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064000.000000 Penalty: 43306.667969
Iteration 434Q: 14 clusters Score -7.0064e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224035 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103438 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32860 members 
Mstep: Class 8 contains 14357 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37835 members 
Mstep: Class 16 contains 33796 members 
Mstep: Class 17 contains 21301 members 
Mstep: Class 18 contains 169157 members 
Mstep: Class 20 contains 25691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064048.000000 Penalty: 43306.667969
Iteration 435Q: 14 clusters Score -7.006405e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224019 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103481 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32861 members 
Mstep: Class 8 contains 14357 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37834 members 
Mstep: Class 16 contains 33793 members 
Mstep: Class 17 contains 21300 members 
Mstep: Class 18 contains 169135 members 
Mstep: Class 20 contains 25691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064056.000000 Penalty: 43306.667969
Iteration 436Q: 14 clusters Score -7.006406e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 224005 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103526 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32859 members 
Mstep: Class 8 contains 14356 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37832 members 
Mstep: Class 16 contains 33789 members 
Mstep: Class 17 contains 21300 members 
Mstep: Class 18 contains 169116 members 
Mstep: Class 20 contains 25688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064104.000000 Penalty: 43306.667969
Iteration 437Q: 14 clusters Score -7.00641e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223989 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103572 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32860 members 
Mstep: Class 8 contains 14356 members 
Mstep: Class 9 contains 6706 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37830 members 
Mstep: Class 16 contains 33788 members 
Mstep: Class 17 contains 21300 members 
Mstep: Class 18 contains 169091 members 
Mstep: Class 20 contains 25686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064096.000000 Penalty: 43306.667969
Iteration 438Q: 14 clusters Score -7.00641e+07 nChanged 56
Entering ConstructFrom: 
Score: -70064096.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (223981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223981 members 
Entering Unmasked Estep 
Score: -23413478.000000 Penalty: 3055.190674
	Iteration 0F: 2 clusters Score -2.341348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111423 members 
Mstep: Class 2 contains 112558 members 
Entering Unmasked Estep 
Score: -23275528.000000 Penalty: 6110.381348
	Iteration 0F: 3 clusters Score -2.327553e+07 nChanged 107998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -23339254.000000 Penalty: 6110.381348
	Iteration 1F: 3 clusters Score -2.333925e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 125511 members 
Entering Unmasked Estep 
Score: -23340736.000000 Penalty: 6110.381348
	Iteration 2Q: 3 clusters Score -2.334074e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 132641 members 
Entering Unmasked Estep 
Score: -23343370.000000 Penalty: 6110.381348
	Iteration 3Q: 3 clusters Score -2.334337e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 142654 members 
Entering Unmasked Estep 
Score: -23348734.000000 Penalty: 6110.381348
	Iteration 4F: 3 clusters Score -2.334873e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 155904 members 
Entering Unmasked Estep 
Score: -23357374.000000 Penalty: 6110.381348
	Iteration 5F: 3 clusters Score -2.335737e+07 nChanged 16194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 171398 members 
Entering Unmasked Estep 
Score: -23369536.000000 Penalty: 6110.381348
	Iteration 6F: 3 clusters Score -2.336954e+07 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 186162 members 
Entering Unmasked Estep 
Score: -23383336.000000 Penalty: 6110.381348
	Iteration 7F: 3 clusters Score -2.338334e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 197460 members 
Entering Unmasked Estep 
Score: -23394056.000000 Penalty: 6110.381348
	Iteration 8F: 3 clusters Score -2.339406e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 205079 members 
Entering Unmasked Estep 
Score: -23399694.000000 Penalty: 6110.381348
	Iteration 9Q: 3 clusters Score -2.339969e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 209655 members 
Entering Unmasked Estep 
Score: -23402678.000000 Penalty: 6110.381348
	Iteration 10Q: 3 clusters Score -2.340268e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 212538 members 
Entering Unmasked Estep 
Score: -23404438.000000 Penalty: 6110.381348
	Iteration 11Q: 3 clusters Score -2.340444e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 214534 members 
Entering Unmasked Estep 
Score: -23405812.000000 Penalty: 6110.381348
	Iteration 12Q: 3 clusters Score -2.340581e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 216076 members 
Entering Unmasked Estep 
Score: -23406708.000000 Penalty: 6110.381348
	Iteration 13Q: 3 clusters Score -2.340671e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 217296 members 
Entering Unmasked Estep 
Score: -23407396.000000 Penalty: 6110.381348
	Iteration 14Q: 3 clusters Score -2.34074e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 218244 members 
Entering Unmasked Estep 
Score: -23407910.000000 Penalty: 6110.381348
	Iteration 15Q: 3 clusters Score -2.340791e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 219034 members 
Entering Unmasked Estep 
Score: -23408418.000000 Penalty: 6110.381348
	Iteration 16Q: 3 clusters Score -2.340842e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 219674 members 
Entering Unmasked Estep 
Score: -23408778.000000 Penalty: 6110.381348
	Iteration 17Q: 3 clusters Score -2.340878e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 220165 members 
Entering Unmasked Estep 
Score: -23409052.000000 Penalty: 6110.381348
	Iteration 18Q: 3 clusters Score -2.340905e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 220635 members 
Entering Unmasked Estep 
Score: -23409266.000000 Penalty: 6110.381348
	Iteration 19Q: 3 clusters Score -2.340927e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 221028 members 
Entering Unmasked Estep 
Score: -23409576.000000 Penalty: 6110.381348
	Iteration 20F: 3 clusters Score -2.340958e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 221350 members 
Entering Unmasked Estep 
Score: -23409754.000000 Penalty: 6110.381348
	Iteration 21Q: 3 clusters Score -2.340975e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 221620 members 
Entering Unmasked Estep 
Score: -23409948.000000 Penalty: 6110.381348
	Iteration 22Q: 3 clusters Score -2.340995e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 221842 members 
Entering Unmasked Estep 
Score: -23410060.000000 Penalty: 6110.381348
	Iteration 23Q: 3 clusters Score -2.341006e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 222038 members 
Entering Unmasked Estep 
Score: -23410152.000000 Penalty: 6110.381348
	Iteration 24Q: 3 clusters Score -2.341015e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 222197 members 
Entering Unmasked Estep 
Score: -23410272.000000 Penalty: 6110.381348
	Iteration 25Q: 3 clusters Score -2.341027e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 222319 members 
Entering Unmasked Estep 
Score: -23410396.000000 Penalty: 6110.381348
	Iteration 26Q: 3 clusters Score -2.34104e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 222403 members 
Entering Unmasked Estep 
Score: -23410446.000000 Penalty: 6110.381348
	Iteration 27Q: 3 clusters Score -2.341045e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 222475 members 
Entering Unmasked Estep 
Score: -23410496.000000 Penalty: 6110.381348
	Iteration 28Q: 3 clusters Score -2.34105e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 222527 members 
Entering Unmasked Estep 
Score: -23410532.000000 Penalty: 6110.381348
	Iteration 29Q: 3 clusters Score -2.341053e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 222575 members 
Entering Unmasked Estep 
Score: -23410546.000000 Penalty: 6110.381348
	Iteration 30Q: 3 clusters Score -2.341055e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 222609 members 
Entering Unmasked Estep 
Score: -23410604.000000 Penalty: 6110.381348
	Iteration 31Q: 3 clusters Score -2.34106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 222634 members 
Entering Unmasked Estep 
Score: -23410614.000000 Penalty: 6110.381348
	Iteration 32Q: 3 clusters Score -2.341061e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 222655 members 
Entering Unmasked Estep 
Score: -23410640.000000 Penalty: 6110.381348
	Iteration 33Q: 3 clusters Score -2.341064e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 222677 members 
Entering Unmasked Estep 
Score: -23410644.000000 Penalty: 6110.381348
	Iteration 34Q: 3 clusters Score -2.341064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 222699 members 
Entering Unmasked Estep 
Score: -23410670.000000 Penalty: 6110.381348
	Iteration 35Q: 3 clusters Score -2.341067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 222720 members 
Entering Unmasked Estep 
Score: -23410694.000000 Penalty: 6110.381348
	Iteration 36Q: 3 clusters Score -2.341069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 222748 members 
Entering Unmasked Estep 
Score: -23410694.000000 Penalty: 6110.381348
	Iteration 37Q: 3 clusters Score -2.341069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 222763 members 
Entering Unmasked Estep 
Score: -23410702.000000 Penalty: 6110.381348
	Iteration 38Q: 3 clusters Score -2.34107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 222774 members 
Entering Unmasked Estep 
Score: -23410712.000000 Penalty: 6110.381348
	Iteration 39Q: 3 clusters Score -2.341071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 222781 members 
Entering Unmasked Estep 
Score: -23410722.000000 Penalty: 6110.381348
	Iteration 40F: 3 clusters Score -2.341072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 222789 members 
Entering Unmasked Estep 
Score: -23410750.000000 Penalty: 6110.381348
	Iteration 41Q: 3 clusters Score -2.341075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 222799 members 
Entering Unmasked Estep 
Score: -23410762.000000 Penalty: 6110.381348
	Iteration 42Q: 3 clusters Score -2.341076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 222805 members 
Entering Unmasked Estep 
Score: -23410758.000000 Penalty: 6110.381348
	Iteration 43Q: 3 clusters Score -2.341076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 222813 members 
Entering Unmasked Estep 
Score: -23410746.000000 Penalty: 6110.381348
	Iteration 44Q: 3 clusters Score -2.341075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 222818 members 
Entering Unmasked Estep 
Score: -23410764.000000 Penalty: 6110.381348
	Iteration 45Q: 3 clusters Score -2.341076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 222821 members 
Entering Unmasked Estep 
Score: -23410768.000000 Penalty: 6110.381348
	Iteration 46Q: 3 clusters Score -2.341077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 222825 members 
Entering Unmasked Estep 
Score: -23410744.000000 Penalty: 6110.381348
	Iteration 47Q: 3 clusters Score -2.341074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 222829 members 
Entering Unmasked Estep 
Score: -23410730.000000 Penalty: 6110.381348
	Iteration 48Q: 3 clusters Score -2.341073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 222833 members 
Entering Unmasked Estep 
Score: -23410734.000000 Penalty: 6110.381348
	Iteration 49Q: 3 clusters Score -2.341073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 222835 members 
Entering Unmasked Estep 
Score: -23410740.000000 Penalty: 6110.381348
	Iteration 50Q: 3 clusters Score -2.341074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 222838 members 
Entering Unmasked Estep 
Score: -23410756.000000 Penalty: 6110.381348
	Iteration 51Q: 3 clusters Score -2.341076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 222842 members 
Entering Unmasked Estep 
Score: -23410746.000000 Penalty: 6110.381348
	Iteration 52Q: 3 clusters Score -2.341075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 222847 members 
Entering Unmasked Estep 
Score: -23410754.000000 Penalty: 6110.381348
	Iteration 53Q: 3 clusters Score -2.341075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 222852 members 
Entering Unmasked Estep 
Score: -23410758.000000 Penalty: 6110.381348
	Iteration 54Q: 3 clusters Score -2.341076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 222854 members 
Entering Unmasked Estep 
Score: -23410750.000000 Penalty: 6110.381348
	Iteration 55Q: 3 clusters Score -2.341075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 222855 members 
Entering Unmasked Estep 
Score: -23410754.000000 Penalty: 6110.381348
	Iteration 56Q: 3 clusters Score -2.341075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 222853 members 
Entering Unmasked Estep 
Score: -23410770.000000 Penalty: 6110.381348
	Iteration 57Q: 3 clusters Score -2.341077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 222856 members 
Entering Unmasked Estep 
Score: -23410760.000000 Penalty: 6110.381348
	Iteration 58Q: 3 clusters Score -2.341076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 222856 members 
Entering Unmasked Estep 
Score: -23410760.000000 Penalty: 6110.381348
	Iteration 59F: 3 clusters Score -2.341076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -75116.101562 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75116.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75616.882812 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75616.88 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75886.726562 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75886.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76289.382812 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -76289.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76831.789062 Penalty: 3337.992676
	Iteration 4F: 3 clusters Score -76831.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -76957.054688 Penalty: 3337.992676
	Iteration 5F: 3 clusters Score -76957.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -77000.257812 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -77000.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -77025.828125 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -77025.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -77057.687500 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -77057.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -77066.851562 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -77066.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -77079.312500 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -77079.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -77105.929688 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -77105.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -77109.898438 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -77109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -77113.359375 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -77113.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -77116.445312 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -77116.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -77119.726562 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -77119.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -77119.726562 Penalty: 3337.992676
	Iteration 16F: 3 clusters Score -77119.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223981 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 103613 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 5 contains 123 members 
Mstep: Class 7 contains 32862 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 6706 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37829 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 169064 members 
Mstep: Class 20 contains 25684 members 
Entering Unmasked Estep 
Score: -70062728.000000 Penalty: 46637.949219
Splitting cluster 2 changes total score from -70064096.000000 to -70062728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (103613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Entering Unmasked Estep 
Score: -10892323.000000 Penalty: 2864.007568
	Iteration 0F: 2 clusters Score -1.089232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -10823030.000000 Penalty: 5728.015137
	Iteration 0F: 3 clusters Score -1.082303e+07 nChanged 49274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -10851105.000000 Penalty: 5728.015137
	Iteration 1F: 3 clusters Score -1.08511e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -10852138.000000 Penalty: 5728.015137
	Iteration 2Q: 3 clusters Score -1.085214e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -10853354.000000 Penalty: 5728.015137
	Iteration 3Q: 3 clusters Score -1.085335e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -10854989.000000 Penalty: 5728.015137
	Iteration 4Q: 3 clusters Score -1.085499e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -10857232.000000 Penalty: 5728.015137
	Iteration 5Q: 3 clusters Score -1.085723e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -10860365.000000 Penalty: 5728.015137
	Iteration 6F: 3 clusters Score -1.086036e+07 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -10864395.000000 Penalty: 5728.015137
	Iteration 7F: 3 clusters Score -1.08644e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -10869489.000000 Penalty: 5728.015137
	Iteration 8F: 3 clusters Score -1.086949e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -10874317.000000 Penalty: 5728.015137
	Iteration 9F: 3 clusters Score -1.087432e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -10878186.000000 Penalty: 5728.015137
	Iteration 10Q: 3 clusters Score -1.087819e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -10880705.000000 Penalty: 5728.015137
	Iteration 11Q: 3 clusters Score -1.08807e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -10882331.000000 Penalty: 5728.015137
	Iteration 12Q: 3 clusters Score -1.088233e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -10883480.000000 Penalty: 5728.015137
	Iteration 13Q: 3 clusters Score -1.088348e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91539 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -10884377.000000 Penalty: 5728.015137
	Iteration 14Q: 3 clusters Score -1.088438e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -10885280.000000 Penalty: 5728.015137
	Iteration 15Q: 3 clusters Score -1.088528e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94649 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -10885990.000000 Penalty: 5728.015137
	Iteration 16Q: 3 clusters Score -1.088599e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95956 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -10886705.000000 Penalty: 5728.015137
	Iteration 17Q: 3 clusters Score -1.08867e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97140 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -10887302.000000 Penalty: 5728.015137
	Iteration 18Q: 3 clusters Score -1.08873e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98151 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -10887833.000000 Penalty: 5728.015137
	Iteration 19Q: 3 clusters Score -1.088783e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -10888230.000000 Penalty: 5728.015137
	Iteration 20F: 3 clusters Score -1.088823e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -10888558.000000 Penalty: 5728.015137
	Iteration 21Q: 3 clusters Score -1.088856e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -10888797.000000 Penalty: 5728.015137
	Iteration 22Q: 3 clusters Score -1.08888e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100705 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -10888987.000000 Penalty: 5728.015137
	Iteration 23Q: 3 clusters Score -1.088899e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10889180.000000 Penalty: 5728.015137
	Iteration 24Q: 3 clusters Score -1.088918e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -10889319.000000 Penalty: 5728.015137
	Iteration 25Q: 3 clusters Score -1.088932e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10889400.000000 Penalty: 5728.015137
	Iteration 26Q: 3 clusters Score -1.08894e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101791 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10889492.000000 Penalty: 5728.015137
	Iteration 27Q: 3 clusters Score -1.088949e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101950 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10889574.000000 Penalty: 5728.015137
	Iteration 28Q: 3 clusters Score -1.088957e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102082 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -10889628.000000 Penalty: 5728.015137
	Iteration 29Q: 3 clusters Score -1.088963e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102191 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10889715.000000 Penalty: 5728.015137
	Iteration 30Q: 3 clusters Score -1.088972e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -10889761.000000 Penalty: 5728.015137
	Iteration 31Q: 3 clusters Score -1.088976e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102365 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10889812.000000 Penalty: 5728.015137
	Iteration 32Q: 3 clusters Score -1.088981e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10889846.000000 Penalty: 5728.015137
	Iteration 33Q: 3 clusters Score -1.088985e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10889857.000000 Penalty: 5728.015137
	Iteration 34Q: 3 clusters Score -1.088986e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10889886.000000 Penalty: 5728.015137
	Iteration 35Q: 3 clusters Score -1.088989e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10889908.000000 Penalty: 5728.015137
	Iteration 36Q: 3 clusters Score -1.088991e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10889925.000000 Penalty: 5728.015137
	Iteration 37Q: 3 clusters Score -1.088992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10889947.000000 Penalty: 5728.015137
	Iteration 38Q: 3 clusters Score -1.088995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10889967.000000 Penalty: 5728.015137
	Iteration 39Q: 3 clusters Score -1.088997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102639 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10889978.000000 Penalty: 5728.015137
	Iteration 40F: 3 clusters Score -1.088998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10889990.000000 Penalty: 5728.015137
	Iteration 41Q: 3 clusters Score -1.088999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10889991.000000 Penalty: 5728.015137
	Iteration 42Q: 3 clusters Score -1.088999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102660 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10889997.000000 Penalty: 5728.015137
	Iteration 43Q: 3 clusters Score -1.089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102675 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10890014.000000 Penalty: 5728.015137
	Iteration 44Q: 3 clusters Score -1.089001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10890029.000000 Penalty: 5728.015137
	Iteration 45Q: 3 clusters Score -1.089003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102699 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10890017.000000 Penalty: 5728.015137
	Iteration 46Q: 3 clusters Score -1.089002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10890018.000000 Penalty: 5728.015137
	Iteration 47Q: 3 clusters Score -1.089002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10890024.000000 Penalty: 5728.015137
	Iteration 48Q: 3 clusters Score -1.089002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -10890023.000000 Penalty: 5728.015137
	Iteration 49Q: 3 clusters Score -1.089002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102715 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10890023.000000 Penalty: 5728.015137
	Iteration 50Q: 3 clusters Score -1.089002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10890033.000000 Penalty: 5728.015137
	Iteration 51Q: 3 clusters Score -1.089003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10890038.000000 Penalty: 5728.015137
	Iteration 52Q: 3 clusters Score -1.089004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10890035.000000 Penalty: 5728.015137
	Iteration 53Q: 3 clusters Score -1.089004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10890033.000000 Penalty: 5728.015137
	Iteration 54Q: 3 clusters Score -1.089003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10890042.000000 Penalty: 5728.015137
	Iteration 55Q: 3 clusters Score -1.089004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10890041.000000 Penalty: 5728.015137
	Iteration 56Q: 3 clusters Score -1.089004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102755 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10890045.000000 Penalty: 5728.015137
	Iteration 57Q: 3 clusters Score -1.089004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102758 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10890041.000000 Penalty: 5728.015137
	Iteration 58Q: 3 clusters Score -1.089004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -10890057.000000 Penalty: 5728.015137
	Iteration 59Q: 3 clusters Score -1.089006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10890054.000000 Penalty: 5728.015137
	Iteration 60F: 3 clusters Score -1.089005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102770 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10890058.000000 Penalty: 5728.015137
	Iteration 61Q: 3 clusters Score -1.089006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10890059.000000 Penalty: 5728.015137
	Iteration 62Q: 3 clusters Score -1.089006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10890065.000000 Penalty: 5728.015137
	Iteration 63Q: 3 clusters Score -1.089006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10890070.000000 Penalty: 5728.015137
	Iteration 64Q: 3 clusters Score -1.089007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -10890070.000000 Penalty: 5728.015137
	Iteration 65F: 3 clusters Score -1.089007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Entering Unmasked Estep 
Score: -1000569.812500 Penalty: 2284.263428
	Iteration 0F: 2 clusters Score -1000570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -992790.375000 Penalty: 4568.526855
	Iteration 0F: 3 clusters Score -992790.4 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -994979.812500 Penalty: 4568.526855
	Iteration 1F: 3 clusters Score -994979.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -995332.687500 Penalty: 4568.526855
	Iteration 2F: 3 clusters Score -995332.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -995624.437500 Penalty: 4568.526855
	Iteration 3F: 3 clusters Score -995624.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -995919.500000 Penalty: 4568.526855
	Iteration 4Q: 3 clusters Score -995919.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -996324.187500 Penalty: 4568.526855
	Iteration 5Q: 3 clusters Score -996324.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -996868.812500 Penalty: 4568.526855
	Iteration 6Q: 3 clusters Score -996868.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -997430.125000 Penalty: 4568.526855
	Iteration 7F: 3 clusters Score -997430.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -997883.875000 Penalty: 4568.526855
	Iteration 8F: 3 clusters Score -997883.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -998292.312500 Penalty: 4568.526855
	Iteration 9F: 3 clusters Score -998292.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -998648.312500 Penalty: 4568.526855
	Iteration 10F: 3 clusters Score -998648.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -998939.062500 Penalty: 4568.526855
	Iteration 11Q: 3 clusters Score -998939.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -999163.500000 Penalty: 4568.526855
	Iteration 12Q: 3 clusters Score -999163.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -999305.437500 Penalty: 4568.526855
	Iteration 13Q: 3 clusters Score -999305.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -999377.125000 Penalty: 4568.526855
	Iteration 14Q: 3 clusters Score -999377.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -999415.250000 Penalty: 4568.526855
	Iteration 15Q: 3 clusters Score -999415.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -999428.062500 Penalty: 4568.526855
	Iteration 16Q: 3 clusters Score -999428.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -999446.562500 Penalty: 4568.526855
	Iteration 17Q: 3 clusters Score -999446.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -999457.250000 Penalty: 4568.526855
	Iteration 18Q: 3 clusters Score -999457.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -999464.000000 Penalty: 4568.526855
	Iteration 19Q: 3 clusters Score -999464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -999473.375000 Penalty: 4568.526855
	Iteration 20F: 3 clusters Score -999473.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -999480.125000 Penalty: 4568.526855
	Iteration 21Q: 3 clusters Score -999480.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -999481.437500 Penalty: 4568.526855
	Iteration 22Q: 3 clusters Score -999481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -999486.187500 Penalty: 4568.526855
	Iteration 23Q: 3 clusters Score -999486.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -999489.250000 Penalty: 4568.526855
	Iteration 24Q: 3 clusters Score -999489.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -999491.562500 Penalty: 4568.526855
	Iteration 25Q: 3 clusters Score -999491.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -999490.750000 Penalty: 4568.526855
	Iteration 26Q: 3 clusters Score -999490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -999491.062500 Penalty: 4568.526855
	Iteration 27Q: 3 clusters Score -999491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -999491.375000 Penalty: 4568.526855
	Iteration 28Q: 3 clusters Score -999491.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -999492.000000 Penalty: 4568.526855
	Iteration 29Q: 3 clusters Score -999492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -999493.125000 Penalty: 4568.526855
	Iteration 30Q: 3 clusters Score -999493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -999494.250000 Penalty: 4568.526855
	Iteration 31Q: 3 clusters Score -999494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -999492.812500 Penalty: 4568.526855
	Iteration 32Q: 3 clusters Score -999492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -999492.937500 Penalty: 4568.526855
	Iteration 33Q: 3 clusters Score -999492.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -999493.937500 Penalty: 4568.526855
	Iteration 34Q: 3 clusters Score -999493.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -999496.187500 Penalty: 4568.526855
	Iteration 35Q: 3 clusters Score -999496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -999496.125000 Penalty: 4568.526855
	Iteration 36Q: 3 clusters Score -999496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -999495.062500 Penalty: 4568.526855
	Iteration 37Q: 3 clusters Score -999495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -999493.062500 Penalty: 4568.526855
	Iteration 38Q: 3 clusters Score -999493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -999493.875000 Penalty: 4568.526855
	Iteration 39Q: 3 clusters Score -999493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -999493.750000 Penalty: 4568.526855
	Iteration 40F: 3 clusters Score -999493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -999493.187500 Penalty: 4568.526855
	Iteration 41Q: 3 clusters Score -999493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -999495.437500 Penalty: 4568.526855
	Iteration 42Q: 3 clusters Score -999495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -999495.437500 Penalty: 4568.526855
	Iteration 43F: 3 clusters Score -999495.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -3500558.500000 Penalty: 2579.217773
	Iteration 0F: 2 clusters Score -3500558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3478123.500000 Penalty: 5158.435547
	Iteration 0F: 3 clusters Score -3478124 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3486228.500000 Penalty: 5158.435547
	Iteration 1F: 3 clusters Score -3486228 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3486627.000000 Penalty: 5158.435547
	Iteration 2Q: 3 clusters Score -3486627 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3486964.500000 Penalty: 5158.435547
	Iteration 3Q: 3 clusters Score -3486964 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3487308.500000 Penalty: 5158.435547
	Iteration 4Q: 3 clusters Score -3487308 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3487655.250000 Penalty: 5158.435547
	Iteration 5Q: 3 clusters Score -3487655 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3488112.500000 Penalty: 5158.435547
	Iteration 6Q: 3 clusters Score -3488112 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3488699.500000 Penalty: 5158.435547
	Iteration 7Q: 3 clusters Score -3488700 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3489573.750000 Penalty: 5158.435547
	Iteration 8Q: 3 clusters Score -3489574 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3490764.250000 Penalty: 5158.435547
	Iteration 9F: 3 clusters Score -3490764 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3492259.000000 Penalty: 5158.435547
	Iteration 10F: 3 clusters Score -3492259 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3493965.250000 Penalty: 5158.435547
	Iteration 11F: 3 clusters Score -3493965 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3495599.000000 Penalty: 5158.435547
	Iteration 12F: 3 clusters Score -3495599 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3496845.750000 Penalty: 5158.435547
	Iteration 13Q: 3 clusters Score -3496846 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -3497550.750000 Penalty: 5158.435547
	Iteration 14Q: 3 clusters Score -3497551 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -3497870.000000 Penalty: 5158.435547
	Iteration 15Q: 3 clusters Score -3497870 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -3498051.500000 Penalty: 5158.435547
	Iteration 16Q: 3 clusters Score -3498052 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -3498142.250000 Penalty: 5158.435547
	Iteration 17Q: 3 clusters Score -3498142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -3498197.250000 Penalty: 5158.435547
	Iteration 18Q: 3 clusters Score -3498197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -3498222.500000 Penalty: 5158.435547
	Iteration 19Q: 3 clusters Score -3498222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3498260.000000 Penalty: 5158.435547
	Iteration 20F: 3 clusters Score -3498260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3498275.000000 Penalty: 5158.435547
	Iteration 21Q: 3 clusters Score -3498275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -3498285.750000 Penalty: 5158.435547
	Iteration 22Q: 3 clusters Score -3498286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3498286.250000 Penalty: 5158.435547
	Iteration 23Q: 3 clusters Score -3498286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -3498296.000000 Penalty: 5158.435547
	Iteration 24Q: 3 clusters Score -3498296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3498302.250000 Penalty: 5158.435547
	Iteration 25Q: 3 clusters Score -3498302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -3498303.500000 Penalty: 5158.435547
	Iteration 26Q: 3 clusters Score -3498304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3498304.250000 Penalty: 5158.435547
	Iteration 27Q: 3 clusters Score -3498304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3498304.250000 Penalty: 5158.435547
	Iteration 28F: 3 clusters Score -3498304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Entering Unmasked Estep 
Score: -1485001.625000 Penalty: 2373.819824
	Iteration 0F: 2 clusters Score -1485002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1474542.875000 Penalty: 4747.639648
	Iteration 0F: 3 clusters Score -1474543 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1478149.000000 Penalty: 4747.639648
	Iteration 1F: 3 clusters Score -1478149 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1478818.875000 Penalty: 4747.639648
	Iteration 2F: 3 clusters Score -1478819 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1479518.250000 Penalty: 4747.639648
	Iteration 3F: 3 clusters Score -1479518 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1480313.500000 Penalty: 4747.639648
	Iteration 4F: 3 clusters Score -1480314 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1481182.000000 Penalty: 4747.639648
	Iteration 5F: 3 clusters Score -1481182 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1481976.500000 Penalty: 4747.639648
	Iteration 6F: 3 clusters Score -1481976 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1482535.875000 Penalty: 4747.639648
	Iteration 7F: 3 clusters Score -1482536 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1482915.125000 Penalty: 4747.639648
	Iteration 8Q: 3 clusters Score -1482915 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1483175.625000 Penalty: 4747.639648
	Iteration 9Q: 3 clusters Score -1483176 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1483336.875000 Penalty: 4747.639648
	Iteration 10Q: 3 clusters Score -1483337 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1483465.125000 Penalty: 4747.639648
	Iteration 11Q: 3 clusters Score -1483465 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1483585.750000 Penalty: 4747.639648
	Iteration 12Q: 3 clusters Score -1483586 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1483676.000000 Penalty: 4747.639648
	Iteration 13Q: 3 clusters Score -1483676 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1483744.250000 Penalty: 4747.639648
	Iteration 14Q: 3 clusters Score -1483744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1483784.625000 Penalty: 4747.639648
	Iteration 15Q: 3 clusters Score -1483785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1483814.125000 Penalty: 4747.639648
	Iteration 16Q: 3 clusters Score -1483814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1483840.500000 Penalty: 4747.639648
	Iteration 17Q: 3 clusters Score -1483840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1483856.500000 Penalty: 4747.639648
	Iteration 18Q: 3 clusters Score -1483856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1483869.750000 Penalty: 4747.639648
	Iteration 19Q: 3 clusters Score -1483870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1483883.875000 Penalty: 4747.639648
	Iteration 20F: 3 clusters Score -1483884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1483885.750000 Penalty: 4747.639648
	Iteration 21Q: 3 clusters Score -1483886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1483892.250000 Penalty: 4747.639648
	Iteration 22Q: 3 clusters Score -1483892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1483898.875000 Penalty: 4747.639648
	Iteration 23Q: 3 clusters Score -1483899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1483902.000000 Penalty: 4747.639648
	Iteration 24Q: 3 clusters Score -1483902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1483907.000000 Penalty: 4747.639648
	Iteration 25Q: 3 clusters Score -1483907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1483910.000000 Penalty: 4747.639648
	Iteration 26Q: 3 clusters Score -1483910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1483919.125000 Penalty: 4747.639648
	Iteration 27Q: 3 clusters Score -1483919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1483919.875000 Penalty: 4747.639648
	Iteration 28Q: 3 clusters Score -1483920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1483919.125000 Penalty: 4747.639648
	Iteration 29Q: 3 clusters Score -1483919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1483921.000000 Penalty: 4747.639648
	Iteration 30Q: 3 clusters Score -1483921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1483921.125000 Penalty: 4747.639648
	Iteration 31Q: 3 clusters Score -1483921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1483919.500000 Penalty: 4747.639648
	Iteration 32Q: 3 clusters Score -1483920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1483924.625000 Penalty: 4747.639648
	Iteration 33Q: 3 clusters Score -1483925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1483923.000000 Penalty: 4747.639648
	Iteration 34Q: 3 clusters Score -1483923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1483922.500000 Penalty: 4747.639648
	Iteration 35Q: 3 clusters Score -1483922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1483925.375000 Penalty: 4747.639648
	Iteration 36Q: 3 clusters Score -1483925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1483922.500000 Penalty: 4747.639648
	Iteration 37Q: 3 clusters Score -1483922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1483922.500000 Penalty: 4747.639648
	Iteration 38F: 3 clusters Score -1483922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -696173.812500 Penalty: 2185.067871
	Iteration 0F: 2 clusters Score -696173.8 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 3330 members 
Entering Unmasked Estep 
Score: -690652.500000 Penalty: 4370.135742
	Iteration 0F: 3 clusters Score -690652.5 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -692046.125000 Penalty: 4370.135742
	Iteration 1F: 3 clusters Score -692046.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -692272.000000 Penalty: 4370.135742
	Iteration 2F: 3 clusters Score -692272 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -692392.687500 Penalty: 4370.135742
	Iteration 3Q: 3 clusters Score -692392.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -692472.687500 Penalty: 4370.135742
	Iteration 4Q: 3 clusters Score -692472.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -692544.750000 Penalty: 4370.135742
	Iteration 5Q: 3 clusters Score -692544.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -692600.375000 Penalty: 4370.135742
	Iteration 6Q: 3 clusters Score -692600.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -692646.312500 Penalty: 4370.135742
	Iteration 7Q: 3 clusters Score -692646.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -692690.062500 Penalty: 4370.135742
	Iteration 8Q: 3 clusters Score -692690.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -692723.937500 Penalty: 4370.135742
	Iteration 9Q: 3 clusters Score -692723.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -692765.375000 Penalty: 4370.135742
	Iteration 10Q: 3 clusters Score -692765.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -692791.562500 Penalty: 4370.135742
	Iteration 11Q: 3 clusters Score -692791.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -692814.625000 Penalty: 4370.135742
	Iteration 12Q: 3 clusters Score -692814.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -692841.687500 Penalty: 4370.135742
	Iteration 13Q: 3 clusters Score -692841.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -692870.125000 Penalty: 4370.135742
	Iteration 14Q: 3 clusters Score -692870.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -692901.500000 Penalty: 4370.135742
	Iteration 15Q: 3 clusters Score -692901.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -692927.687500 Penalty: 4370.135742
	Iteration 16Q: 3 clusters Score -692927.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -692955.250000 Penalty: 4370.135742
	Iteration 17Q: 3 clusters Score -692955.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -692990.000000 Penalty: 4370.135742
	Iteration 18Q: 3 clusters Score -692990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -693035.250000 Penalty: 4370.135742
	Iteration 19Q: 3 clusters Score -693035.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -693084.312500 Penalty: 4370.135742
	Iteration 20F: 3 clusters Score -693084.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -693142.250000 Penalty: 4370.135742
	Iteration 21Q: 3 clusters Score -693142.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -693220.562500 Penalty: 4370.135742
	Iteration 22Q: 3 clusters Score -693220.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -693308.187500 Penalty: 4370.135742
	Iteration 23Q: 3 clusters Score -693308.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -693397.312500 Penalty: 4370.135742
	Iteration 24Q: 3 clusters Score -693397.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -693486.062500 Penalty: 4370.135742
	Iteration 25Q: 3 clusters Score -693486.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -693576.562500 Penalty: 4370.135742
	Iteration 26Q: 3 clusters Score -693576.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -693666.062500 Penalty: 4370.135742
	Iteration 27Q: 3 clusters Score -693666.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -693778.312500 Penalty: 4370.135742
	Iteration 28Q: 3 clusters Score -693778.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -693882.437500 Penalty: 4370.135742
	Iteration 29Q: 3 clusters Score -693882.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -693955.562500 Penalty: 4370.135742
	Iteration 30Q: 3 clusters Score -693955.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -694023.625000 Penalty: 4370.135742
	Iteration 31Q: 3 clusters Score -694023.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -694073.062500 Penalty: 4370.135742
	Iteration 32Q: 3 clusters Score -694073.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -694117.125000 Penalty: 4370.135742
	Iteration 33Q: 3 clusters Score -694117.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -694157.187500 Penalty: 4370.135742
	Iteration 34Q: 3 clusters Score -694157.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -694189.875000 Penalty: 4370.135742
	Iteration 35Q: 3 clusters Score -694189.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -694226.000000 Penalty: 4370.135742
	Iteration 36Q: 3 clusters Score -694226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -694254.625000 Penalty: 4370.135742
	Iteration 37Q: 3 clusters Score -694254.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -694277.312500 Penalty: 4370.135742
	Iteration 38Q: 3 clusters Score -694277.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -694290.250000 Penalty: 4370.135742
	Iteration 39Q: 3 clusters Score -694290.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -694298.750000 Penalty: 4370.135742
	Iteration 40F: 3 clusters Score -694298.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -694305.812500 Penalty: 4370.135742
	Iteration 41Q: 3 clusters Score -694305.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -694316.062500 Penalty: 4370.135742
	Iteration 42Q: 3 clusters Score -694316.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -694324.062500 Penalty: 4370.135742
	Iteration 43Q: 3 clusters Score -694324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -694331.250000 Penalty: 4370.135742
	Iteration 44Q: 3 clusters Score -694331.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -694338.750000 Penalty: 4370.135742
	Iteration 45Q: 3 clusters Score -694338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -694348.125000 Penalty: 4370.135742
	Iteration 46Q: 3 clusters Score -694348.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -694356.000000 Penalty: 4370.135742
	Iteration 47Q: 3 clusters Score -694356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -694360.687500 Penalty: 4370.135742
	Iteration 48Q: 3 clusters Score -694360.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -694363.937500 Penalty: 4370.135742
	Iteration 49Q: 3 clusters Score -694363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -694366.437500 Penalty: 4370.135742
	Iteration 50Q: 3 clusters Score -694366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -694368.500000 Penalty: 4370.135742
	Iteration 51Q: 3 clusters Score -694368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -694371.000000 Penalty: 4370.135742
	Iteration 52Q: 3 clusters Score -694371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -694370.625000 Penalty: 4370.135742
	Iteration 53Q: 3 clusters Score -694370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -694372.500000 Penalty: 4370.135742
	Iteration 54Q: 3 clusters Score -694372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -694373.437500 Penalty: 4370.135742
	Iteration 55Q: 3 clusters Score -694373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -694375.562500 Penalty: 4370.135742
	Iteration 56Q: 3 clusters Score -694375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -694376.562500 Penalty: 4370.135742
	Iteration 57Q: 3 clusters Score -694376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -694376.437500 Penalty: 4370.135742
	Iteration 58Q: 3 clusters Score -694376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -694378.062500 Penalty: 4370.135742
	Iteration 59Q: 3 clusters Score -694378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -694378.062500 Penalty: 4370.135742
	Iteration 60F: 3 clusters Score -694378.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -165670.015625 Penalty: 1864.883667
	Iteration 0F: 2 clusters Score -165670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -163294.546875 Penalty: 3729.767334
	Iteration 0F: 3 clusters Score -163294.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -164169.515625 Penalty: 3729.767334
	Iteration 1F: 3 clusters Score -164169.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -164751.796875 Penalty: 3729.767334
	Iteration 2F: 3 clusters Score -164751.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -165615.984375 Penalty: 3729.767334
	Iteration 3F: 3 clusters Score -165616 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166262.156250 Penalty: 3729.767334
	Iteration 4F: 3 clusters Score -166262.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -166498.125000 Penalty: 3729.767334
	Iteration 5Q: 3 clusters Score -166498.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -166592.296875 Penalty: 3729.767334
	Iteration 6Q: 3 clusters Score -166592.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -166617.343750 Penalty: 3729.767334
	Iteration 7Q: 3 clusters Score -166617.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -166631.906250 Penalty: 3729.767334
	Iteration 8Q: 3 clusters Score -166631.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -166651.000000 Penalty: 3729.767334
	Iteration 9Q: 3 clusters Score -166651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166678.015625 Penalty: 3729.767334
	Iteration 10Q: 3 clusters Score -166678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -166713.109375 Penalty: 3729.767334
	Iteration 11Q: 3 clusters Score -166713.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -166735.515625 Penalty: 3729.767334
	Iteration 12Q: 3 clusters Score -166735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -166741.375000 Penalty: 3729.767334
	Iteration 13Q: 3 clusters Score -166741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -166745.187500 Penalty: 3729.767334
	Iteration 14Q: 3 clusters Score -166745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166746.109375 Penalty: 3729.767334
	Iteration 15Q: 3 clusters Score -166746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -166746.109375 Penalty: 3729.767334
	Iteration 16F: 3 clusters Score -166746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223981 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103613 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 7 contains 32862 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 6706 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 15 contains 37829 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 169064 members 
Mstep: Class 20 contains 25684 members 
Entering Unmasked Estep 
Score: -70063640.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70064096.000000 to -70063640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (37829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Entering Unmasked Estep 
Score: -3885302.000000 Penalty: 2614.126221
	Iteration 0F: 2 clusters Score -3885302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3859519.250000 Penalty: 5228.252441
	Iteration 0F: 3 clusters Score -3859519 nChanged 17334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3869139.000000 Penalty: 5228.252441
	Iteration 1F: 3 clusters Score -3869139 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3869511.750000 Penalty: 5228.252441
	Iteration 2Q: 3 clusters Score -3869512 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3869865.000000 Penalty: 5228.252441
	Iteration 3Q: 3 clusters Score -3869865 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3870233.500000 Penalty: 5228.252441
	Iteration 4Q: 3 clusters Score -3870234 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3870720.000000 Penalty: 5228.252441
	Iteration 5Q: 3 clusters Score -3870720 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3871370.000000 Penalty: 5228.252441
	Iteration 6Q: 3 clusters Score -3871370 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3872315.250000 Penalty: 5228.252441
	Iteration 7Q: 3 clusters Score -3872315 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -3873818.250000 Penalty: 5228.252441
	Iteration 8F: 3 clusters Score -3873818 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3875952.500000 Penalty: 5228.252441
	Iteration 9F: 3 clusters Score -3875952 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3878531.000000 Penalty: 5228.252441
	Iteration 10F: 3 clusters Score -3878531 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3880851.000000 Penalty: 5228.252441
	Iteration 11F: 3 clusters Score -3880851 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3882132.250000 Penalty: 5228.252441
	Iteration 12Q: 3 clusters Score -3882132 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3882631.250000 Penalty: 5228.252441
	Iteration 13Q: 3 clusters Score -3882631 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3882841.250000 Penalty: 5228.252441
	Iteration 14Q: 3 clusters Score -3882841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3882922.000000 Penalty: 5228.252441
	Iteration 15Q: 3 clusters Score -3882922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3882969.500000 Penalty: 5228.252441
	Iteration 16Q: 3 clusters Score -3882970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3882991.250000 Penalty: 5228.252441
	Iteration 17Q: 3 clusters Score -3882991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3883009.500000 Penalty: 5228.252441
	Iteration 18Q: 3 clusters Score -3883010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3883026.500000 Penalty: 5228.252441
	Iteration 19Q: 3 clusters Score -3883026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3883032.500000 Penalty: 5228.252441
	Iteration 20F: 3 clusters Score -3883032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3883040.000000 Penalty: 5228.252441
	Iteration 21Q: 3 clusters Score -3883040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3883043.000000 Penalty: 5228.252441
	Iteration 22Q: 3 clusters Score -3883043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3883043.000000 Penalty: 5228.252441
	Iteration 23F: 3 clusters Score -3883043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Entering Unmasked Estep 
Score: -3598930.250000 Penalty: 2586.087646
	Iteration 0F: 2 clusters Score -3598930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3575799.750000 Penalty: 5172.175293
	Iteration 0F: 3 clusters Score -3575800 nChanged 15382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3584370.500000 Penalty: 5172.175293
	Iteration 1F: 3 clusters Score -3584370 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3584926.750000 Penalty: 5172.175293
	Iteration 2Q: 3 clusters Score -3584927 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -3585496.250000 Penalty: 5172.175293
	Iteration 3Q: 3 clusters Score -3585496 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3586124.750000 Penalty: 5172.175293
	Iteration 4Q: 3 clusters Score -3586125 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3586899.750000 Penalty: 5172.175293
	Iteration 5Q: 3 clusters Score -3586900 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3587966.250000 Penalty: 5172.175293
	Iteration 6F: 3 clusters Score -3587966 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3589449.750000 Penalty: 5172.175293
	Iteration 7F: 3 clusters Score -3589450 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -3591331.500000 Penalty: 5172.175293
	Iteration 8F: 3 clusters Score -3591332 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3592922.500000 Penalty: 5172.175293
	Iteration 9F: 3 clusters Score -3592922 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3593789.000000 Penalty: 5172.175293
	Iteration 10Q: 3 clusters Score -3593789 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3594187.500000 Penalty: 5172.175293
	Iteration 11Q: 3 clusters Score -3594188 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3594358.250000 Penalty: 5172.175293
	Iteration 12Q: 3 clusters Score -3594358 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3594487.500000 Penalty: 5172.175293
	Iteration 13Q: 3 clusters Score -3594488 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3594593.250000 Penalty: 5172.175293
	Iteration 14Q: 3 clusters Score -3594593 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3594696.500000 Penalty: 5172.175293
	Iteration 15Q: 3 clusters Score -3594696 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3594825.750000 Penalty: 5172.175293
	Iteration 16Q: 3 clusters Score -3594826 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3594925.500000 Penalty: 5172.175293
	Iteration 17Q: 3 clusters Score -3594926 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -3595047.250000 Penalty: 5172.175293
	Iteration 18Q: 3 clusters Score -3595047 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3595176.500000 Penalty: 5172.175293
	Iteration 19Q: 3 clusters Score -3595176 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -3595306.000000 Penalty: 5172.175293
	Iteration 20F: 3 clusters Score -3595306 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3595425.250000 Penalty: 5172.175293
	Iteration 21Q: 3 clusters Score -3595425 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3595531.500000 Penalty: 5172.175293
	Iteration 22Q: 3 clusters Score -3595532 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3595618.500000 Penalty: 5172.175293
	Iteration 23Q: 3 clusters Score -3595618 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3595711.000000 Penalty: 5172.175293
	Iteration 24Q: 3 clusters Score -3595711 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3595801.500000 Penalty: 5172.175293
	Iteration 25Q: 3 clusters Score -3595802 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -3595884.000000 Penalty: 5172.175293
	Iteration 26Q: 3 clusters Score -3595884 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3595934.500000 Penalty: 5172.175293
	Iteration 27Q: 3 clusters Score -3595934 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3595997.750000 Penalty: 5172.175293
	Iteration 28Q: 3 clusters Score -3595998 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3596051.000000 Penalty: 5172.175293
	Iteration 29Q: 3 clusters Score -3596051 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3596106.750000 Penalty: 5172.175293
	Iteration 30Q: 3 clusters Score -3596107 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3596153.250000 Penalty: 5172.175293
	Iteration 31Q: 3 clusters Score -3596153 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3596195.750000 Penalty: 5172.175293
	Iteration 32Q: 3 clusters Score -3596196 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3596237.250000 Penalty: 5172.175293
	Iteration 33Q: 3 clusters Score -3596237 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3596274.500000 Penalty: 5172.175293
	Iteration 34Q: 3 clusters Score -3596274 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3596333.500000 Penalty: 5172.175293
	Iteration 35Q: 3 clusters Score -3596334 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3596392.500000 Penalty: 5172.175293
	Iteration 36Q: 3 clusters Score -3596392 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3596418.000000 Penalty: 5172.175293
	Iteration 37Q: 3 clusters Score -3596418 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3596466.750000 Penalty: 5172.175293
	Iteration 38Q: 3 clusters Score -3596467 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3596500.500000 Penalty: 5172.175293
	Iteration 39Q: 3 clusters Score -3596500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3596539.000000 Penalty: 5172.175293
	Iteration 40F: 3 clusters Score -3596539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3596573.500000 Penalty: 5172.175293
	Iteration 41Q: 3 clusters Score -3596574 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3596603.250000 Penalty: 5172.175293
	Iteration 42Q: 3 clusters Score -3596603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3596620.500000 Penalty: 5172.175293
	Iteration 43Q: 3 clusters Score -3596620 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3596649.500000 Penalty: 5172.175293
	Iteration 44Q: 3 clusters Score -3596650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3596678.250000 Penalty: 5172.175293
	Iteration 45Q: 3 clusters Score -3596678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3596702.000000 Penalty: 5172.175293
	Iteration 46Q: 3 clusters Score -3596702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3596707.500000 Penalty: 5172.175293
	Iteration 47Q: 3 clusters Score -3596708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3596724.750000 Penalty: 5172.175293
	Iteration 48Q: 3 clusters Score -3596725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3596726.750000 Penalty: 5172.175293
	Iteration 49Q: 3 clusters Score -3596727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3596734.750000 Penalty: 5172.175293
	Iteration 50Q: 3 clusters Score -3596735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3596741.000000 Penalty: 5172.175293
	Iteration 51Q: 3 clusters Score -3596741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3596742.500000 Penalty: 5172.175293
	Iteration 52Q: 3 clusters Score -3596742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3596753.500000 Penalty: 5172.175293
	Iteration 53Q: 3 clusters Score -3596754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3596774.000000 Penalty: 5172.175293
	Iteration 54Q: 3 clusters Score -3596774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3596798.750000 Penalty: 5172.175293
	Iteration 55Q: 3 clusters Score -3596799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3596810.250000 Penalty: 5172.175293
	Iteration 56Q: 3 clusters Score -3596810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3596830.000000 Penalty: 5172.175293
	Iteration 57Q: 3 clusters Score -3596830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3596838.750000 Penalty: 5172.175293
	Iteration 58Q: 3 clusters Score -3596839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3596842.500000 Penalty: 5172.175293
	Iteration 59Q: 3 clusters Score -3596842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3596855.250000 Penalty: 5172.175293
	Iteration 60F: 3 clusters Score -3596855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3596864.500000 Penalty: 5172.175293
	Iteration 61Q: 3 clusters Score -3596864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3596865.250000 Penalty: 5172.175293
	Iteration 62Q: 3 clusters Score -3596865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3596865.250000 Penalty: 5172.175293
	Iteration 63Q: 3 clusters Score -3596865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3596864.500000 Penalty: 5172.175293
	Iteration 64Q: 3 clusters Score -3596864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3596865.750000 Penalty: 5172.175293
	Iteration 65Q: 3 clusters Score -3596866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3596870.250000 Penalty: 5172.175293
	Iteration 66Q: 3 clusters Score -3596870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3596877.250000 Penalty: 5172.175293
	Iteration 67Q: 3 clusters Score -3596877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3596879.000000 Penalty: 5172.175293
	Iteration 68Q: 3 clusters Score -3596879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3596879.000000 Penalty: 5172.175293
	Iteration 69Q: 3 clusters Score -3596879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3596878.750000 Penalty: 5172.175293
	Iteration 70Q: 3 clusters Score -3596879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3596881.250000 Penalty: 5172.175293
	Iteration 71Q: 3 clusters Score -3596881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3596875.500000 Penalty: 5172.175293
	Iteration 72Q: 3 clusters Score -3596876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3596881.250000 Penalty: 5172.175293
	Iteration 73Q: 3 clusters Score -3596881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3596883.500000 Penalty: 5172.175293
	Iteration 74Q: 3 clusters Score -3596884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3596881.000000 Penalty: 5172.175293
	Iteration 75Q: 3 clusters Score -3596881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3596883.000000 Penalty: 5172.175293
	Iteration 76Q: 3 clusters Score -3596883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3596882.750000 Penalty: 5172.175293
	Iteration 77Q: 3 clusters Score -3596883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3596884.000000 Penalty: 5172.175293
	Iteration 78Q: 3 clusters Score -3596884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3596882.250000 Penalty: 5172.175293
	Iteration 79Q: 3 clusters Score -3596882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3596887.500000 Penalty: 5172.175293
	Iteration 80F: 3 clusters Score -3596888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3596887.750000 Penalty: 5172.175293
	Iteration 81Q: 3 clusters Score -3596888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3596887.750000 Penalty: 5172.175293
	Iteration 82Q: 3 clusters Score -3596888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3596891.000000 Penalty: 5172.175293
	Iteration 83Q: 3 clusters Score -3596891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3596891.000000 Penalty: 5172.175293
	Iteration 84F: 3 clusters Score -3596891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Entering Unmasked Estep 
Score: -2265831.000000 Penalty: 2471.670898
	Iteration 0F: 2 clusters Score -2265831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2250882.750000 Penalty: 4943.341797
	Iteration 0F: 3 clusters Score -2250883 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2255895.250000 Penalty: 4943.341797
	Iteration 1F: 3 clusters Score -2255895 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2256375.500000 Penalty: 4943.341797
	Iteration 2F: 3 clusters Score -2256376 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2256821.250000 Penalty: 4943.341797
	Iteration 3F: 3 clusters Score -2256821 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2257339.000000 Penalty: 4943.341797
	Iteration 4F: 3 clusters Score -2257339 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2257985.000000 Penalty: 4943.341797
	Iteration 5F: 3 clusters Score -2257985 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2258788.500000 Penalty: 4943.341797
	Iteration 6F: 3 clusters Score -2258788 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2259814.750000 Penalty: 4943.341797
	Iteration 7F: 3 clusters Score -2259815 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2260923.250000 Penalty: 4943.341797
	Iteration 8F: 3 clusters Score -2260923 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2261886.250000 Penalty: 4943.341797
	Iteration 9F: 3 clusters Score -2261886 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2262599.750000 Penalty: 4943.341797
	Iteration 10Q: 3 clusters Score -2262600 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2263048.500000 Penalty: 4943.341797
	Iteration 11Q: 3 clusters Score -2263048 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2263294.500000 Penalty: 4943.341797
	Iteration 12Q: 3 clusters Score -2263294 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2263466.250000 Penalty: 4943.341797
	Iteration 13Q: 3 clusters Score -2263466 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2263588.750000 Penalty: 4943.341797
	Iteration 14Q: 3 clusters Score -2263589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2263656.750000 Penalty: 4943.341797
	Iteration 15Q: 3 clusters Score -2263657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2263691.750000 Penalty: 4943.341797
	Iteration 16Q: 3 clusters Score -2263692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2263709.750000 Penalty: 4943.341797
	Iteration 17Q: 3 clusters Score -2263710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2263722.000000 Penalty: 4943.341797
	Iteration 18Q: 3 clusters Score -2263722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2263733.750000 Penalty: 4943.341797
	Iteration 19Q: 3 clusters Score -2263734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2263744.000000 Penalty: 4943.341797
	Iteration 20F: 3 clusters Score -2263744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2263748.750000 Penalty: 4943.341797
	Iteration 21Q: 3 clusters Score -2263749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2263747.250000 Penalty: 4943.341797
	Iteration 22Q: 3 clusters Score -2263747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2263747.250000 Penalty: 4943.341797
	Iteration 23F: 3 clusters Score -2263747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169064 members 
Entering Unmasked Estep 
Score: -17661434.000000 Penalty: 2985.432129
	Iteration 0F: 2 clusters Score -1.766143e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -17553724.000000 Penalty: 5970.864258
	Iteration 0F: 3 clusters Score -1.755372e+07 nChanged 80828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -17601670.000000 Penalty: 5970.864258
	Iteration 1F: 3 clusters Score -1.760167e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82808 members 
Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
Score: -17603626.000000 Penalty: 5970.864258
	Iteration 2Q: 3 clusters Score -1.760363e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -17606334.000000 Penalty: 5970.864258
	Iteration 3Q: 3 clusters Score -1.760633e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -17609994.000000 Penalty: 5970.864258
	Iteration 4Q: 3 clusters Score -1.760999e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -17614964.000000 Penalty: 5970.864258
	Iteration 5F: 3 clusters Score -1.761496e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 97055 members 
Entering Unmasked Estep 
Score: -17621302.000000 Penalty: 5970.864258
	Iteration 6F: 3 clusters Score -1.76213e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -17628398.000000 Penalty: 5970.864258
	Iteration 7F: 3 clusters Score -1.76284e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -17635684.000000 Penalty: 5970.864258
	Iteration 8F: 3 clusters Score -1.763568e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 111225 members 
Entering Unmasked Estep 
Score: -17641700.000000 Penalty: 5970.864258
	Iteration 9F: 3 clusters Score -1.76417e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -17645486.000000 Penalty: 5970.864258
	Iteration 10Q: 3 clusters Score -1.764549e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 118810 members 
Entering Unmasked Estep 
Score: -17647858.000000 Penalty: 5970.864258
	Iteration 11Q: 3 clusters Score -1.764786e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 122318 members 
Entering Unmasked Estep 
Score: -17649390.000000 Penalty: 5970.864258
	Iteration 12Q: 3 clusters Score -1.764939e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 125706 members 
Entering Unmasked Estep 
Score: -17650780.000000 Penalty: 5970.864258
	Iteration 13Q: 3 clusters Score -1.765078e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 129022 members 
Entering Unmasked Estep 
Score: -17652054.000000 Penalty: 5970.864258
	Iteration 14Q: 3 clusters Score -1.765205e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 132253 members 
Entering Unmasked Estep 
Score: -17653212.000000 Penalty: 5970.864258
	Iteration 15Q: 3 clusters Score -1.765321e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 135280 members 
Entering Unmasked Estep 
Score: -17654422.000000 Penalty: 5970.864258
	Iteration 16Q: 3 clusters Score -1.765442e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 138101 members 
Entering Unmasked Estep 
Score: -17655568.000000 Penalty: 5970.864258
	Iteration 17Q: 3 clusters Score -1.765557e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 140679 members 
Entering Unmasked Estep 
Score: -17656648.000000 Penalty: 5970.864258
	Iteration 18Q: 3 clusters Score -1.765665e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 142902 members 
Entering Unmasked Estep 
Score: -17657346.000000 Penalty: 5970.864258
	Iteration 19Q: 3 clusters Score -1.765735e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 144905 members 
Entering Unmasked Estep 
Score: -17657952.000000 Penalty: 5970.864258
	Iteration 20F: 3 clusters Score -1.765795e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 146607 members 
Entering Unmasked Estep 
Score: -17658572.000000 Penalty: 5970.864258
	Iteration 21Q: 3 clusters Score -1.765857e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 148131 members 
Entering Unmasked Estep 
Score: -17659112.000000 Penalty: 5970.864258
	Iteration 22Q: 3 clusters Score -1.765911e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -17659574.000000 Penalty: 5970.864258
	Iteration 23Q: 3 clusters Score -1.765957e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 150501 members 
Entering Unmasked Estep 
Score: -17659964.000000 Penalty: 5970.864258
	Iteration 24Q: 3 clusters Score -1.765996e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 151443 members 
Entering Unmasked Estep 
Score: -17660226.000000 Penalty: 5970.864258
	Iteration 25Q: 3 clusters Score -1.766023e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 152247 members 
Entering Unmasked Estep 
Score: -17660382.000000 Penalty: 5970.864258
	Iteration 26Q: 3 clusters Score -1.766038e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -17660574.000000 Penalty: 5970.864258
	Iteration 27Q: 3 clusters Score -1.766057e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 153596 members 
Entering Unmasked Estep 
Score: -17660708.000000 Penalty: 5970.864258
	Iteration 28Q: 3 clusters Score -1.766071e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 154152 members 
Entering Unmasked Estep 
Score: -17660746.000000 Penalty: 5970.864258
	Iteration 29Q: 3 clusters Score -1.766075e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 154599 members 
Entering Unmasked Estep 
Score: -17660824.000000 Penalty: 5970.864258
	Iteration 30Q: 3 clusters Score -1.766082e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 154964 members 
Entering Unmasked Estep 
Score: -17660888.000000 Penalty: 5970.864258
	Iteration 31Q: 3 clusters Score -1.766089e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 155284 members 
Entering Unmasked Estep 
Score: -17660888.000000 Penalty: 5970.864258
	Iteration 32Q: 3 clusters Score -1.766089e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 155566 members 
Entering Unmasked Estep 
Score: -17660920.000000 Penalty: 5970.864258
	Iteration 33Q: 3 clusters Score -1.766092e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 155812 members 
Entering Unmasked Estep 
Score: -17660958.000000 Penalty: 5970.864258
	Iteration 34Q: 3 clusters Score -1.766096e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 156039 members 
Entering Unmasked Estep 
Score: -17661040.000000 Penalty: 5970.864258
	Iteration 35Q: 3 clusters Score -1.766104e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 156223 members 
Entering Unmasked Estep 
Score: -17661044.000000 Penalty: 5970.864258
	Iteration 36Q: 3 clusters Score -1.766104e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 156386 members 
Entering Unmasked Estep 
Score: -17661042.000000 Penalty: 5970.864258
	Iteration 37Q: 3 clusters Score -1.766104e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -17661024.000000 Penalty: 5970.864258
	Iteration 38Q: 3 clusters Score -1.766102e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 156687 members 
Entering Unmasked Estep 
Score: -17661040.000000 Penalty: 5970.864258
	Iteration 39Q: 3 clusters Score -1.766104e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -17661020.000000 Penalty: 5970.864258
	Iteration 40F: 3 clusters Score -1.766102e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 156965 members 
Entering Unmasked Estep 
Score: -17661026.000000 Penalty: 5970.864258
	Iteration 41Q: 3 clusters Score -1.766103e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 157098 members 
Entering Unmasked Estep 
Score: -17661008.000000 Penalty: 5970.864258
	Iteration 42Q: 3 clusters Score -1.766101e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 157222 members 
Entering Unmasked Estep 
Score: -17660970.000000 Penalty: 5970.864258
	Iteration 43Q: 3 clusters Score -1.766097e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 157329 members 
Entering Unmasked Estep 
Score: -17660950.000000 Penalty: 5970.864258
	Iteration 44Q: 3 clusters Score -1.766095e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -17660950.000000 Penalty: 5970.864258
	Iteration 45Q: 3 clusters Score -1.766095e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 157542 members 
Entering Unmasked Estep 
Score: -17660910.000000 Penalty: 5970.864258
	Iteration 46Q: 3 clusters Score -1.766091e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 157623 members 
Entering Unmasked Estep 
Score: -17660930.000000 Penalty: 5970.864258
	Iteration 47Q: 3 clusters Score -1.766093e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -17660948.000000 Penalty: 5970.864258
	Iteration 48Q: 3 clusters Score -1.766095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 157783 members 
Entering Unmasked Estep 
Score: -17660950.000000 Penalty: 5970.864258
	Iteration 49Q: 3 clusters Score -1.766095e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 157856 members 
Entering Unmasked Estep 
Score: -17660942.000000 Penalty: 5970.864258
	Iteration 50Q: 3 clusters Score -1.766094e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -17660950.000000 Penalty: 5970.864258
	Iteration 51Q: 3 clusters Score -1.766095e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 157969 members 
Entering Unmasked Estep 
Score: -17660958.000000 Penalty: 5970.864258
	Iteration 52Q: 3 clusters Score -1.766096e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 158014 members 
Entering Unmasked Estep 
Score: -17660960.000000 Penalty: 5970.864258
	Iteration 53Q: 3 clusters Score -1.766096e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -17660942.000000 Penalty: 5970.864258
	Iteration 54Q: 3 clusters Score -1.766094e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 158113 members 
Entering Unmasked Estep 
Score: -17660948.000000 Penalty: 5970.864258
	Iteration 55Q: 3 clusters Score -1.766095e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -17660978.000000 Penalty: 5970.864258
	Iteration 56Q: 3 clusters Score -1.766098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 158186 members 
Entering Unmasked Estep 
Score: -17661004.000000 Penalty: 5970.864258
	Iteration 57Q: 3 clusters Score -1.7661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 158226 members 
Entering Unmasked Estep 
Score: -17661004.000000 Penalty: 5970.864258
	Iteration 58Q: 3 clusters Score -1.7661e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 158264 members 
Entering Unmasked Estep 
Score: -17661004.000000 Penalty: 5970.864258
	Iteration 59Q: 3 clusters Score -1.7661e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 158306 members 
Entering Unmasked Estep 
Score: -17661022.000000 Penalty: 5970.864258
	Iteration 60F: 3 clusters Score -1.766102e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -17661018.000000 Penalty: 5970.864258
	Iteration 61Q: 3 clusters Score -1.766102e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -17661048.000000 Penalty: 5970.864258
	Iteration 62Q: 3 clusters Score -1.766105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -17661028.000000 Penalty: 5970.864258
	Iteration 63Q: 3 clusters Score -1.766103e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -17661032.000000 Penalty: 5970.864258
	Iteration 64Q: 3 clusters Score -1.766103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 158443 members 
Entering Unmasked Estep 
Score: -17661034.000000 Penalty: 5970.864258
	Iteration 65Q: 3 clusters Score -1.766103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 158473 members 
Entering Unmasked Estep 
Score: -17661042.000000 Penalty: 5970.864258
	Iteration 66Q: 3 clusters Score -1.766104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 158500 members 
Entering Unmasked Estep 
Score: -17661048.000000 Penalty: 5970.864258
	Iteration 67Q: 3 clusters Score -1.766105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 158522 members 
Entering Unmasked Estep 
Score: -17661052.000000 Penalty: 5970.864258
	Iteration 68Q: 3 clusters Score -1.766105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -17661056.000000 Penalty: 5970.864258
	Iteration 69Q: 3 clusters Score -1.766106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 158557 members 
Entering Unmasked Estep 
Score: -17661038.000000 Penalty: 5970.864258
	Iteration 70Q: 3 clusters Score -1.766104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -17661040.000000 Penalty: 5970.864258
	Iteration 71Q: 3 clusters Score -1.766104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 158591 members 
Entering Unmasked Estep 
Score: -17661038.000000 Penalty: 5970.864258
	Iteration 72Q: 3 clusters Score -1.766104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 158605 members 
Entering Unmasked Estep 
Score: -17661044.000000 Penalty: 5970.864258
	Iteration 73Q: 3 clusters Score -1.766104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 158615 members 
Entering Unmasked Estep 
Score: -17661050.000000 Penalty: 5970.864258
	Iteration 74Q: 3 clusters Score -1.766105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 158626 members 
Entering Unmasked Estep 
Score: -17661058.000000 Penalty: 5970.864258
	Iteration 75Q: 3 clusters Score -1.766106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -17661042.000000 Penalty: 5970.864258
	Iteration 76Q: 3 clusters Score -1.766104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -17661056.000000 Penalty: 5970.864258
	Iteration 77Q: 3 clusters Score -1.766106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -17661042.000000 Penalty: 5970.864258
	Iteration 78Q: 3 clusters Score -1.766104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 158669 members 
Entering Unmasked Estep 
Score: -17661054.000000 Penalty: 5970.864258
	Iteration 79Q: 3 clusters Score -1.766105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 158677 members 
Entering Unmasked Estep 
Score: -17661054.000000 Penalty: 5970.864258
	Iteration 80F: 3 clusters Score -1.766105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 158684 members 
Entering Unmasked Estep 
Score: -17661056.000000 Penalty: 5970.864258
	Iteration 81Q: 3 clusters Score -1.766106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 158692 members 
Entering Unmasked Estep 
Score: -17661052.000000 Penalty: 5970.864258
	Iteration 82Q: 3 clusters Score -1.766105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 158700 members 
Entering Unmasked Estep 
Score: -17661058.000000 Penalty: 5970.864258
	Iteration 83Q: 3 clusters Score -1.766106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 158707 members 
Entering Unmasked Estep 
Score: -17661054.000000 Penalty: 5970.864258
	Iteration 84Q: 3 clusters Score -1.766105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 158710 members 
Entering Unmasked Estep 
Score: -17661056.000000 Penalty: 5970.864258
	Iteration 85Q: 3 clusters Score -1.766106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -17661062.000000 Penalty: 5970.864258
	Iteration 86Q: 3 clusters Score -1.766106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -17661062.000000 Penalty: 5970.864258
	Iteration 87F: 3 clusters Score -1.766106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Entering Unmasked Estep 
Score: -2729572.000000 Penalty: 2518.098633
	Iteration 0F: 2 clusters Score -2729572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2711854.500000 Penalty: 5036.197266
	Iteration 0F: 3 clusters Score -2711854 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2718389.250000 Penalty: 5036.197266
	Iteration 1F: 3 clusters Score -2718389 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2719050.250000 Penalty: 5036.197266
	Iteration 2F: 3 clusters Score -2719050 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2719751.750000 Penalty: 5036.197266
	Iteration 3F: 3 clusters Score -2719752 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2720611.500000 Penalty: 5036.197266
	Iteration 4F: 3 clusters Score -2720612 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2721758.500000 Penalty: 5036.197266
	Iteration 5F: 3 clusters Score -2721758 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2723236.750000 Penalty: 5036.197266
	Iteration 6F: 3 clusters Score -2723237 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2724860.750000 Penalty: 5036.197266
	Iteration 7F: 3 clusters Score -2724861 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2726227.750000 Penalty: 5036.197266
	Iteration 8F: 3 clusters Score -2726228 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2727084.500000 Penalty: 5036.197266
	Iteration 9Q: 3 clusters Score -2727084 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2727548.750000 Penalty: 5036.197266
	Iteration 10Q: 3 clusters Score -2727549 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2727811.250000 Penalty: 5036.197266
	Iteration 11Q: 3 clusters Score -2727811 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2727949.250000 Penalty: 5036.197266
	Iteration 12Q: 3 clusters Score -2727949 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2728039.750000 Penalty: 5036.197266
	Iteration 13Q: 3 clusters Score -2728040 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2728091.000000 Penalty: 5036.197266
	Iteration 14Q: 3 clusters Score -2728091 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2728136.000000 Penalty: 5036.197266
	Iteration 15Q: 3 clusters Score -2728136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2728155.500000 Penalty: 5036.197266
	Iteration 16Q: 3 clusters Score -2728156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2728166.750000 Penalty: 5036.197266
	Iteration 17Q: 3 clusters Score -2728167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2728178.000000 Penalty: 5036.197266
	Iteration 18Q: 3 clusters Score -2728178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2728181.500000 Penalty: 5036.197266
	Iteration 19Q: 3 clusters Score -2728182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2728182.000000 Penalty: 5036.197266
	Iteration 20F: 3 clusters Score -2728182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2728184.500000 Penalty: 5036.197266
	Iteration 21Q: 3 clusters Score -2728184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2728186.000000 Penalty: 5036.197266
	Iteration 22Q: 3 clusters Score -2728186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2728186.000000 Penalty: 5036.197266
	Iteration 23Q: 3 clusters Score -2728186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2728186.000000 Penalty: 5036.197266
	Iteration 24Q: 3 clusters Score -2728186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2728187.750000 Penalty: 5036.197266
	Iteration 25Q: 3 clusters Score -2728188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2728187.750000 Penalty: 5036.197266
	Iteration 26F: 3 clusters Score -2728188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223981 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103613 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32862 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 6706 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37829 members 
Mstep: Class 16 contains 33785 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 169064 members 
Mstep: Class 20 contains 25684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064072.000000 Penalty: 43306.667969
Iteration 439Q: 14 clusters Score -7.006407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223972 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103655 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32862 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 6705 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37828 members 
Mstep: Class 16 contains 33781 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 169038 members 
Mstep: Class 20 contains 25683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064104.000000 Penalty: 43306.667969
Iteration 440F: 14 clusters Score -7.00641e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223969 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103698 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32862 members 
Mstep: Class 8 contains 14353 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37827 members 
Mstep: Class 16 contains 33772 members 
Mstep: Class 17 contains 21297 members 
Mstep: Class 18 contains 169014 members 
Mstep: Class 20 contains 25682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064160.000000 Penalty: 43306.667969
Iteration 441Q: 14 clusters Score -7.006416e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223953 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103733 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32865 members 
Mstep: Class 8 contains 14352 members 
Mstep: Class 9 contains 6703 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37827 members 
Mstep: Class 16 contains 33768 members 
Mstep: Class 17 contains 21298 members 
Mstep: Class 18 contains 168998 members 
Mstep: Class 20 contains 25681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064096.000000 Penalty: 43306.667969
Iteration 442Q: 14 clusters Score -7.00641e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223942 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103774 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32866 members 
Mstep: Class 8 contains 14351 members 
Mstep: Class 9 contains 6702 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37826 members 
Mstep: Class 16 contains 33763 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168975 members 
Mstep: Class 20 contains 25680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064048.000000 Penalty: 43306.667969
Iteration 443Q: 14 clusters Score -7.006405e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223927 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103817 members 
Mstep: Class 4 contains 10004 members 
Mstep: Class 7 contains 32864 members 
Mstep: Class 8 contains 14351 members 
Mstep: Class 9 contains 6699 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37824 members 
Mstep: Class 16 contains 33761 members 
Mstep: Class 17 contains 21302 members 
Mstep: Class 18 contains 168955 members 
Mstep: Class 20 contains 25678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064000.000000 Penalty: 43306.667969
Iteration 444Q: 14 clusters Score -7.0064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223916 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103867 members 
Mstep: Class 4 contains 10003 members 
Mstep: Class 7 contains 32857 members 
Mstep: Class 8 contains 14349 members 
Mstep: Class 9 contains 6696 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37824 members 
Mstep: Class 16 contains 33757 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168937 members 
Mstep: Class 20 contains 25677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063992.000000 Penalty: 43306.667969
Iteration 445Q: 14 clusters Score -7.006399e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223900 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103913 members 
Mstep: Class 4 contains 10001 members 
Mstep: Class 7 contains 32857 members 
Mstep: Class 8 contains 14344 members 
Mstep: Class 9 contains 6696 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37825 members 
Mstep: Class 16 contains 33756 members 
Mstep: Class 17 contains 21300 members 
Mstep: Class 18 contains 168914 members 
Mstep: Class 20 contains 25676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064000.000000 Penalty: 43306.667969
Iteration 446Q: 14 clusters Score -7.0064e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223892 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103952 members 
Mstep: Class 4 contains 10001 members 
Mstep: Class 7 contains 32858 members 
Mstep: Class 8 contains 14341 members 
Mstep: Class 9 contains 6695 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37822 members 
Mstep: Class 16 contains 33752 members 
Mstep: Class 17 contains 21296 members 
Mstep: Class 18 contains 168898 members 
Mstep: Class 20 contains 25675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064024.000000 Penalty: 43306.667969
Iteration 447Q: 14 clusters Score -7.006402e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223889 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 103988 members 
Mstep: Class 4 contains 10001 members 
Mstep: Class 7 contains 32857 members 
Mstep: Class 8 contains 14339 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37816 members 
Mstep: Class 16 contains 33748 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168882 members 
Mstep: Class 20 contains 25673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064024.000000 Penalty: 43306.667969
Iteration 448Q: 14 clusters Score -7.006402e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223885 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104022 members 
Mstep: Class 4 contains 10001 members 
Mstep: Class 7 contains 32856 members 
Mstep: Class 8 contains 14340 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37813 members 
Mstep: Class 16 contains 33743 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168861 members 
Mstep: Class 20 contains 25672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064064.000000 Penalty: 43306.667969
Iteration 449Q: 14 clusters Score -7.006406e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223864 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104075 members 
Mstep: Class 4 contains 10000 members 
Mstep: Class 7 contains 32857 members 
Mstep: Class 8 contains 14341 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37812 members 
Mstep: Class 16 contains 33740 members 
Mstep: Class 17 contains 21294 members 
Mstep: Class 18 contains 168837 members 
Mstep: Class 20 contains 25672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064040.000000 Penalty: 43306.667969
Iteration 450Q: 14 clusters Score -7.006404e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223852 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104115 members 
Mstep: Class 4 contains 9998 members 
Mstep: Class 7 contains 32858 members 
Mstep: Class 8 contains 14339 members 
Mstep: Class 9 contains 6689 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37811 members 
Mstep: Class 16 contains 33738 members 
Mstep: Class 17 contains 21291 members 
Mstep: Class 18 contains 168819 members 
Mstep: Class 20 contains 25672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064088.000000 Penalty: 43306.667969
Iteration 451Q: 14 clusters Score -7.006409e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223846 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104140 members 
Mstep: Class 4 contains 9995 members 
Mstep: Class 7 contains 32860 members 
Mstep: Class 8 contains 14337 members 
Mstep: Class 9 contains 6689 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37810 members 
Mstep: Class 16 contains 33734 members 
Mstep: Class 17 contains 21291 members 
Mstep: Class 18 contains 168809 members 
Mstep: Class 20 contains 25671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064104.000000 Penalty: 43306.667969
Iteration 452Q: 14 clusters Score -7.00641e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223845 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104165 members 
Mstep: Class 4 contains 9991 members 
Mstep: Class 7 contains 32858 members 
Mstep: Class 8 contains 14336 members 
Mstep: Class 9 contains 6685 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37810 members 
Mstep: Class 16 contains 33731 members 
Mstep: Class 17 contains 21291 members 
Mstep: Class 18 contains 168800 members 
Mstep: Class 20 contains 25670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064040.000000 Penalty: 43306.667969
Iteration 453Q: 14 clusters Score -7.006404e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223840 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104192 members 
Mstep: Class 4 contains 9986 members 
Mstep: Class 7 contains 32856 members 
Mstep: Class 8 contains 14334 members 
Mstep: Class 9 contains 6682 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37814 members 
Mstep: Class 16 contains 33726 members 
Mstep: Class 17 contains 21292 members 
Mstep: Class 18 contains 168788 members 
Mstep: Class 20 contains 25672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064072.000000 Penalty: 43306.667969
Iteration 454Q: 14 clusters Score -7.006407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223840 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104218 members 
Mstep: Class 4 contains 9984 members 
Mstep: Class 7 contains 32854 members 
Mstep: Class 8 contains 14331 members 
Mstep: Class 9 contains 6682 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37812 members 
Mstep: Class 16 contains 33723 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168770 members 
Mstep: Class 20 contains 25673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064056.000000 Penalty: 43306.667969
Iteration 455Q: 14 clusters Score -7.006406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223840 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104237 members 
Mstep: Class 4 contains 9983 members 
Mstep: Class 7 contains 32853 members 
Mstep: Class 8 contains 14329 members 
Mstep: Class 9 contains 6681 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37812 members 
Mstep: Class 16 contains 33721 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168757 members 
Mstep: Class 20 contains 25674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064088.000000 Penalty: 43306.667969
Iteration 456Q: 14 clusters Score -7.006409e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223833 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104250 members 
Mstep: Class 4 contains 9981 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 8 contains 14329 members 
Mstep: Class 9 contains 6680 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37816 members 
Mstep: Class 16 contains 33720 members 
Mstep: Class 17 contains 21297 members 
Mstep: Class 18 contains 168750 members 
Mstep: Class 20 contains 25674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064104.000000 Penalty: 43306.667969
Iteration 457Q: 14 clusters Score -7.00641e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223827 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104275 members 
Mstep: Class 4 contains 9976 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 8 contains 14327 members 
Mstep: Class 9 contains 6680 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37822 members 
Mstep: Class 16 contains 33713 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168737 members 
Mstep: Class 20 contains 25674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064128.000000 Penalty: 43306.667969
Iteration 458Q: 14 clusters Score -7.006413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223819 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104299 members 
Mstep: Class 4 contains 9969 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6679 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37829 members 
Mstep: Class 16 contains 33710 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168726 members 
Mstep: Class 20 contains 25675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064120.000000 Penalty: 43306.667969
Iteration 459Q: 14 clusters Score -7.006412e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223817 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104322 members 
Mstep: Class 4 contains 9965 members 
Mstep: Class 7 contains 32851 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37831 members 
Mstep: Class 16 contains 33705 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168713 members 
Mstep: Class 20 contains 25675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064120.000000 Penalty: 43306.667969
Iteration 460F: 14 clusters Score -7.006412e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223815 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104346 members 
Mstep: Class 4 contains 9962 members 
Mstep: Class 7 contains 32850 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37837 members 
Mstep: Class 16 contains 33700 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168697 members 
Mstep: Class 20 contains 25673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064104.000000 Penalty: 43306.667969
Iteration 461Q: 14 clusters Score -7.00641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223817 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104365 members 
Mstep: Class 4 contains 9956 members 
Mstep: Class 7 contains 32851 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33695 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168684 members 
Mstep: Class 20 contains 25671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064096.000000 Penalty: 43306.667969
Iteration 462Q: 14 clusters Score -7.00641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223817 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104384 members 
Mstep: Class 4 contains 9955 members 
Mstep: Class 7 contains 32851 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33694 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168667 members 
Mstep: Class 20 contains 25672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064040.000000 Penalty: 43306.667969
Iteration 463Q: 14 clusters Score -7.006404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223816 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104402 members 
Mstep: Class 4 contains 9955 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 6675 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33692 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168651 members 
Mstep: Class 20 contains 25674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064064.000000 Penalty: 43306.667969
Iteration 464Q: 14 clusters Score -7.006406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223815 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104417 members 
Mstep: Class 4 contains 9955 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 6675 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33690 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168642 members 
Mstep: Class 20 contains 25672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064056.000000 Penalty: 43306.667969
Iteration 465Q: 14 clusters Score -7.006406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223814 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104434 members 
Mstep: Class 4 contains 9955 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 6675 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37841 members 
Mstep: Class 16 contains 33690 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168627 members 
Mstep: Class 20 contains 25672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064080.000000 Penalty: 43306.667969
Iteration 466Q: 14 clusters Score -7.006408e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223810 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104454 members 
Mstep: Class 4 contains 9954 members 
Mstep: Class 7 contains 32853 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33688 members 
Mstep: Class 17 contains 21299 members 
Mstep: Class 18 contains 168613 members 
Mstep: Class 20 contains 25670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064064.000000 Penalty: 43306.667969
Iteration 467Q: 14 clusters Score -7.006406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223805 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104479 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32854 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37844 members 
Mstep: Class 16 contains 33687 members 
Mstep: Class 17 contains 21298 members 
Mstep: Class 18 contains 168597 members 
Mstep: Class 20 contains 25667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064088.000000 Penalty: 43306.667969
Iteration 468Q: 14 clusters Score -7.006409e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223800 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104503 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37844 members 
Mstep: Class 16 contains 33686 members 
Mstep: Class 17 contains 21297 members 
Mstep: Class 18 contains 168579 members 
Mstep: Class 20 contains 25667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064080.000000 Penalty: 43306.667969
Iteration 469Q: 14 clusters Score -7.006408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223800 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104521 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32851 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37843 members 
Mstep: Class 16 contains 33685 members 
Mstep: Class 17 contains 21297 members 
Mstep: Class 18 contains 168565 members 
Mstep: Class 20 contains 25665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064056.000000 Penalty: 43306.667969
Iteration 470Q: 14 clusters Score -7.006406e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223796 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104533 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32853 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33684 members 
Mstep: Class 17 contains 21297 members 
Mstep: Class 18 contains 168559 members 
Mstep: Class 20 contains 25664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064056.000000 Penalty: 43306.667969
Iteration 471Q: 14 clusters Score -7.006406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223794 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104539 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32852 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33681 members 
Mstep: Class 17 contains 21296 members 
Mstep: Class 18 contains 168560 members 
Mstep: Class 20 contains 25664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064040.000000 Penalty: 43306.667969
Iteration 472Q: 14 clusters Score -7.006404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223794 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104547 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32850 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33680 members 
Mstep: Class 17 contains 21294 members 
Mstep: Class 18 contains 168558 members 
Mstep: Class 20 contains 25663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064064.000000 Penalty: 43306.667969
Iteration 473Q: 14 clusters Score -7.006406e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223793 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104555 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32849 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33678 members 
Mstep: Class 17 contains 21293 members 
Mstep: Class 18 contains 168553 members 
Mstep: Class 20 contains 25664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064096.000000 Penalty: 43306.667969
Iteration 474Q: 14 clusters Score -7.00641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223793 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104567 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32851 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33675 members 
Mstep: Class 17 contains 21292 members 
Mstep: Class 18 contains 168543 members 
Mstep: Class 20 contains 25664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064064.000000 Penalty: 43306.667969
Iteration 475Q: 14 clusters Score -7.006406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223793 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104581 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32851 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168529 members 
Mstep: Class 20 contains 25663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064080.000000 Penalty: 43306.667969
Iteration 476Q: 14 clusters Score -7.006408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223792 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104600 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32850 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37843 members 
Mstep: Class 16 contains 33673 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168514 members 
Mstep: Class 20 contains 25661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064072.000000 Penalty: 43306.667969
Iteration 477Q: 14 clusters Score -7.006407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223791 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104610 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32848 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37843 members 
Mstep: Class 16 contains 33673 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168508 members 
Mstep: Class 20 contains 25661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064072.000000 Penalty: 43306.667969
Iteration 478Q: 14 clusters Score -7.006407e+07 nChanged 12
Entering ConstructFrom: 
Score: -70064072.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (223790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223790 members 
Entering Unmasked Estep 
Score: -23393730.000000 Penalty: 3054.979004
	Iteration 0F: 2 clusters Score -2.339373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111903 members 
Mstep: Class 2 contains 111887 members 
Entering Unmasked Estep 
Score: -23255460.000000 Penalty: 6109.958008
	Iteration 0F: 3 clusters Score -2.325546e+07 nChanged 107870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 111157 members 
Entering Unmasked Estep 
Score: -23318076.000000 Penalty: 6109.958008
	Iteration 1F: 3 clusters Score -2.331808e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 110800 members 
Entering Unmasked Estep 
Score: -23318766.000000 Penalty: 6109.958008
	Iteration 2Q: 3 clusters Score -2.331877e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -23319296.000000 Penalty: 6109.958008
	Iteration 3Q: 3 clusters Score -2.33193e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114679 members 
Mstep: Class 2 contains 109111 members 
Entering Unmasked Estep 
Score: -23320168.000000 Penalty: 6109.958008
	Iteration 4Q: 3 clusters Score -2.332017e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116243 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -23320910.000000 Penalty: 6109.958008
	Iteration 5Q: 3 clusters Score -2.332091e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118655 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -23321622.000000 Penalty: 6109.958008
	Iteration 6Q: 3 clusters Score -2.332162e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122246 members 
Mstep: Class 2 contains 101544 members 
Entering Unmasked Estep 
Score: -23322822.000000 Penalty: 6109.958008
	Iteration 7Q: 3 clusters Score -2.332282e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127667 members 
Mstep: Class 2 contains 96123 members 
Entering Unmasked Estep 
Score: -23324516.000000 Penalty: 6109.958008
	Iteration 8Q: 3 clusters Score -2.332452e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135573 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -23327582.000000 Penalty: 6109.958008
	Iteration 9Q: 3 clusters Score -2.332758e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146754 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -23333516.000000 Penalty: 6109.958008
	Iteration 10F: 3 clusters Score -2.333352e+07 nChanged 15308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161914 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -23343702.000000 Penalty: 6109.958008
	Iteration 11F: 3 clusters Score -2.33437e+07 nChanged 17511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179369 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -23357770.000000 Penalty: 6109.958008
	Iteration 12F: 3 clusters Score -2.335777e+07 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195404 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -23372874.000000 Penalty: 6109.958008
	Iteration 13F: 3 clusters Score -2.337287e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206925 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -23381336.000000 Penalty: 6109.958008
	Iteration 14F: 3 clusters Score -2.338134e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213527 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -23385220.000000 Penalty: 6109.958008
	Iteration 15Q: 3 clusters Score -2.338522e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217292 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -23387470.000000 Penalty: 6109.958008
	Iteration 16Q: 3 clusters Score -2.338747e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219494 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -23388708.000000 Penalty: 6109.958008
	Iteration 17Q: 3 clusters Score -2.338871e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220736 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -23389366.000000 Penalty: 6109.958008
	Iteration 18Q: 3 clusters Score -2.338937e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221488 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -23389916.000000 Penalty: 6109.958008
	Iteration 19Q: 3 clusters Score -2.338992e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221976 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23390214.000000 Penalty: 6109.958008
	Iteration 20F: 3 clusters Score -2.339021e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222285 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -23390442.000000 Penalty: 6109.958008
	Iteration 21Q: 3 clusters Score -2.339044e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222500 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -23390580.000000 Penalty: 6109.958008
	Iteration 22Q: 3 clusters Score -2.339058e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222636 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -23390656.000000 Penalty: 6109.958008
	Iteration 23Q: 3 clusters Score -2.339066e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222733 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -23390722.000000 Penalty: 6109.958008
	Iteration 24Q: 3 clusters Score -2.339072e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222809 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -23390760.000000 Penalty: 6109.958008
	Iteration 25Q: 3 clusters Score -2.339076e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222863 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -23390818.000000 Penalty: 6109.958008
	Iteration 26Q: 3 clusters Score -2.339082e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222901 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -23390824.000000 Penalty: 6109.958008
	Iteration 27Q: 3 clusters Score -2.339082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222938 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23390878.000000 Penalty: 6109.958008
	Iteration 28Q: 3 clusters Score -2.339088e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222966 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23390920.000000 Penalty: 6109.958008
	Iteration 29Q: 3 clusters Score -2.339092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222991 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -23390928.000000 Penalty: 6109.958008
	Iteration 30Q: 3 clusters Score -2.339093e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223009 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23390968.000000 Penalty: 6109.958008
	Iteration 31Q: 3 clusters Score -2.339097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223031 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -23390982.000000 Penalty: 6109.958008
	Iteration 32Q: 3 clusters Score -2.339098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223045 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -23390998.000000 Penalty: 6109.958008
	Iteration 33Q: 3 clusters Score -2.3391e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223057 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -23391000.000000 Penalty: 6109.958008
	Iteration 34Q: 3 clusters Score -2.3391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223069 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -23391030.000000 Penalty: 6109.958008
	Iteration 35Q: 3 clusters Score -2.339103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223078 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -23391024.000000 Penalty: 6109.958008
	Iteration 36Q: 3 clusters Score -2.339102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223082 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -23391022.000000 Penalty: 6109.958008
	Iteration 37Q: 3 clusters Score -2.339102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223084 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -23391020.000000 Penalty: 6109.958008
	Iteration 38Q: 3 clusters Score -2.339102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223088 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -23391034.000000 Penalty: 6109.958008
	Iteration 39Q: 3 clusters Score -2.339103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223091 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -23391028.000000 Penalty: 6109.958008
	Iteration 40F: 3 clusters Score -2.339103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223096 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -23391026.000000 Penalty: 6109.958008
	Iteration 41Q: 3 clusters Score -2.339103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223100 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -23391028.000000 Penalty: 6109.958008
	Iteration 42Q: 3 clusters Score -2.339103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223101 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -23391034.000000 Penalty: 6109.958008
	Iteration 43Q: 3 clusters Score -2.339103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223103 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -23391030.000000 Penalty: 6109.958008
	Iteration 44Q: 3 clusters Score -2.339103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223103 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -23391030.000000 Penalty: 6109.958008
	Iteration 45F: 3 clusters Score -2.339103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -76787.992188 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -76787.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75072.523438 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -75072.52 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75541.617188 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -75541.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75906.921875 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -75906.92 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -76025.898438 Penalty: 3337.992676
	Iteration 3F: 3 clusters Score -76025.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76123.726562 Penalty: 3337.992676
	Iteration 4F: 3 clusters Score -76123.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76239.023438 Penalty: 3337.992676
	Iteration 5F: 3 clusters Score -76239.02 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76337.609375 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -76337.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -76436.007812 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -76436.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -76519.203125 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -76519.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -76585.085938 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -76585.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -76622.328125 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -76622.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -76646.656250 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -76646.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -76692.320312 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -76692.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -76702.968750 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -76702.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -76713.296875 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -76713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -76731.656250 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -76731.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -76753.804688 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -76753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -76769.726562 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -76769.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -76769.726562 Penalty: 3337.992676
	Iteration 18F: 3 clusters Score -76769.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (104615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104615 members 
Entering Unmasked Estep 
Score: -10996399.000000 Penalty: 2866.394531
	Iteration 0F: 2 clusters Score -1.09964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -10926151.000000 Penalty: 5732.789062
	Iteration 0F: 3 clusters Score -1.092615e+07 nChanged 49486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -10954823.000000 Penalty: 5732.789062
	Iteration 1F: 3 clusters Score -1.095482e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -10955669.000000 Penalty: 5732.789062
	Iteration 2Q: 3 clusters Score -1.095567e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -10956619.000000 Penalty: 5732.789062
	Iteration 3Q: 3 clusters Score -1.095662e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -10957919.000000 Penalty: 5732.789062
	Iteration 4Q: 3 clusters Score -1.095792e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -10959793.000000 Penalty: 5732.789062
	Iteration 5Q: 3 clusters Score -1.095979e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60968 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -10962384.000000 Penalty: 5732.789062
	Iteration 6F: 3 clusters Score -1.096238e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -10966268.000000 Penalty: 5732.789062
	Iteration 7F: 3 clusters Score -1.096627e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -10971863.000000 Penalty: 5732.789062
	Iteration 8F: 3 clusters Score -1.097186e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -10978347.000000 Penalty: 5732.789062
	Iteration 9F: 3 clusters Score -1.097835e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -10983541.000000 Penalty: 5732.789062
	Iteration 10F: 3 clusters Score -1.098354e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -10986116.000000 Penalty: 5732.789062
	Iteration 11Q: 3 clusters Score -1.098612e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -10987323.000000 Penalty: 5732.789062
	Iteration 12Q: 3 clusters Score -1.098732e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -10988263.000000 Penalty: 5732.789062
	Iteration 13Q: 3 clusters Score -1.098826e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -10989051.000000 Penalty: 5732.789062
	Iteration 14Q: 3 clusters Score -1.098905e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -10989685.000000 Penalty: 5732.789062
	Iteration 15Q: 3 clusters Score -1.098968e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -10990226.000000 Penalty: 5732.789062
	Iteration 16Q: 3 clusters Score -1.099023e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -10990732.000000 Penalty: 5732.789062
	Iteration 17Q: 3 clusters Score -1.099073e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -10991160.000000 Penalty: 5732.789062
	Iteration 18Q: 3 clusters Score -1.099116e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93261 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -10991540.000000 Penalty: 5732.789062
	Iteration 19Q: 3 clusters Score -1.099154e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -10991877.000000 Penalty: 5732.789062
	Iteration 20F: 3 clusters Score -1.099188e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -10992177.000000 Penalty: 5732.789062
	Iteration 21Q: 3 clusters Score -1.099218e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -10992409.000000 Penalty: 5732.789062
	Iteration 22Q: 3 clusters Score -1.099241e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -10992660.000000 Penalty: 5732.789062
	Iteration 23Q: 3 clusters Score -1.099266e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97241 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -10992906.000000 Penalty: 5732.789062
	Iteration 24Q: 3 clusters Score -1.099291e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -10993035.000000 Penalty: 5732.789062
	Iteration 25Q: 3 clusters Score -1.099304e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98424 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -10993218.000000 Penalty: 5732.789062
	Iteration 26Q: 3 clusters Score -1.099322e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -10993371.000000 Penalty: 5732.789062
	Iteration 27Q: 3 clusters Score -1.099337e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -10993502.000000 Penalty: 5732.789062
	Iteration 28Q: 3 clusters Score -1.09935e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -10993645.000000 Penalty: 5732.789062
	Iteration 29Q: 3 clusters Score -1.099364e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -10993744.000000 Penalty: 5732.789062
	Iteration 30Q: 3 clusters Score -1.099374e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10993796.000000 Penalty: 5732.789062
	Iteration 31Q: 3 clusters Score -1.09938e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100753 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -10993837.000000 Penalty: 5732.789062
	Iteration 32Q: 3 clusters Score -1.099384e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100990 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -10993902.000000 Penalty: 5732.789062
	Iteration 33Q: 3 clusters Score -1.09939e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101182 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10993959.000000 Penalty: 5732.789062
	Iteration 34Q: 3 clusters Score -1.099396e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101363 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -10993995.000000 Penalty: 5732.789062
	Iteration 35Q: 3 clusters Score -1.0994e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -10994051.000000 Penalty: 5732.789062
	Iteration 36Q: 3 clusters Score -1.099405e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101637 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -10994058.000000 Penalty: 5732.789062
	Iteration 37Q: 3 clusters Score -1.099406e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101725 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -10994101.000000 Penalty: 5732.789062
	Iteration 38Q: 3 clusters Score -1.09941e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -10994113.000000 Penalty: 5732.789062
	Iteration 39Q: 3 clusters Score -1.099411e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -10994146.000000 Penalty: 5732.789062
	Iteration 40F: 3 clusters Score -1.099415e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -10994140.000000 Penalty: 5732.789062
	Iteration 41Q: 3 clusters Score -1.099414e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10994155.000000 Penalty: 5732.789062
	Iteration 42Q: 3 clusters Score -1.099416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102102 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10994157.000000 Penalty: 5732.789062
	Iteration 43Q: 3 clusters Score -1.099416e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102158 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -10994149.000000 Penalty: 5732.789062
	Iteration 44Q: 3 clusters Score -1.099415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102209 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -10994154.000000 Penalty: 5732.789062
	Iteration 45Q: 3 clusters Score -1.099415e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102256 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10994174.000000 Penalty: 5732.789062
	Iteration 46Q: 3 clusters Score -1.099417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10994187.000000 Penalty: 5732.789062
	Iteration 47Q: 3 clusters Score -1.099419e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102317 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -10994191.000000 Penalty: 5732.789062
	Iteration 48Q: 3 clusters Score -1.099419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102345 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10994196.000000 Penalty: 5732.789062
	Iteration 49Q: 3 clusters Score -1.09942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102366 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -10994212.000000 Penalty: 5732.789062
	Iteration 50Q: 3 clusters Score -1.099421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10994222.000000 Penalty: 5732.789062
	Iteration 51Q: 3 clusters Score -1.099422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -10994226.000000 Penalty: 5732.789062
	Iteration 52Q: 3 clusters Score -1.099423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102439 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -10994228.000000 Penalty: 5732.789062
	Iteration 53Q: 3 clusters Score -1.099423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10994223.000000 Penalty: 5732.789062
	Iteration 54Q: 3 clusters Score -1.099422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102469 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -10994219.000000 Penalty: 5732.789062
	Iteration 55Q: 3 clusters Score -1.099422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102482 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10994215.000000 Penalty: 5732.789062
	Iteration 56Q: 3 clusters Score -1.099422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -10994228.000000 Penalty: 5732.789062
	Iteration 57Q: 3 clusters Score -1.099423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -10994232.000000 Penalty: 5732.789062
	Iteration 58Q: 3 clusters Score -1.099423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -10994249.000000 Penalty: 5732.789062
	Iteration 59Q: 3 clusters Score -1.099425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102531 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -10994243.000000 Penalty: 5732.789062
	Iteration 60F: 3 clusters Score -1.099424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -10994250.000000 Penalty: 5732.789062
	Iteration 61Q: 3 clusters Score -1.099425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10994257.000000 Penalty: 5732.789062
	Iteration 62Q: 3 clusters Score -1.099426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10994264.000000 Penalty: 5732.789062
	Iteration 63Q: 3 clusters Score -1.099426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102573 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10994281.000000 Penalty: 5732.789062
	Iteration 64Q: 3 clusters Score -1.099428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10994281.000000 Penalty: 5732.789062
	Iteration 65Q: 3 clusters Score -1.099428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10994280.000000 Penalty: 5732.789062
	Iteration 66Q: 3 clusters Score -1.099428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -10994281.000000 Penalty: 5732.789062
	Iteration 67Q: 3 clusters Score -1.099428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10994289.000000 Penalty: 5732.789062
	Iteration 68Q: 3 clusters Score -1.099429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -10994280.000000 Penalty: 5732.789062
	Iteration 69Q: 3 clusters Score -1.099428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102635 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -10994281.000000 Penalty: 5732.789062
	Iteration 70Q: 3 clusters Score -1.099428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102644 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10994299.000000 Penalty: 5732.789062
	Iteration 71Q: 3 clusters Score -1.09943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -10994288.000000 Penalty: 5732.789062
	Iteration 72Q: 3 clusters Score -1.099429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102654 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -10994301.000000 Penalty: 5732.789062
	Iteration 73Q: 3 clusters Score -1.09943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10994306.000000 Penalty: 5732.789062
	Iteration 74Q: 3 clusters Score -1.099431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10994310.000000 Penalty: 5732.789062
	Iteration 75Q: 3 clusters Score -1.099431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10994310.000000 Penalty: 5732.789062
	Iteration 76Q: 3 clusters Score -1.099431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10994312.000000 Penalty: 5732.789062
	Iteration 77Q: 3 clusters Score -1.099431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10994312.000000 Penalty: 5732.789062
	Iteration 78F: 3 clusters Score -1.099431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Entering Unmasked Estep 
Score: -995315.437500 Penalty: 2282.971191
	Iteration 0F: 2 clusters Score -995315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -987711.125000 Penalty: 4565.942383
	Iteration 0F: 3 clusters Score -987711.1 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -990130.062500 Penalty: 4565.942383
	Iteration 1F: 3 clusters Score -990130.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -990894.875000 Penalty: 4565.942383
	Iteration 2F: 3 clusters Score -990894.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -991785.437500 Penalty: 4565.942383
	Iteration 3F: 3 clusters Score -991785.4 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -992507.437500 Penalty: 4565.942383
	Iteration 4F: 3 clusters Score -992507.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -993135.437500 Penalty: 4565.942383
	Iteration 5F: 3 clusters Score -993135.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -993578.687500 Penalty: 4565.942383
	Iteration 6F: 3 clusters Score -993578.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -993872.312500 Penalty: 4565.942383
	Iteration 7Q: 3 clusters Score -993872.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -994056.937500 Penalty: 4565.942383
	Iteration 8Q: 3 clusters Score -994056.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -994151.812500 Penalty: 4565.942383
	Iteration 9Q: 3 clusters Score -994151.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -994201.875000 Penalty: 4565.942383
	Iteration 10Q: 3 clusters Score -994201.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -994225.375000 Penalty: 4565.942383
	Iteration 11Q: 3 clusters Score -994225.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -994242.687500 Penalty: 4565.942383
	Iteration 12Q: 3 clusters Score -994242.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -994251.812500 Penalty: 4565.942383
	Iteration 13Q: 3 clusters Score -994251.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -994251.562500 Penalty: 4565.942383
	Iteration 14Q: 3 clusters Score -994251.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -994258.500000 Penalty: 4565.942383
	Iteration 15Q: 3 clusters Score -994258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -994264.312500 Penalty: 4565.942383
	Iteration 16Q: 3 clusters Score -994264.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -994266.750000 Penalty: 4565.942383
	Iteration 17Q: 3 clusters Score -994266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -994269.625000 Penalty: 4565.942383
	Iteration 18Q: 3 clusters Score -994269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -994275.000000 Penalty: 4565.942383
	Iteration 19Q: 3 clusters Score -994275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -994273.937500 Penalty: 4565.942383
	Iteration 20F: 3 clusters Score -994273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -994275.750000 Penalty: 4565.942383
	Iteration 21Q: 3 clusters Score -994275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -994276.312500 Penalty: 4565.942383
	Iteration 22Q: 3 clusters Score -994276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -994277.062500 Penalty: 4565.942383
	Iteration 23Q: 3 clusters Score -994277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -994276.250000 Penalty: 4565.942383
	Iteration 24Q: 3 clusters Score -994276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -994276.250000 Penalty: 4565.942383
	Iteration 25F: 3 clusters Score -994276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Entering Unmasked Estep 
Score: -3498736.500000 Penalty: 2579.089600
	Iteration 0F: 2 clusters Score -3498736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3476480.500000 Penalty: 5158.179199
	Iteration 0F: 3 clusters Score -3476480 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3484188.750000 Penalty: 5158.179199
	Iteration 1F: 3 clusters Score -3484189 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3484667.000000 Penalty: 5158.179199
	Iteration 2Q: 3 clusters Score -3484667 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3485118.250000 Penalty: 5158.179199
	Iteration 3Q: 3 clusters Score -3485118 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3485744.250000 Penalty: 5158.179199
	Iteration 4Q: 3 clusters Score -3485744 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3486570.000000 Penalty: 5158.179199
	Iteration 5F: 3 clusters Score -3486570 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3487840.000000 Penalty: 5158.179199
	Iteration 6F: 3 clusters Score -3487840 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3489621.750000 Penalty: 5158.179199
	Iteration 7F: 3 clusters Score -3489622 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3491848.000000 Penalty: 5158.179199
	Iteration 8F: 3 clusters Score -3491848 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3493868.750000 Penalty: 5158.179199
	Iteration 9F: 3 clusters Score -3493869 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3495258.250000 Penalty: 5158.179199
	Iteration 10Q: 3 clusters Score -3495258 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3495976.250000 Penalty: 5158.179199
	Iteration 11Q: 3 clusters Score -3495976 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -3496241.500000 Penalty: 5158.179199
	Iteration 12Q: 3 clusters Score -3496242 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -3496394.500000 Penalty: 5158.179199
	Iteration 13Q: 3 clusters Score -3496394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -3496470.750000 Penalty: 5158.179199
	Iteration 14Q: 3 clusters Score -3496471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3496508.500000 Penalty: 5158.179199
	Iteration 15Q: 3 clusters Score -3496508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3496542.750000 Penalty: 5158.179199
	Iteration 16Q: 3 clusters Score -3496543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -3496567.750000 Penalty: 5158.179199
	Iteration 17Q: 3 clusters Score -3496568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3496579.250000 Penalty: 5158.179199
	Iteration 18Q: 3 clusters Score -3496579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3496584.500000 Penalty: 5158.179199
	Iteration 19Q: 3 clusters Score -3496584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3496591.000000 Penalty: 5158.179199
	Iteration 20F: 3 clusters Score -3496591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3496596.750000 Penalty: 5158.179199
	Iteration 21Q: 3 clusters Score -3496597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -3496597.000000 Penalty: 5158.179199
	Iteration 22Q: 3 clusters Score -3496597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -3496603.000000 Penalty: 5158.179199
	Iteration 23Q: 3 clusters Score -3496603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -3496604.000000 Penalty: 5158.179199
	Iteration 24Q: 3 clusters Score -3496604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3496610.000000 Penalty: 5158.179199
	Iteration 25Q: 3 clusters Score -3496610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3496610.000000 Penalty: 5158.179199
	Iteration 26F: 3 clusters Score -3496610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Entering Unmasked Estep 
Score: -1481820.875000 Penalty: 2373.300781
	Iteration 0F: 2 clusters Score -1481821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1471472.875000 Penalty: 4746.601562
	Iteration 0F: 3 clusters Score -1471473 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1474860.500000 Penalty: 4746.601562
	Iteration 1F: 3 clusters Score -1474860 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1475489.875000 Penalty: 4746.601562
	Iteration 2F: 3 clusters Score -1475490 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1476314.875000 Penalty: 4746.601562
	Iteration 3F: 3 clusters Score -1476315 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1477200.000000 Penalty: 4746.601562
	Iteration 4F: 3 clusters Score -1477200 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1477994.500000 Penalty: 4746.601562
	Iteration 5F: 3 clusters Score -1477994 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1478666.500000 Penalty: 4746.601562
	Iteration 6F: 3 clusters Score -1478666 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1479126.375000 Penalty: 4746.601562
	Iteration 7F: 3 clusters Score -1479126 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1479417.000000 Penalty: 4746.601562
	Iteration 8Q: 3 clusters Score -1479417 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1479636.250000 Penalty: 4746.601562
	Iteration 9Q: 3 clusters Score -1479636 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1479851.250000 Penalty: 4746.601562
	Iteration 10Q: 3 clusters Score -1479851 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1480030.500000 Penalty: 4746.601562
	Iteration 11Q: 3 clusters Score -1480030 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1480158.000000 Penalty: 4746.601562
	Iteration 12Q: 3 clusters Score -1480158 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1480248.500000 Penalty: 4746.601562
	Iteration 13Q: 3 clusters Score -1480248 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1480343.000000 Penalty: 4746.601562
	Iteration 14Q: 3 clusters Score -1480343 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1480433.000000 Penalty: 4746.601562
	Iteration 15Q: 3 clusters Score -1480433 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1480487.750000 Penalty: 4746.601562
	Iteration 16Q: 3 clusters Score -1480488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1480532.500000 Penalty: 4746.601562
	Iteration 17Q: 3 clusters Score -1480532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1480569.500000 Penalty: 4746.601562
	Iteration 18Q: 3 clusters Score -1480570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1480589.125000 Penalty: 4746.601562
	Iteration 19Q: 3 clusters Score -1480589 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1480609.125000 Penalty: 4746.601562
	Iteration 20F: 3 clusters Score -1480609 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1480636.125000 Penalty: 4746.601562
	Iteration 21Q: 3 clusters Score -1480636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1480653.375000 Penalty: 4746.601562
	Iteration 22Q: 3 clusters Score -1480653 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1480669.375000 Penalty: 4746.601562
	Iteration 23Q: 3 clusters Score -1480669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1480674.875000 Penalty: 4746.601562
	Iteration 24Q: 3 clusters Score -1480675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1480678.125000 Penalty: 4746.601562
	Iteration 25Q: 3 clusters Score -1480678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1480685.500000 Penalty: 4746.601562
	Iteration 26Q: 3 clusters Score -1480686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1480690.250000 Penalty: 4746.601562
	Iteration 27Q: 3 clusters Score -1480690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1480690.500000 Penalty: 4746.601562
	Iteration 28Q: 3 clusters Score -1480690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1480694.625000 Penalty: 4746.601562
	Iteration 29Q: 3 clusters Score -1480695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1480695.000000 Penalty: 4746.601562
	Iteration 30Q: 3 clusters Score -1480695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1480698.875000 Penalty: 4746.601562
	Iteration 31Q: 3 clusters Score -1480699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1480703.625000 Penalty: 4746.601562
	Iteration 32Q: 3 clusters Score -1480704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1480709.750000 Penalty: 4746.601562
	Iteration 33Q: 3 clusters Score -1480710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1480711.250000 Penalty: 4746.601562
	Iteration 34Q: 3 clusters Score -1480711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1480720.625000 Penalty: 4746.601562
	Iteration 35Q: 3 clusters Score -1480721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1480717.125000 Penalty: 4746.601562
	Iteration 36Q: 3 clusters Score -1480717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1480718.375000 Penalty: 4746.601562
	Iteration 37Q: 3 clusters Score -1480718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1480726.125000 Penalty: 4746.601562
	Iteration 38Q: 3 clusters Score -1480726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1480729.125000 Penalty: 4746.601562
	Iteration 39Q: 3 clusters Score -1480729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1480726.375000 Penalty: 4746.601562
	Iteration 40F: 3 clusters Score -1480726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1480725.500000 Penalty: 4746.601562
	Iteration 41Q: 3 clusters Score -1480726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1480729.500000 Penalty: 4746.601562
	Iteration 42Q: 3 clusters Score -1480730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1480726.500000 Penalty: 4746.601562
	Iteration 43Q: 3 clusters Score -1480726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1480726.125000 Penalty: 4746.601562
	Iteration 44Q: 3 clusters Score -1480726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1480725.875000 Penalty: 4746.601562
	Iteration 45Q: 3 clusters Score -1480726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1480725.375000 Penalty: 4746.601562
	Iteration 46Q: 3 clusters Score -1480725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1480727.125000 Penalty: 4746.601562
	Iteration 47Q: 3 clusters Score -1480727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1480727.125000 Penalty: 4746.601562
	Iteration 48F: 3 clusters Score -1480727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Entering Unmasked Estep 
Score: -693018.687500 Penalty: 2183.956055
	Iteration 0F: 2 clusters Score -693018.7 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 3306 members 
Entering Unmasked Estep 
Score: -687345.187500 Penalty: 4367.912109
	Iteration 0F: 3 clusters Score -687345.2 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -688730.687500 Penalty: 4367.912109
	Iteration 1F: 3 clusters Score -688730.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -689006.937500 Penalty: 4367.912109
	Iteration 2F: 3 clusters Score -689006.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -689206.250000 Penalty: 4367.912109
	Iteration 3F: 3 clusters Score -689206.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -689317.312500 Penalty: 4367.912109
	Iteration 4Q: 3 clusters Score -689317.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -689402.812500 Penalty: 4367.912109
	Iteration 5Q: 3 clusters Score -689402.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -689467.625000 Penalty: 4367.912109
	Iteration 6Q: 3 clusters Score -689467.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -689519.687500 Penalty: 4367.912109
	Iteration 7Q: 3 clusters Score -689519.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -689557.875000 Penalty: 4367.912109
	Iteration 8Q: 3 clusters Score -689557.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -689591.375000 Penalty: 4367.912109
	Iteration 9Q: 3 clusters Score -689591.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -689620.250000 Penalty: 4367.912109
	Iteration 10Q: 3 clusters Score -689620.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -689645.562500 Penalty: 4367.912109
	Iteration 11Q: 3 clusters Score -689645.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -689674.562500 Penalty: 4367.912109
	Iteration 12Q: 3 clusters Score -689674.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -689704.125000 Penalty: 4367.912109
	Iteration 13Q: 3 clusters Score -689704.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -689741.500000 Penalty: 4367.912109
	Iteration 14Q: 3 clusters Score -689741.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -689788.000000 Penalty: 4367.912109
	Iteration 15Q: 3 clusters Score -689788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -689842.562500 Penalty: 4367.912109
	Iteration 16Q: 3 clusters Score -689842.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -689898.000000 Penalty: 4367.912109
	Iteration 17Q: 3 clusters Score -689898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -689956.000000 Penalty: 4367.912109
	Iteration 18Q: 3 clusters Score -689956 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -690017.375000 Penalty: 4367.912109
	Iteration 19Q: 3 clusters Score -690017.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -690080.875000 Penalty: 4367.912109
	Iteration 20F: 3 clusters Score -690080.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -690147.625000 Penalty: 4367.912109
	Iteration 21Q: 3 clusters Score -690147.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -690214.250000 Penalty: 4367.912109
	Iteration 22Q: 3 clusters Score -690214.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -690301.812500 Penalty: 4367.912109
	Iteration 23Q: 3 clusters Score -690301.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -690399.875000 Penalty: 4367.912109
	Iteration 24Q: 3 clusters Score -690399.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -690505.312500 Penalty: 4367.912109
	Iteration 25Q: 3 clusters Score -690505.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -690597.062500 Penalty: 4367.912109
	Iteration 26Q: 3 clusters Score -690597.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -690670.000000 Penalty: 4367.912109
	Iteration 27Q: 3 clusters Score -690670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -690722.687500 Penalty: 4367.912109
	Iteration 28Q: 3 clusters Score -690722.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -690779.875000 Penalty: 4367.912109
	Iteration 29Q: 3 clusters Score -690779.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -690817.687500 Penalty: 4367.912109
	Iteration 30Q: 3 clusters Score -690817.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -690853.375000 Penalty: 4367.912109
	Iteration 31Q: 3 clusters Score -690853.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -690880.937500 Penalty: 4367.912109
	Iteration 32Q: 3 clusters Score -690880.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -690909.812500 Penalty: 4367.912109
	Iteration 33Q: 3 clusters Score -690909.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -690943.062500 Penalty: 4367.912109
	Iteration 34Q: 3 clusters Score -690943.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -690965.812500 Penalty: 4367.912109
	Iteration 35Q: 3 clusters Score -690965.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -690984.125000 Penalty: 4367.912109
	Iteration 36Q: 3 clusters Score -690984.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -691007.187500 Penalty: 4367.912109
	Iteration 37Q: 3 clusters Score -691007.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -691028.562500 Penalty: 4367.912109
	Iteration 38Q: 3 clusters Score -691028.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -691048.000000 Penalty: 4367.912109
	Iteration 39Q: 3 clusters Score -691048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -691066.250000 Penalty: 4367.912109
	Iteration 40F: 3 clusters Score -691066.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -691085.250000 Penalty: 4367.912109
	Iteration 41Q: 3 clusters Score -691085.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -691101.125000 Penalty: 4367.912109
	Iteration 42Q: 3 clusters Score -691101.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -691110.562500 Penalty: 4367.912109
	Iteration 43Q: 3 clusters Score -691110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -691120.375000 Penalty: 4367.912109
	Iteration 44Q: 3 clusters Score -691120.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -691129.437500 Penalty: 4367.912109
	Iteration 45Q: 3 clusters Score -691129.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -691139.500000 Penalty: 4367.912109
	Iteration 46Q: 3 clusters Score -691139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -691142.687500 Penalty: 4367.912109
	Iteration 47Q: 3 clusters Score -691142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -691144.562500 Penalty: 4367.912109
	Iteration 48Q: 3 clusters Score -691144.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -691145.375000 Penalty: 4367.912109
	Iteration 49Q: 3 clusters Score -691145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -691146.125000 Penalty: 4367.912109
	Iteration 50Q: 3 clusters Score -691146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -691147.937500 Penalty: 4367.912109
	Iteration 51Q: 3 clusters Score -691147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -691147.937500 Penalty: 4367.912109
	Iteration 52F: 3 clusters Score -691147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -165670.015625 Penalty: 1864.883667
	Iteration 0F: 2 clusters Score -165670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163291.703125 Penalty: 3729.767334
	Iteration 0F: 3 clusters Score -163291.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -164094.750000 Penalty: 3729.767334
	Iteration 1F: 3 clusters Score -164094.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -164555.734375 Penalty: 3729.767334
	Iteration 2F: 3 clusters Score -164555.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -164782.625000 Penalty: 3729.767334
	Iteration 3F: 3 clusters Score -164782.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164921.625000 Penalty: 3729.767334
	Iteration 4F: 3 clusters Score -164921.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -165016.375000 Penalty: 3729.767334
	Iteration 5Q: 3 clusters Score -165016.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -165067.109375 Penalty: 3729.767334
	Iteration 6Q: 3 clusters Score -165067.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -165110.703125 Penalty: 3729.767334
	Iteration 7Q: 3 clusters Score -165110.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -165148.218750 Penalty: 3729.767334
	Iteration 8Q: 3 clusters Score -165148.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -165172.500000 Penalty: 3729.767334
	Iteration 9Q: 3 clusters Score -165172.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -165201.453125 Penalty: 3729.767334
	Iteration 10Q: 3 clusters Score -165201.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165223.796875 Penalty: 3729.767334
	Iteration 11Q: 3 clusters Score -165223.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165269.328125 Penalty: 3729.767334
	Iteration 12Q: 3 clusters Score -165269.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -165347.640625 Penalty: 3729.767334
	Iteration 13Q: 3 clusters Score -165347.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -165380.140625 Penalty: 3729.767334
	Iteration 14Q: 3 clusters Score -165380.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -165396.984375 Penalty: 3729.767334
	Iteration 15Q: 3 clusters Score -165397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -165400.578125 Penalty: 3729.767334
	Iteration 16Q: 3 clusters Score -165400.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -165405.218750 Penalty: 3729.767334
	Iteration 17Q: 3 clusters Score -165405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -165407.937500 Penalty: 3729.767334
	Iteration 18Q: 3 clusters Score -165407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -165409.968750 Penalty: 3729.767334
	Iteration 19Q: 3 clusters Score -165410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -165411.609375 Penalty: 3729.767334
	Iteration 20F: 3 clusters Score -165411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -165412.187500 Penalty: 3729.767334
	Iteration 21Q: 3 clusters Score -165412.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -165412.187500 Penalty: 3729.767334
	Iteration 22F: 3 clusters Score -165412.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Entering Unmasked Estep 
Score: -3886556.250000 Penalty: 2614.218018
	Iteration 0F: 2 clusters Score -3886556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3861022.000000 Penalty: 5228.436035
	Iteration 0F: 3 clusters Score -3861022 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3870276.250000 Penalty: 5228.436035
	Iteration 1F: 3 clusters Score -3870276 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3870794.500000 Penalty: 5228.436035
	Iteration 2Q: 3 clusters Score -3870794 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3871393.500000 Penalty: 5228.436035
	Iteration 3Q: 3 clusters Score -3871394 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3872142.500000 Penalty: 5228.436035
	Iteration 4Q: 3 clusters Score -3872142 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3873190.250000 Penalty: 5228.436035
	Iteration 5F: 3 clusters Score -3873190 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3874773.250000 Penalty: 5228.436035
	Iteration 6F: 3 clusters Score -3874773 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3877026.250000 Penalty: 5228.436035
	Iteration 7F: 3 clusters Score -3877026 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -3879738.500000 Penalty: 5228.436035
	Iteration 8F: 3 clusters Score -3879738 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -3881882.000000 Penalty: 5228.436035
	Iteration 9F: 3 clusters Score -3881882 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -3883185.750000 Penalty: 5228.436035
	Iteration 10Q: 3 clusters Score -3883186 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -3883783.250000 Penalty: 5228.436035
	Iteration 11Q: 3 clusters Score -3883783 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -3883985.500000 Penalty: 5228.436035
	Iteration 12Q: 3 clusters Score -3883986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -3884110.250000 Penalty: 5228.436035
	Iteration 13Q: 3 clusters Score -3884110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -3884171.750000 Penalty: 5228.436035
	Iteration 14Q: 3 clusters Score -3884172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -3884218.500000 Penalty: 5228.436035
	Iteration 15Q: 3 clusters Score -3884218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -3884248.250000 Penalty: 5228.436035
	Iteration 16Q: 3 clusters Score -3884248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -3884251.250000 Penalty: 5228.436035
	Iteration 17Q: 3 clusters Score -3884251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -3884257.500000 Penalty: 5228.436035
	Iteration 18Q: 3 clusters Score -3884258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -3884254.500000 Penalty: 5228.436035
	Iteration 19Q: 3 clusters Score -3884254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -3884259.750000 Penalty: 5228.436035
	Iteration 20F: 3 clusters Score -3884260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -3884262.750000 Penalty: 5228.436035
	Iteration 21Q: 3 clusters Score -3884263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -3884264.250000 Penalty: 5228.436035
	Iteration 22Q: 3 clusters Score -3884264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -3884268.500000 Penalty: 5228.436035
	Iteration 23Q: 3 clusters Score -3884268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3884269.500000 Penalty: 5228.436035
	Iteration 24Q: 3 clusters Score -3884270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -3884269.750000 Penalty: 5228.436035
	Iteration 25Q: 3 clusters Score -3884270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -3884274.250000 Penalty: 5228.436035
	Iteration 26Q: 3 clusters Score -3884274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -3884276.500000 Penalty: 5228.436035
	Iteration 27Q: 3 clusters Score -3884276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -3884276.500000 Penalty: 5228.436035
	Iteration 28F: 3 clusters Score -3884276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (33673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Entering Unmasked Estep 
Score: -3587029.500000 Penalty: 2585.264160
	Iteration 0F: 2 clusters Score -3587030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3564031.500000 Penalty: 5170.528320
	Iteration 0F: 3 clusters Score -3564032 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3572484.750000 Penalty: 5170.528320
	Iteration 1F: 3 clusters Score -3572485 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3573040.750000 Penalty: 5170.528320
	Iteration 2Q: 3 clusters Score -3573041 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3573611.250000 Penalty: 5170.528320
	Iteration 3Q: 3 clusters Score -3573611 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3574255.750000 Penalty: 5170.528320
	Iteration 4Q: 3 clusters Score -3574256 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3575081.250000 Penalty: 5170.528320
	Iteration 5Q: 3 clusters Score -3575081 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3576139.000000 Penalty: 5170.528320
	Iteration 6F: 3 clusters Score -3576139 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3577540.500000 Penalty: 5170.528320
	Iteration 7F: 3 clusters Score -3577540 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3579223.750000 Penalty: 5170.528320
	Iteration 8F: 3 clusters Score -3579224 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3580769.750000 Penalty: 5170.528320
	Iteration 9F: 3 clusters Score -3580770 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3581664.500000 Penalty: 5170.528320
	Iteration 10Q: 3 clusters Score -3581664 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3582126.750000 Penalty: 5170.528320
	Iteration 11Q: 3 clusters Score -3582127 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -3582375.250000 Penalty: 5170.528320
	Iteration 12Q: 3 clusters Score -3582375 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3582546.250000 Penalty: 5170.528320
	Iteration 13Q: 3 clusters Score -3582546 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3582673.750000 Penalty: 5170.528320
	Iteration 14Q: 3 clusters Score -3582674 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3582782.750000 Penalty: 5170.528320
	Iteration 15Q: 3 clusters Score -3582783 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3582882.750000 Penalty: 5170.528320
	Iteration 16Q: 3 clusters Score -3582883 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3582956.750000 Penalty: 5170.528320
	Iteration 17Q: 3 clusters Score -3582957 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3583060.750000 Penalty: 5170.528320
	Iteration 18Q: 3 clusters Score -3583061 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3583100.000000 Penalty: 5170.528320
	Iteration 19Q: 3 clusters Score -3583100 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3583168.000000 Penalty: 5170.528320
	Iteration 20F: 3 clusters Score -3583168 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3583238.500000 Penalty: 5170.528320
	Iteration 21Q: 3 clusters Score -3583238 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3583298.000000 Penalty: 5170.528320
	Iteration 22Q: 3 clusters Score -3583298 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3583344.000000 Penalty: 5170.528320
	Iteration 23Q: 3 clusters Score -3583344 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3583395.750000 Penalty: 5170.528320
	Iteration 24Q: 3 clusters Score -3583396 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3583470.000000 Penalty: 5170.528320
	Iteration 25Q: 3 clusters Score -3583470 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3583515.500000 Penalty: 5170.528320
	Iteration 26Q: 3 clusters Score -3583516 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3583579.500000 Penalty: 5170.528320
	Iteration 27Q: 3 clusters Score -3583580 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3583629.750000 Penalty: 5170.528320
	Iteration 28Q: 3 clusters Score -3583630 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3583703.250000 Penalty: 5170.528320
	Iteration 29Q: 3 clusters Score -3583703 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -3583770.000000 Penalty: 5170.528320
	Iteration 30Q: 3 clusters Score -3583770 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3583849.750000 Penalty: 5170.528320
	Iteration 31Q: 3 clusters Score -3583850 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3583917.250000 Penalty: 5170.528320
	Iteration 32Q: 3 clusters Score -3583917 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3583984.250000 Penalty: 5170.528320
	Iteration 33Q: 3 clusters Score -3583984 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3584049.000000 Penalty: 5170.528320
	Iteration 34Q: 3 clusters Score -3584049 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3584110.250000 Penalty: 5170.528320
	Iteration 35Q: 3 clusters Score -3584110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -3584164.500000 Penalty: 5170.528320
	Iteration 36Q: 3 clusters Score -3584164 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -3584222.500000 Penalty: 5170.528320
	Iteration 37Q: 3 clusters Score -3584222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -3584277.250000 Penalty: 5170.528320
	Iteration 38Q: 3 clusters Score -3584277 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3584333.750000 Penalty: 5170.528320
	Iteration 39Q: 3 clusters Score -3584334 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -3584398.750000 Penalty: 5170.528320
	Iteration 40F: 3 clusters Score -3584399 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -3584454.750000 Penalty: 5170.528320
	Iteration 41Q: 3 clusters Score -3584455 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3584509.750000 Penalty: 5170.528320
	Iteration 42Q: 3 clusters Score -3584510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3584544.500000 Penalty: 5170.528320
	Iteration 43Q: 3 clusters Score -3584544 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3584588.000000 Penalty: 5170.528320
	Iteration 44Q: 3 clusters Score -3584588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -3584625.000000 Penalty: 5170.528320
	Iteration 45Q: 3 clusters Score -3584625 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -3584671.250000 Penalty: 5170.528320
	Iteration 46Q: 3 clusters Score -3584671 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -3584699.750000 Penalty: 5170.528320
	Iteration 47Q: 3 clusters Score -3584700 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3584728.000000 Penalty: 5170.528320
	Iteration 48Q: 3 clusters Score -3584728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3584754.750000 Penalty: 5170.528320
	Iteration 49Q: 3 clusters Score -3584755 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -3584777.250000 Penalty: 5170.528320
	Iteration 50Q: 3 clusters Score -3584777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3584796.750000 Penalty: 5170.528320
	Iteration 51Q: 3 clusters Score -3584797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -3584803.250000 Penalty: 5170.528320
	Iteration 52Q: 3 clusters Score -3584803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -3584838.000000 Penalty: 5170.528320
	Iteration 53Q: 3 clusters Score -3584838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3584861.500000 Penalty: 5170.528320
	Iteration 54Q: 3 clusters Score -3584862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -3584868.750000 Penalty: 5170.528320
	Iteration 55Q: 3 clusters Score -3584869 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -3584882.000000 Penalty: 5170.528320
	Iteration 56Q: 3 clusters Score -3584882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -3584895.500000 Penalty: 5170.528320
	Iteration 57Q: 3 clusters Score -3584896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3584893.500000 Penalty: 5170.528320
	Iteration 58Q: 3 clusters Score -3584894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3584900.000000 Penalty: 5170.528320
	Iteration 59Q: 3 clusters Score -3584900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3584912.500000 Penalty: 5170.528320
	Iteration 60F: 3 clusters Score -3584912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -3584908.250000 Penalty: 5170.528320
	Iteration 61Q: 3 clusters Score -3584908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3584922.750000 Penalty: 5170.528320
	Iteration 62Q: 3 clusters Score -3584923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3584926.000000 Penalty: 5170.528320
	Iteration 63Q: 3 clusters Score -3584926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -3584938.000000 Penalty: 5170.528320
	Iteration 64Q: 3 clusters Score -3584938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3584946.250000 Penalty: 5170.528320
	Iteration 65Q: 3 clusters Score -3584946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3584947.000000 Penalty: 5170.528320
	Iteration 66Q: 3 clusters Score -3584947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -3584948.250000 Penalty: 5170.528320
	Iteration 67Q: 3 clusters Score -3584948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -3584953.000000 Penalty: 5170.528320
	Iteration 68Q: 3 clusters Score -3584953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -3584952.250000 Penalty: 5170.528320
	Iteration 69Q: 3 clusters Score -3584952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -3584950.000000 Penalty: 5170.528320
	Iteration 70Q: 3 clusters Score -3584950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3584949.000000 Penalty: 5170.528320
	Iteration 71Q: 3 clusters Score -3584949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -3584950.750000 Penalty: 5170.528320
	Iteration 72Q: 3 clusters Score -3584951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -3584953.500000 Penalty: 5170.528320
	Iteration 73Q: 3 clusters Score -3584954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3584954.500000 Penalty: 5170.528320
	Iteration 74Q: 3 clusters Score -3584954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -3584955.000000 Penalty: 5170.528320
	Iteration 75Q: 3 clusters Score -3584955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -3584955.000000 Penalty: 5170.528320
	Iteration 76F: 3 clusters Score -3584955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Entering Unmasked Estep 
Score: -2265439.750000 Penalty: 2471.624512
	Iteration 0F: 2 clusters Score -2265440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2250457.000000 Penalty: 4943.249023
	Iteration 0F: 3 clusters Score -2250457 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2255574.250000 Penalty: 4943.249023
	Iteration 1F: 3 clusters Score -2255574 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2255932.000000 Penalty: 4943.249023
	Iteration 2F: 3 clusters Score -2255932 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2256234.000000 Penalty: 4943.249023
	Iteration 3Q: 3 clusters Score -2256234 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2256497.250000 Penalty: 4943.249023
	Iteration 4Q: 3 clusters Score -2256497 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2256748.750000 Penalty: 4943.249023
	Iteration 5Q: 3 clusters Score -2256749 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2257062.750000 Penalty: 4943.249023
	Iteration 6Q: 3 clusters Score -2257063 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2257489.250000 Penalty: 4943.249023
	Iteration 7Q: 3 clusters Score -2257489 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2258013.250000 Penalty: 4943.249023
	Iteration 8Q: 3 clusters Score -2258013 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2258692.250000 Penalty: 4943.249023
	Iteration 9F: 3 clusters Score -2258692 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2259654.000000 Penalty: 4943.249023
	Iteration 10F: 3 clusters Score -2259654 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2260803.250000 Penalty: 4943.249023
	Iteration 11F: 3 clusters Score -2260803 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2261905.250000 Penalty: 4943.249023
	Iteration 12F: 3 clusters Score -2261905 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2262711.500000 Penalty: 4943.249023
	Iteration 13Q: 3 clusters Score -2262712 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2263180.250000 Penalty: 4943.249023
	Iteration 14Q: 3 clusters Score -2263180 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2263436.750000 Penalty: 4943.249023
	Iteration 15Q: 3 clusters Score -2263437 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2263577.250000 Penalty: 4943.249023
	Iteration 16Q: 3 clusters Score -2263577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2263654.750000 Penalty: 4943.249023
	Iteration 17Q: 3 clusters Score -2263655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2263703.250000 Penalty: 4943.249023
	Iteration 18Q: 3 clusters Score -2263703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2263746.500000 Penalty: 4943.249023
	Iteration 19Q: 3 clusters Score -2263746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2263764.750000 Penalty: 4943.249023
	Iteration 20F: 3 clusters Score -2263765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2263774.750000 Penalty: 4943.249023
	Iteration 21Q: 3 clusters Score -2263775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2263779.750000 Penalty: 4943.249023
	Iteration 22Q: 3 clusters Score -2263780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2263778.750000 Penalty: 4943.249023
	Iteration 23Q: 3 clusters Score -2263779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2263782.500000 Penalty: 4943.249023
	Iteration 24Q: 3 clusters Score -2263782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2263782.500000 Penalty: 4943.249023
	Iteration 25F: 3 clusters Score -2263782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168507 members 
Entering Unmasked Estep 
Score: -17604024.000000 Penalty: 2984.613770
	Iteration 0F: 2 clusters Score -1.760402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -17496042.000000 Penalty: 5969.227539
	Iteration 0F: 3 clusters Score -1.749604e+07 nChanged 80964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -17543268.000000 Penalty: 5969.227539
	Iteration 1F: 3 clusters Score -1.754327e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -17545236.000000 Penalty: 5969.227539
	Iteration 2Q: 3 clusters Score -1.754524e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100085 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -17548520.000000 Penalty: 5969.227539
	Iteration 3Q: 3 clusters Score -1.754852e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109051 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -17554248.000000 Penalty: 5969.227539
	Iteration 4F: 3 clusters Score -1.755425e+07 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121124 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -17563254.000000 Penalty: 5969.227539
	Iteration 5F: 3 clusters Score -1.756325e+07 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -17575080.000000 Penalty: 5969.227539
	Iteration 6F: 3 clusters Score -1.757508e+07 nChanged 13108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147829 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -17586058.000000 Penalty: 5969.227539
	Iteration 7F: 3 clusters Score -1.758606e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156284 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -17593874.000000 Penalty: 5969.227539
	Iteration 8F: 3 clusters Score -1.759387e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160695 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -17597974.000000 Penalty: 5969.227539
	Iteration 9Q: 3 clusters Score -1.759797e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162841 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -17599724.000000 Penalty: 5969.227539
	Iteration 10Q: 3 clusters Score -1.759972e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164031 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -17600682.000000 Penalty: 5969.227539
	Iteration 11Q: 3 clusters Score -1.760068e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164737 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -17601108.000000 Penalty: 5969.227539
	Iteration 12Q: 3 clusters Score -1.760111e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165244 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -17601366.000000 Penalty: 5969.227539
	Iteration 13Q: 3 clusters Score -1.760137e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165603 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17601554.000000 Penalty: 5969.227539
	Iteration 14Q: 3 clusters Score -1.760155e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165864 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -17601644.000000 Penalty: 5969.227539
	Iteration 15Q: 3 clusters Score -1.760164e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -17601716.000000 Penalty: 5969.227539
	Iteration 16Q: 3 clusters Score -1.760172e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166272 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -17601786.000000 Penalty: 5969.227539
	Iteration 17Q: 3 clusters Score -1.760179e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -17601840.000000 Penalty: 5969.227539
	Iteration 18Q: 3 clusters Score -1.760184e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166523 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -17601856.000000 Penalty: 5969.227539
	Iteration 19Q: 3 clusters Score -1.760186e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166590 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17601900.000000 Penalty: 5969.227539
	Iteration 20F: 3 clusters Score -1.76019e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166652 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -17601932.000000 Penalty: 5969.227539
	Iteration 21Q: 3 clusters Score -1.760193e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -17601946.000000 Penalty: 5969.227539
	Iteration 22Q: 3 clusters Score -1.760195e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -17601942.000000 Penalty: 5969.227539
	Iteration 23Q: 3 clusters Score -1.760194e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166819 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -17601950.000000 Penalty: 5969.227539
	Iteration 24Q: 3 clusters Score -1.760195e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -17601992.000000 Penalty: 5969.227539
	Iteration 25Q: 3 clusters Score -1.760199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166897 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -17602014.000000 Penalty: 5969.227539
	Iteration 26Q: 3 clusters Score -1.760201e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166930 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -17602048.000000 Penalty: 5969.227539
	Iteration 27Q: 3 clusters Score -1.760205e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -17602068.000000 Penalty: 5969.227539
	Iteration 28Q: 3 clusters Score -1.760207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -17602074.000000 Penalty: 5969.227539
	Iteration 29Q: 3 clusters Score -1.760207e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167002 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -17602058.000000 Penalty: 5969.227539
	Iteration 30Q: 3 clusters Score -1.760206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167012 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -17602066.000000 Penalty: 5969.227539
	Iteration 31Q: 3 clusters Score -1.760207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -17602070.000000 Penalty: 5969.227539
	Iteration 32Q: 3 clusters Score -1.760207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167030 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -17602078.000000 Penalty: 5969.227539
	Iteration 33Q: 3 clusters Score -1.760208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167035 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -17602080.000000 Penalty: 5969.227539
	Iteration 34Q: 3 clusters Score -1.760208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167041 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -17602078.000000 Penalty: 5969.227539
	Iteration 35Q: 3 clusters Score -1.760208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167047 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -17602076.000000 Penalty: 5969.227539
	Iteration 36Q: 3 clusters Score -1.760208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167051 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -17602082.000000 Penalty: 5969.227539
	Iteration 37Q: 3 clusters Score -1.760208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -17602088.000000 Penalty: 5969.227539
	Iteration 38Q: 3 clusters Score -1.760209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167056 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17602086.000000 Penalty: 5969.227539
	Iteration 39Q: 3 clusters Score -1.760209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167057 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -17602090.000000 Penalty: 5969.227539
	Iteration 40F: 3 clusters Score -1.760209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Entering Unmasked Estep 
Score: -2727179.500000 Penalty: 2517.876221
	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 12789 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2709433.750000 Penalty: 5035.752441
	Iteration 0F: 3 clusters Score -2709434 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2715727.500000 Penalty: 5035.752441
	Iteration 1F: 3 clusters Score -2715728 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2716390.750000 Penalty: 5035.752441
	Iteration 2F: 3 clusters Score -2716391 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2717073.750000 Penalty: 5035.752441
	Iteration 3F: 3 clusters Score -2717074 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2717740.000000 Penalty: 5035.752441
	Iteration 4F: 3 clusters Score -2717740 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2718404.500000 Penalty: 5035.752441
	Iteration 5F: 3 clusters Score -2718404 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2719180.500000 Penalty: 5035.752441
	Iteration 6F: 3 clusters Score -2719180 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2720050.500000 Penalty: 5035.752441
	Iteration 7F: 3 clusters Score -2720050 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2720984.500000 Penalty: 5035.752441
	Iteration 8F: 3 clusters Score -2720984 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2721976.750000 Penalty: 5035.752441
	Iteration 9F: 3 clusters Score -2721977 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2722728.500000 Penalty: 5035.752441
	Iteration 10Q: 3 clusters Score -2722728 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2723156.000000 Penalty: 5035.752441
	Iteration 11Q: 3 clusters Score -2723156 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2723414.500000 Penalty: 5035.752441
	Iteration 12Q: 3 clusters Score -2723414 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2723591.500000 Penalty: 5035.752441
	Iteration 13Q: 3 clusters Score -2723592 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2723738.250000 Penalty: 5035.752441
	Iteration 14Q: 3 clusters Score -2723738 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2723879.000000 Penalty: 5035.752441
	Iteration 15Q: 3 clusters Score -2723879 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2723998.750000 Penalty: 5035.752441
	Iteration 16Q: 3 clusters Score -2723999 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2724097.500000 Penalty: 5035.752441
	Iteration 17Q: 3 clusters Score -2724098 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2724185.750000 Penalty: 5035.752441
	Iteration 18Q: 3 clusters Score -2724186 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2724267.250000 Penalty: 5035.752441
	Iteration 19Q: 3 clusters Score -2724267 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2724359.750000 Penalty: 5035.752441
	Iteration 20F: 3 clusters Score -2724360 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2724433.250000 Penalty: 5035.752441
	Iteration 21Q: 3 clusters Score -2724433 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2724503.500000 Penalty: 5035.752441
	Iteration 22Q: 3 clusters Score -2724504 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2724571.750000 Penalty: 5035.752441
	Iteration 23Q: 3 clusters Score -2724572 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2724642.500000 Penalty: 5035.752441
	Iteration 24Q: 3 clusters Score -2724642 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2724712.250000 Penalty: 5035.752441
	Iteration 25Q: 3 clusters Score -2724712 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2724801.250000 Penalty: 5035.752441
	Iteration 26Q: 3 clusters Score -2724801 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2724851.250000 Penalty: 5035.752441
	Iteration 27Q: 3 clusters Score -2724851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2724919.000000 Penalty: 5035.752441
	Iteration 28Q: 3 clusters Score -2724919 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2724968.250000 Penalty: 5035.752441
	Iteration 29Q: 3 clusters Score -2724968 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2725008.250000 Penalty: 5035.752441
	Iteration 30Q: 3 clusters Score -2725008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2725052.000000 Penalty: 5035.752441
	Iteration 31Q: 3 clusters Score -2725052 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2725087.500000 Penalty: 5035.752441
	Iteration 32Q: 3 clusters Score -2725088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2725126.750000 Penalty: 5035.752441
	Iteration 33Q: 3 clusters Score -2725127 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2725163.250000 Penalty: 5035.752441
	Iteration 34Q: 3 clusters Score -2725163 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2725205.250000 Penalty: 5035.752441
	Iteration 35Q: 3 clusters Score -2725205 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2725228.250000 Penalty: 5035.752441
	Iteration 36Q: 3 clusters Score -2725228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2725257.250000 Penalty: 5035.752441
	Iteration 37Q: 3 clusters Score -2725257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2725273.250000 Penalty: 5035.752441
	Iteration 38Q: 3 clusters Score -2725273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2725301.750000 Penalty: 5035.752441
	Iteration 39Q: 3 clusters Score -2725302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2725330.750000 Penalty: 5035.752441
	Iteration 40F: 3 clusters Score -2725331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2725353.250000 Penalty: 5035.752441
	Iteration 41Q: 3 clusters Score -2725353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2725374.500000 Penalty: 5035.752441
	Iteration 42Q: 3 clusters Score -2725374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2725377.750000 Penalty: 5035.752441
	Iteration 43Q: 3 clusters Score -2725378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2725390.250000 Penalty: 5035.752441
	Iteration 44Q: 3 clusters Score -2725390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2725406.500000 Penalty: 5035.752441
	Iteration 45Q: 3 clusters Score -2725406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2725421.250000 Penalty: 5035.752441
	Iteration 46Q: 3 clusters Score -2725421 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2725450.750000 Penalty: 5035.752441
	Iteration 47Q: 3 clusters Score -2725451 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2725471.000000 Penalty: 5035.752441
	Iteration 48Q: 3 clusters Score -2725471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2725479.250000 Penalty: 5035.752441
	Iteration 49Q: 3 clusters Score -2725479 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2725507.000000 Penalty: 5035.752441
	Iteration 50Q: 3 clusters Score -2725507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2725529.250000 Penalty: 5035.752441
	Iteration 51Q: 3 clusters Score -2725529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2725551.750000 Penalty: 5035.752441
	Iteration 52Q: 3 clusters Score -2725552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2725565.000000 Penalty: 5035.752441
	Iteration 53Q: 3 clusters Score -2725565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2725578.250000 Penalty: 5035.752441
	Iteration 54Q: 3 clusters Score -2725578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2725600.000000 Penalty: 5035.752441
	Iteration 55Q: 3 clusters Score -2725600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2725614.250000 Penalty: 5035.752441
	Iteration 56Q: 3 clusters Score -2725614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2725624.250000 Penalty: 5035.752441
	Iteration 57Q: 3 clusters Score -2725624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2725628.500000 Penalty: 5035.752441
	Iteration 58Q: 3 clusters Score -2725628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2725642.750000 Penalty: 5035.752441
	Iteration 59Q: 3 clusters Score -2725643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2725651.750000 Penalty: 5035.752441
	Iteration 60F: 3 clusters Score -2725652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2725662.000000 Penalty: 5035.752441
	Iteration 61Q: 3 clusters Score -2725662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2725686.250000 Penalty: 5035.752441
	Iteration 62Q: 3 clusters Score -2725686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2725694.250000 Penalty: 5035.752441
	Iteration 63Q: 3 clusters Score -2725694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2725701.250000 Penalty: 5035.752441
	Iteration 64Q: 3 clusters Score -2725701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2725711.000000 Penalty: 5035.752441
	Iteration 65Q: 3 clusters Score -2725711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2725719.000000 Penalty: 5035.752441
	Iteration 66Q: 3 clusters Score -2725719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2725728.250000 Penalty: 5035.752441
	Iteration 67Q: 3 clusters Score -2725728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2725746.000000 Penalty: 5035.752441
	Iteration 68Q: 3 clusters Score -2725746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2725762.000000 Penalty: 5035.752441
	Iteration 69Q: 3 clusters Score -2725762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2725767.750000 Penalty: 5035.752441
	Iteration 70Q: 3 clusters Score -2725768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2725771.000000 Penalty: 5035.752441
	Iteration 71Q: 3 clusters Score -2725771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2725779.000000 Penalty: 5035.752441
	Iteration 72Q: 3 clusters Score -2725779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2725786.500000 Penalty: 5035.752441
	Iteration 73Q: 3 clusters Score -2725786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2725799.000000 Penalty: 5035.752441
	Iteration 74Q: 3 clusters Score -2725799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2725807.000000 Penalty: 5035.752441
	Iteration 75Q: 3 clusters Score -2725807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2725813.250000 Penalty: 5035.752441
	Iteration 76Q: 3 clusters Score -2725813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2725824.750000 Penalty: 5035.752441
	Iteration 77Q: 3 clusters Score -2725825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2725831.250000 Penalty: 5035.752441
	Iteration 78Q: 3 clusters Score -2725831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2725829.250000 Penalty: 5035.752441
	Iteration 79Q: 3 clusters Score -2725829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2725830.500000 Penalty: 5035.752441
	Iteration 80F: 3 clusters Score -2725830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2725830.750000 Penalty: 5035.752441
	Iteration 81Q: 3 clusters Score -2725831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2725837.250000 Penalty: 5035.752441
	Iteration 82Q: 3 clusters Score -2725837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2725834.500000 Penalty: 5035.752441
	Iteration 83Q: 3 clusters Score -2725834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2725842.500000 Penalty: 5035.752441
	Iteration 84Q: 3 clusters Score -2725842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2725841.500000 Penalty: 5035.752441
	Iteration 85Q: 3 clusters Score -2725842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2725843.000000 Penalty: 5035.752441
	Iteration 86Q: 3 clusters Score -2725843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2725845.250000 Penalty: 5035.752441
	Iteration 87Q: 3 clusters Score -2725845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2725841.750000 Penalty: 5035.752441
	Iteration 88Q: 3 clusters Score -2725842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2725841.750000 Penalty: 5035.752441
	Iteration 89F: 3 clusters Score -2725842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223790 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104615 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32845 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37843 members 
Mstep: Class 16 contains 33673 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168507 members 
Mstep: Class 20 contains 25661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064056.000000 Penalty: 43306.667969
Iteration 479Q: 14 clusters Score -7.006406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223790 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104621 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32844 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37843 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168502 members 
Mstep: Class 20 contains 25660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064032.000000 Penalty: 43306.667969
Iteration 480F: 14 clusters Score -7.006403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223785 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104634 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32842 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37843 members 
Mstep: Class 16 contains 33674 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 168497 members 
Mstep: Class 20 contains 25660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064064.000000 Penalty: 43306.667969
Iteration 481Q: 14 clusters Score -7.006406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223786 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104645 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32842 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33673 members 
Mstep: Class 17 contains 21294 members 
Mstep: Class 18 contains 168487 members 
Mstep: Class 20 contains 25660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064080.000000 Penalty: 43306.667969
Iteration 482Q: 14 clusters Score -7.006408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223781 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104662 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32843 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33672 members 
Mstep: Class 17 contains 21294 members 
Mstep: Class 18 contains 168475 members 
Mstep: Class 20 contains 25660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064136.000000 Penalty: 43306.667969
Iteration 483Q: 14 clusters Score -7.006414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223781 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104676 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32843 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 6679 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 33671 members 
Mstep: Class 17 contains 21294 members 
Mstep: Class 18 contains 168462 members 
Mstep: Class 20 contains 25659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064096.000000 Penalty: 43306.667969
Iteration 484Q: 14 clusters Score -7.00641e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223777 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104699 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32843 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 6679 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37841 members 
Mstep: Class 16 contains 33668 members 
Mstep: Class 17 contains 21293 members 
Mstep: Class 18 contains 168448 members 
Mstep: Class 20 contains 25659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064144.000000 Penalty: 43306.667969
Iteration 485Q: 14 clusters Score -7.006414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223777 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104713 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32843 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 6679 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37840 members 
Mstep: Class 16 contains 33668 members 
Mstep: Class 17 contains 21292 members 
Mstep: Class 18 contains 168437 members 
Mstep: Class 20 contains 25658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064112.000000 Penalty: 43306.667969
Iteration 486Q: 14 clusters Score -7.006411e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223780 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104726 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32843 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 6679 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37838 members 
Mstep: Class 16 contains 33667 members 
Mstep: Class 17 contains 21289 members 
Mstep: Class 18 contains 168426 members 
Mstep: Class 20 contains 25658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064096.000000 Penalty: 43306.667969
Iteration 487Q: 14 clusters Score -7.00641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223779 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104743 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32842 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 6680 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37837 members 
Mstep: Class 16 contains 33666 members 
Mstep: Class 17 contains 21286 members 
Mstep: Class 18 contains 168415 members 
Mstep: Class 20 contains 25658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064040.000000 Penalty: 43306.667969
Iteration 488Q: 14 clusters Score -7.006404e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223780 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104759 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6679 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37837 members 
Mstep: Class 16 contains 33665 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 168401 members 
Mstep: Class 20 contains 25657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064032.000000 Penalty: 43306.667969
Iteration 489Q: 14 clusters Score -7.006403e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223786 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104776 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37836 members 
Mstep: Class 16 contains 33665 members 
Mstep: Class 17 contains 21283 members 
Mstep: Class 18 contains 168383 members 
Mstep: Class 20 contains 25656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064032.000000 Penalty: 43306.667969
Iteration 490Q: 14 clusters Score -7.006403e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223783 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104792 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32840 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37835 members 
Mstep: Class 16 contains 33665 members 
Mstep: Class 17 contains 21284 members 
Mstep: Class 18 contains 168373 members 
Mstep: Class 20 contains 25656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064048.000000 Penalty: 43306.667969
Iteration 491Q: 14 clusters Score -7.006405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223783 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104811 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6673 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 15 contains 37834 members 
Mstep: Class 16 contains 33665 members 
Mstep: Class 17 contains 21283 members 
Mstep: Class 18 contains 168363 members 
Mstep: Class 20 contains 25654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064080.000000 Penalty: 43306.667969
Iteration 492Q: 14 clusters Score -7.006408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223782 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104829 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 15 contains 37834 members 
Mstep: Class 16 contains 33665 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 168349 members 
Mstep: Class 20 contains 25652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064056.000000 Penalty: 43306.667969
Iteration 493Q: 14 clusters Score -7.006406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223782 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104851 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32840 members 
Mstep: Class 8 contains 14327 members 
Mstep: Class 9 contains 6668 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 15 contains 37833 members 
Mstep: Class 16 contains 33664 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 168329 members 
Mstep: Class 20 contains 25652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064144.000000 Penalty: 43306.667969
Iteration 494Q: 14 clusters Score -7.006414e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223775 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104874 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 14329 members 
Mstep: Class 9 contains 6667 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 15 contains 37833 members 
Mstep: Class 16 contains 33663 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 168313 members 
Mstep: Class 20 contains 25651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064088.000000 Penalty: 43306.667969
Iteration 495Q: 14 clusters Score -7.006409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223778 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104894 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 14329 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 15 contains 37833 members 
Mstep: Class 16 contains 33663 members 
Mstep: Class 17 contains 21284 members 
Mstep: Class 18 contains 168292 members 
Mstep: Class 20 contains 25651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064144.000000 Penalty: 43306.667969
Iteration 496Q: 14 clusters Score -7.006414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223777 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104911 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 14328 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 15 contains 37833 members 
Mstep: Class 16 contains 33662 members 
Mstep: Class 17 contains 21283 members 
Mstep: Class 18 contains 168278 members 
Mstep: Class 20 contains 25652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064120.000000 Penalty: 43306.667969
Iteration 497Q: 14 clusters Score -7.006412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223777 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104930 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 14326 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 15 contains 37833 members 
Mstep: Class 16 contains 33661 members 
Mstep: Class 17 contains 21282 members 
Mstep: Class 18 contains 168262 members 
Mstep: Class 20 contains 25653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064112.000000 Penalty: 43306.667969
Iteration 498Q: 14 clusters Score -7.006411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223781 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104940 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 14325 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 15 contains 37833 members 
Mstep: Class 16 contains 33661 members 
Mstep: Class 17 contains 21281 members 
Mstep: Class 18 contains 168251 members 
Mstep: Class 20 contains 25652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064104.000000 Penalty: 43306.667969
Iteration 499Q: 14 clusters Score -7.00641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 223784 members 
Mstep: Class 2 contains 837 members 
Mstep: Class 3 contains 104950 members 
Mstep: Class 4 contains 9952 members 
Mstep: Class 7 contains 32841 members 
Mstep: Class 8 contains 14324 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 1843 members 
Mstep: Class 15 contains 37833 members 
Mstep: Class 16 contains 33663 members 
Mstep: Class 17 contains 21280 members 
Mstep: Class 18 contains 168239 members 
Mstep: Class 20 contains 25651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064104.000000 Penalty: 43306.667969
Iteration 500F: 14 clusters Score -7.00641e+07 nChanged 26
Maximum iterations exceeded
--- Evaluating fit on full set of 2045601 points ---
Entering Unmasked Estep 
Score: -210297936.000000 Penalty: 46848.597656
21->14 Clusters: Score -210297936.000000, best is -210263584.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 681867 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 32505 members 
Mstep: Class 3 contains 32446 members 
Mstep: Class 4 contains 32388 members 
Mstep: Class 5 contains 32254 members 
Mstep: Class 6 contains 32423 members 
Mstep: Class 7 contains 32572 members 
Mstep: Class 8 contains 32432 members 
Mstep: Class 9 contains 32572 members 
Mstep: Class 10 contains 32349 members 
Mstep: Class 11 contains 32430 members 
Mstep: Class 12 contains 32239 members 
Mstep: Class 13 contains 32712 members 
Mstep: Class 14 contains 32388 members 
Mstep: Class 15 contains 32442 members 
Mstep: Class 16 contains 32772 members 
Mstep: Class 17 contains 32548 members 
Mstep: Class 18 contains 32609 members 
Mstep: Class 19 contains 32377 members 
Mstep: Class 20 contains 32259 members 
Mstep: Class 21 contains 32729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 361.338135 but Gain 3331.289062
Score: -67055452.000000 Penalty: 66625.640625
Iteration 0F: 21 clusters Score -6.705545e+07 nChanged 644505
Entering Unmasked Mstep 
Mstep: Class 0 contains 2028 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 26940 members 
Mstep: Class 3 contains 54622 members 
Mstep: Class 4 contains 43463 members 
Mstep: Class 5 contains 75637 members 
Mstep: Class 6 contains 27081 members 
Mstep: Class 7 contains 21420 members 
Mstep: Class 8 contains 41203 members 
Mstep: Class 9 contains 14029 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 67108 members 
Mstep: Class 12 contains 9864 members 
Mstep: Class 14 contains 18104 members 
Mstep: Class 15 contains 99980 members 
Mstep: Class 16 contains 43936 members 
Mstep: Class 17 contains 8312 members 
Mstep: Class 18 contains 41789 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 9084 members 
Mstep: Class 21 contains 13016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69036440.000000 Penalty: 66625.640625
Iteration 1F: 21 clusters Score -6.903644e+07 nChanged 205068
Entering Unmasked Mstep 
Mstep: Class 0 contains 1931 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 22806 members 
Mstep: Class 3 contains 59809 members 
Mstep: Class 4 contains 52740 members 
Mstep: Class 5 contains 68173 members 
Mstep: Class 6 contains 18759 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 39378 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 9936 members 
Mstep: Class 11 contains 70527 members 
Mstep: Class 12 contains 5746 members 
Mstep: Class 14 contains 16121 members 
Mstep: Class 15 contains 150807 members 
Mstep: Class 16 contains 41555 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 38212 members 
Mstep: Class 19 contains 9036 members 
Mstep: Class 20 contains 4967 members 
Mstep: Class 21 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2814.831543 but Gain 3331.277344
Score: -69345896.000000 Penalty: 63294.363281
Iteration 2F: 20 clusters Score -6.93459e+07 nChanged 166791
Entering Unmasked Mstep 
Mstep: Class 0 contains 994 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 15189 members 
Mstep: Class 3 contains 57345 members 
Mstep: Class 4 contains 52768 members 
Mstep: Class 5 contains 60872 members 
Mstep: Class 6 contains 11575 members 
Mstep: Class 7 contains 7770 members 
Mstep: Class 8 contains 31821 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 8364 members 
Mstep: Class 11 contains 72932 members 
Mstep: Class 14 contains 18662 members 
Mstep: Class 15 contains 221547 members 
Mstep: Class 16 contains 34306 members 
Mstep: Class 17 contains 2021 members 
Mstep: Class 18 contains 32040 members 
Mstep: Class 19 contains 6617 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 10976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2398.026611 but Gain 3331.285156
Score: -69577704.000000 Penalty: 59963.078125
Iteration 3F: 19 clusters Score -6.95777e+07 nChanged 135959
Entering Unmasked Mstep 
Mstep: Class 0 contains 386 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 8684 members 
Mstep: Class 3 contains 48907 members 
Mstep: Class 4 contains 46512 members 
Mstep: Class 5 contains 58742 members 
Mstep: Class 6 contains 7436 members 
Mstep: Class 7 contains 3693 members 
Mstep: Class 8 contains 22752 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 6573 members 
Mstep: Class 11 contains 71148 members 
Mstep: Class 14 contains 21077 members 
Mstep: Class 15 contains 289492 members 
Mstep: Class 16 contains 25165 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 24632 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 21 contains 12603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1959.080322 but Gain 3331.281250
Score: -69696936.000000 Penalty: 56631.796875
Iteration 4F: 18 clusters Score -6.969694e+07 nChanged 98290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 5584 members 
Mstep: Class 3 contains 43174 members 
Mstep: Class 4 contains 43884 members 
Mstep: Class 5 contains 63818 members 
Mstep: Class 6 contains 5215 members 
Mstep: Class 8 contains 17035 members 
Mstep: Class 9 contains 1865 members 
Mstep: Class 10 contains 4737 members 
Mstep: Class 11 contains 73402 members 
Mstep: Class 14 contains 22307 members 
Mstep: Class 15 contains 317686 members 
Mstep: Class 16 contains 19251 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 6493 members 
Mstep: Class 21 contains 13413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69753032.000000 Penalty: 56631.796875
Iteration 5F: 18 clusters Score -6.975303e+07 nChanged 73811
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 38600 members 
Mstep: Class 4 contains 43397 members 
Mstep: Class 5 contains 72435 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 8 contains 12570 members 
Mstep: Class 9 contains 1863 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 80478 members 
Mstep: Class 14 contains 22267 members 
Mstep: Class 15 contains 323575 members 
Mstep: Class 16 contains 14997 members 
Mstep: Class 17 contains 861 members 
Mstep: Class 18 contains 15931 members 
Mstep: Class 19 contains 6711 members 
Mstep: Class 21 contains 13490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2276.840088 but Gain 3331.281250
Score: -69797296.000000 Penalty: 53300.515625
Iteration 6F: 17 clusters Score -6.97973e+07 nChanged 64296
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 34194 members 
Mstep: Class 4 contains 44189 members 
Mstep: Class 5 contains 83941 members 
Mstep: Class 8 contains 9215 members 
Mstep: Class 9 contains 1883 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 90952 members 
Mstep: Class 14 contains 21413 members 
Mstep: Class 15 contains 318842 members 
Mstep: Class 16 contains 12196 members 
Mstep: Class 17 contains 832 members 
Mstep: Class 18 contains 13239 members 
Mstep: Class 19 contains 6579 members 
Mstep: Class 21 contains 13750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2314.026123 but Gain 3331.281250
Score: -69842264.000000 Penalty: 49969.234375
Iteration 7F: 16 clusters Score -6.984226e+07 nChanged 55554
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 46253 members 
Mstep: Class 5 contains 96095 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 2133 members 
Mstep: Class 11 contains 102071 members 
Mstep: Class 14 contains 19807 members 
Mstep: Class 15 contains 308105 members 
Mstep: Class 16 contains 10450 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 6317 members 
Mstep: Class 21 contains 13498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69881560.000000 Penalty: 49969.234375
Iteration 8F: 16 clusters Score -6.988156e+07 nChanged 45698
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 3 contains 25705 members 
Mstep: Class 4 contains 48888 members 
Mstep: Class 5 contains 107794 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 1902 members 
Mstep: Class 10 contains 1814 members 
Mstep: Class 11 contains 112116 members 
Mstep: Class 14 contains 18315 members 
Mstep: Class 15 contains 293070 members 
Mstep: Class 16 contains 9441 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9884 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 21 contains 13429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69912136.000000 Penalty: 49969.234375
Iteration 9F: 16 clusters Score -6.991214e+07 nChanged 39528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 3 contains 21979 members 
Mstep: Class 4 contains 51878 members 
Mstep: Class 5 contains 119062 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 1903 members 
Mstep: Class 10 contains 1665 members 
Mstep: Class 11 contains 121000 members 
Mstep: Class 14 contains 17224 members 
Mstep: Class 15 contains 276568 members 
Mstep: Class 16 contains 9134 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9229 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 21 contains 13498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69936784.000000 Penalty: 49969.234375
Iteration 10F: 16 clusters Score -6.993678e+07 nChanged 34921
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 3 contains 18821 members 
Mstep: Class 4 contains 54863 members 
Mstep: Class 5 contains 129798 members 
Mstep: Class 8 contains 3332 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 1621 members 
Mstep: Class 11 contains 128831 members 
Mstep: Class 14 contains 16478 members 
Mstep: Class 15 contains 259603 members 
Mstep: Class 16 contains 9215 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 5618 members 
Mstep: Class 21 contains 13678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3226.641846 but Gain 3331.285156
Score: -69957792.000000 Penalty: 46637.949219
Iteration 11F: 15 clusters Score -6.995779e+07 nChanged 33580
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 3 contains 16118 members 
Mstep: Class 4 contains 57689 members 
Mstep: Class 5 contains 140364 members 
Mstep: Class 9 contains 1910 members 
Mstep: Class 10 contains 1661 members 
Mstep: Class 11 contains 136556 members 
Mstep: Class 14 contains 15930 members 
Mstep: Class 15 contains 243883 members 
Mstep: Class 16 contains 9691 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9257 members 
Mstep: Class 19 contains 5484 members 
Mstep: Class 21 contains 13942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69978624.000000 Penalty: 46637.949219
Iteration 12Q: 15 clusters Score -6.997862e+07 nChanged 27826
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 3 contains 13749 members 
Mstep: Class 4 contains 60043 members 
Mstep: Class 5 contains 150050 members 
Mstep: Class 9 contains 1908 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 142344 members 
Mstep: Class 14 contains 15635 members 
Mstep: Class 15 contains 227756 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 5371 members 
Mstep: Class 21 contains 14258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69994120.000000 Penalty: 46637.949219
Iteration 13Q: 15 clusters Score -6.999412e+07 nChanged 24298
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 3 contains 11606 members 
Mstep: Class 4 contains 61959 members 
Mstep: Class 5 contains 158879 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 147267 members 
Mstep: Class 14 contains 15485 members 
Mstep: Class 15 contains 213544 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9603 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 21 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70005432.000000 Penalty: 46637.949219
Iteration 14Q: 15 clusters Score -7.000543e+07 nChanged 21309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 3 contains 9761 members 
Mstep: Class 4 contains 63471 members 
Mstep: Class 5 contains 166974 members 
Mstep: Class 9 contains 1905 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 151306 members 
Mstep: Class 14 contains 15467 members 
Mstep: Class 15 contains 201102 members 
Mstep: Class 16 contains 11612 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9656 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 21 contains 14829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70014584.000000 Penalty: 46637.949219
Iteration 15Q: 15 clusters Score -7.001458e+07 nChanged 18197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 3 contains 8207 members 
Mstep: Class 4 contains 64383 members 
Mstep: Class 5 contains 174170 members 
Mstep: Class 9 contains 1903 members 
Mstep: Class 10 contains 1975 members 
Mstep: Class 11 contains 154412 members 
Mstep: Class 14 contains 15551 members 
Mstep: Class 15 contains 190680 members 
Mstep: Class 16 contains 12265 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9698 members 
Mstep: Class 19 contains 5073 members 
Mstep: Class 21 contains 15094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70019032.000000 Penalty: 46637.949219
Iteration 16Q: 15 clusters Score -7.001903e+07 nChanged 16978
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 3 contains 6845 members 
Mstep: Class 4 contains 65099 members 
Mstep: Class 5 contains 181312 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 157070 members 
Mstep: Class 14 contains 15666 members 
Mstep: Class 15 contains 180709 members 
Mstep: Class 16 contains 12974 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9689 members 
Mstep: Class 19 contains 5017 members 
Mstep: Class 21 contains 15316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70023304.000000 Penalty: 46637.949219
Iteration 17Q: 15 clusters Score -7.00233e+07 nChanged 16110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 4 contains 65693 members 
Mstep: Class 5 contains 188328 members 
Mstep: Class 9 contains 1897 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 159422 members 
Mstep: Class 14 contains 15810 members 
Mstep: Class 15 contains 171053 members 
Mstep: Class 16 contains 13646 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 21 contains 15495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70027632.000000 Penalty: 46637.949219
Iteration 18Q: 15 clusters Score -7.002763e+07 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 66090 members 
Mstep: Class 5 contains 194930 members 
Mstep: Class 9 contains 1897 members 
Mstep: Class 10 contains 2345 members 
Mstep: Class 11 contains 161219 members 
Mstep: Class 14 contains 16034 members 
Mstep: Class 15 contains 162353 members 
Mstep: Class 16 contains 14286 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9672 members 
Mstep: Class 19 contains 4900 members 
Mstep: Class 21 contains 15641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70030688.000000 Penalty: 46637.949219
Iteration 19Q: 15 clusters Score -7.003069e+07 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 66355 members 
Mstep: Class 5 contains 201486 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 2467 members 
Mstep: Class 11 contains 162555 members 
Mstep: Class 14 contains 16307 members 
Mstep: Class 15 contains 154042 members 
Mstep: Class 16 contains 14932 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9644 members 
Mstep: Class 19 contains 4853 members 
Mstep: Class 21 contains 15763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70033496.000000 Penalty: 46637.949219
Iteration 20F: 15 clusters Score -7.00335e+07 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 66592 members 
Mstep: Class 5 contains 207702 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 2587 members 
Mstep: Class 11 contains 163661 members 
Mstep: Class 14 contains 16611 members 
Mstep: Class 15 contains 146021 members 
Mstep: Class 16 contains 15570 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9673 members 
Mstep: Class 19 contains 4827 members 
Mstep: Class 21 contains 15885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3302.885742 but Gain 3331.281250
Score: -70034560.000000 Penalty: 43306.667969
Iteration 21Q: 14 clusters Score -7.003456e+07 nChanged 16912
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 4 contains 66971 members 
Mstep: Class 5 contains 214637 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 166060 members 
Mstep: Class 14 contains 16963 members 
Mstep: Class 15 contains 138245 members 
Mstep: Class 16 contains 16417 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9770 members 
Mstep: Class 19 contains 4786 members 
Mstep: Class 21 contains 16007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70039008.000000 Penalty: 43306.667969
Iteration 22Q: 14 clusters Score -7.003901e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 4 contains 67149 members 
Mstep: Class 5 contains 219194 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 2867 members 
Mstep: Class 11 contains 167408 members 
Mstep: Class 14 contains 17430 members 
Mstep: Class 15 contains 130786 members 
Mstep: Class 16 contains 17066 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 4782 members 
Mstep: Class 21 contains 16135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70039696.000000 Penalty: 43306.667969
Iteration 23Q: 14 clusters Score -7.00397e+07 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 4 contains 67409 members 
Mstep: Class 5 contains 222658 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 168857 members 
Mstep: Class 14 contains 17854 members 
Mstep: Class 15 contains 124321 members 
Mstep: Class 16 contains 17671 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 10065 members 
Mstep: Class 19 contains 4782 members 
Mstep: Class 21 contains 16225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70040120.000000 Penalty: 43306.667969
Iteration 24Q: 14 clusters Score -7.004012e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 4 contains 67663 members 
Mstep: Class 5 contains 224665 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 170460 members 
Mstep: Class 14 contains 18275 members 
Mstep: Class 15 contains 119233 members 
Mstep: Class 16 contains 18242 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 10245 members 
Mstep: Class 19 contains 4780 members 
Mstep: Class 21 contains 16281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70041056.000000 Penalty: 43306.667969
Iteration 25Q: 14 clusters Score -7.004106e+07 nChanged 12317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 4 contains 67930 members 
Mstep: Class 5 contains 225535 members 
Mstep: Class 9 contains 1896 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 11 contains 172260 members 
Mstep: Class 14 contains 18682 members 
Mstep: Class 15 contains 115194 members 
Mstep: Class 16 contains 18740 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 4777 members 
Mstep: Class 21 contains 16285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70041688.000000 Penalty: 43306.667969
Iteration 26Q: 14 clusters Score -7.004169e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 4 contains 68186 members 
Mstep: Class 5 contains 225262 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 3470 members 
Mstep: Class 11 contains 174251 members 
Mstep: Class 14 contains 19051 members 
Mstep: Class 15 contains 112178 members 
Mstep: Class 16 contains 19194 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 10588 members 
Mstep: Class 19 contains 4787 members 
Mstep: Class 21 contains 16281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70042752.000000 Penalty: 43306.667969
Iteration 27Q: 14 clusters Score -7.004275e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 4 contains 68406 members 
Mstep: Class 5 contains 224293 members 
Mstep: Class 9 contains 1897 members 
Mstep: Class 10 contains 3619 members 
Mstep: Class 11 contains 176415 members 
Mstep: Class 14 contains 19389 members 
Mstep: Class 15 contains 109865 members 
Mstep: Class 16 contains 19592 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 10774 members 
Mstep: Class 19 contains 4798 members 
Mstep: Class 21 contains 16237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70043720.000000 Penalty: 43306.667969
Iteration 28Q: 14 clusters Score -7.004372e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 4 contains 68635 members 
Mstep: Class 5 contains 222641 members 
Mstep: Class 9 contains 1897 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 178713 members 
Mstep: Class 14 contains 19697 members 
Mstep: Class 15 contains 108229 members 
Mstep: Class 16 contains 19951 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 10966 members 
Mstep: Class 19 contains 4811 members 
Mstep: Class 21 contains 16184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044160.000000 Penalty: 43306.667969
Iteration 29Q: 14 clusters Score -7.004416e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 4 contains 68847 members 
Mstep: Class 5 contains 220637 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 11 contains 181191 members 
Mstep: Class 14 contains 19999 members 
Mstep: Class 15 contains 106950 members 
Mstep: Class 16 contains 20267 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11107 members 
Mstep: Class 19 contains 4823 members 
Mstep: Class 21 contains 16063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70045000.000000 Penalty: 43306.667969
Iteration 30Q: 14 clusters Score -7.0045e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 4 contains 69022 members 
Mstep: Class 5 contains 218415 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 183751 members 
Mstep: Class 14 contains 20279 members 
Mstep: Class 15 contains 105988 members 
Mstep: Class 16 contains 20531 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11224 members 
Mstep: Class 19 contains 4837 members 
Mstep: Class 21 contains 15952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70045616.000000 Penalty: 43306.667969
Iteration 31Q: 14 clusters Score -7.004562e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 4 contains 69138 members 
Mstep: Class 5 contains 216260 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 11 contains 186273 members 
Mstep: Class 14 contains 20533 members 
Mstep: Class 15 contains 105164 members 
Mstep: Class 16 contains 20765 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11311 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 21 contains 15843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70046472.000000 Penalty: 43306.667969
Iteration 32Q: 14 clusters Score -7.004647e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 4 contains 69175 members 
Mstep: Class 5 contains 213985 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 4176 members 
Mstep: Class 11 contains 188819 members 
Mstep: Class 14 contains 20801 members 
Mstep: Class 15 contains 104548 members 
Mstep: Class 16 contains 20949 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11384 members 
Mstep: Class 19 contains 4865 members 
Mstep: Class 21 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70047520.000000 Penalty: 43306.667969
Iteration 33Q: 14 clusters Score -7.004752e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 4 contains 69162 members 
Mstep: Class 5 contains 211857 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 4265 members 
Mstep: Class 11 contains 191484 members 
Mstep: Class 14 contains 21070 members 
Mstep: Class 15 contains 103828 members 
Mstep: Class 16 contains 21089 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11438 members 
Mstep: Class 19 contains 4878 members 
Mstep: Class 21 contains 15589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048616.000000 Penalty: 43306.667969
Iteration 34Q: 14 clusters Score -7.004862e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 4 contains 69062 members 
Mstep: Class 5 contains 209855 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 194170 members 
Mstep: Class 14 contains 21310 members 
Mstep: Class 15 contains 103085 members 
Mstep: Class 16 contains 21225 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11479 members 
Mstep: Class 19 contains 4889 members 
Mstep: Class 21 contains 15444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049472.000000 Penalty: 43306.667969
Iteration 35Q: 14 clusters Score -7.004947e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 4 contains 68935 members 
Mstep: Class 5 contains 208042 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 4475 members 
Mstep: Class 11 contains 196875 members 
Mstep: Class 14 contains 21537 members 
Mstep: Class 15 contains 102263 members 
Mstep: Class 16 contains 21336 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11481 members 
Mstep: Class 19 contains 4899 members 
Mstep: Class 21 contains 15294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050648.000000 Penalty: 43306.667969
Iteration 36Q: 14 clusters Score -7.005065e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 4 contains 68804 members 
Mstep: Class 5 contains 206460 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 199462 members 
Mstep: Class 14 contains 21787 members 
Mstep: Class 15 contains 101337 members 
Mstep: Class 16 contains 21417 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11488 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 21 contains 15145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051456.000000 Penalty: 43306.667969
Iteration 37Q: 14 clusters Score -7.005146e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 4 contains 68579 members 
Mstep: Class 5 contains 205106 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 4665 members 
Mstep: Class 11 contains 201971 members 
Mstep: Class 14 contains 22053 members 
Mstep: Class 15 contains 100388 members 
Mstep: Class 16 contains 21468 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11481 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 21 contains 14990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051936.000000 Penalty: 43306.667969
Iteration 38Q: 14 clusters Score -7.005194e+07 nChanged 5915
Entering ConstructFrom: 
Score: -70051936.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (23228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Entering Unmasked Estep 
Score: -2439550.750000 Penalty: 2493.172363
	Iteration 0F: 2 clusters Score -2439551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2423295.500000 Penalty: 4986.344727
	Iteration 0F: 3 clusters Score -2423296 nChanged 10356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2428878.500000 Penalty: 4986.344727
	Iteration 1F: 3 clusters Score -2428878 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2429345.750000 Penalty: 4986.344727
	Iteration 2F: 3 clusters Score -2429346 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2429731.000000 Penalty: 4986.344727
	Iteration 3Q: 3 clusters Score -2429731 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2430145.750000 Penalty: 4986.344727
	Iteration 4Q: 3 clusters Score -2430146 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2430626.250000 Penalty: 4986.344727
	Iteration 5Q: 3 clusters Score -2430626 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2431136.750000 Penalty: 4986.344727
	Iteration 6Q: 3 clusters Score -2431137 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2431726.750000 Penalty: 4986.344727
	Iteration 7Q: 3 clusters Score -2431727 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2432373.750000 Penalty: 4986.344727
	Iteration 8Q: 3 clusters Score -2432374 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2433048.250000 Penalty: 4986.344727
	Iteration 9Q: 3 clusters Score -2433048 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2433721.000000 Penalty: 4986.344727
	Iteration 10Q: 3 clusters Score -2433721 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2434243.750000 Penalty: 4986.344727
	Iteration 11Q: 3 clusters Score -2434244 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2434608.750000 Penalty: 4986.344727
	Iteration 12Q: 3 clusters Score -2434609 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2434848.500000 Penalty: 4986.344727
	Iteration 13Q: 3 clusters Score -2434848 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2435030.250000 Penalty: 4986.344727
	Iteration 14Q: 3 clusters Score -2435030 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2435177.000000 Penalty: 4986.344727
	Iteration 15Q: 3 clusters Score -2435177 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2435295.750000 Penalty: 4986.344727
	Iteration 16Q: 3 clusters Score -2435296 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2435399.000000 Penalty: 4986.344727
	Iteration 17Q: 3 clusters Score -2435399 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2435494.500000 Penalty: 4986.344727
	Iteration 18Q: 3 clusters Score -2435494 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2435614.500000 Penalty: 4986.344727
	Iteration 19Q: 3 clusters Score -2435614 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2435788.000000 Penalty: 4986.344727
	Iteration 20F: 3 clusters Score -2435788 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2436001.500000 Penalty: 4986.344727
	Iteration 21Q: 3 clusters Score -2436002 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2436188.500000 Penalty: 4986.344727
	Iteration 22Q: 3 clusters Score -2436188 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2436348.500000 Penalty: 4986.344727
	Iteration 23Q: 3 clusters Score -2436348 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2436464.500000 Penalty: 4986.344727
	Iteration 24Q: 3 clusters Score -2436464 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2436565.750000 Penalty: 4986.344727
	Iteration 25Q: 3 clusters Score -2436566 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2436656.250000 Penalty: 4986.344727
	Iteration 26Q: 3 clusters Score -2436656 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2436721.000000 Penalty: 4986.344727
	Iteration 27Q: 3 clusters Score -2436721 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2436770.500000 Penalty: 4986.344727
	Iteration 28Q: 3 clusters Score -2436770 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2436811.500000 Penalty: 4986.344727
	Iteration 29Q: 3 clusters Score -2436812 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2436837.500000 Penalty: 4986.344727
	Iteration 30Q: 3 clusters Score -2436838 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2436854.000000 Penalty: 4986.344727
	Iteration 31Q: 3 clusters Score -2436854 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2436876.000000 Penalty: 4986.344727
	Iteration 32Q: 3 clusters Score -2436876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2436893.250000 Penalty: 4986.344727
	Iteration 33Q: 3 clusters Score -2436893 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2436895.000000 Penalty: 4986.344727
	Iteration 34Q: 3 clusters Score -2436895 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2436890.500000 Penalty: 4986.344727
	Iteration 35Q: 3 clusters Score -2436890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2436905.250000 Penalty: 4986.344727
	Iteration 36Q: 3 clusters Score -2436905 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2436905.750000 Penalty: 4986.344727
	Iteration 37Q: 3 clusters Score -2436906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2436914.500000 Penalty: 4986.344727
	Iteration 38Q: 3 clusters Score -2436914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2436930.500000 Penalty: 4986.344727
	Iteration 39Q: 3 clusters Score -2436930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2436934.000000 Penalty: 4986.344727
	Iteration 40F: 3 clusters Score -2436934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2436946.500000 Penalty: 4986.344727
	Iteration 41Q: 3 clusters Score -2436946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2436951.250000 Penalty: 4986.344727
	Iteration 42Q: 3 clusters Score -2436951 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2436958.750000 Penalty: 4986.344727
	Iteration 43Q: 3 clusters Score -2436959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2436966.500000 Penalty: 4986.344727
	Iteration 44Q: 3 clusters Score -2436966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2436982.250000 Penalty: 4986.344727
	Iteration 45Q: 3 clusters Score -2436982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2436983.500000 Penalty: 4986.344727
	Iteration 46Q: 3 clusters Score -2436984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2436984.000000 Penalty: 4986.344727
	Iteration 47Q: 3 clusters Score -2436984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2436985.250000 Penalty: 4986.344727
	Iteration 48Q: 3 clusters Score -2436985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2436988.250000 Penalty: 4986.344727
	Iteration 49Q: 3 clusters Score -2436988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2437002.000000 Penalty: 4986.344727
	Iteration 50Q: 3 clusters Score -2437002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2437006.500000 Penalty: 4986.344727
	Iteration 51Q: 3 clusters Score -2437006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2437012.500000 Penalty: 4986.344727
	Iteration 52Q: 3 clusters Score -2437012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2437019.500000 Penalty: 4986.344727
	Iteration 53Q: 3 clusters Score -2437020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2437019.000000 Penalty: 4986.344727
	Iteration 54Q: 3 clusters Score -2437019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2437023.750000 Penalty: 4986.344727
	Iteration 55Q: 3 clusters Score -2437024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2437025.250000 Penalty: 4986.344727
	Iteration 56Q: 3 clusters Score -2437025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2437033.750000 Penalty: 4986.344727
	Iteration 57Q: 3 clusters Score -2437034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2437038.750000 Penalty: 4986.344727
	Iteration 58Q: 3 clusters Score -2437039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2437042.000000 Penalty: 4986.344727
	Iteration 59Q: 3 clusters Score -2437042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2437049.250000 Penalty: 4986.344727
	Iteration 60F: 3 clusters Score -2437049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2437046.500000 Penalty: 4986.344727
	Iteration 61Q: 3 clusters Score -2437046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2437050.250000 Penalty: 4986.344727
	Iteration 62Q: 3 clusters Score -2437050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2437059.750000 Penalty: 4986.344727
	Iteration 63Q: 3 clusters Score -2437060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2437059.250000 Penalty: 4986.344727
	Iteration 64Q: 3 clusters Score -2437059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2437055.250000 Penalty: 4986.344727
	Iteration 65Q: 3 clusters Score -2437055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2437059.750000 Penalty: 4986.344727
	Iteration 66Q: 3 clusters Score -2437060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2437061.750000 Penalty: 4986.344727
	Iteration 67Q: 3 clusters Score -2437062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2437073.750000 Penalty: 4986.344727
	Iteration 68Q: 3 clusters Score -2437074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2437074.750000 Penalty: 4986.344727
	Iteration 69Q: 3 clusters Score -2437075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2437080.750000 Penalty: 4986.344727
	Iteration 70Q: 3 clusters Score -2437081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2437085.750000 Penalty: 4986.344727
	Iteration 71Q: 3 clusters Score -2437086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2437092.000000 Penalty: 4986.344727
	Iteration 72Q: 3 clusters Score -2437092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2437097.250000 Penalty: 4986.344727
	Iteration 73Q: 3 clusters Score -2437097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2437096.750000 Penalty: 4986.344727
	Iteration 74Q: 3 clusters Score -2437097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2437092.500000 Penalty: 4986.344727
	Iteration 75Q: 3 clusters Score -2437092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2437093.000000 Penalty: 4986.344727
	Iteration 76Q: 3 clusters Score -2437093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2437094.000000 Penalty: 4986.344727
	Iteration 77Q: 3 clusters Score -2437094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2437094.750000 Penalty: 4986.344727
	Iteration 78Q: 3 clusters Score -2437095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2437091.750000 Penalty: 4986.344727
	Iteration 79Q: 3 clusters Score -2437092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2437093.750000 Penalty: 4986.344727
	Iteration 80F: 3 clusters Score -2437094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2437095.250000 Penalty: 4986.344727
	Iteration 81Q: 3 clusters Score -2437095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2437096.500000 Penalty: 4986.344727
	Iteration 82Q: 3 clusters Score -2437096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2437094.500000 Penalty: 4986.344727
	Iteration 83Q: 3 clusters Score -2437094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2437099.250000 Penalty: 4986.344727
	Iteration 84Q: 3 clusters Score -2437099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2437098.000000 Penalty: 4986.344727
	Iteration 85Q: 3 clusters Score -2437098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2437096.250000 Penalty: 4986.344727
	Iteration 86Q: 3 clusters Score -2437096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2437100.750000 Penalty: 4986.344727
	Iteration 87Q: 3 clusters Score -2437101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2437100.250000 Penalty: 4986.344727
	Iteration 88Q: 3 clusters Score -2437100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2437098.250000 Penalty: 4986.344727
	Iteration 89Q: 3 clusters Score -2437098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2437102.000000 Penalty: 4986.344727
	Iteration 90Q: 3 clusters Score -2437102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2437101.250000 Penalty: 4986.344727
	Iteration 91Q: 3 clusters Score -2437101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2437099.500000 Penalty: 4986.344727
	Iteration 92Q: 3 clusters Score -2437100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2437099.750000 Penalty: 4986.344727
	Iteration 93Q: 3 clusters Score -2437100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2437099.750000 Penalty: 4986.344727
	Iteration 94F: 3 clusters Score -2437100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Entering Unmasked Estep 
Score: -7227607.500000 Penalty: 2760.874268
	Iteration 0F: 2 clusters Score -7227608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -7181805.500000 Penalty: 5521.748535
	Iteration 0F: 3 clusters Score -7181806 nChanged 31942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -7200109.000000 Penalty: 5521.748535
	Iteration 1F: 3 clusters Score -7200109 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -7200829.000000 Penalty: 5521.748535
	Iteration 2Q: 3 clusters Score -7200829 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -7201584.500000 Penalty: 5521.748535
	Iteration 3Q: 3 clusters Score -7201584 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -7202441.500000 Penalty: 5521.748535
	Iteration 4Q: 3 clusters Score -7202442 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7203625.000000 Penalty: 5521.748535
	Iteration 5Q: 3 clusters Score -7203625 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -7205228.000000 Penalty: 5521.748535
	Iteration 6Q: 3 clusters Score -7205228 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -7207546.500000 Penalty: 5521.748535
	Iteration 7F: 3 clusters Score -7207546 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -7210440.000000 Penalty: 5521.748535
	Iteration 8F: 3 clusters Score -7210440 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -7213495.500000 Penalty: 5521.748535
	Iteration 9F: 3 clusters Score -7213496 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -7215987.000000 Penalty: 5521.748535
	Iteration 10F: 3 clusters Score -7215987 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -7217647.500000 Penalty: 5521.748535
	Iteration 11Q: 3 clusters Score -7217648 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -7218634.500000 Penalty: 5521.748535
	Iteration 12Q: 3 clusters Score -7218634 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52778 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -7219339.000000 Penalty: 5521.748535
	Iteration 13Q: 3 clusters Score -7219339 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -7219962.500000 Penalty: 5521.748535
	Iteration 14Q: 3 clusters Score -7219962 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -7220471.500000 Penalty: 5521.748535
	Iteration 15Q: 3 clusters Score -7220472 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -7220969.500000 Penalty: 5521.748535
	Iteration 16Q: 3 clusters Score -7220970 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -7221403.500000 Penalty: 5521.748535
	Iteration 17Q: 3 clusters Score -7221404 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -7221849.000000 Penalty: 5521.748535
	Iteration 18Q: 3 clusters Score -7221849 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -7222288.000000 Penalty: 5521.748535
	Iteration 19Q: 3 clusters Score -7222288 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -7222693.000000 Penalty: 5521.748535
	Iteration 20F: 3 clusters Score -7222693 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -7223060.500000 Penalty: 5521.748535
	Iteration 21Q: 3 clusters Score -7223060 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7223380.500000 Penalty: 5521.748535
	Iteration 22Q: 3 clusters Score -7223380 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -7223620.000000 Penalty: 5521.748535
	Iteration 23Q: 3 clusters Score -7223620 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -7223827.000000 Penalty: 5521.748535
	Iteration 24Q: 3 clusters Score -7223827 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -7223992.500000 Penalty: 5521.748535
	Iteration 25Q: 3 clusters Score -7223992 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -7224120.000000 Penalty: 5521.748535
	Iteration 26Q: 3 clusters Score -7224120 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7224221.500000 Penalty: 5521.748535
	Iteration 27Q: 3 clusters Score -7224222 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7224340.500000 Penalty: 5521.748535
	Iteration 28Q: 3 clusters Score -7224340 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7224456.000000 Penalty: 5521.748535
	Iteration 29Q: 3 clusters Score -7224456 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -7224554.500000 Penalty: 5521.748535
	Iteration 30Q: 3 clusters Score -7224554 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -7224651.000000 Penalty: 5521.748535
	Iteration 31Q: 3 clusters Score -7224651 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7224756.000000 Penalty: 5521.748535
	Iteration 32Q: 3 clusters Score -7224756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7224816.000000 Penalty: 5521.748535
	Iteration 33Q: 3 clusters Score -7224816 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65578 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7224870.500000 Penalty: 5521.748535
	Iteration 34Q: 3 clusters Score -7224870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65728 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7224910.000000 Penalty: 5521.748535
	Iteration 35Q: 3 clusters Score -7224910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7224967.500000 Penalty: 5521.748535
	Iteration 36Q: 3 clusters Score -7224968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7224983.500000 Penalty: 5521.748535
	Iteration 37Q: 3 clusters Score -7224984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7225022.000000 Penalty: 5521.748535
	Iteration 38Q: 3 clusters Score -7225022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7225061.500000 Penalty: 5521.748535
	Iteration 39Q: 3 clusters Score -7225062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7225088.500000 Penalty: 5521.748535
	Iteration 40F: 3 clusters Score -7225088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7225109.000000 Penalty: 5521.748535
	Iteration 41Q: 3 clusters Score -7225109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7225137.500000 Penalty: 5521.748535
	Iteration 42Q: 3 clusters Score -7225138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7225142.500000 Penalty: 5521.748535
	Iteration 43Q: 3 clusters Score -7225142 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7225168.000000 Penalty: 5521.748535
	Iteration 44Q: 3 clusters Score -7225168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7225198.000000 Penalty: 5521.748535
	Iteration 45Q: 3 clusters Score -7225198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7225190.000000 Penalty: 5521.748535
	Iteration 46Q: 3 clusters Score -7225190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7225190.000000 Penalty: 5521.748535
	Iteration 47Q: 3 clusters Score -7225190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7225196.000000 Penalty: 5521.748535
	Iteration 48Q: 3 clusters Score -7225196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7225209.000000 Penalty: 5521.748535
	Iteration 49Q: 3 clusters Score -7225209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7225222.500000 Penalty: 5521.748535
	Iteration 50Q: 3 clusters Score -7225222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7225243.500000 Penalty: 5521.748535
	Iteration 51Q: 3 clusters Score -7225244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66916 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7225255.000000 Penalty: 5521.748535
	Iteration 52Q: 3 clusters Score -7225255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7225261.000000 Penalty: 5521.748535
	Iteration 53Q: 3 clusters Score -7225261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7225276.000000 Penalty: 5521.748535
	Iteration 54Q: 3 clusters Score -7225276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7225270.500000 Penalty: 5521.748535
	Iteration 55Q: 3 clusters Score -7225270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7225280.000000 Penalty: 5521.748535
	Iteration 56Q: 3 clusters Score -7225280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7225295.500000 Penalty: 5521.748535
	Iteration 57Q: 3 clusters Score -7225296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67031 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7225305.000000 Penalty: 5521.748535
	Iteration 58Q: 3 clusters Score -7225305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7225306.500000 Penalty: 5521.748535
	Iteration 59Q: 3 clusters Score -7225306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7225315.500000 Penalty: 5521.748535
	Iteration 60F: 3 clusters Score -7225316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7225321.000000 Penalty: 5521.748535
	Iteration 61Q: 3 clusters Score -7225321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7225320.000000 Penalty: 5521.748535
	Iteration 62Q: 3 clusters Score -7225320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7225336.000000 Penalty: 5521.748535
	Iteration 63Q: 3 clusters Score -7225336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7225333.500000 Penalty: 5521.748535
	Iteration 64Q: 3 clusters Score -7225334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7225340.500000 Penalty: 5521.748535
	Iteration 65Q: 3 clusters Score -7225340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7225344.500000 Penalty: 5521.748535
	Iteration 66Q: 3 clusters Score -7225344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7225348.500000 Penalty: 5521.748535
	Iteration 67Q: 3 clusters Score -7225348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7225354.000000 Penalty: 5521.748535
	Iteration 68Q: 3 clusters Score -7225354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7225354.000000 Penalty: 5521.748535
	Iteration 69Q: 3 clusters Score -7225354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7225351.500000 Penalty: 5521.748535
	Iteration 70Q: 3 clusters Score -7225352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67142 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7225344.000000 Penalty: 5521.748535
	Iteration 71Q: 3 clusters Score -7225344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67145 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7225348.000000 Penalty: 5521.748535
	Iteration 72Q: 3 clusters Score -7225348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7225355.000000 Penalty: 5521.748535
	Iteration 73Q: 3 clusters Score -7225355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7225363.000000 Penalty: 5521.748535
	Iteration 74Q: 3 clusters Score -7225363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7225369.000000 Penalty: 5521.748535
	Iteration 75Q: 3 clusters Score -7225369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7225367.500000 Penalty: 5521.748535
	Iteration 76Q: 3 clusters Score -7225368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7225366.000000 Penalty: 5521.748535
	Iteration 77Q: 3 clusters Score -7225366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7225371.000000 Penalty: 5521.748535
	Iteration 78Q: 3 clusters Score -7225371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7225366.000000 Penalty: 5521.748535
	Iteration 79Q: 3 clusters Score -7225366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7225372.000000 Penalty: 5521.748535
	Iteration 80F: 3 clusters Score -7225372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7225370.000000 Penalty: 5521.748535
	Iteration 81Q: 3 clusters Score -7225370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7225375.000000 Penalty: 5521.748535
	Iteration 82Q: 3 clusters Score -7225375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7225364.500000 Penalty: 5521.748535
	Iteration 83Q: 3 clusters Score -7225364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7225364.500000 Penalty: 5521.748535
	Iteration 84F: 3 clusters Score -7225364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (203745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203745 members 
Entering Unmasked Estep 
Score: -21283654.000000 Penalty: 3031.707031
	Iteration 0F: 2 clusters Score -2.128365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -21150706.000000 Penalty: 6063.414062
	Iteration 0F: 3 clusters Score -2.115071e+07 nChanged 98176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109890 members 
Mstep: Class 2 contains 93855 members 
Entering Unmasked Estep 
Score: -21209094.000000 Penalty: 6063.414062
	Iteration 1F: 3 clusters Score -2.120909e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114416 members 
Mstep: Class 2 contains 89329 members 
Entering Unmasked Estep 
Score: -21210926.000000 Penalty: 6063.414062
	Iteration 2Q: 3 clusters Score -2.121093e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -21213964.000000 Penalty: 6063.414062
	Iteration 3Q: 3 clusters Score -2.121396e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131033 members 
Mstep: Class 2 contains 72712 members 
Entering Unmasked Estep 
Score: -21219036.000000 Penalty: 6063.414062
	Iteration 4F: 3 clusters Score -2.121904e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144344 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -21227302.000000 Penalty: 6063.414062
	Iteration 5F: 3 clusters Score -2.12273e+07 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160365 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -21240290.000000 Penalty: 6063.414062
	Iteration 6F: 3 clusters Score -2.124029e+07 nChanged 16214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176505 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -21254732.000000 Penalty: 6063.414062
	Iteration 7F: 3 clusters Score -2.125473e+07 nChanged 12846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189337 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -21267652.000000 Penalty: 6063.414062
	Iteration 8F: 3 clusters Score -2.126765e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197354 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -21276096.000000 Penalty: 6063.414062
	Iteration 9Q: 3 clusters Score -2.12761e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201013 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -21279544.000000 Penalty: 6063.414062
	Iteration 10Q: 3 clusters Score -2.127954e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202301 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -21280628.000000 Penalty: 6063.414062
	Iteration 11Q: 3 clusters Score -2.128063e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202736 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21281018.000000 Penalty: 6063.414062
	Iteration 12Q: 3 clusters Score -2.128102e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202896 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -21281248.000000 Penalty: 6063.414062
	Iteration 13Q: 3 clusters Score -2.128125e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202962 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21281354.000000 Penalty: 6063.414062
	Iteration 14Q: 3 clusters Score -2.128135e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202999 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -21281358.000000 Penalty: 6063.414062
	Iteration 15Q: 3 clusters Score -2.128136e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203009 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21281376.000000 Penalty: 6063.414062
	Iteration 16Q: 3 clusters Score -2.128138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203024 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21281386.000000 Penalty: 6063.414062
	Iteration 17Q: 3 clusters Score -2.128139e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203035 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -21281382.000000 Penalty: 6063.414062
	Iteration 18Q: 3 clusters Score -2.128138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203041 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -21281402.000000 Penalty: 6063.414062
	Iteration 19Q: 3 clusters Score -2.12814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203047 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21281412.000000 Penalty: 6063.414062
	Iteration 20F: 3 clusters Score -2.128141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203052 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21281416.000000 Penalty: 6063.414062
	Iteration 21Q: 3 clusters Score -2.128142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203056 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21281410.000000 Penalty: 6063.414062
	Iteration 22Q: 3 clusters Score -2.128141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203057 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -21281412.000000 Penalty: 6063.414062
	Iteration 23Q: 3 clusters Score -2.128141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203058 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21281422.000000 Penalty: 6063.414062
	Iteration 24Q: 3 clusters Score -2.128142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203061 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -21281418.000000 Penalty: 6063.414062
	Iteration 25Q: 3 clusters Score -2.128142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203063 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -21281426.000000 Penalty: 6063.414062
	Iteration 26Q: 3 clusters Score -2.128143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203066 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21281424.000000 Penalty: 6063.414062
	Iteration 27Q: 3 clusters Score -2.128142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203069 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -21281416.000000 Penalty: 6063.414062
	Iteration 28Q: 3 clusters Score -2.128142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203070 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -21281426.000000 Penalty: 6063.414062
	Iteration 29Q: 3 clusters Score -2.128143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203074 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -21281416.000000 Penalty: 6063.414062
	Iteration 30Q: 3 clusters Score -2.128142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203079 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21281414.000000 Penalty: 6063.414062
	Iteration 31Q: 3 clusters Score -2.128141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203082 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21281402.000000 Penalty: 6063.414062
	Iteration 32Q: 3 clusters Score -2.12814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203083 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21281386.000000 Penalty: 6063.414062
	Iteration 33Q: 3 clusters Score -2.128139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203086 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21281396.000000 Penalty: 6063.414062
	Iteration 34Q: 3 clusters Score -2.12814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203086 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21281412.000000 Penalty: 6063.414062
	Iteration 35Q: 3 clusters Score -2.128141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203089 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21281400.000000 Penalty: 6063.414062
	Iteration 36Q: 3 clusters Score -2.12814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203091 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21281400.000000 Penalty: 6063.414062
	Iteration 37Q: 3 clusters Score -2.12814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203092 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21281412.000000 Penalty: 6063.414062
	Iteration 38Q: 3 clusters Score -2.128141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203092 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21281422.000000 Penalty: 6063.414062
	Iteration 39Q: 3 clusters Score -2.128142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203095 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21281434.000000 Penalty: 6063.414062
	Iteration 40F: 3 clusters Score -2.128143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203096 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -21281438.000000 Penalty: 6063.414062
	Iteration 41Q: 3 clusters Score -2.128144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203096 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -21281438.000000 Penalty: 6063.414062
	Iteration 42F: 3 clusters Score -2.128144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -170940.968750 Penalty: 1872.041870
	Iteration 0F: 2 clusters Score -170941 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 944 members 
Entering Unmasked Estep 
Score: -168526.406250 Penalty: 3744.083740
	Iteration 0F: 3 clusters Score -168526.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -169550.046875 Penalty: 3744.083740
	Iteration 1F: 3 clusters Score -169550 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -169912.875000 Penalty: 3744.083740
	Iteration 2F: 3 clusters Score -169912.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -170092.921875 Penalty: 3744.083740
	Iteration 3F: 3 clusters Score -170092.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -170344.921875 Penalty: 3744.083740
	Iteration 4F: 3 clusters Score -170344.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -170650.593750 Penalty: 3744.083740
	Iteration 5F: 3 clusters Score -170650.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170864.875000 Penalty: 3744.083740
	Iteration 6Q: 3 clusters Score -170864.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -171008.703125 Penalty: 3744.083740
	Iteration 7Q: 3 clusters Score -171008.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -171138.187500 Penalty: 3744.083740
	Iteration 8Q: 3 clusters Score -171138.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -171251.562500 Penalty: 3744.083740
	Iteration 9Q: 3 clusters Score -171251.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -171338.906250 Penalty: 3744.083740
	Iteration 10Q: 3 clusters Score -171338.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171375.734375 Penalty: 3744.083740
	Iteration 11Q: 3 clusters Score -171375.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -171387.421875 Penalty: 3744.083740
	Iteration 12Q: 3 clusters Score -171387.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -171397.843750 Penalty: 3744.083740
	Iteration 13Q: 3 clusters Score -171397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -171399.703125 Penalty: 3744.083740
	Iteration 14Q: 3 clusters Score -171399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -171400.062500 Penalty: 3744.083740
	Iteration 15Q: 3 clusters Score -171400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171400.703125 Penalty: 3744.083740
	Iteration 16Q: 3 clusters Score -171400.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -171401.156250 Penalty: 3744.083740
	Iteration 17Q: 3 clusters Score -171401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -171401.156250 Penalty: 3744.083740
	Iteration 18F: 3 clusters Score -171401.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 4 contains 68361 members 
Mstep: Class 5 contains 203745 members 
Mstep: Class 9 contains 1290 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 204532 members 
Mstep: Class 14 contains 22287 members 
Mstep: Class 15 contains 99426 members 
Mstep: Class 16 contains 21505 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11472 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 21 contains 14836 members 
Entering Unmasked Estep 
Score: -70050448.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70051936.000000 to -70050448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -475549.187500 Penalty: 2101.000732
	Iteration 0F: 2 clusters Score -475549.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -471177.312500 Penalty: 4202.001465
	Iteration 0F: 3 clusters Score -471177.3 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -472279.000000 Penalty: 4202.001465
	Iteration 1F: 3 clusters Score -472279 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -472557.343750 Penalty: 4202.001465
	Iteration 2F: 3 clusters Score -472557.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -472727.906250 Penalty: 4202.001465
	Iteration 3F: 3 clusters Score -472727.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -472858.812500 Penalty: 4202.001465
	Iteration 4Q: 3 clusters Score -472858.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -472951.156250 Penalty: 4202.001465
	Iteration 5Q: 3 clusters Score -472951.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -473028.406250 Penalty: 4202.001465
	Iteration 6Q: 3 clusters Score -473028.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -473110.031250 Penalty: 4202.001465
	Iteration 7Q: 3 clusters Score -473110 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -473189.593750 Penalty: 4202.001465
	Iteration 8Q: 3 clusters Score -473189.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -473274.281250 Penalty: 4202.001465
	Iteration 9Q: 3 clusters Score -473274.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -473351.343750 Penalty: 4202.001465
	Iteration 10Q: 3 clusters Score -473351.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -473413.968750 Penalty: 4202.001465
	Iteration 11Q: 3 clusters Score -473414 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -473471.531250 Penalty: 4202.001465
	Iteration 12Q: 3 clusters Score -473471.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -473525.343750 Penalty: 4202.001465
	Iteration 13Q: 3 clusters Score -473525.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -473583.843750 Penalty: 4202.001465
	Iteration 14Q: 3 clusters Score -473583.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -473635.312500 Penalty: 4202.001465
	Iteration 15Q: 3 clusters Score -473635.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -473673.000000 Penalty: 4202.001465
	Iteration 16Q: 3 clusters Score -473673 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -473702.093750 Penalty: 4202.001465
	Iteration 17Q: 3 clusters Score -473702.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -473730.625000 Penalty: 4202.001465
	Iteration 18Q: 3 clusters Score -473730.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -473753.437500 Penalty: 4202.001465
	Iteration 19Q: 3 clusters Score -473753.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -473768.125000 Penalty: 4202.001465
	Iteration 20F: 3 clusters Score -473768.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -473779.750000 Penalty: 4202.001465
	Iteration 21Q: 3 clusters Score -473779.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -473788.250000 Penalty: 4202.001465
	Iteration 22Q: 3 clusters Score -473788.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -473791.656250 Penalty: 4202.001465
	Iteration 23Q: 3 clusters Score -473791.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -473793.750000 Penalty: 4202.001465
	Iteration 24Q: 3 clusters Score -473793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -473794.125000 Penalty: 4202.001465
	Iteration 25Q: 3 clusters Score -473794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -473797.625000 Penalty: 4202.001465
	Iteration 26Q: 3 clusters Score -473797.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -473800.531250 Penalty: 4202.001465
	Iteration 27Q: 3 clusters Score -473800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -473802.343750 Penalty: 4202.001465
	Iteration 28Q: 3 clusters Score -473802.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -473803.843750 Penalty: 4202.001465
	Iteration 29Q: 3 clusters Score -473803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -473805.687500 Penalty: 4202.001465
	Iteration 30Q: 3 clusters Score -473805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -473805.843750 Penalty: 4202.001465
	Iteration 31Q: 3 clusters Score -473805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -473807.875000 Penalty: 4202.001465
	Iteration 32Q: 3 clusters Score -473807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -473809.531250 Penalty: 4202.001465
	Iteration 33Q: 3 clusters Score -473809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -473811.093750 Penalty: 4202.001465
	Iteration 34Q: 3 clusters Score -473811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -473813.000000 Penalty: 4202.001465
	Iteration 35Q: 3 clusters Score -473813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -473813.375000 Penalty: 4202.001465
	Iteration 36Q: 3 clusters Score -473813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -473813.343750 Penalty: 4202.001465
	Iteration 37Q: 3 clusters Score -473813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -473813.468750 Penalty: 4202.001465
	Iteration 38Q: 3 clusters Score -473813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -473814.531250 Penalty: 4202.001465
	Iteration 39Q: 3 clusters Score -473814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -473816.218750 Penalty: 4202.001465
	Iteration 40F: 3 clusters Score -473816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -473817.593750 Penalty: 4202.001465
	Iteration 41Q: 3 clusters Score -473817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -473817.656250 Penalty: 4202.001465
	Iteration 42Q: 3 clusters Score -473817.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -473819.281250 Penalty: 4202.001465
	Iteration 43Q: 3 clusters Score -473819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -473819.281250 Penalty: 4202.001465
	Iteration 44F: 3 clusters Score -473819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (204532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204532 members 
Entering Unmasked Estep 
Score: -21327868.000000 Penalty: 3032.662842
	Iteration 0F: 2 clusters Score -2.132787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102276 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -21193970.000000 Penalty: 6065.325684
	Iteration 0F: 3 clusters Score -2.119397e+07 nChanged 98059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102175 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -21250984.000000 Penalty: 6065.325684
	Iteration 1F: 3 clusters Score -2.125098e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 102436 members 
Entering Unmasked Estep 
Score: -21252030.000000 Penalty: 6065.325684
	Iteration 2Q: 3 clusters Score -2.125203e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102063 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -21253278.000000 Penalty: 6065.325684
	Iteration 3Q: 3 clusters Score -2.125328e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -21254956.000000 Penalty: 6065.325684
	Iteration 4Q: 3 clusters Score -2.125496e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 102106 members 
Entering Unmasked Estep 
Score: -21257168.000000 Penalty: 6065.325684
	Iteration 5Q: 3 clusters Score -2.125717e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103234 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -21259742.000000 Penalty: 6065.325684
	Iteration 6Q: 3 clusters Score -2.125974e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -21263242.000000 Penalty: 6065.325684
	Iteration 7Q: 3 clusters Score -2.126324e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -21268476.000000 Penalty: 6065.325684
	Iteration 8Q: 3 clusters Score -2.126848e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110741 members 
Mstep: Class 2 contains 93791 members 
Entering Unmasked Estep 
Score: -21275362.000000 Penalty: 6065.325684
	Iteration 9F: 3 clusters Score -2.127536e+07 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115009 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -21284562.000000 Penalty: 6065.325684
	Iteration 10F: 3 clusters Score -2.128456e+07 nChanged 13317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119468 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -21294346.000000 Penalty: 6065.325684
	Iteration 11F: 3 clusters Score -2.129435e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123087 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -21301278.000000 Penalty: 6065.325684
	Iteration 12F: 3 clusters Score -2.130128e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125832 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -21304364.000000 Penalty: 6065.325684
	Iteration 13Q: 3 clusters Score -2.130436e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128193 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -21306256.000000 Penalty: 6065.325684
	Iteration 14Q: 3 clusters Score -2.130626e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -21307658.000000 Penalty: 6065.325684
	Iteration 15Q: 3 clusters Score -2.130766e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132560 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -21308932.000000 Penalty: 6065.325684
	Iteration 16Q: 3 clusters Score -2.130893e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134732 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -21310084.000000 Penalty: 6065.325684
	Iteration 17Q: 3 clusters Score -2.131008e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136761 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -21310994.000000 Penalty: 6065.325684
	Iteration 18Q: 3 clusters Score -2.131099e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138740 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -21311950.000000 Penalty: 6065.325684
	Iteration 19Q: 3 clusters Score -2.131195e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140769 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
Score: -21312818.000000 Penalty: 6065.325684
	Iteration 20F: 3 clusters Score -2.131282e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142743 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -21313554.000000 Penalty: 6065.325684
	Iteration 21Q: 3 clusters Score -2.131355e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144600 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -21314170.000000 Penalty: 6065.325684
	Iteration 22Q: 3 clusters Score -2.131417e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146316 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -21314746.000000 Penalty: 6065.325684
	Iteration 23Q: 3 clusters Score -2.131475e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -21315380.000000 Penalty: 6065.325684
	Iteration 24Q: 3 clusters Score -2.131538e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149602 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -21315846.000000 Penalty: 6065.325684
	Iteration 25Q: 3 clusters Score -2.131585e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151102 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -21316230.000000 Penalty: 6065.325684
	Iteration 26Q: 3 clusters Score -2.131623e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152584 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -21316424.000000 Penalty: 6065.325684
	Iteration 27Q: 3 clusters Score -2.131642e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154062 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -21316788.000000 Penalty: 6065.325684
	Iteration 28Q: 3 clusters Score -2.131679e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -21317254.000000 Penalty: 6065.325684
	Iteration 29Q: 3 clusters Score -2.131725e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156854 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -21317570.000000 Penalty: 6065.325684
	Iteration 30Q: 3 clusters Score -2.131757e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158199 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -21317874.000000 Penalty: 6065.325684
	Iteration 31Q: 3 clusters Score -2.131787e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159570 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -21318222.000000 Penalty: 6065.325684
	Iteration 32Q: 3 clusters Score -2.131822e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160909 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -21318692.000000 Penalty: 6065.325684
	Iteration 33Q: 3 clusters Score -2.131869e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162229 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -21319050.000000 Penalty: 6065.325684
	Iteration 34Q: 3 clusters Score -2.131905e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -21319426.000000 Penalty: 6065.325684
	Iteration 35Q: 3 clusters Score -2.131943e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164840 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -21319702.000000 Penalty: 6065.325684
	Iteration 36Q: 3 clusters Score -2.13197e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166149 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -21320020.000000 Penalty: 6065.325684
	Iteration 37Q: 3 clusters Score -2.132002e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167379 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -21320296.000000 Penalty: 6065.325684
	Iteration 38Q: 3 clusters Score -2.13203e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168569 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -21320690.000000 Penalty: 6065.325684
	Iteration 39Q: 3 clusters Score -2.132069e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169756 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -21321000.000000 Penalty: 6065.325684
	Iteration 40F: 3 clusters Score -2.1321e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170992 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -21321388.000000 Penalty: 6065.325684
	Iteration 41Q: 3 clusters Score -2.132139e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172222 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -21321576.000000 Penalty: 6065.325684
	Iteration 42Q: 3 clusters Score -2.132158e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173490 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -21321984.000000 Penalty: 6065.325684
	Iteration 43Q: 3 clusters Score -2.132198e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174737 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -21322354.000000 Penalty: 6065.325684
	Iteration 44Q: 3 clusters Score -2.132235e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175943 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -21322710.000000 Penalty: 6065.325684
	Iteration 45Q: 3 clusters Score -2.132271e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177183 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -21323048.000000 Penalty: 6065.325684
	Iteration 46Q: 3 clusters Score -2.132305e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178374 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -21323374.000000 Penalty: 6065.325684
	Iteration 47Q: 3 clusters Score -2.132337e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179462 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -21323708.000000 Penalty: 6065.325684
	Iteration 48Q: 3 clusters Score -2.132371e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180527 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -21323918.000000 Penalty: 6065.325684
	Iteration 49Q: 3 clusters Score -2.132392e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181524 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -21324212.000000 Penalty: 6065.325684
	Iteration 50Q: 3 clusters Score -2.132421e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182529 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -21324434.000000 Penalty: 6065.325684
	Iteration 51Q: 3 clusters Score -2.132443e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183441 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -21324618.000000 Penalty: 6065.325684
	Iteration 52Q: 3 clusters Score -2.132462e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184286 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -21324870.000000 Penalty: 6065.325684
	Iteration 53Q: 3 clusters Score -2.132487e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185094 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -21325012.000000 Penalty: 6065.325684
	Iteration 54Q: 3 clusters Score -2.132501e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185828 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -21325252.000000 Penalty: 6065.325684
	Iteration 55Q: 3 clusters Score -2.132525e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186554 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -21325480.000000 Penalty: 6065.325684
	Iteration 56Q: 3 clusters Score -2.132548e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187233 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -21325622.000000 Penalty: 6065.325684
	Iteration 57Q: 3 clusters Score -2.132562e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187894 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -21325898.000000 Penalty: 6065.325684
	Iteration 58Q: 3 clusters Score -2.13259e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188485 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -21325978.000000 Penalty: 6065.325684
	Iteration 59Q: 3 clusters Score -2.132598e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189069 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -21326114.000000 Penalty: 6065.325684
	Iteration 60F: 3 clusters Score -2.132611e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189635 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -21326276.000000 Penalty: 6065.325684
	Iteration 61Q: 3 clusters Score -2.132628e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190134 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -21326374.000000 Penalty: 6065.325684
	Iteration 62Q: 3 clusters Score -2.132637e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190617 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -21326492.000000 Penalty: 6065.325684
	Iteration 63Q: 3 clusters Score -2.132649e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191100 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -21326602.000000 Penalty: 6065.325684
	Iteration 64Q: 3 clusters Score -2.13266e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191569 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -21326672.000000 Penalty: 6065.325684
	Iteration 65Q: 3 clusters Score -2.132667e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192026 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -21326794.000000 Penalty: 6065.325684
	Iteration 66Q: 3 clusters Score -2.132679e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192431 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -21326956.000000 Penalty: 6065.325684
	Iteration 67Q: 3 clusters Score -2.132696e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192825 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -21327026.000000 Penalty: 6065.325684
	Iteration 68Q: 3 clusters Score -2.132703e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193194 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -21327142.000000 Penalty: 6065.325684
	Iteration 69Q: 3 clusters Score -2.132714e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193559 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -21327238.000000 Penalty: 6065.325684
	Iteration 70Q: 3 clusters Score -2.132724e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193911 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -21327334.000000 Penalty: 6065.325684
	Iteration 71Q: 3 clusters Score -2.132733e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194219 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -21327392.000000 Penalty: 6065.325684
	Iteration 72Q: 3 clusters Score -2.132739e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194521 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -21327414.000000 Penalty: 6065.325684
	Iteration 73Q: 3 clusters Score -2.132741e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194786 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -21327538.000000 Penalty: 6065.325684
	Iteration 74Q: 3 clusters Score -2.132754e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -21327602.000000 Penalty: 6065.325684
	Iteration 75Q: 3 clusters Score -2.13276e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195243 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -21327686.000000 Penalty: 6065.325684
	Iteration 76Q: 3 clusters Score -2.132769e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195452 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -21327716.000000 Penalty: 6065.325684
	Iteration 77Q: 3 clusters Score -2.132772e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195638 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -21327796.000000 Penalty: 6065.325684
	Iteration 78Q: 3 clusters Score -2.13278e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195814 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -21327834.000000 Penalty: 6065.325684
	Iteration 79Q: 3 clusters Score -2.132783e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195968 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -21327866.000000 Penalty: 6065.325684
	Iteration 80F: 3 clusters Score -2.132787e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196111 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -21327942.000000 Penalty: 6065.325684
	Iteration 81Q: 3 clusters Score -2.132794e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196225 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -21328000.000000 Penalty: 6065.325684
	Iteration 82Q: 3 clusters Score -2.1328e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196348 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -21328028.000000 Penalty: 6065.325684
	Iteration 83Q: 3 clusters Score -2.132803e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196440 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -21328054.000000 Penalty: 6065.325684
	Iteration 84Q: 3 clusters Score -2.132805e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196528 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -21328056.000000 Penalty: 6065.325684
	Iteration 85Q: 3 clusters Score -2.132806e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196622 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -21328082.000000 Penalty: 6065.325684
	Iteration 86Q: 3 clusters Score -2.132808e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196716 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -21328084.000000 Penalty: 6065.325684
	Iteration 87Q: 3 clusters Score -2.132808e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196795 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -21328118.000000 Penalty: 6065.325684
	Iteration 88Q: 3 clusters Score -2.132812e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196856 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -21328102.000000 Penalty: 6065.325684
	Iteration 89Q: 3 clusters Score -2.13281e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196918 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -21328122.000000 Penalty: 6065.325684
	Iteration 90Q: 3 clusters Score -2.132812e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196983 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -21328142.000000 Penalty: 6065.325684
	Iteration 91Q: 3 clusters Score -2.132814e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197035 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -21328124.000000 Penalty: 6065.325684
	Iteration 92Q: 3 clusters Score -2.132812e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197086 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -21328164.000000 Penalty: 6065.325684
	Iteration 93Q: 3 clusters Score -2.132816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197130 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -21328166.000000 Penalty: 6065.325684
	Iteration 94Q: 3 clusters Score -2.132817e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197178 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -21328154.000000 Penalty: 6065.325684
	Iteration 95Q: 3 clusters Score -2.132815e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197215 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -21328154.000000 Penalty: 6065.325684
	Iteration 96Q: 3 clusters Score -2.132815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197250 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -21328180.000000 Penalty: 6065.325684
	Iteration 97Q: 3 clusters Score -2.132818e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197288 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -21328200.000000 Penalty: 6065.325684
	Iteration 98Q: 3 clusters Score -2.13282e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197322 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -21328176.000000 Penalty: 6065.325684
	Iteration 99Q: 3 clusters Score -2.132818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197347 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -21328194.000000 Penalty: 6065.325684
	Iteration 100F: 3 clusters Score -2.132819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197373 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -21328200.000000 Penalty: 6065.325684
	Iteration 101Q: 3 clusters Score -2.13282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197395 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -21328202.000000 Penalty: 6065.325684
	Iteration 102Q: 3 clusters Score -2.13282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197408 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -21328214.000000 Penalty: 6065.325684
	Iteration 103Q: 3 clusters Score -2.132821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197420 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -21328224.000000 Penalty: 6065.325684
	Iteration 104Q: 3 clusters Score -2.132822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197433 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -21328224.000000 Penalty: 6065.325684
	Iteration 105Q: 3 clusters Score -2.132822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197445 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -21328244.000000 Penalty: 6065.325684
	Iteration 106Q: 3 clusters Score -2.132824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197452 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -21328232.000000 Penalty: 6065.325684
	Iteration 107Q: 3 clusters Score -2.132823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197460 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -21328240.000000 Penalty: 6065.325684
	Iteration 108Q: 3 clusters Score -2.132824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197472 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -21328232.000000 Penalty: 6065.325684
	Iteration 109Q: 3 clusters Score -2.132823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197480 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -21328228.000000 Penalty: 6065.325684
	Iteration 110Q: 3 clusters Score -2.132823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197490 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -21328222.000000 Penalty: 6065.325684
	Iteration 111Q: 3 clusters Score -2.132822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197502 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -21328248.000000 Penalty: 6065.325684
	Iteration 112Q: 3 clusters Score -2.132825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197515 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -21328236.000000 Penalty: 6065.325684
	Iteration 113Q: 3 clusters Score -2.132824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197524 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -21328230.000000 Penalty: 6065.325684
	Iteration 114Q: 3 clusters Score -2.132823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197530 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -21328234.000000 Penalty: 6065.325684
	Iteration 115Q: 3 clusters Score -2.132823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197535 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -21328234.000000 Penalty: 6065.325684
	Iteration 116Q: 3 clusters Score -2.132823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197542 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -21328226.000000 Penalty: 6065.325684
	Iteration 117Q: 3 clusters Score -2.132823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197557 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -21328228.000000 Penalty: 6065.325684
	Iteration 118Q: 3 clusters Score -2.132823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197571 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -21328242.000000 Penalty: 6065.325684
	Iteration 119Q: 3 clusters Score -2.132824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197590 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -21328230.000000 Penalty: 6065.325684
	Iteration 120F: 3 clusters Score -2.132823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197610 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -21328232.000000 Penalty: 6065.325684
	Iteration 121Q: 3 clusters Score -2.132823e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197636 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.132824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197653 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -21328230.000000 Penalty: 6065.325684
	Iteration 123Q: 3 clusters Score -2.132823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197673 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -21328246.000000 Penalty: 6065.325684
	Iteration 124Q: 3 clusters Score -2.132825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197693 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -21328240.000000 Penalty: 6065.325684
	Iteration 125Q: 3 clusters Score -2.132824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197713 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.132824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197737 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -21328262.000000 Penalty: 6065.325684
	Iteration 127Q: 3 clusters Score -2.132826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197751 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -21328272.000000 Penalty: 6065.325684
	Iteration 128Q: 3 clusters Score -2.132827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197771 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -21328280.000000 Penalty: 6065.325684
	Iteration 129Q: 3 clusters Score -2.132828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197786 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -21328282.000000 Penalty: 6065.325684
	Iteration 130Q: 3 clusters Score -2.132828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197796 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -21328302.000000 Penalty: 6065.325684
	Iteration 131Q: 3 clusters Score -2.13283e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197809 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -21328296.000000 Penalty: 6065.325684
	Iteration 132Q: 3 clusters Score -2.13283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197815 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -21328300.000000 Penalty: 6065.325684
	Iteration 133Q: 3 clusters Score -2.13283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197819 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -21328318.000000 Penalty: 6065.325684
	Iteration 134Q: 3 clusters Score -2.132832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197828 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -21328318.000000 Penalty: 6065.325684
	Iteration 135Q: 3 clusters Score -2.132832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197836 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -21328334.000000 Penalty: 6065.325684
	Iteration 136Q: 3 clusters Score -2.132833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197844 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -21328326.000000 Penalty: 6065.325684
	Iteration 137Q: 3 clusters Score -2.132833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197851 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -21328340.000000 Penalty: 6065.325684
	Iteration 138Q: 3 clusters Score -2.132834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197855 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -21328330.000000 Penalty: 6065.325684
	Iteration 139Q: 3 clusters Score -2.132833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197860 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -21328334.000000 Penalty: 6065.325684
	Iteration 140F: 3 clusters Score -2.132833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197863 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -21328322.000000 Penalty: 6065.325684
	Iteration 141Q: 3 clusters Score -2.132832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197864 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -21328332.000000 Penalty: 6065.325684
	Iteration 142Q: 3 clusters Score -2.132833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197866 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -21328342.000000 Penalty: 6065.325684
	Iteration 143Q: 3 clusters Score -2.132834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197867 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -21328332.000000 Penalty: 6065.325684
	Iteration 144Q: 3 clusters Score -2.132833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197867 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -21328332.000000 Penalty: 6065.325684
	Iteration 145F: 3 clusters Score -2.132833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 6665 members 
Mstep: Class 4 contains 68361 members 
Mstep: Class 5 contains 203745 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 197867 members 
Mstep: Class 14 contains 22287 members 
Mstep: Class 15 contains 99426 members 
Mstep: Class 16 contains 21505 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11472 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 21 contains 14836 members 
Entering Unmasked Estep 
Score: -70051440.000000 Penalty: 46637.949219
Splitting cluster 11 changes total score from -70051936.000000 to -70051440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (22287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Entering Unmasked Estep 
Score: -2287456.250000 Penalty: 2482.916260
	Iteration 0F: 2 clusters Score -2287456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2271955.750000 Penalty: 4965.832520
	Iteration 0F: 3 clusters Score -2271956 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2277250.500000 Penalty: 4965.832520
	Iteration 1F: 3 clusters Score -2277250 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2277646.500000 Penalty: 4965.832520
	Iteration 2Q: 3 clusters Score -2277646 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2277990.500000 Penalty: 4965.832520
	Iteration 3Q: 3 clusters Score -2277990 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2278363.250000 Penalty: 4965.832520
	Iteration 4Q: 3 clusters Score -2278363 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2278768.500000 Penalty: 4965.832520
	Iteration 5Q: 3 clusters Score -2278768 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2279316.500000 Penalty: 4965.832520
	Iteration 6Q: 3 clusters Score -2279316 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2280070.750000 Penalty: 4965.832520
	Iteration 7F: 3 clusters Score -2280071 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2281042.250000 Penalty: 4965.832520
	Iteration 8F: 3 clusters Score -2281042 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -2282118.250000 Penalty: 4965.832520
	Iteration 9F: 3 clusters Score -2282118 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2283053.250000 Penalty: 4965.832520
	Iteration 10F: 3 clusters Score -2283053 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2283750.750000 Penalty: 4965.832520
	Iteration 11Q: 3 clusters Score -2283751 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2284330.750000 Penalty: 4965.832520
	Iteration 12Q: 3 clusters Score -2284331 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2284771.500000 Penalty: 4965.832520
	Iteration 13Q: 3 clusters Score -2284772 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2285014.750000 Penalty: 4965.832520
	Iteration 14Q: 3 clusters Score -2285015 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2285144.000000 Penalty: 4965.832520
	Iteration 15Q: 3 clusters Score -2285144 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2285259.250000 Penalty: 4965.832520
	Iteration 16Q: 3 clusters Score -2285259 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2285367.500000 Penalty: 4965.832520
	Iteration 17Q: 3 clusters Score -2285368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2285429.500000 Penalty: 4965.832520
	Iteration 18Q: 3 clusters Score -2285430 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2285482.500000 Penalty: 4965.832520
	Iteration 19Q: 3 clusters Score -2285482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2285505.000000 Penalty: 4965.832520
	Iteration 20F: 3 clusters Score -2285505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2285524.500000 Penalty: 4965.832520
	Iteration 21Q: 3 clusters Score -2285524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2285534.500000 Penalty: 4965.832520
	Iteration 22Q: 3 clusters Score -2285534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2285547.000000 Penalty: 4965.832520
	Iteration 23Q: 3 clusters Score -2285547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2285548.500000 Penalty: 4965.832520
	Iteration 24Q: 3 clusters Score -2285548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2285555.500000 Penalty: 4965.832520
	Iteration 25Q: 3 clusters Score -2285556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2285561.000000 Penalty: 4965.832520
	Iteration 26Q: 3 clusters Score -2285561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2285561.250000 Penalty: 4965.832520
	Iteration 27Q: 3 clusters Score -2285561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2285578.750000 Penalty: 4965.832520
	Iteration 28Q: 3 clusters Score -2285579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2285587.250000 Penalty: 4965.832520
	Iteration 29Q: 3 clusters Score -2285587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2285591.500000 Penalty: 4965.832520
	Iteration 30Q: 3 clusters Score -2285592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2285594.750000 Penalty: 4965.832520
	Iteration 31Q: 3 clusters Score -2285595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2285597.000000 Penalty: 4965.832520
	Iteration 32Q: 3 clusters Score -2285597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2285600.250000 Penalty: 4965.832520
	Iteration 33Q: 3 clusters Score -2285600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2285597.000000 Penalty: 4965.832520
	Iteration 34Q: 3 clusters Score -2285597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2285597.000000 Penalty: 4965.832520
	Iteration 35F: 3 clusters Score -2285597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (99426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99426 members 
Entering Unmasked Estep 
Score: -10464506.000000 Penalty: 2853.777832
	Iteration 0F: 2 clusters Score -1.046451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -10397943.000000 Penalty: 5707.555664
	Iteration 0F: 3 clusters Score -1.039794e+07 nChanged 47016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -10424225.000000 Penalty: 5707.555664
	Iteration 1F: 3 clusters Score -1.042422e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -10424907.000000 Penalty: 5707.555664
	Iteration 2Q: 3 clusters Score -1.042491e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -10425603.000000 Penalty: 5707.555664
	Iteration 3Q: 3 clusters Score -1.04256e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -10426615.000000 Penalty: 5707.555664
	Iteration 4Q: 3 clusters Score -1.042662e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -10428290.000000 Penalty: 5707.555664
	Iteration 5Q: 3 clusters Score -1.042829e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -10431460.000000 Penalty: 5707.555664
	Iteration 6F: 3 clusters Score -1.043146e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -10437087.000000 Penalty: 5707.555664
	Iteration 7F: 3 clusters Score -1.043709e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -10445424.000000 Penalty: 5707.555664
	Iteration 8F: 3 clusters Score -1.044542e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 91002 members 
Entering Unmasked Estep 
Score: -10453795.000000 Penalty: 5707.555664
	Iteration 9F: 3 clusters Score -1.04538e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -10459108.000000 Penalty: 5707.555664
	Iteration 10F: 3 clusters Score -1.045911e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -10461019.000000 Penalty: 5707.555664
	Iteration 11Q: 3 clusters Score -1.046102e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 98859 members 
Entering Unmasked Estep 
Score: -10461619.000000 Penalty: 5707.555664
	Iteration 12Q: 3 clusters Score -1.046162e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 99008 members 
Entering Unmasked Estep 
Score: -10461842.000000 Penalty: 5707.555664
	Iteration 13Q: 3 clusters Score -1.046184e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -10461945.000000 Penalty: 5707.555664
	Iteration 14Q: 3 clusters Score -1.046194e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -10462041.000000 Penalty: 5707.555664
	Iteration 15Q: 3 clusters Score -1.046204e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 99080 members 
Entering Unmasked Estep 
Score: -10462082.000000 Penalty: 5707.555664
	Iteration 16Q: 3 clusters Score -1.046208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -10462110.000000 Penalty: 5707.555664
	Iteration 17Q: 3 clusters Score -1.046211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -10462119.000000 Penalty: 5707.555664
	Iteration 18Q: 3 clusters Score -1.046212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -10462127.000000 Penalty: 5707.555664
	Iteration 19Q: 3 clusters Score -1.046213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -10462157.000000 Penalty: 5707.555664
	Iteration 20F: 3 clusters Score -1.046216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -10462174.000000 Penalty: 5707.555664
	Iteration 21Q: 3 clusters Score -1.046217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -10462181.000000 Penalty: 5707.555664
	Iteration 22Q: 3 clusters Score -1.046218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -10462191.000000 Penalty: 5707.555664
	Iteration 23Q: 3 clusters Score -1.046219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -10462197.000000 Penalty: 5707.555664
	Iteration 24Q: 3 clusters Score -1.04622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -10462197.000000 Penalty: 5707.555664
	Iteration 25Q: 3 clusters Score -1.04622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 99076 members 
Entering Unmasked Estep 
Score: -10462204.000000 Penalty: 5707.555664
	Iteration 26Q: 3 clusters Score -1.04622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -10462208.000000 Penalty: 5707.555664
	Iteration 27Q: 3 clusters Score -1.046221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -10462209.000000 Penalty: 5707.555664
	Iteration 28Q: 3 clusters Score -1.046221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -10462221.000000 Penalty: 5707.555664
	Iteration 29Q: 3 clusters Score -1.046222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -10462216.000000 Penalty: 5707.555664
	Iteration 30Q: 3 clusters Score -1.046222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -10462221.000000 Penalty: 5707.555664
	Iteration 31Q: 3 clusters Score -1.046222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -10462218.000000 Penalty: 5707.555664
	Iteration 32Q: 3 clusters Score -1.046222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -10462222.000000 Penalty: 5707.555664
	Iteration 33Q: 3 clusters Score -1.046222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -10462222.000000 Penalty: 5707.555664
	Iteration 34F: 3 clusters Score -1.046222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Entering Unmasked Estep 
Score: -2303958.250000 Penalty: 2474.058105
	Iteration 0F: 2 clusters Score -2303958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2288893.250000 Penalty: 4948.116211
	Iteration 0F: 3 clusters Score -2288893 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2293902.500000 Penalty: 4948.116211
	Iteration 1F: 3 clusters Score -2293902 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2294318.000000 Penalty: 4948.116211
	Iteration 2F: 3 clusters Score -2294318 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2294636.000000 Penalty: 4948.116211
	Iteration 3Q: 3 clusters Score -2294636 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2294915.250000 Penalty: 4948.116211
	Iteration 4Q: 3 clusters Score -2294915 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2295159.250000 Penalty: 4948.116211
	Iteration 5Q: 3 clusters Score -2295159 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2295469.500000 Penalty: 4948.116211
	Iteration 6Q: 3 clusters Score -2295470 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2295914.250000 Penalty: 4948.116211
	Iteration 7Q: 3 clusters Score -2295914 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2296507.500000 Penalty: 4948.116211
	Iteration 8Q: 3 clusters Score -2296508 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2297270.500000 Penalty: 4948.116211
	Iteration 9F: 3 clusters Score -2297270 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2298248.500000 Penalty: 4948.116211
	Iteration 10F: 3 clusters Score -2298248 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2299271.000000 Penalty: 4948.116211
	Iteration 11F: 3 clusters Score -2299271 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2300171.750000 Penalty: 4948.116211
	Iteration 12Q: 3 clusters Score -2300172 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2300803.000000 Penalty: 4948.116211
	Iteration 13Q: 3 clusters Score -2300803 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2301214.250000 Penalty: 4948.116211
	Iteration 14Q: 3 clusters Score -2301214 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2301438.500000 Penalty: 4948.116211
	Iteration 15Q: 3 clusters Score -2301438 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2301615.750000 Penalty: 4948.116211
	Iteration 16Q: 3 clusters Score -2301616 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2301720.250000 Penalty: 4948.116211
	Iteration 17Q: 3 clusters Score -2301720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2301773.500000 Penalty: 4948.116211
	Iteration 18Q: 3 clusters Score -2301774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2301810.000000 Penalty: 4948.116211
	Iteration 19Q: 3 clusters Score -2301810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2301837.750000 Penalty: 4948.116211
	Iteration 20F: 3 clusters Score -2301838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2301853.250000 Penalty: 4948.116211
	Iteration 21Q: 3 clusters Score -2301853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2301866.000000 Penalty: 4948.116211
	Iteration 22Q: 3 clusters Score -2301866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2301883.000000 Penalty: 4948.116211
	Iteration 23Q: 3 clusters Score -2301883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2301904.000000 Penalty: 4948.116211
	Iteration 24Q: 3 clusters Score -2301904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2301910.250000 Penalty: 4948.116211
	Iteration 25Q: 3 clusters Score -2301910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2301916.000000 Penalty: 4948.116211
	Iteration 26Q: 3 clusters Score -2301916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2301925.000000 Penalty: 4948.116211
	Iteration 27Q: 3 clusters Score -2301925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2301933.500000 Penalty: 4948.116211
	Iteration 28Q: 3 clusters Score -2301934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2301940.500000 Penalty: 4948.116211
	Iteration 29Q: 3 clusters Score -2301940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2301941.750000 Penalty: 4948.116211
	Iteration 30Q: 3 clusters Score -2301942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2301946.500000 Penalty: 4948.116211
	Iteration 31Q: 3 clusters Score -2301946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2301953.500000 Penalty: 4948.116211
	Iteration 32Q: 3 clusters Score -2301954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2301960.500000 Penalty: 4948.116211
	Iteration 33Q: 3 clusters Score -2301960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2301968.250000 Penalty: 4948.116211
	Iteration 34Q: 3 clusters Score -2301968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2301971.000000 Penalty: 4948.116211
	Iteration 35Q: 3 clusters Score -2301971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2301974.250000 Penalty: 4948.116211
	Iteration 36Q: 3 clusters Score -2301974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2301980.500000 Penalty: 4948.116211
	Iteration 37Q: 3 clusters Score -2301980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2301986.000000 Penalty: 4948.116211
	Iteration 38Q: 3 clusters Score -2301986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2301990.000000 Penalty: 4948.116211
	Iteration 39Q: 3 clusters Score -2301990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2301992.500000 Penalty: 4948.116211
	Iteration 40F: 3 clusters Score -2301992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2301995.750000 Penalty: 4948.116211
	Iteration 41Q: 3 clusters Score -2301996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2301996.500000 Penalty: 4948.116211
	Iteration 42Q: 3 clusters Score -2301996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2301995.750000 Penalty: 4948.116211
	Iteration 43Q: 3 clusters Score -2301996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2301996.750000 Penalty: 4948.116211
	Iteration 44Q: 3 clusters Score -2301997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2301998.250000 Penalty: 4948.116211
	Iteration 45Q: 3 clusters Score -2301998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2301998.250000 Penalty: 4948.116211
	Iteration 46F: 3 clusters Score -2301998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -73817.484375 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73817.48 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74242.898438 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74242.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74446.960938 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74446.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74626.414062 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -74626.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74716.617188 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -74716.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -74780.492188 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -74780.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74815.132812 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -74815.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74852.515625 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -74852.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74883.382812 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -74883.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74907.476562 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -74907.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -74919.195312 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -74919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -74926.226562 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -74926.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74931.039062 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -74931.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -74939.531250 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -74939.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74961.312500 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -74961.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74982.367188 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -74982.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -74996.398438 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -74996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -75011.476562 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -75011.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -75021.242188 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -75021.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -75027.132812 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -75027.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -75027.835938 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -75027.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -75028.585938 Penalty: 3333.229248
	Iteration 21Q: 3 clusters Score -75028.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -75028.585938 Penalty: 3333.229248
	Iteration 22F: 3 clusters Score -75028.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Entering Unmasked Estep 
Score: -1230723.750000 Penalty: 2318.220947
	Iteration 0F: 2 clusters Score -1230724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1222192.375000 Penalty: 4636.441895
	Iteration 0F: 3 clusters Score -1222192 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1224650.500000 Penalty: 4636.441895
	Iteration 1F: 3 clusters Score -1224650 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1224963.000000 Penalty: 4636.441895
	Iteration 2F: 3 clusters Score -1224963 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1225224.250000 Penalty: 4636.441895
	Iteration 3F: 3 clusters Score -1225224 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1225488.875000 Penalty: 4636.441895
	Iteration 4Q: 3 clusters Score -1225489 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1225802.625000 Penalty: 4636.441895
	Iteration 5Q: 3 clusters Score -1225803 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1226184.500000 Penalty: 4636.441895
	Iteration 6F: 3 clusters Score -1226184 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1226651.250000 Penalty: 4636.441895
	Iteration 7F: 3 clusters Score -1226651 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1227154.750000 Penalty: 4636.441895
	Iteration 8F: 3 clusters Score -1227155 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1227708.500000 Penalty: 4636.441895
	Iteration 9F: 3 clusters Score -1227708 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1228200.750000 Penalty: 4636.441895
	Iteration 10Q: 3 clusters Score -1228201 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1228583.000000 Penalty: 4636.441895
	Iteration 11Q: 3 clusters Score -1228583 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1228865.375000 Penalty: 4636.441895
	Iteration 12Q: 3 clusters Score -1228865 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1229037.375000 Penalty: 4636.441895
	Iteration 13Q: 3 clusters Score -1229037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1229157.875000 Penalty: 4636.441895
	Iteration 14Q: 3 clusters Score -1229158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1229229.250000 Penalty: 4636.441895
	Iteration 15Q: 3 clusters Score -1229229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1229267.375000 Penalty: 4636.441895
	Iteration 16Q: 3 clusters Score -1229267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1229276.875000 Penalty: 4636.441895
	Iteration 17Q: 3 clusters Score -1229277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1229281.750000 Penalty: 4636.441895
	Iteration 18Q: 3 clusters Score -1229282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1229285.750000 Penalty: 4636.441895
	Iteration 19Q: 3 clusters Score -1229286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1229285.500000 Penalty: 4636.441895
	Iteration 20F: 3 clusters Score -1229286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1229289.625000 Penalty: 4636.441895
	Iteration 21Q: 3 clusters Score -1229290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1229292.375000 Penalty: 4636.441895
	Iteration 22Q: 3 clusters Score -1229292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1229293.375000 Penalty: 4636.441895
	Iteration 23Q: 3 clusters Score -1229293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1229297.125000 Penalty: 4636.441895
	Iteration 24Q: 3 clusters Score -1229297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1229298.500000 Penalty: 4636.441895
	Iteration 25Q: 3 clusters Score -1229298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1229301.000000 Penalty: 4636.441895
	Iteration 26Q: 3 clusters Score -1229301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1229299.875000 Penalty: 4636.441895
	Iteration 27Q: 3 clusters Score -1229300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1229301.375000 Penalty: 4636.441895
	Iteration 28Q: 3 clusters Score -1229301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1229301.375000 Penalty: 4636.441895
	Iteration 29F: 3 clusters Score -1229301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -497802.281250 Penalty: 2110.571777
	Iteration 0F: 2 clusters Score -497802.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -493286.281250 Penalty: 4221.143555
	Iteration 0F: 3 clusters Score -493286.3 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -494452.218750 Penalty: 4221.143555
	Iteration 1F: 3 clusters Score -494452.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -494655.906250 Penalty: 4221.143555
	Iteration 2F: 3 clusters Score -494655.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -494795.906250 Penalty: 4221.143555
	Iteration 3F: 3 clusters Score -494795.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -494911.593750 Penalty: 4221.143555
	Iteration 4Q: 3 clusters Score -494911.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -495016.531250 Penalty: 4221.143555
	Iteration 5Q: 3 clusters Score -495016.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -495127.593750 Penalty: 4221.143555
	Iteration 6Q: 3 clusters Score -495127.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -495207.625000 Penalty: 4221.143555
	Iteration 7Q: 3 clusters Score -495207.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -495285.250000 Penalty: 4221.143555
	Iteration 8Q: 3 clusters Score -495285.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -495357.593750 Penalty: 4221.143555
	Iteration 9Q: 3 clusters Score -495357.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -495437.593750 Penalty: 4221.143555
	Iteration 10Q: 3 clusters Score -495437.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -495503.187500 Penalty: 4221.143555
	Iteration 11Q: 3 clusters Score -495503.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -495558.750000 Penalty: 4221.143555
	Iteration 12Q: 3 clusters Score -495558.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -495611.750000 Penalty: 4221.143555
	Iteration 13Q: 3 clusters Score -495611.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -495663.406250 Penalty: 4221.143555
	Iteration 14Q: 3 clusters Score -495663.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -495702.906250 Penalty: 4221.143555
	Iteration 15Q: 3 clusters Score -495702.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -495741.875000 Penalty: 4221.143555
	Iteration 16Q: 3 clusters Score -495741.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -495775.687500 Penalty: 4221.143555
	Iteration 17Q: 3 clusters Score -495775.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -495801.468750 Penalty: 4221.143555
	Iteration 18Q: 3 clusters Score -495801.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -495831.312500 Penalty: 4221.143555
	Iteration 19Q: 3 clusters Score -495831.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -495859.937500 Penalty: 4221.143555
	Iteration 20F: 3 clusters Score -495859.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -495878.031250 Penalty: 4221.143555
	Iteration 21Q: 3 clusters Score -495878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -495892.281250 Penalty: 4221.143555
	Iteration 22Q: 3 clusters Score -495892.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -495904.562500 Penalty: 4221.143555
	Iteration 23Q: 3 clusters Score -495904.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -495914.156250 Penalty: 4221.143555
	Iteration 24Q: 3 clusters Score -495914.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -495923.906250 Penalty: 4221.143555
	Iteration 25Q: 3 clusters Score -495923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -495934.125000 Penalty: 4221.143555
	Iteration 26Q: 3 clusters Score -495934.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -495938.875000 Penalty: 4221.143555
	Iteration 27Q: 3 clusters Score -495938.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -495946.656250 Penalty: 4221.143555
	Iteration 28Q: 3 clusters Score -495946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -495954.093750 Penalty: 4221.143555
	Iteration 29Q: 3 clusters Score -495954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -495963.187500 Penalty: 4221.143555
	Iteration 30Q: 3 clusters Score -495963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -495967.750000 Penalty: 4221.143555
	Iteration 31Q: 3 clusters Score -495967.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -495971.406250 Penalty: 4221.143555
	Iteration 32Q: 3 clusters Score -495971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -495973.843750 Penalty: 4221.143555
	Iteration 33Q: 3 clusters Score -495973.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -495973.250000 Penalty: 4221.143555
	Iteration 34Q: 3 clusters Score -495973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -495973.250000 Penalty: 4221.143555
	Iteration 35F: 3 clusters Score -495973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Entering Unmasked Estep 
Score: -1518795.625000 Penalty: 2381.993408
	Iteration 0F: 2 clusters Score -1518796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1508037.250000 Penalty: 4763.986816
	Iteration 0F: 3 clusters Score -1508037 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1511417.125000 Penalty: 4763.986816
	Iteration 1F: 3 clusters Score -1511417 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1511708.875000 Penalty: 4763.986816
	Iteration 2F: 3 clusters Score -1511709 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1511932.000000 Penalty: 4763.986816
	Iteration 3Q: 3 clusters Score -1511932 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1512125.500000 Penalty: 4763.986816
	Iteration 4Q: 3 clusters Score -1512126 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1512336.000000 Penalty: 4763.986816
	Iteration 5Q: 3 clusters Score -1512336 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1512585.875000 Penalty: 4763.986816
	Iteration 6Q: 3 clusters Score -1512586 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1512864.500000 Penalty: 4763.986816
	Iteration 7Q: 3 clusters Score -1512864 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1513167.625000 Penalty: 4763.986816
	Iteration 8Q: 3 clusters Score -1513168 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1513523.375000 Penalty: 4763.986816
	Iteration 9Q: 3 clusters Score -1513523 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1513872.625000 Penalty: 4763.986816
	Iteration 10Q: 3 clusters Score -1513873 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1514155.125000 Penalty: 4763.986816
	Iteration 11Q: 3 clusters Score -1514155 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1514420.875000 Penalty: 4763.986816
	Iteration 12Q: 3 clusters Score -1514421 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1514669.125000 Penalty: 4763.986816
	Iteration 13Q: 3 clusters Score -1514669 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1514918.500000 Penalty: 4763.986816
	Iteration 14Q: 3 clusters Score -1514918 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1515131.000000 Penalty: 4763.986816
	Iteration 15Q: 3 clusters Score -1515131 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1515349.250000 Penalty: 4763.986816
	Iteration 16Q: 3 clusters Score -1515349 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1515541.125000 Penalty: 4763.986816
	Iteration 17Q: 3 clusters Score -1515541 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1515688.625000 Penalty: 4763.986816
	Iteration 18Q: 3 clusters Score -1515689 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1515808.125000 Penalty: 4763.986816
	Iteration 19Q: 3 clusters Score -1515808 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1515918.125000 Penalty: 4763.986816
	Iteration 20F: 3 clusters Score -1515918 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1516016.875000 Penalty: 4763.986816
	Iteration 21Q: 3 clusters Score -1516017 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1516114.125000 Penalty: 4763.986816
	Iteration 22Q: 3 clusters Score -1516114 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1516198.000000 Penalty: 4763.986816
	Iteration 23Q: 3 clusters Score -1516198 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1516271.250000 Penalty: 4763.986816
	Iteration 24Q: 3 clusters Score -1516271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1516336.375000 Penalty: 4763.986816
	Iteration 25Q: 3 clusters Score -1516336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1516404.875000 Penalty: 4763.986816
	Iteration 26Q: 3 clusters Score -1516405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1516458.125000 Penalty: 4763.986816
	Iteration 27Q: 3 clusters Score -1516458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1516506.625000 Penalty: 4763.986816
	Iteration 28Q: 3 clusters Score -1516507 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1516541.375000 Penalty: 4763.986816
	Iteration 29Q: 3 clusters Score -1516541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1516591.750000 Penalty: 4763.986816
	Iteration 30Q: 3 clusters Score -1516592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1516625.250000 Penalty: 4763.986816
	Iteration 31Q: 3 clusters Score -1516625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1516655.000000 Penalty: 4763.986816
	Iteration 32Q: 3 clusters Score -1516655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1516672.750000 Penalty: 4763.986816
	Iteration 33Q: 3 clusters Score -1516673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1516697.000000 Penalty: 4763.986816
	Iteration 34Q: 3 clusters Score -1516697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1516716.875000 Penalty: 4763.986816
	Iteration 35Q: 3 clusters Score -1516717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1516734.500000 Penalty: 4763.986816
	Iteration 36Q: 3 clusters Score -1516734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1516742.500000 Penalty: 4763.986816
	Iteration 37Q: 3 clusters Score -1516742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1516751.625000 Penalty: 4763.986816
	Iteration 38Q: 3 clusters Score -1516752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1516759.250000 Penalty: 4763.986816
	Iteration 39Q: 3 clusters Score -1516759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1516768.500000 Penalty: 4763.986816
	Iteration 40F: 3 clusters Score -1516768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -1516775.750000 Penalty: 4763.986816
	Iteration 41Q: 3 clusters Score -1516776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1516781.750000 Penalty: 4763.986816
	Iteration 42Q: 3 clusters Score -1516782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1516785.750000 Penalty: 4763.986816
	Iteration 43Q: 3 clusters Score -1516786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1516788.625000 Penalty: 4763.986816
	Iteration 44Q: 3 clusters Score -1516789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1516792.250000 Penalty: 4763.986816
	Iteration 45Q: 3 clusters Score -1516792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1516794.125000 Penalty: 4763.986816
	Iteration 46Q: 3 clusters Score -1516794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1516796.500000 Penalty: 4763.986816
	Iteration 47Q: 3 clusters Score -1516796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1516801.125000 Penalty: 4763.986816
	Iteration 48Q: 3 clusters Score -1516801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1516802.250000 Penalty: 4763.986816
	Iteration 49Q: 3 clusters Score -1516802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1516804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1516802.375000 Penalty: 4763.986816
	Iteration 51Q: 3 clusters Score -1516802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1516807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1516806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1516808.000000 Penalty: 4763.986816
	Iteration 54Q: 3 clusters Score -1516808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1516806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1516806.125000 Penalty: 4763.986816
	Iteration 56F: 3 clusters Score -1516806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 4 contains 68361 members 
Mstep: Class 5 contains 203745 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 4778 members 
Mstep: Class 11 contains 204532 members 
Mstep: Class 14 contains 22287 members 
Mstep: Class 15 contains 99426 members 
Mstep: Class 16 contains 21505 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11472 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 21 contains 14836 members 
Entering Unmasked Estep 
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Iteration 39Q: 14 clusters Score -7.005199e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 4 contains 68183 members 
Mstep: Class 5 contains 202463 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 4908 members 
Mstep: Class 11 contains 206901 members 
Mstep: Class 14 contains 22547 members 
Mstep: Class 15 contains 98482 members 
Mstep: Class 16 contains 21566 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11466 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 21 contains 14660 members 
Entering Unmasked Estep 
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Iteration 40F: 14 clusters Score -7.005238e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 4 contains 68020 members 
Mstep: Class 5 contains 201445 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 208742 members 
Mstep: Class 14 contains 22836 members 
Mstep: Class 15 contains 97647 members 
Mstep: Class 16 contains 21637 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11576 members 
Mstep: Class 19 contains 5001 members 
Mstep: Class 21 contains 14476 members 
Entering Unmasked Estep 
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Iteration 41Q: 14 clusters Score -7.005242e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 4 contains 67855 members 
Mstep: Class 5 contains 200808 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 5178 members 
Mstep: Class 11 contains 210025 members 
Mstep: Class 14 contains 23108 members 
Mstep: Class 15 contains 96920 members 
Mstep: Class 16 contains 21722 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 5004 members 
Mstep: Class 21 contains 14306 members 
Entering Unmasked Estep 
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Iteration 42Q: 14 clusters Score -7.005245e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 4 contains 67772 members 
Mstep: Class 5 contains 200606 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 5337 members 
Mstep: Class 11 contains 210641 members 
Mstep: Class 14 contains 23423 members 
Mstep: Class 15 contains 96315 members 
Mstep: Class 16 contains 21818 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 5019 members 
Mstep: Class 21 contains 14106 members 
Entering Unmasked Estep 
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Iteration 43Q: 14 clusters Score -7.005207e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 4 contains 67695 members 
Mstep: Class 5 contains 201003 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 210439 members 
Mstep: Class 14 contains 23739 members 
Mstep: Class 15 contains 95846 members 
Mstep: Class 16 contains 21919 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 11888 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 21 contains 13908 members 
Entering Unmasked Estep 
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Iteration 44Q: 14 clusters Score -7.005196e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 4 contains 67649 members 
Mstep: Class 5 contains 201919 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 11 contains 209474 members 
Mstep: Class 14 contains 24060 members 
Mstep: Class 15 contains 95511 members 
Mstep: Class 16 contains 22012 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12022 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 21 contains 13717 members 
Entering Unmasked Estep 
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Iteration 45Q: 14 clusters Score -7.005193e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 4 contains 67622 members 
Mstep: Class 5 contains 203239 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 207991 members 
Mstep: Class 14 contains 24381 members 
Mstep: Class 15 contains 95277 members 
Mstep: Class 16 contains 22086 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12175 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 21 contains 13524 members 
Entering Unmasked Estep 
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Iteration 46Q: 14 clusters Score -7.005221e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 4 contains 67615 members 
Mstep: Class 5 contains 204826 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 206224 members 
Mstep: Class 14 contains 24733 members 
Mstep: Class 15 contains 95032 members 
Mstep: Class 16 contains 22165 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12310 members 
Mstep: Class 19 contains 5041 members 
Mstep: Class 21 contains 13311 members 
Entering Unmasked Estep 
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Iteration 47Q: 14 clusters Score -7.005258e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 4 contains 67566 members 
Mstep: Class 5 contains 206520 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 204381 members 
Mstep: Class 14 contains 25096 members 
Mstep: Class 15 contains 94781 members 
Mstep: Class 16 contains 22236 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 5043 members 
Mstep: Class 21 contains 13098 members 
Entering Unmasked Estep 
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Iteration 48Q: 14 clusters Score -7.005318e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 4 contains 67507 members 
Mstep: Class 5 contains 208144 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 6209 members 
Mstep: Class 11 contains 202704 members 
Mstep: Class 14 contains 25495 members 
Mstep: Class 15 contains 94507 members 
Mstep: Class 16 contains 22292 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12568 members 
Mstep: Class 19 contains 5039 members 
Mstep: Class 21 contains 12853 members 
Entering Unmasked Estep 
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Iteration 49Q: 14 clusters Score -7.005352e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 4 contains 67447 members 
Mstep: Class 5 contains 209565 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 201212 members 
Mstep: Class 14 contains 25903 members 
Mstep: Class 15 contains 94248 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12680 members 
Mstep: Class 19 contains 5033 members 
Mstep: Class 21 contains 12593 members 
Entering Unmasked Estep 
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Iteration 50Q: 14 clusters Score -7.005374e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 4 contains 67362 members 
Mstep: Class 5 contains 210817 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 199992 members 
Mstep: Class 14 contains 26348 members 
Mstep: Class 15 contains 93922 members 
Mstep: Class 16 contains 22411 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12769 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 21 contains 12301 members 
Entering Unmasked Estep 
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Iteration 51Q: 14 clusters Score -7.005374e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 4 contains 67258 members 
Mstep: Class 5 contains 211802 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 6728 members 
Mstep: Class 11 contains 199082 members 
Mstep: Class 14 contains 26797 members 
Mstep: Class 15 contains 93605 members 
Mstep: Class 16 contains 22459 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12855 members 
Mstep: Class 19 contains 5023 members 
Mstep: Class 21 contains 12015 members 
Entering Unmasked Estep 
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Iteration 52Q: 14 clusters Score -7.005386e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 4 contains 67093 members 
Mstep: Class 5 contains 212646 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 198472 members 
Mstep: Class 14 contains 27235 members 
Mstep: Class 15 contains 93220 members 
Mstep: Class 16 contains 22514 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 12942 members 
Mstep: Class 19 contains 5014 members 
Mstep: Class 21 contains 11717 members 
Entering Unmasked Estep 
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Iteration 53Q: 14 clusters Score -7.005334e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 4 contains 66922 members 
Mstep: Class 5 contains 213167 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 7051 members 
Mstep: Class 11 contains 198222 members 
Mstep: Class 14 contains 27640 members 
Mstep: Class 15 contains 92843 members 
Mstep: Class 16 contains 22557 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13018 members 
Mstep: Class 19 contains 5002 members 
Mstep: Class 21 contains 11435 members 
Entering Unmasked Estep 
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Iteration 54Q: 14 clusters Score -7.005302e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 4 contains 66794 members 
Mstep: Class 5 contains 213425 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 7228 members 
Mstep: Class 11 contains 198286 members 
Mstep: Class 14 contains 27993 members 
Mstep: Class 15 contains 92408 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13105 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 21 contains 11161 members 
Entering Unmasked Estep 
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Iteration 55Q: 14 clusters Score -7.005296e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 4 contains 66638 members 
Mstep: Class 5 contains 213459 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 7386 members 
Mstep: Class 11 contains 198632 members 
Mstep: Class 14 contains 28353 members 
Mstep: Class 15 contains 91964 members 
Mstep: Class 16 contains 22633 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13200 members 
Mstep: Class 19 contains 4997 members 
Mstep: Class 21 contains 10890 members 
Entering Unmasked Estep 
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Iteration 56Q: 14 clusters Score -7.005315e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 4 contains 66442 members 
Mstep: Class 5 contains 213324 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 7533 members 
Mstep: Class 11 contains 199219 members 
Mstep: Class 14 contains 28690 members 
Mstep: Class 15 contains 91552 members 
Mstep: Class 16 contains 22669 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13276 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 21 contains 10625 members 
Entering Unmasked Estep 
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Iteration 57Q: 14 clusters Score -7.005334e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 4 contains 66236 members 
Mstep: Class 5 contains 213007 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 200028 members 
Mstep: Class 14 contains 29018 members 
Mstep: Class 15 contains 91168 members 
Mstep: Class 16 contains 22690 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13340 members 
Mstep: Class 19 contains 4990 members 
Mstep: Class 21 contains 10350 members 
Entering Unmasked Estep 
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Iteration 58Q: 14 clusters Score -7.005351e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 4 contains 66042 members 
Mstep: Class 5 contains 212572 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 7830 members 
Mstep: Class 11 contains 200881 members 
Mstep: Class 14 contains 29338 members 
Mstep: Class 15 contains 90805 members 
Mstep: Class 16 contains 22724 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13403 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 21 contains 10091 members 
Entering Unmasked Estep 
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Iteration 59Q: 14 clusters Score -7.005378e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 4 contains 65867 members 
Mstep: Class 5 contains 212075 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 7977 members 
Mstep: Class 11 contains 201785 members 
Mstep: Class 14 contains 29612 members 
Mstep: Class 15 contains 90472 members 
Mstep: Class 16 contains 22759 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13472 members 
Mstep: Class 19 contains 4989 members 
Mstep: Class 21 contains 9832 members 
Entering Unmasked Estep 
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Iteration 60F: 14 clusters Score -7.005369e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 4 contains 65685 members 
Mstep: Class 5 contains 211541 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 8127 members 
Mstep: Class 11 contains 202740 members 
Mstep: Class 14 contains 29841 members 
Mstep: Class 15 contains 90155 members 
Mstep: Class 16 contains 22783 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13525 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 21 contains 9628 members 
Entering Unmasked Estep 
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Iteration 61Q: 14 clusters Score -7.005361e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 4 contains 65539 members 
Mstep: Class 5 contains 211027 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 8247 members 
Mstep: Class 11 contains 203568 members 
Mstep: Class 14 contains 30077 members 
Mstep: Class 15 contains 89859 members 
Mstep: Class 16 contains 22821 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13580 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 21 contains 9426 members 
Entering Unmasked Estep 
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Iteration 62Q: 14 clusters Score -7.005331e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 4 contains 65428 members 
Mstep: Class 5 contains 210525 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 8367 members 
Mstep: Class 11 contains 204345 members 
Mstep: Class 14 contains 30279 members 
Mstep: Class 15 contains 89596 members 
Mstep: Class 16 contains 22834 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13658 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 21 contains 9233 members 
Entering Unmasked Estep 
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Iteration 63Q: 14 clusters Score -7.005359e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 4 contains 65343 members 
Mstep: Class 5 contains 210108 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 8505 members 
Mstep: Class 11 contains 205000 members 
Mstep: Class 14 contains 30453 members 
Mstep: Class 15 contains 89358 members 
Mstep: Class 16 contains 22867 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13730 members 
Mstep: Class 19 contains 4986 members 
Mstep: Class 21 contains 9044 members 
Entering Unmasked Estep 
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Iteration 64Q: 14 clusters Score -7.005367e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 4 contains 65271 members 
Mstep: Class 5 contains 209849 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 205481 members 
Mstep: Class 14 contains 30608 members 
Mstep: Class 15 contains 89147 members 
Mstep: Class 16 contains 22899 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13798 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 21 contains 8846 members 
Entering Unmasked Estep 
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Iteration 65Q: 14 clusters Score -7.005362e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 4 contains 65204 members 
Mstep: Class 5 contains 209697 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8782 members 
Mstep: Class 11 contains 205799 members 
Mstep: Class 14 contains 30780 members 
Mstep: Class 15 contains 88966 members 
Mstep: Class 16 contains 22916 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13881 members 
Mstep: Class 19 contains 4987 members 
Mstep: Class 21 contains 8657 members 
Entering Unmasked Estep 
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Iteration 66Q: 14 clusters Score -7.00536e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 4 contains 65144 members 
Mstep: Class 5 contains 209649 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8906 members 
Mstep: Class 11 contains 205945 members 
Mstep: Class 14 contains 31000 members 
Mstep: Class 15 contains 88809 members 
Mstep: Class 16 contains 22952 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 13951 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 21 contains 8441 members 
Entering Unmasked Estep 
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Iteration 67Q: 14 clusters Score -7.005359e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 209631 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9017 members 
Mstep: Class 11 contains 205966 members 
Mstep: Class 14 contains 31260 members 
Mstep: Class 15 contains 88679 members 
Mstep: Class 16 contains 22992 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14018 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 21 contains 8221 members 
Entering Unmasked Estep 
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Iteration 68Q: 14 clusters Score -7.005377e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 4 contains 65070 members 
Mstep: Class 5 contains 209740 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9114 members 
Mstep: Class 11 contains 205859 members 
Mstep: Class 14 contains 31513 members 
Mstep: Class 15 contains 88553 members 
Mstep: Class 16 contains 23021 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14093 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 21 contains 8017 members 
Entering Unmasked Estep 
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Iteration 69Q: 14 clusters Score -7.00539e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 4 contains 65030 members 
Mstep: Class 5 contains 209893 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9218 members 
Mstep: Class 11 contains 205685 members 
Mstep: Class 14 contains 31744 members 
Mstep: Class 15 contains 88435 members 
Mstep: Class 16 contains 23046 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14175 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 21 contains 7826 members 
Entering Unmasked Estep 
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Iteration 70Q: 14 clusters Score -7.005394e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 4 contains 64993 members 
Mstep: Class 5 contains 210061 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9306 members 
Mstep: Class 11 contains 205443 members 
Mstep: Class 14 contains 32007 members 
Mstep: Class 15 contains 88339 members 
Mstep: Class 16 contains 23062 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14257 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 21 contains 7655 members 
Entering Unmasked Estep 
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Iteration 71Q: 14 clusters Score -7.00539e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 4 contains 64964 members 
Mstep: Class 5 contains 210250 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 205195 members 
Mstep: Class 14 contains 32284 members 
Mstep: Class 15 contains 88236 members 
Mstep: Class 16 contains 23075 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14335 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 21 contains 7465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053968.000000 Penalty: 43306.667969
Iteration 72Q: 14 clusters Score -7.005397e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 4 contains 64929 members 
Mstep: Class 5 contains 210517 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 204913 members 
Mstep: Class 14 contains 32546 members 
Mstep: Class 15 contains 88137 members 
Mstep: Class 16 contains 23078 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14404 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 21 contains 7267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054160.000000 Penalty: 43306.667969
Iteration 73Q: 14 clusters Score -7.005416e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 4 contains 64886 members 
Mstep: Class 5 contains 210812 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 204608 members 
Mstep: Class 14 contains 32805 members 
Mstep: Class 15 contains 88028 members 
Mstep: Class 16 contains 23085 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14476 members 
Mstep: Class 19 contains 4953 members 
Mstep: Class 21 contains 7073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054360.000000 Penalty: 43306.667969
Iteration 74Q: 14 clusters Score -7.005436e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 4 contains 64861 members 
Mstep: Class 5 contains 211035 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 204350 members 
Mstep: Class 14 contains 33083 members 
Mstep: Class 15 contains 87907 members 
Mstep: Class 16 contains 23101 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14533 members 
Mstep: Class 19 contains 4950 members 
Mstep: Class 21 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054464.000000 Penalty: 43306.667969
Iteration 75Q: 14 clusters Score -7.005446e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 4 contains 64832 members 
Mstep: Class 5 contains 211212 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9696 members 
Mstep: Class 11 contains 204183 members 
Mstep: Class 14 contains 33375 members 
Mstep: Class 15 contains 87771 members 
Mstep: Class 16 contains 23108 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14587 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 21 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054792.000000 Penalty: 43306.667969
Iteration 76Q: 14 clusters Score -7.005479e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 4 contains 64782 members 
Mstep: Class 5 contains 211370 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9736 members 
Mstep: Class 11 contains 204062 members 
Mstep: Class 14 contains 33650 members 
Mstep: Class 15 contains 87649 members 
Mstep: Class 16 contains 23113 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14633 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 21 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054664.000000 Penalty: 43306.667969
Iteration 77Q: 14 clusters Score -7.005466e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 4 contains 64736 members 
Mstep: Class 5 contains 211497 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9794 members 
Mstep: Class 11 contains 203958 members 
Mstep: Class 14 contains 33888 members 
Mstep: Class 15 contains 87557 members 
Mstep: Class 16 contains 23125 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14696 members 
Mstep: Class 19 contains 4933 members 
Mstep: Class 21 contains 6451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054680.000000 Penalty: 43306.667969
Iteration 78Q: 14 clusters Score -7.005468e+07 nChanged 1355
Entering ConstructFrom: 
Score: -70054680.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (18415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Entering Unmasked Estep 
Score: -1930662.500000 Penalty: 2435.588379
	Iteration 0F: 2 clusters Score -1930662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1917525.000000 Penalty: 4871.176758
	Iteration 0F: 3 clusters Score -1917525 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1921736.750000 Penalty: 4871.176758
	Iteration 1F: 3 clusters Score -1921737 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1922083.000000 Penalty: 4871.176758
	Iteration 2F: 3 clusters Score -1922083 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1922395.375000 Penalty: 4871.176758
	Iteration 3Q: 3 clusters Score -1922395 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1922635.875000 Penalty: 4871.176758
	Iteration 4Q: 3 clusters Score -1922636 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1922850.250000 Penalty: 4871.176758
	Iteration 5Q: 3 clusters Score -1922850 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1923047.500000 Penalty: 4871.176758
	Iteration 6Q: 3 clusters Score -1923048 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1923244.125000 Penalty: 4871.176758
	Iteration 7Q: 3 clusters Score -1923244 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1923479.125000 Penalty: 4871.176758
	Iteration 8Q: 3 clusters Score -1923479 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1923730.625000 Penalty: 4871.176758
	Iteration 9Q: 3 clusters Score -1923731 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1924033.125000 Penalty: 4871.176758
	Iteration 10Q: 3 clusters Score -1924033 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1924406.875000 Penalty: 4871.176758
	Iteration 11Q: 3 clusters Score -1924407 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1924852.875000 Penalty: 4871.176758
	Iteration 12Q: 3 clusters Score -1924853 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1925395.625000 Penalty: 4871.176758
	Iteration 13Q: 3 clusters Score -1925396 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1926031.875000 Penalty: 4871.176758
	Iteration 14Q: 3 clusters Score -1926032 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1926700.875000 Penalty: 4871.176758
	Iteration 15Q: 3 clusters Score -1926701 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1927204.125000 Penalty: 4871.176758
	Iteration 16Q: 3 clusters Score -1927204 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1927584.875000 Penalty: 4871.176758
	Iteration 17Q: 3 clusters Score -1927585 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -1927903.125000 Penalty: 4871.176758
	Iteration 18Q: 3 clusters Score -1927903 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1928099.375000 Penalty: 4871.176758
	Iteration 19Q: 3 clusters Score -1928099 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -1928250.250000 Penalty: 4871.176758
	Iteration 20F: 3 clusters Score -1928250 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1928350.875000 Penalty: 4871.176758
	Iteration 21Q: 3 clusters Score -1928351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1928402.750000 Penalty: 4871.176758
	Iteration 22Q: 3 clusters Score -1928403 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1928437.000000 Penalty: 4871.176758
	Iteration 23Q: 3 clusters Score -1928437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1928465.875000 Penalty: 4871.176758
	Iteration 24Q: 3 clusters Score -1928466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1928477.375000 Penalty: 4871.176758
	Iteration 25Q: 3 clusters Score -1928477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1928495.250000 Penalty: 4871.176758
	Iteration 26Q: 3 clusters Score -1928495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1928510.875000 Penalty: 4871.176758
	Iteration 27Q: 3 clusters Score -1928511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -1928526.875000 Penalty: 4871.176758
	Iteration 28Q: 3 clusters Score -1928527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1928536.500000 Penalty: 4871.176758
	Iteration 29Q: 3 clusters Score -1928536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1928539.750000 Penalty: 4871.176758
	Iteration 30Q: 3 clusters Score -1928540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1928544.875000 Penalty: 4871.176758
	Iteration 31Q: 3 clusters Score -1928545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1928547.500000 Penalty: 4871.176758
	Iteration 32Q: 3 clusters Score -1928548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1928548.375000 Penalty: 4871.176758
	Iteration 33Q: 3 clusters Score -1928548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1928552.500000 Penalty: 4871.176758
	Iteration 34Q: 3 clusters Score -1928552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1928555.250000 Penalty: 4871.176758
	Iteration 35Q: 3 clusters Score -1928555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1928556.875000 Penalty: 4871.176758
	Iteration 36Q: 3 clusters Score -1928557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1928559.000000 Penalty: 4871.176758
	Iteration 37Q: 3 clusters Score -1928559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -1928559.750000 Penalty: 4871.176758
	Iteration 38Q: 3 clusters Score -1928560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1928562.000000 Penalty: 4871.176758
	Iteration 39Q: 3 clusters Score -1928562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1928562.000000 Penalty: 4871.176758
	Iteration 40F: 3 clusters Score -1928562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (64717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64717 members 
Entering Unmasked Estep 
Score: -6845661.500000 Penalty: 2747.289062
	Iteration 0F: 2 clusters Score -6845662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -6801966.000000 Penalty: 5494.578125
	Iteration 0F: 3 clusters Score -6801966 nChanged 30272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -6818960.000000 Penalty: 5494.578125
	Iteration 1F: 3 clusters Score -6818960 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -6819679.000000 Penalty: 5494.578125
	Iteration 2Q: 3 clusters Score -6819679 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -6820451.500000 Penalty: 5494.578125
	Iteration 3Q: 3 clusters Score -6820452 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -6821464.000000 Penalty: 5494.578125
	Iteration 4Q: 3 clusters Score -6821464 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -6822906.000000 Penalty: 5494.578125
	Iteration 5Q: 3 clusters Score -6822906 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -6824981.000000 Penalty: 5494.578125
	Iteration 6F: 3 clusters Score -6824981 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -6827899.500000 Penalty: 5494.578125
	Iteration 7F: 3 clusters Score -6827900 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -6831377.500000 Penalty: 5494.578125
	Iteration 8F: 3 clusters Score -6831378 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -6834614.500000 Penalty: 5494.578125
	Iteration 9F: 3 clusters Score -6834614 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -6837060.500000 Penalty: 5494.578125
	Iteration 10Q: 3 clusters Score -6837060 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -6838835.000000 Penalty: 5494.578125
	Iteration 11Q: 3 clusters Score -6838835 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -6839972.000000 Penalty: 5494.578125
	Iteration 12Q: 3 clusters Score -6839972 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -6840861.500000 Penalty: 5494.578125
	Iteration 13Q: 3 clusters Score -6840862 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -6841560.000000 Penalty: 5494.578125
	Iteration 14Q: 3 clusters Score -6841560 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -6841999.500000 Penalty: 5494.578125
	Iteration 15Q: 3 clusters Score -6842000 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -6842338.000000 Penalty: 5494.578125
	Iteration 16Q: 3 clusters Score -6842338 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 62820 members 
Entering Unmasked Estep 
Score: -6842568.000000 Penalty: 5494.578125
	Iteration 17Q: 3 clusters Score -6842568 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -6842724.000000 Penalty: 5494.578125
	Iteration 18Q: 3 clusters Score -6842724 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -6842867.500000 Penalty: 5494.578125
	Iteration 19Q: 3 clusters Score -6842868 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -6842977.000000 Penalty: 5494.578125
	Iteration 20F: 3 clusters Score -6842977 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -6843054.500000 Penalty: 5494.578125
	Iteration 21Q: 3 clusters Score -6843054 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -6843116.500000 Penalty: 5494.578125
	Iteration 22Q: 3 clusters Score -6843116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -6843155.000000 Penalty: 5494.578125
	Iteration 23Q: 3 clusters Score -6843155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -6843182.500000 Penalty: 5494.578125
	Iteration 24Q: 3 clusters Score -6843182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
Score: -6843208.500000 Penalty: 5494.578125
	Iteration 25Q: 3 clusters Score -6843208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -6843232.000000 Penalty: 5494.578125
	Iteration 26Q: 3 clusters Score -6843232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 63920 members 
Entering Unmasked Estep 
Score: -6843259.000000 Penalty: 5494.578125
	Iteration 27Q: 3 clusters Score -6843259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 63943 members 
Entering Unmasked Estep 
Score: -6843269.000000 Penalty: 5494.578125
	Iteration 28Q: 3 clusters Score -6843269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -6843272.500000 Penalty: 5494.578125
	Iteration 29Q: 3 clusters Score -6843272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -6843288.500000 Penalty: 5494.578125
	Iteration 30Q: 3 clusters Score -6843288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 63985 members 
Entering Unmasked Estep 
Score: -6843283.000000 Penalty: 5494.578125
	Iteration 31Q: 3 clusters Score -6843283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -6843284.500000 Penalty: 5494.578125
	Iteration 32Q: 3 clusters Score -6843284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -6843292.000000 Penalty: 5494.578125
	Iteration 33Q: 3 clusters Score -6843292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -6843299.000000 Penalty: 5494.578125
	Iteration 34Q: 3 clusters Score -6843299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -6843307.000000 Penalty: 5494.578125
	Iteration 35Q: 3 clusters Score -6843307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -6843322.000000 Penalty: 5494.578125
	Iteration 36Q: 3 clusters Score -6843322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -6843324.500000 Penalty: 5494.578125
	Iteration 37Q: 3 clusters Score -6843324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -6843319.000000 Penalty: 5494.578125
	Iteration 38Q: 3 clusters Score -6843319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -6843328.000000 Penalty: 5494.578125
	Iteration 39Q: 3 clusters Score -6843328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -6843329.500000 Penalty: 5494.578125
	Iteration 40F: 3 clusters Score -6843330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -6843334.000000 Penalty: 5494.578125
	Iteration 41Q: 3 clusters Score -6843334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -6843338.000000 Penalty: 5494.578125
	Iteration 42Q: 3 clusters Score -6843338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -6843340.500000 Penalty: 5494.578125
	Iteration 43Q: 3 clusters Score -6843340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -6843340.500000 Penalty: 5494.578125
	Iteration 44F: 3 clusters Score -6843340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (211584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211584 members 
Entering Unmasked Estep 
Score: -22120668.000000 Penalty: 3041.069580
	Iteration 0F: 2 clusters Score -2.212067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105389 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -21985842.000000 Penalty: 6082.139160
	Iteration 0F: 3 clusters Score -2.198584e+07 nChanged 101718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96409 members 
Mstep: Class 2 contains 115175 members 
Entering Unmasked Estep 
Score: -22045554.000000 Penalty: 6082.139160
	Iteration 1F: 3 clusters Score -2.204555e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 120804 members 
Entering Unmasked Estep 
Score: -22047104.000000 Penalty: 6082.139160
	Iteration 2Q: 3 clusters Score -2.20471e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 129472 members 
Entering Unmasked Estep 
Score: -22050620.000000 Penalty: 6082.139160
	Iteration 3Q: 3 clusters Score -2.205062e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 142204 members 
Entering Unmasked Estep 
Score: -22057366.000000 Penalty: 6082.139160
	Iteration 4F: 3 clusters Score -2.205737e+07 nChanged 17496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 159652 members 
Entering Unmasked Estep 
Score: -22069848.000000 Penalty: 6082.139160
	Iteration 5F: 3 clusters Score -2.206985e+07 nChanged 20361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -22088460.000000 Penalty: 6082.139160
	Iteration 6F: 3 clusters Score -2.208846e+07 nChanged 17526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 197525 members 
Entering Unmasked Estep 
Score: -22106776.000000 Penalty: 6082.139160
	Iteration 7F: 3 clusters Score -2.210678e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 207158 members 
Entering Unmasked Estep 
Score: -22114434.000000 Penalty: 6082.139160
	Iteration 8Q: 3 clusters Score -2.211443e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 210355 members 
Entering Unmasked Estep 
Score: -22116964.000000 Penalty: 6082.139160
	Iteration 9Q: 3 clusters Score -2.211696e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 211112 members 
Entering Unmasked Estep 
Score: -22117668.000000 Penalty: 6082.139160
	Iteration 10Q: 3 clusters Score -2.211767e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 211281 members 
Entering Unmasked Estep 
Score: -22117870.000000 Penalty: 6082.139160
	Iteration 11Q: 3 clusters Score -2.211787e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211340 members 
Entering Unmasked Estep 
Score: -22117962.000000 Penalty: 6082.139160
	Iteration 12Q: 3 clusters Score -2.211796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211364 members 
Entering Unmasked Estep 
Score: -22118008.000000 Penalty: 6082.139160
	Iteration 13Q: 3 clusters Score -2.211801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -22118014.000000 Penalty: 6082.139160
	Iteration 14Q: 3 clusters Score -2.211801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211372 members 
Entering Unmasked Estep 
Score: -22118036.000000 Penalty: 6082.139160
	Iteration 15Q: 3 clusters Score -2.211804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -22118034.000000 Penalty: 6082.139160
	Iteration 16Q: 3 clusters Score -2.211803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 211372 members 
Entering Unmasked Estep 
Score: -22118042.000000 Penalty: 6082.139160
	Iteration 17Q: 3 clusters Score -2.211804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -22118038.000000 Penalty: 6082.139160
	Iteration 18Q: 3 clusters Score -2.211804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -22118040.000000 Penalty: 6082.139160
	Iteration 19F: 3 clusters Score -2.211804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -22118052.000000 Penalty: 6082.139160
	Iteration 20F: 3 clusters Score -2.211805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -22118062.000000 Penalty: 6082.139160
	Iteration 21Q: 3 clusters Score -2.211806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -22118084.000000 Penalty: 6082.139160
	Iteration 22Q: 3 clusters Score -2.211808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211374 members 
Entering Unmasked Estep 
Score: -22118084.000000 Penalty: 6082.139160
	Iteration 23Q: 3 clusters Score -2.211808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -22118084.000000 Penalty: 6082.139160
	Iteration 24Q: 3 clusters Score -2.211808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211370 members 
Entering Unmasked Estep 
Score: -22118090.000000 Penalty: 6082.139160
	Iteration 25Q: 3 clusters Score -2.211809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -22118094.000000 Penalty: 6082.139160
	Iteration 26Q: 3 clusters Score -2.211809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211379 members 
Entering Unmasked Estep 
Score: -22118114.000000 Penalty: 6082.139160
	Iteration 27Q: 3 clusters Score -2.211811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 211381 members 
Entering Unmasked Estep 
Score: -22118116.000000 Penalty: 6082.139160
	Iteration 28Q: 3 clusters Score -2.211812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 211382 members 
Entering Unmasked Estep 
Score: -22118134.000000 Penalty: 6082.139160
	Iteration 29Q: 3 clusters Score -2.211813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -22118120.000000 Penalty: 6082.139160
	Iteration 30Q: 3 clusters Score -2.211812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -22118130.000000 Penalty: 6082.139160
	Iteration 31Q: 3 clusters Score -2.211813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -22118124.000000 Penalty: 6082.139160
	Iteration 32Q: 3 clusters Score -2.211812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -22118136.000000 Penalty: 6082.139160
	Iteration 33Q: 3 clusters Score -2.211814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211383 members 
Entering Unmasked Estep 
Score: -22118138.000000 Penalty: 6082.139160
	Iteration 34Q: 3 clusters Score -2.211814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211383 members 
Entering Unmasked Estep 
Score: -22118138.000000 Penalty: 6082.139160
	Iteration 35F: 3 clusters Score -2.211814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -170299.000000 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -170299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -167893.703125 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -167893.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -168980.203125 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -168980.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -169504.078125 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -169504.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -169974.437500 Penalty: 3742.250977
	Iteration 3F: 3 clusters Score -169974.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -170332.875000 Penalty: 3742.250977
	Iteration 4F: 3 clusters Score -170332.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -170626.937500 Penalty: 3742.250977
	Iteration 5F: 3 clusters Score -170626.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170824.796875 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -170824.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -170936.453125 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -170936.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -170991.281250 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -170991.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -171010.109375 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -171010.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171021.625000 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -171021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171037.453125 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -171037.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -171060.875000 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -171060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -171089.062500 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -171089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -171107.828125 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -171107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -171135.203125 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -171135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -171178.875000 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -171178.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -171198.000000 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -171198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -171202.406250 Penalty: 3742.250977
	Iteration 18Q: 3 clusters Score -171202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -171202.406250 Penalty: 3742.250977
	Iteration 19F: 3 clusters Score -171202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1018 members 
Mstep: Class 4 contains 64717 members 
Mstep: Class 5 contains 211584 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 203876 members 
Mstep: Class 14 contains 34122 members 
Mstep: Class 15 contains 87452 members 
Mstep: Class 16 contains 23139 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 21 contains 6314 members 
Entering Unmasked Estep 
Score: -70054080.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70054680.000000 to -70054080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Entering Unmasked Estep 
Score: -986324.687500 Penalty: 2280.365723
	Iteration 0F: 2 clusters Score -986324.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -978813.812500 Penalty: 4560.731445
	Iteration 0F: 3 clusters Score -978813.8 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -981102.062500 Penalty: 4560.731445
	Iteration 1F: 3 clusters Score -981102.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -981675.437500 Penalty: 4560.731445
	Iteration 2F: 3 clusters Score -981675.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -982259.625000 Penalty: 4560.731445
	Iteration 3F: 3 clusters Score -982259.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -982897.687500 Penalty: 4560.731445
	Iteration 4F: 3 clusters Score -982897.7 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -983557.812500 Penalty: 4560.731445
	Iteration 5F: 3 clusters Score -983557.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -984099.312500 Penalty: 4560.731445
	Iteration 6F: 3 clusters Score -984099.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -984521.625000 Penalty: 4560.731445
	Iteration 7F: 3 clusters Score -984521.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -984789.250000 Penalty: 4560.731445
	Iteration 8Q: 3 clusters Score -984789.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -984917.062500 Penalty: 4560.731445
	Iteration 9Q: 3 clusters Score -984917.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -984967.375000 Penalty: 4560.731445
	Iteration 10Q: 3 clusters Score -984967.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -984998.375000 Penalty: 4560.731445
	Iteration 11Q: 3 clusters Score -984998.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -985011.500000 Penalty: 4560.731445
	Iteration 12Q: 3 clusters Score -985011.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -985018.000000 Penalty: 4560.731445
	Iteration 13Q: 3 clusters Score -985018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -985022.937500 Penalty: 4560.731445
	Iteration 14Q: 3 clusters Score -985022.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -985023.000000 Penalty: 4560.731445
	Iteration 15Q: 3 clusters Score -985023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -985027.250000 Penalty: 4560.731445
	Iteration 16Q: 3 clusters Score -985027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -985027.687500 Penalty: 4560.731445
	Iteration 17Q: 3 clusters Score -985027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -985028.250000 Penalty: 4560.731445
	Iteration 18Q: 3 clusters Score -985028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -985026.500000 Penalty: 4560.731445
	Iteration 19Q: 3 clusters Score -985026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -985028.250000 Penalty: 4560.731445
	Iteration 20F: 3 clusters Score -985028.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -985028.812500 Penalty: 4560.731445
	Iteration 21Q: 3 clusters Score -985028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -985028.812500 Penalty: 4560.731445
	Iteration 22F: 3 clusters Score -985028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (203876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203876 members 
Entering Unmasked Estep 
Score: -21258380.000000 Penalty: 3031.866211
	Iteration 0F: 2 clusters Score -2.125838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101857 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -21124998.000000 Penalty: 6063.732422
	Iteration 0F: 3 clusters Score -2.1125e+07 nChanged 98145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 103938 members 
Entering Unmasked Estep 
Score: -21182150.000000 Penalty: 6063.732422
	Iteration 1F: 3 clusters Score -2.118215e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99339 members 
Mstep: Class 2 contains 104537 members 
Entering Unmasked Estep 
Score: -21183822.000000 Penalty: 6063.732422
	Iteration 2Q: 3 clusters Score -2.118382e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98485 members 
Mstep: Class 2 contains 105391 members 
Entering Unmasked Estep 
Score: -21186588.000000 Penalty: 6063.732422
	Iteration 3Q: 3 clusters Score -2.118659e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97459 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -21190346.000000 Penalty: 6063.732422
	Iteration 4Q: 3 clusters Score -2.119035e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 107411 members 
Entering Unmasked Estep 
Score: -21195310.000000 Penalty: 6063.732422
	Iteration 5Q: 3 clusters Score -2.119531e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 108008 members 
Entering Unmasked Estep 
Score: -21202192.000000 Penalty: 6063.732422
	Iteration 6F: 3 clusters Score -2.120219e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96192 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -21210344.000000 Penalty: 6063.732422
	Iteration 7F: 3 clusters Score -2.121034e+07 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -21219248.000000 Penalty: 6063.732422
	Iteration 8F: 3 clusters Score -2.121925e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 104372 members 
Entering Unmasked Estep 
Score: -21226776.000000 Penalty: 6063.732422
	Iteration 9F: 3 clusters Score -2.122678e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101568 members 
Mstep: Class 2 contains 102308 members 
Entering Unmasked Estep 
Score: -21230990.000000 Penalty: 6063.732422
	Iteration 10Q: 3 clusters Score -2.123099e+07 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -21232882.000000 Penalty: 6063.732422
	Iteration 11Q: 3 clusters Score -2.123288e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104685 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -21233792.000000 Penalty: 6063.732422
	Iteration 12Q: 3 clusters Score -2.123379e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -21234576.000000 Penalty: 6063.732422
	Iteration 13Q: 3 clusters Score -2.123458e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 96031 members 
Entering Unmasked Estep 
Score: -21235564.000000 Penalty: 6063.732422
	Iteration 14Q: 3 clusters Score -2.123556e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109718 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -21236512.000000 Penalty: 6063.732422
	Iteration 15Q: 3 clusters Score -2.123651e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 92200 members 
Entering Unmasked Estep 
Score: -21237682.000000 Penalty: 6063.732422
	Iteration 16Q: 3 clusters Score -2.123768e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -21238762.000000 Penalty: 6063.732422
	Iteration 17Q: 3 clusters Score -2.123876e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115544 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -21239696.000000 Penalty: 6063.732422
	Iteration 18Q: 3 clusters Score -2.12397e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117339 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -21240502.000000 Penalty: 6063.732422
	Iteration 19Q: 3 clusters Score -2.12405e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118939 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -21241114.000000 Penalty: 6063.732422
	Iteration 20F: 3 clusters Score -2.124111e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120328 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
Score: -21241806.000000 Penalty: 6063.732422
	Iteration 21Q: 3 clusters Score -2.124181e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121632 members 
Mstep: Class 2 contains 82244 members 
Entering Unmasked Estep 
Score: -21242220.000000 Penalty: 6063.732422
	Iteration 22Q: 3 clusters Score -2.124222e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122831 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -21242518.000000 Penalty: 6063.732422
	Iteration 23Q: 3 clusters Score -2.124252e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123987 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -21242768.000000 Penalty: 6063.732422
	Iteration 24Q: 3 clusters Score -2.124277e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125132 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -21242894.000000 Penalty: 6063.732422
	Iteration 25Q: 3 clusters Score -2.124289e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126306 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -21243190.000000 Penalty: 6063.732422
	Iteration 26Q: 3 clusters Score -2.124319e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -21243384.000000 Penalty: 6063.732422
	Iteration 27Q: 3 clusters Score -2.124338e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128692 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -21243560.000000 Penalty: 6063.732422
	Iteration 28Q: 3 clusters Score -2.124356e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129851 members 
Mstep: Class 2 contains 74025 members 
Entering Unmasked Estep 
Score: -21243740.000000 Penalty: 6063.732422
	Iteration 29Q: 3 clusters Score -2.124374e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131040 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -21243744.000000 Penalty: 6063.732422
	Iteration 30Q: 3 clusters Score -2.124374e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132265 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -21243980.000000 Penalty: 6063.732422
	Iteration 31Q: 3 clusters Score -2.124398e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -21244116.000000 Penalty: 6063.732422
	Iteration 32Q: 3 clusters Score -2.124412e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134668 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -21244218.000000 Penalty: 6063.732422
	Iteration 33Q: 3 clusters Score -2.124422e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135879 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -21244340.000000 Penalty: 6063.732422
	Iteration 34Q: 3 clusters Score -2.124434e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137092 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -21244484.000000 Penalty: 6063.732422
	Iteration 35Q: 3 clusters Score -2.124448e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138345 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -21244646.000000 Penalty: 6063.732422
	Iteration 36Q: 3 clusters Score -2.124465e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139620 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -21244844.000000 Penalty: 6063.732422
	Iteration 37Q: 3 clusters Score -2.124484e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140967 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -21245026.000000 Penalty: 6063.732422
	Iteration 38Q: 3 clusters Score -2.124503e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142344 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -21245166.000000 Penalty: 6063.732422
	Iteration 39Q: 3 clusters Score -2.124517e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143760 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -21245394.000000 Penalty: 6063.732422
	Iteration 40F: 3 clusters Score -2.124539e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -21245618.000000 Penalty: 6063.732422
	Iteration 41Q: 3 clusters Score -2.124562e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -21245808.000000 Penalty: 6063.732422
	Iteration 42Q: 3 clusters Score -2.124581e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148231 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -21245968.000000 Penalty: 6063.732422
	Iteration 43Q: 3 clusters Score -2.124597e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149617 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -21246074.000000 Penalty: 6063.732422
	Iteration 44Q: 3 clusters Score -2.124607e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -21246246.000000 Penalty: 6063.732422
	Iteration 45Q: 3 clusters Score -2.124625e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152597 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -21246486.000000 Penalty: 6063.732422
	Iteration 46Q: 3 clusters Score -2.124649e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154128 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -21246772.000000 Penalty: 6063.732422
	Iteration 47Q: 3 clusters Score -2.124677e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155677 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -21247144.000000 Penalty: 6063.732422
	Iteration 48Q: 3 clusters Score -2.124714e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -21247516.000000 Penalty: 6063.732422
	Iteration 49Q: 3 clusters Score -2.124752e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158831 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -21247826.000000 Penalty: 6063.732422
	Iteration 50Q: 3 clusters Score -2.124783e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160443 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -21248172.000000 Penalty: 6063.732422
	Iteration 51Q: 3 clusters Score -2.124817e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -21248494.000000 Penalty: 6063.732422
	Iteration 52Q: 3 clusters Score -2.124849e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163696 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -21248884.000000 Penalty: 6063.732422
	Iteration 53Q: 3 clusters Score -2.124888e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165277 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -21249322.000000 Penalty: 6063.732422
	Iteration 54Q: 3 clusters Score -2.124932e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -21249734.000000 Penalty: 6063.732422
	Iteration 55Q: 3 clusters Score -2.124973e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -21250080.000000 Penalty: 6063.732422
	Iteration 56Q: 3 clusters Score -2.125008e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -21250538.000000 Penalty: 6063.732422
	Iteration 57Q: 3 clusters Score -2.125054e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -21250784.000000 Penalty: 6063.732422
	Iteration 58Q: 3 clusters Score -2.125078e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172843 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -21251144.000000 Penalty: 6063.732422
	Iteration 59Q: 3 clusters Score -2.125114e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174300 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -21251472.000000 Penalty: 6063.732422
	Iteration 60F: 3 clusters Score -2.125147e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175770 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -21251852.000000 Penalty: 6063.732422
	Iteration 61Q: 3 clusters Score -2.125185e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177176 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -21252154.000000 Penalty: 6063.732422
	Iteration 62Q: 3 clusters Score -2.125215e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178542 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -21252496.000000 Penalty: 6063.732422
	Iteration 63Q: 3 clusters Score -2.12525e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179849 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -21252902.000000 Penalty: 6063.732422
	Iteration 64Q: 3 clusters Score -2.12529e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181117 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -21253090.000000 Penalty: 6063.732422
	Iteration 65Q: 3 clusters Score -2.125309e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182310 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -21253332.000000 Penalty: 6063.732422
	Iteration 66Q: 3 clusters Score -2.125333e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183441 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -21253576.000000 Penalty: 6063.732422
	Iteration 67Q: 3 clusters Score -2.125358e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184568 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -21253900.000000 Penalty: 6063.732422
	Iteration 68Q: 3 clusters Score -2.12539e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185574 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -21254282.000000 Penalty: 6063.732422
	Iteration 69Q: 3 clusters Score -2.125428e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186529 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -21254416.000000 Penalty: 6063.732422
	Iteration 70Q: 3 clusters Score -2.125442e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187440 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -21254672.000000 Penalty: 6063.732422
	Iteration 71Q: 3 clusters Score -2.125467e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188334 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -21254916.000000 Penalty: 6063.732422
	Iteration 72Q: 3 clusters Score -2.125492e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -21255160.000000 Penalty: 6063.732422
	Iteration 73Q: 3 clusters Score -2.125516e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189938 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -21255392.000000 Penalty: 6063.732422
	Iteration 74Q: 3 clusters Score -2.125539e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190730 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -21255718.000000 Penalty: 6063.732422
	Iteration 75Q: 3 clusters Score -2.125572e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191487 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -21255910.000000 Penalty: 6063.732422
	Iteration 76Q: 3 clusters Score -2.125591e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192203 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -21256146.000000 Penalty: 6063.732422
	Iteration 77Q: 3 clusters Score -2.125615e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192894 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -21256286.000000 Penalty: 6063.732422
	Iteration 78Q: 3 clusters Score -2.125629e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193570 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -21256548.000000 Penalty: 6063.732422
	Iteration 79Q: 3 clusters Score -2.125655e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194220 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -21256714.000000 Penalty: 6063.732422
	Iteration 80F: 3 clusters Score -2.125671e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194856 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -21256902.000000 Penalty: 6063.732422
	Iteration 81Q: 3 clusters Score -2.12569e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195385 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -21257044.000000 Penalty: 6063.732422
	Iteration 82Q: 3 clusters Score -2.125704e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195865 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -21257174.000000 Penalty: 6063.732422
	Iteration 83Q: 3 clusters Score -2.125717e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196270 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -21257300.000000 Penalty: 6063.732422
	Iteration 84Q: 3 clusters Score -2.12573e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196634 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -21257446.000000 Penalty: 6063.732422
	Iteration 85Q: 3 clusters Score -2.125745e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196944 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -21257532.000000 Penalty: 6063.732422
	Iteration 86Q: 3 clusters Score -2.125753e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197234 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -21257622.000000 Penalty: 6063.732422
	Iteration 87Q: 3 clusters Score -2.125762e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197517 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -21257654.000000 Penalty: 6063.732422
	Iteration 88Q: 3 clusters Score -2.125765e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197758 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -21257756.000000 Penalty: 6063.732422
	Iteration 89Q: 3 clusters Score -2.125776e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197977 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -21257792.000000 Penalty: 6063.732422
	Iteration 90Q: 3 clusters Score -2.125779e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198158 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -21257880.000000 Penalty: 6063.732422
	Iteration 91Q: 3 clusters Score -2.125788e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198324 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -21257884.000000 Penalty: 6063.732422
	Iteration 92Q: 3 clusters Score -2.125788e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198454 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -21257928.000000 Penalty: 6063.732422
	Iteration 93Q: 3 clusters Score -2.125793e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198584 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -21257916.000000 Penalty: 6063.732422
	Iteration 94Q: 3 clusters Score -2.125792e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198691 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -21257954.000000 Penalty: 6063.732422
	Iteration 95Q: 3 clusters Score -2.125795e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198789 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -21257930.000000 Penalty: 6063.732422
	Iteration 96Q: 3 clusters Score -2.125793e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198881 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -21257972.000000 Penalty: 6063.732422
	Iteration 97Q: 3 clusters Score -2.125797e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198959 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -21257970.000000 Penalty: 6063.732422
	Iteration 98Q: 3 clusters Score -2.125797e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199030 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -21257996.000000 Penalty: 6063.732422
	Iteration 99Q: 3 clusters Score -2.1258e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199101 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -21257990.000000 Penalty: 6063.732422
	Iteration 100F: 3 clusters Score -2.125799e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199154 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -21257996.000000 Penalty: 6063.732422
	Iteration 101Q: 3 clusters Score -2.1258e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199209 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -21258000.000000 Penalty: 6063.732422
	Iteration 102Q: 3 clusters Score -2.1258e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199264 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -21258006.000000 Penalty: 6063.732422
	Iteration 103Q: 3 clusters Score -2.125801e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199318 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -21258006.000000 Penalty: 6063.732422
	Iteration 104Q: 3 clusters Score -2.125801e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199354 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -21258000.000000 Penalty: 6063.732422
	Iteration 105Q: 3 clusters Score -2.1258e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199393 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -21258014.000000 Penalty: 6063.732422
	Iteration 106Q: 3 clusters Score -2.125801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199414 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -21257986.000000 Penalty: 6063.732422
	Iteration 107Q: 3 clusters Score -2.125799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199428 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -21258028.000000 Penalty: 6063.732422
	Iteration 108Q: 3 clusters Score -2.125803e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199452 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -21258022.000000 Penalty: 6063.732422
	Iteration 109Q: 3 clusters Score -2.125802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199473 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -21258012.000000 Penalty: 6063.732422
	Iteration 110Q: 3 clusters Score -2.125801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199488 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -21258032.000000 Penalty: 6063.732422
	Iteration 111Q: 3 clusters Score -2.125803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199510 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -21258028.000000 Penalty: 6063.732422
	Iteration 112Q: 3 clusters Score -2.125803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199527 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -21258040.000000 Penalty: 6063.732422
	Iteration 113Q: 3 clusters Score -2.125804e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199538 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -21258032.000000 Penalty: 6063.732422
	Iteration 114Q: 3 clusters Score -2.125803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199547 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -21258026.000000 Penalty: 6063.732422
	Iteration 115Q: 3 clusters Score -2.125803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199554 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -21258024.000000 Penalty: 6063.732422
	Iteration 116Q: 3 clusters Score -2.125802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199559 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -21258050.000000 Penalty: 6063.732422
	Iteration 117Q: 3 clusters Score -2.125805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199562 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -21258040.000000 Penalty: 6063.732422
	Iteration 118Q: 3 clusters Score -2.125804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199563 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -21258038.000000 Penalty: 6063.732422
	Iteration 119Q: 3 clusters Score -2.125804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199564 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -21258030.000000 Penalty: 6063.732422
	Iteration 120F: 3 clusters Score -2.125803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199566 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -21258046.000000 Penalty: 6063.732422
	Iteration 121Q: 3 clusters Score -2.125805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199570 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -21258038.000000 Penalty: 6063.732422
	Iteration 122Q: 3 clusters Score -2.125804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199573 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -21258038.000000 Penalty: 6063.732422
	Iteration 123Q: 3 clusters Score -2.125804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199574 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21258042.000000 Penalty: 6063.732422
	Iteration 124Q: 3 clusters Score -2.125804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199578 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -21258042.000000 Penalty: 6063.732422
	Iteration 125Q: 3 clusters Score -2.125804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199581 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -21258048.000000 Penalty: 6063.732422
	Iteration 126Q: 3 clusters Score -2.125805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199586 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -21258052.000000 Penalty: 6063.732422
	Iteration 127Q: 3 clusters Score -2.125805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199588 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -21258058.000000 Penalty: 6063.732422
	Iteration 128Q: 3 clusters Score -2.125806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199591 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -21258056.000000 Penalty: 6063.732422
	Iteration 129Q: 3 clusters Score -2.125806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199594 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -21258058.000000 Penalty: 6063.732422
	Iteration 130Q: 3 clusters Score -2.125806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199595 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -21258048.000000 Penalty: 6063.732422
	Iteration 131Q: 3 clusters Score -2.125805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199598 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -21258062.000000 Penalty: 6063.732422
	Iteration 132Q: 3 clusters Score -2.125806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199603 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -21258058.000000 Penalty: 6063.732422
	Iteration 133Q: 3 clusters Score -2.125806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199606 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -21258058.000000 Penalty: 6063.732422
	Iteration 134Q: 3 clusters Score -2.125806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199610 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -21258064.000000 Penalty: 6063.732422
	Iteration 135Q: 3 clusters Score -2.125806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199613 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -21258066.000000 Penalty: 6063.732422
	Iteration 136Q: 3 clusters Score -2.125807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199616 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -21258066.000000 Penalty: 6063.732422
	Iteration 137Q: 3 clusters Score -2.125807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199617 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -21258070.000000 Penalty: 6063.732422
	Iteration 138Q: 3 clusters Score -2.125807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199620 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -21258070.000000 Penalty: 6063.732422
	Iteration 139Q: 3 clusters Score -2.125807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199622 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -21258080.000000 Penalty: 6063.732422
	Iteration 140F: 3 clusters Score -2.125808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Entering Unmasked Estep 
Score: -3510058.750000 Penalty: 2588.549072
	Iteration 0F: 2 clusters Score -3510059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3486738.750000 Penalty: 5177.098145
	Iteration 0F: 3 clusters Score -3486739 nChanged 15533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3495093.750000 Penalty: 5177.098145
	Iteration 1F: 3 clusters Score -3495094 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3495396.500000 Penalty: 5177.098145
	Iteration 2Q: 3 clusters Score -3495396 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3495703.000000 Penalty: 5177.098145
	Iteration 3Q: 3 clusters Score -3495703 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3495953.000000 Penalty: 5177.098145
	Iteration 4Q: 3 clusters Score -3495953 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3496201.000000 Penalty: 5177.098145
	Iteration 5Q: 3 clusters Score -3496201 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3496465.250000 Penalty: 5177.098145
	Iteration 6Q: 3 clusters Score -3496465 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3496743.250000 Penalty: 5177.098145
	Iteration 7Q: 3 clusters Score -3496743 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3497090.750000 Penalty: 5177.098145
	Iteration 8Q: 3 clusters Score -3497091 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3497580.500000 Penalty: 5177.098145
	Iteration 9Q: 3 clusters Score -3497580 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3498154.500000 Penalty: 5177.098145
	Iteration 10Q: 3 clusters Score -3498154 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3499005.750000 Penalty: 5177.098145
	Iteration 11Q: 3 clusters Score -3499006 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3500146.000000 Penalty: 5177.098145
	Iteration 12F: 3 clusters Score -3500146 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3501803.500000 Penalty: 5177.098145
	Iteration 13F: 3 clusters Score -3501804 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3503882.250000 Penalty: 5177.098145
	Iteration 14F: 3 clusters Score -3503882 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3506062.250000 Penalty: 5177.098145
	Iteration 15F: 3 clusters Score -3506062 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3507056.500000 Penalty: 5177.098145
	Iteration 16Q: 3 clusters Score -3507056 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3507363.250000 Penalty: 5177.098145
	Iteration 17Q: 3 clusters Score -3507363 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3507534.250000 Penalty: 5177.098145
	Iteration 18Q: 3 clusters Score -3507534 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3507612.250000 Penalty: 5177.098145
	Iteration 19Q: 3 clusters Score -3507612 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3507672.500000 Penalty: 5177.098145
	Iteration 20F: 3 clusters Score -3507672 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3507719.000000 Penalty: 5177.098145
	Iteration 21Q: 3 clusters Score -3507719 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3507739.000000 Penalty: 5177.098145
	Iteration 22Q: 3 clusters Score -3507739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3507760.250000 Penalty: 5177.098145
	Iteration 23Q: 3 clusters Score -3507760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3507779.000000 Penalty: 5177.098145
	Iteration 24Q: 3 clusters Score -3507779 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3507799.750000 Penalty: 5177.098145
	Iteration 25Q: 3 clusters Score -3507800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3507820.000000 Penalty: 5177.098145
	Iteration 26Q: 3 clusters Score -3507820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3507822.250000 Penalty: 5177.098145
	Iteration 27Q: 3 clusters Score -3507822 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3507838.750000 Penalty: 5177.098145
	Iteration 28Q: 3 clusters Score -3507839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -3507847.000000 Penalty: 5177.098145
	Iteration 29Q: 3 clusters Score -3507847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -3507862.250000 Penalty: 5177.098145
	Iteration 30Q: 3 clusters Score -3507862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3507866.000000 Penalty: 5177.098145
	Iteration 31Q: 3 clusters Score -3507866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -3507891.000000 Penalty: 5177.098145
	Iteration 32Q: 3 clusters Score -3507891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3507894.000000 Penalty: 5177.098145
	Iteration 33Q: 3 clusters Score -3507894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3507897.000000 Penalty: 5177.098145
	Iteration 34Q: 3 clusters Score -3507897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3507914.750000 Penalty: 5177.098145
	Iteration 35Q: 3 clusters Score -3507915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3507910.500000 Penalty: 5177.098145
	Iteration 36Q: 3 clusters Score -3507910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3507916.250000 Penalty: 5177.098145
	Iteration 37Q: 3 clusters Score -3507916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3507918.250000 Penalty: 5177.098145
	Iteration 38Q: 3 clusters Score -3507918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3507915.250000 Penalty: 5177.098145
	Iteration 39Q: 3 clusters Score -3507915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3507912.500000 Penalty: 5177.098145
	Iteration 40F: 3 clusters Score -3507912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3507929.000000 Penalty: 5177.098145
	Iteration 41Q: 3 clusters Score -3507929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -3507928.500000 Penalty: 5177.098145
	Iteration 42Q: 3 clusters Score -3507928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3507935.000000 Penalty: 5177.098145
	Iteration 43Q: 3 clusters Score -3507935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3507945.000000 Penalty: 5177.098145
	Iteration 44Q: 3 clusters Score -3507945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3507951.750000 Penalty: 5177.098145
	Iteration 45Q: 3 clusters Score -3507952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3507948.250000 Penalty: 5177.098145
	Iteration 46Q: 3 clusters Score -3507948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -3507942.750000 Penalty: 5177.098145
	Iteration 47Q: 3 clusters Score -3507943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3507942.250000 Penalty: 5177.098145
	Iteration 48Q: 3 clusters Score -3507942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3507944.500000 Penalty: 5177.098145
	Iteration 49Q: 3 clusters Score -3507944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3507939.750000 Penalty: 5177.098145
	Iteration 50Q: 3 clusters Score -3507940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3507947.500000 Penalty: 5177.098145
	Iteration 51Q: 3 clusters Score -3507948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3507946.750000 Penalty: 5177.098145
	Iteration 52Q: 3 clusters Score -3507947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3507942.500000 Penalty: 5177.098145
	Iteration 53Q: 3 clusters Score -3507942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3507949.500000 Penalty: 5177.098145
	Iteration 54Q: 3 clusters Score -3507950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3507948.500000 Penalty: 5177.098145
	Iteration 55Q: 3 clusters Score -3507948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3507942.250000 Penalty: 5177.098145
	Iteration 56Q: 3 clusters Score -3507942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3507955.000000 Penalty: 5177.098145
	Iteration 57Q: 3 clusters Score -3507955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3507956.000000 Penalty: 5177.098145
	Iteration 58Q: 3 clusters Score -3507956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3507960.750000 Penalty: 5177.098145
	Iteration 59Q: 3 clusters Score -3507961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3507959.500000 Penalty: 5177.098145
	Iteration 60F: 3 clusters Score -3507960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3507960.000000 Penalty: 5177.098145
	Iteration 61Q: 3 clusters Score -3507960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3507952.250000 Penalty: 5177.098145
	Iteration 62Q: 3 clusters Score -3507952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3507955.000000 Penalty: 5177.098145
	Iteration 63Q: 3 clusters Score -3507955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3507959.500000 Penalty: 5177.098145
	Iteration 64Q: 3 clusters Score -3507960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3507959.500000 Penalty: 5177.098145
	Iteration 65Q: 3 clusters Score -3507960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3507960.500000 Penalty: 5177.098145
	Iteration 66Q: 3 clusters Score -3507960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3507962.500000 Penalty: 5177.098145
	Iteration 67Q: 3 clusters Score -3507962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3507962.500000 Penalty: 5177.098145
	Iteration 68F: 3 clusters Score -3507962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Entering Unmasked Estep 
Score: -9216278.000000 Penalty: 2821.953613
	Iteration 0F: 2 clusters Score -9216278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -9157849.000000 Penalty: 5643.907227
	Iteration 0F: 3 clusters Score -9157849 nChanged 41205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -9180825.000000 Penalty: 5643.907227
	Iteration 1F: 3 clusters Score -9180825 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -9181570.000000 Penalty: 5643.907227
	Iteration 2Q: 3 clusters Score -9181570 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -9182461.000000 Penalty: 5643.907227
	Iteration 3Q: 3 clusters Score -9182461 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -9183486.000000 Penalty: 5643.907227
	Iteration 4Q: 3 clusters Score -9183486 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -9185041.000000 Penalty: 5643.907227
	Iteration 5Q: 3 clusters Score -9185041 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -9187396.000000 Penalty: 5643.907227
	Iteration 6F: 3 clusters Score -9187396 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -9190798.000000 Penalty: 5643.907227
	Iteration 7F: 3 clusters Score -9190798 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -9195092.000000 Penalty: 5643.907227
	Iteration 8F: 3 clusters Score -9195092 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -9199579.000000 Penalty: 5643.907227
	Iteration 9F: 3 clusters Score -9199579 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -9203290.000000 Penalty: 5643.907227
	Iteration 10F: 3 clusters Score -9203290 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -9205393.000000 Penalty: 5643.907227
	Iteration 11Q: 3 clusters Score -9205393 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -9206409.000000 Penalty: 5643.907227
	Iteration 12Q: 3 clusters Score -9206409 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -9207186.000000 Penalty: 5643.907227
	Iteration 13Q: 3 clusters Score -9207186 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -9207822.000000 Penalty: 5643.907227
	Iteration 14Q: 3 clusters Score -9207822 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -9208389.000000 Penalty: 5643.907227
	Iteration 15Q: 3 clusters Score -9208389 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -9208966.000000 Penalty: 5643.907227
	Iteration 16Q: 3 clusters Score -9208966 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -9209602.000000 Penalty: 5643.907227
	Iteration 17Q: 3 clusters Score -9209602 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 77500 members 
Entering Unmasked Estep 
Score: -9210122.000000 Penalty: 5643.907227
	Iteration 18Q: 3 clusters Score -9210122 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -9210711.000000 Penalty: 5643.907227
	Iteration 19Q: 3 clusters Score -9210711 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -9211163.000000 Penalty: 5643.907227
	Iteration 20F: 3 clusters Score -9211163 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -9211576.000000 Penalty: 5643.907227
	Iteration 21Q: 3 clusters Score -9211576 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -9212004.000000 Penalty: 5643.907227
	Iteration 22Q: 3 clusters Score -9212004 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 81996 members 
Entering Unmasked Estep 
Score: -9212335.000000 Penalty: 5643.907227
	Iteration 23Q: 3 clusters Score -9212335 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -9212643.000000 Penalty: 5643.907227
	Iteration 24Q: 3 clusters Score -9212643 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -9212894.000000 Penalty: 5643.907227
	Iteration 25Q: 3 clusters Score -9212894 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -9213126.000000 Penalty: 5643.907227
	Iteration 26Q: 3 clusters Score -9213126 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -9213314.000000 Penalty: 5643.907227
	Iteration 27Q: 3 clusters Score -9213314 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -9213510.000000 Penalty: 5643.907227
	Iteration 28Q: 3 clusters Score -9213510 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -9213605.000000 Penalty: 5643.907227
	Iteration 29Q: 3 clusters Score -9213605 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -9213692.000000 Penalty: 5643.907227
	Iteration 30Q: 3 clusters Score -9213692 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -9213761.000000 Penalty: 5643.907227
	Iteration 31Q: 3 clusters Score -9213761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -9213809.000000 Penalty: 5643.907227
	Iteration 32Q: 3 clusters Score -9213809 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -9213803.000000 Penalty: 5643.907227
	Iteration 33Q: 3 clusters Score -9213803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 85450 members 
Entering Unmasked Estep 
Score: -9213846.000000 Penalty: 5643.907227
	Iteration 34Q: 3 clusters Score -9213846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -9213871.000000 Penalty: 5643.907227
	Iteration 35Q: 3 clusters Score -9213871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -9213895.000000 Penalty: 5643.907227
	Iteration 36Q: 3 clusters Score -9213895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 85651 members 
Entering Unmasked Estep 
Score: -9213900.000000 Penalty: 5643.907227
	Iteration 37Q: 3 clusters Score -9213900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -9213920.000000 Penalty: 5643.907227
	Iteration 38Q: 3 clusters Score -9213920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -9213944.000000 Penalty: 5643.907227
	Iteration 39Q: 3 clusters Score -9213944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -9213956.000000 Penalty: 5643.907227
	Iteration 40F: 3 clusters Score -9213956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 85809 members 
Entering Unmasked Estep 
Score: -9213958.000000 Penalty: 5643.907227
	Iteration 41Q: 3 clusters Score -9213958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -9213963.000000 Penalty: 5643.907227
	Iteration 42Q: 3 clusters Score -9213963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -9213968.000000 Penalty: 5643.907227
	Iteration 43Q: 3 clusters Score -9213968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -9213987.000000 Penalty: 5643.907227
	Iteration 44Q: 3 clusters Score -9213987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -9213998.000000 Penalty: 5643.907227
	Iteration 45Q: 3 clusters Score -9213998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -9214003.000000 Penalty: 5643.907227
	Iteration 46Q: 3 clusters Score -9214003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -9214010.000000 Penalty: 5643.907227
	Iteration 47Q: 3 clusters Score -9214010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -9214025.000000 Penalty: 5643.907227
	Iteration 48Q: 3 clusters Score -9214025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -9214020.000000 Penalty: 5643.907227
	Iteration 49Q: 3 clusters Score -9214020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -9214025.000000 Penalty: 5643.907227
	Iteration 50Q: 3 clusters Score -9214025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -9214028.000000 Penalty: 5643.907227
	Iteration 51Q: 3 clusters Score -9214028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 86044 members 
Entering Unmasked Estep 
Score: -9214032.000000 Penalty: 5643.907227
	Iteration 52Q: 3 clusters Score -9214032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -9214025.000000 Penalty: 5643.907227
	Iteration 53Q: 3 clusters Score -9214025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -9214027.000000 Penalty: 5643.907227
	Iteration 54Q: 3 clusters Score -9214027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -9214027.000000 Penalty: 5643.907227
	Iteration 55Q: 3 clusters Score -9214027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -9214021.000000 Penalty: 5643.907227
	Iteration 56Q: 3 clusters Score -9214021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -9214022.000000 Penalty: 5643.907227
	Iteration 57Q: 3 clusters Score -9214022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -9214016.000000 Penalty: 5643.907227
	Iteration 58Q: 3 clusters Score -9214016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -9214015.000000 Penalty: 5643.907227
	Iteration 59Q: 3 clusters Score -9214015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -9214010.000000 Penalty: 5643.907227
	Iteration 60F: 3 clusters Score -9214010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -9214008.000000 Penalty: 5643.907227
	Iteration 61Q: 3 clusters Score -9214008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 86075 members 
Entering Unmasked Estep 
Score: -9214015.000000 Penalty: 5643.907227
	Iteration 62Q: 3 clusters Score -9214015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -9214014.000000 Penalty: 5643.907227
	Iteration 63Q: 3 clusters Score -9214014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 86078 members 
Entering Unmasked Estep 
Score: -9214019.000000 Penalty: 5643.907227
	Iteration 64Q: 3 clusters Score -9214019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -9214028.000000 Penalty: 5643.907227
	Iteration 65Q: 3 clusters Score -9214028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -9214028.000000 Penalty: 5643.907227
	Iteration 66Q: 3 clusters Score -9214028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -9214028.000000 Penalty: 5643.907227
	Iteration 67Q: 3 clusters Score -9214028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -9214028.000000 Penalty: 5643.907227
	Iteration 68F: 3 clusters Score -9214028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Entering Unmasked Estep 
Score: -2474890.000000 Penalty: 2492.219971
	Iteration 0F: 2 clusters Score -2474890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2458874.500000 Penalty: 4984.439941
	Iteration 0F: 3 clusters Score -2458874 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2464364.750000 Penalty: 4984.439941
	Iteration 1F: 3 clusters Score -2464365 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2464743.750000 Penalty: 4984.439941
	Iteration 2Q: 3 clusters Score -2464744 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2465073.250000 Penalty: 4984.439941
	Iteration 3Q: 3 clusters Score -2465073 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2465438.250000 Penalty: 4984.439941
	Iteration 4Q: 3 clusters Score -2465438 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2465852.500000 Penalty: 4984.439941
	Iteration 5Q: 3 clusters Score -2465852 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2466409.250000 Penalty: 4984.439941
	Iteration 6Q: 3 clusters Score -2466409 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2467142.000000 Penalty: 4984.439941
	Iteration 7F: 3 clusters Score -2467142 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2468044.250000 Penalty: 4984.439941
	Iteration 8F: 3 clusters Score -2468044 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2469146.500000 Penalty: 4984.439941
	Iteration 9F: 3 clusters Score -2469146 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2470351.750000 Penalty: 4984.439941
	Iteration 10F: 3 clusters Score -2470352 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2471332.250000 Penalty: 4984.439941
	Iteration 11Q: 3 clusters Score -2471332 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2471982.750000 Penalty: 4984.439941
	Iteration 12Q: 3 clusters Score -2471983 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2472330.250000 Penalty: 4984.439941
	Iteration 13Q: 3 clusters Score -2472330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2472494.500000 Penalty: 4984.439941
	Iteration 14Q: 3 clusters Score -2472494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2472573.250000 Penalty: 4984.439941
	Iteration 15Q: 3 clusters Score -2472573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2472618.000000 Penalty: 4984.439941
	Iteration 16Q: 3 clusters Score -2472618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -2472631.000000 Penalty: 4984.439941
	Iteration 17Q: 3 clusters Score -2472631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2472637.500000 Penalty: 4984.439941
	Iteration 18Q: 3 clusters Score -2472638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2472641.250000 Penalty: 4984.439941
	Iteration 19Q: 3 clusters Score -2472641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2472641.500000 Penalty: 4984.439941
	Iteration 20F: 3 clusters Score -2472642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2472644.750000 Penalty: 4984.439941
	Iteration 21Q: 3 clusters Score -2472645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -2472648.000000 Penalty: 4984.439941
	Iteration 22Q: 3 clusters Score -2472648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2472651.000000 Penalty: 4984.439941
	Iteration 23Q: 3 clusters Score -2472651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2472656.250000 Penalty: 4984.439941
	Iteration 24Q: 3 clusters Score -2472656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2472656.250000 Penalty: 4984.439941
	Iteration 25F: 3 clusters Score -2472656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -74017.203125 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -74017.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74417.718750 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74417.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -74725.015625 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74725.02 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -74915.789062 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -74915.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75056.835938 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -75056.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -75176.445312 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -75176.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -75282.273438 Penalty: 3333.229248
	Iteration 6F: 3 clusters Score -75282.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -75356.992188 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -75356.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -75470.351562 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -75470.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -75563.960938 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -75563.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -75617.546875 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -75617.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75656.710938 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -75656.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -75695.968750 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -75695.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -75713.859375 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -75713.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -75719.375000 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -75719.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -75728.312500 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -75728.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -75736.851562 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -75736.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -75743.046875 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -75743.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75746.203125 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -75746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75753.289062 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -75753.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75755.671875 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -75755.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -75768.046875 Penalty: 3333.229248
	Iteration 21Q: 3 clusters Score -75768.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75775.859375 Penalty: 3333.229248
	Iteration 22Q: 3 clusters Score -75775.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75776.609375 Penalty: 3333.229248
	Iteration 23F: 3 clusters Score -75776.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -75793.617188 Penalty: 3333.229248
	Iteration 24Q: 3 clusters Score -75793.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -75821.335938 Penalty: 3333.229248
	Iteration 25Q: 3 clusters Score -75821.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75845.054688 Penalty: 3333.229248
	Iteration 26Q: 3 clusters Score -75845.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75851.789062 Penalty: 3333.229248
	Iteration 27Q: 3 clusters Score -75851.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -75861.890625 Penalty: 3333.229248
	Iteration 28Q: 3 clusters Score -75861.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -75861.890625 Penalty: 3333.229248
	Iteration 29F: 3 clusters Score -75861.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 4 contains 64717 members 
Mstep: Class 5 contains 211584 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 203876 members 
Mstep: Class 14 contains 34122 members 
Mstep: Class 15 contains 87452 members 
Mstep: Class 16 contains 23139 members 
Mstep: Class 17 contains 112 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 21 contains 6314 members 
Entering Unmasked Estep 
Score: -70053312.000000 Penalty: 46637.949219
Splitting cluster 17 changes total score from -70054680.000000 to -70053312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (14760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Entering Unmasked Estep 
Score: -1578228.500000 Penalty: 2380.719727
	Iteration 0F: 2 clusters Score -1578228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1567517.250000 Penalty: 4761.439453
	Iteration 0F: 3 clusters Score -1567517 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1570874.000000 Penalty: 4761.439453
	Iteration 1F: 3 clusters Score -1570874 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1571215.750000 Penalty: 4761.439453
	Iteration 2F: 3 clusters Score -1571216 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1571519.125000 Penalty: 4761.439453
	Iteration 3Q: 3 clusters Score -1571519 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1571784.375000 Penalty: 4761.439453
	Iteration 4Q: 3 clusters Score -1571784 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1571980.625000 Penalty: 4761.439453
	Iteration 5Q: 3 clusters Score -1571981 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1572195.875000 Penalty: 4761.439453
	Iteration 6Q: 3 clusters Score -1572196 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1572449.875000 Penalty: 4761.439453
	Iteration 7Q: 3 clusters Score -1572450 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1572783.625000 Penalty: 4761.439453
	Iteration 8Q: 3 clusters Score -1572784 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1573189.250000 Penalty: 4761.439453
	Iteration 9Q: 3 clusters Score -1573189 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1573655.625000 Penalty: 4761.439453
	Iteration 10Q: 3 clusters Score -1573656 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1574215.375000 Penalty: 4761.439453
	Iteration 11F: 3 clusters Score -1574215 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1574782.875000 Penalty: 4761.439453
	Iteration 12Q: 3 clusters Score -1574783 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1575254.500000 Penalty: 4761.439453
	Iteration 13Q: 3 clusters Score -1575254 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1575603.375000 Penalty: 4761.439453
	Iteration 14Q: 3 clusters Score -1575603 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1575837.625000 Penalty: 4761.439453
	Iteration 15Q: 3 clusters Score -1575838 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1575983.625000 Penalty: 4761.439453
	Iteration 16Q: 3 clusters Score -1575984 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1576093.000000 Penalty: 4761.439453
	Iteration 17Q: 3 clusters Score -1576093 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1576178.875000 Penalty: 4761.439453
	Iteration 18Q: 3 clusters Score -1576179 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1576251.250000 Penalty: 4761.439453
	Iteration 19Q: 3 clusters Score -1576251 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1576310.375000 Penalty: 4761.439453
	Iteration 20F: 3 clusters Score -1576310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1576351.625000 Penalty: 4761.439453
	Iteration 21Q: 3 clusters Score -1576352 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1576392.625000 Penalty: 4761.439453
	Iteration 22Q: 3 clusters Score -1576393 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1576436.250000 Penalty: 4761.439453
	Iteration 23Q: 3 clusters Score -1576436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1576460.875000 Penalty: 4761.439453
	Iteration 24Q: 3 clusters Score -1576461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1576482.000000 Penalty: 4761.439453
	Iteration 25Q: 3 clusters Score -1576482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1576504.375000 Penalty: 4761.439453
	Iteration 26Q: 3 clusters Score -1576504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1576527.625000 Penalty: 4761.439453
	Iteration 27Q: 3 clusters Score -1576528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1576540.875000 Penalty: 4761.439453
	Iteration 28Q: 3 clusters Score -1576541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1576554.875000 Penalty: 4761.439453
	Iteration 29Q: 3 clusters Score -1576555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1576571.500000 Penalty: 4761.439453
	Iteration 30Q: 3 clusters Score -1576572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1576588.000000 Penalty: 4761.439453
	Iteration 31Q: 3 clusters Score -1576588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1576605.625000 Penalty: 4761.439453
	Iteration 32Q: 3 clusters Score -1576606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1576614.500000 Penalty: 4761.439453
	Iteration 33Q: 3 clusters Score -1576614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1576630.125000 Penalty: 4761.439453
	Iteration 34Q: 3 clusters Score -1576630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1576637.875000 Penalty: 4761.439453
	Iteration 35Q: 3 clusters Score -1576638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1576650.375000 Penalty: 4761.439453
	Iteration 36Q: 3 clusters Score -1576650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1576659.000000 Penalty: 4761.439453
	Iteration 37Q: 3 clusters Score -1576659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1576661.750000 Penalty: 4761.439453
	Iteration 38Q: 3 clusters Score -1576662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1576663.875000 Penalty: 4761.439453
	Iteration 39Q: 3 clusters Score -1576664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1576672.875000 Penalty: 4761.439453
	Iteration 40F: 3 clusters Score -1576673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1576675.625000 Penalty: 4761.439453
	Iteration 41Q: 3 clusters Score -1576676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1576672.250000 Penalty: 4761.439453
	Iteration 42Q: 3 clusters Score -1576672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1576676.125000 Penalty: 4761.439453
	Iteration 43Q: 3 clusters Score -1576676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1576681.250000 Penalty: 4761.439453
	Iteration 44Q: 3 clusters Score -1576681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1576686.625000 Penalty: 4761.439453
	Iteration 45Q: 3 clusters Score -1576687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1576690.125000 Penalty: 4761.439453
	Iteration 46Q: 3 clusters Score -1576690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1576690.750000 Penalty: 4761.439453
	Iteration 47Q: 3 clusters Score -1576691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1576696.500000 Penalty: 4761.439453
	Iteration 48Q: 3 clusters Score -1576696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1576695.500000 Penalty: 4761.439453
	Iteration 49Q: 3 clusters Score -1576696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1576696.875000 Penalty: 4761.439453
	Iteration 50Q: 3 clusters Score -1576697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1576702.875000 Penalty: 4761.439453
	Iteration 51Q: 3 clusters Score -1576703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1576703.625000 Penalty: 4761.439453
	Iteration 52Q: 3 clusters Score -1576704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1576708.875000 Penalty: 4761.439453
	Iteration 53Q: 3 clusters Score -1576709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1576713.125000 Penalty: 4761.439453
	Iteration 54Q: 3 clusters Score -1576713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1576714.500000 Penalty: 4761.439453
	Iteration 55Q: 3 clusters Score -1576714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1576721.000000 Penalty: 4761.439453
	Iteration 56Q: 3 clusters Score -1576721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1576724.625000 Penalty: 4761.439453
	Iteration 57Q: 3 clusters Score -1576725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1576729.250000 Penalty: 4761.439453
	Iteration 58Q: 3 clusters Score -1576729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1576733.000000 Penalty: 4761.439453
	Iteration 59Q: 3 clusters Score -1576733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1576732.625000 Penalty: 4761.439453
	Iteration 60F: 3 clusters Score -1576733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1576736.500000 Penalty: 4761.439453
	Iteration 61Q: 3 clusters Score -1576736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1576739.500000 Penalty: 4761.439453
	Iteration 62Q: 3 clusters Score -1576740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1576750.875000 Penalty: 4761.439453
	Iteration 63Q: 3 clusters Score -1576751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1576760.625000 Penalty: 4761.439453
	Iteration 64Q: 3 clusters Score -1576761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1576764.125000 Penalty: 4761.439453
	Iteration 65Q: 3 clusters Score -1576764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1576770.500000 Penalty: 4761.439453
	Iteration 66Q: 3 clusters Score -1576770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1576772.750000 Penalty: 4761.439453
	Iteration 67Q: 3 clusters Score -1576773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1576772.750000 Penalty: 4761.439453
	Iteration 68Q: 3 clusters Score -1576773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1576772.875000 Penalty: 4761.439453
	Iteration 69Q: 3 clusters Score -1576773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1576771.750000 Penalty: 4761.439453
	Iteration 70Q: 3 clusters Score -1576772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1576773.875000 Penalty: 4761.439453
	Iteration 71Q: 3 clusters Score -1576774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1576778.375000 Penalty: 4761.439453
	Iteration 72Q: 3 clusters Score -1576778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1576777.875000 Penalty: 4761.439453
	Iteration 73Q: 3 clusters Score -1576778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1576778.000000 Penalty: 4761.439453
	Iteration 74Q: 3 clusters Score -1576778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1576779.250000 Penalty: 4761.439453
	Iteration 75Q: 3 clusters Score -1576779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1576779.250000 Penalty: 4761.439453
	Iteration 76Q: 3 clusters Score -1576779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1576780.625000 Penalty: 4761.439453
	Iteration 77Q: 3 clusters Score -1576781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1576782.250000 Penalty: 4761.439453
	Iteration 78Q: 3 clusters Score -1576782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1576783.250000 Penalty: 4761.439453
	Iteration 79Q: 3 clusters Score -1576783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1576784.375000 Penalty: 4761.439453
	Iteration 80F: 3 clusters Score -1576784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1576785.000000 Penalty: 4761.439453
	Iteration 81Q: 3 clusters Score -1576785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1576784.500000 Penalty: 4761.439453
	Iteration 82Q: 3 clusters Score -1576784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1576787.000000 Penalty: 4761.439453
	Iteration 83Q: 3 clusters Score -1576787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1576787.125000 Penalty: 4761.439453
	Iteration 84Q: 3 clusters Score -1576787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1576790.000000 Penalty: 4761.439453
	Iteration 85Q: 3 clusters Score -1576790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1576793.125000 Penalty: 4761.439453
	Iteration 86Q: 3 clusters Score -1576793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1576796.250000 Penalty: 4761.439453
	Iteration 87Q: 3 clusters Score -1576796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1576797.000000 Penalty: 4761.439453
	Iteration 88Q: 3 clusters Score -1576797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1576798.750000 Penalty: 4761.439453
	Iteration 89Q: 3 clusters Score -1576799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1576801.500000 Penalty: 4761.439453
	Iteration 90Q: 3 clusters Score -1576802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1576800.625000 Penalty: 4761.439453
	Iteration 91Q: 3 clusters Score -1576801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1576800.625000 Penalty: 4761.439453
	Iteration 92Q: 3 clusters Score -1576801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1576800.625000 Penalty: 4761.439453
	Iteration 93F: 3 clusters Score -1576801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Entering Unmasked Estep 
Score: -492528.125000 Penalty: 2108.062256
	Iteration 0F: 2 clusters Score -492528.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -488073.437500 Penalty: 4216.124512
	Iteration 0F: 3 clusters Score -488073.4 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -489115.781250 Penalty: 4216.124512
	Iteration 1F: 3 clusters Score -489115.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -489318.968750 Penalty: 4216.124512
	Iteration 2F: 3 clusters Score -489319 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -489439.500000 Penalty: 4216.124512
	Iteration 3Q: 3 clusters Score -489439.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -489518.718750 Penalty: 4216.124512
	Iteration 4Q: 3 clusters Score -489518.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -489565.968750 Penalty: 4216.124512
	Iteration 5Q: 3 clusters Score -489566 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -489615.375000 Penalty: 4216.124512
	Iteration 6Q: 3 clusters Score -489615.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -489668.468750 Penalty: 4216.124512
	Iteration 7Q: 3 clusters Score -489668.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -489710.406250 Penalty: 4216.124512
	Iteration 8Q: 3 clusters Score -489710.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -489743.250000 Penalty: 4216.124512
	Iteration 9Q: 3 clusters Score -489743.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -489769.593750 Penalty: 4216.124512
	Iteration 10Q: 3 clusters Score -489769.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -489796.187500 Penalty: 4216.124512
	Iteration 11Q: 3 clusters Score -489796.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -489834.781250 Penalty: 4216.124512
	Iteration 12Q: 3 clusters Score -489834.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -489888.750000 Penalty: 4216.124512
	Iteration 13Q: 3 clusters Score -489888.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -489953.250000 Penalty: 4216.124512
	Iteration 14Q: 3 clusters Score -489953.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -490043.125000 Penalty: 4216.124512
	Iteration 15Q: 3 clusters Score -490043.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -490159.281250 Penalty: 4216.124512
	Iteration 16Q: 3 clusters Score -490159.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -490245.125000 Penalty: 4216.124512
	Iteration 17Q: 3 clusters Score -490245.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -490318.593750 Penalty: 4216.124512
	Iteration 18Q: 3 clusters Score -490318.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -490411.968750 Penalty: 4216.124512
	Iteration 19Q: 3 clusters Score -490412 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -490510.562500 Penalty: 4216.124512
	Iteration 20F: 3 clusters Score -490510.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -490588.843750 Penalty: 4216.124512
	Iteration 21Q: 3 clusters Score -490588.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -490661.500000 Penalty: 4216.124512
	Iteration 22Q: 3 clusters Score -490661.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -490732.843750 Penalty: 4216.124512
	Iteration 23Q: 3 clusters Score -490732.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -490803.531250 Penalty: 4216.124512
	Iteration 24Q: 3 clusters Score -490803.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -490885.000000 Penalty: 4216.124512
	Iteration 25Q: 3 clusters Score -490885 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -490947.562500 Penalty: 4216.124512
	Iteration 26Q: 3 clusters Score -490947.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -490994.750000 Penalty: 4216.124512
	Iteration 27Q: 3 clusters Score -490994.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -491034.218750 Penalty: 4216.124512
	Iteration 28Q: 3 clusters Score -491034.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -491072.625000 Penalty: 4216.124512
	Iteration 29Q: 3 clusters Score -491072.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -491107.625000 Penalty: 4216.124512
	Iteration 30Q: 3 clusters Score -491107.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -491143.093750 Penalty: 4216.124512
	Iteration 31Q: 3 clusters Score -491143.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -491168.656250 Penalty: 4216.124512
	Iteration 32Q: 3 clusters Score -491168.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -491186.687500 Penalty: 4216.124512
	Iteration 33Q: 3 clusters Score -491186.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -491203.843750 Penalty: 4216.124512
	Iteration 34Q: 3 clusters Score -491203.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -491218.750000 Penalty: 4216.124512
	Iteration 35Q: 3 clusters Score -491218.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -491230.781250 Penalty: 4216.124512
	Iteration 36Q: 3 clusters Score -491230.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -491239.375000 Penalty: 4216.124512
	Iteration 37Q: 3 clusters Score -491239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -491246.687500 Penalty: 4216.124512
	Iteration 38Q: 3 clusters Score -491246.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -491252.000000 Penalty: 4216.124512
	Iteration 39Q: 3 clusters Score -491252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -491256.312500 Penalty: 4216.124512
	Iteration 40F: 3 clusters Score -491256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -491257.968750 Penalty: 4216.124512
	Iteration 41Q: 3 clusters Score -491258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -491259.687500 Penalty: 4216.124512
	Iteration 42Q: 3 clusters Score -491259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -491260.562500 Penalty: 4216.124512
	Iteration 43Q: 3 clusters Score -491260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -491260.343750 Penalty: 4216.124512
	Iteration 44Q: 3 clusters Score -491260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -491260.281250 Penalty: 4216.124512
	Iteration 45Q: 3 clusters Score -491260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -491260.281250 Penalty: 4216.124512
	Iteration 46F: 3 clusters Score -491260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -650554.187500 Penalty: 2170.130127
	Iteration 0F: 2 clusters Score -650554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -645204.250000 Penalty: 4340.260254
	Iteration 0F: 3 clusters Score -645204.2 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -646558.250000 Penalty: 4340.260254
	Iteration 1F: 3 clusters Score -646558.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -646777.312500 Penalty: 4340.260254
	Iteration 2F: 3 clusters Score -646777.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -646905.562500 Penalty: 4340.260254
	Iteration 3Q: 3 clusters Score -646905.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -646996.750000 Penalty: 4340.260254
	Iteration 4Q: 3 clusters Score -646996.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -647077.000000 Penalty: 4340.260254
	Iteration 5Q: 3 clusters Score -647077 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -647128.562500 Penalty: 4340.260254
	Iteration 6Q: 3 clusters Score -647128.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -647187.312500 Penalty: 4340.260254
	Iteration 7Q: 3 clusters Score -647187.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -647237.375000 Penalty: 4340.260254
	Iteration 8Q: 3 clusters Score -647237.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -647288.875000 Penalty: 4340.260254
	Iteration 9Q: 3 clusters Score -647288.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -647335.625000 Penalty: 4340.260254
	Iteration 10Q: 3 clusters Score -647335.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -647389.875000 Penalty: 4340.260254
	Iteration 11Q: 3 clusters Score -647389.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -647437.875000 Penalty: 4340.260254
	Iteration 12Q: 3 clusters Score -647437.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -647484.500000 Penalty: 4340.260254
	Iteration 13Q: 3 clusters Score -647484.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -647522.375000 Penalty: 4340.260254
	Iteration 14Q: 3 clusters Score -647522.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -647560.062500 Penalty: 4340.260254
	Iteration 15Q: 3 clusters Score -647560.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -647589.687500 Penalty: 4340.260254
	Iteration 16Q: 3 clusters Score -647589.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -647622.437500 Penalty: 4340.260254
	Iteration 17Q: 3 clusters Score -647622.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -647651.437500 Penalty: 4340.260254
	Iteration 18Q: 3 clusters Score -647651.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -647682.187500 Penalty: 4340.260254
	Iteration 19Q: 3 clusters Score -647682.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -647725.125000 Penalty: 4340.260254
	Iteration 20F: 3 clusters Score -647725.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -647760.625000 Penalty: 4340.260254
	Iteration 21Q: 3 clusters Score -647760.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -647785.625000 Penalty: 4340.260254
	Iteration 22Q: 3 clusters Score -647785.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -647820.062500 Penalty: 4340.260254
	Iteration 23Q: 3 clusters Score -647820.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -647850.687500 Penalty: 4340.260254
	Iteration 24Q: 3 clusters Score -647850.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -647875.000000 Penalty: 4340.260254
	Iteration 25Q: 3 clusters Score -647875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -647899.375000 Penalty: 4340.260254
	Iteration 26Q: 3 clusters Score -647899.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -647918.125000 Penalty: 4340.260254
	Iteration 27Q: 3 clusters Score -647918.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -647935.937500 Penalty: 4340.260254
	Iteration 28Q: 3 clusters Score -647935.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -647950.250000 Penalty: 4340.260254
	Iteration 29Q: 3 clusters Score -647950.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -647967.187500 Penalty: 4340.260254
	Iteration 30Q: 3 clusters Score -647967.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -647984.250000 Penalty: 4340.260254
	Iteration 31Q: 3 clusters Score -647984.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -648001.875000 Penalty: 4340.260254
	Iteration 32Q: 3 clusters Score -648001.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -648018.375000 Penalty: 4340.260254
	Iteration 33Q: 3 clusters Score -648018.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -648036.812500 Penalty: 4340.260254
	Iteration 34Q: 3 clusters Score -648036.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -648051.062500 Penalty: 4340.260254
	Iteration 35Q: 3 clusters Score -648051.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -648068.312500 Penalty: 4340.260254
	Iteration 36Q: 3 clusters Score -648068.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -648082.437500 Penalty: 4340.260254
	Iteration 37Q: 3 clusters Score -648082.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -648093.812500 Penalty: 4340.260254
	Iteration 38Q: 3 clusters Score -648093.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -648106.312500 Penalty: 4340.260254
	Iteration 39Q: 3 clusters Score -648106.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -648116.937500 Penalty: 4340.260254
	Iteration 40F: 3 clusters Score -648116.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -648130.812500 Penalty: 4340.260254
	Iteration 41Q: 3 clusters Score -648130.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -648143.687500 Penalty: 4340.260254
	Iteration 42Q: 3 clusters Score -648143.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -648156.875000 Penalty: 4340.260254
	Iteration 43Q: 3 clusters Score -648156.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -648170.812500 Penalty: 4340.260254
	Iteration 44Q: 3 clusters Score -648170.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -648186.187500 Penalty: 4340.260254
	Iteration 45Q: 3 clusters Score -648186.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -648195.062500 Penalty: 4340.260254
	Iteration 46Q: 3 clusters Score -648195.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -648204.500000 Penalty: 4340.260254
	Iteration 47Q: 3 clusters Score -648204.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -648210.062500 Penalty: 4340.260254
	Iteration 48Q: 3 clusters Score -648210.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -648220.062500 Penalty: 4340.260254
	Iteration 49Q: 3 clusters Score -648220.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -648229.750000 Penalty: 4340.260254
	Iteration 50Q: 3 clusters Score -648229.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -648241.875000 Penalty: 4340.260254
	Iteration 51Q: 3 clusters Score -648241.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -648252.062500 Penalty: 4340.260254
	Iteration 52Q: 3 clusters Score -648252.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -648263.562500 Penalty: 4340.260254
	Iteration 53Q: 3 clusters Score -648263.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -648276.062500 Penalty: 4340.260254
	Iteration 54Q: 3 clusters Score -648276.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -648292.625000 Penalty: 4340.260254
	Iteration 55Q: 3 clusters Score -648292.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -648305.250000 Penalty: 4340.260254
	Iteration 56Q: 3 clusters Score -648305.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -648320.187500 Penalty: 4340.260254
	Iteration 57Q: 3 clusters Score -648320.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -648334.500000 Penalty: 4340.260254
	Iteration 58Q: 3 clusters Score -648334.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -648347.937500 Penalty: 4340.260254
	Iteration 59Q: 3 clusters Score -648347.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -648361.000000 Penalty: 4340.260254
	Iteration 60F: 3 clusters Score -648361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -648367.125000 Penalty: 4340.260254
	Iteration 61Q: 3 clusters Score -648367.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -648376.562500 Penalty: 4340.260254
	Iteration 62Q: 3 clusters Score -648376.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -648388.812500 Penalty: 4340.260254
	Iteration 63Q: 3 clusters Score -648388.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -648403.625000 Penalty: 4340.260254
	Iteration 64Q: 3 clusters Score -648403.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -648416.000000 Penalty: 4340.260254
	Iteration 65Q: 3 clusters Score -648416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -648429.750000 Penalty: 4340.260254
	Iteration 66Q: 3 clusters Score -648429.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -648443.750000 Penalty: 4340.260254
	Iteration 67Q: 3 clusters Score -648443.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -648456.875000 Penalty: 4340.260254
	Iteration 68Q: 3 clusters Score -648456.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -648473.812500 Penalty: 4340.260254
	Iteration 69Q: 3 clusters Score -648473.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -648487.000000 Penalty: 4340.260254
	Iteration 70Q: 3 clusters Score -648487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -648497.312500 Penalty: 4340.260254
	Iteration 71Q: 3 clusters Score -648497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -648509.125000 Penalty: 4340.260254
	Iteration 72Q: 3 clusters Score -648509.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -648518.312500 Penalty: 4340.260254
	Iteration 73Q: 3 clusters Score -648518.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -648529.750000 Penalty: 4340.260254
	Iteration 74Q: 3 clusters Score -648529.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -648536.812500 Penalty: 4340.260254
	Iteration 75Q: 3 clusters Score -648536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -648542.437500 Penalty: 4340.260254
	Iteration 76Q: 3 clusters Score -648542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -648545.875000 Penalty: 4340.260254
	Iteration 77Q: 3 clusters Score -648545.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -648550.312500 Penalty: 4340.260254
	Iteration 78Q: 3 clusters Score -648550.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -648556.187500 Penalty: 4340.260254
	Iteration 79Q: 3 clusters Score -648556.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -648561.500000 Penalty: 4340.260254
	Iteration 80F: 3 clusters Score -648561.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -648568.812500 Penalty: 4340.260254
	Iteration 81Q: 3 clusters Score -648568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -648575.500000 Penalty: 4340.260254
	Iteration 82Q: 3 clusters Score -648575.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -648580.250000 Penalty: 4340.260254
	Iteration 83Q: 3 clusters Score -648580.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -648583.812500 Penalty: 4340.260254
	Iteration 84Q: 3 clusters Score -648583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -648591.375000 Penalty: 4340.260254
	Iteration 85Q: 3 clusters Score -648591.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -648594.062500 Penalty: 4340.260254
	Iteration 86Q: 3 clusters Score -648594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -648597.937500 Penalty: 4340.260254
	Iteration 87Q: 3 clusters Score -648597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -648600.437500 Penalty: 4340.260254
	Iteration 88Q: 3 clusters Score -648600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -648602.375000 Penalty: 4340.260254
	Iteration 89Q: 3 clusters Score -648602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -648602.687500 Penalty: 4340.260254
	Iteration 90Q: 3 clusters Score -648602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -648603.437500 Penalty: 4340.260254
	Iteration 91Q: 3 clusters Score -648603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -648603.500000 Penalty: 4340.260254
	Iteration 92Q: 3 clusters Score -648603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -648607.250000 Penalty: 4340.260254
	Iteration 93Q: 3 clusters Score -648607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -648611.687500 Penalty: 4340.260254
	Iteration 94Q: 3 clusters Score -648611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -648614.625000 Penalty: 4340.260254
	Iteration 95Q: 3 clusters Score -648614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -648617.125000 Penalty: 4340.260254
	Iteration 96Q: 3 clusters Score -648617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -648618.062500 Penalty: 4340.260254
	Iteration 97Q: 3 clusters Score -648618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -648618.812500 Penalty: 4340.260254
	Iteration 98Q: 3 clusters Score -648618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -648619.312500 Penalty: 4340.260254
	Iteration 99Q: 3 clusters Score -648619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -648619.812500 Penalty: 4340.260254
	Iteration 100F: 3 clusters Score -648619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -648621.812500 Penalty: 4340.260254
	Iteration 101Q: 3 clusters Score -648621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -648622.625000 Penalty: 4340.260254
	Iteration 102Q: 3 clusters Score -648622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -648622.875000 Penalty: 4340.260254
	Iteration 103Q: 3 clusters Score -648622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -648623.500000 Penalty: 4340.260254
	Iteration 104Q: 3 clusters Score -648623.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -648629.812500 Penalty: 4340.260254
	Iteration 105Q: 3 clusters Score -648629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -648631.750000 Penalty: 4340.260254
	Iteration 106Q: 3 clusters Score -648631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -648636.937500 Penalty: 4340.260254
	Iteration 107Q: 3 clusters Score -648636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -648640.812500 Penalty: 4340.260254
	Iteration 108Q: 3 clusters Score -648640.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -648644.125000 Penalty: 4340.260254
	Iteration 109Q: 3 clusters Score -648644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -648646.187500 Penalty: 4340.260254
	Iteration 110Q: 3 clusters Score -648646.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -648649.562500 Penalty: 4340.260254
	Iteration 111Q: 3 clusters Score -648649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -648651.062500 Penalty: 4340.260254
	Iteration 112Q: 3 clusters Score -648651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -648651.312500 Penalty: 4340.260254
	Iteration 113Q: 3 clusters Score -648651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -648651.312500 Penalty: 4340.260254
	Iteration 114F: 3 clusters Score -648651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 4 contains 64717 members 
Mstep: Class 5 contains 211584 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 203876 members 
Mstep: Class 14 contains 34122 members 
Mstep: Class 15 contains 87452 members 
Mstep: Class 16 contains 23139 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 4916 members 
Mstep: Class 21 contains 6314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054704.000000 Penalty: 43306.667969
Iteration 79Q: 14 clusters Score -7.00547e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 4 contains 64698 members 
Mstep: Class 5 contains 211671 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9892 members 
Mstep: Class 11 contains 203801 members 
Mstep: Class 14 contains 34339 members 
Mstep: Class 15 contains 87368 members 
Mstep: Class 16 contains 23143 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14813 members 
Mstep: Class 19 contains 4915 members 
Mstep: Class 21 contains 6195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054840.000000 Penalty: 43306.667969
Iteration 80F: 14 clusters Score -7.005484e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 4 contains 64686 members 
Mstep: Class 5 contains 211701 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9944 members 
Mstep: Class 11 contains 203768 members 
Mstep: Class 14 contains 34530 members 
Mstep: Class 15 contains 87288 members 
Mstep: Class 16 contains 23142 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14866 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 21 contains 6092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054816.000000 Penalty: 43306.667969
Iteration 81Q: 14 clusters Score -7.005482e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 4 contains 64666 members 
Mstep: Class 5 contains 211709 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9988 members 
Mstep: Class 11 contains 203774 members 
Mstep: Class 14 contains 34703 members 
Mstep: Class 15 contains 87209 members 
Mstep: Class 16 contains 23148 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 4920 members 
Mstep: Class 21 contains 6001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054872.000000 Penalty: 43306.667969
Iteration 82Q: 14 clusters Score -7.005487e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 4 contains 64643 members 
Mstep: Class 5 contains 211716 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10019 members 
Mstep: Class 11 contains 203825 members 
Mstep: Class 14 contains 34859 members 
Mstep: Class 15 contains 87134 members 
Mstep: Class 16 contains 23156 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 14970 members 
Mstep: Class 19 contains 4914 members 
Mstep: Class 21 contains 5914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054832.000000 Penalty: 43306.667969
Iteration 83Q: 14 clusters Score -7.005483e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 4 contains 64611 members 
Mstep: Class 5 contains 211726 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10046 members 
Mstep: Class 11 contains 203879 members 
Mstep: Class 14 contains 35006 members 
Mstep: Class 15 contains 87058 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15017 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 21 contains 5851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054896.000000 Penalty: 43306.667969
Iteration 84Q: 14 clusters Score -7.00549e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 4 contains 64575 members 
Mstep: Class 5 contains 211776 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10064 members 
Mstep: Class 11 contains 203874 members 
Mstep: Class 14 contains 35172 members 
Mstep: Class 15 contains 86982 members 
Mstep: Class 16 contains 23169 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15057 members 
Mstep: Class 19 contains 4909 members 
Mstep: Class 21 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054768.000000 Penalty: 43306.667969
Iteration 85Q: 14 clusters Score -7.005477e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 4 contains 64536 members 
Mstep: Class 5 contains 211829 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10081 members 
Mstep: Class 11 contains 203907 members 
Mstep: Class 14 contains 35345 members 
Mstep: Class 15 contains 86894 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15118 members 
Mstep: Class 19 contains 4901 members 
Mstep: Class 21 contains 5712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054872.000000 Penalty: 43306.667969
Iteration 86Q: 14 clusters Score -7.005487e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 4 contains 64499 members 
Mstep: Class 5 contains 211882 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10096 members 
Mstep: Class 11 contains 203958 members 
Mstep: Class 14 contains 35502 members 
Mstep: Class 15 contains 86812 members 
Mstep: Class 16 contains 23163 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15166 members 
Mstep: Class 19 contains 4893 members 
Mstep: Class 21 contains 5651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055048.000000 Penalty: 43306.667969
Iteration 87Q: 14 clusters Score -7.005505e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 4 contains 64429 members 
Mstep: Class 5 contains 211948 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10101 members 
Mstep: Class 11 contains 204031 members 
Mstep: Class 14 contains 35651 members 
Mstep: Class 15 contains 86735 members 
Mstep: Class 16 contains 23165 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15219 members 
Mstep: Class 19 contains 4892 members 
Mstep: Class 21 contains 5598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055128.000000 Penalty: 43306.667969
Iteration 88Q: 14 clusters Score -7.005513e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 4 contains 64366 members 
Mstep: Class 5 contains 211986 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10099 members 
Mstep: Class 11 contains 204088 members 
Mstep: Class 14 contains 35811 members 
Mstep: Class 15 contains 86684 members 
Mstep: Class 16 contains 23167 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15273 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 21 contains 5546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055136.000000 Penalty: 43306.667969
Iteration 89Q: 14 clusters Score -7.005514e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 4 contains 64322 members 
Mstep: Class 5 contains 212057 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 10091 members 
Mstep: Class 11 contains 204116 members 
Mstep: Class 14 contains 35978 members 
Mstep: Class 15 contains 86606 members 
Mstep: Class 16 contains 23161 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15315 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 21 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055024.000000 Penalty: 43306.667969
Iteration 90Q: 14 clusters Score -7.005502e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 4 contains 64269 members 
Mstep: Class 5 contains 212115 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 10085 members 
Mstep: Class 11 contains 204172 members 
Mstep: Class 14 contains 36138 members 
Mstep: Class 15 contains 86520 members 
Mstep: Class 16 contains 23173 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15360 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 21 contains 5433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055120.000000 Penalty: 43306.667969
Iteration 91Q: 14 clusters Score -7.005512e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 4 contains 64234 members 
Mstep: Class 5 contains 212161 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 10077 members 
Mstep: Class 11 contains 204185 members 
Mstep: Class 14 contains 36283 members 
Mstep: Class 15 contains 86470 members 
Mstep: Class 16 contains 23173 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15410 members 
Mstep: Class 19 contains 4867 members 
Mstep: Class 21 contains 5390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055216.000000 Penalty: 43306.667969
Iteration 92Q: 14 clusters Score -7.005522e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 4 contains 64217 members 
Mstep: Class 5 contains 212226 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10068 members 
Mstep: Class 11 contains 204194 members 
Mstep: Class 14 contains 36405 members 
Mstep: Class 15 contains 86427 members 
Mstep: Class 16 contains 23175 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15452 members 
Mstep: Class 19 contains 4849 members 
Mstep: Class 21 contains 5349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055328.000000 Penalty: 43306.667969
Iteration 93Q: 14 clusters Score -7.005533e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 4 contains 64198 members 
Mstep: Class 5 contains 212282 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10061 members 
Mstep: Class 11 contains 204198 members 
Mstep: Class 14 contains 36524 members 
Mstep: Class 15 contains 86385 members 
Mstep: Class 16 contains 23177 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15489 members 
Mstep: Class 19 contains 4832 members 
Mstep: Class 21 contains 5321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055408.000000 Penalty: 43306.667969
Iteration 94Q: 14 clusters Score -7.005541e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 4 contains 64184 members 
Mstep: Class 5 contains 212347 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10054 members 
Mstep: Class 11 contains 204179 members 
Mstep: Class 14 contains 36634 members 
Mstep: Class 15 contains 86344 members 
Mstep: Class 16 contains 23184 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15531 members 
Mstep: Class 19 contains 4824 members 
Mstep: Class 21 contains 5296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055464.000000 Penalty: 43306.667969
Iteration 95Q: 14 clusters Score -7.005546e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 4 contains 64178 members 
Mstep: Class 5 contains 212432 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 10048 members 
Mstep: Class 11 contains 204121 members 
Mstep: Class 14 contains 36732 members 
Mstep: Class 15 contains 86319 members 
Mstep: Class 16 contains 23192 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15579 members 
Mstep: Class 19 contains 4810 members 
Mstep: Class 21 contains 5277 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 14 clusters Score -7.005537e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 4 contains 64188 members 
Mstep: Class 5 contains 212522 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 10042 members 
Mstep: Class 11 contains 203995 members 
Mstep: Class 14 contains 36833 members 
Mstep: Class 15 contains 86282 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15628 members 
Mstep: Class 19 contains 4809 members 
Mstep: Class 21 contains 5269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 14 clusters Score -7.00554e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 4 contains 64195 members 
Mstep: Class 5 contains 212650 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10036 members 
Mstep: Class 11 contains 203845 members 
Mstep: Class 14 contains 36930 members 
Mstep: Class 15 contains 86264 members 
Mstep: Class 16 contains 23217 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15680 members 
Mstep: Class 19 contains 4800 members 
Mstep: Class 21 contains 5234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055392.000000 Penalty: 43306.667969
Iteration 98Q: 14 clusters Score -7.005539e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 4 contains 64204 members 
Mstep: Class 5 contains 212767 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10020 members 
Mstep: Class 11 contains 203695 members 
Mstep: Class 14 contains 37018 members 
Mstep: Class 15 contains 86234 members 
Mstep: Class 16 contains 23223 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15744 members 
Mstep: Class 19 contains 4790 members 
Mstep: Class 21 contains 5227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055528.000000 Penalty: 43306.667969
Iteration 99Q: 14 clusters Score -7.005553e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 4 contains 64208 members 
Mstep: Class 5 contains 212859 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10012 members 
Mstep: Class 11 contains 203578 members 
Mstep: Class 14 contains 37102 members 
Mstep: Class 15 contains 86196 members 
Mstep: Class 16 contains 23237 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15789 members 
Mstep: Class 19 contains 4784 members 
Mstep: Class 21 contains 5219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055472.000000 Penalty: 43306.667969
Iteration 100F: 14 clusters Score -7.005547e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 4 contains 64222 members 
Mstep: Class 5 contains 212970 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 10005 members 
Mstep: Class 11 contains 203443 members 
Mstep: Class 14 contains 37176 members 
Mstep: Class 15 contains 86162 members 
Mstep: Class 16 contains 23248 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15830 members 
Mstep: Class 19 contains 4783 members 
Mstep: Class 21 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055488.000000 Penalty: 43306.667969
Iteration 101Q: 14 clusters Score -7.005549e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 4 contains 64241 members 
Mstep: Class 5 contains 213044 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9996 members 
Mstep: Class 11 contains 203305 members 
Mstep: Class 14 contains 37248 members 
Mstep: Class 15 contains 86161 members 
Mstep: Class 16 contains 23259 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15873 members 
Mstep: Class 19 contains 4784 members 
Mstep: Class 21 contains 5190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055512.000000 Penalty: 43306.667969
Iteration 102Q: 14 clusters Score -7.005551e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 4 contains 64287 members 
Mstep: Class 5 contains 213127 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9995 members 
Mstep: Class 11 contains 203136 members 
Mstep: Class 14 contains 37312 members 
Mstep: Class 15 contains 86140 members 
Mstep: Class 16 contains 23274 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15915 members 
Mstep: Class 19 contains 4784 members 
Mstep: Class 21 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055416.000000 Penalty: 43306.667969
Iteration 103Q: 14 clusters Score -7.005542e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 4 contains 64336 members 
Mstep: Class 5 contains 213211 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9990 members 
Mstep: Class 11 contains 203009 members 
Mstep: Class 14 contains 37362 members 
Mstep: Class 15 contains 86117 members 
Mstep: Class 16 contains 23291 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15934 members 
Mstep: Class 19 contains 4777 members 
Mstep: Class 21 contains 5193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055368.000000 Penalty: 43306.667969
Iteration 104Q: 14 clusters Score -7.005537e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 4 contains 64387 members 
Mstep: Class 5 contains 213290 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 202909 members 
Mstep: Class 14 contains 37423 members 
Mstep: Class 15 contains 86086 members 
Mstep: Class 16 contains 23292 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15952 members 
Mstep: Class 19 contains 4772 members 
Mstep: Class 21 contains 5195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055456.000000 Penalty: 43306.667969
Iteration 105Q: 14 clusters Score -7.005546e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 4 contains 64435 members 
Mstep: Class 5 contains 213397 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9987 members 
Mstep: Class 11 contains 202779 members 
Mstep: Class 14 contains 37463 members 
Mstep: Class 15 contains 86042 members 
Mstep: Class 16 contains 23305 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 15974 members 
Mstep: Class 19 contains 4766 members 
Mstep: Class 21 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055512.000000 Penalty: 43306.667969
Iteration 106Q: 14 clusters Score -7.005551e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 4 contains 64485 members 
Mstep: Class 5 contains 213509 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9985 members 
Mstep: Class 11 contains 202660 members 
Mstep: Class 14 contains 37507 members 
Mstep: Class 15 contains 85983 members 
Mstep: Class 16 contains 23315 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16005 members 
Mstep: Class 19 contains 4755 members 
Mstep: Class 21 contains 5201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055616.000000 Penalty: 43306.667969
Iteration 107Q: 14 clusters Score -7.005562e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 4 contains 64540 members 
Mstep: Class 5 contains 213629 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9979 members 
Mstep: Class 11 contains 202559 members 
Mstep: Class 14 contains 37553 members 
Mstep: Class 15 contains 85928 members 
Mstep: Class 16 contains 23314 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16018 members 
Mstep: Class 19 contains 4748 members 
Mstep: Class 21 contains 5202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055464.000000 Penalty: 43306.667969
Iteration 108Q: 14 clusters Score -7.005546e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 4 contains 64588 members 
Mstep: Class 5 contains 213740 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9974 members 
Mstep: Class 11 contains 202455 members 
Mstep: Class 14 contains 37583 members 
Mstep: Class 15 contains 85876 members 
Mstep: Class 16 contains 23328 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16043 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 21 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055632.000000 Penalty: 43306.667969
Iteration 109Q: 14 clusters Score -7.005563e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 4 contains 64630 members 
Mstep: Class 5 contains 213854 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9972 members 
Mstep: Class 11 contains 202359 members 
Mstep: Class 14 contains 37611 members 
Mstep: Class 15 contains 85835 members 
Mstep: Class 16 contains 23349 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16066 members 
Mstep: Class 19 contains 4732 members 
Mstep: Class 21 contains 5213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055544.000000 Penalty: 43306.667969
Iteration 110Q: 14 clusters Score -7.005554e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 4 contains 64678 members 
Mstep: Class 5 contains 213974 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9959 members 
Mstep: Class 11 contains 202274 members 
Mstep: Class 14 contains 37651 members 
Mstep: Class 15 contains 85780 members 
Mstep: Class 16 contains 23360 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16095 members 
Mstep: Class 19 contains 4720 members 
Mstep: Class 21 contains 5220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055688.000000 Penalty: 43306.667969
Iteration 111Q: 14 clusters Score -7.005569e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 4 contains 64704 members 
Mstep: Class 5 contains 214078 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9956 members 
Mstep: Class 11 contains 202220 members 
Mstep: Class 14 contains 37670 members 
Mstep: Class 15 contains 85739 members 
Mstep: Class 16 contains 23371 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16131 members 
Mstep: Class 19 contains 4711 members 
Mstep: Class 21 contains 5234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055720.000000 Penalty: 43306.667969
Iteration 112Q: 14 clusters Score -7.005572e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 4 contains 64734 members 
Mstep: Class 5 contains 214197 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9954 members 
Mstep: Class 11 contains 202185 members 
Mstep: Class 14 contains 37683 members 
Mstep: Class 15 contains 85681 members 
Mstep: Class 16 contains 23373 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16159 members 
Mstep: Class 19 contains 4705 members 
Mstep: Class 21 contains 5238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055792.000000 Penalty: 43306.667969
Iteration 113Q: 14 clusters Score -7.005579e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 4 contains 64765 members 
Mstep: Class 5 contains 214323 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9955 members 
Mstep: Class 11 contains 202128 members 
Mstep: Class 14 contains 37702 members 
Mstep: Class 15 contains 85658 members 
Mstep: Class 16 contains 23362 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16180 members 
Mstep: Class 19 contains 4694 members 
Mstep: Class 21 contains 5239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055840.000000 Penalty: 43306.667969
Iteration 114Q: 14 clusters Score -7.005584e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 4 contains 64812 members 
Mstep: Class 5 contains 214414 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9959 members 
Mstep: Class 11 contains 202086 members 
Mstep: Class 14 contains 37730 members 
Mstep: Class 15 contains 85626 members 
Mstep: Class 16 contains 23356 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16194 members 
Mstep: Class 19 contains 4690 members 
Mstep: Class 21 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055632.000000 Penalty: 43306.667969
Iteration 115Q: 14 clusters Score -7.005563e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 4 contains 64863 members 
Mstep: Class 5 contains 214448 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9960 members 
Mstep: Class 11 contains 202045 members 
Mstep: Class 14 contains 37748 members 
Mstep: Class 15 contains 85627 members 
Mstep: Class 16 contains 23369 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16207 members 
Mstep: Class 19 contains 4693 members 
Mstep: Class 21 contains 5230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055656.000000 Penalty: 43306.667969
Iteration 116Q: 14 clusters Score -7.005566e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 4 contains 64925 members 
Mstep: Class 5 contains 214474 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9958 members 
Mstep: Class 11 contains 202027 members 
Mstep: Class 14 contains 37767 members 
Mstep: Class 15 contains 85621 members 
Mstep: Class 16 contains 23375 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16225 members 
Mstep: Class 19 contains 4688 members 
Mstep: Class 21 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055688.000000 Penalty: 43306.667969
Iteration 117Q: 14 clusters Score -7.005569e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 4 contains 64966 members 
Mstep: Class 5 contains 214463 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9949 members 
Mstep: Class 11 contains 202027 members 
Mstep: Class 14 contains 37786 members 
Mstep: Class 15 contains 85622 members 
Mstep: Class 16 contains 23390 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16251 members 
Mstep: Class 19 contains 4680 members 
Mstep: Class 21 contains 5223 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 14 clusters Score -7.00557e+07 nChanged 658
Entering ConstructFrom: 
Score: -70055704.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (14700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Entering Unmasked Estep 
Score: -1538737.250000 Penalty: 2379.709473
	Iteration 0F: 2 clusters Score -1538737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1528010.375000 Penalty: 4759.418945
	Iteration 0F: 3 clusters Score -1528010 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1531294.625000 Penalty: 4759.418945
	Iteration 1F: 3 clusters Score -1531295 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1531644.875000 Penalty: 4759.418945
	Iteration 2F: 3 clusters Score -1531645 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1531926.625000 Penalty: 4759.418945
	Iteration 3Q: 3 clusters Score -1531927 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1532217.875000 Penalty: 4759.418945
	Iteration 4Q: 3 clusters Score -1532218 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1532566.000000 Penalty: 4759.418945
	Iteration 5Q: 3 clusters Score -1532566 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1532956.500000 Penalty: 4759.418945
	Iteration 6Q: 3 clusters Score -1532956 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1533390.000000 Penalty: 4759.418945
	Iteration 7Q: 3 clusters Score -1533390 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1533898.125000 Penalty: 4759.418945
	Iteration 8Q: 3 clusters Score -1533898 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1534456.625000 Penalty: 4759.418945
	Iteration 9Q: 3 clusters Score -1534457 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1534993.500000 Penalty: 4759.418945
	Iteration 10Q: 3 clusters Score -1534994 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1535447.125000 Penalty: 4759.418945
	Iteration 11Q: 3 clusters Score -1535447 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1535761.125000 Penalty: 4759.418945
	Iteration 12Q: 3 clusters Score -1535761 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1535983.000000 Penalty: 4759.418945
	Iteration 13Q: 3 clusters Score -1535983 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1536156.125000 Penalty: 4759.418945
	Iteration 14Q: 3 clusters Score -1536156 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1536268.625000 Penalty: 4759.418945
	Iteration 15Q: 3 clusters Score -1536269 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1536341.375000 Penalty: 4759.418945
	Iteration 16Q: 3 clusters Score -1536341 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1536410.500000 Penalty: 4759.418945
	Iteration 17Q: 3 clusters Score -1536410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1536469.250000 Penalty: 4759.418945
	Iteration 18Q: 3 clusters Score -1536469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1536508.875000 Penalty: 4759.418945
	Iteration 19Q: 3 clusters Score -1536509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1536544.875000 Penalty: 4759.418945
	Iteration 20F: 3 clusters Score -1536545 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1536586.125000 Penalty: 4759.418945
	Iteration 21Q: 3 clusters Score -1536586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1536616.125000 Penalty: 4759.418945
	Iteration 22Q: 3 clusters Score -1536616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1536647.000000 Penalty: 4759.418945
	Iteration 23Q: 3 clusters Score -1536647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1536670.500000 Penalty: 4759.418945
	Iteration 24Q: 3 clusters Score -1536670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1536686.750000 Penalty: 4759.418945
	Iteration 25Q: 3 clusters Score -1536687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1536688.625000 Penalty: 4759.418945
	Iteration 26Q: 3 clusters Score -1536689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1536704.125000 Penalty: 4759.418945
	Iteration 27Q: 3 clusters Score -1536704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1536711.625000 Penalty: 4759.418945
	Iteration 28Q: 3 clusters Score -1536712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1536716.875000 Penalty: 4759.418945
	Iteration 29Q: 3 clusters Score -1536717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1536728.875000 Penalty: 4759.418945
	Iteration 30Q: 3 clusters Score -1536729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1536733.375000 Penalty: 4759.418945
	Iteration 31Q: 3 clusters Score -1536733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1536737.625000 Penalty: 4759.418945
	Iteration 32Q: 3 clusters Score -1536738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1536743.625000 Penalty: 4759.418945
	Iteration 33Q: 3 clusters Score -1536744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1536746.750000 Penalty: 4759.418945
	Iteration 34Q: 3 clusters Score -1536747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1536746.875000 Penalty: 4759.418945
	Iteration 35Q: 3 clusters Score -1536747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1536748.875000 Penalty: 4759.418945
	Iteration 36Q: 3 clusters Score -1536749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1536751.625000 Penalty: 4759.418945
	Iteration 37Q: 3 clusters Score -1536752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1536753.375000 Penalty: 4759.418945
	Iteration 38Q: 3 clusters Score -1536753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1536755.250000 Penalty: 4759.418945
	Iteration 39Q: 3 clusters Score -1536755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1536756.250000 Penalty: 4759.418945
	Iteration 40F: 3 clusters Score -1536756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1536758.500000 Penalty: 4759.418945
	Iteration 41Q: 3 clusters Score -1536758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1536759.375000 Penalty: 4759.418945
	Iteration 42Q: 3 clusters Score -1536759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1536758.500000 Penalty: 4759.418945
	Iteration 43Q: 3 clusters Score -1536758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1536759.125000 Penalty: 4759.418945
	Iteration 44Q: 3 clusters Score -1536759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1536760.000000 Penalty: 4759.418945
	Iteration 45Q: 3 clusters Score -1536760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1536759.000000 Penalty: 4759.418945
	Iteration 46Q: 3 clusters Score -1536759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1536759.000000 Penalty: 4759.418945
	Iteration 47F: 3 clusters Score -1536759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (65002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Entering Unmasked Estep 
Score: -6875271.000000 Penalty: 2748.378906
	Iteration 0F: 2 clusters Score -6875271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -6831411.000000 Penalty: 5496.757812
	Iteration 0F: 3 clusters Score -6831411 nChanged 30348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -6848951.000000 Penalty: 5496.757812
	Iteration 1F: 3 clusters Score -6848951 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -6849862.000000 Penalty: 5496.757812
	Iteration 2Q: 3 clusters Score -6849862 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -6850814.000000 Penalty: 5496.757812
	Iteration 3Q: 3 clusters Score -6850814 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6851988.500000 Penalty: 5496.757812
	Iteration 4Q: 3 clusters Score -6851988 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -6853303.000000 Penalty: 5496.757812
	Iteration 5Q: 3 clusters Score -6853303 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -6855197.500000 Penalty: 5496.757812
	Iteration 6F: 3 clusters Score -6855198 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -6857652.500000 Penalty: 5496.757812
	Iteration 7F: 3 clusters Score -6857652 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -6860458.500000 Penalty: 5496.757812
	Iteration 8F: 3 clusters Score -6860458 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6862838.500000 Penalty: 5496.757812
	Iteration 9F: 3 clusters Score -6862838 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -6864435.000000 Penalty: 5496.757812
	Iteration 10Q: 3 clusters Score -6864435 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -6865286.000000 Penalty: 5496.757812
	Iteration 11Q: 3 clusters Score -6865286 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -6865749.000000 Penalty: 5496.757812
	Iteration 12Q: 3 clusters Score -6865749 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6866048.000000 Penalty: 5496.757812
	Iteration 13Q: 3 clusters Score -6866048 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -6866345.000000 Penalty: 5496.757812
	Iteration 14Q: 3 clusters Score -6866345 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -6866676.000000 Penalty: 5496.757812
	Iteration 15Q: 3 clusters Score -6866676 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -6867017.500000 Penalty: 5496.757812
	Iteration 16Q: 3 clusters Score -6867018 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -6867346.000000 Penalty: 5496.757812
	Iteration 17Q: 3 clusters Score -6867346 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -6867736.000000 Penalty: 5496.757812
	Iteration 18Q: 3 clusters Score -6867736 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -6868064.000000 Penalty: 5496.757812
	Iteration 19Q: 3 clusters Score -6868064 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6868362.000000 Penalty: 5496.757812
	Iteration 20F: 3 clusters Score -6868362 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -6868619.000000 Penalty: 5496.757812
	Iteration 21Q: 3 clusters Score -6868619 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -6868957.500000 Penalty: 5496.757812
	Iteration 22Q: 3 clusters Score -6868958 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -6869175.500000 Penalty: 5496.757812
	Iteration 23Q: 3 clusters Score -6869176 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -6869361.500000 Penalty: 5496.757812
	Iteration 24Q: 3 clusters Score -6869362 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -6869594.500000 Penalty: 5496.757812
	Iteration 25Q: 3 clusters Score -6869594 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -6869772.000000 Penalty: 5496.757812
	Iteration 26Q: 3 clusters Score -6869772 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -6869923.500000 Penalty: 5496.757812
	Iteration 27Q: 3 clusters Score -6869924 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -6870159.000000 Penalty: 5496.757812
	Iteration 28Q: 3 clusters Score -6870159 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -6870341.500000 Penalty: 5496.757812
	Iteration 29Q: 3 clusters Score -6870342 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -6870580.500000 Penalty: 5496.757812
	Iteration 30Q: 3 clusters Score -6870580 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -6870847.500000 Penalty: 5496.757812
	Iteration 31Q: 3 clusters Score -6870848 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -6871066.500000 Penalty: 5496.757812
	Iteration 32Q: 3 clusters Score -6871066 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -6871278.500000 Penalty: 5496.757812
	Iteration 33Q: 3 clusters Score -6871278 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -6871473.000000 Penalty: 5496.757812
	Iteration 34Q: 3 clusters Score -6871473 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -6871631.500000 Penalty: 5496.757812
	Iteration 35Q: 3 clusters Score -6871632 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6871788.500000 Penalty: 5496.757812
	Iteration 36Q: 3 clusters Score -6871788 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6871955.500000 Penalty: 5496.757812
	Iteration 37Q: 3 clusters Score -6871956 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -6872076.500000 Penalty: 5496.757812
	Iteration 38Q: 3 clusters Score -6872076 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -6872192.000000 Penalty: 5496.757812
	Iteration 39Q: 3 clusters Score -6872192 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6872288.500000 Penalty: 5496.757812
	Iteration 40F: 3 clusters Score -6872288 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -6872398.500000 Penalty: 5496.757812
	Iteration 41Q: 3 clusters Score -6872398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61935 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6872471.500000 Penalty: 5496.757812
	Iteration 42Q: 3 clusters Score -6872472 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62134 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6872526.500000 Penalty: 5496.757812
	Iteration 43Q: 3 clusters Score -6872526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6872576.000000 Penalty: 5496.757812
	Iteration 44Q: 3 clusters Score -6872576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62435 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6872628.000000 Penalty: 5496.757812
	Iteration 45Q: 3 clusters Score -6872628 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6872668.500000 Penalty: 5496.757812
	Iteration 46Q: 3 clusters Score -6872668 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6872711.500000 Penalty: 5496.757812
	Iteration 47Q: 3 clusters Score -6872712 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -6872734.000000 Penalty: 5496.757812
	Iteration 48Q: 3 clusters Score -6872734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6872760.000000 Penalty: 5496.757812
	Iteration 49Q: 3 clusters Score -6872760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6872780.000000 Penalty: 5496.757812
	Iteration 50Q: 3 clusters Score -6872780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6872829.500000 Penalty: 5496.757812
	Iteration 51Q: 3 clusters Score -6872830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6872859.000000 Penalty: 5496.757812
	Iteration 52Q: 3 clusters Score -6872859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6872875.500000 Penalty: 5496.757812
	Iteration 53Q: 3 clusters Score -6872876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6872898.500000 Penalty: 5496.757812
	Iteration 54Q: 3 clusters Score -6872898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6872911.000000 Penalty: 5496.757812
	Iteration 55Q: 3 clusters Score -6872911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6872930.500000 Penalty: 5496.757812
	Iteration 56Q: 3 clusters Score -6872930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63438 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -6872954.500000 Penalty: 5496.757812
	Iteration 57Q: 3 clusters Score -6872954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6872980.000000 Penalty: 5496.757812
	Iteration 58Q: 3 clusters Score -6872980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6873009.500000 Penalty: 5496.757812
	Iteration 59Q: 3 clusters Score -6873010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6873009.000000 Penalty: 5496.757812
	Iteration 60F: 3 clusters Score -6873009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6873023.500000 Penalty: 5496.757812
	Iteration 61Q: 3 clusters Score -6873024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6873035.000000 Penalty: 5496.757812
	Iteration 62Q: 3 clusters Score -6873035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6873053.000000 Penalty: 5496.757812
	Iteration 63Q: 3 clusters Score -6873053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6873051.000000 Penalty: 5496.757812
	Iteration 64Q: 3 clusters Score -6873051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6873066.500000 Penalty: 5496.757812
	Iteration 65Q: 3 clusters Score -6873066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6873082.000000 Penalty: 5496.757812
	Iteration 66Q: 3 clusters Score -6873082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6873103.500000 Penalty: 5496.757812
	Iteration 67Q: 3 clusters Score -6873104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6873117.000000 Penalty: 5496.757812
	Iteration 68Q: 3 clusters Score -6873117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6873096.500000 Penalty: 5496.757812
	Iteration 69Q: 3 clusters Score -6873096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6873102.000000 Penalty: 5496.757812
	Iteration 70Q: 3 clusters Score -6873102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6873102.500000 Penalty: 5496.757812
	Iteration 71Q: 3 clusters Score -6873102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6873113.500000 Penalty: 5496.757812
	Iteration 72Q: 3 clusters Score -6873114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6873119.000000 Penalty: 5496.757812
	Iteration 73Q: 3 clusters Score -6873119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6873124.500000 Penalty: 5496.757812
	Iteration 74Q: 3 clusters Score -6873124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6873120.000000 Penalty: 5496.757812
	Iteration 75Q: 3 clusters Score -6873120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63850 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6873118.500000 Penalty: 5496.757812
	Iteration 76Q: 3 clusters Score -6873118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6873120.000000 Penalty: 5496.757812
	Iteration 77Q: 3 clusters Score -6873120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6873124.500000 Penalty: 5496.757812
	Iteration 78Q: 3 clusters Score -6873124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6873122.000000 Penalty: 5496.757812
	Iteration 79Q: 3 clusters Score -6873122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6873126.500000 Penalty: 5496.757812
	Iteration 80F: 3 clusters Score -6873126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (214509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214509 members 
Entering Unmasked Estep 
Score: -22429764.000000 Penalty: 3044.474609
	Iteration 0F: 2 clusters Score -2.242976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -22294794.000000 Penalty: 6088.949219
	Iteration 0F: 3 clusters Score -2.229479e+07 nChanged 103118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 114426 members 
Entering Unmasked Estep 
Score: -22354578.000000 Penalty: 6088.949219
	Iteration 1F: 3 clusters Score -2.235458e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 118696 members 
Entering Unmasked Estep 
Score: -22356106.000000 Penalty: 6088.949219
	Iteration 2Q: 3 clusters Score -2.235611e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -22358454.000000 Penalty: 6088.949219
	Iteration 3Q: 3 clusters Score -2.235845e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 135070 members 
Entering Unmasked Estep 
Score: -22362722.000000 Penalty: 6088.949219
	Iteration 4Q: 3 clusters Score -2.236272e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65763 members 
Mstep: Class 2 contains 148746 members 
Entering Unmasked Estep 
Score: -22370920.000000 Penalty: 6088.949219
	Iteration 5F: 3 clusters Score -2.237092e+07 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 166283 members 
Entering Unmasked Estep 
Score: -22384018.000000 Penalty: 6088.949219
	Iteration 6F: 3 clusters Score -2.238402e+07 nChanged 18806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 185031 members 
Entering Unmasked Estep 
Score: -22401138.000000 Penalty: 6088.949219
	Iteration 7F: 3 clusters Score -2.240114e+07 nChanged 15312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 200341 members 
Entering Unmasked Estep 
Score: -22416844.000000 Penalty: 6088.949219
	Iteration 8F: 3 clusters Score -2.241684e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 208977 members 
Entering Unmasked Estep 
Score: -22422848.000000 Penalty: 6088.949219
	Iteration 9Q: 3 clusters Score -2.242285e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 212408 members 
Entering Unmasked Estep 
Score: -22425428.000000 Penalty: 6088.949219
	Iteration 10Q: 3 clusters Score -2.242543e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 213537 members 
Entering Unmasked Estep 
Score: -22426478.000000 Penalty: 6088.949219
	Iteration 11Q: 3 clusters Score -2.242648e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 213912 members 
Entering Unmasked Estep 
Score: -22426890.000000 Penalty: 6088.949219
	Iteration 12Q: 3 clusters Score -2.242689e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 214045 members 
Entering Unmasked Estep 
Score: -22427056.000000 Penalty: 6088.949219
	Iteration 13Q: 3 clusters Score -2.242706e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 214100 members 
Entering Unmasked Estep 
Score: -22427154.000000 Penalty: 6088.949219
	Iteration 14Q: 3 clusters Score -2.242715e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 214119 members 
Entering Unmasked Estep 
Score: -22427164.000000 Penalty: 6088.949219
	Iteration 15Q: 3 clusters Score -2.242716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 214143 members 
Entering Unmasked Estep 
Score: -22427228.000000 Penalty: 6088.949219
	Iteration 16Q: 3 clusters Score -2.242723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 214151 members 
Entering Unmasked Estep 
Score: -22427272.000000 Penalty: 6088.949219
	Iteration 17Q: 3 clusters Score -2.242727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 214160 members 
Entering Unmasked Estep 
Score: -22427292.000000 Penalty: 6088.949219
	Iteration 18Q: 3 clusters Score -2.242729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 214163 members 
Entering Unmasked Estep 
Score: -22427292.000000 Penalty: 6088.949219
	Iteration 19Q: 3 clusters Score -2.242729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 214165 members 
Entering Unmasked Estep 
Score: -22427316.000000 Penalty: 6088.949219
	Iteration 20F: 3 clusters Score -2.242732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 214166 members 
Entering Unmasked Estep 
Score: -22427324.000000 Penalty: 6088.949219
	Iteration 21Q: 3 clusters Score -2.242732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 214169 members 
Entering Unmasked Estep 
Score: -22427330.000000 Penalty: 6088.949219
	Iteration 22Q: 3 clusters Score -2.242733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 214168 members 
Entering Unmasked Estep 
Score: -22427340.000000 Penalty: 6088.949219
	Iteration 23Q: 3 clusters Score -2.242734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 214169 members 
Entering Unmasked Estep 
Score: -22427354.000000 Penalty: 6088.949219
	Iteration 24Q: 3 clusters Score -2.242735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 214169 members 
Entering Unmasked Estep 
Score: -22427348.000000 Penalty: 6088.949219
	Iteration 25Q: 3 clusters Score -2.242735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 214168 members 
Entering Unmasked Estep 
Score: -22427354.000000 Penalty: 6088.949219
	Iteration 26Q: 3 clusters Score -2.242735e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 214173 members 
Entering Unmasked Estep 
Score: -22427376.000000 Penalty: 6088.949219
	Iteration 27Q: 3 clusters Score -2.242738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 214176 members 
Entering Unmasked Estep 
Score: -22427396.000000 Penalty: 6088.949219
	Iteration 28Q: 3 clusters Score -2.24274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 214182 members 
Entering Unmasked Estep 
Score: -22427414.000000 Penalty: 6088.949219
	Iteration 29Q: 3 clusters Score -2.242741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 214187 members 
Entering Unmasked Estep 
Score: -22427424.000000 Penalty: 6088.949219
	Iteration 30Q: 3 clusters Score -2.242742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 214188 members 
Entering Unmasked Estep 
Score: -22427444.000000 Penalty: 6088.949219
	Iteration 31Q: 3 clusters Score -2.242744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 214193 members 
Entering Unmasked Estep 
Score: -22427436.000000 Penalty: 6088.949219
	Iteration 32Q: 3 clusters Score -2.242744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 214193 members 
Entering Unmasked Estep 
Score: -22427454.000000 Penalty: 6088.949219
	Iteration 33Q: 3 clusters Score -2.242745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 214193 members 
Entering Unmasked Estep 
Score: -22427448.000000 Penalty: 6088.949219
	Iteration 34Q: 3 clusters Score -2.242745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 214191 members 
Entering Unmasked Estep 
Score: -22427456.000000 Penalty: 6088.949219
	Iteration 35Q: 3 clusters Score -2.242746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 214191 members 
Entering Unmasked Estep 
Score: -22427468.000000 Penalty: 6088.949219
	Iteration 36Q: 3 clusters Score -2.242747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 214190 members 
Entering Unmasked Estep 
Score: -22427452.000000 Penalty: 6088.949219
	Iteration 37Q: 3 clusters Score -2.242745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 214191 members 
Entering Unmasked Estep 
Score: -22427464.000000 Penalty: 6088.949219
	Iteration 38Q: 3 clusters Score -2.242746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 214191 members 
Entering Unmasked Estep 
Score: -22427464.000000 Penalty: 6088.949219
	Iteration 39Q: 3 clusters Score -2.242746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 214192 members 
Entering Unmasked Estep 
Score: -22427460.000000 Penalty: 6088.949219
	Iteration 40F: 3 clusters Score -2.242746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -170199.656250 Penalty: 1870.994385
	Iteration 0F: 2 clusters Score -170199.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -167678.609375 Penalty: 3741.988770
	Iteration 0F: 3 clusters Score -167678.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -168388.500000 Penalty: 3741.988770
	Iteration 1F: 3 clusters Score -168388.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -168913.640625 Penalty: 3741.988770
	Iteration 2F: 3 clusters Score -168913.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -169198.531250 Penalty: 3741.988770
	Iteration 3F: 3 clusters Score -169198.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -169390.671875 Penalty: 3741.988770
	Iteration 4F: 3 clusters Score -169390.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -169607.562500 Penalty: 3741.988770
	Iteration 5F: 3 clusters Score -169607.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -169757.078125 Penalty: 3741.988770
	Iteration 6Q: 3 clusters Score -169757.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -169885.812500 Penalty: 3741.988770
	Iteration 7Q: 3 clusters Score -169885.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -169998.859375 Penalty: 3741.988770
	Iteration 8Q: 3 clusters Score -169998.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -170043.078125 Penalty: 3741.988770
	Iteration 9Q: 3 clusters Score -170043.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -170073.453125 Penalty: 3741.988770
	Iteration 10Q: 3 clusters Score -170073.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -170099.187500 Penalty: 3741.988770
	Iteration 11Q: 3 clusters Score -170099.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -170140.500000 Penalty: 3741.988770
	Iteration 12Q: 3 clusters Score -170140.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -170183.656250 Penalty: 3741.988770
	Iteration 13Q: 3 clusters Score -170183.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -170226.468750 Penalty: 3741.988770
	Iteration 14Q: 3 clusters Score -170226.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -170242.937500 Penalty: 3741.988770
	Iteration 15Q: 3 clusters Score -170242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -170249.703125 Penalty: 3741.988770
	Iteration 16Q: 3 clusters Score -170249.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -170252.031250 Penalty: 3741.988770
	Iteration 17Q: 3 clusters Score -170252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -170253.515625 Penalty: 3741.988770
	Iteration 18Q: 3 clusters Score -170253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -170254.921875 Penalty: 3741.988770
	Iteration 19Q: 3 clusters Score -170254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -170255.218750 Penalty: 3741.988770
	Iteration 20F: 3 clusters Score -170255.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 65002 members 
Mstep: Class 5 contains 214509 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 202006 members 
Mstep: Class 14 contains 37801 members 
Mstep: Class 15 contains 85603 members 
Mstep: Class 16 contains 23399 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16274 members 
Mstep: Class 19 contains 4674 members 
Mstep: Class 21 contains 5233 members 
Entering Unmasked Estep 
Score: -70054432.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70055704.000000 to -70054432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Entering Unmasked Estep 
Score: -996287.312500 Penalty: 2282.746826
	Iteration 0F: 2 clusters Score -996287.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -988806.000000 Penalty: 4565.493652
	Iteration 0F: 3 clusters Score -988806 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -991120.125000 Penalty: 4565.493652
	Iteration 1F: 3 clusters Score -991120.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -991731.312500 Penalty: 4565.493652
	Iteration 2F: 3 clusters Score -991731.3 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -992423.750000 Penalty: 4565.493652
	Iteration 3F: 3 clusters Score -992423.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -993175.875000 Penalty: 4565.493652
	Iteration 4F: 3 clusters Score -993175.9 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -993908.375000 Penalty: 4565.493652
	Iteration 5F: 3 clusters Score -993908.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -994495.187500 Penalty: 4565.493652
	Iteration 6F: 3 clusters Score -994495.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -994898.125000 Penalty: 4565.493652
	Iteration 7F: 3 clusters Score -994898.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -995127.500000 Penalty: 4565.493652
	Iteration 8Q: 3 clusters Score -995127.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -995249.437500 Penalty: 4565.493652
	Iteration 9Q: 3 clusters Score -995249.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -995301.312500 Penalty: 4565.493652
	Iteration 10Q: 3 clusters Score -995301.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -995320.750000 Penalty: 4565.493652
	Iteration 11Q: 3 clusters Score -995320.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -995328.500000 Penalty: 4565.493652
	Iteration 12Q: 3 clusters Score -995328.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -995334.562500 Penalty: 4565.493652
	Iteration 13Q: 3 clusters Score -995334.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -995336.062500 Penalty: 4565.493652
	Iteration 14Q: 3 clusters Score -995336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -995336.562500 Penalty: 4565.493652
	Iteration 15Q: 3 clusters Score -995336.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -995338.687500 Penalty: 4565.493652
	Iteration 16Q: 3 clusters Score -995338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -995337.687500 Penalty: 4565.493652
	Iteration 17Q: 3 clusters Score -995337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -995338.562500 Penalty: 4565.493652
	Iteration 18Q: 3 clusters Score -995338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -995338.937500 Penalty: 4565.493652
	Iteration 19Q: 3 clusters Score -995338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -995338.937500 Penalty: 4565.493652
	Iteration 20F: 3 clusters Score -995338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (202006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202006 members 
Entering Unmasked Estep 
Score: -21065292.000000 Penalty: 3029.581055
	Iteration 0F: 2 clusters Score -2.106529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 100982 members 
Entering Unmasked Estep 
Score: -20931964.000000 Penalty: 6059.162109
	Iteration 0F: 3 clusters Score -2.093196e+07 nChanged 97246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104762 members 
Mstep: Class 2 contains 97244 members 
Entering Unmasked Estep 
Score: -20989998.000000 Penalty: 6059.162109
	Iteration 1F: 3 clusters Score -2.099e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 95056 members 
Entering Unmasked Estep 
Score: -20991488.000000 Penalty: 6059.162109
	Iteration 2Q: 3 clusters Score -2.099149e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 91609 members 
Entering Unmasked Estep 
Score: -20993546.000000 Penalty: 6059.162109
	Iteration 3Q: 3 clusters Score -2.099355e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115658 members 
Mstep: Class 2 contains 86348 members 
Entering Unmasked Estep 
Score: -20996902.000000 Penalty: 6059.162109
	Iteration 4Q: 3 clusters Score -2.09969e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123080 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -21001538.000000 Penalty: 6059.162109
	Iteration 5F: 3 clusters Score -2.100154e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133075 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -21008802.000000 Penalty: 6059.162109
	Iteration 6F: 3 clusters Score -2.10088e+07 nChanged 14693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145760 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -21019572.000000 Penalty: 6059.162109
	Iteration 7F: 3 clusters Score -2.101957e+07 nChanged 14984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159226 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -21032354.000000 Penalty: 6059.162109
	Iteration 8F: 3 clusters Score -2.103235e+07 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -21044058.000000 Penalty: 6059.162109
	Iteration 9F: 3 clusters Score -2.104406e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178131 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -21051880.000000 Penalty: 6059.162109
	Iteration 10Q: 3 clusters Score -2.105188e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182400 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -21055908.000000 Penalty: 6059.162109
	Iteration 11Q: 3 clusters Score -2.105591e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185155 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -21058022.000000 Penalty: 6059.162109
	Iteration 12Q: 3 clusters Score -2.105802e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187241 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -21059290.000000 Penalty: 6059.162109
	Iteration 13Q: 3 clusters Score -2.105929e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188938 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -21060382.000000 Penalty: 6059.162109
	Iteration 14Q: 3 clusters Score -2.106038e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190362 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -21061180.000000 Penalty: 6059.162109
	Iteration 15Q: 3 clusters Score -2.106118e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -21061674.000000 Penalty: 6059.162109
	Iteration 16Q: 3 clusters Score -2.106167e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192546 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -21062010.000000 Penalty: 6059.162109
	Iteration 17Q: 3 clusters Score -2.106201e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193406 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -21062482.000000 Penalty: 6059.162109
	Iteration 18Q: 3 clusters Score -2.106248e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194189 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -21062896.000000 Penalty: 6059.162109
	Iteration 19Q: 3 clusters Score -2.10629e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194859 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -21063220.000000 Penalty: 6059.162109
	Iteration 20F: 3 clusters Score -2.106322e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195405 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -21063520.000000 Penalty: 6059.162109
	Iteration 21Q: 3 clusters Score -2.106352e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195850 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -21063750.000000 Penalty: 6059.162109
	Iteration 22Q: 3 clusters Score -2.106375e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196215 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -21063992.000000 Penalty: 6059.162109
	Iteration 23Q: 3 clusters Score -2.106399e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196538 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -21064098.000000 Penalty: 6059.162109
	Iteration 24Q: 3 clusters Score -2.10641e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196781 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -21064238.000000 Penalty: 6059.162109
	Iteration 25Q: 3 clusters Score -2.106424e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196988 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -21064306.000000 Penalty: 6059.162109
	Iteration 26Q: 3 clusters Score -2.106431e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197158 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -21064426.000000 Penalty: 6059.162109
	Iteration 27Q: 3 clusters Score -2.106443e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197293 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -21064494.000000 Penalty: 6059.162109
	Iteration 28Q: 3 clusters Score -2.106449e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197411 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -21064560.000000 Penalty: 6059.162109
	Iteration 29Q: 3 clusters Score -2.106456e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197500 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -21064576.000000 Penalty: 6059.162109
	Iteration 30Q: 3 clusters Score -2.106458e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197563 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -21064620.000000 Penalty: 6059.162109
	Iteration 31Q: 3 clusters Score -2.106462e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197620 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -21064618.000000 Penalty: 6059.162109
	Iteration 32Q: 3 clusters Score -2.106462e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197660 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -21064642.000000 Penalty: 6059.162109
	Iteration 33Q: 3 clusters Score -2.106464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197705 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -21064642.000000 Penalty: 6059.162109
	Iteration 34Q: 3 clusters Score -2.106464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197749 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -21064660.000000 Penalty: 6059.162109
	Iteration 35Q: 3 clusters Score -2.106466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197782 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -21064670.000000 Penalty: 6059.162109
	Iteration 36Q: 3 clusters Score -2.106467e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197814 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -21064690.000000 Penalty: 6059.162109
	Iteration 37Q: 3 clusters Score -2.106469e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197842 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -21064690.000000 Penalty: 6059.162109
	Iteration 38Q: 3 clusters Score -2.106469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197872 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -21064698.000000 Penalty: 6059.162109
	Iteration 39Q: 3 clusters Score -2.10647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197900 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -21064694.000000 Penalty: 6059.162109
	Iteration 40F: 3 clusters Score -2.106469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197931 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -21064708.000000 Penalty: 6059.162109
	Iteration 41Q: 3 clusters Score -2.106471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197954 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -21064704.000000 Penalty: 6059.162109
	Iteration 42Q: 3 clusters Score -2.10647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197977 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -21064714.000000 Penalty: 6059.162109
	Iteration 43Q: 3 clusters Score -2.106471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197994 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -21064730.000000 Penalty: 6059.162109
	Iteration 44Q: 3 clusters Score -2.106473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198011 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -21064720.000000 Penalty: 6059.162109
	Iteration 45Q: 3 clusters Score -2.106472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198033 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -21064714.000000 Penalty: 6059.162109
	Iteration 46Q: 3 clusters Score -2.106471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198053 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -21064732.000000 Penalty: 6059.162109
	Iteration 47Q: 3 clusters Score -2.106473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198070 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -21064736.000000 Penalty: 6059.162109
	Iteration 48Q: 3 clusters Score -2.106474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198086 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -21064750.000000 Penalty: 6059.162109
	Iteration 49Q: 3 clusters Score -2.106475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198095 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -21064750.000000 Penalty: 6059.162109
	Iteration 50Q: 3 clusters Score -2.106475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198108 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -21064756.000000 Penalty: 6059.162109
	Iteration 51Q: 3 clusters Score -2.106476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198118 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -21064758.000000 Penalty: 6059.162109
	Iteration 52Q: 3 clusters Score -2.106476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198131 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -21064770.000000 Penalty: 6059.162109
	Iteration 53Q: 3 clusters Score -2.106477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198141 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -21064782.000000 Penalty: 6059.162109
	Iteration 54Q: 3 clusters Score -2.106478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198154 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -21064782.000000 Penalty: 6059.162109
	Iteration 55Q: 3 clusters Score -2.106478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198166 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -21064768.000000 Penalty: 6059.162109
	Iteration 56Q: 3 clusters Score -2.106477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198176 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -21064772.000000 Penalty: 6059.162109
	Iteration 57Q: 3 clusters Score -2.106477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198179 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -21064774.000000 Penalty: 6059.162109
	Iteration 58Q: 3 clusters Score -2.106477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198185 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -21064754.000000 Penalty: 6059.162109
	Iteration 59Q: 3 clusters Score -2.106475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198187 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -21064766.000000 Penalty: 6059.162109
	Iteration 60F: 3 clusters Score -2.106477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198191 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -21064754.000000 Penalty: 6059.162109
	Iteration 61Q: 3 clusters Score -2.106475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198193 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -21064750.000000 Penalty: 6059.162109
	Iteration 62Q: 3 clusters Score -2.106475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198193 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -21064748.000000 Penalty: 6059.162109
	Iteration 63Q: 3 clusters Score -2.106475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198193 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -21064752.000000 Penalty: 6059.162109
	Iteration 64Q: 3 clusters Score -2.106475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198194 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -21064758.000000 Penalty: 6059.162109
	Iteration 65Q: 3 clusters Score -2.106476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198194 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -21064758.000000 Penalty: 6059.162109
	Iteration 66F: 3 clusters Score -2.106476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Entering Unmasked Estep 
Score: -3884831.500000 Penalty: 2613.942383
	Iteration 0F: 2 clusters Score -3884832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3859235.000000 Penalty: 5227.884766
	Iteration 0F: 3 clusters Score -3859235 nChanged 17165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3868696.250000 Penalty: 5227.884766
	Iteration 1F: 3 clusters Score -3868696 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3869145.500000 Penalty: 5227.884766
	Iteration 2Q: 3 clusters Score -3869146 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3869621.000000 Penalty: 5227.884766
	Iteration 3Q: 3 clusters Score -3869621 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3870206.000000 Penalty: 5227.884766
	Iteration 4Q: 3 clusters Score -3870206 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3871070.500000 Penalty: 5227.884766
	Iteration 5Q: 3 clusters Score -3871070 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3872424.500000 Penalty: 5227.884766
	Iteration 6F: 3 clusters Score -3872424 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -3874434.500000 Penalty: 5227.884766
	Iteration 7F: 3 clusters Score -3874434 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3877133.750000 Penalty: 5227.884766
	Iteration 8F: 3 clusters Score -3877134 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3879760.500000 Penalty: 5227.884766
	Iteration 9F: 3 clusters Score -3879760 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3881347.750000 Penalty: 5227.884766
	Iteration 10Q: 3 clusters Score -3881348 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3881989.750000 Penalty: 5227.884766
	Iteration 11Q: 3 clusters Score -3881990 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3882252.500000 Penalty: 5227.884766
	Iteration 12Q: 3 clusters Score -3882252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3882395.250000 Penalty: 5227.884766
	Iteration 13Q: 3 clusters Score -3882395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -3882460.250000 Penalty: 5227.884766
	Iteration 14Q: 3 clusters Score -3882460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3882496.000000 Penalty: 5227.884766
	Iteration 15Q: 3 clusters Score -3882496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3882522.000000 Penalty: 5227.884766
	Iteration 16Q: 3 clusters Score -3882522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3882543.000000 Penalty: 5227.884766
	Iteration 17Q: 3 clusters Score -3882543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3882549.750000 Penalty: 5227.884766
	Iteration 18Q: 3 clusters Score -3882550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3882560.000000 Penalty: 5227.884766
	Iteration 19Q: 3 clusters Score -3882560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3882571.750000 Penalty: 5227.884766
	Iteration 20F: 3 clusters Score -3882572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3882578.000000 Penalty: 5227.884766
	Iteration 21Q: 3 clusters Score -3882578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3882583.500000 Penalty: 5227.884766
	Iteration 22Q: 3 clusters Score -3882584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3882583.500000 Penalty: 5227.884766
	Iteration 23F: 3 clusters Score -3882584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Entering Unmasked Estep 
Score: -9022524.000000 Penalty: 2816.653809
	Iteration 0F: 2 clusters Score -9022524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8965388.000000 Penalty: 5633.307617
	Iteration 0F: 3 clusters Score -8965388 nChanged 40042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -8988137.000000 Penalty: 5633.307617
	Iteration 1F: 3 clusters Score -8988137 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -8989027.000000 Penalty: 5633.307617
	Iteration 2Q: 3 clusters Score -8989027 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -8990219.000000 Penalty: 5633.307617
	Iteration 3Q: 3 clusters Score -8990219 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8991973.000000 Penalty: 5633.307617
	Iteration 4Q: 3 clusters Score -8991973 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -8994440.000000 Penalty: 5633.307617
	Iteration 5F: 3 clusters Score -8994440 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -8997588.000000 Penalty: 5633.307617
	Iteration 6F: 3 clusters Score -8997588 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -9001227.000000 Penalty: 5633.307617
	Iteration 7F: 3 clusters Score -9001227 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -9005159.000000 Penalty: 5633.307617
	Iteration 8F: 3 clusters Score -9005159 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -9008747.000000 Penalty: 5633.307617
	Iteration 9F: 3 clusters Score -9008747 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -9011468.000000 Penalty: 5633.307617
	Iteration 10Q: 3 clusters Score -9011468 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -9013213.000000 Penalty: 5633.307617
	Iteration 11Q: 3 clusters Score -9013213 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -9014577.000000 Penalty: 5633.307617
	Iteration 12Q: 3 clusters Score -9014577 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -9015934.000000 Penalty: 5633.307617
	Iteration 13Q: 3 clusters Score -9015934 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -9017100.000000 Penalty: 5633.307617
	Iteration 14Q: 3 clusters Score -9017100 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -9018028.000000 Penalty: 5633.307617
	Iteration 15Q: 3 clusters Score -9018028 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -9018799.000000 Penalty: 5633.307617
	Iteration 16Q: 3 clusters Score -9018799 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -9019217.000000 Penalty: 5633.307617
	Iteration 17Q: 3 clusters Score -9019217 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -9019415.000000 Penalty: 5633.307617
	Iteration 18Q: 3 clusters Score -9019415 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -9019525.000000 Penalty: 5633.307617
	Iteration 19Q: 3 clusters Score -9019525 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -9019676.000000 Penalty: 5633.307617
	Iteration 20F: 3 clusters Score -9019676 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -9019715.000000 Penalty: 5633.307617
	Iteration 21Q: 3 clusters Score -9019715 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -9019750.000000 Penalty: 5633.307617
	Iteration 22Q: 3 clusters Score -9019750 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62723 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -9019755.000000 Penalty: 5633.307617
	Iteration 23Q: 3 clusters Score -9019755 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62737 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -9019796.000000 Penalty: 5633.307617
	Iteration 24Q: 3 clusters Score -9019796 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -9019831.000000 Penalty: 5633.307617
	Iteration 25Q: 3 clusters Score -9019831 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -9019834.000000 Penalty: 5633.307617
	Iteration 26Q: 3 clusters Score -9019834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -9019815.000000 Penalty: 5633.307617
	Iteration 27Q: 3 clusters Score -9019815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -9019822.000000 Penalty: 5633.307617
	Iteration 28Q: 3 clusters Score -9019822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -9019815.000000 Penalty: 5633.307617
	Iteration 29Q: 3 clusters Score -9019815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -9019815.000000 Penalty: 5633.307617
	Iteration 30Q: 3 clusters Score -9019815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62724 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -9019829.000000 Penalty: 5633.307617
	Iteration 31Q: 3 clusters Score -9019829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -9019844.000000 Penalty: 5633.307617
	Iteration 32Q: 3 clusters Score -9019844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -9019838.000000 Penalty: 5633.307617
	Iteration 33Q: 3 clusters Score -9019838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -9019843.000000 Penalty: 5633.307617
	Iteration 34Q: 3 clusters Score -9019843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -9019844.000000 Penalty: 5633.307617
	Iteration 35Q: 3 clusters Score -9019844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -9019842.000000 Penalty: 5633.307617
	Iteration 36Q: 3 clusters Score -9019842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -9019848.000000 Penalty: 5633.307617
	Iteration 37Q: 3 clusters Score -9019848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -9019848.000000 Penalty: 5633.307617
	Iteration 38F: 3 clusters Score -9019848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Entering Unmasked Estep 
Score: -2502127.500000 Penalty: 2494.991211
	Iteration 0F: 2 clusters Score -2502128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2485842.500000 Penalty: 4989.982422
	Iteration 0F: 3 clusters Score -2485842 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2491431.250000 Penalty: 4989.982422
	Iteration 1F: 3 clusters Score -2491431 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2491843.500000 Penalty: 4989.982422
	Iteration 2Q: 3 clusters Score -2491844 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2492229.000000 Penalty: 4989.982422
	Iteration 3Q: 3 clusters Score -2492229 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2492647.750000 Penalty: 4989.982422
	Iteration 4Q: 3 clusters Score -2492648 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2493070.000000 Penalty: 4989.982422
	Iteration 5Q: 3 clusters Score -2493070 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2493616.500000 Penalty: 4989.982422
	Iteration 6Q: 3 clusters Score -2493616 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2494279.000000 Penalty: 4989.982422
	Iteration 7F: 3 clusters Score -2494279 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2495136.500000 Penalty: 4989.982422
	Iteration 8F: 3 clusters Score -2495136 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2496159.500000 Penalty: 4989.982422
	Iteration 9F: 3 clusters Score -2496160 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2497233.750000 Penalty: 4989.982422
	Iteration 10F: 3 clusters Score -2497234 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2498186.000000 Penalty: 4989.982422
	Iteration 11Q: 3 clusters Score -2498186 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2498851.500000 Penalty: 4989.982422
	Iteration 12Q: 3 clusters Score -2498852 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2499294.750000 Penalty: 4989.982422
	Iteration 13Q: 3 clusters Score -2499295 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2499540.750000 Penalty: 4989.982422
	Iteration 14Q: 3 clusters Score -2499541 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2499709.250000 Penalty: 4989.982422
	Iteration 15Q: 3 clusters Score -2499709 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2499810.000000 Penalty: 4989.982422
	Iteration 16Q: 3 clusters Score -2499810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2499867.750000 Penalty: 4989.982422
	Iteration 17Q: 3 clusters Score -2499868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2499904.000000 Penalty: 4989.982422
	Iteration 18Q: 3 clusters Score -2499904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2499935.500000 Penalty: 4989.982422
	Iteration 19Q: 3 clusters Score -2499936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2499963.000000 Penalty: 4989.982422
	Iteration 20F: 3 clusters Score -2499963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2499988.500000 Penalty: 4989.982422
	Iteration 21Q: 3 clusters Score -2499988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2500007.750000 Penalty: 4989.982422
	Iteration 22Q: 3 clusters Score -2500008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2500016.500000 Penalty: 4989.982422
	Iteration 23Q: 3 clusters Score -2500016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2500015.250000 Penalty: 4989.982422
	Iteration 24Q: 3 clusters Score -2500015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2500023.250000 Penalty: 4989.982422
	Iteration 25Q: 3 clusters Score -2500023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2500026.750000 Penalty: 4989.982422
	Iteration 26Q: 3 clusters Score -2500027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2500031.500000 Penalty: 4989.982422
	Iteration 27Q: 3 clusters Score -2500032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2500031.250000 Penalty: 4989.982422
	Iteration 28Q: 3 clusters Score -2500031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2500038.000000 Penalty: 4989.982422
	Iteration 29Q: 3 clusters Score -2500038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2500033.000000 Penalty: 4989.982422
	Iteration 30Q: 3 clusters Score -2500033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2500039.750000 Penalty: 4989.982422
	Iteration 31Q: 3 clusters Score -2500040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2500041.000000 Penalty: 4989.982422
	Iteration 32Q: 3 clusters Score -2500041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2500038.250000 Penalty: 4989.982422
	Iteration 33Q: 3 clusters Score -2500038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2500040.750000 Penalty: 4989.982422
	Iteration 34Q: 3 clusters Score -2500041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2500039.000000 Penalty: 4989.982422
	Iteration 35Q: 3 clusters Score -2500039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2500045.500000 Penalty: 4989.982422
	Iteration 36Q: 3 clusters Score -2500046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2500046.500000 Penalty: 4989.982422
	Iteration 37Q: 3 clusters Score -2500046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2500047.750000 Penalty: 4989.982422
	Iteration 38Q: 3 clusters Score -2500048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2500051.500000 Penalty: 4989.982422
	Iteration 39Q: 3 clusters Score -2500052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2500051.750000 Penalty: 4989.982422
	Iteration 40F: 3 clusters Score -2500052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2500055.250000 Penalty: 4989.982422
	Iteration 41Q: 3 clusters Score -2500055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2500063.000000 Penalty: 4989.982422
	Iteration 42Q: 3 clusters Score -2500063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2500063.250000 Penalty: 4989.982422
	Iteration 43Q: 3 clusters Score -2500063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2500064.250000 Penalty: 4989.982422
	Iteration 44Q: 3 clusters Score -2500064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2500063.000000 Penalty: 4989.982422
	Iteration 45Q: 3 clusters Score -2500063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2500065.250000 Penalty: 4989.982422
	Iteration 46Q: 3 clusters Score -2500065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2500066.750000 Penalty: 4989.982422
	Iteration 47Q: 3 clusters Score -2500067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2500068.250000 Penalty: 4989.982422
	Iteration 48Q: 3 clusters Score -2500068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2500071.000000 Penalty: 4989.982422
	Iteration 49Q: 3 clusters Score -2500071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2500072.500000 Penalty: 4989.982422
	Iteration 50Q: 3 clusters Score -2500072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2500071.250000 Penalty: 4989.982422
	Iteration 51Q: 3 clusters Score -2500071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2500073.000000 Penalty: 4989.982422
	Iteration 52Q: 3 clusters Score -2500073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2500072.750000 Penalty: 4989.982422
	Iteration 53Q: 3 clusters Score -2500073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2500072.750000 Penalty: 4989.982422
	Iteration 54Q: 3 clusters Score -2500073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2500076.000000 Penalty: 4989.982422
	Iteration 55Q: 3 clusters Score -2500076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2500078.000000 Penalty: 4989.982422
	Iteration 56Q: 3 clusters Score -2500078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2500077.500000 Penalty: 4989.982422
	Iteration 57Q: 3 clusters Score -2500078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2500082.250000 Penalty: 4989.982422
	Iteration 58Q: 3 clusters Score -2500082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2500082.500000 Penalty: 4989.982422
	Iteration 59Q: 3 clusters Score -2500082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2500084.750000 Penalty: 4989.982422
	Iteration 60F: 3 clusters Score -2500085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2500091.000000 Penalty: 4989.982422
	Iteration 61Q: 3 clusters Score -2500091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2500094.000000 Penalty: 4989.982422
	Iteration 62Q: 3 clusters Score -2500094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2500096.000000 Penalty: 4989.982422
	Iteration 63Q: 3 clusters Score -2500096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2500096.500000 Penalty: 4989.982422
	Iteration 64Q: 3 clusters Score -2500096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2500095.750000 Penalty: 4989.982422
	Iteration 65Q: 3 clusters Score -2500096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2500095.000000 Penalty: 4989.982422
	Iteration 66Q: 3 clusters Score -2500095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2500098.750000 Penalty: 4989.982422
	Iteration 67Q: 3 clusters Score -2500099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2500100.000000 Penalty: 4989.982422
	Iteration 68Q: 3 clusters Score -2500100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2500105.750000 Penalty: 4989.982422
	Iteration 69Q: 3 clusters Score -2500106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2500106.250000 Penalty: 4989.982422
	Iteration 70Q: 3 clusters Score -2500106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2500106.250000 Penalty: 4989.982422
	Iteration 71Q: 3 clusters Score -2500106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2500107.750000 Penalty: 4989.982422
	Iteration 72Q: 3 clusters Score -2500108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2500106.250000 Penalty: 4989.982422
	Iteration 73Q: 3 clusters Score -2500106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2500107.000000 Penalty: 4989.982422
	Iteration 74Q: 3 clusters Score -2500107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2500109.750000 Penalty: 4989.982422
	Iteration 75Q: 3 clusters Score -2500110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2500112.000000 Penalty: 4989.982422
	Iteration 76Q: 3 clusters Score -2500112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2500110.000000 Penalty: 4989.982422
	Iteration 77Q: 3 clusters Score -2500110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2500108.000000 Penalty: 4989.982422
	Iteration 78Q: 3 clusters Score -2500108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2500110.250000 Penalty: 4989.982422
	Iteration 79Q: 3 clusters Score -2500110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2500112.750000 Penalty: 4989.982422
	Iteration 80F: 3 clusters Score -2500113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2500113.250000 Penalty: 4989.982422
	Iteration 81Q: 3 clusters Score -2500113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2500112.500000 Penalty: 4989.982422
	Iteration 82Q: 3 clusters Score -2500112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2500113.250000 Penalty: 4989.982422
	Iteration 83Q: 3 clusters Score -2500113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2500113.000000 Penalty: 4989.982422
	Iteration 84Q: 3 clusters Score -2500113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2500113.000000 Penalty: 4989.982422
	Iteration 85F: 3 clusters Score -2500113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -73858.968750 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73858.97 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74238.679688 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74238.68 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74719.570312 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74719.57 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75208.875000 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -75208.88 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75463.320312 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -75463.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -75649.578125 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -75649.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -75773.132812 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -75773.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -75837.460938 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -75837.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -75867.328125 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -75867.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -75881.570312 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -75881.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -75888.281250 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -75888.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -75897.695312 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -75897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -75911.273438 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -75911.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -75923.859375 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -75923.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -75933.078125 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -75933.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -75945.140625 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -75945.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -75960.507812 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -75960.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -75970.406250 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -75970.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -75970.406250 Penalty: 3333.229248
	Iteration 18F: 3 clusters Score -75970.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 92 members 
Mstep: Class 4 contains 65002 members 
Mstep: Class 5 contains 214509 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 202006 members 
Mstep: Class 14 contains 37801 members 
Mstep: Class 15 contains 85603 members 
Mstep: Class 16 contains 23399 members 
Mstep: Class 17 contains 737 members 
Mstep: Class 18 contains 16274 members 
Mstep: Class 19 contains 4674 members 
Mstep: Class 21 contains 5233 members 
Entering Unmasked Estep 
Score: -70054568.000000 Penalty: 46637.949219
Splitting cluster 17 changes total score from -70055704.000000 to -70054568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (16274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Entering Unmasked Estep 
Score: -1738583.000000 Penalty: 2404.936279
	Iteration 0F: 2 clusters Score -1738583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1726822.375000 Penalty: 4809.872559
	Iteration 0F: 3 clusters Score -1726822 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1730617.750000 Penalty: 4809.872559
	Iteration 1F: 3 clusters Score -1730618 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1731036.750000 Penalty: 4809.872559
	Iteration 2F: 3 clusters Score -1731037 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1731387.375000 Penalty: 4809.872559
	Iteration 3F: 3 clusters Score -1731387 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1731692.875000 Penalty: 4809.872559
	Iteration 4Q: 3 clusters Score -1731693 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1732042.500000 Penalty: 4809.872559
	Iteration 5Q: 3 clusters Score -1732042 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1732462.000000 Penalty: 4809.872559
	Iteration 6Q: 3 clusters Score -1732462 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1733009.000000 Penalty: 4809.872559
	Iteration 7F: 3 clusters Score -1733009 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1733738.250000 Penalty: 4809.872559
	Iteration 8F: 3 clusters Score -1733738 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1734617.875000 Penalty: 4809.872559
	Iteration 9F: 3 clusters Score -1734618 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1735486.625000 Penalty: 4809.872559
	Iteration 10F: 3 clusters Score -1735487 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1736176.250000 Penalty: 4809.872559
	Iteration 11Q: 3 clusters Score -1736176 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1736579.375000 Penalty: 4809.872559
	Iteration 12Q: 3 clusters Score -1736579 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1736807.500000 Penalty: 4809.872559
	Iteration 13Q: 3 clusters Score -1736808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1736962.000000 Penalty: 4809.872559
	Iteration 14Q: 3 clusters Score -1736962 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1737063.375000 Penalty: 4809.872559
	Iteration 15Q: 3 clusters Score -1737063 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1737121.750000 Penalty: 4809.872559
	Iteration 16Q: 3 clusters Score -1737122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1737152.875000 Penalty: 4809.872559
	Iteration 17Q: 3 clusters Score -1737153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1737161.250000 Penalty: 4809.872559
	Iteration 18Q: 3 clusters Score -1737161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1737178.375000 Penalty: 4809.872559
	Iteration 19Q: 3 clusters Score -1737178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1737182.500000 Penalty: 4809.872559
	Iteration 20F: 3 clusters Score -1737182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1737189.750000 Penalty: 4809.872559
	Iteration 21Q: 3 clusters Score -1737190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -1737192.500000 Penalty: 4809.872559
	Iteration 22Q: 3 clusters Score -1737192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1737197.875000 Penalty: 4809.872559
	Iteration 23Q: 3 clusters Score -1737198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1737198.875000 Penalty: 4809.872559
	Iteration 24Q: 3 clusters Score -1737199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1737200.750000 Penalty: 4809.872559
	Iteration 25Q: 3 clusters Score -1737201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1737205.500000 Penalty: 4809.872559
	Iteration 26Q: 3 clusters Score -1737206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1737205.375000 Penalty: 4809.872559
	Iteration 27Q: 3 clusters Score -1737205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1737207.750000 Penalty: 4809.872559
	Iteration 28Q: 3 clusters Score -1737208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1737210.500000 Penalty: 4809.872559
	Iteration 29Q: 3 clusters Score -1737210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -1737210.500000 Penalty: 4809.872559
	Iteration 30F: 3 clusters Score -1737210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -467530.437500 Penalty: 2095.543213
	Iteration 0F: 2 clusters Score -467530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -463212.250000 Penalty: 4191.086426
	Iteration 0F: 3 clusters Score -463212.2 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -464234.312500 Penalty: 4191.086426
	Iteration 1F: 3 clusters Score -464234.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -464434.218750 Penalty: 4191.086426
	Iteration 2F: 3 clusters Score -464434.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -464576.562500 Penalty: 4191.086426
	Iteration 3F: 3 clusters Score -464576.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -464674.000000 Penalty: 4191.086426
	Iteration 4Q: 3 clusters Score -464674 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -464746.218750 Penalty: 4191.086426
	Iteration 5Q: 3 clusters Score -464746.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -464812.812500 Penalty: 4191.086426
	Iteration 6Q: 3 clusters Score -464812.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -464882.031250 Penalty: 4191.086426
	Iteration 7Q: 3 clusters Score -464882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -464961.531250 Penalty: 4191.086426
	Iteration 8Q: 3 clusters Score -464961.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -465039.937500 Penalty: 4191.086426
	Iteration 9Q: 3 clusters Score -465039.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -465103.187500 Penalty: 4191.086426
	Iteration 10Q: 3 clusters Score -465103.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -465183.781250 Penalty: 4191.086426
	Iteration 11Q: 3 clusters Score -465183.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -465245.093750 Penalty: 4191.086426
	Iteration 12Q: 3 clusters Score -465245.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -465303.187500 Penalty: 4191.086426
	Iteration 13Q: 3 clusters Score -465303.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -465363.125000 Penalty: 4191.086426
	Iteration 14Q: 3 clusters Score -465363.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -465425.937500 Penalty: 4191.086426
	Iteration 15Q: 3 clusters Score -465425.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -465473.875000 Penalty: 4191.086426
	Iteration 16Q: 3 clusters Score -465473.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -465515.281250 Penalty: 4191.086426
	Iteration 17Q: 3 clusters Score -465515.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -465542.218750 Penalty: 4191.086426
	Iteration 18Q: 3 clusters Score -465542.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -465564.500000 Penalty: 4191.086426
	Iteration 19Q: 3 clusters Score -465564.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -465588.500000 Penalty: 4191.086426
	Iteration 20F: 3 clusters Score -465588.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -465611.406250 Penalty: 4191.086426
	Iteration 21Q: 3 clusters Score -465611.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -465637.906250 Penalty: 4191.086426
	Iteration 22Q: 3 clusters Score -465637.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -465660.781250 Penalty: 4191.086426
	Iteration 23Q: 3 clusters Score -465660.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -465674.156250 Penalty: 4191.086426
	Iteration 24Q: 3 clusters Score -465674.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -465679.750000 Penalty: 4191.086426
	Iteration 25Q: 3 clusters Score -465679.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -465686.281250 Penalty: 4191.086426
	Iteration 26Q: 3 clusters Score -465686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -465689.031250 Penalty: 4191.086426
	Iteration 27Q: 3 clusters Score -465689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -465694.125000 Penalty: 4191.086426
	Iteration 28Q: 3 clusters Score -465694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -465699.343750 Penalty: 4191.086426
	Iteration 29Q: 3 clusters Score -465699.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -465701.593750 Penalty: 4191.086426
	Iteration 30Q: 3 clusters Score -465701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -465703.656250 Penalty: 4191.086426
	Iteration 31Q: 3 clusters Score -465703.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -465704.593750 Penalty: 4191.086426
	Iteration 32Q: 3 clusters Score -465704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -465705.437500 Penalty: 4191.086426
	Iteration 33Q: 3 clusters Score -465705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -465705.968750 Penalty: 4191.086426
	Iteration 34Q: 3 clusters Score -465706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -465706.531250 Penalty: 4191.086426
	Iteration 35Q: 3 clusters Score -465706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -465707.750000 Penalty: 4191.086426
	Iteration 36Q: 3 clusters Score -465707.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -465708.312500 Penalty: 4191.086426
	Iteration 37Q: 3 clusters Score -465708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -465709.406250 Penalty: 4191.086426
	Iteration 38Q: 3 clusters Score -465709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -465711.718750 Penalty: 4191.086426
	Iteration 39Q: 3 clusters Score -465711.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -465714.937500 Penalty: 4191.086426
	Iteration 40F: 3 clusters Score -465714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -465715.875000 Penalty: 4191.086426
	Iteration 41Q: 3 clusters Score -465715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -465717.625000 Penalty: 4191.086426
	Iteration 42Q: 3 clusters Score -465717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465718.875000 Penalty: 4191.086426
	Iteration 43Q: 3 clusters Score -465718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -465719.906250 Penalty: 4191.086426
	Iteration 44Q: 3 clusters Score -465719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -465721.031250 Penalty: 4191.086426
	Iteration 45Q: 3 clusters Score -465721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -465722.625000 Penalty: 4191.086426
	Iteration 46Q: 3 clusters Score -465722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -465723.312500 Penalty: 4191.086426
	Iteration 47Q: 3 clusters Score -465723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -465723.375000 Penalty: 4191.086426
	Iteration 48Q: 3 clusters Score -465723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -465726.062500 Penalty: 4191.086426
	Iteration 49Q: 3 clusters Score -465726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -465727.906250 Penalty: 4191.086426
	Iteration 50Q: 3 clusters Score -465727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -465728.468750 Penalty: 4191.086426
	Iteration 51Q: 3 clusters Score -465728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -465729.718750 Penalty: 4191.086426
	Iteration 52Q: 3 clusters Score -465729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -465731.656250 Penalty: 4191.086426
	Iteration 53Q: 3 clusters Score -465731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -465733.593750 Penalty: 4191.086426
	Iteration 54Q: 3 clusters Score -465733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -465733.937500 Penalty: 4191.086426
	Iteration 55Q: 3 clusters Score -465733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -465734.656250 Penalty: 4191.086426
	Iteration 56Q: 3 clusters Score -465734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -465736.343750 Penalty: 4191.086426
	Iteration 57Q: 3 clusters Score -465736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -465739.156250 Penalty: 4191.086426
	Iteration 58Q: 3 clusters Score -465739.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -465741.968750 Penalty: 4191.086426
	Iteration 59Q: 3 clusters Score -465742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -465741.968750 Penalty: 4191.086426
	Iteration 60F: 3 clusters Score -465742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -540374.812500 Penalty: 2123.559570
	Iteration 0F: 2 clusters Score -540374.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -535724.937500 Penalty: 4247.119141
	Iteration 0F: 3 clusters Score -535724.9 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -536766.937500 Penalty: 4247.119141
	Iteration 1F: 3 clusters Score -536766.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -536954.375000 Penalty: 4247.119141
	Iteration 2F: 3 clusters Score -536954.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -537094.250000 Penalty: 4247.119141
	Iteration 3Q: 3 clusters Score -537094.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -537177.500000 Penalty: 4247.119141
	Iteration 4Q: 3 clusters Score -537177.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -537234.687500 Penalty: 4247.119141
	Iteration 5Q: 3 clusters Score -537234.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -537294.062500 Penalty: 4247.119141
	Iteration 6Q: 3 clusters Score -537294.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -537348.562500 Penalty: 4247.119141
	Iteration 7Q: 3 clusters Score -537348.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -537405.000000 Penalty: 4247.119141
	Iteration 8Q: 3 clusters Score -537405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -537456.875000 Penalty: 4247.119141
	Iteration 9Q: 3 clusters Score -537456.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -537501.625000 Penalty: 4247.119141
	Iteration 10Q: 3 clusters Score -537501.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -537546.437500 Penalty: 4247.119141
	Iteration 11Q: 3 clusters Score -537546.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -537585.750000 Penalty: 4247.119141
	Iteration 12Q: 3 clusters Score -537585.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -537624.625000 Penalty: 4247.119141
	Iteration 13Q: 3 clusters Score -537624.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -537670.187500 Penalty: 4247.119141
	Iteration 14Q: 3 clusters Score -537670.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -537715.250000 Penalty: 4247.119141
	Iteration 15Q: 3 clusters Score -537715.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -537747.437500 Penalty: 4247.119141
	Iteration 16Q: 3 clusters Score -537747.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -537772.750000 Penalty: 4247.119141
	Iteration 17Q: 3 clusters Score -537772.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -537789.750000 Penalty: 4247.119141
	Iteration 18Q: 3 clusters Score -537789.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -537811.812500 Penalty: 4247.119141
	Iteration 19Q: 3 clusters Score -537811.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -537831.812500 Penalty: 4247.119141
	Iteration 20F: 3 clusters Score -537831.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -537851.500000 Penalty: 4247.119141
	Iteration 21Q: 3 clusters Score -537851.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -537869.312500 Penalty: 4247.119141
	Iteration 22Q: 3 clusters Score -537869.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -537886.250000 Penalty: 4247.119141
	Iteration 23Q: 3 clusters Score -537886.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -537903.312500 Penalty: 4247.119141
	Iteration 24Q: 3 clusters Score -537903.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -537917.562500 Penalty: 4247.119141
	Iteration 25Q: 3 clusters Score -537917.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -537934.125000 Penalty: 4247.119141
	Iteration 26Q: 3 clusters Score -537934.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -537957.250000 Penalty: 4247.119141
	Iteration 27Q: 3 clusters Score -537957.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -537989.000000 Penalty: 4247.119141
	Iteration 28Q: 3 clusters Score -537989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -538025.937500 Penalty: 4247.119141
	Iteration 29Q: 3 clusters Score -538025.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -538067.125000 Penalty: 4247.119141
	Iteration 30Q: 3 clusters Score -538067.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -538098.187500 Penalty: 4247.119141
	Iteration 31Q: 3 clusters Score -538098.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -538125.000000 Penalty: 4247.119141
	Iteration 32Q: 3 clusters Score -538125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -538148.937500 Penalty: 4247.119141
	Iteration 33Q: 3 clusters Score -538148.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -538168.250000 Penalty: 4247.119141
	Iteration 34Q: 3 clusters Score -538168.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -538191.687500 Penalty: 4247.119141
	Iteration 35Q: 3 clusters Score -538191.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -538205.875000 Penalty: 4247.119141
	Iteration 36Q: 3 clusters Score -538205.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -538218.250000 Penalty: 4247.119141
	Iteration 37Q: 3 clusters Score -538218.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -538231.125000 Penalty: 4247.119141
	Iteration 38Q: 3 clusters Score -538231.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -538241.250000 Penalty: 4247.119141
	Iteration 39Q: 3 clusters Score -538241.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -538250.437500 Penalty: 4247.119141
	Iteration 40F: 3 clusters Score -538250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -538260.312500 Penalty: 4247.119141
	Iteration 41Q: 3 clusters Score -538260.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -538275.312500 Penalty: 4247.119141
	Iteration 42Q: 3 clusters Score -538275.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -538288.500000 Penalty: 4247.119141
	Iteration 43Q: 3 clusters Score -538288.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -538305.437500 Penalty: 4247.119141
	Iteration 44Q: 3 clusters Score -538305.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -538327.437500 Penalty: 4247.119141
	Iteration 45Q: 3 clusters Score -538327.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -538343.375000 Penalty: 4247.119141
	Iteration 46Q: 3 clusters Score -538343.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -538353.187500 Penalty: 4247.119141
	Iteration 47Q: 3 clusters Score -538353.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -538362.062500 Penalty: 4247.119141
	Iteration 48Q: 3 clusters Score -538362.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -538369.687500 Penalty: 4247.119141
	Iteration 49Q: 3 clusters Score -538369.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -538376.937500 Penalty: 4247.119141
	Iteration 50Q: 3 clusters Score -538376.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -538387.687500 Penalty: 4247.119141
	Iteration 51Q: 3 clusters Score -538387.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -538390.375000 Penalty: 4247.119141
	Iteration 52Q: 3 clusters Score -538390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -538395.000000 Penalty: 4247.119141
	Iteration 53Q: 3 clusters Score -538395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -538399.437500 Penalty: 4247.119141
	Iteration 54Q: 3 clusters Score -538399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -538401.187500 Penalty: 4247.119141
	Iteration 55Q: 3 clusters Score -538401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -538404.937500 Penalty: 4247.119141
	Iteration 56Q: 3 clusters Score -538404.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -538408.375000 Penalty: 4247.119141
	Iteration 57Q: 3 clusters Score -538408.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -538410.437500 Penalty: 4247.119141
	Iteration 58Q: 3 clusters Score -538410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -538412.187500 Penalty: 4247.119141
	Iteration 59Q: 3 clusters Score -538412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -538413.375000 Penalty: 4247.119141
	Iteration 60F: 3 clusters Score -538413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -538414.062500 Penalty: 4247.119141
	Iteration 61Q: 3 clusters Score -538414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -538414.062500 Penalty: 4247.119141
	Iteration 62F: 3 clusters Score -538414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 4 contains 65002 members 
Mstep: Class 5 contains 214509 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9943 members 
Mstep: Class 11 contains 202006 members 
Mstep: Class 14 contains 37801 members 
Mstep: Class 15 contains 85603 members 
Mstep: Class 16 contains 23399 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16274 members 
Mstep: Class 19 contains 4674 members 
Mstep: Class 21 contains 5233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055840.000000 Penalty: 43306.667969
Iteration 119Q: 14 clusters Score -7.005584e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 4 contains 65029 members 
Mstep: Class 5 contains 214555 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9938 members 
Mstep: Class 11 contains 201969 members 
Mstep: Class 14 contains 37813 members 
Mstep: Class 15 contains 85609 members 
Mstep: Class 16 contains 23407 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16302 members 
Mstep: Class 19 contains 4668 members 
Mstep: Class 21 contains 5245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055832.000000 Penalty: 43306.667969
Iteration 120F: 14 clusters Score -7.005583e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 4 contains 65052 members 
Mstep: Class 5 contains 214612 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 201923 members 
Mstep: Class 14 contains 37817 members 
Mstep: Class 15 contains 85616 members 
Mstep: Class 16 contains 23419 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16323 members 
Mstep: Class 19 contains 4669 members 
Mstep: Class 21 contains 5248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055952.000000 Penalty: 43306.667969
Iteration 121Q: 14 clusters Score -7.005595e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 4 contains 65086 members 
Mstep: Class 5 contains 214610 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9926 members 
Mstep: Class 11 contains 201889 members 
Mstep: Class 14 contains 37825 members 
Mstep: Class 15 contains 85619 members 
Mstep: Class 16 contains 23435 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16357 members 
Mstep: Class 19 contains 4674 members 
Mstep: Class 21 contains 5261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056072.000000 Penalty: 43306.667969
Iteration 122Q: 14 clusters Score -7.005607e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 4 contains 65096 members 
Mstep: Class 5 contains 214620 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9918 members 
Mstep: Class 11 contains 201878 members 
Mstep: Class 14 contains 37840 members 
Mstep: Class 15 contains 85606 members 
Mstep: Class 16 contains 23459 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16381 members 
Mstep: Class 19 contains 4679 members 
Mstep: Class 21 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056064.000000 Penalty: 43306.667969
Iteration 123Q: 14 clusters Score -7.005606e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 4 contains 65113 members 
Mstep: Class 5 contains 214658 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9913 members 
Mstep: Class 11 contains 201871 members 
Mstep: Class 14 contains 37857 members 
Mstep: Class 15 contains 85588 members 
Mstep: Class 16 contains 23472 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16401 members 
Mstep: Class 19 contains 4668 members 
Mstep: Class 21 contains 5288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056136.000000 Penalty: 43306.667969
Iteration 124Q: 14 clusters Score -7.005614e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 4 contains 65141 members 
Mstep: Class 5 contains 214694 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9908 members 
Mstep: Class 11 contains 201804 members 
Mstep: Class 14 contains 37886 members 
Mstep: Class 15 contains 85605 members 
Mstep: Class 16 contains 23486 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16434 members 
Mstep: Class 19 contains 4657 members 
Mstep: Class 21 contains 5281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056224.000000 Penalty: 43306.667969
Iteration 125Q: 14 clusters Score -7.005622e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 4 contains 65169 members 
Mstep: Class 5 contains 214734 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9897 members 
Mstep: Class 11 contains 201721 members 
Mstep: Class 14 contains 37906 members 
Mstep: Class 15 contains 85635 members 
Mstep: Class 16 contains 23499 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16457 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 21 contains 5281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056184.000000 Penalty: 43306.667969
Iteration 126Q: 14 clusters Score -7.005618e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 4 contains 65217 members 
Mstep: Class 5 contains 214776 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9883 members 
Mstep: Class 11 contains 201635 members 
Mstep: Class 14 contains 37934 members 
Mstep: Class 15 contains 85649 members 
Mstep: Class 16 contains 23511 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16477 members 
Mstep: Class 19 contains 4646 members 
Mstep: Class 21 contains 5290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056232.000000 Penalty: 43306.667969
Iteration 127Q: 14 clusters Score -7.005623e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 4 contains 65254 members 
Mstep: Class 5 contains 214819 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 201533 members 
Mstep: Class 14 contains 37975 members 
Mstep: Class 15 contains 85678 members 
Mstep: Class 16 contains 23523 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16495 members 
Mstep: Class 19 contains 4644 members 
Mstep: Class 21 contains 5301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056312.000000 Penalty: 43306.667969
Iteration 128Q: 14 clusters Score -7.005631e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 4 contains 65328 members 
Mstep: Class 5 contains 214847 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 201430 members 
Mstep: Class 14 contains 38005 members 
Mstep: Class 15 contains 85699 members 
Mstep: Class 16 contains 23537 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 4644 members 
Mstep: Class 21 contains 5325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056344.000000 Penalty: 43306.667969
Iteration 129Q: 14 clusters Score -7.005634e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 4 contains 65372 members 
Mstep: Class 5 contains 214910 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 201346 members 
Mstep: Class 14 contains 38024 members 
Mstep: Class 15 contains 85732 members 
Mstep: Class 16 contains 23552 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 4642 members 
Mstep: Class 21 contains 5333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056048.000000 Penalty: 43306.667969
Iteration 130Q: 14 clusters Score -7.005605e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 4 contains 65425 members 
Mstep: Class 5 contains 214972 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9793 members 
Mstep: Class 11 contains 201222 members 
Mstep: Class 14 contains 38052 members 
Mstep: Class 15 contains 85780 members 
Mstep: Class 16 contains 23564 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16538 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 21 contains 5349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056136.000000 Penalty: 43306.667969
Iteration 131Q: 14 clusters Score -7.005614e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 4 contains 65472 members 
Mstep: Class 5 contains 215022 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9763 members 
Mstep: Class 11 contains 201110 members 
Mstep: Class 14 contains 38094 members 
Mstep: Class 15 contains 85810 members 
Mstep: Class 16 contains 23579 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16557 members 
Mstep: Class 19 contains 4652 members 
Mstep: Class 21 contains 5355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056152.000000 Penalty: 43306.667969
Iteration 132Q: 14 clusters Score -7.005615e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 4 contains 65543 members 
Mstep: Class 5 contains 215076 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9735 members 
Mstep: Class 11 contains 200989 members 
Mstep: Class 14 contains 38126 members 
Mstep: Class 15 contains 85834 members 
Mstep: Class 16 contains 23596 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16569 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 21 contains 5372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056192.000000 Penalty: 43306.667969
Iteration 133Q: 14 clusters Score -7.005619e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 4 contains 65626 members 
Mstep: Class 5 contains 215102 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9713 members 
Mstep: Class 11 contains 200887 members 
Mstep: Class 14 contains 38144 members 
Mstep: Class 15 contains 85862 members 
Mstep: Class 16 contains 23606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16588 members 
Mstep: Class 19 contains 4649 members 
Mstep: Class 21 contains 5391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056264.000000 Penalty: 43306.667969
Iteration 134Q: 14 clusters Score -7.005626e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 4 contains 65698 members 
Mstep: Class 5 contains 215160 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9698 members 
Mstep: Class 11 contains 200776 members 
Mstep: Class 14 contains 38150 members 
Mstep: Class 15 contains 85874 members 
Mstep: Class 16 contains 23608 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16613 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 21 contains 5414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056168.000000 Penalty: 43306.667969
Iteration 135Q: 14 clusters Score -7.005617e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 4 contains 65784 members 
Mstep: Class 5 contains 215216 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9679 members 
Mstep: Class 11 contains 200660 members 
Mstep: Class 14 contains 38176 members 
Mstep: Class 15 contains 85854 members 
Mstep: Class 16 contains 23620 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16631 members 
Mstep: Class 19 contains 4655 members 
Mstep: Class 21 contains 5437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056416.000000 Penalty: 43306.667969
Iteration 136Q: 14 clusters Score -7.005642e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 4 contains 65889 members 
Mstep: Class 5 contains 215255 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9663 members 
Mstep: Class 11 contains 200504 members 
Mstep: Class 14 contains 38198 members 
Mstep: Class 15 contains 85876 members 
Mstep: Class 16 contains 23627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16655 members 
Mstep: Class 19 contains 4650 members 
Mstep: Class 21 contains 5465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056336.000000 Penalty: 43306.667969
Iteration 137Q: 14 clusters Score -7.005634e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 4 contains 66013 members 
Mstep: Class 5 contains 215317 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 200334 members 
Mstep: Class 14 contains 38212 members 
Mstep: Class 15 contains 85878 members 
Mstep: Class 16 contains 23639 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16686 members 
Mstep: Class 19 contains 4645 members 
Mstep: Class 21 contains 5468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056528.000000 Penalty: 43306.667969
Iteration 138Q: 14 clusters Score -7.005653e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 4 contains 66139 members 
Mstep: Class 5 contains 215400 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 200149 members 
Mstep: Class 14 contains 38231 members 
Mstep: Class 15 contains 85885 members 
Mstep: Class 16 contains 23644 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16714 members 
Mstep: Class 19 contains 4640 members 
Mstep: Class 21 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056576.000000 Penalty: 43306.667969
Iteration 139Q: 14 clusters Score -7.005658e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 4 contains 66256 members 
Mstep: Class 5 contains 215447 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9628 members 
Mstep: Class 11 contains 199990 members 
Mstep: Class 14 contains 38250 members 
Mstep: Class 15 contains 85906 members 
Mstep: Class 16 contains 23647 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16738 members 
Mstep: Class 19 contains 4642 members 
Mstep: Class 21 contains 5465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056664.000000 Penalty: 43306.667969
Iteration 140F: 14 clusters Score -7.005666e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 4 contains 66371 members 
Mstep: Class 5 contains 215464 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 199850 members 
Mstep: Class 14 contains 38274 members 
Mstep: Class 15 contains 85945 members 
Mstep: Class 16 contains 23648 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16764 members 
Mstep: Class 19 contains 4636 members 
Mstep: Class 21 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056616.000000 Penalty: 43306.667969
Iteration 141Q: 14 clusters Score -7.005662e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 4 contains 66478 members 
Mstep: Class 5 contains 215444 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9603 members 
Mstep: Class 11 contains 199749 members 
Mstep: Class 14 contains 38314 members 
Mstep: Class 15 contains 85966 members 
Mstep: Class 16 contains 23651 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16787 members 
Mstep: Class 19 contains 4634 members 
Mstep: Class 21 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056776.000000 Penalty: 43306.667969
Iteration 142Q: 14 clusters Score -7.005678e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 4 contains 66586 members 
Mstep: Class 5 contains 215420 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 199652 members 
Mstep: Class 14 contains 38362 members 
Mstep: Class 15 contains 85962 members 
Mstep: Class 16 contains 23663 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16812 members 
Mstep: Class 19 contains 4624 members 
Mstep: Class 21 contains 5482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056832.000000 Penalty: 43306.667969
Iteration 143Q: 14 clusters Score -7.005683e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 4 contains 66703 members 
Mstep: Class 5 contains 215419 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 199537 members 
Mstep: Class 14 contains 38422 members 
Mstep: Class 15 contains 85951 members 
Mstep: Class 16 contains 23667 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16840 members 
Mstep: Class 19 contains 4624 members 
Mstep: Class 21 contains 5469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056928.000000 Penalty: 43306.667969
Iteration 144Q: 14 clusters Score -7.005693e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 4 contains 66804 members 
Mstep: Class 5 contains 215404 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 199443 members 
Mstep: Class 14 contains 38480 members 
Mstep: Class 15 contains 85952 members 
Mstep: Class 16 contains 23669 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16871 members 
Mstep: Class 19 contains 4614 members 
Mstep: Class 21 contains 5468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057144.000000 Penalty: 43306.667969
Iteration 145Q: 14 clusters Score -7.005714e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 4 contains 66894 members 
Mstep: Class 5 contains 215363 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 199377 members 
Mstep: Class 14 contains 38523 members 
Mstep: Class 15 contains 85980 members 
Mstep: Class 16 contains 23677 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16884 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 21 contains 5455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057176.000000 Penalty: 43306.667969
Iteration 146Q: 14 clusters Score -7.005718e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 4 contains 66980 members 
Mstep: Class 5 contains 215301 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9517 members 
Mstep: Class 11 contains 199331 members 
Mstep: Class 14 contains 38575 members 
Mstep: Class 15 contains 86004 members 
Mstep: Class 16 contains 23668 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16909 members 
Mstep: Class 19 contains 4620 members 
Mstep: Class 21 contains 5448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057448.000000 Penalty: 43306.667969
Iteration 147Q: 14 clusters Score -7.005745e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 4 contains 67061 members 
Mstep: Class 5 contains 215241 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 199298 members 
Mstep: Class 14 contains 38625 members 
Mstep: Class 15 contains 86025 members 
Mstep: Class 16 contains 23658 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16924 members 
Mstep: Class 19 contains 4614 members 
Mstep: Class 21 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057656.000000 Penalty: 43306.667969
Iteration 148Q: 14 clusters Score -7.005766e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 4 contains 67131 members 
Mstep: Class 5 contains 215216 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 11 contains 199268 members 
Mstep: Class 14 contains 38662 members 
Mstep: Class 15 contains 86009 members 
Mstep: Class 16 contains 23662 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16943 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 21 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057760.000000 Penalty: 43306.667969
Iteration 149Q: 14 clusters Score -7.005776e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 4 contains 67203 members 
Mstep: Class 5 contains 215174 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9456 members 
Mstep: Class 11 contains 199245 members 
Mstep: Class 14 contains 38696 members 
Mstep: Class 15 contains 85999 members 
Mstep: Class 16 contains 23665 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16954 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 21 contains 5452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057848.000000 Penalty: 43306.667969
Iteration 150Q: 14 clusters Score -7.005785e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 4 contains 67265 members 
Mstep: Class 5 contains 215148 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 199227 members 
Mstep: Class 14 contains 38750 members 
Mstep: Class 15 contains 85990 members 
Mstep: Class 16 contains 23656 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16960 members 
Mstep: Class 19 contains 4619 members 
Mstep: Class 21 contains 5452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057848.000000 Penalty: 43306.667969
Iteration 151Q: 14 clusters Score -7.005785e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 4 contains 67342 members 
Mstep: Class 5 contains 215143 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 199183 members 
Mstep: Class 14 contains 38786 members 
Mstep: Class 15 contains 85978 members 
Mstep: Class 16 contains 23653 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16964 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 21 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057944.000000 Penalty: 43306.667969
Iteration 152Q: 14 clusters Score -7.005794e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 4 contains 67414 members 
Mstep: Class 5 contains 215172 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 11 contains 199116 members 
Mstep: Class 14 contains 38815 members 
Mstep: Class 15 contains 85955 members 
Mstep: Class 16 contains 23656 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16980 members 
Mstep: Class 19 contains 4613 members 
Mstep: Class 21 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058000.000000 Penalty: 43306.667969
Iteration 153Q: 14 clusters Score -7.0058e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 4 contains 67486 members 
Mstep: Class 5 contains 215169 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9351 members 
Mstep: Class 11 contains 199052 members 
Mstep: Class 14 contains 38855 members 
Mstep: Class 15 contains 85939 members 
Mstep: Class 16 contains 23651 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 16997 members 
Mstep: Class 19 contains 4614 members 
Mstep: Class 21 contains 5449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058024.000000 Penalty: 43306.667969
Iteration 154Q: 14 clusters Score -7.005802e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 4 contains 67549 members 
Mstep: Class 5 contains 215154 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9327 members 
Mstep: Class 11 contains 199038 members 
Mstep: Class 14 contains 38897 members 
Mstep: Class 15 contains 85913 members 
Mstep: Class 16 contains 23655 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17008 members 
Mstep: Class 19 contains 4613 members 
Mstep: Class 21 contains 5432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058120.000000 Penalty: 43306.667969
Iteration 155Q: 14 clusters Score -7.005812e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 4 contains 67608 members 
Mstep: Class 5 contains 215111 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9297 members 
Mstep: Class 11 contains 199073 members 
Mstep: Class 14 contains 38933 members 
Mstep: Class 15 contains 85875 members 
Mstep: Class 16 contains 23657 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17016 members 
Mstep: Class 19 contains 4616 members 
Mstep: Class 21 contains 5428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058424.000000 Penalty: 43306.667969
Iteration 156Q: 14 clusters Score -7.005842e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 4 contains 67691 members 
Mstep: Class 5 contains 215068 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 11 contains 199040 members 
Mstep: Class 14 contains 38954 members 
Mstep: Class 15 contains 85871 members 
Mstep: Class 16 contains 23659 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17036 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 21 contains 5428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058456.000000 Penalty: 43306.667969
Iteration 157Q: 14 clusters Score -7.005846e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 4 contains 67762 members 
Mstep: Class 5 contains 215082 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 198979 members 
Mstep: Class 14 contains 38986 members 
Mstep: Class 15 contains 85843 members 
Mstep: Class 16 contains 23665 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17055 members 
Mstep: Class 19 contains 4613 members 
Mstep: Class 21 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058432.000000 Penalty: 43306.667969
Iteration 158Q: 14 clusters Score -7.005843e+07 nChanged 624
Entering ConstructFrom: 
Score: -70058432.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (12464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Entering Unmasked Estep 
Score: -1304025.000000 Penalty: 2338.788818
	Iteration 0F: 2 clusters Score -1304025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1294827.750000 Penalty: 4677.577637
	Iteration 0F: 3 clusters Score -1294828 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1297519.500000 Penalty: 4677.577637
	Iteration 1F: 3 clusters Score -1297520 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1297804.375000 Penalty: 4677.577637
	Iteration 2F: 3 clusters Score -1297804 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1298012.875000 Penalty: 4677.577637
	Iteration 3Q: 3 clusters Score -1298013 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1298197.125000 Penalty: 4677.577637
	Iteration 4Q: 3 clusters Score -1298197 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1298362.000000 Penalty: 4677.577637
	Iteration 5Q: 3 clusters Score -1298362 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1298529.875000 Penalty: 4677.577637
	Iteration 6Q: 3 clusters Score -1298530 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1298719.250000 Penalty: 4677.577637
	Iteration 7Q: 3 clusters Score -1298719 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1298983.250000 Penalty: 4677.577637
	Iteration 8Q: 3 clusters Score -1298983 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1299301.750000 Penalty: 4677.577637
	Iteration 9Q: 3 clusters Score -1299302 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1299726.625000 Penalty: 4677.577637
	Iteration 10Q: 3 clusters Score -1299727 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1300211.750000 Penalty: 4677.577637
	Iteration 11F: 3 clusters Score -1300212 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1300722.875000 Penalty: 4677.577637
	Iteration 12F: 3 clusters Score -1300723 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1301157.500000 Penalty: 4677.577637
	Iteration 13Q: 3 clusters Score -1301158 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1301464.000000 Penalty: 4677.577637
	Iteration 14Q: 3 clusters Score -1301464 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1301657.125000 Penalty: 4677.577637
	Iteration 15Q: 3 clusters Score -1301657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1301778.125000 Penalty: 4677.577637
	Iteration 16Q: 3 clusters Score -1301778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1301857.875000 Penalty: 4677.577637
	Iteration 17Q: 3 clusters Score -1301858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1301913.250000 Penalty: 4677.577637
	Iteration 18Q: 3 clusters Score -1301913 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1301949.250000 Penalty: 4677.577637
	Iteration 19Q: 3 clusters Score -1301949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1301968.750000 Penalty: 4677.577637
	Iteration 20F: 3 clusters Score -1301969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1301986.125000 Penalty: 4677.577637
	Iteration 21Q: 3 clusters Score -1301986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1301992.750000 Penalty: 4677.577637
	Iteration 22Q: 3 clusters Score -1301993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1301994.875000 Penalty: 4677.577637
	Iteration 23Q: 3 clusters Score -1301995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1301995.750000 Penalty: 4677.577637
	Iteration 24Q: 3 clusters Score -1301996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1302002.000000 Penalty: 4677.577637
	Iteration 25Q: 3 clusters Score -1302002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1302002.500000 Penalty: 4677.577637
	Iteration 26Q: 3 clusters Score -1302002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1302005.250000 Penalty: 4677.577637
	Iteration 27Q: 3 clusters Score -1302005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1302007.000000 Penalty: 4677.577637
	Iteration 28Q: 3 clusters Score -1302007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1302008.000000 Penalty: 4677.577637
	Iteration 29Q: 3 clusters Score -1302008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1302013.000000 Penalty: 4677.577637
	Iteration 30Q: 3 clusters Score -1302013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1302015.375000 Penalty: 4677.577637
	Iteration 31Q: 3 clusters Score -1302015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1302020.000000 Penalty: 4677.577637
	Iteration 32Q: 3 clusters Score -1302020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1302020.125000 Penalty: 4677.577637
	Iteration 33Q: 3 clusters Score -1302020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1302020.125000 Penalty: 4677.577637
	Iteration 34F: 3 clusters Score -1302020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Entering Unmasked Estep 
Score: -7172554.500000 Penalty: 2758.925781
	Iteration 0F: 2 clusters Score -7172554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -7126964.500000 Penalty: 5517.851562
	Iteration 0F: 3 clusters Score -7126964 nChanged 31893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -7145017.500000 Penalty: 5517.851562
	Iteration 1F: 3 clusters Score -7145018 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -7145767.000000 Penalty: 5517.851562
	Iteration 2Q: 3 clusters Score -7145767 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -7146658.500000 Penalty: 5517.851562
	Iteration 3Q: 3 clusters Score -7146658 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -7147860.500000 Penalty: 5517.851562
	Iteration 4Q: 3 clusters Score -7147860 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -7149658.500000 Penalty: 5517.851562
	Iteration 5F: 3 clusters Score -7149658 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -7152493.000000 Penalty: 5517.851562
	Iteration 6F: 3 clusters Score -7152493 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -7156618.000000 Penalty: 5517.851562
	Iteration 7F: 3 clusters Score -7156618 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -7161193.500000 Penalty: 5517.851562
	Iteration 8F: 3 clusters Score -7161194 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -7164778.000000 Penalty: 5517.851562
	Iteration 9F: 3 clusters Score -7164778 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -7166639.000000 Penalty: 5517.851562
	Iteration 10Q: 3 clusters Score -7166639 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -7167405.500000 Penalty: 5517.851562
	Iteration 11Q: 3 clusters Score -7167406 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -7167833.500000 Penalty: 5517.851562
	Iteration 12Q: 3 clusters Score -7167834 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -7168103.500000 Penalty: 5517.851562
	Iteration 13Q: 3 clusters Score -7168104 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -7168328.000000 Penalty: 5517.851562
	Iteration 14Q: 3 clusters Score -7168328 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -7168508.500000 Penalty: 5517.851562
	Iteration 15Q: 3 clusters Score -7168508 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -7168712.000000 Penalty: 5517.851562
	Iteration 16Q: 3 clusters Score -7168712 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -7168923.500000 Penalty: 5517.851562
	Iteration 17Q: 3 clusters Score -7168924 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7169104.000000 Penalty: 5517.851562
	Iteration 18Q: 3 clusters Score -7169104 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7169287.000000 Penalty: 5517.851562
	Iteration 19Q: 3 clusters Score -7169287 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7169447.500000 Penalty: 5517.851562
	Iteration 20F: 3 clusters Score -7169448 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7169562.000000 Penalty: 5517.851562
	Iteration 21Q: 3 clusters Score -7169562 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7169665.500000 Penalty: 5517.851562
	Iteration 22Q: 3 clusters Score -7169666 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7169751.000000 Penalty: 5517.851562
	Iteration 23Q: 3 clusters Score -7169751 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7169815.000000 Penalty: 5517.851562
	Iteration 24Q: 3 clusters Score -7169815 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7169882.000000 Penalty: 5517.851562
	Iteration 25Q: 3 clusters Score -7169882 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -7169966.000000 Penalty: 5517.851562
	Iteration 26Q: 3 clusters Score -7169966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65420 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7170026.500000 Penalty: 5517.851562
	Iteration 27Q: 3 clusters Score -7170026 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7170080.500000 Penalty: 5517.851562
	Iteration 28Q: 3 clusters Score -7170080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7170115.500000 Penalty: 5517.851562
	Iteration 29Q: 3 clusters Score -7170116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7170153.000000 Penalty: 5517.851562
	Iteration 30Q: 3 clusters Score -7170153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7170178.500000 Penalty: 5517.851562
	Iteration 31Q: 3 clusters Score -7170178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65960 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7170200.500000 Penalty: 5517.851562
	Iteration 32Q: 3 clusters Score -7170200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7170230.000000 Penalty: 5517.851562
	Iteration 33Q: 3 clusters Score -7170230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7170243.500000 Penalty: 5517.851562
	Iteration 34Q: 3 clusters Score -7170244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7170262.000000 Penalty: 5517.851562
	Iteration 35Q: 3 clusters Score -7170262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7170277.000000 Penalty: 5517.851562
	Iteration 36Q: 3 clusters Score -7170277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7170285.000000 Penalty: 5517.851562
	Iteration 37Q: 3 clusters Score -7170285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7170302.000000 Penalty: 5517.851562
	Iteration 38Q: 3 clusters Score -7170302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7170301.500000 Penalty: 5517.851562
	Iteration 39Q: 3 clusters Score -7170302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7170320.000000 Penalty: 5517.851562
	Iteration 40F: 3 clusters Score -7170320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7170317.000000 Penalty: 5517.851562
	Iteration 41Q: 3 clusters Score -7170317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7170316.000000 Penalty: 5517.851562
	Iteration 42Q: 3 clusters Score -7170316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7170319.500000 Penalty: 5517.851562
	Iteration 43Q: 3 clusters Score -7170320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7170336.000000 Penalty: 5517.851562
	Iteration 44Q: 3 clusters Score -7170336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7170343.000000 Penalty: 5517.851562
	Iteration 45Q: 3 clusters Score -7170343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7170356.500000 Penalty: 5517.851562
	Iteration 46Q: 3 clusters Score -7170356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7170352.500000 Penalty: 5517.851562
	Iteration 47Q: 3 clusters Score -7170352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7170357.000000 Penalty: 5517.851562
	Iteration 48Q: 3 clusters Score -7170357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7170357.000000 Penalty: 5517.851562
	Iteration 49Q: 3 clusters Score -7170357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7170361.000000 Penalty: 5517.851562
	Iteration 50Q: 3 clusters Score -7170361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7170352.500000 Penalty: 5517.851562
	Iteration 51Q: 3 clusters Score -7170352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7170359.000000 Penalty: 5517.851562
	Iteration 52Q: 3 clusters Score -7170359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7170369.500000 Penalty: 5517.851562
	Iteration 53Q: 3 clusters Score -7170370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7170383.000000 Penalty: 5517.851562
	Iteration 54Q: 3 clusters Score -7170383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7170381.000000 Penalty: 5517.851562
	Iteration 55Q: 3 clusters Score -7170381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7170400.000000 Penalty: 5517.851562
	Iteration 56Q: 3 clusters Score -7170400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66564 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7170402.000000 Penalty: 5517.851562
	Iteration 57Q: 3 clusters Score -7170402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7170408.500000 Penalty: 5517.851562
	Iteration 58Q: 3 clusters Score -7170408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7170406.500000 Penalty: 5517.851562
	Iteration 59Q: 3 clusters Score -7170406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66578 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7170405.000000 Penalty: 5517.851562
	Iteration 60F: 3 clusters Score -7170405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7170402.500000 Penalty: 5517.851562
	Iteration 61Q: 3 clusters Score -7170402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7170407.500000 Penalty: 5517.851562
	Iteration 62Q: 3 clusters Score -7170408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7170407.500000 Penalty: 5517.851562
	Iteration 63F: 3 clusters Score -7170408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (215091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215091 members 
Entering Unmasked Estep 
Score: -22491286.000000 Penalty: 3045.146484
	Iteration 0F: 2 clusters Score -2.249129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -22355974.000000 Penalty: 6090.292969
	Iteration 0F: 3 clusters Score -2.235597e+07 nChanged 103639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 112496 members 
Entering Unmasked Estep 
Score: -22416098.000000 Penalty: 6090.292969
	Iteration 1F: 3 clusters Score -2.24161e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100215 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
Score: -22417154.000000 Penalty: 6090.292969
	Iteration 2Q: 3 clusters Score -2.241715e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 118464 members 
Entering Unmasked Estep 
Score: -22418408.000000 Penalty: 6090.292969
	Iteration 3Q: 3 clusters Score -2.241841e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91326 members 
Mstep: Class 2 contains 123765 members 
Entering Unmasked Estep 
Score: -22420696.000000 Penalty: 6090.292969
	Iteration 4Q: 3 clusters Score -2.24207e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 131115 members 
Entering Unmasked Estep 
Score: -22424494.000000 Penalty: 6090.292969
	Iteration 5Q: 3 clusters Score -2.242449e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 140559 members 
Entering Unmasked Estep 
Score: -22430858.000000 Penalty: 6090.292969
	Iteration 6F: 3 clusters Score -2.243086e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -22439846.000000 Penalty: 6090.292969
	Iteration 7F: 3 clusters Score -2.243985e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 162105 members 
Entering Unmasked Estep 
Score: -22450312.000000 Penalty: 6090.292969
	Iteration 8F: 3 clusters Score -2.245031e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 170160 members 
Entering Unmasked Estep 
Score: -22459650.000000 Penalty: 6090.292969
	Iteration 9F: 3 clusters Score -2.245965e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 175057 members 
Entering Unmasked Estep 
Score: -22466142.000000 Penalty: 6090.292969
	Iteration 10Q: 3 clusters Score -2.246614e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -22469696.000000 Penalty: 6090.292969
	Iteration 11Q: 3 clusters Score -2.24697e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 179953 members 
Entering Unmasked Estep 
Score: -22471302.000000 Penalty: 6090.292969
	Iteration 12Q: 3 clusters Score -2.24713e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 182047 members 
Entering Unmasked Estep 
Score: -22472478.000000 Penalty: 6090.292969
	Iteration 13Q: 3 clusters Score -2.247248e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 184231 members 
Entering Unmasked Estep 
Score: -22473602.000000 Penalty: 6090.292969
	Iteration 14Q: 3 clusters Score -2.24736e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 186487 members 
Entering Unmasked Estep 
Score: -22474806.000000 Penalty: 6090.292969
	Iteration 15Q: 3 clusters Score -2.247481e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 188734 members 
Entering Unmasked Estep 
Score: -22475898.000000 Penalty: 6090.292969
	Iteration 16Q: 3 clusters Score -2.24759e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 190988 members 
Entering Unmasked Estep 
Score: -22477100.000000 Penalty: 6090.292969
	Iteration 17Q: 3 clusters Score -2.24771e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 193140 members 
Entering Unmasked Estep 
Score: -22478334.000000 Penalty: 6090.292969
	Iteration 18Q: 3 clusters Score -2.247833e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 195294 members 
Entering Unmasked Estep 
Score: -22479782.000000 Penalty: 6090.292969
	Iteration 19Q: 3 clusters Score -2.247978e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 197438 members 
Entering Unmasked Estep 
Score: -22480974.000000 Penalty: 6090.292969
	Iteration 20F: 3 clusters Score -2.248097e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 199494 members 
Entering Unmasked Estep 
Score: -22482146.000000 Penalty: 6090.292969
	Iteration 21Q: 3 clusters Score -2.248215e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 201455 members 
Entering Unmasked Estep 
Score: -22482742.000000 Penalty: 6090.292969
	Iteration 22Q: 3 clusters Score -2.248274e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 203259 members 
Entering Unmasked Estep 
Score: -22483402.000000 Penalty: 6090.292969
	Iteration 23Q: 3 clusters Score -2.24834e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 204857 members 
Entering Unmasked Estep 
Score: -22484156.000000 Penalty: 6090.292969
	Iteration 24Q: 3 clusters Score -2.248416e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 206290 members 
Entering Unmasked Estep 
Score: -22484766.000000 Penalty: 6090.292969
	Iteration 25Q: 3 clusters Score -2.248477e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 207517 members 
Entering Unmasked Estep 
Score: -22485286.000000 Penalty: 6090.292969
	Iteration 26Q: 3 clusters Score -2.248529e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 208539 members 
Entering Unmasked Estep 
Score: -22485752.000000 Penalty: 6090.292969
	Iteration 27Q: 3 clusters Score -2.248575e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 209485 members 
Entering Unmasked Estep 
Score: -22486276.000000 Penalty: 6090.292969
	Iteration 28Q: 3 clusters Score -2.248628e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 210277 members 
Entering Unmasked Estep 
Score: -22486700.000000 Penalty: 6090.292969
	Iteration 29Q: 3 clusters Score -2.24867e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 210935 members 
Entering Unmasked Estep 
Score: -22487034.000000 Penalty: 6090.292969
	Iteration 30Q: 3 clusters Score -2.248703e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 211487 members 
Entering Unmasked Estep 
Score: -22487348.000000 Penalty: 6090.292969
	Iteration 31Q: 3 clusters Score -2.248735e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 211913 members 
Entering Unmasked Estep 
Score: -22487442.000000 Penalty: 6090.292969
	Iteration 32Q: 3 clusters Score -2.248744e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 212250 members 
Entering Unmasked Estep 
Score: -22487650.000000 Penalty: 6090.292969
	Iteration 33Q: 3 clusters Score -2.248765e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 212525 members 
Entering Unmasked Estep 
Score: -22487822.000000 Penalty: 6090.292969
	Iteration 34Q: 3 clusters Score -2.248782e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 212747 members 
Entering Unmasked Estep 
Score: -22487880.000000 Penalty: 6090.292969
	Iteration 35Q: 3 clusters Score -2.248788e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 212930 members 
Entering Unmasked Estep 
Score: -22487978.000000 Penalty: 6090.292969
	Iteration 36Q: 3 clusters Score -2.248798e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 213099 members 
Entering Unmasked Estep 
Score: -22488080.000000 Penalty: 6090.292969
	Iteration 37Q: 3 clusters Score -2.248808e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 213228 members 
Entering Unmasked Estep 
Score: -22488186.000000 Penalty: 6090.292969
	Iteration 38Q: 3 clusters Score -2.248819e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 213339 members 
Entering Unmasked Estep 
Score: -22488308.000000 Penalty: 6090.292969
	Iteration 39Q: 3 clusters Score -2.248831e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 213429 members 
Entering Unmasked Estep 
Score: -22488338.000000 Penalty: 6090.292969
	Iteration 40F: 3 clusters Score -2.248834e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 213497 members 
Entering Unmasked Estep 
Score: -22488366.000000 Penalty: 6090.292969
	Iteration 41Q: 3 clusters Score -2.248837e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 213553 members 
Entering Unmasked Estep 
Score: -22488398.000000 Penalty: 6090.292969
	Iteration 42Q: 3 clusters Score -2.24884e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 213594 members 
Entering Unmasked Estep 
Score: -22488408.000000 Penalty: 6090.292969
	Iteration 43Q: 3 clusters Score -2.248841e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 213633 members 
Entering Unmasked Estep 
Score: -22488432.000000 Penalty: 6090.292969
	Iteration 44Q: 3 clusters Score -2.248843e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 213671 members 
Entering Unmasked Estep 
Score: -22488462.000000 Penalty: 6090.292969
	Iteration 45Q: 3 clusters Score -2.248846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 213703 members 
Entering Unmasked Estep 
Score: -22488460.000000 Penalty: 6090.292969
	Iteration 46Q: 3 clusters Score -2.248846e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 213737 members 
Entering Unmasked Estep 
Score: -22488500.000000 Penalty: 6090.292969
	Iteration 47Q: 3 clusters Score -2.24885e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 213765 members 
Entering Unmasked Estep 
Score: -22488480.000000 Penalty: 6090.292969
	Iteration 48Q: 3 clusters Score -2.248848e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 213792 members 
Entering Unmasked Estep 
Score: -22488498.000000 Penalty: 6090.292969
	Iteration 49Q: 3 clusters Score -2.24885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 213807 members 
Entering Unmasked Estep 
Score: -22488490.000000 Penalty: 6090.292969
	Iteration 50Q: 3 clusters Score -2.248849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 213827 members 
Entering Unmasked Estep 
Score: -22488520.000000 Penalty: 6090.292969
	Iteration 51Q: 3 clusters Score -2.248852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 213842 members 
Entering Unmasked Estep 
Score: -22488530.000000 Penalty: 6090.292969
	Iteration 52Q: 3 clusters Score -2.248853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 213851 members 
Entering Unmasked Estep 
Score: -22488532.000000 Penalty: 6090.292969
	Iteration 53Q: 3 clusters Score -2.248853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 213860 members 
Entering Unmasked Estep 
Score: -22488538.000000 Penalty: 6090.292969
	Iteration 54Q: 3 clusters Score -2.248854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 213872 members 
Entering Unmasked Estep 
Score: -22488550.000000 Penalty: 6090.292969
	Iteration 55Q: 3 clusters Score -2.248855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 213879 members 
Entering Unmasked Estep 
Score: -22488588.000000 Penalty: 6090.292969
	Iteration 56Q: 3 clusters Score -2.248859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 213893 members 
Entering Unmasked Estep 
Score: -22488576.000000 Penalty: 6090.292969
	Iteration 57Q: 3 clusters Score -2.248858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 213900 members 
Entering Unmasked Estep 
Score: -22488592.000000 Penalty: 6090.292969
	Iteration 58Q: 3 clusters Score -2.248859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 213904 members 
Entering Unmasked Estep 
Score: -22488594.000000 Penalty: 6090.292969
	Iteration 59Q: 3 clusters Score -2.248859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 213911 members 
Entering Unmasked Estep 
Score: -22488584.000000 Penalty: 6090.292969
	Iteration 60F: 3 clusters Score -2.248858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 213918 members 
Entering Unmasked Estep 
Score: -22488590.000000 Penalty: 6090.292969
	Iteration 61Q: 3 clusters Score -2.248859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 213924 members 
Entering Unmasked Estep 
Score: -22488596.000000 Penalty: 6090.292969
	Iteration 62Q: 3 clusters Score -2.24886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 213928 members 
Entering Unmasked Estep 
Score: -22488576.000000 Penalty: 6090.292969
	Iteration 63Q: 3 clusters Score -2.248858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 213933 members 
Entering Unmasked Estep 
Score: -22488574.000000 Penalty: 6090.292969
	Iteration 64Q: 3 clusters Score -2.248857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 213943 members 
Entering Unmasked Estep 
Score: -22488594.000000 Penalty: 6090.292969
	Iteration 65Q: 3 clusters Score -2.248859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 213947 members 
Entering Unmasked Estep 
Score: -22488596.000000 Penalty: 6090.292969
	Iteration 66Q: 3 clusters Score -2.24886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 213952 members 
Entering Unmasked Estep 
Score: -22488600.000000 Penalty: 6090.292969
	Iteration 67Q: 3 clusters Score -2.24886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 213954 members 
Entering Unmasked Estep 
Score: -22488608.000000 Penalty: 6090.292969
	Iteration 68Q: 3 clusters Score -2.248861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 213955 members 
Entering Unmasked Estep 
Score: -22488616.000000 Penalty: 6090.292969
	Iteration 69Q: 3 clusters Score -2.248862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 213957 members 
Entering Unmasked Estep 
Score: -22488612.000000 Penalty: 6090.292969
	Iteration 70Q: 3 clusters Score -2.248861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 213959 members 
Entering Unmasked Estep 
Score: -22488622.000000 Penalty: 6090.292969
	Iteration 71Q: 3 clusters Score -2.248862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 213962 members 
Entering Unmasked Estep 
Score: -22488610.000000 Penalty: 6090.292969
	Iteration 72Q: 3 clusters Score -2.248861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 213962 members 
Entering Unmasked Estep 
Score: -22488614.000000 Penalty: 6090.292969
	Iteration 73Q: 3 clusters Score -2.248861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 213963 members 
Entering Unmasked Estep 
Score: -22488606.000000 Penalty: 6090.292969
	Iteration 74Q: 3 clusters Score -2.248861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 213965 members 
Entering Unmasked Estep 
Score: -22488598.000000 Penalty: 6090.292969
	Iteration 75Q: 3 clusters Score -2.24886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 213970 members 
Entering Unmasked Estep 
Score: -22488614.000000 Penalty: 6090.292969
	Iteration 76Q: 3 clusters Score -2.248861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 213972 members 
Entering Unmasked Estep 
Score: -22488608.000000 Penalty: 6090.292969
	Iteration 77Q: 3 clusters Score -2.248861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 213974 members 
Entering Unmasked Estep 
Score: -22488622.000000 Penalty: 6090.292969
	Iteration 78Q: 3 clusters Score -2.248862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 213975 members 
Entering Unmasked Estep 
Score: -22488608.000000 Penalty: 6090.292969
	Iteration 79Q: 3 clusters Score -2.248861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 213977 members 
Entering Unmasked Estep 
Score: -22488610.000000 Penalty: 6090.292969
	Iteration 80F: 3 clusters Score -2.248861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -170287.250000 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -170287.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -167780.281250 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -167780.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -168826.906250 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -168826.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -169238.515625 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -169238.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -169492.812500 Penalty: 3742.250977
	Iteration 3F: 3 clusters Score -169492.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -169723.406250 Penalty: 3742.250977
	Iteration 4F: 3 clusters Score -169723.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -169935.859375 Penalty: 3742.250977
	Iteration 5F: 3 clusters Score -169935.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -170283.718750 Penalty: 3742.250977
	Iteration 6F: 3 clusters Score -170283.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -170610.890625 Penalty: 3742.250977
	Iteration 7F: 3 clusters Score -170610.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -170796.859375 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -170796.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -170874.968750 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -170875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -170931.250000 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -170931.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -170971.671875 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -170971.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -171027.062500 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -171027.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -171085.656250 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -171085.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -171137.531250 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -171137.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -171200.578125 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -171200.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171225.234375 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -171225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171230.484375 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -171230.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171232.953125 Penalty: 3742.250977
	Iteration 18F: 3 clusters Score -171233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171234.953125 Penalty: 3742.250977
	Iteration 19Q: 3 clusters Score -171235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171234.953125 Penalty: 3742.250977
	Iteration 20F: 3 clusters Score -171235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 814 members 
Mstep: Class 4 contains 67826 members 
Mstep: Class 5 contains 215091 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 9235 members 
Mstep: Class 11 contains 198901 members 
Mstep: Class 14 contains 39003 members 
Mstep: Class 15 contains 85839 members 
Mstep: Class 16 contains 23670 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17077 members 
Mstep: Class 19 contains 4616 members 
Mstep: Class 21 contains 5421 members 
Entering Unmasked Estep 
Score: -70057880.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70058432.000000 to -70057880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Entering Unmasked Estep 
Score: -925493.937500 Penalty: 2264.427246
	Iteration 0F: 2 clusters Score -925493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -918313.875000 Penalty: 4528.854492
	Iteration 0F: 3 clusters Score -918313.9 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -920513.687500 Penalty: 4528.854492
	Iteration 1F: 3 clusters Score -920513.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -921019.562500 Penalty: 4528.854492
	Iteration 2F: 3 clusters Score -921019.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -921571.062500 Penalty: 4528.854492
	Iteration 3F: 3 clusters Score -921571.1 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -922232.562500 Penalty: 4528.854492
	Iteration 4F: 3 clusters Score -922232.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -923060.937500 Penalty: 4528.854492
	Iteration 5F: 3 clusters Score -923060.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -923775.937500 Penalty: 4528.854492
	Iteration 6F: 3 clusters Score -923775.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -924245.750000 Penalty: 4528.854492
	Iteration 7F: 3 clusters Score -924245.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -924484.250000 Penalty: 4528.854492
	Iteration 8Q: 3 clusters Score -924484.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -924596.937500 Penalty: 4528.854492
	Iteration 9Q: 3 clusters Score -924596.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -924653.562500 Penalty: 4528.854492
	Iteration 10Q: 3 clusters Score -924653.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -924692.375000 Penalty: 4528.854492
	Iteration 11Q: 3 clusters Score -924692.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -924708.312500 Penalty: 4528.854492
	Iteration 12Q: 3 clusters Score -924708.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -924719.375000 Penalty: 4528.854492
	Iteration 13Q: 3 clusters Score -924719.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -924729.625000 Penalty: 4528.854492
	Iteration 14Q: 3 clusters Score -924729.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -924733.812500 Penalty: 4528.854492
	Iteration 15Q: 3 clusters Score -924733.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -924735.437500 Penalty: 4528.854492
	Iteration 16Q: 3 clusters Score -924735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -924739.500000 Penalty: 4528.854492
	Iteration 17Q: 3 clusters Score -924739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -924739.000000 Penalty: 4528.854492
	Iteration 18Q: 3 clusters Score -924739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -924740.562500 Penalty: 4528.854492
	Iteration 19Q: 3 clusters Score -924740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -924742.812500 Penalty: 4528.854492
	Iteration 20F: 3 clusters Score -924742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -924742.812500 Penalty: 4528.854492
	Iteration 21Q: 3 clusters Score -924742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -924746.812500 Penalty: 4528.854492
	Iteration 22Q: 3 clusters Score -924746.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -924750.875000 Penalty: 4528.854492
	Iteration 23Q: 3 clusters Score -924750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -924752.437500 Penalty: 4528.854492
	Iteration 24Q: 3 clusters Score -924752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -924753.125000 Penalty: 4528.854492
	Iteration 25Q: 3 clusters Score -924753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -924752.750000 Penalty: 4528.854492
	Iteration 26Q: 3 clusters Score -924752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -924753.875000 Penalty: 4528.854492
	Iteration 27Q: 3 clusters Score -924753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -924754.687500 Penalty: 4528.854492
	Iteration 28Q: 3 clusters Score -924754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -924754.312500 Penalty: 4528.854492
	Iteration 29Q: 3 clusters Score -924754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -924754.312500 Penalty: 4528.854492
	Iteration 30F: 3 clusters Score -924754.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (198901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198901 members 
Entering Unmasked Estep 
Score: -20742054.000000 Penalty: 3025.739502
	Iteration 0F: 2 clusters Score -2.074205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99360 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -20610808.000000 Penalty: 6051.479004
	Iteration 0F: 3 clusters Score -2.061081e+07 nChanged 95370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98280 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -20666972.000000 Penalty: 6051.479004
	Iteration 1F: 3 clusters Score -2.066697e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -20668518.000000 Penalty: 6051.479004
	Iteration 2Q: 3 clusters Score -2.066852e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96152 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -20670352.000000 Penalty: 6051.479004
	Iteration 3Q: 3 clusters Score -2.067035e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -20672654.000000 Penalty: 6051.479004
	Iteration 4Q: 3 clusters Score -2.067265e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -20675388.000000 Penalty: 6051.479004
	Iteration 5Q: 3 clusters Score -2.067539e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -20679724.000000 Penalty: 6051.479004
	Iteration 6Q: 3 clusters Score -2.067972e+07 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85423 members 
Mstep: Class 2 contains 113478 members 
Entering Unmasked Estep 
Score: -20685558.000000 Penalty: 6051.479004
	Iteration 7F: 3 clusters Score -2.068556e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 117860 members 
Entering Unmasked Estep 
Score: -20693034.000000 Penalty: 6051.479004
	Iteration 8F: 3 clusters Score -2.069303e+07 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 121823 members 
Entering Unmasked Estep 
Score: -20700764.000000 Penalty: 6051.479004
	Iteration 9F: 3 clusters Score -2.070076e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74297 members 
Mstep: Class 2 contains 124604 members 
Entering Unmasked Estep 
Score: -20706770.000000 Penalty: 6051.479004
	Iteration 10F: 3 clusters Score -2.070677e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -20709820.000000 Penalty: 6051.479004
	Iteration 11Q: 3 clusters Score -2.070982e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71297 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -20710992.000000 Penalty: 6051.479004
	Iteration 12Q: 3 clusters Score -2.071099e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 128617 members 
Entering Unmasked Estep 
Score: -20711496.000000 Penalty: 6051.479004
	Iteration 13Q: 3 clusters Score -2.07115e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 129505 members 
Entering Unmasked Estep 
Score: -20711656.000000 Penalty: 6051.479004
	Iteration 14Q: 3 clusters Score -2.071166e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 130378 members 
Entering Unmasked Estep 
Score: -20711838.000000 Penalty: 6051.479004
	Iteration 15Q: 3 clusters Score -2.071184e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 131212 members 
Entering Unmasked Estep 
Score: -20712092.000000 Penalty: 6051.479004
	Iteration 16Q: 3 clusters Score -2.071209e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 132055 members 
Entering Unmasked Estep 
Score: -20712322.000000 Penalty: 6051.479004
	Iteration 17Q: 3 clusters Score -2.071232e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 132875 members 
Entering Unmasked Estep 
Score: -20712466.000000 Penalty: 6051.479004
	Iteration 18Q: 3 clusters Score -2.071247e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 133696 members 
Entering Unmasked Estep 
Score: -20712558.000000 Penalty: 6051.479004
	Iteration 19Q: 3 clusters Score -2.071256e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 134509 members 
Entering Unmasked Estep 
Score: -20712648.000000 Penalty: 6051.479004
	Iteration 20F: 3 clusters Score -2.071265e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 135360 members 
Entering Unmasked Estep 
Score: -20712930.000000 Penalty: 6051.479004
	Iteration 21Q: 3 clusters Score -2.071293e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 136290 members 
Entering Unmasked Estep 
Score: -20713020.000000 Penalty: 6051.479004
	Iteration 22Q: 3 clusters Score -2.071302e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 137280 members 
Entering Unmasked Estep 
Score: -20713238.000000 Penalty: 6051.479004
	Iteration 23Q: 3 clusters Score -2.071324e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 138334 members 
Entering Unmasked Estep 
Score: -20713468.000000 Penalty: 6051.479004
	Iteration 24Q: 3 clusters Score -2.071347e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 139365 members 
Entering Unmasked Estep 
Score: -20713618.000000 Penalty: 6051.479004
	Iteration 25Q: 3 clusters Score -2.071362e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -20713828.000000 Penalty: 6051.479004
	Iteration 26Q: 3 clusters Score -2.071383e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 141476 members 
Entering Unmasked Estep 
Score: -20713996.000000 Penalty: 6051.479004
	Iteration 27Q: 3 clusters Score -2.0714e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -20714084.000000 Penalty: 6051.479004
	Iteration 28Q: 3 clusters Score -2.071408e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -20714176.000000 Penalty: 6051.479004
	Iteration 29Q: 3 clusters Score -2.071418e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -20714340.000000 Penalty: 6051.479004
	Iteration 30Q: 3 clusters Score -2.071434e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 145870 members 
Entering Unmasked Estep 
Score: -20714690.000000 Penalty: 6051.479004
	Iteration 31Q: 3 clusters Score -2.071469e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 147045 members 
Entering Unmasked Estep 
Score: -20714852.000000 Penalty: 6051.479004
	Iteration 32Q: 3 clusters Score -2.071485e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 148248 members 
Entering Unmasked Estep 
Score: -20715054.000000 Penalty: 6051.479004
	Iteration 33Q: 3 clusters Score -2.071505e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -20715380.000000 Penalty: 6051.479004
	Iteration 34Q: 3 clusters Score -2.071538e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 150693 members 
Entering Unmasked Estep 
Score: -20715672.000000 Penalty: 6051.479004
	Iteration 35Q: 3 clusters Score -2.071567e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 151897 members 
Entering Unmasked Estep 
Score: -20715958.000000 Penalty: 6051.479004
	Iteration 36Q: 3 clusters Score -2.071596e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 153124 members 
Entering Unmasked Estep 
Score: -20716272.000000 Penalty: 6051.479004
	Iteration 37Q: 3 clusters Score -2.071627e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 154412 members 
Entering Unmasked Estep 
Score: -20716602.000000 Penalty: 6051.479004
	Iteration 38Q: 3 clusters Score -2.07166e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 155679 members 
Entering Unmasked Estep 
Score: -20716926.000000 Penalty: 6051.479004
	Iteration 39Q: 3 clusters Score -2.071693e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 157037 members 
Entering Unmasked Estep 
Score: -20717324.000000 Penalty: 6051.479004
	Iteration 40F: 3 clusters Score -2.071732e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 158449 members 
Entering Unmasked Estep 
Score: -20717830.000000 Penalty: 6051.479004
	Iteration 41Q: 3 clusters Score -2.071783e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 159920 members 
Entering Unmasked Estep 
Score: -20718276.000000 Penalty: 6051.479004
	Iteration 42Q: 3 clusters Score -2.071828e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 161445 members 
Entering Unmasked Estep 
Score: -20718878.000000 Penalty: 6051.479004
	Iteration 43Q: 3 clusters Score -2.071888e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -20719264.000000 Penalty: 6051.479004
	Iteration 44Q: 3 clusters Score -2.071926e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -20719808.000000 Penalty: 6051.479004
	Iteration 45Q: 3 clusters Score -2.071981e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 166152 members 
Entering Unmasked Estep 
Score: -20720324.000000 Penalty: 6051.479004
	Iteration 46Q: 3 clusters Score -2.072032e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 167708 members 
Entering Unmasked Estep 
Score: -20720938.000000 Penalty: 6051.479004
	Iteration 47Q: 3 clusters Score -2.072094e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 169297 members 
Entering Unmasked Estep 
Score: -20721464.000000 Penalty: 6051.479004
	Iteration 48Q: 3 clusters Score -2.072146e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 170979 members 
Entering Unmasked Estep 
Score: -20722166.000000 Penalty: 6051.479004
	Iteration 49Q: 3 clusters Score -2.072217e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -20722980.000000 Penalty: 6051.479004
	Iteration 50Q: 3 clusters Score -2.072298e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 174314 members 
Entering Unmasked Estep 
Score: -20723690.000000 Penalty: 6051.479004
	Iteration 51Q: 3 clusters Score -2.072369e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 176060 members 
Entering Unmasked Estep 
Score: -20724600.000000 Penalty: 6051.479004
	Iteration 52Q: 3 clusters Score -2.07246e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 177883 members 
Entering Unmasked Estep 
Score: -20725610.000000 Penalty: 6051.479004
	Iteration 53Q: 3 clusters Score -2.072561e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 179705 members 
Entering Unmasked Estep 
Score: -20726642.000000 Penalty: 6051.479004
	Iteration 54Q: 3 clusters Score -2.072664e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 181473 members 
Entering Unmasked Estep 
Score: -20727854.000000 Penalty: 6051.479004
	Iteration 55Q: 3 clusters Score -2.072785e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 183161 members 
Entering Unmasked Estep 
Score: -20729034.000000 Penalty: 6051.479004
	Iteration 56Q: 3 clusters Score -2.072903e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 184800 members 
Entering Unmasked Estep 
Score: -20730196.000000 Penalty: 6051.479004
	Iteration 57Q: 3 clusters Score -2.07302e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 186274 members 
Entering Unmasked Estep 
Score: -20731432.000000 Penalty: 6051.479004
	Iteration 58Q: 3 clusters Score -2.073143e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 187658 members 
Entering Unmasked Estep 
Score: -20732482.000000 Penalty: 6051.479004
	Iteration 59Q: 3 clusters Score -2.073248e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 188949 members 
Entering Unmasked Estep 
Score: -20733384.000000 Penalty: 6051.479004
	Iteration 60F: 3 clusters Score -2.073338e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 190108 members 
Entering Unmasked Estep 
Score: -20734268.000000 Penalty: 6051.479004
	Iteration 61Q: 3 clusters Score -2.073427e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 191212 members 
Entering Unmasked Estep 
Score: -20735108.000000 Penalty: 6051.479004
	Iteration 62Q: 3 clusters Score -2.073511e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 192191 members 
Entering Unmasked Estep 
Score: -20735912.000000 Penalty: 6051.479004
	Iteration 63Q: 3 clusters Score -2.073591e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 193021 members 
Entering Unmasked Estep 
Score: -20736526.000000 Penalty: 6051.479004
	Iteration 64Q: 3 clusters Score -2.073653e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 193704 members 
Entering Unmasked Estep 
Score: -20736978.000000 Penalty: 6051.479004
	Iteration 65Q: 3 clusters Score -2.073698e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 194306 members 
Entering Unmasked Estep 
Score: -20737470.000000 Penalty: 6051.479004
	Iteration 66Q: 3 clusters Score -2.073747e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 194844 members 
Entering Unmasked Estep 
Score: -20737956.000000 Penalty: 6051.479004
	Iteration 67Q: 3 clusters Score -2.073796e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 195243 members 
Entering Unmasked Estep 
Score: -20738308.000000 Penalty: 6051.479004
	Iteration 68Q: 3 clusters Score -2.073831e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -20738650.000000 Penalty: 6051.479004
	Iteration 69Q: 3 clusters Score -2.073865e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 195824 members 
Entering Unmasked Estep 
Score: -20738894.000000 Penalty: 6051.479004
	Iteration 70Q: 3 clusters Score -2.073889e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 196056 members 
Entering Unmasked Estep 
Score: -20739110.000000 Penalty: 6051.479004
	Iteration 71Q: 3 clusters Score -2.073911e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 196248 members 
Entering Unmasked Estep 
Score: -20739240.000000 Penalty: 6051.479004
	Iteration 72Q: 3 clusters Score -2.073924e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 196382 members 
Entering Unmasked Estep 
Score: -20739362.000000 Penalty: 6051.479004
	Iteration 73Q: 3 clusters Score -2.073936e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 196505 members 
Entering Unmasked Estep 
Score: -20739460.000000 Penalty: 6051.479004
	Iteration 74Q: 3 clusters Score -2.073946e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 196587 members 
Entering Unmasked Estep 
Score: -20739566.000000 Penalty: 6051.479004
	Iteration 75Q: 3 clusters Score -2.073957e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 196651 members 
Entering Unmasked Estep 
Score: -20739644.000000 Penalty: 6051.479004
	Iteration 76Q: 3 clusters Score -2.073964e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 196720 members 
Entering Unmasked Estep 
Score: -20739690.000000 Penalty: 6051.479004
	Iteration 77Q: 3 clusters Score -2.073969e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 196772 members 
Entering Unmasked Estep 
Score: -20739738.000000 Penalty: 6051.479004
	Iteration 78Q: 3 clusters Score -2.073974e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 196814 members 
Entering Unmasked Estep 
Score: -20739804.000000 Penalty: 6051.479004
	Iteration 79Q: 3 clusters Score -2.07398e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 196856 members 
Entering Unmasked Estep 
Score: -20739896.000000 Penalty: 6051.479004
	Iteration 80F: 3 clusters Score -2.07399e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 196832 members 
Entering Unmasked Estep 
Score: -20739952.000000 Penalty: 6051.479004
	Iteration 81Q: 3 clusters Score -2.073995e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 196802 members 
Entering Unmasked Estep 
Score: -20739972.000000 Penalty: 6051.479004
	Iteration 82Q: 3 clusters Score -2.073997e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 196788 members 
Entering Unmasked Estep 
Score: -20740028.000000 Penalty: 6051.479004
	Iteration 83Q: 3 clusters Score -2.074003e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 196782 members 
Entering Unmasked Estep 
Score: -20740082.000000 Penalty: 6051.479004
	Iteration 84Q: 3 clusters Score -2.074008e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 196773 members 
Entering Unmasked Estep 
Score: -20740100.000000 Penalty: 6051.479004
	Iteration 85Q: 3 clusters Score -2.07401e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 196757 members 
Entering Unmasked Estep 
Score: -20740108.000000 Penalty: 6051.479004
	Iteration 86Q: 3 clusters Score -2.074011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 196738 members 
Entering Unmasked Estep 
Score: -20740130.000000 Penalty: 6051.479004
	Iteration 87Q: 3 clusters Score -2.074013e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 196714 members 
Entering Unmasked Estep 
Score: -20740126.000000 Penalty: 6051.479004
	Iteration 88Q: 3 clusters Score -2.074013e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 196694 members 
Entering Unmasked Estep 
Score: -20740132.000000 Penalty: 6051.479004
	Iteration 89Q: 3 clusters Score -2.074013e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 196683 members 
Entering Unmasked Estep 
Score: -20740142.000000 Penalty: 6051.479004
	Iteration 90Q: 3 clusters Score -2.074014e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 196672 members 
Entering Unmasked Estep 
Score: -20740158.000000 Penalty: 6051.479004
	Iteration 91Q: 3 clusters Score -2.074016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 196665 members 
Entering Unmasked Estep 
Score: -20740142.000000 Penalty: 6051.479004
	Iteration 92Q: 3 clusters Score -2.074014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -20740140.000000 Penalty: 6051.479004
	Iteration 93Q: 3 clusters Score -2.074014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 196648 members 
Entering Unmasked Estep 
Score: -20740148.000000 Penalty: 6051.479004
	Iteration 94Q: 3 clusters Score -2.074015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 196638 members 
Entering Unmasked Estep 
Score: -20740158.000000 Penalty: 6051.479004
	Iteration 95Q: 3 clusters Score -2.074016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 196627 members 
Entering Unmasked Estep 
Score: -20740140.000000 Penalty: 6051.479004
	Iteration 96Q: 3 clusters Score -2.074014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -20740188.000000 Penalty: 6051.479004
	Iteration 97Q: 3 clusters Score -2.074019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 196619 members 
Entering Unmasked Estep 
Score: -20740170.000000 Penalty: 6051.479004
	Iteration 98Q: 3 clusters Score -2.074017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 196611 members 
Entering Unmasked Estep 
Score: -20740176.000000 Penalty: 6051.479004
	Iteration 99Q: 3 clusters Score -2.074018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 196607 members 
Entering Unmasked Estep 
Score: -20740176.000000 Penalty: 6051.479004
	Iteration 100F: 3 clusters Score -2.074018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 196595 members 
Entering Unmasked Estep 
Score: -20740202.000000 Penalty: 6051.479004
	Iteration 101Q: 3 clusters Score -2.07402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 196576 members 
Entering Unmasked Estep 
Score: -20740210.000000 Penalty: 6051.479004
	Iteration 102Q: 3 clusters Score -2.074021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 196560 members 
Entering Unmasked Estep 
Score: -20740236.000000 Penalty: 6051.479004
	Iteration 103Q: 3 clusters Score -2.074024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 196547 members 
Entering Unmasked Estep 
Score: -20740226.000000 Penalty: 6051.479004
	Iteration 104Q: 3 clusters Score -2.074023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 196536 members 
Entering Unmasked Estep 
Score: -20740228.000000 Penalty: 6051.479004
	Iteration 105Q: 3 clusters Score -2.074023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 196523 members 
Entering Unmasked Estep 
Score: -20740250.000000 Penalty: 6051.479004
	Iteration 106Q: 3 clusters Score -2.074025e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 196507 members 
Entering Unmasked Estep 
Score: -20740262.000000 Penalty: 6051.479004
	Iteration 107Q: 3 clusters Score -2.074026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 196491 members 
Entering Unmasked Estep 
Score: -20740258.000000 Penalty: 6051.479004
	Iteration 108Q: 3 clusters Score -2.074026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 196481 members 
Entering Unmasked Estep 
Score: -20740252.000000 Penalty: 6051.479004
	Iteration 109Q: 3 clusters Score -2.074025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 196478 members 
Entering Unmasked Estep 
Score: -20740250.000000 Penalty: 6051.479004
	Iteration 110Q: 3 clusters Score -2.074025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 196469 members 
Entering Unmasked Estep 
Score: -20740260.000000 Penalty: 6051.479004
	Iteration 111Q: 3 clusters Score -2.074026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 196461 members 
Entering Unmasked Estep 
Score: -20740248.000000 Penalty: 6051.479004
	Iteration 112Q: 3 clusters Score -2.074025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 196456 members 
Entering Unmasked Estep 
Score: -20740252.000000 Penalty: 6051.479004
	Iteration 113Q: 3 clusters Score -2.074025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 196452 members 
Entering Unmasked Estep 
Score: -20740252.000000 Penalty: 6051.479004
	Iteration 114Q: 3 clusters Score -2.074025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 196450 members 
Entering Unmasked Estep 
Score: -20740256.000000 Penalty: 6051.479004
	Iteration 115Q: 3 clusters Score -2.074026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 196447 members 
Entering Unmasked Estep 
Score: -20740254.000000 Penalty: 6051.479004
	Iteration 116Q: 3 clusters Score -2.074025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 196445 members 
Entering Unmasked Estep 
Score: -20740254.000000 Penalty: 6051.479004
	Iteration 117Q: 3 clusters Score -2.074025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 196443 members 
Entering Unmasked Estep 
Score: -20740248.000000 Penalty: 6051.479004
	Iteration 118Q: 3 clusters Score -2.074025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 196441 members 
Entering Unmasked Estep 
Score: -20740244.000000 Penalty: 6051.479004
	Iteration 119Q: 3 clusters Score -2.074024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 196438 members 
Entering Unmasked Estep 
Score: -20740240.000000 Penalty: 6051.479004
	Iteration 120F: 3 clusters Score -2.074024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 196437 members 
Entering Unmasked Estep 
Score: -20740242.000000 Penalty: 6051.479004
	Iteration 121Q: 3 clusters Score -2.074024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 196436 members 
Entering Unmasked Estep 
Score: -20740240.000000 Penalty: 6051.479004
	Iteration 122Q: 3 clusters Score -2.074024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 196436 members 
Entering Unmasked Estep 
Score: -20740240.000000 Penalty: 6051.479004
	Iteration 123F: 3 clusters Score -2.074024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Entering Unmasked Estep 
Score: -4004797.250000 Penalty: 2621.705811
	Iteration 0F: 2 clusters Score -4004797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3978400.000000 Penalty: 5243.411621
	Iteration 0F: 3 clusters Score -3978400 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3987887.250000 Penalty: 5243.411621
	Iteration 1F: 3 clusters Score -3987887 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3988277.750000 Penalty: 5243.411621
	Iteration 2Q: 3 clusters Score -3988278 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3988643.500000 Penalty: 5243.411621
	Iteration 3Q: 3 clusters Score -3988644 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3988923.250000 Penalty: 5243.411621
	Iteration 4Q: 3 clusters Score -3988923 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3989182.000000 Penalty: 5243.411621
	Iteration 5Q: 3 clusters Score -3989182 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3989365.000000 Penalty: 5243.411621
	Iteration 6Q: 3 clusters Score -3989365 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3989506.250000 Penalty: 5243.411621
	Iteration 7Q: 3 clusters Score -3989506 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3989649.000000 Penalty: 5243.411621
	Iteration 8Q: 3 clusters Score -3989649 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3989779.750000 Penalty: 5243.411621
	Iteration 9Q: 3 clusters Score -3989780 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3989883.750000 Penalty: 5243.411621
	Iteration 10Q: 3 clusters Score -3989884 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3990009.500000 Penalty: 5243.411621
	Iteration 11Q: 3 clusters Score -3990010 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3990144.000000 Penalty: 5243.411621
	Iteration 12Q: 3 clusters Score -3990144 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3990313.750000 Penalty: 5243.411621
	Iteration 13Q: 3 clusters Score -3990314 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3990507.500000 Penalty: 5243.411621
	Iteration 14Q: 3 clusters Score -3990508 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3990776.500000 Penalty: 5243.411621
	Iteration 15Q: 3 clusters Score -3990776 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -3991105.500000 Penalty: 5243.411621
	Iteration 16Q: 3 clusters Score -3991106 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3991621.250000 Penalty: 5243.411621
	Iteration 17Q: 3 clusters Score -3991621 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3992483.250000 Penalty: 5243.411621
	Iteration 18Q: 3 clusters Score -3992483 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3993695.750000 Penalty: 5243.411621
	Iteration 19Q: 3 clusters Score -3993696 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3995108.750000 Penalty: 5243.411621
	Iteration 20F: 3 clusters Score -3995109 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3996325.250000 Penalty: 5243.411621
	Iteration 21Q: 3 clusters Score -3996325 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3997133.500000 Penalty: 5243.411621
	Iteration 22Q: 3 clusters Score -3997134 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3997589.750000 Penalty: 5243.411621
	Iteration 23Q: 3 clusters Score -3997590 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3997803.250000 Penalty: 5243.411621
	Iteration 24Q: 3 clusters Score -3997803 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3997976.250000 Penalty: 5243.411621
	Iteration 25Q: 3 clusters Score -3997976 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3998098.750000 Penalty: 5243.411621
	Iteration 26Q: 3 clusters Score -3998099 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3998235.250000 Penalty: 5243.411621
	Iteration 27Q: 3 clusters Score -3998235 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3998363.000000 Penalty: 5243.411621
	Iteration 28Q: 3 clusters Score -3998363 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -3998482.750000 Penalty: 5243.411621
	Iteration 29Q: 3 clusters Score -3998483 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3998626.000000 Penalty: 5243.411621
	Iteration 30Q: 3 clusters Score -3998626 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -3998806.000000 Penalty: 5243.411621
	Iteration 31Q: 3 clusters Score -3998806 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -3998960.750000 Penalty: 5243.411621
	Iteration 32Q: 3 clusters Score -3998961 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -3999144.250000 Penalty: 5243.411621
	Iteration 33Q: 3 clusters Score -3999144 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3999335.000000 Penalty: 5243.411621
	Iteration 34Q: 3 clusters Score -3999335 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -3999513.000000 Penalty: 5243.411621
	Iteration 35Q: 3 clusters Score -3999513 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3999695.000000 Penalty: 5243.411621
	Iteration 36Q: 3 clusters Score -3999695 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -3999944.750000 Penalty: 5243.411621
	Iteration 37Q: 3 clusters Score -3999945 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4000178.750000 Penalty: 5243.411621
	Iteration 38Q: 3 clusters Score -4000179 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4000384.000000 Penalty: 5243.411621
	Iteration 39Q: 3 clusters Score -4000384 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4000586.000000 Penalty: 5243.411621
	Iteration 40F: 3 clusters Score -4000586 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4000794.750000 Penalty: 5243.411621
	Iteration 41Q: 3 clusters Score -4000795 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4000994.000000 Penalty: 5243.411621
	Iteration 42Q: 3 clusters Score -4000994 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4001173.000000 Penalty: 5243.411621
	Iteration 43Q: 3 clusters Score -4001173 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4001303.750000 Penalty: 5243.411621
	Iteration 44Q: 3 clusters Score -4001304 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4001452.250000 Penalty: 5243.411621
	Iteration 45Q: 3 clusters Score -4001452 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4001605.500000 Penalty: 5243.411621
	Iteration 46Q: 3 clusters Score -4001606 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4001740.750000 Penalty: 5243.411621
	Iteration 47Q: 3 clusters Score -4001741 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -4001882.500000 Penalty: 5243.411621
	Iteration 48Q: 3 clusters Score -4001882 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -4001967.750000 Penalty: 5243.411621
	Iteration 49Q: 3 clusters Score -4001968 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -4002066.000000 Penalty: 5243.411621
	Iteration 50Q: 3 clusters Score -4002066 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4002145.750000 Penalty: 5243.411621
	Iteration 51Q: 3 clusters Score -4002146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4002232.250000 Penalty: 5243.411621
	Iteration 52Q: 3 clusters Score -4002232 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4002299.750000 Penalty: 5243.411621
	Iteration 53Q: 3 clusters Score -4002300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4002343.000000 Penalty: 5243.411621
	Iteration 54Q: 3 clusters Score -4002343 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -4002383.750000 Penalty: 5243.411621
	Iteration 55Q: 3 clusters Score -4002384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -4002407.500000 Penalty: 5243.411621
	Iteration 56Q: 3 clusters Score -4002408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4002427.250000 Penalty: 5243.411621
	Iteration 57Q: 3 clusters Score -4002427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4002445.000000 Penalty: 5243.411621
	Iteration 58Q: 3 clusters Score -4002445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4002470.250000 Penalty: 5243.411621
	Iteration 59Q: 3 clusters Score -4002470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4002482.500000 Penalty: 5243.411621
	Iteration 60F: 3 clusters Score -4002482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -4002495.500000 Penalty: 5243.411621
	Iteration 61Q: 3 clusters Score -4002496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4002502.750000 Penalty: 5243.411621
	Iteration 62Q: 3 clusters Score -4002503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -4002512.000000 Penalty: 5243.411621
	Iteration 63Q: 3 clusters Score -4002512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -4002515.500000 Penalty: 5243.411621
	Iteration 64Q: 3 clusters Score -4002516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -4002533.500000 Penalty: 5243.411621
	Iteration 65Q: 3 clusters Score -4002534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -4002541.250000 Penalty: 5243.411621
	Iteration 66Q: 3 clusters Score -4002541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -4002559.250000 Penalty: 5243.411621
	Iteration 67Q: 3 clusters Score -4002559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -4002563.000000 Penalty: 5243.411621
	Iteration 68Q: 3 clusters Score -4002563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -4002569.250000 Penalty: 5243.411621
	Iteration 69Q: 3 clusters Score -4002569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4002576.250000 Penalty: 5243.411621
	Iteration 70Q: 3 clusters Score -4002576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -4002588.000000 Penalty: 5243.411621
	Iteration 71Q: 3 clusters Score -4002588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4002583.250000 Penalty: 5243.411621
	Iteration 72Q: 3 clusters Score -4002583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -4002586.500000 Penalty: 5243.411621
	Iteration 73Q: 3 clusters Score -4002586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4002584.750000 Penalty: 5243.411621
	Iteration 74Q: 3 clusters Score -4002585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -4002586.000000 Penalty: 5243.411621
	Iteration 75Q: 3 clusters Score -4002586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -4002586.750000 Penalty: 5243.411621
	Iteration 76Q: 3 clusters Score -4002587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -4002584.500000 Penalty: 5243.411621
	Iteration 77Q: 3 clusters Score -4002584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -4002584.500000 Penalty: 5243.411621
	Iteration 78F: 3 clusters Score -4002584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85839 members 
Entering Unmasked Estep 
Score: -9048804.000000 Penalty: 2817.336670
	Iteration 0F: 2 clusters Score -9048804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -8991264.000000 Penalty: 5634.673340
	Iteration 0F: 3 clusters Score -8991264 nChanged 40399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -9015009.000000 Penalty: 5634.673340
	Iteration 1F: 3 clusters Score -9015009 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -9016348.000000 Penalty: 5634.673340
	Iteration 2Q: 3 clusters Score -9016348 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -9018149.000000 Penalty: 5634.673340
	Iteration 3Q: 3 clusters Score -9018149 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -9020497.000000 Penalty: 5634.673340
	Iteration 4F: 3 clusters Score -9020497 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -9023846.000000 Penalty: 5634.673340
	Iteration 5F: 3 clusters Score -9023846 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -9028768.000000 Penalty: 5634.673340
	Iteration 6F: 3 clusters Score -9028768 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9033833.000000 Penalty: 5634.673340
	Iteration 7F: 3 clusters Score -9033833 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -9036936.000000 Penalty: 5634.673340
	Iteration 8F: 3 clusters Score -9036936 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -9038106.000000 Penalty: 5634.673340
	Iteration 9Q: 3 clusters Score -9038106 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -9038588.000000 Penalty: 5634.673340
	Iteration 10Q: 3 clusters Score -9038588 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -9038932.000000 Penalty: 5634.673340
	Iteration 11Q: 3 clusters Score -9038932 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -9039136.000000 Penalty: 5634.673340
	Iteration 12Q: 3 clusters Score -9039136 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -9039292.000000 Penalty: 5634.673340
	Iteration 13Q: 3 clusters Score -9039292 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -9039400.000000 Penalty: 5634.673340
	Iteration 14Q: 3 clusters Score -9039400 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -9039467.000000 Penalty: 5634.673340
	Iteration 15Q: 3 clusters Score -9039467 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -9039569.000000 Penalty: 5634.673340
	Iteration 16Q: 3 clusters Score -9039569 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -9039655.000000 Penalty: 5634.673340
	Iteration 17Q: 3 clusters Score -9039655 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -9039697.000000 Penalty: 5634.673340
	Iteration 18Q: 3 clusters Score -9039697 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 52790 members 
Entering Unmasked Estep 
Score: -9039763.000000 Penalty: 5634.673340
	Iteration 19Q: 3 clusters Score -9039763 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -9039824.000000 Penalty: 5634.673340
	Iteration 20F: 3 clusters Score -9039824 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -9039829.000000 Penalty: 5634.673340
	Iteration 21Q: 3 clusters Score -9039829 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -9039834.000000 Penalty: 5634.673340
	Iteration 22Q: 3 clusters Score -9039834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 53235 members 
Entering Unmasked Estep 
Score: -9039855.000000 Penalty: 5634.673340
	Iteration 23Q: 3 clusters Score -9039855 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -9039858.000000 Penalty: 5634.673340
	Iteration 24Q: 3 clusters Score -9039858 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -9039878.000000 Penalty: 5634.673340
	Iteration 25Q: 3 clusters Score -9039878 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -9039873.000000 Penalty: 5634.673340
	Iteration 26Q: 3 clusters Score -9039873 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -9039885.000000 Penalty: 5634.673340
	Iteration 27Q: 3 clusters Score -9039885 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -9039888.000000 Penalty: 5634.673340
	Iteration 28Q: 3 clusters Score -9039888 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -9039873.000000 Penalty: 5634.673340
	Iteration 29Q: 3 clusters Score -9039873 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -9039898.000000 Penalty: 5634.673340
	Iteration 30Q: 3 clusters Score -9039898 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -9039896.000000 Penalty: 5634.673340
	Iteration 31Q: 3 clusters Score -9039896 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -9039901.000000 Penalty: 5634.673340
	Iteration 32Q: 3 clusters Score -9039901 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -9039923.000000 Penalty: 5634.673340
	Iteration 33Q: 3 clusters Score -9039923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -9039911.000000 Penalty: 5634.673340
	Iteration 34Q: 3 clusters Score -9039911 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -9039908.000000 Penalty: 5634.673340
	Iteration 35Q: 3 clusters Score -9039908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -9039920.000000 Penalty: 5634.673340
	Iteration 36Q: 3 clusters Score -9039920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -9039920.000000 Penalty: 5634.673340
	Iteration 37Q: 3 clusters Score -9039920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -9039928.000000 Penalty: 5634.673340
	Iteration 38Q: 3 clusters Score -9039928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -9039917.000000 Penalty: 5634.673340
	Iteration 39Q: 3 clusters Score -9039917 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -9039917.000000 Penalty: 5634.673340
	Iteration 40F: 3 clusters Score -9039917 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 55053 members 
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Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 55286 members 
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Mstep: Class 1 contains 30428 members 
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Mstep: Class 1 contains 30303 members 
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Mstep: Class 1 contains 30169 members 
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Mstep: Class 1 contains 30024 members 
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Mstep: Class 1 contains 29869 members 
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Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28975 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 57082 members 
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Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 57529 members 
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Mstep: Class 2 contains 57746 members 
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Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 58273 members 
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Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 58534 members 
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Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 58824 members 
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Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 59736 members 
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Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 60094 members 
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Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 60456 members 
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Mstep: Class 1 contains 25036 members 
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Mstep: Class 2 contains 61938 members 
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Mstep: Class 1 contains 20167 members 
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Mstep: Class 2 contains 68997 members 
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Mstep: Class 1 contains 14961 members 
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Mstep: Class 1 contains 4813 members 
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	Iteration 126Q: 3 clusters Score -9046302 nChanged 34
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	Iteration 132Q: 3 clusters Score -9046384 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 84741 members 
Entering Unmasked Estep 
Score: -9046398.000000 Penalty: 5634.673340
	Iteration 133Q: 3 clusters Score -9046398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -9046402.000000 Penalty: 5634.673340
	Iteration 134Q: 3 clusters Score -9046402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -9046412.000000 Penalty: 5634.673340
	Iteration 135Q: 3 clusters Score -9046412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -9046432.000000 Penalty: 5634.673340
	Iteration 136Q: 3 clusters Score -9046432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -9046427.000000 Penalty: 5634.673340
	Iteration 137Q: 3 clusters Score -9046427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -9046433.000000 Penalty: 5634.673340
	Iteration 138Q: 3 clusters Score -9046433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -9046445.000000 Penalty: 5634.673340
	Iteration 139Q: 3 clusters Score -9046445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -9046451.000000 Penalty: 5634.673340
	Iteration 140F: 3 clusters Score -9046451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -9046456.000000 Penalty: 5634.673340
	Iteration 141Q: 3 clusters Score -9046456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -9046454.000000 Penalty: 5634.673340
	Iteration 142Q: 3 clusters Score -9046454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -9046456.000000 Penalty: 5634.673340
	Iteration 143Q: 3 clusters Score -9046456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -9046459.000000 Penalty: 5634.673340
	Iteration 144Q: 3 clusters Score -9046459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 84883 members 
Entering Unmasked Estep 
Score: -9046457.000000 Penalty: 5634.673340
	Iteration 145Q: 3 clusters Score -9046457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 84887 members 
Entering Unmasked Estep 
Score: -9046458.000000 Penalty: 5634.673340
	Iteration 146Q: 3 clusters Score -9046458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -9046459.000000 Penalty: 5634.673340
	Iteration 147Q: 3 clusters Score -9046459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -9046462.000000 Penalty: 5634.673340
	Iteration 148Q: 3 clusters Score -9046462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -9046466.000000 Penalty: 5634.673340
	Iteration 149Q: 3 clusters Score -9046466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -9046470.000000 Penalty: 5634.673340
	Iteration 150Q: 3 clusters Score -9046470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -9046470.000000 Penalty: 5634.673340
	Iteration 151F: 3 clusters Score -9046470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Entering Unmasked Estep 
Score: -2530687.250000 Penalty: 2497.846924
	Iteration 0F: 2 clusters Score -2530687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2514297.250000 Penalty: 4995.693848
	Iteration 0F: 3 clusters Score -2514297 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2519798.000000 Penalty: 4995.693848
	Iteration 1F: 3 clusters Score -2519798 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2520227.500000 Penalty: 4995.693848
	Iteration 2F: 3 clusters Score -2520228 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2520638.500000 Penalty: 4995.693848
	Iteration 3Q: 3 clusters Score -2520638 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2521069.250000 Penalty: 4995.693848
	Iteration 4Q: 3 clusters Score -2521069 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2521667.750000 Penalty: 4995.693848
	Iteration 5Q: 3 clusters Score -2521668 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2522530.000000 Penalty: 4995.693848
	Iteration 6F: 3 clusters Score -2522530 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2523738.000000 Penalty: 4995.693848
	Iteration 7F: 3 clusters Score -2523738 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2525164.500000 Penalty: 4995.693848
	Iteration 8F: 3 clusters Score -2525164 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2526587.500000 Penalty: 4995.693848
	Iteration 9F: 3 clusters Score -2526588 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2527571.500000 Penalty: 4995.693848
	Iteration 10Q: 3 clusters Score -2527572 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2528089.250000 Penalty: 4995.693848
	Iteration 11Q: 3 clusters Score -2528089 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2528296.500000 Penalty: 4995.693848
	Iteration 12Q: 3 clusters Score -2528296 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2528406.000000 Penalty: 4995.693848
	Iteration 13Q: 3 clusters Score -2528406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2528474.250000 Penalty: 4995.693848
	Iteration 14Q: 3 clusters Score -2528474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2528516.000000 Penalty: 4995.693848
	Iteration 15Q: 3 clusters Score -2528516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2528541.250000 Penalty: 4995.693848
	Iteration 16Q: 3 clusters Score -2528541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2528568.250000 Penalty: 4995.693848
	Iteration 17Q: 3 clusters Score -2528568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2528577.750000 Penalty: 4995.693848
	Iteration 18Q: 3 clusters Score -2528578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2528583.500000 Penalty: 4995.693848
	Iteration 19Q: 3 clusters Score -2528584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2528586.500000 Penalty: 4995.693848
	Iteration 20F: 3 clusters Score -2528586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2528585.500000 Penalty: 4995.693848
	Iteration 21Q: 3 clusters Score -2528586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2528588.250000 Penalty: 4995.693848
	Iteration 22Q: 3 clusters Score -2528588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2528589.750000 Penalty: 4995.693848
	Iteration 23Q: 3 clusters Score -2528590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2528590.000000 Penalty: 4995.693848
	Iteration 24Q: 3 clusters Score -2528590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2528594.000000 Penalty: 4995.693848
	Iteration 25Q: 3 clusters Score -2528594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2528599.250000 Penalty: 4995.693848
	Iteration 26Q: 3 clusters Score -2528599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2528598.250000 Penalty: 4995.693848
	Iteration 27Q: 3 clusters Score -2528598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2528598.250000 Penalty: 4995.693848
	Iteration 28F: 3 clusters Score -2528598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73813.656250 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73813.66 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74225.078125 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74225.08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74527.500000 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74527.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74890.843750 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -74890.84 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75166.757812 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -75166.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -75357.890625 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -75357.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -75468.421875 Penalty: 3333.229248
	Iteration 6F: 3 clusters Score -75468.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -75573.695312 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -75573.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -75621.085938 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -75621.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -75663.062500 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -75663.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -75711.242188 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -75711.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -75760.320312 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -75760.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -75784.656250 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -75784.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -75799.304688 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -75799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -75815.570312 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -75815.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -75815.570312 Penalty: 3333.229248
	Iteration 15F: 3 clusters Score -75815.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 4 contains 67826 members 
Mstep: Class 5 contains 215091 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9235 members 
Mstep: Class 11 contains 198901 members 
Mstep: Class 14 contains 39003 members 
Mstep: Class 15 contains 85839 members 
Mstep: Class 16 contains 23670 members 
Mstep: Class 17 contains 133 members 
Mstep: Class 18 contains 17077 members 
Mstep: Class 19 contains 4616 members 
Mstep: Class 21 contains 5421 members 
Entering Unmasked Estep 
Score: -70057040.000000 Penalty: 46637.949219
Splitting cluster 17 changes total score from -70058432.000000 to -70057040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (17077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Entering Unmasked Estep 
Score: -1823306.500000 Penalty: 2416.881104
	Iteration 0F: 2 clusters Score -1823306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1811029.125000 Penalty: 4833.762207
	Iteration 0F: 3 clusters Score -1811029 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1814959.500000 Penalty: 4833.762207
	Iteration 1F: 3 clusters Score -1814960 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1815358.250000 Penalty: 4833.762207
	Iteration 2F: 3 clusters Score -1815358 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1815700.875000 Penalty: 4833.762207
	Iteration 3Q: 3 clusters Score -1815701 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1815979.625000 Penalty: 4833.762207
	Iteration 4Q: 3 clusters Score -1815980 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1816249.000000 Penalty: 4833.762207
	Iteration 5Q: 3 clusters Score -1816249 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1816520.625000 Penalty: 4833.762207
	Iteration 6Q: 3 clusters Score -1816521 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1816767.375000 Penalty: 4833.762207
	Iteration 7Q: 3 clusters Score -1816767 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1817028.000000 Penalty: 4833.762207
	Iteration 8Q: 3 clusters Score -1817028 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1817313.000000 Penalty: 4833.762207
	Iteration 9Q: 3 clusters Score -1817313 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1817643.000000 Penalty: 4833.762207
	Iteration 10Q: 3 clusters Score -1817643 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1818021.250000 Penalty: 4833.762207
	Iteration 11Q: 3 clusters Score -1818021 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1818419.000000 Penalty: 4833.762207
	Iteration 12Q: 3 clusters Score -1818419 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1818777.375000 Penalty: 4833.762207
	Iteration 13Q: 3 clusters Score -1818777 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1819097.000000 Penalty: 4833.762207
	Iteration 14Q: 3 clusters Score -1819097 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1819347.625000 Penalty: 4833.762207
	Iteration 15Q: 3 clusters Score -1819348 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1819539.875000 Penalty: 4833.762207
	Iteration 16Q: 3 clusters Score -1819540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1819694.625000 Penalty: 4833.762207
	Iteration 17Q: 3 clusters Score -1819695 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1819834.750000 Penalty: 4833.762207
	Iteration 18Q: 3 clusters Score -1819835 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1819936.750000 Penalty: 4833.762207
	Iteration 19Q: 3 clusters Score -1819937 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1820041.875000 Penalty: 4833.762207
	Iteration 20F: 3 clusters Score -1820042 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1820165.625000 Penalty: 4833.762207
	Iteration 21Q: 3 clusters Score -1820166 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1820290.125000 Penalty: 4833.762207
	Iteration 22Q: 3 clusters Score -1820290 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1820409.000000 Penalty: 4833.762207
	Iteration 23Q: 3 clusters Score -1820409 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1820523.375000 Penalty: 4833.762207
	Iteration 24Q: 3 clusters Score -1820523 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1820646.375000 Penalty: 4833.762207
	Iteration 25Q: 3 clusters Score -1820646 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1820754.625000 Penalty: 4833.762207
	Iteration 26Q: 3 clusters Score -1820755 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1820859.125000 Penalty: 4833.762207
	Iteration 27Q: 3 clusters Score -1820859 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1820970.625000 Penalty: 4833.762207
	Iteration 28Q: 3 clusters Score -1820971 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1821052.125000 Penalty: 4833.762207
	Iteration 29Q: 3 clusters Score -1821052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1821106.875000 Penalty: 4833.762207
	Iteration 30Q: 3 clusters Score -1821107 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1821163.375000 Penalty: 4833.762207
	Iteration 31Q: 3 clusters Score -1821163 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1821219.000000 Penalty: 4833.762207
	Iteration 32Q: 3 clusters Score -1821219 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1821255.625000 Penalty: 4833.762207
	Iteration 33Q: 3 clusters Score -1821256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1821299.625000 Penalty: 4833.762207
	Iteration 34Q: 3 clusters Score -1821300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1821335.750000 Penalty: 4833.762207
	Iteration 35Q: 3 clusters Score -1821336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1821363.625000 Penalty: 4833.762207
	Iteration 36Q: 3 clusters Score -1821364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1821385.625000 Penalty: 4833.762207
	Iteration 37Q: 3 clusters Score -1821386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1821407.625000 Penalty: 4833.762207
	Iteration 38Q: 3 clusters Score -1821408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1821419.625000 Penalty: 4833.762207
	Iteration 39Q: 3 clusters Score -1821420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1821430.875000 Penalty: 4833.762207
	Iteration 40F: 3 clusters Score -1821431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1821440.875000 Penalty: 4833.762207
	Iteration 41Q: 3 clusters Score -1821441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1821445.625000 Penalty: 4833.762207
	Iteration 42Q: 3 clusters Score -1821446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1821461.625000 Penalty: 4833.762207
	Iteration 43Q: 3 clusters Score -1821462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1821476.125000 Penalty: 4833.762207
	Iteration 44Q: 3 clusters Score -1821476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1821504.375000 Penalty: 4833.762207
	Iteration 45Q: 3 clusters Score -1821504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1821536.875000 Penalty: 4833.762207
	Iteration 46Q: 3 clusters Score -1821537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1821577.000000 Penalty: 4833.762207
	Iteration 47Q: 3 clusters Score -1821577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1821595.375000 Penalty: 4833.762207
	Iteration 48Q: 3 clusters Score -1821595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1821608.625000 Penalty: 4833.762207
	Iteration 49Q: 3 clusters Score -1821609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1821623.875000 Penalty: 4833.762207
	Iteration 50Q: 3 clusters Score -1821624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1821629.000000 Penalty: 4833.762207
	Iteration 51Q: 3 clusters Score -1821629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1821636.875000 Penalty: 4833.762207
	Iteration 52Q: 3 clusters Score -1821637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1821639.250000 Penalty: 4833.762207
	Iteration 53Q: 3 clusters Score -1821639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1821640.750000 Penalty: 4833.762207
	Iteration 54Q: 3 clusters Score -1821641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1821646.750000 Penalty: 4833.762207
	Iteration 55Q: 3 clusters Score -1821647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1821647.000000 Penalty: 4833.762207
	Iteration 56Q: 3 clusters Score -1821647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1821652.250000 Penalty: 4833.762207
	Iteration 57Q: 3 clusters Score -1821652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1821650.625000 Penalty: 4833.762207
	Iteration 58Q: 3 clusters Score -1821651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1821653.500000 Penalty: 4833.762207
	Iteration 59Q: 3 clusters Score -1821654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1821660.500000 Penalty: 4833.762207
	Iteration 60F: 3 clusters Score -1821660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1821671.750000 Penalty: 4833.762207
	Iteration 61Q: 3 clusters Score -1821672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1821676.750000 Penalty: 4833.762207
	Iteration 62Q: 3 clusters Score -1821677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1821680.750000 Penalty: 4833.762207
	Iteration 63Q: 3 clusters Score -1821681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1821684.500000 Penalty: 4833.762207
	Iteration 64Q: 3 clusters Score -1821684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1821688.125000 Penalty: 4833.762207
	Iteration 65Q: 3 clusters Score -1821688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1821689.750000 Penalty: 4833.762207
	Iteration 66Q: 3 clusters Score -1821690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1821688.750000 Penalty: 4833.762207
	Iteration 67Q: 3 clusters Score -1821689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1821696.750000 Penalty: 4833.762207
	Iteration 68Q: 3 clusters Score -1821697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1821700.000000 Penalty: 4833.762207
	Iteration 69Q: 3 clusters Score -1821700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1821706.375000 Penalty: 4833.762207
	Iteration 70Q: 3 clusters Score -1821706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1821708.500000 Penalty: 4833.762207
	Iteration 71Q: 3 clusters Score -1821708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1821709.875000 Penalty: 4833.762207
	Iteration 72Q: 3 clusters Score -1821710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1821712.000000 Penalty: 4833.762207
	Iteration 73Q: 3 clusters Score -1821712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1821713.000000 Penalty: 4833.762207
	Iteration 74Q: 3 clusters Score -1821713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1821713.000000 Penalty: 4833.762207
	Iteration 75F: 3 clusters Score -1821713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Entering Unmasked Estep 
Score: -461650.437500 Penalty: 2092.446289
	Iteration 0F: 2 clusters Score -461650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -457359.500000 Penalty: 4184.892578
	Iteration 0F: 3 clusters Score -457359.5 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -458329.937500 Penalty: 4184.892578
	Iteration 1F: 3 clusters Score -458329.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -458549.500000 Penalty: 4184.892578
	Iteration 2F: 3 clusters Score -458549.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -458671.593750 Penalty: 4184.892578
	Iteration 3Q: 3 clusters Score -458671.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -458747.343750 Penalty: 4184.892578
	Iteration 4Q: 3 clusters Score -458747.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -458806.062500 Penalty: 4184.892578
	Iteration 5Q: 3 clusters Score -458806.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -458857.781250 Penalty: 4184.892578
	Iteration 6Q: 3 clusters Score -458857.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -458903.000000 Penalty: 4184.892578
	Iteration 7Q: 3 clusters Score -458903 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -458949.312500 Penalty: 4184.892578
	Iteration 8Q: 3 clusters Score -458949.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -458999.968750 Penalty: 4184.892578
	Iteration 9Q: 3 clusters Score -459000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -459065.375000 Penalty: 4184.892578
	Iteration 10Q: 3 clusters Score -459065.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -459126.468750 Penalty: 4184.892578
	Iteration 11Q: 3 clusters Score -459126.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -459202.031250 Penalty: 4184.892578
	Iteration 12Q: 3 clusters Score -459202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -459283.593750 Penalty: 4184.892578
	Iteration 13Q: 3 clusters Score -459283.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -459366.187500 Penalty: 4184.892578
	Iteration 14Q: 3 clusters Score -459366.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -459445.250000 Penalty: 4184.892578
	Iteration 15Q: 3 clusters Score -459445.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -459511.281250 Penalty: 4184.892578
	Iteration 16Q: 3 clusters Score -459511.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -459557.031250 Penalty: 4184.892578
	Iteration 17Q: 3 clusters Score -459557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -459611.625000 Penalty: 4184.892578
	Iteration 18Q: 3 clusters Score -459611.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -459658.562500 Penalty: 4184.892578
	Iteration 19Q: 3 clusters Score -459658.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -459706.250000 Penalty: 4184.892578
	Iteration 20F: 3 clusters Score -459706.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -459744.812500 Penalty: 4184.892578
	Iteration 21Q: 3 clusters Score -459744.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -459768.656250 Penalty: 4184.892578
	Iteration 22Q: 3 clusters Score -459768.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -459781.562500 Penalty: 4184.892578
	Iteration 23Q: 3 clusters Score -459781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -459789.781250 Penalty: 4184.892578
	Iteration 24Q: 3 clusters Score -459789.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -459800.781250 Penalty: 4184.892578
	Iteration 25Q: 3 clusters Score -459800.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -459816.843750 Penalty: 4184.892578
	Iteration 26Q: 3 clusters Score -459816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -459832.218750 Penalty: 4184.892578
	Iteration 27Q: 3 clusters Score -459832.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -459844.531250 Penalty: 4184.892578
	Iteration 28Q: 3 clusters Score -459844.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -459860.843750 Penalty: 4184.892578
	Iteration 29Q: 3 clusters Score -459860.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -459874.187500 Penalty: 4184.892578
	Iteration 30Q: 3 clusters Score -459874.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -459884.031250 Penalty: 4184.892578
	Iteration 31Q: 3 clusters Score -459884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -459894.750000 Penalty: 4184.892578
	Iteration 32Q: 3 clusters Score -459894.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -459904.062500 Penalty: 4184.892578
	Iteration 33Q: 3 clusters Score -459904.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -459913.531250 Penalty: 4184.892578
	Iteration 34Q: 3 clusters Score -459913.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -459923.593750 Penalty: 4184.892578
	Iteration 35Q: 3 clusters Score -459923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -459930.250000 Penalty: 4184.892578
	Iteration 36Q: 3 clusters Score -459930.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -459937.406250 Penalty: 4184.892578
	Iteration 37Q: 3 clusters Score -459937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -459940.281250 Penalty: 4184.892578
	Iteration 38Q: 3 clusters Score -459940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -459945.218750 Penalty: 4184.892578
	Iteration 39Q: 3 clusters Score -459945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -459950.218750 Penalty: 4184.892578
	Iteration 40F: 3 clusters Score -459950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -459953.656250 Penalty: 4184.892578
	Iteration 41Q: 3 clusters Score -459953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -459954.656250 Penalty: 4184.892578
	Iteration 42Q: 3 clusters Score -459954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -459956.343750 Penalty: 4184.892578
	Iteration 43Q: 3 clusters Score -459956.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -459956.375000 Penalty: 4184.892578
	Iteration 44Q: 3 clusters Score -459956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -459959.500000 Penalty: 4184.892578
	Iteration 45Q: 3 clusters Score -459959.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -459961.468750 Penalty: 4184.892578
	Iteration 46Q: 3 clusters Score -459961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -459962.406250 Penalty: 4184.892578
	Iteration 47Q: 3 clusters Score -459962.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -459962.406250 Penalty: 4184.892578
	Iteration 48F: 3 clusters Score -459962.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -558900.750000 Penalty: 2132.312988
	Iteration 0F: 2 clusters Score -558900.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -554128.625000 Penalty: 4264.625977
	Iteration 0F: 3 clusters Score -554128.6 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -555322.500000 Penalty: 4264.625977
	Iteration 1F: 3 clusters Score -555322.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -555544.937500 Penalty: 4264.625977
	Iteration 2F: 3 clusters Score -555544.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -555683.812500 Penalty: 4264.625977
	Iteration 3Q: 3 clusters Score -555683.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -555788.312500 Penalty: 4264.625977
	Iteration 4Q: 3 clusters Score -555788.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -555883.625000 Penalty: 4264.625977
	Iteration 5Q: 3 clusters Score -555883.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -555956.312500 Penalty: 4264.625977
	Iteration 6Q: 3 clusters Score -555956.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -556022.187500 Penalty: 4264.625977
	Iteration 7Q: 3 clusters Score -556022.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -556070.687500 Penalty: 4264.625977
	Iteration 8Q: 3 clusters Score -556070.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -556113.687500 Penalty: 4264.625977
	Iteration 9Q: 3 clusters Score -556113.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -556156.875000 Penalty: 4264.625977
	Iteration 10Q: 3 clusters Score -556156.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -556194.687500 Penalty: 4264.625977
	Iteration 11Q: 3 clusters Score -556194.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -556228.125000 Penalty: 4264.625977
	Iteration 12Q: 3 clusters Score -556228.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -556261.625000 Penalty: 4264.625977
	Iteration 13Q: 3 clusters Score -556261.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -556289.937500 Penalty: 4264.625977
	Iteration 14Q: 3 clusters Score -556289.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -556312.562500 Penalty: 4264.625977
	Iteration 15Q: 3 clusters Score -556312.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -556333.812500 Penalty: 4264.625977
	Iteration 16Q: 3 clusters Score -556333.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -556348.875000 Penalty: 4264.625977
	Iteration 17Q: 3 clusters Score -556348.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -556361.812500 Penalty: 4264.625977
	Iteration 18Q: 3 clusters Score -556361.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -556375.312500 Penalty: 4264.625977
	Iteration 19Q: 3 clusters Score -556375.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -556383.625000 Penalty: 4264.625977
	Iteration 20F: 3 clusters Score -556383.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -556390.062500 Penalty: 4264.625977
	Iteration 21Q: 3 clusters Score -556390.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -556401.437500 Penalty: 4264.625977
	Iteration 22Q: 3 clusters Score -556401.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -556410.000000 Penalty: 4264.625977
	Iteration 23Q: 3 clusters Score -556410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -556416.375000 Penalty: 4264.625977
	Iteration 24Q: 3 clusters Score -556416.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -556422.562500 Penalty: 4264.625977
	Iteration 25Q: 3 clusters Score -556422.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -556429.187500 Penalty: 4264.625977
	Iteration 26Q: 3 clusters Score -556429.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -556434.250000 Penalty: 4264.625977
	Iteration 27Q: 3 clusters Score -556434.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -556437.625000 Penalty: 4264.625977
	Iteration 28Q: 3 clusters Score -556437.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -556440.875000 Penalty: 4264.625977
	Iteration 29Q: 3 clusters Score -556440.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -556440.625000 Penalty: 4264.625977
	Iteration 30Q: 3 clusters Score -556440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -556443.062500 Penalty: 4264.625977
	Iteration 31Q: 3 clusters Score -556443.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -556444.437500 Penalty: 4264.625977
	Iteration 32Q: 3 clusters Score -556444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -556446.062500 Penalty: 4264.625977
	Iteration 33Q: 3 clusters Score -556446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -556446.187500 Penalty: 4264.625977
	Iteration 34Q: 3 clusters Score -556446.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -556446.875000 Penalty: 4264.625977
	Iteration 35Q: 3 clusters Score -556446.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -556446.875000 Penalty: 4264.625977
	Iteration 36F: 3 clusters Score -556446.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 4 contains 67826 members 
Mstep: Class 5 contains 215091 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9235 members 
Mstep: Class 11 contains 198901 members 
Mstep: Class 14 contains 39003 members 
Mstep: Class 15 contains 85839 members 
Mstep: Class 16 contains 23670 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17077 members 
Mstep: Class 19 contains 4616 members 
Mstep: Class 21 contains 5421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058440.000000 Penalty: 43306.667969
Iteration 159Q: 14 clusters Score -7.005844e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 4 contains 67893 members 
Mstep: Class 5 contains 215095 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9221 members 
Mstep: Class 11 contains 198806 members 
Mstep: Class 14 contains 39024 members 
Mstep: Class 15 contains 85841 members 
Mstep: Class 16 contains 23682 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17104 members 
Mstep: Class 19 contains 4610 members 
Mstep: Class 21 contains 5417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058408.000000 Penalty: 43306.667969
Iteration 160F: 14 clusters Score -7.005841e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 4 contains 67972 members 
Mstep: Class 5 contains 215079 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9209 members 
Mstep: Class 11 contains 198738 members 
Mstep: Class 14 contains 39038 members 
Mstep: Class 15 contains 85848 members 
Mstep: Class 16 contains 23690 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17117 members 
Mstep: Class 19 contains 4613 members 
Mstep: Class 21 contains 5407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058368.000000 Penalty: 43306.667969
Iteration 161Q: 14 clusters Score -7.005837e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 4 contains 68062 members 
Mstep: Class 5 contains 215069 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 9198 members 
Mstep: Class 11 contains 198664 members 
Mstep: Class 14 contains 39044 members 
Mstep: Class 15 contains 85853 members 
Mstep: Class 16 contains 23688 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 4611 members 
Mstep: Class 21 contains 5399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058384.000000 Penalty: 43306.667969
Iteration 162Q: 14 clusters Score -7.005838e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 4 contains 68134 members 
Mstep: Class 5 contains 215075 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9185 members 
Mstep: Class 11 contains 198591 members 
Mstep: Class 14 contains 39048 members 
Mstep: Class 15 contains 85862 members 
Mstep: Class 16 contains 23683 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 21 contains 5399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058384.000000 Penalty: 43306.667969
Iteration 163Q: 14 clusters Score -7.005838e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 4 contains 68206 members 
Mstep: Class 5 contains 215103 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9180 members 
Mstep: Class 11 contains 198525 members 
Mstep: Class 14 contains 39041 members 
Mstep: Class 15 contains 85855 members 
Mstep: Class 16 contains 23674 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17154 members 
Mstep: Class 19 contains 4606 members 
Mstep: Class 21 contains 5397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058360.000000 Penalty: 43306.667969
Iteration 164Q: 14 clusters Score -7.005836e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 4 contains 68278 members 
Mstep: Class 5 contains 215130 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9173 members 
Mstep: Class 11 contains 198445 members 
Mstep: Class 14 contains 39037 members 
Mstep: Class 15 contains 85854 members 
Mstep: Class 16 contains 23673 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17173 members 
Mstep: Class 19 contains 4603 members 
Mstep: Class 21 contains 5385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058448.000000 Penalty: 43306.667969
Iteration 165Q: 14 clusters Score -7.005845e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 4 contains 68342 members 
Mstep: Class 5 contains 215155 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9168 members 
Mstep: Class 11 contains 198366 members 
Mstep: Class 14 contains 39037 members 
Mstep: Class 15 contains 85857 members 
Mstep: Class 16 contains 23676 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17182 members 
Mstep: Class 19 contains 4603 members 
Mstep: Class 21 contains 5378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058448.000000 Penalty: 43306.667969
Iteration 166Q: 14 clusters Score -7.005845e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 4 contains 68421 members 
Mstep: Class 5 contains 215222 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9163 members 
Mstep: Class 11 contains 198252 members 
Mstep: Class 14 contains 39036 members 
Mstep: Class 15 contains 85859 members 
Mstep: Class 16 contains 23676 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17191 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 21 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058528.000000 Penalty: 43306.667969
Iteration 167Q: 14 clusters Score -7.005853e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 4 contains 68493 members 
Mstep: Class 5 contains 215244 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9155 members 
Mstep: Class 11 contains 198157 members 
Mstep: Class 14 contains 39050 members 
Mstep: Class 15 contains 85869 members 
Mstep: Class 16 contains 23679 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17203 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 21 contains 5345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058544.000000 Penalty: 43306.667969
Iteration 168Q: 14 clusters Score -7.005854e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 4 contains 68576 members 
Mstep: Class 5 contains 215275 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 198040 members 
Mstep: Class 14 contains 39048 members 
Mstep: Class 15 contains 85876 members 
Mstep: Class 16 contains 23681 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17219 members 
Mstep: Class 19 contains 4594 members 
Mstep: Class 21 contains 5347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058464.000000 Penalty: 43306.667969
Iteration 169Q: 14 clusters Score -7.005846e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 4 contains 68643 members 
Mstep: Class 5 contains 215313 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 197926 members 
Mstep: Class 14 contains 39050 members 
Mstep: Class 15 contains 85891 members 
Mstep: Class 16 contains 23688 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17237 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 21 contains 5346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058568.000000 Penalty: 43306.667969
Iteration 170Q: 14 clusters Score -7.005857e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 4 contains 68718 members 
Mstep: Class 5 contains 215359 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9133 members 
Mstep: Class 11 contains 197769 members 
Mstep: Class 14 contains 39046 members 
Mstep: Class 15 contains 85925 members 
Mstep: Class 16 contains 23692 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17255 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 21 contains 5355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058376.000000 Penalty: 43306.667969
Iteration 171Q: 14 clusters Score -7.005838e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 4 contains 68792 members 
Mstep: Class 5 contains 215393 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9124 members 
Mstep: Class 11 contains 197608 members 
Mstep: Class 14 contains 39052 members 
Mstep: Class 15 contains 85974 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17275 members 
Mstep: Class 19 contains 4603 members 
Mstep: Class 21 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058312.000000 Penalty: 43306.667969
Iteration 172Q: 14 clusters Score -7.005831e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 4 contains 68852 members 
Mstep: Class 5 contains 215476 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 197417 members 
Mstep: Class 14 contains 39048 members 
Mstep: Class 15 contains 86043 members 
Mstep: Class 16 contains 23688 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17300 members 
Mstep: Class 19 contains 4602 members 
Mstep: Class 21 contains 5362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058224.000000 Penalty: 43306.667969
Iteration 173Q: 14 clusters Score -7.005822e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 4 contains 68920 members 
Mstep: Class 5 contains 215555 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9109 members 
Mstep: Class 11 contains 197236 members 
Mstep: Class 14 contains 39047 members 
Mstep: Class 15 contains 86100 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17323 members 
Mstep: Class 19 contains 4598 members 
Mstep: Class 21 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058272.000000 Penalty: 43306.667969
Iteration 174Q: 14 clusters Score -7.005827e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 4 contains 69008 members 
Mstep: Class 5 contains 215643 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 197026 members 
Mstep: Class 14 contains 39058 members 
Mstep: Class 15 contains 86134 members 
Mstep: Class 16 contains 23686 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17346 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 21 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058184.000000 Penalty: 43306.667969
Iteration 175Q: 14 clusters Score -7.005818e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 4 contains 69107 members 
Mstep: Class 5 contains 215721 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 196811 members 
Mstep: Class 14 contains 39068 members 
Mstep: Class 15 contains 86167 members 
Mstep: Class 16 contains 23685 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17367 members 
Mstep: Class 19 contains 4602 members 
Mstep: Class 21 contains 5360 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 14 clusters Score -7.005817e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 4 contains 69207 members 
Mstep: Class 5 contains 215781 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 196613 members 
Mstep: Class 14 contains 39081 members 
Mstep: Class 15 contains 86208 members 
Mstep: Class 16 contains 23684 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17381 members 
Mstep: Class 19 contains 4604 members 
Mstep: Class 21 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 14 clusters Score -7.005809e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 4 contains 69315 members 
Mstep: Class 5 contains 215804 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 196438 members 
Mstep: Class 14 contains 39094 members 
Mstep: Class 15 contains 86260 members 
Mstep: Class 16 contains 23689 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17394 members 
Mstep: Class 19 contains 4600 members 
Mstep: Class 21 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058184.000000 Penalty: 43306.667969
Iteration 178Q: 14 clusters Score -7.005818e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 4 contains 69398 members 
Mstep: Class 5 contains 215839 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9084 members 
Mstep: Class 11 contains 196275 members 
Mstep: Class 14 contains 39095 members 
Mstep: Class 15 contains 86300 members 
Mstep: Class 16 contains 23699 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17412 members 
Mstep: Class 19 contains 4601 members 
Mstep: Class 21 contains 5354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058056.000000 Penalty: 43306.667969
Iteration 179Q: 14 clusters Score -7.005806e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 4 contains 69498 members 
Mstep: Class 5 contains 215852 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9082 members 
Mstep: Class 11 contains 196111 members 
Mstep: Class 14 contains 39096 members 
Mstep: Class 15 contains 86335 members 
Mstep: Class 16 contains 23706 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17437 members 
Mstep: Class 19 contains 4602 members 
Mstep: Class 21 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057968.000000 Penalty: 43306.667969
Iteration 180F: 14 clusters Score -7.005797e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 4 contains 69610 members 
Mstep: Class 5 contains 215891 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9072 members 
Mstep: Class 11 contains 195907 members 
Mstep: Class 14 contains 39103 members 
Mstep: Class 15 contains 86391 members 
Mstep: Class 16 contains 23716 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17453 members 
Mstep: Class 19 contains 4603 members 
Mstep: Class 21 contains 5358 members 
Entering Unmasked Estep 
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Iteration 181Q: 14 clusters Score -7.005802e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 4 contains 69727 members 
Mstep: Class 5 contains 215927 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 195682 members 
Mstep: Class 14 contains 39101 members 
Mstep: Class 15 contains 86459 members 
Mstep: Class 16 contains 23733 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17466 members 
Mstep: Class 19 contains 4600 members 
Mstep: Class 21 contains 5369 members 
Entering Unmasked Estep 
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Score: -70057912.000000 Penalty: 43306.667969
Iteration 182Q: 14 clusters Score -7.005791e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 4 contains 69849 members 
Mstep: Class 5 contains 215950 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9059 members 
Mstep: Class 11 contains 195468 members 
Mstep: Class 14 contains 39108 members 
Mstep: Class 15 contains 86517 members 
Mstep: Class 16 contains 23750 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17486 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 21 contains 5374 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 14 clusters Score -7.005794e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 4 contains 69960 members 
Mstep: Class 5 contains 215992 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 195257 members 
Mstep: Class 14 contains 39113 members 
Mstep: Class 15 contains 86584 members 
Mstep: Class 16 contains 23755 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17500 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 21 contains 5376 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 14 clusters Score -7.005794e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 4 contains 70065 members 
Mstep: Class 5 contains 216039 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9050 members 
Mstep: Class 11 contains 195034 members 
Mstep: Class 14 contains 39111 members 
Mstep: Class 15 contains 86645 members 
Mstep: Class 16 contains 23767 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17515 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 21 contains 5386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057840.000000 Penalty: 43306.667969
Iteration 185Q: 14 clusters Score -7.005784e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 4 contains 70172 members 
Mstep: Class 5 contains 216098 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9044 members 
Mstep: Class 11 contains 194796 members 
Mstep: Class 14 contains 39115 members 
Mstep: Class 15 contains 86711 members 
Mstep: Class 16 contains 23772 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17524 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 21 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057904.000000 Penalty: 43306.667969
Iteration 186Q: 14 clusters Score -7.00579e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 4 contains 70284 members 
Mstep: Class 5 contains 216177 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 9039 members 
Mstep: Class 11 contains 194546 members 
Mstep: Class 14 contains 39109 members 
Mstep: Class 15 contains 86771 members 
Mstep: Class 16 contains 23780 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17532 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 21 contains 5405 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 14 clusters Score -7.005799e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 4 contains 70399 members 
Mstep: Class 5 contains 216259 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 11 contains 194284 members 
Mstep: Class 14 contains 39113 members 
Mstep: Class 15 contains 86841 members 
Mstep: Class 16 contains 23785 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17537 members 
Mstep: Class 19 contains 4592 members 
Mstep: Class 21 contains 5404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057784.000000 Penalty: 43306.667969
Iteration 188Q: 14 clusters Score -7.005778e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 4 contains 70490 members 
Mstep: Class 5 contains 216331 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 194052 members 
Mstep: Class 14 contains 39120 members 
Mstep: Class 15 contains 86903 members 
Mstep: Class 16 contains 23801 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17546 members 
Mstep: Class 19 contains 4588 members 
Mstep: Class 21 contains 5408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057520.000000 Penalty: 43306.667969
Iteration 189Q: 14 clusters Score -7.005752e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 4 contains 70596 members 
Mstep: Class 5 contains 216390 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9010 members 
Mstep: Class 11 contains 193802 members 
Mstep: Class 14 contains 39129 members 
Mstep: Class 15 contains 86963 members 
Mstep: Class 16 contains 23811 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17559 members 
Mstep: Class 19 contains 4588 members 
Mstep: Class 21 contains 5423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057632.000000 Penalty: 43306.667969
Iteration 190Q: 14 clusters Score -7.005763e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 4 contains 70693 members 
Mstep: Class 5 contains 216464 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 9001 members 
Mstep: Class 11 contains 193556 members 
Mstep: Class 14 contains 39124 members 
Mstep: Class 15 contains 87019 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17569 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 21 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057544.000000 Penalty: 43306.667969
Iteration 191Q: 14 clusters Score -7.005754e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 4 contains 70805 members 
Mstep: Class 5 contains 216543 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8986 members 
Mstep: Class 11 contains 193271 members 
Mstep: Class 14 contains 39129 members 
Mstep: Class 15 contains 87098 members 
Mstep: Class 16 contains 23840 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17576 members 
Mstep: Class 19 contains 4582 members 
Mstep: Class 21 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057520.000000 Penalty: 43306.667969
Iteration 192Q: 14 clusters Score -7.005752e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 4 contains 70925 members 
Mstep: Class 5 contains 216613 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8974 members 
Mstep: Class 11 contains 193003 members 
Mstep: Class 14 contains 39130 members 
Mstep: Class 15 contains 87175 members 
Mstep: Class 16 contains 23849 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 19 contains 4579 members 
Mstep: Class 21 contains 5476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057544.000000 Penalty: 43306.667969
Iteration 193Q: 14 clusters Score -7.005754e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 4 contains 71041 members 
Mstep: Class 5 contains 216680 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8965 members 
Mstep: Class 11 contains 192721 members 
Mstep: Class 14 contains 39139 members 
Mstep: Class 15 contains 87269 members 
Mstep: Class 16 contains 23859 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 21 contains 5481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 194Q: 14 clusters Score -7.00575e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 4 contains 71150 members 
Mstep: Class 5 contains 216778 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 192434 members 
Mstep: Class 14 contains 39130 members 
Mstep: Class 15 contains 87359 members 
Mstep: Class 16 contains 23875 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17611 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 21 contains 5474 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 195Q: 14 clusters Score -7.005755e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 4 contains 71248 members 
Mstep: Class 5 contains 216859 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8962 members 
Mstep: Class 11 contains 192147 members 
Mstep: Class 14 contains 39117 members 
Mstep: Class 15 contains 87476 members 
Mstep: Class 16 contains 23886 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17625 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 21 contains 5474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057496.000000 Penalty: 43306.667969
Iteration 196Q: 14 clusters Score -7.00575e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 4 contains 71362 members 
Mstep: Class 5 contains 216927 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8960 members 
Mstep: Class 11 contains 191854 members 
Mstep: Class 14 contains 39110 members 
Mstep: Class 15 contains 87573 members 
Mstep: Class 16 contains 23892 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 21 contains 5487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057552.000000 Penalty: 43306.667969
Iteration 197Q: 14 clusters Score -7.005755e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 4 contains 71476 members 
Mstep: Class 5 contains 216985 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8957 members 
Mstep: Class 11 contains 191535 members 
Mstep: Class 14 contains 39110 members 
Mstep: Class 15 contains 87707 members 
Mstep: Class 16 contains 23898 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17666 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 21 contains 5496 members 
Entering Unmasked Estep 
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Iteration 198Q: 14 clusters Score -7.005757e+07 nChanged 650
Entering ConstructFrom: 
Score: -70057568.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (11742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Entering Unmasked Estep 
Score: -1228569.500000 Penalty: 2323.989990
	Iteration 0F: 2 clusters Score -1228570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1219852.375000 Penalty: 4647.979980
	Iteration 0F: 3 clusters Score -1219852 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1222332.625000 Penalty: 4647.979980
	Iteration 1F: 3 clusters Score -1222333 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1222613.375000 Penalty: 4647.979980
	Iteration 2F: 3 clusters Score -1222613 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1222799.125000 Penalty: 4647.979980
	Iteration 3Q: 3 clusters Score -1222799 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1222950.125000 Penalty: 4647.979980
	Iteration 4Q: 3 clusters Score -1222950 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1223060.875000 Penalty: 4647.979980
	Iteration 5Q: 3 clusters Score -1223061 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1223156.500000 Penalty: 4647.979980
	Iteration 6Q: 3 clusters Score -1223156 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1223242.750000 Penalty: 4647.979980
	Iteration 7Q: 3 clusters Score -1223243 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1223319.125000 Penalty: 4647.979980
	Iteration 8Q: 3 clusters Score -1223319 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1223395.250000 Penalty: 4647.979980
	Iteration 9Q: 3 clusters Score -1223395 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1223471 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1223552.000000 Penalty: 4647.979980
	Iteration 11Q: 3 clusters Score -1223552 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1223626.750000 Penalty: 4647.979980
	Iteration 12Q: 3 clusters Score -1223627 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1223690.250000 Penalty: 4647.979980
	Iteration 13Q: 3 clusters Score -1223690 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1223758.000000 Penalty: 4647.979980
	Iteration 14Q: 3 clusters Score -1223758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1223858.750000 Penalty: 4647.979980
	Iteration 15Q: 3 clusters Score -1223859 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1223981.000000 Penalty: 4647.979980
	Iteration 16Q: 3 clusters Score -1223981 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1224185.500000 Penalty: 4647.979980
	Iteration 17Q: 3 clusters Score -1224186 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1224420.000000 Penalty: 4647.979980
	Iteration 18Q: 3 clusters Score -1224420 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1224676.250000 Penalty: 4647.979980
	Iteration 19Q: 3 clusters Score -1224676 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1224985.750000 Penalty: 4647.979980
	Iteration 20F: 3 clusters Score -1224986 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1225299.750000 Penalty: 4647.979980
	Iteration 21Q: 3 clusters Score -1225300 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1225588.500000 Penalty: 4647.979980
	Iteration 22Q: 3 clusters Score -1225588 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1225791.375000 Penalty: 4647.979980
	Iteration 23Q: 3 clusters Score -1225791 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1225963.750000 Penalty: 4647.979980
	Iteration 24Q: 3 clusters Score -1225964 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1226085.500000 Penalty: 4647.979980
	Iteration 25Q: 3 clusters Score -1226086 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1226181.125000 Penalty: 4647.979980
	Iteration 26Q: 3 clusters Score -1226181 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1226250.375000 Penalty: 4647.979980
	Iteration 27Q: 3 clusters Score -1226250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1226296.625000 Penalty: 4647.979980
	Iteration 28Q: 3 clusters Score -1226297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1226338.250000 Penalty: 4647.979980
	Iteration 29Q: 3 clusters Score -1226338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1226379.625000 Penalty: 4647.979980
	Iteration 30Q: 3 clusters Score -1226380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1226410.000000 Penalty: 4647.979980
	Iteration 31Q: 3 clusters Score -1226410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1226432.000000 Penalty: 4647.979980
	Iteration 32Q: 3 clusters Score -1226432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1226449.000000 Penalty: 4647.979980
	Iteration 33Q: 3 clusters Score -1226449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1226479.125000 Penalty: 4647.979980
	Iteration 34Q: 3 clusters Score -1226479 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1226503.250000 Penalty: 4647.979980
	Iteration 35Q: 3 clusters Score -1226503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1226526.500000 Penalty: 4647.979980
	Iteration 36Q: 3 clusters Score -1226526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1226550.875000 Penalty: 4647.979980
	Iteration 37Q: 3 clusters Score -1226551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1226567.125000 Penalty: 4647.979980
	Iteration 38Q: 3 clusters Score -1226567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1226577.750000 Penalty: 4647.979980
	Iteration 39Q: 3 clusters Score -1226578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1226590.500000 Penalty: 4647.979980
	Iteration 40F: 3 clusters Score -1226590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1226599.625000 Penalty: 4647.979980
	Iteration 41Q: 3 clusters Score -1226600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1226605.375000 Penalty: 4647.979980
	Iteration 42Q: 3 clusters Score -1226605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1226613.375000 Penalty: 4647.979980
	Iteration 43Q: 3 clusters Score -1226613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1226619.250000 Penalty: 4647.979980
	Iteration 44Q: 3 clusters Score -1226619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1226628.125000 Penalty: 4647.979980
	Iteration 45Q: 3 clusters Score -1226628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1226631.000000 Penalty: 4647.979980
	Iteration 46Q: 3 clusters Score -1226631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1226634.500000 Penalty: 4647.979980
	Iteration 47Q: 3 clusters Score -1226634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1226637.000000 Penalty: 4647.979980
	Iteration 48Q: 3 clusters Score -1226637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1226639.625000 Penalty: 4647.979980
	Iteration 49Q: 3 clusters Score -1226640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1226642.375000 Penalty: 4647.979980
	Iteration 50Q: 3 clusters Score -1226642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1226642.625000 Penalty: 4647.979980
	Iteration 51Q: 3 clusters Score -1226643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1226642.250000 Penalty: 4647.979980
	Iteration 52Q: 3 clusters Score -1226642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1226642.500000 Penalty: 4647.979980
	Iteration 53Q: 3 clusters Score -1226642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1226642.500000 Penalty: 4647.979980
	Iteration 54F: 3 clusters Score -1226642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (71622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Entering Unmasked Estep 
Score: -7569892.500000 Penalty: 2772.430908
	Iteration 0F: 2 clusters Score -7569892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7522094.500000 Penalty: 5544.861816
	Iteration 0F: 3 clusters Score -7522094 nChanged 33396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7540819.000000 Penalty: 5544.861816
	Iteration 1F: 3 clusters Score -7540819 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -7541621.000000 Penalty: 5544.861816
	Iteration 2Q: 3 clusters Score -7541621 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -7542703.000000 Penalty: 5544.861816
	Iteration 3Q: 3 clusters Score -7542703 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -7544621.500000 Penalty: 5544.861816
	Iteration 4F: 3 clusters Score -7544622 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -7547867.500000 Penalty: 5544.861816
	Iteration 5F: 3 clusters Score -7547868 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -7552904.500000 Penalty: 5544.861816
	Iteration 6F: 3 clusters Score -7552904 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
Score: -7558550.000000 Penalty: 5544.861816
	Iteration 7F: 3 clusters Score -7558550 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -7562915.500000 Penalty: 5544.861816
	Iteration 8F: 3 clusters Score -7562916 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
Score: -7565443.000000 Penalty: 5544.861816
	Iteration 9Q: 3 clusters Score -7565443 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 69007 members 
Entering Unmasked Estep 
Score: -7566580.000000 Penalty: 5544.861816
	Iteration 10Q: 3 clusters Score -7566580 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -7567117.000000 Penalty: 5544.861816
	Iteration 11Q: 3 clusters Score -7567117 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -7567310.500000 Penalty: 5544.861816
	Iteration 12Q: 3 clusters Score -7567310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -7567459.000000 Penalty: 5544.861816
	Iteration 13Q: 3 clusters Score -7567459 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -7567539.000000 Penalty: 5544.861816
	Iteration 14Q: 3 clusters Score -7567539 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -7567576.000000 Penalty: 5544.861816
	Iteration 15Q: 3 clusters Score -7567576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -7567596.500000 Penalty: 5544.861816
	Iteration 16Q: 3 clusters Score -7567596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -7567635.500000 Penalty: 5544.861816
	Iteration 17Q: 3 clusters Score -7567636 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -7567662.500000 Penalty: 5544.861816
	Iteration 18Q: 3 clusters Score -7567662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -7567671.500000 Penalty: 5544.861816
	Iteration 19Q: 3 clusters Score -7567672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 70396 members 
Entering Unmasked Estep 
Score: -7567697.500000 Penalty: 5544.861816
	Iteration 20F: 3 clusters Score -7567698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 70415 members 
Entering Unmasked Estep 
Score: -7567699.500000 Penalty: 5544.861816
	Iteration 21Q: 3 clusters Score -7567700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -7567724.000000 Penalty: 5544.861816
	Iteration 22Q: 3 clusters Score -7567724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 70440 members 
Entering Unmasked Estep 
Score: -7567723.500000 Penalty: 5544.861816
	Iteration 23Q: 3 clusters Score -7567724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -7567715.500000 Penalty: 5544.861816
	Iteration 24Q: 3 clusters Score -7567716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -7567716.000000 Penalty: 5544.861816
	Iteration 25Q: 3 clusters Score -7567716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -7567715.000000 Penalty: 5544.861816
	Iteration 26Q: 3 clusters Score -7567715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -7567718.500000 Penalty: 5544.861816
	Iteration 27Q: 3 clusters Score -7567718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 70449 members 
Entering Unmasked Estep 
Score: -7567718.500000 Penalty: 5544.861816
	Iteration 28F: 3 clusters Score -7567718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (217045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217045 members 
Entering Unmasked Estep 
Score: -22694388.000000 Penalty: 3047.389160
	Iteration 0F: 2 clusters Score -2.269439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 108512 members 
Entering Unmasked Estep 
Score: -22557936.000000 Penalty: 6094.778320
	Iteration 0F: 3 clusters Score -2.255794e+07 nChanged 104632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 110932 members 
Entering Unmasked Estep 
Score: -22619414.000000 Penalty: 6094.778320
	Iteration 1F: 3 clusters Score -2.261941e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104563 members 
Mstep: Class 2 contains 112482 members 
Entering Unmasked Estep 
Score: -22620462.000000 Penalty: 6094.778320
	Iteration 2Q: 3 clusters Score -2.262046e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102165 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -22621504.000000 Penalty: 6094.778320
	Iteration 3Q: 3 clusters Score -2.26215e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 118404 members 
Entering Unmasked Estep 
Score: -22622600.000000 Penalty: 6094.778320
	Iteration 4Q: 3 clusters Score -2.26226e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -22624508.000000 Penalty: 6094.778320
	Iteration 5Q: 3 clusters Score -2.262451e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85188 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -22628024.000000 Penalty: 6094.778320
	Iteration 6Q: 3 clusters Score -2.262802e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73394 members 
Mstep: Class 2 contains 143651 members 
Entering Unmasked Estep 
Score: -22634552.000000 Penalty: 6094.778320
	Iteration 7F: 3 clusters Score -2.263455e+07 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 159647 members 
Entering Unmasked Estep 
Score: -22645658.000000 Penalty: 6094.778320
	Iteration 8F: 3 clusters Score -2.264566e+07 nChanged 18980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 178617 members 
Entering Unmasked Estep 
Score: -22661970.000000 Penalty: 6094.778320
	Iteration 9F: 3 clusters Score -2.266197e+07 nChanged 17752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 196365 members 
Entering Unmasked Estep 
Score: -22678918.000000 Penalty: 6094.778320
	Iteration 10F: 3 clusters Score -2.267892e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 208313 members 
Entering Unmasked Estep 
Score: -22687408.000000 Penalty: 6094.778320
	Iteration 11F: 3 clusters Score -2.268741e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 214240 members 
Entering Unmasked Estep 
Score: -22690218.000000 Penalty: 6094.778320
	Iteration 12Q: 3 clusters Score -2.269022e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 216164 members 
Entering Unmasked Estep 
Score: -22691138.000000 Penalty: 6094.778320
	Iteration 13Q: 3 clusters Score -2.269114e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 216637 members 
Entering Unmasked Estep 
Score: -22691426.000000 Penalty: 6094.778320
	Iteration 14Q: 3 clusters Score -2.269143e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 216746 members 
Entering Unmasked Estep 
Score: -22691554.000000 Penalty: 6094.778320
	Iteration 15Q: 3 clusters Score -2.269155e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 216790 members 
Entering Unmasked Estep 
Score: -22691646.000000 Penalty: 6094.778320
	Iteration 16Q: 3 clusters Score -2.269165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 216814 members 
Entering Unmasked Estep 
Score: -22691680.000000 Penalty: 6094.778320
	Iteration 17Q: 3 clusters Score -2.269168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216819 members 
Entering Unmasked Estep 
Score: -22691690.000000 Penalty: 6094.778320
	Iteration 18Q: 3 clusters Score -2.269169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216820 members 
Entering Unmasked Estep 
Score: -22691694.000000 Penalty: 6094.778320
	Iteration 19Q: 3 clusters Score -2.269169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 216822 members 
Entering Unmasked Estep 
Score: -22691700.000000 Penalty: 6094.778320
	Iteration 20F: 3 clusters Score -2.26917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -170285.218750 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -170285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -167737.468750 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -167737.5 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -168508.687500 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -168508.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -169381.984375 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -169382 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -170222.640625 Penalty: 3742.250977
	Iteration 3F: 3 clusters Score -170222.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -170659.031250 Penalty: 3742.250977
	Iteration 4F: 3 clusters Score -170659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -170905.828125 Penalty: 3742.250977
	Iteration 5F: 3 clusters Score -170905.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -171143.156250 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -171143.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -171313.812500 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -171313.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -171476.468750 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -171476.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -171525.437500 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -171525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -171535.296875 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -171535.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -171537.296875 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -171537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -171538.250000 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -171538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -171538.718750 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -171538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -171538.718750 Penalty: 3742.250977
	Iteration 14F: 3 clusters Score -171538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 4 contains 71622 members 
Mstep: Class 5 contains 217045 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 8954 members 
Mstep: Class 11 contains 191173 members 
Mstep: Class 14 contains 39108 members 
Mstep: Class 15 contains 87843 members 
Mstep: Class 16 contains 23909 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 21 contains 5516 members 
Entering Unmasked Estep 
Score: -70057352.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70057568.000000 to -70057352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Entering Unmasked Estep 
Score: -897197.875000 Penalty: 2256.764160
	Iteration 0F: 2 clusters Score -897197.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -890190.875000 Penalty: 4513.528320
	Iteration 0F: 3 clusters Score -890190.9 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -892116.500000 Penalty: 4513.528320
	Iteration 1F: 3 clusters Score -892116.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -892384.250000 Penalty: 4513.528320
	Iteration 2F: 3 clusters Score -892384.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -892619.312500 Penalty: 4513.528320
	Iteration 3F: 3 clusters Score -892619.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -892908.000000 Penalty: 4513.528320
	Iteration 4Q: 3 clusters Score -892908 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -893443.312500 Penalty: 4513.528320
	Iteration 5F: 3 clusters Score -893443.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -894249.875000 Penalty: 4513.528320
	Iteration 6F: 3 clusters Score -894249.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -895067.687500 Penalty: 4513.528320
	Iteration 7F: 3 clusters Score -895067.7 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -895725.125000 Penalty: 4513.528320
	Iteration 8F: 3 clusters Score -895725.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -896117.375000 Penalty: 4513.528320
	Iteration 9Q: 3 clusters Score -896117.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -896298.500000 Penalty: 4513.528320
	Iteration 10Q: 3 clusters Score -896298.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -896387.500000 Penalty: 4513.528320
	Iteration 11Q: 3 clusters Score -896387.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -896424.937500 Penalty: 4513.528320
	Iteration 12Q: 3 clusters Score -896424.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -896438.125000 Penalty: 4513.528320
	Iteration 13Q: 3 clusters Score -896438.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -896441.062500 Penalty: 4513.528320
	Iteration 14Q: 3 clusters Score -896441.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -896446.312500 Penalty: 4513.528320
	Iteration 15Q: 3 clusters Score -896446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -896448.437500 Penalty: 4513.528320
	Iteration 16Q: 3 clusters Score -896448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -896448.875000 Penalty: 4513.528320
	Iteration 17Q: 3 clusters Score -896448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -896448.875000 Penalty: 4513.528320
	Iteration 18Q: 3 clusters Score -896448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -896448.937500 Penalty: 4513.528320
	Iteration 19Q: 3 clusters Score -896448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -896449.375000 Penalty: 4513.528320
	Iteration 20F: 3 clusters Score -896449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -896449.812500 Penalty: 4513.528320
	Iteration 21Q: 3 clusters Score -896449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -896450.250000 Penalty: 4513.528320
	Iteration 22Q: 3 clusters Score -896450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -896450.062500 Penalty: 4513.528320
	Iteration 23Q: 3 clusters Score -896450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -896451.000000 Penalty: 4513.528320
	Iteration 24Q: 3 clusters Score -896451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -896451.000000 Penalty: 4513.528320
	Iteration 25F: 3 clusters Score -896451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (191173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191173 members 
Entering Unmasked Estep 
Score: -19937548.000000 Penalty: 3015.911621
	Iteration 0F: 2 clusters Score -1.993755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95355 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -19811392.000000 Penalty: 6031.823242
	Iteration 0F: 3 clusters Score -1.981139e+07 nChanged 92118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90835 members 
Mstep: Class 2 contains 100338 members 
Entering Unmasked Estep 
Score: -19865898.000000 Penalty: 6031.823242
	Iteration 1F: 3 clusters Score -1.98659e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 103456 members 
Entering Unmasked Estep 
Score: -19867466.000000 Penalty: 6031.823242
	Iteration 2Q: 3 clusters Score -1.986747e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82984 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -19869526.000000 Penalty: 6031.823242
	Iteration 3Q: 3 clusters Score -1.986953e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -19873186.000000 Penalty: 6031.823242
	Iteration 4Q: 3 clusters Score -1.987319e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -19879450.000000 Penalty: 6031.823242
	Iteration 5F: 3 clusters Score -1.987945e+07 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 139200 members 
Entering Unmasked Estep 
Score: -19889970.000000 Penalty: 6031.823242
	Iteration 6F: 3 clusters Score -1.988997e+07 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 155435 members 
Entering Unmasked Estep 
Score: -19903604.000000 Penalty: 6031.823242
	Iteration 7F: 3 clusters Score -1.99036e+07 nChanged 15439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 170838 members 
Entering Unmasked Estep 
Score: -19917454.000000 Penalty: 6031.823242
	Iteration 8F: 3 clusters Score -1.991745e+07 nChanged 10754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 181588 members 
Entering Unmasked Estep 
Score: -19927036.000000 Penalty: 6031.823242
	Iteration 9F: 3 clusters Score -1.992704e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 187129 members 
Entering Unmasked Estep 
Score: -19932054.000000 Penalty: 6031.823242
	Iteration 10Q: 3 clusters Score -1.993205e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 189319 members 
Entering Unmasked Estep 
Score: -19934030.000000 Penalty: 6031.823242
	Iteration 11Q: 3 clusters Score -1.993403e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 190125 members 
Entering Unmasked Estep 
Score: -19934824.000000 Penalty: 6031.823242
	Iteration 12Q: 3 clusters Score -1.993482e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 190408 members 
Entering Unmasked Estep 
Score: -19935226.000000 Penalty: 6031.823242
	Iteration 13Q: 3 clusters Score -1.993523e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 190536 members 
Entering Unmasked Estep 
Score: -19935440.000000 Penalty: 6031.823242
	Iteration 14Q: 3 clusters Score -1.993544e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 190580 members 
Entering Unmasked Estep 
Score: -19935518.000000 Penalty: 6031.823242
	Iteration 15Q: 3 clusters Score -1.993552e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 190610 members 
Entering Unmasked Estep 
Score: -19935596.000000 Penalty: 6031.823242
	Iteration 16Q: 3 clusters Score -1.99356e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 190627 members 
Entering Unmasked Estep 
Score: -19935648.000000 Penalty: 6031.823242
	Iteration 17Q: 3 clusters Score -1.993565e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 190642 members 
Entering Unmasked Estep 
Score: -19935666.000000 Penalty: 6031.823242
	Iteration 18Q: 3 clusters Score -1.993567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 190648 members 
Entering Unmasked Estep 
Score: -19935658.000000 Penalty: 6031.823242
	Iteration 19Q: 3 clusters Score -1.993566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 190656 members 
Entering Unmasked Estep 
Score: -19935674.000000 Penalty: 6031.823242
	Iteration 20F: 3 clusters Score -1.993567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 190663 members 
Entering Unmasked Estep 
Score: -19935700.000000 Penalty: 6031.823242
	Iteration 21Q: 3 clusters Score -1.99357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 190667 members 
Entering Unmasked Estep 
Score: -19935736.000000 Penalty: 6031.823242
	Iteration 22Q: 3 clusters Score -1.993574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 190668 members 
Entering Unmasked Estep 
Score: -19935708.000000 Penalty: 6031.823242
	Iteration 23Q: 3 clusters Score -1.993571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 190670 members 
Entering Unmasked Estep 
Score: -19935716.000000 Penalty: 6031.823242
	Iteration 24Q: 3 clusters Score -1.993572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 190672 members 
Entering Unmasked Estep 
Score: -19935720.000000 Penalty: 6031.823242
	Iteration 25Q: 3 clusters Score -1.993572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 190669 members 
Entering Unmasked Estep 
Score: -19935706.000000 Penalty: 6031.823242
	Iteration 26Q: 3 clusters Score -1.993571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 190669 members 
Entering Unmasked Estep 
Score: -19935724.000000 Penalty: 6031.823242
	Iteration 27Q: 3 clusters Score -1.993572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 190671 members 
Entering Unmasked Estep 
Score: -19935722.000000 Penalty: 6031.823242
	Iteration 28Q: 3 clusters Score -1.993572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 190672 members 
Entering Unmasked Estep 
Score: -19935718.000000 Penalty: 6031.823242
	Iteration 29Q: 3 clusters Score -1.993572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 190671 members 
Entering Unmasked Estep 
Score: -19935722.000000 Penalty: 6031.823242
	Iteration 30Q: 3 clusters Score -1.993572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 190670 members 
Entering Unmasked Estep 
Score: -19935720.000000 Penalty: 6031.823242
	Iteration 31Q: 3 clusters Score -1.993572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 190670 members 
Entering Unmasked Estep 
Score: -19935720.000000 Penalty: 6031.823242
	Iteration 32F: 3 clusters Score -1.993572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Entering Unmasked Estep 
Score: -4014048.500000 Penalty: 2622.372314
	Iteration 0F: 2 clusters Score -4014048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3987459.500000 Penalty: 5244.744629
	Iteration 0F: 3 clusters Score -3987460 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3997273.250000 Penalty: 5244.744629
	Iteration 1F: 3 clusters Score -3997273 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3997770.250000 Penalty: 5244.744629
	Iteration 2Q: 3 clusters Score -3997770 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3998274.000000 Penalty: 5244.744629
	Iteration 3Q: 3 clusters Score -3998274 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3998777.500000 Penalty: 5244.744629
	Iteration 4Q: 3 clusters Score -3998778 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3999323.500000 Penalty: 5244.744629
	Iteration 5Q: 3 clusters Score -3999324 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -4000001.500000 Penalty: 5244.744629
	Iteration 6Q: 3 clusters Score -4000002 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4000891.000000 Penalty: 5244.744629
	Iteration 7Q: 3 clusters Score -4000891 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4002183.250000 Penalty: 5244.744629
	Iteration 8Q: 3 clusters Score -4002183 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4003875.000000 Penalty: 5244.744629
	Iteration 9F: 3 clusters Score -4003875 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4005482.250000 Penalty: 5244.744629
	Iteration 10F: 3 clusters Score -4005482 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -4006610.250000 Penalty: 5244.744629
	Iteration 11Q: 3 clusters Score -4006610 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4007408.250000 Penalty: 5244.744629
	Iteration 12Q: 3 clusters Score -4007408 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -4007971.500000 Penalty: 5244.744629
	Iteration 13Q: 3 clusters Score -4007972 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -4008392.750000 Penalty: 5244.744629
	Iteration 14Q: 3 clusters Score -4008393 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -4008803.500000 Penalty: 5244.744629
	Iteration 15Q: 3 clusters Score -4008804 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -4009163.500000 Penalty: 5244.744629
	Iteration 16Q: 3 clusters Score -4009164 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -4009559.750000 Penalty: 5244.744629
	Iteration 17Q: 3 clusters Score -4009560 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4009911.000000 Penalty: 5244.744629
	Iteration 18Q: 3 clusters Score -4009911 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4010269.000000 Penalty: 5244.744629
	Iteration 19Q: 3 clusters Score -4010269 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4010552.000000 Penalty: 5244.744629
	Iteration 20F: 3 clusters Score -4010552 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4010799.750000 Penalty: 5244.744629
	Iteration 21Q: 3 clusters Score -4010800 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4011004.000000 Penalty: 5244.744629
	Iteration 22Q: 3 clusters Score -4011004 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4011142.750000 Penalty: 5244.744629
	Iteration 23Q: 3 clusters Score -4011143 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4011273.000000 Penalty: 5244.744629
	Iteration 24Q: 3 clusters Score -4011273 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4011361.250000 Penalty: 5244.744629
	Iteration 25Q: 3 clusters Score -4011361 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4011453.250000 Penalty: 5244.744629
	Iteration 26Q: 3 clusters Score -4011453 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4011506.500000 Penalty: 5244.744629
	Iteration 27Q: 3 clusters Score -4011506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4011552.750000 Penalty: 5244.744629
	Iteration 28Q: 3 clusters Score -4011553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4011595.750000 Penalty: 5244.744629
	Iteration 29Q: 3 clusters Score -4011596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4011637.000000 Penalty: 5244.744629
	Iteration 30Q: 3 clusters Score -4011637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4011660.500000 Penalty: 5244.744629
	Iteration 31Q: 3 clusters Score -4011660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4011680.250000 Penalty: 5244.744629
	Iteration 32Q: 3 clusters Score -4011680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4011696.500000 Penalty: 5244.744629
	Iteration 33Q: 3 clusters Score -4011696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4011698.250000 Penalty: 5244.744629
	Iteration 34Q: 3 clusters Score -4011698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4011707.500000 Penalty: 5244.744629
	Iteration 35Q: 3 clusters Score -4011708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4011711.000000 Penalty: 5244.744629
	Iteration 36Q: 3 clusters Score -4011711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4011707.250000 Penalty: 5244.744629
	Iteration 37Q: 3 clusters Score -4011707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4011710.500000 Penalty: 5244.744629
	Iteration 38Q: 3 clusters Score -4011710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4011711.500000 Penalty: 5244.744629
	Iteration 39Q: 3 clusters Score -4011712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4011711.500000 Penalty: 5244.744629
	Iteration 40F: 3 clusters Score -4011712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (87843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87843 members 
Entering Unmasked Estep 
Score: -9259168.000000 Penalty: 2823.060059
	Iteration 0F: 2 clusters Score -9259168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -9200368.000000 Penalty: 5646.120117
	Iteration 0F: 3 clusters Score -9200368 nChanged 41261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -9224106.000000 Penalty: 5646.120117
	Iteration 1F: 3 clusters Score -9224106 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -9225202.000000 Penalty: 5646.120117
	Iteration 2Q: 3 clusters Score -9225202 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -9226655.000000 Penalty: 5646.120117
	Iteration 3Q: 3 clusters Score -9226655 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -9228612.000000 Penalty: 5646.120117
	Iteration 4Q: 3 clusters Score -9228612 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -9231403.000000 Penalty: 5646.120117
	Iteration 5F: 3 clusters Score -9231403 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -9235176.000000 Penalty: 5646.120117
	Iteration 6F: 3 clusters Score -9235176 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -9239703.000000 Penalty: 5646.120117
	Iteration 7F: 3 clusters Score -9239703 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -9243432.000000 Penalty: 5646.120117
	Iteration 8F: 3 clusters Score -9243432 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -9245323.000000 Penalty: 5646.120117
	Iteration 9Q: 3 clusters Score -9245323 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -9245957.000000 Penalty: 5646.120117
	Iteration 10Q: 3 clusters Score -9245957 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -9246247.000000 Penalty: 5646.120117
	Iteration 11Q: 3 clusters Score -9246247 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -9246401.000000 Penalty: 5646.120117
	Iteration 12Q: 3 clusters Score -9246401 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -9246512.000000 Penalty: 5646.120117
	Iteration 13Q: 3 clusters Score -9246512 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -9246656.000000 Penalty: 5646.120117
	Iteration 14Q: 3 clusters Score -9246656 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -9246766.000000 Penalty: 5646.120117
	Iteration 15Q: 3 clusters Score -9246766 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -9246972.000000 Penalty: 5646.120117
	Iteration 16Q: 3 clusters Score -9246972 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -9247160.000000 Penalty: 5646.120117
	Iteration 17Q: 3 clusters Score -9247160 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -9247262.000000 Penalty: 5646.120117
	Iteration 18Q: 3 clusters Score -9247262 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -9247480.000000 Penalty: 5646.120117
	Iteration 19Q: 3 clusters Score -9247480 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -9247640.000000 Penalty: 5646.120117
	Iteration 20F: 3 clusters Score -9247640 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -9247888.000000 Penalty: 5646.120117
	Iteration 21Q: 3 clusters Score -9247888 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -9248045.000000 Penalty: 5646.120117
	Iteration 22Q: 3 clusters Score -9248045 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9248252.000000 Penalty: 5646.120117
	Iteration 23Q: 3 clusters Score -9248252 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -9248408.000000 Penalty: 5646.120117
	Iteration 24Q: 3 clusters Score -9248408 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -9248593.000000 Penalty: 5646.120117
	Iteration 25Q: 3 clusters Score -9248593 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -9248757.000000 Penalty: 5646.120117
	Iteration 26Q: 3 clusters Score -9248757 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -9248950.000000 Penalty: 5646.120117
	Iteration 27Q: 3 clusters Score -9248950 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -9249106.000000 Penalty: 5646.120117
	Iteration 28Q: 3 clusters Score -9249106 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -9249271.000000 Penalty: 5646.120117
	Iteration 29Q: 3 clusters Score -9249271 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -9249440.000000 Penalty: 5646.120117
	Iteration 30Q: 3 clusters Score -9249440 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -9249595.000000 Penalty: 5646.120117
	Iteration 31Q: 3 clusters Score -9249595 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -9249743.000000 Penalty: 5646.120117
	Iteration 32Q: 3 clusters Score -9249743 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -9249959.000000 Penalty: 5646.120117
	Iteration 33Q: 3 clusters Score -9249959 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -9250117.000000 Penalty: 5646.120117
	Iteration 34Q: 3 clusters Score -9250117 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -9250302.000000 Penalty: 5646.120117
	Iteration 35Q: 3 clusters Score -9250302 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -9250522.000000 Penalty: 5646.120117
	Iteration 36Q: 3 clusters Score -9250522 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -9250737.000000 Penalty: 5646.120117
	Iteration 37Q: 3 clusters Score -9250737 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -9251008.000000 Penalty: 5646.120117
	Iteration 38Q: 3 clusters Score -9251008 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -9251321.000000 Penalty: 5646.120117
	Iteration 39Q: 3 clusters Score -9251321 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -9251694.000000 Penalty: 5646.120117
	Iteration 40F: 3 clusters Score -9251694 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -9252119.000000 Penalty: 5646.120117
	Iteration 41Q: 3 clusters Score -9252119 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -9252593.000000 Penalty: 5646.120117
	Iteration 42Q: 3 clusters Score -9252593 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -9253113.000000 Penalty: 5646.120117
	Iteration 43Q: 3 clusters Score -9253113 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -9253730.000000 Penalty: 5646.120117
	Iteration 44Q: 3 clusters Score -9253730 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 64596 members 
Entering Unmasked Estep 
Score: -9254247.000000 Penalty: 5646.120117
	Iteration 45Q: 3 clusters Score -9254247 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 65460 members 
Entering Unmasked Estep 
Score: -9254616.000000 Penalty: 5646.120117
	Iteration 46Q: 3 clusters Score -9254616 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -9254959.000000 Penalty: 5646.120117
	Iteration 47Q: 3 clusters Score -9254959 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 66902 members 
Entering Unmasked Estep 
Score: -9255153.000000 Penalty: 5646.120117
	Iteration 48Q: 3 clusters Score -9255153 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -9255300.000000 Penalty: 5646.120117
	Iteration 49Q: 3 clusters Score -9255300 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -9255392.000000 Penalty: 5646.120117
	Iteration 50Q: 3 clusters Score -9255392 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -9255488.000000 Penalty: 5646.120117
	Iteration 51Q: 3 clusters Score -9255488 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -9255533.000000 Penalty: 5646.120117
	Iteration 52Q: 3 clusters Score -9255533 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -9255619.000000 Penalty: 5646.120117
	Iteration 53Q: 3 clusters Score -9255619 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -9255680.000000 Penalty: 5646.120117
	Iteration 54Q: 3 clusters Score -9255680 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 70154 members 
Entering Unmasked Estep 
Score: -9255726.000000 Penalty: 5646.120117
	Iteration 55Q: 3 clusters Score -9255726 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 70502 members 
Entering Unmasked Estep 
Score: -9255750.000000 Penalty: 5646.120117
	Iteration 56Q: 3 clusters Score -9255750 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -9255803.000000 Penalty: 5646.120117
	Iteration 57Q: 3 clusters Score -9255803 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -9255803.000000 Penalty: 5646.120117
	Iteration 58Q: 3 clusters Score -9255803 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -9255837.000000 Penalty: 5646.120117
	Iteration 59Q: 3 clusters Score -9255837 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -9255841.000000 Penalty: 5646.120117
	Iteration 60F: 3 clusters Score -9255841 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -9255861.000000 Penalty: 5646.120117
	Iteration 61Q: 3 clusters Score -9255861 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -9255892.000000 Penalty: 5646.120117
	Iteration 62Q: 3 clusters Score -9255892 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 72113 members 
Entering Unmasked Estep 
Score: -9255897.000000 Penalty: 5646.120117
	Iteration 63Q: 3 clusters Score -9255897 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -9255935.000000 Penalty: 5646.120117
	Iteration 64Q: 3 clusters Score -9255935 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -9255926.000000 Penalty: 5646.120117
	Iteration 65Q: 3 clusters Score -9255926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -9255948.000000 Penalty: 5646.120117
	Iteration 66Q: 3 clusters Score -9255948 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -9255956.000000 Penalty: 5646.120117
	Iteration 67Q: 3 clusters Score -9255956 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -9255986.000000 Penalty: 5646.120117
	Iteration 68Q: 3 clusters Score -9255986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -9255956.000000 Penalty: 5646.120117
	Iteration 69Q: 3 clusters Score -9255956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -9255972.000000 Penalty: 5646.120117
	Iteration 70Q: 3 clusters Score -9255972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -9255981.000000 Penalty: 5646.120117
	Iteration 71Q: 3 clusters Score -9255981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -9255984.000000 Penalty: 5646.120117
	Iteration 72Q: 3 clusters Score -9255984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -9255981.000000 Penalty: 5646.120117
	Iteration 73Q: 3 clusters Score -9255981 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -9255991.000000 Penalty: 5646.120117
	Iteration 74Q: 3 clusters Score -9255991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -9255998.000000 Penalty: 5646.120117
	Iteration 75Q: 3 clusters Score -9255998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -9255997.000000 Penalty: 5646.120117
	Iteration 76Q: 3 clusters Score -9255997 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -9255993.000000 Penalty: 5646.120117
	Iteration 77Q: 3 clusters Score -9255993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 73699 members 
Entering Unmasked Estep 
Score: -9255993.000000 Penalty: 5646.120117
	Iteration 78Q: 3 clusters Score -9255993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -9255995.000000 Penalty: 5646.120117
	Iteration 79Q: 3 clusters Score -9255995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -9255992.000000 Penalty: 5646.120117
	Iteration 80F: 3 clusters Score -9255992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -9256002.000000 Penalty: 5646.120117
	Iteration 81Q: 3 clusters Score -9256002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -9255996.000000 Penalty: 5646.120117
	Iteration 82Q: 3 clusters Score -9255996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -9256007.000000 Penalty: 5646.120117
	Iteration 83Q: 3 clusters Score -9256007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -9256013.000000 Penalty: 5646.120117
	Iteration 84Q: 3 clusters Score -9256013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -9256015.000000 Penalty: 5646.120117
	Iteration 85Q: 3 clusters Score -9256015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 74035 members 
Entering Unmasked Estep 
Score: -9256008.000000 Penalty: 5646.120117
	Iteration 86Q: 3 clusters Score -9256008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -9256006.000000 Penalty: 5646.120117
	Iteration 87Q: 3 clusters Score -9256006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -9255992.000000 Penalty: 5646.120117
	Iteration 88Q: 3 clusters Score -9255992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -9256016.000000 Penalty: 5646.120117
	Iteration 89Q: 3 clusters Score -9256016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -9256012.000000 Penalty: 5646.120117
	Iteration 90Q: 3 clusters Score -9256012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 74334 members 
Entering Unmasked Estep 
Score: -9256029.000000 Penalty: 5646.120117
	Iteration 91Q: 3 clusters Score -9256029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -9256033.000000 Penalty: 5646.120117
	Iteration 92Q: 3 clusters Score -9256033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -9256034.000000 Penalty: 5646.120117
	Iteration 93Q: 3 clusters Score -9256034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 74453 members 
Entering Unmasked Estep 
Score: -9256041.000000 Penalty: 5646.120117
	Iteration 94Q: 3 clusters Score -9256041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -9256029.000000 Penalty: 5646.120117
	Iteration 95Q: 3 clusters Score -9256029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -9256030.000000 Penalty: 5646.120117
	Iteration 96Q: 3 clusters Score -9256030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -9256032.000000 Penalty: 5646.120117
	Iteration 97Q: 3 clusters Score -9256032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -9256044.000000 Penalty: 5646.120117
	Iteration 98Q: 3 clusters Score -9256044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 74611 members 
Entering Unmasked Estep 
Score: -9256048.000000 Penalty: 5646.120117
	Iteration 99Q: 3 clusters Score -9256048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 74641 members 
Entering Unmasked Estep 
Score: -9256031.000000 Penalty: 5646.120117
	Iteration 100F: 3 clusters Score -9256031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -9256050.000000 Penalty: 5646.120117
	Iteration 101Q: 3 clusters Score -9256050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 74688 members 
Entering Unmasked Estep 
Score: -9256044.000000 Penalty: 5646.120117
	Iteration 102Q: 3 clusters Score -9256044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -9256044.000000 Penalty: 5646.120117
	Iteration 103Q: 3 clusters Score -9256044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -9256045.000000 Penalty: 5646.120117
	Iteration 104Q: 3 clusters Score -9256045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -9256039.000000 Penalty: 5646.120117
	Iteration 105Q: 3 clusters Score -9256039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -9256019.000000 Penalty: 5646.120117
	Iteration 106Q: 3 clusters Score -9256019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -9256033.000000 Penalty: 5646.120117
	Iteration 107Q: 3 clusters Score -9256033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -9256011.000000 Penalty: 5646.120117
	Iteration 108Q: 3 clusters Score -9256011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -9256014.000000 Penalty: 5646.120117
	Iteration 109Q: 3 clusters Score -9256014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 74918 members 
Entering Unmasked Estep 
Score: -9256034.000000 Penalty: 5646.120117
	Iteration 110Q: 3 clusters Score -9256034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -9256047.000000 Penalty: 5646.120117
	Iteration 111Q: 3 clusters Score -9256047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -9256032.000000 Penalty: 5646.120117
	Iteration 112Q: 3 clusters Score -9256032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 75016 members 
Entering Unmasked Estep 
Score: -9256044.000000 Penalty: 5646.120117
	Iteration 113Q: 3 clusters Score -9256044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 75043 members 
Entering Unmasked Estep 
Score: -9256051.000000 Penalty: 5646.120117
	Iteration 114Q: 3 clusters Score -9256051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 75060 members 
Entering Unmasked Estep 
Score: -9256049.000000 Penalty: 5646.120117
	Iteration 115Q: 3 clusters Score -9256049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -9256055.000000 Penalty: 5646.120117
	Iteration 116Q: 3 clusters Score -9256055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -9256052.000000 Penalty: 5646.120117
	Iteration 117Q: 3 clusters Score -9256052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -9256049.000000 Penalty: 5646.120117
	Iteration 118Q: 3 clusters Score -9256049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 75125 members 
Entering Unmasked Estep 
Score: -9256043.000000 Penalty: 5646.120117
	Iteration 119Q: 3 clusters Score -9256043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -9256043.000000 Penalty: 5646.120117
	Iteration 120F: 3 clusters Score -9256043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -9256051.000000 Penalty: 5646.120117
	Iteration 121Q: 3 clusters Score -9256051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -9256059.000000 Penalty: 5646.120117
	Iteration 122Q: 3 clusters Score -9256059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 75168 members 
Entering Unmasked Estep 
Score: -9256060.000000 Penalty: 5646.120117
	Iteration 123Q: 3 clusters Score -9256060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -9256062.000000 Penalty: 5646.120117
	Iteration 124Q: 3 clusters Score -9256062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -9256061.000000 Penalty: 5646.120117
	Iteration 125Q: 3 clusters Score -9256061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 75182 members 
Entering Unmasked Estep 
Score: -9256071.000000 Penalty: 5646.120117
	Iteration 126Q: 3 clusters Score -9256071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -9256067.000000 Penalty: 5646.120117
	Iteration 127Q: 3 clusters Score -9256067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -9256071.000000 Penalty: 5646.120117
	Iteration 128Q: 3 clusters Score -9256071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -9256071.000000 Penalty: 5646.120117
	Iteration 129F: 3 clusters Score -9256071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Entering Unmasked Estep 
Score: -2556066.750000 Penalty: 2500.338623
	Iteration 0F: 2 clusters Score -2556067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2539379.750000 Penalty: 5000.677246
	Iteration 0F: 3 clusters Score -2539380 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2545174.000000 Penalty: 5000.677246
	Iteration 1F: 3 clusters Score -2545174 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2545606.750000 Penalty: 5000.677246
	Iteration 2Q: 3 clusters Score -2545607 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2545960.250000 Penalty: 5000.677246
	Iteration 3Q: 3 clusters Score -2545960 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2546323.500000 Penalty: 5000.677246
	Iteration 4Q: 3 clusters Score -2546324 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2546695.250000 Penalty: 5000.677246
	Iteration 5Q: 3 clusters Score -2546695 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2547109.250000 Penalty: 5000.677246
	Iteration 6Q: 3 clusters Score -2547109 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2547626.750000 Penalty: 5000.677246
	Iteration 7Q: 3 clusters Score -2547627 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2548274.250000 Penalty: 5000.677246
	Iteration 8Q: 3 clusters Score -2548274 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2549142.250000 Penalty: 5000.677246
	Iteration 9F: 3 clusters Score -2549142 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2550197.000000 Penalty: 5000.677246
	Iteration 10F: 3 clusters Score -2550197 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2551231.750000 Penalty: 5000.677246
	Iteration 11F: 3 clusters Score -2551232 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2551989.750000 Penalty: 5000.677246
	Iteration 12Q: 3 clusters Score -2551990 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2552383.750000 Penalty: 5000.677246
	Iteration 13Q: 3 clusters Score -2552384 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2552570.500000 Penalty: 5000.677246
	Iteration 14Q: 3 clusters Score -2552570 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2552696.000000 Penalty: 5000.677246
	Iteration 15Q: 3 clusters Score -2552696 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2552769.500000 Penalty: 5000.677246
	Iteration 16Q: 3 clusters Score -2552770 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2552838.000000 Penalty: 5000.677246
	Iteration 17Q: 3 clusters Score -2552838 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2552891.500000 Penalty: 5000.677246
	Iteration 18Q: 3 clusters Score -2552892 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2552955.000000 Penalty: 5000.677246
	Iteration 19Q: 3 clusters Score -2552955 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2553004.750000 Penalty: 5000.677246
	Iteration 20F: 3 clusters Score -2553005 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2553042.250000 Penalty: 5000.677246
	Iteration 21Q: 3 clusters Score -2553042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2553068.750000 Penalty: 5000.677246
	Iteration 22Q: 3 clusters Score -2553069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2553102.750000 Penalty: 5000.677246
	Iteration 23Q: 3 clusters Score -2553103 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2553124.750000 Penalty: 5000.677246
	Iteration 24Q: 3 clusters Score -2553125 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2553160.000000 Penalty: 5000.677246
	Iteration 25Q: 3 clusters Score -2553160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2553190.000000 Penalty: 5000.677246
	Iteration 26Q: 3 clusters Score -2553190 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2553226.000000 Penalty: 5000.677246
	Iteration 27Q: 3 clusters Score -2553226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2553254.750000 Penalty: 5000.677246
	Iteration 28Q: 3 clusters Score -2553255 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2553302.250000 Penalty: 5000.677246
	Iteration 29Q: 3 clusters Score -2553302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2553332.500000 Penalty: 5000.677246
	Iteration 30Q: 3 clusters Score -2553332 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2553358.250000 Penalty: 5000.677246
	Iteration 31Q: 3 clusters Score -2553358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2553387.250000 Penalty: 5000.677246
	Iteration 32Q: 3 clusters Score -2553387 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2553422.250000 Penalty: 5000.677246
	Iteration 33Q: 3 clusters Score -2553422 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2553454.250000 Penalty: 5000.677246
	Iteration 34Q: 3 clusters Score -2553454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2553473.000000 Penalty: 5000.677246
	Iteration 35Q: 3 clusters Score -2553473 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2553496.750000 Penalty: 5000.677246
	Iteration 36Q: 3 clusters Score -2553497 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2553518.500000 Penalty: 5000.677246
	Iteration 37Q: 3 clusters Score -2553518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2553537.750000 Penalty: 5000.677246
	Iteration 38Q: 3 clusters Score -2553538 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2553552.750000 Penalty: 5000.677246
	Iteration 39Q: 3 clusters Score -2553553 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2553575.000000 Penalty: 5000.677246
	Iteration 40F: 3 clusters Score -2553575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2553590.500000 Penalty: 5000.677246
	Iteration 41Q: 3 clusters Score -2553590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2553609.500000 Penalty: 5000.677246
	Iteration 42Q: 3 clusters Score -2553610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2553622.500000 Penalty: 5000.677246
	Iteration 43Q: 3 clusters Score -2553622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2553640.500000 Penalty: 5000.677246
	Iteration 44Q: 3 clusters Score -2553640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2553654.250000 Penalty: 5000.677246
	Iteration 45Q: 3 clusters Score -2553654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2553669.250000 Penalty: 5000.677246
	Iteration 46Q: 3 clusters Score -2553669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2553691.250000 Penalty: 5000.677246
	Iteration 47Q: 3 clusters Score -2553691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2553710.250000 Penalty: 5000.677246
	Iteration 48Q: 3 clusters Score -2553710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2553723.000000 Penalty: 5000.677246
	Iteration 49Q: 3 clusters Score -2553723 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2553730.750000 Penalty: 5000.677246
	Iteration 50Q: 3 clusters Score -2553731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2553758.750000 Penalty: 5000.677246
	Iteration 51Q: 3 clusters Score -2553759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2553775.250000 Penalty: 5000.677246
	Iteration 52Q: 3 clusters Score -2553775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2553786.500000 Penalty: 5000.677246
	Iteration 53Q: 3 clusters Score -2553786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2553793.500000 Penalty: 5000.677246
	Iteration 54Q: 3 clusters Score -2553794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2553807.250000 Penalty: 5000.677246
	Iteration 55Q: 3 clusters Score -2553807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2553830.500000 Penalty: 5000.677246
	Iteration 56Q: 3 clusters Score -2553830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2553845.750000 Penalty: 5000.677246
	Iteration 57Q: 3 clusters Score -2553846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2553854.000000 Penalty: 5000.677246
	Iteration 58Q: 3 clusters Score -2553854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2553866.250000 Penalty: 5000.677246
	Iteration 59Q: 3 clusters Score -2553866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2553879.000000 Penalty: 5000.677246
	Iteration 60F: 3 clusters Score -2553879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2553889.250000 Penalty: 5000.677246
	Iteration 61Q: 3 clusters Score -2553889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2553901.000000 Penalty: 5000.677246
	Iteration 62Q: 3 clusters Score -2553901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2553914.750000 Penalty: 5000.677246
	Iteration 63Q: 3 clusters Score -2553915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2553923.500000 Penalty: 5000.677246
	Iteration 64Q: 3 clusters Score -2553924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2553928.500000 Penalty: 5000.677246
	Iteration 65Q: 3 clusters Score -2553928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2553933.500000 Penalty: 5000.677246
	Iteration 66Q: 3 clusters Score -2553934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2553937.500000 Penalty: 5000.677246
	Iteration 67Q: 3 clusters Score -2553938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2553944.750000 Penalty: 5000.677246
	Iteration 68Q: 3 clusters Score -2553945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2553943.000000 Penalty: 5000.677246
	Iteration 69Q: 3 clusters Score -2553943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2553944.250000 Penalty: 5000.677246
	Iteration 70Q: 3 clusters Score -2553944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2553940.500000 Penalty: 5000.677246
	Iteration 71Q: 3 clusters Score -2553940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2553940.500000 Penalty: 5000.677246
	Iteration 72F: 3 clusters Score -2553940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73901.398438 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73901.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74423.640625 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74423.64 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74762.343750 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74762.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74902.820312 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -74902.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75053.625000 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -75053.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75194.054688 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -75194.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75308.437500 Penalty: 3333.229248
	Iteration 6F: 3 clusters Score -75308.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -75390.835938 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -75390.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -75488.921875 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -75488.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -75519.789062 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -75519.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -75581.851562 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -75581.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -75645.546875 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -75645.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -75679.984375 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -75679.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -75693.703125 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -75693.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -75709.578125 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -75709.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -75716.242188 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -75716.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -75717.718750 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -75717.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -75720.937500 Penalty: 3333.229248
	Iteration 17F: 3 clusters Score -75720.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -75729.835938 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -75729.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -75736.960938 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -75736.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -75736.960938 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -75736.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 140 members 
Mstep: Class 4 contains 71622 members 
Mstep: Class 5 contains 217045 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8954 members 
Mstep: Class 11 contains 191173 members 
Mstep: Class 14 contains 39108 members 
Mstep: Class 15 contains 87843 members 
Mstep: Class 16 contains 23909 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 21 contains 5516 members 
Entering Unmasked Estep 
Score: -70056088.000000 Penalty: 46637.949219
Splitting cluster 17 changes total score from -70057568.000000 to -70056088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (17681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Entering Unmasked Estep 
Score: -1886856.500000 Penalty: 2425.500977
	Iteration 0F: 2 clusters Score -1886856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1874157.250000 Penalty: 4851.001953
	Iteration 0F: 3 clusters Score -1874157 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1878520.125000 Penalty: 4851.001953
	Iteration 1F: 3 clusters Score -1878520 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1878897.875000 Penalty: 4851.001953
	Iteration 2F: 3 clusters Score -1878898 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1879174.500000 Penalty: 4851.001953
	Iteration 3Q: 3 clusters Score -1879174 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1879444.000000 Penalty: 4851.001953
	Iteration 4Q: 3 clusters Score -1879444 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1879710.500000 Penalty: 4851.001953
	Iteration 5Q: 3 clusters Score -1879710 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1880024.125000 Penalty: 4851.001953
	Iteration 6Q: 3 clusters Score -1880024 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1880442.125000 Penalty: 4851.001953
	Iteration 7Q: 3 clusters Score -1880442 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1881044.500000 Penalty: 4851.001953
	Iteration 8F: 3 clusters Score -1881044 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1881897.625000 Penalty: 4851.001953
	Iteration 9F: 3 clusters Score -1881898 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1882890.625000 Penalty: 4851.001953
	Iteration 10F: 3 clusters Score -1882891 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1883800.000000 Penalty: 4851.001953
	Iteration 11F: 3 clusters Score -1883800 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1884445.625000 Penalty: 4851.001953
	Iteration 12Q: 3 clusters Score -1884446 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1884769.625000 Penalty: 4851.001953
	Iteration 13Q: 3 clusters Score -1884770 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1884992.625000 Penalty: 4851.001953
	Iteration 14Q: 3 clusters Score -1884993 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1885083.375000 Penalty: 4851.001953
	Iteration 15Q: 3 clusters Score -1885083 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1885139.375000 Penalty: 4851.001953
	Iteration 16Q: 3 clusters Score -1885139 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -1885177.875000 Penalty: 4851.001953
	Iteration 17Q: 3 clusters Score -1885178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -1885211.250000 Penalty: 4851.001953
	Iteration 18Q: 3 clusters Score -1885211 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1885246.500000 Penalty: 4851.001953
	Iteration 19Q: 3 clusters Score -1885246 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1885262.625000 Penalty: 4851.001953
	Iteration 20F: 3 clusters Score -1885263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1885284.375000 Penalty: 4851.001953
	Iteration 21Q: 3 clusters Score -1885284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1885301.375000 Penalty: 4851.001953
	Iteration 22Q: 3 clusters Score -1885301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1885312.625000 Penalty: 4851.001953
	Iteration 23Q: 3 clusters Score -1885313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1885320.375000 Penalty: 4851.001953
	Iteration 24Q: 3 clusters Score -1885320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -1885328.625000 Penalty: 4851.001953
	Iteration 25Q: 3 clusters Score -1885329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1885333.625000 Penalty: 4851.001953
	Iteration 26Q: 3 clusters Score -1885334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1885336.625000 Penalty: 4851.001953
	Iteration 27Q: 3 clusters Score -1885337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1885340.000000 Penalty: 4851.001953
	Iteration 28Q: 3 clusters Score -1885340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1885346.500000 Penalty: 4851.001953
	Iteration 29Q: 3 clusters Score -1885346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1885354.375000 Penalty: 4851.001953
	Iteration 30Q: 3 clusters Score -1885354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -1885358.000000 Penalty: 4851.001953
	Iteration 31Q: 3 clusters Score -1885358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -1885359.625000 Penalty: 4851.001953
	Iteration 32Q: 3 clusters Score -1885360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1885358.875000 Penalty: 4851.001953
	Iteration 33Q: 3 clusters Score -1885359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1885360.750000 Penalty: 4851.001953
	Iteration 34Q: 3 clusters Score -1885361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1885361.500000 Penalty: 4851.001953
	Iteration 35Q: 3 clusters Score -1885362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -1885360.375000 Penalty: 4851.001953
	Iteration 36Q: 3 clusters Score -1885360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -1885362.125000 Penalty: 4851.001953
	Iteration 37Q: 3 clusters Score -1885362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1885360.625000 Penalty: 4851.001953
	Iteration 38Q: 3 clusters Score -1885361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1885362.250000 Penalty: 4851.001953
	Iteration 39Q: 3 clusters Score -1885362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1885362.375000 Penalty: 4851.001953
	Iteration 40F: 3 clusters Score -1885362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -1885365.375000 Penalty: 4851.001953
	Iteration 41Q: 3 clusters Score -1885365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1885367.000000 Penalty: 4851.001953
	Iteration 42Q: 3 clusters Score -1885367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1885369.500000 Penalty: 4851.001953
	Iteration 43Q: 3 clusters Score -1885370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1885373.875000 Penalty: 4851.001953
	Iteration 44Q: 3 clusters Score -1885374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -1885375.000000 Penalty: 4851.001953
	Iteration 45Q: 3 clusters Score -1885375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1885373.875000 Penalty: 4851.001953
	Iteration 46Q: 3 clusters Score -1885374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1885375.500000 Penalty: 4851.001953
	Iteration 47Q: 3 clusters Score -1885376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1885377.250000 Penalty: 4851.001953
	Iteration 48Q: 3 clusters Score -1885377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1885377.875000 Penalty: 4851.001953
	Iteration 49Q: 3 clusters Score -1885378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1885377.875000 Penalty: 4851.001953
	Iteration 50F: 3 clusters Score -1885378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Entering Unmasked Estep 
Score: -454993.656250 Penalty: 2088.874756
	Iteration 0F: 2 clusters Score -454993.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -450808.156250 Penalty: 4177.749512
	Iteration 0F: 3 clusters Score -450808.2 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -451779.906250 Penalty: 4177.749512
	Iteration 1F: 3 clusters Score -451779.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -451979.375000 Penalty: 4177.749512
	Iteration 2F: 3 clusters Score -451979.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -452075.531250 Penalty: 4177.749512
	Iteration 3Q: 3 clusters Score -452075.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -452139.937500 Penalty: 4177.749512
	Iteration 4Q: 3 clusters Score -452139.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -452191.593750 Penalty: 4177.749512
	Iteration 5Q: 3 clusters Score -452191.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -452226.625000 Penalty: 4177.749512
	Iteration 6Q: 3 clusters Score -452226.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -452249.187500 Penalty: 4177.749512
	Iteration 7Q: 3 clusters Score -452249.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -452276.031250 Penalty: 4177.749512
	Iteration 8Q: 3 clusters Score -452276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -452307.187500 Penalty: 4177.749512
	Iteration 9Q: 3 clusters Score -452307.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -452335.781250 Penalty: 4177.749512
	Iteration 10Q: 3 clusters Score -452335.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -452354.781250 Penalty: 4177.749512
	Iteration 11Q: 3 clusters Score -452354.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -452378.312500 Penalty: 4177.749512
	Iteration 12Q: 3 clusters Score -452378.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -452396.656250 Penalty: 4177.749512
	Iteration 13Q: 3 clusters Score -452396.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -452412.000000 Penalty: 4177.749512
	Iteration 14Q: 3 clusters Score -452412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -452427.625000 Penalty: 4177.749512
	Iteration 15Q: 3 clusters Score -452427.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -452447.656250 Penalty: 4177.749512
	Iteration 16Q: 3 clusters Score -452447.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -452466.125000 Penalty: 4177.749512
	Iteration 17Q: 3 clusters Score -452466.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -452491.031250 Penalty: 4177.749512
	Iteration 18Q: 3 clusters Score -452491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -452514.968750 Penalty: 4177.749512
	Iteration 19Q: 3 clusters Score -452515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -452533.218750 Penalty: 4177.749512
	Iteration 20F: 3 clusters Score -452533.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -452552.156250 Penalty: 4177.749512
	Iteration 21Q: 3 clusters Score -452552.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -452574.812500 Penalty: 4177.749512
	Iteration 22Q: 3 clusters Score -452574.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -452594.156250 Penalty: 4177.749512
	Iteration 23Q: 3 clusters Score -452594.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -452616.156250 Penalty: 4177.749512
	Iteration 24Q: 3 clusters Score -452616.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -452638.625000 Penalty: 4177.749512
	Iteration 25Q: 3 clusters Score -452638.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -452659.812500 Penalty: 4177.749512
	Iteration 26Q: 3 clusters Score -452659.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -452678.000000 Penalty: 4177.749512
	Iteration 27Q: 3 clusters Score -452678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -452699.593750 Penalty: 4177.749512
	Iteration 28Q: 3 clusters Score -452699.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -452720.250000 Penalty: 4177.749512
	Iteration 29Q: 3 clusters Score -452720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -452731.750000 Penalty: 4177.749512
	Iteration 30Q: 3 clusters Score -452731.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -452747.750000 Penalty: 4177.749512
	Iteration 31Q: 3 clusters Score -452747.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -452764.281250 Penalty: 4177.749512
	Iteration 32Q: 3 clusters Score -452764.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -452784.125000 Penalty: 4177.749512
	Iteration 33Q: 3 clusters Score -452784.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -452804.937500 Penalty: 4177.749512
	Iteration 34Q: 3 clusters Score -452804.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -452823.156250 Penalty: 4177.749512
	Iteration 35Q: 3 clusters Score -452823.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -452835.187500 Penalty: 4177.749512
	Iteration 36Q: 3 clusters Score -452835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -452848.312500 Penalty: 4177.749512
	Iteration 37Q: 3 clusters Score -452848.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -452855.781250 Penalty: 4177.749512
	Iteration 38Q: 3 clusters Score -452855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -452858.750000 Penalty: 4177.749512
	Iteration 39Q: 3 clusters Score -452858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -452863.406250 Penalty: 4177.749512
	Iteration 40F: 3 clusters Score -452863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -452865.656250 Penalty: 4177.749512
	Iteration 41Q: 3 clusters Score -452865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -452868.750000 Penalty: 4177.749512
	Iteration 42Q: 3 clusters Score -452868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -452872.031250 Penalty: 4177.749512
	Iteration 43Q: 3 clusters Score -452872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -452876.968750 Penalty: 4177.749512
	Iteration 44Q: 3 clusters Score -452877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -452881.531250 Penalty: 4177.749512
	Iteration 45Q: 3 clusters Score -452881.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -452886.812500 Penalty: 4177.749512
	Iteration 46Q: 3 clusters Score -452886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -452889.843750 Penalty: 4177.749512
	Iteration 47Q: 3 clusters Score -452889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -452890.875000 Penalty: 4177.749512
	Iteration 48Q: 3 clusters Score -452890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -452891.843750 Penalty: 4177.749512
	Iteration 49Q: 3 clusters Score -452891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -452895.125000 Penalty: 4177.749512
	Iteration 50Q: 3 clusters Score -452895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -452898.187500 Penalty: 4177.749512
	Iteration 51Q: 3 clusters Score -452898.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -452907.156250 Penalty: 4177.749512
	Iteration 52Q: 3 clusters Score -452907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -452915.218750 Penalty: 4177.749512
	Iteration 53Q: 3 clusters Score -452915.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -452924.062500 Penalty: 4177.749512
	Iteration 54Q: 3 clusters Score -452924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -452931.656250 Penalty: 4177.749512
	Iteration 55Q: 3 clusters Score -452931.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -452939.625000 Penalty: 4177.749512
	Iteration 56Q: 3 clusters Score -452939.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -452948.531250 Penalty: 4177.749512
	Iteration 57Q: 3 clusters Score -452948.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -452954.156250 Penalty: 4177.749512
	Iteration 58Q: 3 clusters Score -452954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -452957.343750 Penalty: 4177.749512
	Iteration 59Q: 3 clusters Score -452957.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -452961.125000 Penalty: 4177.749512
	Iteration 60F: 3 clusters Score -452961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -452965.187500 Penalty: 4177.749512
	Iteration 61Q: 3 clusters Score -452965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -452970.437500 Penalty: 4177.749512
	Iteration 62Q: 3 clusters Score -452970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -452973.218750 Penalty: 4177.749512
	Iteration 63Q: 3 clusters Score -452973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -452980.812500 Penalty: 4177.749512
	Iteration 64Q: 3 clusters Score -452980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -452993.812500 Penalty: 4177.749512
	Iteration 65Q: 3 clusters Score -452993.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -453007.062500 Penalty: 4177.749512
	Iteration 66Q: 3 clusters Score -453007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -453022.375000 Penalty: 4177.749512
	Iteration 67Q: 3 clusters Score -453022.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -453034.968750 Penalty: 4177.749512
	Iteration 68Q: 3 clusters Score -453035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -453055.312500 Penalty: 4177.749512
	Iteration 69Q: 3 clusters Score -453055.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -453067.437500 Penalty: 4177.749512
	Iteration 70Q: 3 clusters Score -453067.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -453073.843750 Penalty: 4177.749512
	Iteration 71Q: 3 clusters Score -453073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -453079.468750 Penalty: 4177.749512
	Iteration 72Q: 3 clusters Score -453079.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -453087.250000 Penalty: 4177.749512
	Iteration 73Q: 3 clusters Score -453087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -453092.375000 Penalty: 4177.749512
	Iteration 74Q: 3 clusters Score -453092.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -453098.593750 Penalty: 4177.749512
	Iteration 75Q: 3 clusters Score -453098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -453102.000000 Penalty: 4177.749512
	Iteration 76Q: 3 clusters Score -453102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -453104.687500 Penalty: 4177.749512
	Iteration 77Q: 3 clusters Score -453104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -453108.218750 Penalty: 4177.749512
	Iteration 78Q: 3 clusters Score -453108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -453110.281250 Penalty: 4177.749512
	Iteration 79Q: 3 clusters Score -453110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -453114.000000 Penalty: 4177.749512
	Iteration 80F: 3 clusters Score -453114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -453116.468750 Penalty: 4177.749512
	Iteration 81Q: 3 clusters Score -453116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -453120.156250 Penalty: 4177.749512
	Iteration 82Q: 3 clusters Score -453120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -453121.156250 Penalty: 4177.749512
	Iteration 83Q: 3 clusters Score -453121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -453122.312500 Penalty: 4177.749512
	Iteration 84Q: 3 clusters Score -453122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -453122.281250 Penalty: 4177.749512
	Iteration 85Q: 3 clusters Score -453122.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -453122.281250 Penalty: 4177.749512
	Iteration 86F: 3 clusters Score -453122.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -568735.250000 Penalty: 2136.621094
	Iteration 0F: 2 clusters Score -568735.2 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 2744 members 
Entering Unmasked Estep 
Score: -563877.187500 Penalty: 4273.242188
	Iteration 0F: 3 clusters Score -563877.2 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -565009.000000 Penalty: 4273.242188
	Iteration 1F: 3 clusters Score -565009 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -565222.000000 Penalty: 4273.242188
	Iteration 2F: 3 clusters Score -565222 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -565348.437500 Penalty: 4273.242188
	Iteration 3Q: 3 clusters Score -565348.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -565442.375000 Penalty: 4273.242188
	Iteration 4Q: 3 clusters Score -565442.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -565514.750000 Penalty: 4273.242188
	Iteration 5Q: 3 clusters Score -565514.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -565571.875000 Penalty: 4273.242188
	Iteration 6Q: 3 clusters Score -565571.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -565612.375000 Penalty: 4273.242188
	Iteration 7Q: 3 clusters Score -565612.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -565645.375000 Penalty: 4273.242188
	Iteration 8Q: 3 clusters Score -565645.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -565675.125000 Penalty: 4273.242188
	Iteration 9Q: 3 clusters Score -565675.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -565700.687500 Penalty: 4273.242188
	Iteration 10Q: 3 clusters Score -565700.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -565725.437500 Penalty: 4273.242188
	Iteration 11Q: 3 clusters Score -565725.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -565760.250000 Penalty: 4273.242188
	Iteration 12Q: 3 clusters Score -565760.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -565794.062500 Penalty: 4273.242188
	Iteration 13Q: 3 clusters Score -565794.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -565822.250000 Penalty: 4273.242188
	Iteration 14Q: 3 clusters Score -565822.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -565850.000000 Penalty: 4273.242188
	Iteration 15Q: 3 clusters Score -565850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -565867.750000 Penalty: 4273.242188
	Iteration 16Q: 3 clusters Score -565867.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -565886.312500 Penalty: 4273.242188
	Iteration 17Q: 3 clusters Score -565886.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -565900.187500 Penalty: 4273.242188
	Iteration 18Q: 3 clusters Score -565900.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -565917.187500 Penalty: 4273.242188
	Iteration 19Q: 3 clusters Score -565917.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -565938.312500 Penalty: 4273.242188
	Iteration 20F: 3 clusters Score -565938.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -565954.187500 Penalty: 4273.242188
	Iteration 21Q: 3 clusters Score -565954.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -565975.062500 Penalty: 4273.242188
	Iteration 22Q: 3 clusters Score -565975.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -565994.125000 Penalty: 4273.242188
	Iteration 23Q: 3 clusters Score -565994.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -566014.312500 Penalty: 4273.242188
	Iteration 24Q: 3 clusters Score -566014.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -566028.437500 Penalty: 4273.242188
	Iteration 25Q: 3 clusters Score -566028.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -566044.687500 Penalty: 4273.242188
	Iteration 26Q: 3 clusters Score -566044.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -566066.437500 Penalty: 4273.242188
	Iteration 27Q: 3 clusters Score -566066.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -566088.187500 Penalty: 4273.242188
	Iteration 28Q: 3 clusters Score -566088.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -566110.812500 Penalty: 4273.242188
	Iteration 29Q: 3 clusters Score -566110.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -566142.812500 Penalty: 4273.242188
	Iteration 30Q: 3 clusters Score -566142.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -566172.562500 Penalty: 4273.242188
	Iteration 31Q: 3 clusters Score -566172.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -566200.812500 Penalty: 4273.242188
	Iteration 32Q: 3 clusters Score -566200.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -566241.812500 Penalty: 4273.242188
	Iteration 33Q: 3 clusters Score -566241.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -566301.062500 Penalty: 4273.242188
	Iteration 34Q: 3 clusters Score -566301.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -566369.812500 Penalty: 4273.242188
	Iteration 35Q: 3 clusters Score -566369.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -566445.000000 Penalty: 4273.242188
	Iteration 36Q: 3 clusters Score -566445 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -566521.750000 Penalty: 4273.242188
	Iteration 37Q: 3 clusters Score -566521.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -566597.375000 Penalty: 4273.242188
	Iteration 38Q: 3 clusters Score -566597.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -566681.750000 Penalty: 4273.242188
	Iteration 39Q: 3 clusters Score -566681.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -566749.437500 Penalty: 4273.242188
	Iteration 40F: 3 clusters Score -566749.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -566788.687500 Penalty: 4273.242188
	Iteration 41Q: 3 clusters Score -566788.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -566814.625000 Penalty: 4273.242188
	Iteration 42Q: 3 clusters Score -566814.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -566833.250000 Penalty: 4273.242188
	Iteration 43Q: 3 clusters Score -566833.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -566851.937500 Penalty: 4273.242188
	Iteration 44Q: 3 clusters Score -566851.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -566862.000000 Penalty: 4273.242188
	Iteration 45Q: 3 clusters Score -566862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -566869.687500 Penalty: 4273.242188
	Iteration 46Q: 3 clusters Score -566869.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -566873.625000 Penalty: 4273.242188
	Iteration 47Q: 3 clusters Score -566873.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -566880.375000 Penalty: 4273.242188
	Iteration 48Q: 3 clusters Score -566880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -566883.812500 Penalty: 4273.242188
	Iteration 49Q: 3 clusters Score -566883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -566888.625000 Penalty: 4273.242188
	Iteration 50Q: 3 clusters Score -566888.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -566891.000000 Penalty: 4273.242188
	Iteration 51Q: 3 clusters Score -566891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -566895.187500 Penalty: 4273.242188
	Iteration 52Q: 3 clusters Score -566895.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -566902.062500 Penalty: 4273.242188
	Iteration 53Q: 3 clusters Score -566902.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -566904.750000 Penalty: 4273.242188
	Iteration 54Q: 3 clusters Score -566904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -566906.625000 Penalty: 4273.242188
	Iteration 55Q: 3 clusters Score -566906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -566906.937500 Penalty: 4273.242188
	Iteration 56Q: 3 clusters Score -566906.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -566908.125000 Penalty: 4273.242188
	Iteration 57Q: 3 clusters Score -566908.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -566909.500000 Penalty: 4273.242188
	Iteration 58Q: 3 clusters Score -566909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -566909.500000 Penalty: 4273.242188
	Iteration 59F: 3 clusters Score -566909.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 4 contains 71622 members 
Mstep: Class 5 contains 217045 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8954 members 
Mstep: Class 11 contains 191173 members 
Mstep: Class 14 contains 39108 members 
Mstep: Class 15 contains 87843 members 
Mstep: Class 16 contains 23909 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17681 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 21 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057576.000000 Penalty: 43306.667969
Iteration 199Q: 14 clusters Score -7.005758e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 4 contains 71776 members 
Mstep: Class 5 contains 217141 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8951 members 
Mstep: Class 11 contains 190757 members 
Mstep: Class 14 contains 39106 members 
Mstep: Class 15 contains 87988 members 
Mstep: Class 16 contains 23920 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17708 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 21 contains 5526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057464.000000 Penalty: 43306.667969
Iteration 200F: 14 clusters Score -7.005746e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 4 contains 71935 members 
Mstep: Class 5 contains 217194 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8947 members 
Mstep: Class 11 contains 190315 members 
Mstep: Class 14 contains 39112 members 
Mstep: Class 15 contains 88156 members 
Mstep: Class 16 contains 23938 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17745 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 21 contains 5537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057344.000000 Penalty: 43306.667969
Iteration 201Q: 14 clusters Score -7.005734e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 4 contains 72106 members 
Mstep: Class 5 contains 217306 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8941 members 
Mstep: Class 11 contains 189810 members 
Mstep: Class 14 contains 39112 members 
Mstep: Class 15 contains 88356 members 
Mstep: Class 16 contains 23952 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17768 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 21 contains 5545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057408.000000 Penalty: 43306.667969
Iteration 202Q: 14 clusters Score -7.005741e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 4 contains 72279 members 
Mstep: Class 5 contains 217405 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8936 members 
Mstep: Class 11 contains 189314 members 
Mstep: Class 14 contains 39118 members 
Mstep: Class 15 contains 88541 members 
Mstep: Class 16 contains 23979 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17784 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 21 contains 5550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057352.000000 Penalty: 43306.667969
Iteration 203Q: 14 clusters Score -7.005735e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 4 contains 72460 members 
Mstep: Class 5 contains 217478 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8930 members 
Mstep: Class 11 contains 188824 members 
Mstep: Class 14 contains 39121 members 
Mstep: Class 15 contains 88727 members 
Mstep: Class 16 contains 24005 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17816 members 
Mstep: Class 19 contains 4551 members 
Mstep: Class 21 contains 5557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057216.000000 Penalty: 43306.667969
Iteration 204Q: 14 clusters Score -7.005722e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 4 contains 72638 members 
Mstep: Class 5 contains 217526 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8923 members 
Mstep: Class 11 contains 188347 members 
Mstep: Class 14 contains 39130 members 
Mstep: Class 15 contains 88934 members 
Mstep: Class 16 contains 24033 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17839 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 21 contains 5560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057104.000000 Penalty: 43306.667969
Iteration 205Q: 14 clusters Score -7.00571e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 4 contains 72834 members 
Mstep: Class 5 contains 217598 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8918 members 
Mstep: Class 11 contains 187851 members 
Mstep: Class 14 contains 39131 members 
Mstep: Class 15 contains 89141 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17864 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 21 contains 5564 members 
Entering Unmasked Estep 
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Iteration 206Q: 14 clusters Score -7.005702e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 4 contains 73049 members 
Mstep: Class 5 contains 217671 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8912 members 
Mstep: Class 11 contains 187293 members 
Mstep: Class 14 contains 39131 members 
Mstep: Class 15 contains 89383 members 
Mstep: Class 16 contains 24071 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17895 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 21 contains 5577 members 
Entering Unmasked Estep 
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Iteration 207Q: 14 clusters Score -7.005676e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 4 contains 73259 members 
Mstep: Class 5 contains 217778 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8903 members 
Mstep: Class 11 contains 186701 members 
Mstep: Class 14 contains 39126 members 
Mstep: Class 15 contains 89627 members 
Mstep: Class 16 contains 24100 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17922 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 21 contains 5583 members 
Entering Unmasked Estep 
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Iteration 208Q: 14 clusters Score -7.005669e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 4 contains 73456 members 
Mstep: Class 5 contains 217871 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8891 members 
Mstep: Class 11 contains 186102 members 
Mstep: Class 14 contains 39132 members 
Mstep: Class 15 contains 89899 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17947 members 
Mstep: Class 19 contains 4553 members 
Mstep: Class 21 contains 5593 members 
Entering Unmasked Estep 
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Iteration 209Q: 14 clusters Score -7.005646e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 4 contains 73652 members 
Mstep: Class 5 contains 217957 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 185495 members 
Mstep: Class 14 contains 39137 members 
Mstep: Class 15 contains 90187 members 
Mstep: Class 16 contains 24169 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17960 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 21 contains 5607 members 
Entering Unmasked Estep 
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Iteration 210Q: 14 clusters Score -7.005641e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 4 contains 73843 members 
Mstep: Class 5 contains 218051 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8872 members 
Mstep: Class 11 contains 184903 members 
Mstep: Class 14 contains 39132 members 
Mstep: Class 15 contains 90454 members 
Mstep: Class 16 contains 24202 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 17986 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 21 contains 5619 members 
Entering Unmasked Estep 
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Iteration 211Q: 14 clusters Score -7.005627e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 4 contains 74028 members 
Mstep: Class 5 contains 218150 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8859 members 
Mstep: Class 11 contains 184289 members 
Mstep: Class 14 contains 39143 members 
Mstep: Class 15 contains 90741 members 
Mstep: Class 16 contains 24233 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18006 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 21 contains 5634 members 
Entering Unmasked Estep 
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Iteration 212Q: 14 clusters Score -7.005634e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 4 contains 74218 members 
Mstep: Class 5 contains 218254 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8847 members 
Mstep: Class 11 contains 183659 members 
Mstep: Class 14 contains 39146 members 
Mstep: Class 15 contains 91035 members 
Mstep: Class 16 contains 24264 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18030 members 
Mstep: Class 19 contains 4559 members 
Mstep: Class 21 contains 5647 members 
Entering Unmasked Estep 
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Iteration 213Q: 14 clusters Score -7.005619e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 4 contains 74437 members 
Mstep: Class 5 contains 218332 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8839 members 
Mstep: Class 11 contains 182986 members 
Mstep: Class 14 contains 39149 members 
Mstep: Class 15 contains 91343 members 
Mstep: Class 16 contains 24301 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18061 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 21 contains 5668 members 
Entering Unmasked Estep 
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Iteration 214Q: 14 clusters Score -7.005598e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 4 contains 74661 members 
Mstep: Class 5 contains 218399 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8836 members 
Mstep: Class 11 contains 182323 members 
Mstep: Class 14 contains 39141 members 
Mstep: Class 15 contains 91662 members 
Mstep: Class 16 contains 24345 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18088 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 21 contains 5680 members 
Entering Unmasked Estep 
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Iteration 215Q: 14 clusters Score -7.005605e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 4 contains 74910 members 
Mstep: Class 5 contains 218462 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8832 members 
Mstep: Class 11 contains 181630 members 
Mstep: Class 14 contains 39143 members 
Mstep: Class 15 contains 91965 members 
Mstep: Class 16 contains 24381 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18119 members 
Mstep: Class 19 contains 4561 members 
Mstep: Class 21 contains 5701 members 
Entering Unmasked Estep 
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Iteration 216Q: 14 clusters Score -7.005596e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 4 contains 75139 members 
Mstep: Class 5 contains 218509 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8828 members 
Mstep: Class 11 contains 180949 members 
Mstep: Class 14 contains 39141 members 
Mstep: Class 15 contains 92299 members 
Mstep: Class 16 contains 24403 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18161 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 21 contains 5721 members 
Entering Unmasked Estep 
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Iteration 217Q: 14 clusters Score -7.005593e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 4 contains 75368 members 
Mstep: Class 5 contains 218558 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8824 members 
Mstep: Class 11 contains 180226 members 
Mstep: Class 14 contains 39138 members 
Mstep: Class 15 contains 92672 members 
Mstep: Class 16 contains 24436 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18203 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 21 contains 5736 members 
Entering Unmasked Estep 
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Iteration 218Q: 14 clusters Score -7.005564e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 4 contains 75611 members 
Mstep: Class 5 contains 218590 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8816 members 
Mstep: Class 11 contains 179468 members 
Mstep: Class 14 contains 39131 members 
Mstep: Class 15 contains 93087 members 
Mstep: Class 16 contains 24471 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18243 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 21 contains 5749 members 
Entering Unmasked Estep 
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Iteration 219Q: 14 clusters Score -7.00556e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 4 contains 75853 members 
Mstep: Class 5 contains 218613 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8805 members 
Mstep: Class 11 contains 178695 members 
Mstep: Class 14 contains 39109 members 
Mstep: Class 15 contains 93554 members 
Mstep: Class 16 contains 24499 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18275 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 21 contains 5764 members 
Entering Unmasked Estep 
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Iteration 220F: 14 clusters Score -7.005566e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 4 contains 76108 members 
Mstep: Class 5 contains 218625 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 177918 members 
Mstep: Class 14 contains 39083 members 
Mstep: Class 15 contains 94051 members 
Mstep: Class 16 contains 24523 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18284 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 21 contains 5787 members 
Entering Unmasked Estep 
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Iteration 221Q: 14 clusters Score -7.005566e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 4 contains 76385 members 
Mstep: Class 5 contains 218621 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8783 members 
Mstep: Class 11 contains 177149 members 
Mstep: Class 14 contains 39068 members 
Mstep: Class 15 contains 94507 members 
Mstep: Class 16 contains 24562 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18300 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 21 contains 5806 members 
Entering Unmasked Estep 
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Iteration 222Q: 14 clusters Score -7.005586e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 4 contains 76652 members 
Mstep: Class 5 contains 218604 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8777 members 
Mstep: Class 11 contains 176391 members 
Mstep: Class 14 contains 39046 members 
Mstep: Class 15 contains 94982 members 
Mstep: Class 16 contains 24597 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18319 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 21 contains 5819 members 
Entering Unmasked Estep 
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Iteration 223Q: 14 clusters Score -7.005589e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 4 contains 76909 members 
Mstep: Class 5 contains 218605 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8772 members 
Mstep: Class 11 contains 175637 members 
Mstep: Class 14 contains 39029 members 
Mstep: Class 15 contains 95453 members 
Mstep: Class 16 contains 24629 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18336 members 
Mstep: Class 19 contains 4577 members 
Mstep: Class 21 contains 5823 members 
Entering Unmasked Estep 
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Iteration 224Q: 14 clusters Score -7.005603e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 4 contains 77156 members 
Mstep: Class 5 contains 218572 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8767 members 
Mstep: Class 11 contains 174859 members 
Mstep: Class 14 contains 39028 members 
Mstep: Class 15 contains 95969 members 
Mstep: Class 16 contains 24670 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18360 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 21 contains 5824 members 
Entering Unmasked Estep 
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Iteration 225Q: 14 clusters Score -7.00562e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 4 contains 77386 members 
Mstep: Class 5 contains 218589 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8762 members 
Mstep: Class 11 contains 174068 members 
Mstep: Class 14 contains 39020 members 
Mstep: Class 15 contains 96467 members 
Mstep: Class 16 contains 24698 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18388 members 
Mstep: Class 19 contains 4577 members 
Mstep: Class 21 contains 5828 members 
Entering Unmasked Estep 
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Iteration 226Q: 14 clusters Score -7.005631e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 4 contains 77606 members 
Mstep: Class 5 contains 218610 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8754 members 
Mstep: Class 11 contains 173246 members 
Mstep: Class 14 contains 39018 members 
Mstep: Class 15 contains 97004 members 
Mstep: Class 16 contains 24726 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18406 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 21 contains 5838 members 
Entering Unmasked Estep 
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Iteration 227Q: 14 clusters Score -7.005634e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 4 contains 77820 members 
Mstep: Class 5 contains 218644 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8748 members 
Mstep: Class 11 contains 172447 members 
Mstep: Class 14 contains 38993 members 
Mstep: Class 15 contains 97539 members 
Mstep: Class 16 contains 24754 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18429 members 
Mstep: Class 19 contains 4579 members 
Mstep: Class 21 contains 5843 members 
Entering Unmasked Estep 
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Iteration 228Q: 14 clusters Score -7.005642e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 4 contains 78035 members 
Mstep: Class 5 contains 218655 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8743 members 
Mstep: Class 11 contains 171680 members 
Mstep: Class 14 contains 38965 members 
Mstep: Class 15 contains 98058 members 
Mstep: Class 16 contains 24794 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18446 members 
Mstep: Class 19 contains 4582 members 
Mstep: Class 21 contains 5846 members 
Entering Unmasked Estep 
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Iteration 229Q: 14 clusters Score -7.005651e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 4 contains 78251 members 
Mstep: Class 5 contains 218643 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8737 members 
Mstep: Class 11 contains 170919 members 
Mstep: Class 14 contains 38951 members 
Mstep: Class 15 contains 98582 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18470 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 21 contains 5849 members 
Entering Unmasked Estep 
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Iteration 230Q: 14 clusters Score -7.005666e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 4 contains 78462 members 
Mstep: Class 5 contains 218632 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8732 members 
Mstep: Class 11 contains 170126 members 
Mstep: Class 14 contains 38934 members 
Mstep: Class 15 contains 99136 members 
Mstep: Class 16 contains 24868 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18495 members 
Mstep: Class 19 contains 4577 members 
Mstep: Class 21 contains 5861 members 
Entering Unmasked Estep 
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Iteration 231Q: 14 clusters Score -7.005677e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 4 contains 78688 members 
Mstep: Class 5 contains 218588 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8719 members 
Mstep: Class 11 contains 169356 members 
Mstep: Class 14 contains 38921 members 
Mstep: Class 15 contains 99713 members 
Mstep: Class 16 contains 24895 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18510 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 21 contains 5872 members 
Entering Unmasked Estep 
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Iteration 232Q: 14 clusters Score -7.00569e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 4 contains 78902 members 
Mstep: Class 5 contains 218507 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8707 members 
Mstep: Class 11 contains 168642 members 
Mstep: Class 14 contains 38902 members 
Mstep: Class 15 contains 100275 members 
Mstep: Class 16 contains 24926 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18529 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 21 contains 5883 members 
Entering Unmasked Estep 
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Iteration 233Q: 14 clusters Score -7.005706e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 4 contains 79119 members 
Mstep: Class 5 contains 218422 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8695 members 
Mstep: Class 11 contains 167917 members 
Mstep: Class 14 contains 38878 members 
Mstep: Class 15 contains 100839 members 
Mstep: Class 16 contains 24951 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18560 members 
Mstep: Class 19 contains 4586 members 
Mstep: Class 21 contains 5895 members 
Entering Unmasked Estep 
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Iteration 234Q: 14 clusters Score -7.005705e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 4 contains 79299 members 
Mstep: Class 5 contains 218316 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8689 members 
Mstep: Class 11 contains 167234 members 
Mstep: Class 14 contains 38847 members 
Mstep: Class 15 contains 101417 members 
Mstep: Class 16 contains 24978 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18595 members 
Mstep: Class 19 contains 4586 members 
Mstep: Class 21 contains 5907 members 
Entering Unmasked Estep 
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Iteration 235Q: 14 clusters Score -7.005728e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 4 contains 79457 members 
Mstep: Class 5 contains 218245 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8679 members 
Mstep: Class 11 contains 166532 members 
Mstep: Class 14 contains 38813 members 
Mstep: Class 15 contains 102020 members 
Mstep: Class 16 contains 25009 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18621 members 
Mstep: Class 19 contains 4583 members 
Mstep: Class 21 contains 5917 members 
Entering Unmasked Estep 
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Iteration 236Q: 14 clusters Score -7.00573e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 4 contains 79598 members 
Mstep: Class 5 contains 218136 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8667 members 
Mstep: Class 11 contains 165905 members 
Mstep: Class 14 contains 38786 members 
Mstep: Class 15 contains 102607 members 
Mstep: Class 16 contains 25039 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18648 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 21 contains 5924 members 
Entering Unmasked Estep 
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Iteration 237Q: 14 clusters Score -7.005753e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 4 contains 79747 members 
Mstep: Class 5 contains 217999 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 165275 members 
Mstep: Class 14 contains 38772 members 
Mstep: Class 15 contains 103211 members 
Mstep: Class 16 contains 25058 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18682 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 21 contains 5929 members 
Entering Unmasked Estep 
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Iteration 238Q: 14 clusters Score -7.005774e+07 nChanged 1176
Entering ConstructFrom: 
Score: -70057744.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (11244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Entering Unmasked Estep 
Score: -1176222.625000 Penalty: 2313.242432
	Iteration 0F: 2 clusters Score -1176223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1167825.250000 Penalty: 4626.484863
	Iteration 0F: 3 clusters Score -1167825 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1170320.875000 Penalty: 4626.484863
	Iteration 1F: 3 clusters Score -1170321 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1170612.000000 Penalty: 4626.484863
	Iteration 2F: 3 clusters Score -1170612 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1170827.875000 Penalty: 4626.484863
	Iteration 3Q: 3 clusters Score -1170828 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1170979.000000 Penalty: 4626.484863
	Iteration 4Q: 3 clusters Score -1170979 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1171098.125000 Penalty: 4626.484863
	Iteration 5Q: 3 clusters Score -1171098 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1171222.875000 Penalty: 4626.484863
	Iteration 6Q: 3 clusters Score -1171223 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1171354.125000 Penalty: 4626.484863
	Iteration 7Q: 3 clusters Score -1171354 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1171512.750000 Penalty: 4626.484863
	Iteration 8Q: 3 clusters Score -1171513 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1171687.750000 Penalty: 4626.484863
	Iteration 9Q: 3 clusters Score -1171688 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1171906.875000 Penalty: 4626.484863
	Iteration 10Q: 3 clusters Score -1171907 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1172233.875000 Penalty: 4626.484863
	Iteration 11Q: 3 clusters Score -1172234 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1172608.625000 Penalty: 4626.484863
	Iteration 12Q: 3 clusters Score -1172609 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1172979.000000 Penalty: 4626.484863
	Iteration 13Q: 3 clusters Score -1172979 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1173320.500000 Penalty: 4626.484863
	Iteration 14Q: 3 clusters Score -1173320 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1173579.250000 Penalty: 4626.484863
	Iteration 15Q: 3 clusters Score -1173579 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1173783.875000 Penalty: 4626.484863
	Iteration 16Q: 3 clusters Score -1173784 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1173935.500000 Penalty: 4626.484863
	Iteration 17Q: 3 clusters Score -1173936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1174037.250000 Penalty: 4626.484863
	Iteration 18Q: 3 clusters Score -1174037 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1174113.250000 Penalty: 4626.484863
	Iteration 19Q: 3 clusters Score -1174113 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1174172.750000 Penalty: 4626.484863
	Iteration 20F: 3 clusters Score -1174173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1174214.750000 Penalty: 4626.484863
	Iteration 21Q: 3 clusters Score -1174215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1174242.125000 Penalty: 4626.484863
	Iteration 22Q: 3 clusters Score -1174242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1174262.625000 Penalty: 4626.484863
	Iteration 23Q: 3 clusters Score -1174263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1174279.875000 Penalty: 4626.484863
	Iteration 24Q: 3 clusters Score -1174280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1174287.750000 Penalty: 4626.484863
	Iteration 25Q: 3 clusters Score -1174288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1174292.750000 Penalty: 4626.484863
	Iteration 26Q: 3 clusters Score -1174293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1174297.625000 Penalty: 4626.484863
	Iteration 27Q: 3 clusters Score -1174298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1174306.250000 Penalty: 4626.484863
	Iteration 28Q: 3 clusters Score -1174306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1174307.500000 Penalty: 4626.484863
	Iteration 29Q: 3 clusters Score -1174308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1174307.625000 Penalty: 4626.484863
	Iteration 30Q: 3 clusters Score -1174308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1174307.625000 Penalty: 4626.484863
	Iteration 31F: 3 clusters Score -1174308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Entering Unmasked Estep 
Score: -8429921.000000 Penalty: 2799.406738
	Iteration 0F: 2 clusters Score -8429921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -8376143.500000 Penalty: 5598.813477
	Iteration 0F: 3 clusters Score -8376144 nChanged 37643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -8397544.000000 Penalty: 5598.813477
	Iteration 1F: 3 clusters Score -8397544 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8398302.000000 Penalty: 5598.813477
	Iteration 2Q: 3 clusters Score -8398302 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -8399302.000000 Penalty: 5598.813477
	Iteration 3Q: 3 clusters Score -8399302 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8400888.000000 Penalty: 5598.813477
	Iteration 4Q: 3 clusters Score -8400888 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -8403346.000000 Penalty: 5598.813477
	Iteration 5F: 3 clusters Score -8403346 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -8407020.000000 Penalty: 5598.813477
	Iteration 6F: 3 clusters Score -8407020 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -8411857.000000 Penalty: 5598.813477
	Iteration 7F: 3 clusters Score -8411857 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -8417083.000000 Penalty: 5598.813477
	Iteration 8F: 3 clusters Score -8417083 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -8421360.000000 Penalty: 5598.813477
	Iteration 9F: 3 clusters Score -8421360 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -8423924.000000 Penalty: 5598.813477
	Iteration 10Q: 3 clusters Score -8423924 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -8425107.000000 Penalty: 5598.813477
	Iteration 11Q: 3 clusters Score -8425107 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 72495 members 
Entering Unmasked Estep 
Score: -8425594.000000 Penalty: 5598.813477
	Iteration 12Q: 3 clusters Score -8425594 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -8425953.000000 Penalty: 5598.813477
	Iteration 13Q: 3 clusters Score -8425953 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -8426146.000000 Penalty: 5598.813477
	Iteration 14Q: 3 clusters Score -8426146 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -8426360.000000 Penalty: 5598.813477
	Iteration 15Q: 3 clusters Score -8426360 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 74913 members 
Entering Unmasked Estep 
Score: -8426562.000000 Penalty: 5598.813477
	Iteration 16Q: 3 clusters Score -8426562 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -8426706.000000 Penalty: 5598.813477
	Iteration 17Q: 3 clusters Score -8426706 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -8426867.000000 Penalty: 5598.813477
	Iteration 18Q: 3 clusters Score -8426867 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -8426983.000000 Penalty: 5598.813477
	Iteration 19Q: 3 clusters Score -8426983 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -8427086.000000 Penalty: 5598.813477
	Iteration 20F: 3 clusters Score -8427086 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -8427148.000000 Penalty: 5598.813477
	Iteration 21Q: 3 clusters Score -8427148 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 76810 members 
Entering Unmasked Estep 
Score: -8427216.000000 Penalty: 5598.813477
	Iteration 22Q: 3 clusters Score -8427216 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -8427287.000000 Penalty: 5598.813477
	Iteration 23Q: 3 clusters Score -8427287 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 77214 members 
Entering Unmasked Estep 
Score: -8427333.000000 Penalty: 5598.813477
	Iteration 24Q: 3 clusters Score -8427333 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -8427360.000000 Penalty: 5598.813477
	Iteration 25Q: 3 clusters Score -8427360 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -8427428.000000 Penalty: 5598.813477
	Iteration 26Q: 3 clusters Score -8427428 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -8427466.000000 Penalty: 5598.813477
	Iteration 27Q: 3 clusters Score -8427466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -8427504.000000 Penalty: 5598.813477
	Iteration 28Q: 3 clusters Score -8427504 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -8427562.000000 Penalty: 5598.813477
	Iteration 29Q: 3 clusters Score -8427562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -8427593.000000 Penalty: 5598.813477
	Iteration 30Q: 3 clusters Score -8427593 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -8427597.000000 Penalty: 5598.813477
	Iteration 31Q: 3 clusters Score -8427597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -8427636.000000 Penalty: 5598.813477
	Iteration 32Q: 3 clusters Score -8427636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -8427656.000000 Penalty: 5598.813477
	Iteration 33Q: 3 clusters Score -8427656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -8427682.000000 Penalty: 5598.813477
	Iteration 34Q: 3 clusters Score -8427682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -8427692.000000 Penalty: 5598.813477
	Iteration 35Q: 3 clusters Score -8427692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -8427690.000000 Penalty: 5598.813477
	Iteration 36Q: 3 clusters Score -8427690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -8427694.000000 Penalty: 5598.813477
	Iteration 37Q: 3 clusters Score -8427694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -8427702.000000 Penalty: 5598.813477
	Iteration 38Q: 3 clusters Score -8427702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 78357 members 
Entering Unmasked Estep 
Score: -8427711.000000 Penalty: 5598.813477
	Iteration 39Q: 3 clusters Score -8427711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 78371 members 
Entering Unmasked Estep 
Score: -8427712.000000 Penalty: 5598.813477
	Iteration 40F: 3 clusters Score -8427712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -8427707.000000 Penalty: 5598.813477
	Iteration 41Q: 3 clusters Score -8427707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 78398 members 
Entering Unmasked Estep 
Score: -8427719.000000 Penalty: 5598.813477
	Iteration 42Q: 3 clusters Score -8427719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -8427725.000000 Penalty: 5598.813477
	Iteration 43Q: 3 clusters Score -8427725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 78411 members 
Entering Unmasked Estep 
Score: -8427722.000000 Penalty: 5598.813477
	Iteration 44Q: 3 clusters Score -8427722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -8427725.000000 Penalty: 5598.813477
	Iteration 45Q: 3 clusters Score -8427725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -8427720.000000 Penalty: 5598.813477
	Iteration 46Q: 3 clusters Score -8427720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -8427726.000000 Penalty: 5598.813477
	Iteration 47Q: 3 clusters Score -8427726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -8427729.000000 Penalty: 5598.813477
	Iteration 48Q: 3 clusters Score -8427729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -8427730.000000 Penalty: 5598.813477
	Iteration 49Q: 3 clusters Score -8427730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -8427733.000000 Penalty: 5598.813477
	Iteration 50Q: 3 clusters Score -8427733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -8427732.000000 Penalty: 5598.813477
	Iteration 51Q: 3 clusters Score -8427732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -8427735.000000 Penalty: 5598.813477
	Iteration 52Q: 3 clusters Score -8427735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 78445 members 
Entering Unmasked Estep 
Score: -8427737.000000 Penalty: 5598.813477
	Iteration 53Q: 3 clusters Score -8427737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 78448 members 
Entering Unmasked Estep 
Score: -8427739.000000 Penalty: 5598.813477
	Iteration 54Q: 3 clusters Score -8427739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -8427741.000000 Penalty: 5598.813477
	Iteration 55Q: 3 clusters Score -8427741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -8427743.000000 Penalty: 5598.813477
	Iteration 56Q: 3 clusters Score -8427743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -8427739.000000 Penalty: 5598.813477
	Iteration 57Q: 3 clusters Score -8427739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -8427739.000000 Penalty: 5598.813477
	Iteration 58F: 3 clusters Score -8427739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (217899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217899 members 
Entering Unmasked Estep 
Score: -22776784.000000 Penalty: 3048.363281
	Iteration 0F: 2 clusters Score -2.277678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -22640700.000000 Penalty: 6096.726562
	Iteration 0F: 3 clusters Score -2.26407e+07 nChanged 105065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -22701562.000000 Penalty: 6096.726562
	Iteration 1F: 3 clusters Score -2.270156e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 105832 members 
Entering Unmasked Estep 
Score: -22702378.000000 Penalty: 6096.726562
	Iteration 2Q: 3 clusters Score -2.270238e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 104295 members 
Entering Unmasked Estep 
Score: -22703254.000000 Penalty: 6096.726562
	Iteration 3Q: 3 clusters Score -2.270325e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115856 members 
Mstep: Class 2 contains 102043 members 
Entering Unmasked Estep 
Score: -22704114.000000 Penalty: 6096.726562
	Iteration 4Q: 3 clusters Score -2.270411e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119154 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -22705500.000000 Penalty: 6096.726562
	Iteration 5Q: 3 clusters Score -2.27055e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124030 members 
Mstep: Class 2 contains 93869 members 
Entering Unmasked Estep 
Score: -22707520.000000 Penalty: 6096.726562
	Iteration 6Q: 3 clusters Score -2.270752e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131208 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -22711008.000000 Penalty: 6096.726562
	Iteration 7Q: 3 clusters Score -2.271101e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141142 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -22717222.000000 Penalty: 6096.726562
	Iteration 8F: 3 clusters Score -2.271722e+07 nChanged 14061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -22726984.000000 Penalty: 6096.726562
	Iteration 9F: 3 clusters Score -2.272698e+07 nChanged 15001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -22739280.000000 Penalty: 6096.726562
	Iteration 10F: 3 clusters Score -2.273928e+07 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179366 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -22751174.000000 Penalty: 6096.726562
	Iteration 11F: 3 clusters Score -2.275117e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -22759450.000000 Penalty: 6096.726562
	Iteration 12Q: 3 clusters Score -2.275945e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192520 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -22764614.000000 Penalty: 6096.726562
	Iteration 13Q: 3 clusters Score -2.276461e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196221 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -22767666.000000 Penalty: 6096.726562
	Iteration 14Q: 3 clusters Score -2.276767e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199241 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -22769786.000000 Penalty: 6096.726562
	Iteration 15Q: 3 clusters Score -2.276979e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201837 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -22770614.000000 Penalty: 6096.726562
	Iteration 16Q: 3 clusters Score -2.277061e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204093 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -22771396.000000 Penalty: 6096.726562
	Iteration 17Q: 3 clusters Score -2.27714e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206093 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -22772106.000000 Penalty: 6096.726562
	Iteration 18Q: 3 clusters Score -2.277211e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207805 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -22772622.000000 Penalty: 6096.726562
	Iteration 19Q: 3 clusters Score -2.277262e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209206 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -22773190.000000 Penalty: 6096.726562
	Iteration 20F: 3 clusters Score -2.277319e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210417 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -22773502.000000 Penalty: 6096.726562
	Iteration 21Q: 3 clusters Score -2.27735e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211400 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -22773754.000000 Penalty: 6096.726562
	Iteration 22Q: 3 clusters Score -2.277375e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212296 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -22774032.000000 Penalty: 6096.726562
	Iteration 23Q: 3 clusters Score -2.277403e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213079 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -22774280.000000 Penalty: 6096.726562
	Iteration 24Q: 3 clusters Score -2.277428e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213723 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -22774432.000000 Penalty: 6096.726562
	Iteration 25Q: 3 clusters Score -2.277443e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214259 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -22774466.000000 Penalty: 6096.726562
	Iteration 26Q: 3 clusters Score -2.277447e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214707 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -22774516.000000 Penalty: 6096.726562
	Iteration 27Q: 3 clusters Score -2.277452e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215076 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -22774590.000000 Penalty: 6096.726562
	Iteration 28Q: 3 clusters Score -2.277459e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215403 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -22774586.000000 Penalty: 6096.726562
	Iteration 29Q: 3 clusters Score -2.277459e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215697 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22774632.000000 Penalty: 6096.726562
	Iteration 30Q: 3 clusters Score -2.277463e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215915 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -22774636.000000 Penalty: 6096.726562
	Iteration 31Q: 3 clusters Score -2.277464e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216083 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -22774602.000000 Penalty: 6096.726562
	Iteration 32Q: 3 clusters Score -2.27746e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216221 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22774594.000000 Penalty: 6096.726562
	Iteration 33Q: 3 clusters Score -2.277459e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216329 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -22774582.000000 Penalty: 6096.726562
	Iteration 34Q: 3 clusters Score -2.277458e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216417 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22774558.000000 Penalty: 6096.726562
	Iteration 35Q: 3 clusters Score -2.277456e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216515 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -22774536.000000 Penalty: 6096.726562
	Iteration 36Q: 3 clusters Score -2.277454e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216598 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22774548.000000 Penalty: 6096.726562
	Iteration 37Q: 3 clusters Score -2.277455e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216665 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -22774536.000000 Penalty: 6096.726562
	Iteration 38Q: 3 clusters Score -2.277454e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216724 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22774572.000000 Penalty: 6096.726562
	Iteration 39Q: 3 clusters Score -2.277457e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216767 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -22774558.000000 Penalty: 6096.726562
	Iteration 40F: 3 clusters Score -2.277456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216801 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22774576.000000 Penalty: 6096.726562
	Iteration 41Q: 3 clusters Score -2.277458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216839 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -22774578.000000 Penalty: 6096.726562
	Iteration 42Q: 3 clusters Score -2.277458e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216872 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22774560.000000 Penalty: 6096.726562
	Iteration 43Q: 3 clusters Score -2.277456e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216900 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -22774560.000000 Penalty: 6096.726562
	Iteration 44Q: 3 clusters Score -2.277456e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216926 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -22774602.000000 Penalty: 6096.726562
	Iteration 45Q: 3 clusters Score -2.27746e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216945 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -22774616.000000 Penalty: 6096.726562
	Iteration 46Q: 3 clusters Score -2.277462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216955 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22774630.000000 Penalty: 6096.726562
	Iteration 47Q: 3 clusters Score -2.277463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216965 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -22774620.000000 Penalty: 6096.726562
	Iteration 48Q: 3 clusters Score -2.277462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216976 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -22774618.000000 Penalty: 6096.726562
	Iteration 49Q: 3 clusters Score -2.277462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216982 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22774616.000000 Penalty: 6096.726562
	Iteration 50Q: 3 clusters Score -2.277462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216989 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -22774624.000000 Penalty: 6096.726562
	Iteration 51Q: 3 clusters Score -2.277462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216995 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22774638.000000 Penalty: 6096.726562
	Iteration 52Q: 3 clusters Score -2.277464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22774624.000000 Penalty: 6096.726562
	Iteration 53Q: 3 clusters Score -2.277462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217000 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22774624.000000 Penalty: 6096.726562
	Iteration 54Q: 3 clusters Score -2.277462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217003 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22774622.000000 Penalty: 6096.726562
	Iteration 55Q: 3 clusters Score -2.277462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217006 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22774624.000000 Penalty: 6096.726562
	Iteration 56Q: 3 clusters Score -2.277462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217010 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -22774628.000000 Penalty: 6096.726562
	Iteration 57Q: 3 clusters Score -2.277463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217011 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22774632.000000 Penalty: 6096.726562
	Iteration 58Q: 3 clusters Score -2.277463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217011 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22774632.000000 Penalty: 6096.726562
	Iteration 59F: 3 clusters Score -2.277463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -170289.078125 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -170289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -167894.828125 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -167894.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -168807.171875 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -168807.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -169261.281250 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -169261.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -169675.593750 Penalty: 3742.250977
	Iteration 3F: 3 clusters Score -169675.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -170175.203125 Penalty: 3742.250977
	Iteration 4F: 3 clusters Score -170175.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -170766.843750 Penalty: 3742.250977
	Iteration 5F: 3 clusters Score -170766.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -171093.406250 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -171093.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -171294.500000 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -171294.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -171422.171875 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -171422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -171476.406250 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -171476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -171528.187500 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -171528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -171580.984375 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -171581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -171621.515625 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -171621.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -171631.359375 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -171631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -171632.765625 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -171632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -171632.765625 Penalty: 3742.250977
	Iteration 15F: 3 clusters Score -171632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 4 contains 79852 members 
Mstep: Class 5 contains 217899 members 
Mstep: Class 9 contains 529 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 164663 members 
Mstep: Class 14 contains 38752 members 
Mstep: Class 15 contains 103812 members 
Mstep: Class 16 contains 25077 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18705 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 21 contains 5936 members 
Entering Unmasked Estep 
Score: -70057608.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70057744.000000 to -70057608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Entering Unmasked Estep 
Score: -865359.625000 Penalty: 2247.882324
	Iteration 0F: 2 clusters Score -865359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -858630.750000 Penalty: 4495.764648
	Iteration 0F: 3 clusters Score -858630.8 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -860566.687500 Penalty: 4495.764648
	Iteration 1F: 3 clusters Score -860566.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -861203.562500 Penalty: 4495.764648
	Iteration 2F: 3 clusters Score -861203.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -861948.875000 Penalty: 4495.764648
	Iteration 3F: 3 clusters Score -861948.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -862655.812500 Penalty: 4495.764648
	Iteration 4F: 3 clusters Score -862655.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -863304.000000 Penalty: 4495.764648
	Iteration 5F: 3 clusters Score -863304 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -863874.250000 Penalty: 4495.764648
	Iteration 6F: 3 clusters Score -863874.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -864213.375000 Penalty: 4495.764648
	Iteration 7F: 3 clusters Score -864213.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -864382.437500 Penalty: 4495.764648
	Iteration 8Q: 3 clusters Score -864382.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -864470.812500 Penalty: 4495.764648
	Iteration 9Q: 3 clusters Score -864470.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -864529.500000 Penalty: 4495.764648
	Iteration 10Q: 3 clusters Score -864529.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -864565.250000 Penalty: 4495.764648
	Iteration 11Q: 3 clusters Score -864565.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -864582.187500 Penalty: 4495.764648
	Iteration 12Q: 3 clusters Score -864582.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -864591.937500 Penalty: 4495.764648
	Iteration 13Q: 3 clusters Score -864591.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -864597.062500 Penalty: 4495.764648
	Iteration 14Q: 3 clusters Score -864597.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -864601.437500 Penalty: 4495.764648
	Iteration 15Q: 3 clusters Score -864601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -864603.062500 Penalty: 4495.764648
	Iteration 16Q: 3 clusters Score -864603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -864604.500000 Penalty: 4495.764648
	Iteration 17Q: 3 clusters Score -864604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -864606.687500 Penalty: 4495.764648
	Iteration 18Q: 3 clusters Score -864606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -864606.375000 Penalty: 4495.764648
	Iteration 19Q: 3 clusters Score -864606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -864606.000000 Penalty: 4495.764648
	Iteration 20F: 3 clusters Score -864606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -864608.187500 Penalty: 4495.764648
	Iteration 21Q: 3 clusters Score -864608.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -864608.375000 Penalty: 4495.764648
	Iteration 22Q: 3 clusters Score -864608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -864608.812500 Penalty: 4495.764648
	Iteration 23Q: 3 clusters Score -864608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -864608.687500 Penalty: 4495.764648
	Iteration 24Q: 3 clusters Score -864608.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -864608.687500 Penalty: 4495.764648
	Iteration 25F: 3 clusters Score -864608.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164663 members 
Entering Unmasked Estep 
Score: -17194272.000000 Penalty: 2978.890625
	Iteration 0F: 2 clusters Score -1.719427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -17085036.000000 Penalty: 5957.781250
	Iteration 0F: 3 clusters Score -1.708504e+07 nChanged 79050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83446 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -17130684.000000 Penalty: 5957.781250
	Iteration 1F: 3 clusters Score -1.713068e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -17131992.000000 Penalty: 5957.781250
	Iteration 2Q: 3 clusters Score -1.713199e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -17133460.000000 Penalty: 5957.781250
	Iteration 3Q: 3 clusters Score -1.713346e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -17135508.000000 Penalty: 5957.781250
	Iteration 4Q: 3 clusters Score -1.713551e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -17138280.000000 Penalty: 5957.781250
	Iteration 5Q: 3 clusters Score -1.713828e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -17142006.000000 Penalty: 5957.781250
	Iteration 6Q: 3 clusters Score -1.714201e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -17146562.000000 Penalty: 5957.781250
	Iteration 7F: 3 clusters Score -1.714656e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97616 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -17152056.000000 Penalty: 5957.781250
	Iteration 8F: 3 clusters Score -1.715206e+07 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -17158432.000000 Penalty: 5957.781250
	Iteration 9F: 3 clusters Score -1.715843e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103745 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -17164812.000000 Penalty: 5957.781250
	Iteration 10F: 3 clusters Score -1.716481e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -17170048.000000 Penalty: 5957.781250
	Iteration 11F: 3 clusters Score -1.717005e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -17172920.000000 Penalty: 5957.781250
	Iteration 12Q: 3 clusters Score -1.717292e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108771 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -17174232.000000 Penalty: 5957.781250
	Iteration 13Q: 3 clusters Score -1.717423e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110237 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -17175050.000000 Penalty: 5957.781250
	Iteration 14Q: 3 clusters Score -1.717505e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -17175660.000000 Penalty: 5957.781250
	Iteration 15Q: 3 clusters Score -1.717566e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113209 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -17176238.000000 Penalty: 5957.781250
	Iteration 16Q: 3 clusters Score -1.717624e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114783 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -17176790.000000 Penalty: 5957.781250
	Iteration 17Q: 3 clusters Score -1.717679e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116415 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -17177456.000000 Penalty: 5957.781250
	Iteration 18Q: 3 clusters Score -1.717746e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118139 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -17178146.000000 Penalty: 5957.781250
	Iteration 19Q: 3 clusters Score -1.717815e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120026 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -17178910.000000 Penalty: 5957.781250
	Iteration 20F: 3 clusters Score -1.717891e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121919 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -17179570.000000 Penalty: 5957.781250
	Iteration 21Q: 3 clusters Score -1.717957e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123939 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -17180286.000000 Penalty: 5957.781250
	Iteration 22Q: 3 clusters Score -1.718029e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126032 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -17181112.000000 Penalty: 5957.781250
	Iteration 23Q: 3 clusters Score -1.718111e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128115 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -17182042.000000 Penalty: 5957.781250
	Iteration 24Q: 3 clusters Score -1.718204e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130162 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -17182930.000000 Penalty: 5957.781250
	Iteration 25Q: 3 clusters Score -1.718293e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132134 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -17183842.000000 Penalty: 5957.781250
	Iteration 26Q: 3 clusters Score -1.718384e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134060 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -17184752.000000 Penalty: 5957.781250
	Iteration 27Q: 3 clusters Score -1.718475e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136043 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -17185716.000000 Penalty: 5957.781250
	Iteration 28Q: 3 clusters Score -1.718572e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137966 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -17186500.000000 Penalty: 5957.781250
	Iteration 29Q: 3 clusters Score -1.71865e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139794 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -17187246.000000 Penalty: 5957.781250
	Iteration 30Q: 3 clusters Score -1.718725e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -17188022.000000 Penalty: 5957.781250
	Iteration 31Q: 3 clusters Score -1.718802e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142846 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -17188582.000000 Penalty: 5957.781250
	Iteration 32Q: 3 clusters Score -1.718858e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144148 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -17189030.000000 Penalty: 5957.781250
	Iteration 33Q: 3 clusters Score -1.718903e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145310 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -17189362.000000 Penalty: 5957.781250
	Iteration 34Q: 3 clusters Score -1.718936e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146389 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -17189688.000000 Penalty: 5957.781250
	Iteration 35Q: 3 clusters Score -1.718969e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147364 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -17189902.000000 Penalty: 5957.781250
	Iteration 36Q: 3 clusters Score -1.71899e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -17190176.000000 Penalty: 5957.781250
	Iteration 37Q: 3 clusters Score -1.719018e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -17190364.000000 Penalty: 5957.781250
	Iteration 38Q: 3 clusters Score -1.719036e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149997 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -17190554.000000 Penalty: 5957.781250
	Iteration 39Q: 3 clusters Score -1.719055e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150805 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -17190786.000000 Penalty: 5957.781250
	Iteration 40F: 3 clusters Score -1.719079e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151570 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -17190856.000000 Penalty: 5957.781250
	Iteration 41Q: 3 clusters Score -1.719086e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -17191056.000000 Penalty: 5957.781250
	Iteration 42Q: 3 clusters Score -1.719106e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -17191200.000000 Penalty: 5957.781250
	Iteration 43Q: 3 clusters Score -1.71912e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -17191318.000000 Penalty: 5957.781250
	Iteration 44Q: 3 clusters Score -1.719132e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -17191476.000000 Penalty: 5957.781250
	Iteration 45Q: 3 clusters Score -1.719148e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -17191678.000000 Penalty: 5957.781250
	Iteration 46Q: 3 clusters Score -1.719168e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155383 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -17191820.000000 Penalty: 5957.781250
	Iteration 47Q: 3 clusters Score -1.719182e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155885 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -17191898.000000 Penalty: 5957.781250
	Iteration 48Q: 3 clusters Score -1.71919e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156362 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -17191972.000000 Penalty: 5957.781250
	Iteration 49Q: 3 clusters Score -1.719197e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156775 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -17192038.000000 Penalty: 5957.781250
	Iteration 50Q: 3 clusters Score -1.719204e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -17192148.000000 Penalty: 5957.781250
	Iteration 51Q: 3 clusters Score -1.719215e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157603 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -17192190.000000 Penalty: 5957.781250
	Iteration 52Q: 3 clusters Score -1.719219e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -17192248.000000 Penalty: 5957.781250
	Iteration 53Q: 3 clusters Score -1.719225e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158257 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -17192316.000000 Penalty: 5957.781250
	Iteration 54Q: 3 clusters Score -1.719232e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158556 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -17192316.000000 Penalty: 5957.781250
	Iteration 55Q: 3 clusters Score -1.719232e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158796 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -17192372.000000 Penalty: 5957.781250
	Iteration 56Q: 3 clusters Score -1.719237e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159009 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -17192446.000000 Penalty: 5957.781250
	Iteration 57Q: 3 clusters Score -1.719245e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159189 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -17192418.000000 Penalty: 5957.781250
	Iteration 58Q: 3 clusters Score -1.719242e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -17192468.000000 Penalty: 5957.781250
	Iteration 59Q: 3 clusters Score -1.719247e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159520 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -17192490.000000 Penalty: 5957.781250
	Iteration 60F: 3 clusters Score -1.719249e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159684 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -17192520.000000 Penalty: 5957.781250
	Iteration 61Q: 3 clusters Score -1.719252e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -17192552.000000 Penalty: 5957.781250
	Iteration 62Q: 3 clusters Score -1.719255e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -17192578.000000 Penalty: 5957.781250
	Iteration 63Q: 3 clusters Score -1.719258e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -17192618.000000 Penalty: 5957.781250
	Iteration 64Q: 3 clusters Score -1.719262e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -17192608.000000 Penalty: 5957.781250
	Iteration 65Q: 3 clusters Score -1.719261e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160311 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -17192610.000000 Penalty: 5957.781250
	Iteration 66Q: 3 clusters Score -1.719261e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -17192624.000000 Penalty: 5957.781250
	Iteration 67Q: 3 clusters Score -1.719262e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160447 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -17192636.000000 Penalty: 5957.781250
	Iteration 68Q: 3 clusters Score -1.719264e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -17192668.000000 Penalty: 5957.781250
	Iteration 69Q: 3 clusters Score -1.719267e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160557 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -17192692.000000 Penalty: 5957.781250
	Iteration 70Q: 3 clusters Score -1.719269e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160614 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -17192688.000000 Penalty: 5957.781250
	Iteration 71Q: 3 clusters Score -1.719269e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160648 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -17192718.000000 Penalty: 5957.781250
	Iteration 72Q: 3 clusters Score -1.719272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160690 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -17192716.000000 Penalty: 5957.781250
	Iteration 73Q: 3 clusters Score -1.719272e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160724 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -17192696.000000 Penalty: 5957.781250
	Iteration 74Q: 3 clusters Score -1.71927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160752 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -17192722.000000 Penalty: 5957.781250
	Iteration 75Q: 3 clusters Score -1.719272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -17192726.000000 Penalty: 5957.781250
	Iteration 76Q: 3 clusters Score -1.719273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160805 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -17192734.000000 Penalty: 5957.781250
	Iteration 77Q: 3 clusters Score -1.719273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17192730.000000 Penalty: 5957.781250
	Iteration 78Q: 3 clusters Score -1.719273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160838 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -17192732.000000 Penalty: 5957.781250
	Iteration 79Q: 3 clusters Score -1.719273e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160862 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -17192718.000000 Penalty: 5957.781250
	Iteration 80F: 3 clusters Score -1.719272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160879 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -17192724.000000 Penalty: 5957.781250
	Iteration 81Q: 3 clusters Score -1.719272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160892 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -17192732.000000 Penalty: 5957.781250
	Iteration 82Q: 3 clusters Score -1.719273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160902 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -17192740.000000 Penalty: 5957.781250
	Iteration 83Q: 3 clusters Score -1.719274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160918 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -17192750.000000 Penalty: 5957.781250
	Iteration 84Q: 3 clusters Score -1.719275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160929 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -17192744.000000 Penalty: 5957.781250
	Iteration 85Q: 3 clusters Score -1.719274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160941 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -17192740.000000 Penalty: 5957.781250
	Iteration 86Q: 3 clusters Score -1.719274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160950 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -17192736.000000 Penalty: 5957.781250
	Iteration 87Q: 3 clusters Score -1.719274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160963 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -17192746.000000 Penalty: 5957.781250
	Iteration 88Q: 3 clusters Score -1.719275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160980 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -17192754.000000 Penalty: 5957.781250
	Iteration 89Q: 3 clusters Score -1.719275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160996 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -17192772.000000 Penalty: 5957.781250
	Iteration 90Q: 3 clusters Score -1.719277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161010 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -17192766.000000 Penalty: 5957.781250
	Iteration 91Q: 3 clusters Score -1.719277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161019 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -17192770.000000 Penalty: 5957.781250
	Iteration 92Q: 3 clusters Score -1.719277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161023 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -17192774.000000 Penalty: 5957.781250
	Iteration 93Q: 3 clusters Score -1.719277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -17192772.000000 Penalty: 5957.781250
	Iteration 94Q: 3 clusters Score -1.719277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161032 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -17192766.000000 Penalty: 5957.781250
	Iteration 95Q: 3 clusters Score -1.719277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -17192764.000000 Penalty: 5957.781250
	Iteration 96Q: 3 clusters Score -1.719276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -17192770.000000 Penalty: 5957.781250
	Iteration 97Q: 3 clusters Score -1.719277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -17192772.000000 Penalty: 5957.781250
	Iteration 98Q: 3 clusters Score -1.719277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161047 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -17192772.000000 Penalty: 5957.781250
	Iteration 99Q: 3 clusters Score -1.719277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -17192768.000000 Penalty: 5957.781250
	Iteration 100F: 3 clusters Score -1.719277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161053 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -17192770.000000 Penalty: 5957.781250
	Iteration 101Q: 3 clusters Score -1.719277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161055 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -17192770.000000 Penalty: 5957.781250
	Iteration 102Q: 3 clusters Score -1.719277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -17192778.000000 Penalty: 5957.781250
	Iteration 103Q: 3 clusters Score -1.719278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -17192766.000000 Penalty: 5957.781250
	Iteration 104Q: 3 clusters Score -1.719277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161063 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -17192776.000000 Penalty: 5957.781250
	Iteration 105Q: 3 clusters Score -1.719278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -17192788.000000 Penalty: 5957.781250
	Iteration 106Q: 3 clusters Score -1.719279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161074 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -17192786.000000 Penalty: 5957.781250
	Iteration 107Q: 3 clusters Score -1.719279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -17192772.000000 Penalty: 5957.781250
	Iteration 108Q: 3 clusters Score -1.719277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161093 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -17192746.000000 Penalty: 5957.781250
	Iteration 109Q: 3 clusters Score -1.719275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161101 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -17192748.000000 Penalty: 5957.781250
	Iteration 110Q: 3 clusters Score -1.719275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161107 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -17192744.000000 Penalty: 5957.781250
	Iteration 111Q: 3 clusters Score -1.719274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161111 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -17192750.000000 Penalty: 5957.781250
	Iteration 112Q: 3 clusters Score -1.719275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161114 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -17192752.000000 Penalty: 5957.781250
	Iteration 113Q: 3 clusters Score -1.719275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161117 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -17192740.000000 Penalty: 5957.781250
	Iteration 114Q: 3 clusters Score -1.719274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161119 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -17192762.000000 Penalty: 5957.781250
	Iteration 115Q: 3 clusters Score -1.719276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -17192748.000000 Penalty: 5957.781250
	Iteration 116Q: 3 clusters Score -1.719275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -17192748.000000 Penalty: 5957.781250
	Iteration 117F: 3 clusters Score -1.719275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Entering Unmasked Estep 
Score: -3976056.000000 Penalty: 2620.104492
	Iteration 0F: 2 clusters Score -3976056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3949797.500000 Penalty: 5240.208984
	Iteration 0F: 3 clusters Score -3949798 nChanged 17691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3959171.500000 Penalty: 5240.208984
	Iteration 1F: 3 clusters Score -3959172 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3959616.250000 Penalty: 5240.208984
	Iteration 2Q: 3 clusters Score -3959616 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3959996.250000 Penalty: 5240.208984
	Iteration 3Q: 3 clusters Score -3959996 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3960278.500000 Penalty: 5240.208984
	Iteration 4Q: 3 clusters Score -3960278 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3960549.750000 Penalty: 5240.208984
	Iteration 5Q: 3 clusters Score -3960550 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -3960902.250000 Penalty: 5240.208984
	Iteration 6Q: 3 clusters Score -3960902 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3961317.750000 Penalty: 5240.208984
	Iteration 7Q: 3 clusters Score -3961318 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3961966.500000 Penalty: 5240.208984
	Iteration 8Q: 3 clusters Score -3961966 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3962982.500000 Penalty: 5240.208984
	Iteration 9F: 3 clusters Score -3962982 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3964600.750000 Penalty: 5240.208984
	Iteration 10F: 3 clusters Score -3964601 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3967066.500000 Penalty: 5240.208984
	Iteration 11F: 3 clusters Score -3967066 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3969825.750000 Penalty: 5240.208984
	Iteration 12F: 3 clusters Score -3969826 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3972022.000000 Penalty: 5240.208984
	Iteration 13F: 3 clusters Score -3972022 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3973110.750000 Penalty: 5240.208984
	Iteration 14Q: 3 clusters Score -3973111 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3973496.250000 Penalty: 5240.208984
	Iteration 15Q: 3 clusters Score -3973496 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3973640.000000 Penalty: 5240.208984
	Iteration 16Q: 3 clusters Score -3973640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3973709.750000 Penalty: 5240.208984
	Iteration 17Q: 3 clusters Score -3973710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -3973733.750000 Penalty: 5240.208984
	Iteration 18Q: 3 clusters Score -3973734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3973747.500000 Penalty: 5240.208984
	Iteration 19Q: 3 clusters Score -3973748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3973754.000000 Penalty: 5240.208984
	Iteration 20F: 3 clusters Score -3973754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3973755.500000 Penalty: 5240.208984
	Iteration 21Q: 3 clusters Score -3973756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3973756.500000 Penalty: 5240.208984
	Iteration 22Q: 3 clusters Score -3973756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3973764.500000 Penalty: 5240.208984
	Iteration 23Q: 3 clusters Score -3973764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -3973768.750000 Penalty: 5240.208984
	Iteration 24Q: 3 clusters Score -3973769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3973775.250000 Penalty: 5240.208984
	Iteration 25Q: 3 clusters Score -3973775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3973771.500000 Penalty: 5240.208984
	Iteration 26Q: 3 clusters Score -3973772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3973771.500000 Penalty: 5240.208984
	Iteration 27F: 3 clusters Score -3973772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (103812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Entering Unmasked Estep 
Score: -10925629.000000 Penalty: 2864.483643
	Iteration 0F: 2 clusters Score -1.092563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -10856424.000000 Penalty: 5728.967285
	Iteration 0F: 3 clusters Score -1.085642e+07 nChanged 49102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -10884380.000000 Penalty: 5728.967285
	Iteration 1F: 3 clusters Score -1.088438e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -10885380.000000 Penalty: 5728.967285
	Iteration 2Q: 3 clusters Score -1.088538e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -10886891.000000 Penalty: 5728.967285
	Iteration 3Q: 3 clusters Score -1.088689e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -10889238.000000 Penalty: 5728.967285
	Iteration 4Q: 3 clusters Score -1.088924e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -10893214.000000 Penalty: 5728.967285
	Iteration 5F: 3 clusters Score -1.089321e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -10899497.000000 Penalty: 5728.967285
	Iteration 6F: 3 clusters Score -1.08995e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -10907403.000000 Penalty: 5728.967285
	Iteration 7F: 3 clusters Score -1.09074e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 95118 members 
Entering Unmasked Estep 
Score: -10914786.000000 Penalty: 5728.967285
	Iteration 8F: 3 clusters Score -1.091479e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 100144 members 
Entering Unmasked Estep 
Score: -10919853.000000 Penalty: 5728.967285
	Iteration 9Q: 3 clusters Score -1.091985e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 102395 members 
Entering Unmasked Estep 
Score: -10921922.000000 Penalty: 5728.967285
	Iteration 10Q: 3 clusters Score -1.092192e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 103113 members 
Entering Unmasked Estep 
Score: -10922576.000000 Penalty: 5728.967285
	Iteration 11Q: 3 clusters Score -1.092258e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -10922812.000000 Penalty: 5728.967285
	Iteration 12Q: 3 clusters Score -1.092281e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 103421 members 
Entering Unmasked Estep 
Score: -10922916.000000 Penalty: 5728.967285
	Iteration 13Q: 3 clusters Score -1.092292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 103460 members 
Entering Unmasked Estep 
Score: -10922977.000000 Penalty: 5728.967285
	Iteration 14Q: 3 clusters Score -1.092298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 103480 members 
Entering Unmasked Estep 
Score: -10923028.000000 Penalty: 5728.967285
	Iteration 15Q: 3 clusters Score -1.092303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 103496 members 
Entering Unmasked Estep 
Score: -10923059.000000 Penalty: 5728.967285
	Iteration 16Q: 3 clusters Score -1.092306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 103497 members 
Entering Unmasked Estep 
Score: -10923075.000000 Penalty: 5728.967285
	Iteration 17Q: 3 clusters Score -1.092308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -10923079.000000 Penalty: 5728.967285
	Iteration 18Q: 3 clusters Score -1.092308e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
Score: -10923094.000000 Penalty: 5728.967285
	Iteration 19Q: 3 clusters Score -1.092309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -10923086.000000 Penalty: 5728.967285
	Iteration 20F: 3 clusters Score -1.092309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -10923093.000000 Penalty: 5728.967285
	Iteration 21Q: 3 clusters Score -1.092309e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -10923098.000000 Penalty: 5728.967285
	Iteration 22Q: 3 clusters Score -1.09231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -10923095.000000 Penalty: 5728.967285
	Iteration 23Q: 3 clusters Score -1.09231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -10923095.000000 Penalty: 5728.967285
	Iteration 24F: 3 clusters Score -1.09231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Entering Unmasked Estep 
Score: -2680013.750000 Penalty: 2512.167236
	Iteration 0F: 2 clusters Score -2680014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2662608.500000 Penalty: 5024.334473
	Iteration 0F: 3 clusters Score -2662608 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2668608.500000 Penalty: 5024.334473
	Iteration 1F: 3 clusters Score -2668608 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2668974.750000 Penalty: 5024.334473
	Iteration 2Q: 3 clusters Score -2668975 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2669269.000000 Penalty: 5024.334473
	Iteration 3Q: 3 clusters Score -2669269 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2669552.000000 Penalty: 5024.334473
	Iteration 4Q: 3 clusters Score -2669552 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2669826.250000 Penalty: 5024.334473
	Iteration 5Q: 3 clusters Score -2669826 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2670133.000000 Penalty: 5024.334473
	Iteration 6Q: 3 clusters Score -2670133 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2670567.500000 Penalty: 5024.334473
	Iteration 7Q: 3 clusters Score -2670568 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2671117.500000 Penalty: 5024.334473
	Iteration 8Q: 3 clusters Score -2671118 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2671835.250000 Penalty: 5024.334473
	Iteration 9Q: 3 clusters Score -2671835 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2672822.000000 Penalty: 5024.334473
	Iteration 10F: 3 clusters Score -2672822 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2674043.750000 Penalty: 5024.334473
	Iteration 11F: 3 clusters Score -2674044 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2675242.750000 Penalty: 5024.334473
	Iteration 12F: 3 clusters Score -2675243 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2675995.250000 Penalty: 5024.334473
	Iteration 13Q: 3 clusters Score -2675995 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2676391.000000 Penalty: 5024.334473
	Iteration 14Q: 3 clusters Score -2676391 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2676620.750000 Penalty: 5024.334473
	Iteration 15Q: 3 clusters Score -2676621 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2676789.750000 Penalty: 5024.334473
	Iteration 16Q: 3 clusters Score -2676790 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2676946.500000 Penalty: 5024.334473
	Iteration 17Q: 3 clusters Score -2676946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2677056.500000 Penalty: 5024.334473
	Iteration 18Q: 3 clusters Score -2677056 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2677155.000000 Penalty: 5024.334473
	Iteration 19Q: 3 clusters Score -2677155 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2677231.500000 Penalty: 5024.334473
	Iteration 20F: 3 clusters Score -2677232 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2677305.250000 Penalty: 5024.334473
	Iteration 21Q: 3 clusters Score -2677305 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2677368.000000 Penalty: 5024.334473
	Iteration 22Q: 3 clusters Score -2677368 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2677426.500000 Penalty: 5024.334473
	Iteration 23Q: 3 clusters Score -2677426 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2677468.000000 Penalty: 5024.334473
	Iteration 24Q: 3 clusters Score -2677468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2677499.750000 Penalty: 5024.334473
	Iteration 25Q: 3 clusters Score -2677500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2677523.000000 Penalty: 5024.334473
	Iteration 26Q: 3 clusters Score -2677523 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2677552.750000 Penalty: 5024.334473
	Iteration 27Q: 3 clusters Score -2677553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2677569.250000 Penalty: 5024.334473
	Iteration 28Q: 3 clusters Score -2677569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2677588.000000 Penalty: 5024.334473
	Iteration 29Q: 3 clusters Score -2677588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2677605.500000 Penalty: 5024.334473
	Iteration 30Q: 3 clusters Score -2677606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2677621.000000 Penalty: 5024.334473
	Iteration 31Q: 3 clusters Score -2677621 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2677641.250000 Penalty: 5024.334473
	Iteration 32Q: 3 clusters Score -2677641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2677659.750000 Penalty: 5024.334473
	Iteration 33Q: 3 clusters Score -2677660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2677673.750000 Penalty: 5024.334473
	Iteration 34Q: 3 clusters Score -2677674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2677686.250000 Penalty: 5024.334473
	Iteration 35Q: 3 clusters Score -2677686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2677699.500000 Penalty: 5024.334473
	Iteration 36Q: 3 clusters Score -2677700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2677720.750000 Penalty: 5024.334473
	Iteration 37Q: 3 clusters Score -2677721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2677738.750000 Penalty: 5024.334473
	Iteration 38Q: 3 clusters Score -2677739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2677761.250000 Penalty: 5024.334473
	Iteration 39Q: 3 clusters Score -2677761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2677769.750000 Penalty: 5024.334473
	Iteration 40F: 3 clusters Score -2677770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2677784.750000 Penalty: 5024.334473
	Iteration 41Q: 3 clusters Score -2677785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2677789.250000 Penalty: 5024.334473
	Iteration 42Q: 3 clusters Score -2677789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2677802.750000 Penalty: 5024.334473
	Iteration 43Q: 3 clusters Score -2677803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2677810.750000 Penalty: 5024.334473
	Iteration 44Q: 3 clusters Score -2677811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2677812.500000 Penalty: 5024.334473
	Iteration 45Q: 3 clusters Score -2677812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2677823.500000 Penalty: 5024.334473
	Iteration 46Q: 3 clusters Score -2677824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2677822.500000 Penalty: 5024.334473
	Iteration 47Q: 3 clusters Score -2677822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2677825.000000 Penalty: 5024.334473
	Iteration 48Q: 3 clusters Score -2677825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2677828.500000 Penalty: 5024.334473
	Iteration 49Q: 3 clusters Score -2677828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2677833.250000 Penalty: 5024.334473
	Iteration 50Q: 3 clusters Score -2677833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2677841.500000 Penalty: 5024.334473
	Iteration 51Q: 3 clusters Score -2677842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2677837.250000 Penalty: 5024.334473
	Iteration 52Q: 3 clusters Score -2677837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2677839.000000 Penalty: 5024.334473
	Iteration 53Q: 3 clusters Score -2677839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2677841.500000 Penalty: 5024.334473
	Iteration 54Q: 3 clusters Score -2677842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2677842.500000 Penalty: 5024.334473
	Iteration 55Q: 3 clusters Score -2677842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2677845.250000 Penalty: 5024.334473
	Iteration 56Q: 3 clusters Score -2677845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2677850.500000 Penalty: 5024.334473
	Iteration 57Q: 3 clusters Score -2677850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2677850.750000 Penalty: 5024.334473
	Iteration 58Q: 3 clusters Score -2677851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2677859.000000 Penalty: 5024.334473
	Iteration 59Q: 3 clusters Score -2677859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2677865.250000 Penalty: 5024.334473
	Iteration 60F: 3 clusters Score -2677865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2677869.750000 Penalty: 5024.334473
	Iteration 61Q: 3 clusters Score -2677870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2677870.000000 Penalty: 5024.334473
	Iteration 62Q: 3 clusters Score -2677870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2677874.000000 Penalty: 5024.334473
	Iteration 63Q: 3 clusters Score -2677874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2677875.500000 Penalty: 5024.334473
	Iteration 64Q: 3 clusters Score -2677876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2677877.000000 Penalty: 5024.334473
	Iteration 65Q: 3 clusters Score -2677877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2677883.250000 Penalty: 5024.334473
	Iteration 66Q: 3 clusters Score -2677883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2677887.000000 Penalty: 5024.334473
	Iteration 67Q: 3 clusters Score -2677887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2677887.000000 Penalty: 5024.334473
	Iteration 68Q: 3 clusters Score -2677887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2677890.500000 Penalty: 5024.334473
	Iteration 69Q: 3 clusters Score -2677890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2677887.500000 Penalty: 5024.334473
	Iteration 70Q: 3 clusters Score -2677888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2677888.000000 Penalty: 5024.334473
	Iteration 71Q: 3 clusters Score -2677888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2677887.250000 Penalty: 5024.334473
	Iteration 72Q: 3 clusters Score -2677887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2677889.750000 Penalty: 5024.334473
	Iteration 73Q: 3 clusters Score -2677890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2677895.250000 Penalty: 5024.334473
	Iteration 74Q: 3 clusters Score -2677895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2677897.250000 Penalty: 5024.334473
	Iteration 75Q: 3 clusters Score -2677897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2677895.500000 Penalty: 5024.334473
	Iteration 76Q: 3 clusters Score -2677896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2677898.500000 Penalty: 5024.334473
	Iteration 77Q: 3 clusters Score -2677898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2677902.000000 Penalty: 5024.334473
	Iteration 78Q: 3 clusters Score -2677902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2677902.000000 Penalty: 5024.334473
	Iteration 79Q: 3 clusters Score -2677902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2677902.000000 Penalty: 5024.334473
	Iteration 80F: 3 clusters Score -2677902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2677903.250000 Penalty: 5024.334473
	Iteration 81Q: 3 clusters Score -2677903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2677903.250000 Penalty: 5024.334473
	Iteration 82F: 3 clusters Score -2677903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73816.570312 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73816.57 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74393.296875 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74393.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75024.375000 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -75024.38 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -75298.585938 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -75298.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -75432.453125 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -75432.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -75542.093750 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -75542.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -75600.937500 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -75600.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -75632.851562 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -75632.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -75652.296875 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -75652.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -75671.968750 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -75671.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -75687.328125 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -75687.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -75687.328125 Penalty: 3333.229248
	Iteration 11F: 3 clusters Score -75687.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 123 members 
Mstep: Class 4 contains 79852 members 
Mstep: Class 5 contains 217899 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 164663 members 
Mstep: Class 14 contains 38752 members 
Mstep: Class 15 contains 103812 members 
Mstep: Class 16 contains 25077 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 18705 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 21 contains 5936 members 
Entering Unmasked Estep 
Score: -70056224.000000 Penalty: 46637.949219
Splitting cluster 17 changes total score from -70057744.000000 to -70056224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (18705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Entering Unmasked Estep 
Score: -1994687.000000 Penalty: 2439.463379
	Iteration 0F: 2 clusters Score -1994687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1981480.375000 Penalty: 4878.926758
	Iteration 0F: 3 clusters Score -1981480 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1985776.750000 Penalty: 4878.926758
	Iteration 1F: 3 clusters Score -1985777 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1986209.250000 Penalty: 4878.926758
	Iteration 2F: 3 clusters Score -1986209 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1986549.375000 Penalty: 4878.926758
	Iteration 3F: 3 clusters Score -1986549 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1986772.875000 Penalty: 4878.926758
	Iteration 4Q: 3 clusters Score -1986773 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1986952.250000 Penalty: 4878.926758
	Iteration 5Q: 3 clusters Score -1986952 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1987101.000000 Penalty: 4878.926758
	Iteration 6Q: 3 clusters Score -1987101 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1987219.500000 Penalty: 4878.926758
	Iteration 7Q: 3 clusters Score -1987220 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1987335.375000 Penalty: 4878.926758
	Iteration 8Q: 3 clusters Score -1987335 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1987442.750000 Penalty: 4878.926758
	Iteration 9Q: 3 clusters Score -1987443 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1987551.250000 Penalty: 4878.926758
	Iteration 10Q: 3 clusters Score -1987551 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1987676.375000 Penalty: 4878.926758
	Iteration 11Q: 3 clusters Score -1987676 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1987826.625000 Penalty: 4878.926758
	Iteration 12Q: 3 clusters Score -1987827 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1988026.000000 Penalty: 4878.926758
	Iteration 13Q: 3 clusters Score -1988026 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1988325.000000 Penalty: 4878.926758
	Iteration 14Q: 3 clusters Score -1988325 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1988712.750000 Penalty: 4878.926758
	Iteration 15Q: 3 clusters Score -1988713 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1989239.250000 Penalty: 4878.926758
	Iteration 16Q: 3 clusters Score -1989239 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1989963.625000 Penalty: 4878.926758
	Iteration 17F: 3 clusters Score -1989964 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1990785.375000 Penalty: 4878.926758
	Iteration 18F: 3 clusters Score -1990785 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1991582.375000 Penalty: 4878.926758
	Iteration 19Q: 3 clusters Score -1991582 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1992234.125000 Penalty: 4878.926758
	Iteration 20F: 3 clusters Score -1992234 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1992645.250000 Penalty: 4878.926758
	Iteration 21Q: 3 clusters Score -1992645 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1992902.750000 Penalty: 4878.926758
	Iteration 22Q: 3 clusters Score -1992903 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1993035.375000 Penalty: 4878.926758
	Iteration 23Q: 3 clusters Score -1993035 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1993094.125000 Penalty: 4878.926758
	Iteration 24Q: 3 clusters Score -1993094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1993132.125000 Penalty: 4878.926758
	Iteration 25Q: 3 clusters Score -1993132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1993165.750000 Penalty: 4878.926758
	Iteration 26Q: 3 clusters Score -1993166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1993178.000000 Penalty: 4878.926758
	Iteration 27Q: 3 clusters Score -1993178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1993191.125000 Penalty: 4878.926758
	Iteration 28Q: 3 clusters Score -1993191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1993201.625000 Penalty: 4878.926758
	Iteration 29Q: 3 clusters Score -1993202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1993211.125000 Penalty: 4878.926758
	Iteration 30Q: 3 clusters Score -1993211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1993223.500000 Penalty: 4878.926758
	Iteration 31Q: 3 clusters Score -1993224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1993228.750000 Penalty: 4878.926758
	Iteration 32Q: 3 clusters Score -1993229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1993233.000000 Penalty: 4878.926758
	Iteration 33Q: 3 clusters Score -1993233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1993237.750000 Penalty: 4878.926758
	Iteration 34Q: 3 clusters Score -1993238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1993239.125000 Penalty: 4878.926758
	Iteration 35Q: 3 clusters Score -1993239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1993244.875000 Penalty: 4878.926758
	Iteration 36Q: 3 clusters Score -1993245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1993243.750000 Penalty: 4878.926758
	Iteration 37Q: 3 clusters Score -1993244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1993244.250000 Penalty: 4878.926758
	Iteration 38Q: 3 clusters Score -1993244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1993246.375000 Penalty: 4878.926758
	Iteration 39Q: 3 clusters Score -1993246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1993246.000000 Penalty: 4878.926758
	Iteration 40F: 3 clusters Score -1993246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1993246.000000 Penalty: 4878.926758
	Iteration 41Q: 3 clusters Score -1993246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1993244.750000 Penalty: 4878.926758
	Iteration 42Q: 3 clusters Score -1993245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1993246.875000 Penalty: 4878.926758
	Iteration 43Q: 3 clusters Score -1993247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1993246.875000 Penalty: 4878.926758
	Iteration 44F: 3 clusters Score -1993247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Entering Unmasked Estep 
Score: -456124.437500 Penalty: 2089.636719
	Iteration 0F: 2 clusters Score -456124.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -451854.406250 Penalty: 4179.273438
	Iteration 0F: 3 clusters Score -451854.4 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -452894.843750 Penalty: 4179.273438
	Iteration 1F: 3 clusters Score -452894.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -453050.687500 Penalty: 4179.273438
	Iteration 2F: 3 clusters Score -453050.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -453174.937500 Penalty: 4179.273438
	Iteration 3Q: 3 clusters Score -453174.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -453285.093750 Penalty: 4179.273438
	Iteration 4Q: 3 clusters Score -453285.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -453362.718750 Penalty: 4179.273438
	Iteration 5Q: 3 clusters Score -453362.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -453442.156250 Penalty: 4179.273438
	Iteration 6Q: 3 clusters Score -453442.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -453511.906250 Penalty: 4179.273438
	Iteration 7Q: 3 clusters Score -453511.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -453570.750000 Penalty: 4179.273438
	Iteration 8Q: 3 clusters Score -453570.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -453630.906250 Penalty: 4179.273438
	Iteration 9Q: 3 clusters Score -453630.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -453690.250000 Penalty: 4179.273438
	Iteration 10Q: 3 clusters Score -453690.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -453746.906250 Penalty: 4179.273438
	Iteration 11Q: 3 clusters Score -453746.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -453815.000000 Penalty: 4179.273438
	Iteration 12Q: 3 clusters Score -453815 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -453897.156250 Penalty: 4179.273438
	Iteration 13Q: 3 clusters Score -453897.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -453978.406250 Penalty: 4179.273438
	Iteration 14Q: 3 clusters Score -453978.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -454068.531250 Penalty: 4179.273438
	Iteration 15Q: 3 clusters Score -454068.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -454176.312500 Penalty: 4179.273438
	Iteration 16Q: 3 clusters Score -454176.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -454319.343750 Penalty: 4179.273438
	Iteration 17Q: 3 clusters Score -454319.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -454509.125000 Penalty: 4179.273438
	Iteration 18Q: 3 clusters Score -454509.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -454681.250000 Penalty: 4179.273438
	Iteration 19Q: 3 clusters Score -454681.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -454804.500000 Penalty: 4179.273438
	Iteration 20F: 3 clusters Score -454804.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -454875.250000 Penalty: 4179.273438
	Iteration 21Q: 3 clusters Score -454875.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -454910.718750 Penalty: 4179.273438
	Iteration 22Q: 3 clusters Score -454910.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -454945.937500 Penalty: 4179.273438
	Iteration 23Q: 3 clusters Score -454945.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -454979.531250 Penalty: 4179.273438
	Iteration 24Q: 3 clusters Score -454979.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -454998.125000 Penalty: 4179.273438
	Iteration 25Q: 3 clusters Score -454998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -455007.718750 Penalty: 4179.273438
	Iteration 26Q: 3 clusters Score -455007.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -455012.843750 Penalty: 4179.273438
	Iteration 27Q: 3 clusters Score -455012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -455015.937500 Penalty: 4179.273438
	Iteration 28Q: 3 clusters Score -455015.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -455016.812500 Penalty: 4179.273438
	Iteration 29Q: 3 clusters Score -455016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -455016.750000 Penalty: 4179.273438
	Iteration 30Q: 3 clusters Score -455016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -455016.750000 Penalty: 4179.273438
	Iteration 31F: 3 clusters Score -455016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Entering Unmasked Estep 
Score: -612504.000000 Penalty: 2154.820312
	Iteration 0F: 2 clusters Score -612504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -607416.375000 Penalty: 4309.640625
	Iteration 0F: 3 clusters Score -607416.4 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -608649.875000 Penalty: 4309.640625
	Iteration 1F: 3 clusters Score -608649.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -608875.812500 Penalty: 4309.640625
	Iteration 2F: 3 clusters Score -608875.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -609020.687500 Penalty: 4309.640625
	Iteration 3Q: 3 clusters Score -609020.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -609123.625000 Penalty: 4309.640625
	Iteration 4Q: 3 clusters Score -609123.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -609206.812500 Penalty: 4309.640625
	Iteration 5Q: 3 clusters Score -609206.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -609285.437500 Penalty: 4309.640625
	Iteration 6Q: 3 clusters Score -609285.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -609358.312500 Penalty: 4309.640625
	Iteration 7Q: 3 clusters Score -609358.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -609422.625000 Penalty: 4309.640625
	Iteration 8Q: 3 clusters Score -609422.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -609484.750000 Penalty: 4309.640625
	Iteration 9Q: 3 clusters Score -609484.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -609540.187500 Penalty: 4309.640625
	Iteration 10Q: 3 clusters Score -609540.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -609587.875000 Penalty: 4309.640625
	Iteration 11Q: 3 clusters Score -609587.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -609638.375000 Penalty: 4309.640625
	Iteration 12Q: 3 clusters Score -609638.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -609691.437500 Penalty: 4309.640625
	Iteration 13Q: 3 clusters Score -609691.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -609755.750000 Penalty: 4309.640625
	Iteration 14Q: 3 clusters Score -609755.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -609818.562500 Penalty: 4309.640625
	Iteration 15Q: 3 clusters Score -609818.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -609883.812500 Penalty: 4309.640625
	Iteration 16Q: 3 clusters Score -609883.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -609949.437500 Penalty: 4309.640625
	Iteration 17Q: 3 clusters Score -609949.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -610015.500000 Penalty: 4309.640625
	Iteration 18Q: 3 clusters Score -610015.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -610088.437500 Penalty: 4309.640625
	Iteration 19Q: 3 clusters Score -610088.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -610169.500000 Penalty: 4309.640625
	Iteration 20F: 3 clusters Score -610169.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -610244.625000 Penalty: 4309.640625
	Iteration 21Q: 3 clusters Score -610244.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -610319.000000 Penalty: 4309.640625
	Iteration 22Q: 3 clusters Score -610319 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -610385.875000 Penalty: 4309.640625
	Iteration 23Q: 3 clusters Score -610385.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -610442.562500 Penalty: 4309.640625
	Iteration 24Q: 3 clusters Score -610442.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -610487.750000 Penalty: 4309.640625
	Iteration 25Q: 3 clusters Score -610487.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -610525.750000 Penalty: 4309.640625
	Iteration 26Q: 3 clusters Score -610525.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -610554.875000 Penalty: 4309.640625
	Iteration 27Q: 3 clusters Score -610554.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -610567.375000 Penalty: 4309.640625
	Iteration 28Q: 3 clusters Score -610567.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -610574.812500 Penalty: 4309.640625
	Iteration 29Q: 3 clusters Score -610574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -610580.625000 Penalty: 4309.640625
	Iteration 30Q: 3 clusters Score -610580.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -610585.187500 Penalty: 4309.640625
	Iteration 31Q: 3 clusters Score -610585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -610591.812500 Penalty: 4309.640625
	Iteration 32Q: 3 clusters Score -610591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -610598.125000 Penalty: 4309.640625
	Iteration 33Q: 3 clusters Score -610598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -610605.312500 Penalty: 4309.640625
	Iteration 34Q: 3 clusters Score -610605.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -610610.625000 Penalty: 4309.640625
	Iteration 35Q: 3 clusters Score -610610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -610615.187500 Penalty: 4309.640625
	Iteration 36Q: 3 clusters Score -610615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -610616.875000 Penalty: 4309.640625
	Iteration 37Q: 3 clusters Score -610616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -610619.875000 Penalty: 4309.640625
	Iteration 38Q: 3 clusters Score -610619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -610623.875000 Penalty: 4309.640625
	Iteration 39Q: 3 clusters Score -610623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -610625.750000 Penalty: 4309.640625
	Iteration 40F: 3 clusters Score -610625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -610627.250000 Penalty: 4309.640625
	Iteration 41Q: 3 clusters Score -610627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -610628.750000 Penalty: 4309.640625
	Iteration 42Q: 3 clusters Score -610628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -610628.937500 Penalty: 4309.640625
	Iteration 43Q: 3 clusters Score -610628.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -610629.812500 Penalty: 4309.640625
	Iteration 44Q: 3 clusters Score -610629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -610631.187500 Penalty: 4309.640625
	Iteration 45Q: 3 clusters Score -610631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -610631.250000 Penalty: 4309.640625
	Iteration 46Q: 3 clusters Score -610631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -610632.375000 Penalty: 4309.640625
	Iteration 47Q: 3 clusters Score -610632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -610632.437500 Penalty: 4309.640625
	Iteration 48Q: 3 clusters Score -610632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -610632.437500 Penalty: 4309.640625
	Iteration 49F: 3 clusters Score -610632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 4 contains 79852 members 
Mstep: Class 5 contains 217899 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 164663 members 
Mstep: Class 14 contains 38752 members 
Mstep: Class 15 contains 103812 members 
Mstep: Class 16 contains 25077 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18705 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 21 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057776.000000 Penalty: 43306.667969
Iteration 239Q: 14 clusters Score -7.005778e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 4 contains 79949 members 
Mstep: Class 5 contains 217810 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 164028 members 
Mstep: Class 14 contains 38720 members 
Mstep: Class 15 contains 104443 members 
Mstep: Class 16 contains 25099 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18728 members 
Mstep: Class 19 contains 4555 members 
Mstep: Class 21 contains 5942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057632.000000 Penalty: 43306.667969
Iteration 240F: 14 clusters Score -7.005763e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 4 contains 80064 members 
Mstep: Class 5 contains 217718 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 163419 members 
Mstep: Class 14 contains 38692 members 
Mstep: Class 15 contains 105048 members 
Mstep: Class 16 contains 25105 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18738 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 21 contains 5959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057592.000000 Penalty: 43306.667969
Iteration 241Q: 14 clusters Score -7.005759e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 4 contains 80176 members 
Mstep: Class 5 contains 217607 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8612 members 
Mstep: Class 11 contains 162843 members 
Mstep: Class 14 contains 38653 members 
Mstep: Class 15 contains 105630 members 
Mstep: Class 16 contains 25124 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18755 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 21 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057640.000000 Penalty: 43306.667969
Iteration 242Q: 14 clusters Score -7.005764e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 4 contains 80302 members 
Mstep: Class 5 contains 217488 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8605 members 
Mstep: Class 11 contains 162279 members 
Mstep: Class 14 contains 38614 members 
Mstep: Class 15 contains 106208 members 
Mstep: Class 16 contains 25140 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18765 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 21 contains 5990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057720.000000 Penalty: 43306.667969
Iteration 243Q: 14 clusters Score -7.005772e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 4 contains 80413 members 
Mstep: Class 5 contains 217371 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8595 members 
Mstep: Class 11 contains 161726 members 
Mstep: Class 14 contains 38588 members 
Mstep: Class 15 contains 106785 members 
Mstep: Class 16 contains 25153 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18776 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 21 contains 5998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057968.000000 Penalty: 43306.667969
Iteration 244Q: 14 clusters Score -7.005797e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 4 contains 80495 members 
Mstep: Class 5 contains 217267 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8582 members 
Mstep: Class 11 contains 161178 members 
Mstep: Class 14 contains 38565 members 
Mstep: Class 15 contains 107380 members 
Mstep: Class 16 contains 25159 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 4559 members 
Mstep: Class 21 contains 6002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057976.000000 Penalty: 43306.667969
Iteration 245Q: 14 clusters Score -7.005798e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 4 contains 80572 members 
Mstep: Class 5 contains 217149 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8569 members 
Mstep: Class 11 contains 160669 members 
Mstep: Class 14 contains 38549 members 
Mstep: Class 15 contains 107928 members 
Mstep: Class 16 contains 25179 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18801 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 21 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058128.000000 Penalty: 43306.667969
Iteration 246Q: 14 clusters Score -7.005813e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 4 contains 80633 members 
Mstep: Class 5 contains 217073 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8556 members 
Mstep: Class 11 contains 160188 members 
Mstep: Class 14 contains 38530 members 
Mstep: Class 15 contains 108432 members 
Mstep: Class 16 contains 25185 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18809 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 21 contains 6013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058184.000000 Penalty: 43306.667969
Iteration 247Q: 14 clusters Score -7.005818e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 4 contains 80710 members 
Mstep: Class 5 contains 216959 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8548 members 
Mstep: Class 11 contains 159706 members 
Mstep: Class 14 contains 38505 members 
Mstep: Class 15 contains 108972 members 
Mstep: Class 16 contains 25194 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 21 contains 6012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058256.000000 Penalty: 43306.667969
Iteration 248Q: 14 clusters Score -7.005826e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 4 contains 80778 members 
Mstep: Class 5 contains 216838 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8541 members 
Mstep: Class 11 contains 159231 members 
Mstep: Class 14 contains 38481 members 
Mstep: Class 15 contains 109508 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18822 members 
Mstep: Class 19 contains 4577 members 
Mstep: Class 21 contains 6016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058400.000000 Penalty: 43306.667969
Iteration 249Q: 14 clusters Score -7.00584e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 4 contains 80840 members 
Mstep: Class 5 contains 216705 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8533 members 
Mstep: Class 11 contains 158783 members 
Mstep: Class 14 contains 38456 members 
Mstep: Class 15 contains 110058 members 
Mstep: Class 16 contains 25226 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18824 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 21 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058432.000000 Penalty: 43306.667969
Iteration 250Q: 14 clusters Score -7.005843e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 4 contains 80901 members 
Mstep: Class 5 contains 216563 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8522 members 
Mstep: Class 11 contains 158307 members 
Mstep: Class 14 contains 38433 members 
Mstep: Class 15 contains 110627 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18835 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 21 contains 6030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058488.000000 Penalty: 43306.667969
Iteration 251Q: 14 clusters Score -7.005849e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 4 contains 80960 members 
Mstep: Class 5 contains 216438 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8504 members 
Mstep: Class 11 contains 157824 members 
Mstep: Class 14 contains 38419 members 
Mstep: Class 15 contains 111184 members 
Mstep: Class 16 contains 25250 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18836 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 21 contains 6043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058720.000000 Penalty: 43306.667969
Iteration 252Q: 14 clusters Score -7.005872e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 4 contains 81043 members 
Mstep: Class 5 contains 216343 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8492 members 
Mstep: Class 11 contains 157268 members 
Mstep: Class 14 contains 38395 members 
Mstep: Class 15 contains 111754 members 
Mstep: Class 16 contains 25252 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18843 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 21 contains 6064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058880.000000 Penalty: 43306.667969
Iteration 253Q: 14 clusters Score -7.005888e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 4 contains 81142 members 
Mstep: Class 5 contains 216293 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8484 members 
Mstep: Class 11 contains 156700 members 
Mstep: Class 14 contains 38359 members 
Mstep: Class 15 contains 112315 members 
Mstep: Class 16 contains 25256 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18846 members 
Mstep: Class 19 contains 4575 members 
Mstep: Class 21 contains 6067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058960.000000 Penalty: 43306.667969
Iteration 254Q: 14 clusters Score -7.005896e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 4 contains 81225 members 
Mstep: Class 5 contains 216211 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8480 members 
Mstep: Class 11 contains 156137 members 
Mstep: Class 14 contains 38327 members 
Mstep: Class 15 contains 112919 members 
Mstep: Class 16 contains 25256 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18848 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 21 contains 6064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058992.000000 Penalty: 43306.667969
Iteration 255Q: 14 clusters Score -7.005899e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 4 contains 81320 members 
Mstep: Class 5 contains 216144 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8474 members 
Mstep: Class 11 contains 155521 members 
Mstep: Class 14 contains 38304 members 
Mstep: Class 15 contains 113558 members 
Mstep: Class 16 contains 25245 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18844 members 
Mstep: Class 19 contains 4572 members 
Mstep: Class 21 contains 6060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059240.000000 Penalty: 43306.667969
Iteration 256Q: 14 clusters Score -7.005924e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 4 contains 81403 members 
Mstep: Class 5 contains 216073 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8468 members 
Mstep: Class 11 contains 154923 members 
Mstep: Class 14 contains 38279 members 
Mstep: Class 15 contains 114172 members 
Mstep: Class 16 contains 25239 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18862 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 21 contains 6058 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 14 clusters Score -7.005952e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 4 contains 81490 members 
Mstep: Class 5 contains 216038 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8464 members 
Mstep: Class 11 contains 154302 members 
Mstep: Class 14 contains 38243 members 
Mstep: Class 15 contains 114754 members 
Mstep: Class 16 contains 25230 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18881 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 21 contains 6068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059416.000000 Penalty: 43306.667969
Iteration 258Q: 14 clusters Score -7.005942e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 4 contains 81553 members 
Mstep: Class 5 contains 215970 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 153686 members 
Mstep: Class 14 contains 38208 members 
Mstep: Class 15 contains 115396 members 
Mstep: Class 16 contains 25231 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18894 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059616.000000 Penalty: 43306.667969
Iteration 259Q: 14 clusters Score -7.005962e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 4 contains 81632 members 
Mstep: Class 5 contains 215866 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8465 members 
Mstep: Class 11 contains 153033 members 
Mstep: Class 14 contains 38175 members 
Mstep: Class 15 contains 116072 members 
Mstep: Class 16 contains 25241 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18910 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 21 contains 6088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059680.000000 Penalty: 43306.667969
Iteration 260F: 14 clusters Score -7.005968e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 4 contains 81719 members 
Mstep: Class 5 contains 215799 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8464 members 
Mstep: Class 11 contains 152379 members 
Mstep: Class 14 contains 38157 members 
Mstep: Class 15 contains 116720 members 
Mstep: Class 16 contains 25244 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18920 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 21 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059680.000000 Penalty: 43306.667969
Iteration 261Q: 14 clusters Score -7.005968e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 4 contains 81801 members 
Mstep: Class 5 contains 215734 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8460 members 
Mstep: Class 11 contains 151716 members 
Mstep: Class 14 contains 38141 members 
Mstep: Class 15 contains 117373 members 
Mstep: Class 16 contains 25255 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18932 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 21 contains 6097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059752.000000 Penalty: 43306.667969
Iteration 262Q: 14 clusters Score -7.005975e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 4 contains 81884 members 
Mstep: Class 5 contains 215661 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8456 members 
Mstep: Class 11 contains 151066 members 
Mstep: Class 14 contains 38123 members 
Mstep: Class 15 contains 118037 members 
Mstep: Class 16 contains 25268 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 4555 members 
Mstep: Class 21 contains 6098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059864.000000 Penalty: 43306.667969
Iteration 263Q: 14 clusters Score -7.005986e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 4 contains 81953 members 
Mstep: Class 5 contains 215624 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8454 members 
Mstep: Class 11 contains 150452 members 
Mstep: Class 14 contains 38114 members 
Mstep: Class 15 contains 118626 members 
Mstep: Class 16 contains 25289 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 4551 members 
Mstep: Class 21 contains 6103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059896.000000 Penalty: 43306.667969
Iteration 264Q: 14 clusters Score -7.00599e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 4 contains 82039 members 
Mstep: Class 5 contains 215575 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8453 members 
Mstep: Class 11 contains 149803 members 
Mstep: Class 14 contains 38093 members 
Mstep: Class 15 contains 119244 members 
Mstep: Class 16 contains 25302 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18956 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 21 contains 6106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059832.000000 Penalty: 43306.667969
Iteration 265Q: 14 clusters Score -7.005983e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 4 contains 82103 members 
Mstep: Class 5 contains 215522 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8451 members 
Mstep: Class 11 contains 149175 members 
Mstep: Class 14 contains 38088 members 
Mstep: Class 15 contains 119853 members 
Mstep: Class 16 contains 25316 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18974 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 21 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059936.000000 Penalty: 43306.667969
Iteration 266Q: 14 clusters Score -7.005994e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 4 contains 82191 members 
Mstep: Class 5 contains 215517 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8446 members 
Mstep: Class 11 contains 148499 members 
Mstep: Class 14 contains 38086 members 
Mstep: Class 15 contains 120417 members 
Mstep: Class 16 contains 25344 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 18993 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 21 contains 6096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059864.000000 Penalty: 43306.667969
Iteration 267Q: 14 clusters Score -7.005986e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 4 contains 82303 members 
Mstep: Class 5 contains 215526 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8443 members 
Mstep: Class 11 contains 147823 members 
Mstep: Class 14 contains 38081 members 
Mstep: Class 15 contains 120957 members 
Mstep: Class 16 contains 25359 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19007 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 21 contains 6105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059824.000000 Penalty: 43306.667969
Iteration 268Q: 14 clusters Score -7.005982e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 4 contains 82405 members 
Mstep: Class 5 contains 215546 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8437 members 
Mstep: Class 11 contains 147119 members 
Mstep: Class 14 contains 38081 members 
Mstep: Class 15 contains 121504 members 
Mstep: Class 16 contains 25378 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 21 contains 6111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059904.000000 Penalty: 43306.667969
Iteration 269Q: 14 clusters Score -7.00599e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 4 contains 82493 members 
Mstep: Class 5 contains 215576 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8423 members 
Mstep: Class 11 contains 146394 members 
Mstep: Class 14 contains 38088 members 
Mstep: Class 15 contains 122052 members 
Mstep: Class 16 contains 25411 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19057 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 21 contains 6120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060048.000000 Penalty: 43306.667969
Iteration 270Q: 14 clusters Score -7.006005e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 4 contains 82544 members 
Mstep: Class 5 contains 215606 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8417 members 
Mstep: Class 11 contains 145655 members 
Mstep: Class 14 contains 38094 members 
Mstep: Class 15 contains 122685 members 
Mstep: Class 16 contains 25419 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19082 members 
Mstep: Class 19 contains 4519 members 
Mstep: Class 21 contains 6126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060160.000000 Penalty: 43306.667969
Iteration 271Q: 14 clusters Score -7.006016e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 4 contains 82596 members 
Mstep: Class 5 contains 215672 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8414 members 
Mstep: Class 11 contains 144930 members 
Mstep: Class 14 contains 38083 members 
Mstep: Class 15 contains 123267 members 
Mstep: Class 16 contains 25438 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19109 members 
Mstep: Class 19 contains 4511 members 
Mstep: Class 21 contains 6131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060256.000000 Penalty: 43306.667969
Iteration 272Q: 14 clusters Score -7.006026e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 4 contains 82647 members 
Mstep: Class 5 contains 215692 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8412 members 
Mstep: Class 11 contains 144254 members 
Mstep: Class 14 contains 38071 members 
Mstep: Class 15 contains 123852 members 
Mstep: Class 16 contains 25457 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19118 members 
Mstep: Class 19 contains 4506 members 
Mstep: Class 21 contains 6143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060128.000000 Penalty: 43306.667969
Iteration 273Q: 14 clusters Score -7.006013e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 4 contains 82694 members 
Mstep: Class 5 contains 215739 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 143586 members 
Mstep: Class 14 contains 38055 members 
Mstep: Class 15 contains 124408 members 
Mstep: Class 16 contains 25487 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19126 members 
Mstep: Class 19 contains 4509 members 
Mstep: Class 21 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060072.000000 Penalty: 43306.667969
Iteration 274Q: 14 clusters Score -7.006007e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 4 contains 82743 members 
Mstep: Class 5 contains 215779 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8410 members 
Mstep: Class 11 contains 142918 members 
Mstep: Class 14 contains 38044 members 
Mstep: Class 15 contains 124957 members 
Mstep: Class 16 contains 25503 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19146 members 
Mstep: Class 19 contains 4506 members 
Mstep: Class 21 contains 6153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060080.000000 Penalty: 43306.667969
Iteration 275Q: 14 clusters Score -7.006008e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 4 contains 82779 members 
Mstep: Class 5 contains 215824 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8409 members 
Mstep: Class 11 contains 142290 members 
Mstep: Class 14 contains 38040 members 
Mstep: Class 15 contains 125501 members 
Mstep: Class 16 contains 25508 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19155 members 
Mstep: Class 19 contains 4504 members 
Mstep: Class 21 contains 6153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060088.000000 Penalty: 43306.667969
Iteration 276Q: 14 clusters Score -7.006009e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 4 contains 82811 members 
Mstep: Class 5 contains 215882 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 8407 members 
Mstep: Class 11 contains 141695 members 
Mstep: Class 14 contains 38035 members 
Mstep: Class 15 contains 126011 members 
Mstep: Class 16 contains 25517 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19162 members 
Mstep: Class 19 contains 4502 members 
Mstep: Class 21 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060080.000000 Penalty: 43306.667969
Iteration 277Q: 14 clusters Score -7.006008e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 4 contains 82842 members 
Mstep: Class 5 contains 215949 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 8403 members 
Mstep: Class 11 contains 141117 members 
Mstep: Class 14 contains 38035 members 
Mstep: Class 15 contains 126500 members 
Mstep: Class 16 contains 25523 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19164 members 
Mstep: Class 19 contains 4495 members 
Mstep: Class 21 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060160.000000 Penalty: 43306.667969
Iteration 278Q: 14 clusters Score -7.006016e+07 nChanged 1184
Entering ConstructFrom: 
Score: -70060160.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (10957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Entering Unmasked Estep 
Score: -1146003.250000 Penalty: 2306.830078
	Iteration 0F: 2 clusters Score -1146003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1137694.625000 Penalty: 4613.660156
	Iteration 0F: 3 clusters Score -1137695 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1140102.000000 Penalty: 4613.660156
	Iteration 1F: 3 clusters Score -1140102 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1140397.500000 Penalty: 4613.660156
	Iteration 2F: 3 clusters Score -1140398 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1140635.125000 Penalty: 4613.660156
	Iteration 3Q: 3 clusters Score -1140635 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1140828.250000 Penalty: 4613.660156
	Iteration 4Q: 3 clusters Score -1140828 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1141017.625000 Penalty: 4613.660156
	Iteration 5Q: 3 clusters Score -1141018 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1141225.125000 Penalty: 4613.660156
	Iteration 6Q: 3 clusters Score -1141225 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1141485.500000 Penalty: 4613.660156
	Iteration 7Q: 3 clusters Score -1141486 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1141841.750000 Penalty: 4613.660156
	Iteration 8Q: 3 clusters Score -1141842 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1142286.375000 Penalty: 4613.660156
	Iteration 9F: 3 clusters Score -1142286 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1142733.000000 Penalty: 4613.660156
	Iteration 10F: 3 clusters Score -1142733 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1143123.000000 Penalty: 4613.660156
	Iteration 11Q: 3 clusters Score -1143123 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1143417.125000 Penalty: 4613.660156
	Iteration 12Q: 3 clusters Score -1143417 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1143631.125000 Penalty: 4613.660156
	Iteration 13Q: 3 clusters Score -1143631 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1143763.625000 Penalty: 4613.660156
	Iteration 14Q: 3 clusters Score -1143764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1143853.875000 Penalty: 4613.660156
	Iteration 15Q: 3 clusters Score -1143854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1143914.250000 Penalty: 4613.660156
	Iteration 16Q: 3 clusters Score -1143914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1143950.500000 Penalty: 4613.660156
	Iteration 17Q: 3 clusters Score -1143950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1143971.250000 Penalty: 4613.660156
	Iteration 18Q: 3 clusters Score -1143971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1143981.750000 Penalty: 4613.660156
	Iteration 19Q: 3 clusters Score -1143982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1143988.375000 Penalty: 4613.660156
	Iteration 20F: 3 clusters Score -1143988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1143993.125000 Penalty: 4613.660156
	Iteration 21Q: 3 clusters Score -1143993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1143999.500000 Penalty: 4613.660156
	Iteration 22Q: 3 clusters Score -1144000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1144004.375000 Penalty: 4613.660156
	Iteration 23Q: 3 clusters Score -1144004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1144004.375000 Penalty: 4613.660156
	Iteration 24F: 3 clusters Score -1144004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (82871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Entering Unmasked Estep 
Score: -8744400.000000 Penalty: 2808.610107
	Iteration 0F: 2 clusters Score -8744400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -8688903.000000 Penalty: 5617.220215
	Iteration 0F: 3 clusters Score -8688903 nChanged 38859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8710722.000000 Penalty: 5617.220215
	Iteration 1F: 3 clusters Score -8710722 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -8711288.000000 Penalty: 5617.220215
	Iteration 2Q: 3 clusters Score -8711288 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -8711921.000000 Penalty: 5617.220215
	Iteration 3Q: 3 clusters Score -8711921 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8712604.000000 Penalty: 5617.220215
	Iteration 4Q: 3 clusters Score -8712604 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -8713451.000000 Penalty: 5617.220215
	Iteration 5Q: 3 clusters Score -8713451 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -8714559.000000 Penalty: 5617.220215
	Iteration 6Q: 3 clusters Score -8714559 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -8716070.000000 Penalty: 5617.220215
	Iteration 7Q: 3 clusters Score -8716070 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -8718165.000000 Penalty: 5617.220215
	Iteration 8Q: 3 clusters Score -8718165 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8721056.000000 Penalty: 5617.220215
	Iteration 9F: 3 clusters Score -8721056 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -8724704.000000 Penalty: 5617.220215
	Iteration 10F: 3 clusters Score -8724704 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -8728484.000000 Penalty: 5617.220215
	Iteration 11F: 3 clusters Score -8728484 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -8731396.000000 Penalty: 5617.220215
	Iteration 12F: 3 clusters Score -8731396 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -8733035.000000 Penalty: 5617.220215
	Iteration 13Q: 3 clusters Score -8733035 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -8733849.000000 Penalty: 5617.220215
	Iteration 14Q: 3 clusters Score -8733849 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -8734488.000000 Penalty: 5617.220215
	Iteration 15Q: 3 clusters Score -8734488 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -8734960.000000 Penalty: 5617.220215
	Iteration 16Q: 3 clusters Score -8734960 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -8735541.000000 Penalty: 5617.220215
	Iteration 17Q: 3 clusters Score -8735541 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -8736018.000000 Penalty: 5617.220215
	Iteration 18Q: 3 clusters Score -8736018 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -8736459.000000 Penalty: 5617.220215
	Iteration 19Q: 3 clusters Score -8736459 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -8736869.000000 Penalty: 5617.220215
	Iteration 20F: 3 clusters Score -8736869 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -8737206.000000 Penalty: 5617.220215
	Iteration 21Q: 3 clusters Score -8737206 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -8737568.000000 Penalty: 5617.220215
	Iteration 22Q: 3 clusters Score -8737568 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -8737872.000000 Penalty: 5617.220215
	Iteration 23Q: 3 clusters Score -8737872 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -8738185.000000 Penalty: 5617.220215
	Iteration 24Q: 3 clusters Score -8738185 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -8738413.000000 Penalty: 5617.220215
	Iteration 25Q: 3 clusters Score -8738413 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -8738720.000000 Penalty: 5617.220215
	Iteration 26Q: 3 clusters Score -8738720 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -8739025.000000 Penalty: 5617.220215
	Iteration 27Q: 3 clusters Score -8739025 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -8739320.000000 Penalty: 5617.220215
	Iteration 28Q: 3 clusters Score -8739320 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -8739565.000000 Penalty: 5617.220215
	Iteration 29Q: 3 clusters Score -8739565 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -8739804.000000 Penalty: 5617.220215
	Iteration 30Q: 3 clusters Score -8739804 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75043 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -8740049.000000 Penalty: 5617.220215
	Iteration 31Q: 3 clusters Score -8740049 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -8740244.000000 Penalty: 5617.220215
	Iteration 32Q: 3 clusters Score -8740244 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -8740450.000000 Penalty: 5617.220215
	Iteration 33Q: 3 clusters Score -8740450 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76892 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -8740659.000000 Penalty: 5617.220215
	Iteration 34Q: 3 clusters Score -8740659 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -8740870.000000 Penalty: 5617.220215
	Iteration 35Q: 3 clusters Score -8740870 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -8741070.000000 Penalty: 5617.220215
	Iteration 36Q: 3 clusters Score -8741070 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -8741293.000000 Penalty: 5617.220215
	Iteration 37Q: 3 clusters Score -8741293 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -8741449.000000 Penalty: 5617.220215
	Iteration 38Q: 3 clusters Score -8741449 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8741567.000000 Penalty: 5617.220215
	Iteration 39Q: 3 clusters Score -8741567 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8741665.000000 Penalty: 5617.220215
	Iteration 40F: 3 clusters Score -8741665 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79814 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -8741731.000000 Penalty: 5617.220215
	Iteration 41Q: 3 clusters Score -8741731 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8741763.000000 Penalty: 5617.220215
	Iteration 42Q: 3 clusters Score -8741763 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8741812.000000 Penalty: 5617.220215
	Iteration 43Q: 3 clusters Score -8741812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8741838.000000 Penalty: 5617.220215
	Iteration 44Q: 3 clusters Score -8741838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8741885.000000 Penalty: 5617.220215
	Iteration 45Q: 3 clusters Score -8741885 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8741905.000000 Penalty: 5617.220215
	Iteration 46Q: 3 clusters Score -8741905 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8741936.000000 Penalty: 5617.220215
	Iteration 47Q: 3 clusters Score -8741936 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8741970.000000 Penalty: 5617.220215
	Iteration 48Q: 3 clusters Score -8741970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8742001.000000 Penalty: 5617.220215
	Iteration 49Q: 3 clusters Score -8742001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8742026.000000 Penalty: 5617.220215
	Iteration 50Q: 3 clusters Score -8742026 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80941 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8742044.000000 Penalty: 5617.220215
	Iteration 51Q: 3 clusters Score -8742044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8742064.000000 Penalty: 5617.220215
	Iteration 52Q: 3 clusters Score -8742064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8742090.000000 Penalty: 5617.220215
	Iteration 53Q: 3 clusters Score -8742090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8742095.000000 Penalty: 5617.220215
	Iteration 54Q: 3 clusters Score -8742095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8742118.000000 Penalty: 5617.220215
	Iteration 55Q: 3 clusters Score -8742118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8742130.000000 Penalty: 5617.220215
	Iteration 56Q: 3 clusters Score -8742130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8742152.000000 Penalty: 5617.220215
	Iteration 57Q: 3 clusters Score -8742152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8742164.000000 Penalty: 5617.220215
	Iteration 58Q: 3 clusters Score -8742164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8742187.000000 Penalty: 5617.220215
	Iteration 59Q: 3 clusters Score -8742187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81334 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8742198.000000 Penalty: 5617.220215
	Iteration 60F: 3 clusters Score -8742198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8742219.000000 Penalty: 5617.220215
	Iteration 61Q: 3 clusters Score -8742219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8742207.000000 Penalty: 5617.220215
	Iteration 62Q: 3 clusters Score -8742207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8742210.000000 Penalty: 5617.220215
	Iteration 63Q: 3 clusters Score -8742210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8742204.000000 Penalty: 5617.220215
	Iteration 64Q: 3 clusters Score -8742204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8742217.000000 Penalty: 5617.220215
	Iteration 65Q: 3 clusters Score -8742217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81470 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8742211.000000 Penalty: 5617.220215
	Iteration 66Q: 3 clusters Score -8742211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8742213.000000 Penalty: 5617.220215
	Iteration 67Q: 3 clusters Score -8742213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81493 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8742222.000000 Penalty: 5617.220215
	Iteration 68Q: 3 clusters Score -8742222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8742233.000000 Penalty: 5617.220215
	Iteration 69Q: 3 clusters Score -8742233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8742242.000000 Penalty: 5617.220215
	Iteration 70Q: 3 clusters Score -8742242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8742238.000000 Penalty: 5617.220215
	Iteration 71Q: 3 clusters Score -8742238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8742240.000000 Penalty: 5617.220215
	Iteration 72Q: 3 clusters Score -8742240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8742237.000000 Penalty: 5617.220215
	Iteration 73Q: 3 clusters Score -8742237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8742236.000000 Penalty: 5617.220215
	Iteration 74Q: 3 clusters Score -8742236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8742236.000000 Penalty: 5617.220215
	Iteration 75F: 3 clusters Score -8742236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216025 members 
Entering Unmasked Estep 
Score: -22578792.000000 Penalty: 3046.221191
	Iteration 0F: 2 clusters Score -2.257879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107736 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -22442110.000000 Penalty: 6092.442383
	Iteration 0F: 3 clusters Score -2.244211e+07 nChanged 104206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102888 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -22502800.000000 Penalty: 6092.442383
	Iteration 1F: 3 clusters Score -2.25028e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 116119 members 
Entering Unmasked Estep 
Score: -22503890.000000 Penalty: 6092.442383
	Iteration 2Q: 3 clusters Score -2.250389e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Mstep: Class 2 contains 120691 members 
Entering Unmasked Estep 
Score: -22505450.000000 Penalty: 6092.442383
	Iteration 3Q: 3 clusters Score -2.250545e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -22507858.000000 Penalty: 6092.442383
	Iteration 4Q: 3 clusters Score -2.250786e+07 nChanged 10916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 138320 members 
Entering Unmasked Estep 
Score: -22512780.000000 Penalty: 6092.442383
	Iteration 5F: 3 clusters Score -2.251278e+07 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 153433 members 
Entering Unmasked Estep 
Score: -22522482.000000 Penalty: 6092.442383
	Iteration 6F: 3 clusters Score -2.252248e+07 nChanged 19529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 172908 members 
Entering Unmasked Estep 
Score: -22538364.000000 Penalty: 6092.442383
	Iteration 7F: 3 clusters Score -2.253836e+07 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 192742 members 
Entering Unmasked Estep 
Score: -22557770.000000 Penalty: 6092.442383
	Iteration 8F: 3 clusters Score -2.255777e+07 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 206882 members 
Entering Unmasked Estep 
Score: -22569668.000000 Penalty: 6092.442383
	Iteration 9F: 3 clusters Score -2.256967e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 212889 members 
Entering Unmasked Estep 
Score: -22573732.000000 Penalty: 6092.442383
	Iteration 10Q: 3 clusters Score -2.257373e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 214895 members 
Entering Unmasked Estep 
Score: -22575238.000000 Penalty: 6092.442383
	Iteration 11Q: 3 clusters Score -2.257524e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 215438 members 
Entering Unmasked Estep 
Score: -22575768.000000 Penalty: 6092.442383
	Iteration 12Q: 3 clusters Score -2.257577e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 215577 members 
Entering Unmasked Estep 
Score: -22575958.000000 Penalty: 6092.442383
	Iteration 13Q: 3 clusters Score -2.257596e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 215636 members 
Entering Unmasked Estep 
Score: -22576038.000000 Penalty: 6092.442383
	Iteration 14Q: 3 clusters Score -2.257604e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 215664 members 
Entering Unmasked Estep 
Score: -22576096.000000 Penalty: 6092.442383
	Iteration 15Q: 3 clusters Score -2.25761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 215676 members 
Entering Unmasked Estep 
Score: -22576140.000000 Penalty: 6092.442383
	Iteration 16Q: 3 clusters Score -2.257614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 215680 members 
Entering Unmasked Estep 
Score: -22576162.000000 Penalty: 6092.442383
	Iteration 17Q: 3 clusters Score -2.257616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 215674 members 
Entering Unmasked Estep 
Score: -22576166.000000 Penalty: 6092.442383
	Iteration 18Q: 3 clusters Score -2.257617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 215676 members 
Entering Unmasked Estep 
Score: -22576176.000000 Penalty: 6092.442383
	Iteration 19Q: 3 clusters Score -2.257618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 215677 members 
Entering Unmasked Estep 
Score: -22576166.000000 Penalty: 6092.442383
	Iteration 20F: 3 clusters Score -2.257617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 215683 members 
Entering Unmasked Estep 
Score: -22576192.000000 Penalty: 6092.442383
	Iteration 21Q: 3 clusters Score -2.257619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 215681 members 
Entering Unmasked Estep 
Score: -22576190.000000 Penalty: 6092.442383
	Iteration 22Q: 3 clusters Score -2.257619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 215683 members 
Entering Unmasked Estep 
Score: -22576208.000000 Penalty: 6092.442383
	Iteration 23Q: 3 clusters Score -2.257621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 215685 members 
Entering Unmasked Estep 
Score: -22576214.000000 Penalty: 6092.442383
	Iteration 24Q: 3 clusters Score -2.257621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 215688 members 
Entering Unmasked Estep 
Score: -22576218.000000 Penalty: 6092.442383
	Iteration 25Q: 3 clusters Score -2.257622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 215689 members 
Entering Unmasked Estep 
Score: -22576226.000000 Penalty: 6092.442383
	Iteration 26Q: 3 clusters Score -2.257623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 215691 members 
Entering Unmasked Estep 
Score: -22576226.000000 Penalty: 6092.442383
	Iteration 27Q: 3 clusters Score -2.257623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 215691 members 
Entering Unmasked Estep 
Score: -22576224.000000 Penalty: 6092.442383
	Iteration 28Q: 3 clusters Score -2.257622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 215690 members 
Entering Unmasked Estep 
Score: -22576216.000000 Penalty: 6092.442383
	Iteration 29Q: 3 clusters Score -2.257622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 215690 members 
Entering Unmasked Estep 
Score: -22576216.000000 Penalty: 6092.442383
	Iteration 30F: 3 clusters Score -2.257622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -170388.375000 Penalty: 1871.256592
	Iteration 0F: 2 clusters Score -170388.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -167867.968750 Penalty: 3742.513184
	Iteration 0F: 3 clusters Score -167868 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168495.125000 Penalty: 3742.513184
	Iteration 1F: 3 clusters Score -168495.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -168963.750000 Penalty: 3742.513184
	Iteration 2F: 3 clusters Score -168963.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -169294.703125 Penalty: 3742.513184
	Iteration 3F: 3 clusters Score -169294.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -169576.562500 Penalty: 3742.513184
	Iteration 4F: 3 clusters Score -169576.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -169822.937500 Penalty: 3742.513184
	Iteration 5F: 3 clusters Score -169822.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -169982.453125 Penalty: 3742.513184
	Iteration 6Q: 3 clusters Score -169982.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -170036.796875 Penalty: 3742.513184
	Iteration 7Q: 3 clusters Score -170036.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -170085.359375 Penalty: 3742.513184
	Iteration 8Q: 3 clusters Score -170085.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -170119.203125 Penalty: 3742.513184
	Iteration 9Q: 3 clusters Score -170119.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170141.140625 Penalty: 3742.513184
	Iteration 10Q: 3 clusters Score -170141.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -170158.578125 Penalty: 3742.513184
	Iteration 11Q: 3 clusters Score -170158.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -170181.968750 Penalty: 3742.513184
	Iteration 12Q: 3 clusters Score -170182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -170211.078125 Penalty: 3742.513184
	Iteration 13Q: 3 clusters Score -170211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170230.062500 Penalty: 3742.513184
	Iteration 14Q: 3 clusters Score -170230.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170242.531250 Penalty: 3742.513184
	Iteration 15Q: 3 clusters Score -170242.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -170248.609375 Penalty: 3742.513184
	Iteration 16Q: 3 clusters Score -170248.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -170254.171875 Penalty: 3742.513184
	Iteration 17Q: 3 clusters Score -170254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -170255.468750 Penalty: 3742.513184
	Iteration 18Q: 3 clusters Score -170255.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -170260.031250 Penalty: 3742.513184
	Iteration 19Q: 3 clusters Score -170260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -170266.968750 Penalty: 3742.513184
	Iteration 20F: 3 clusters Score -170267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -170274.453125 Penalty: 3742.513184
	Iteration 21Q: 3 clusters Score -170274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -170279.203125 Penalty: 3742.513184
	Iteration 22Q: 3 clusters Score -170279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -170300.296875 Penalty: 3742.513184
	Iteration 23Q: 3 clusters Score -170300.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -170320.593750 Penalty: 3742.513184
	Iteration 24Q: 3 clusters Score -170320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -170337.484375 Penalty: 3742.513184
	Iteration 25Q: 3 clusters Score -170337.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -170360.781250 Penalty: 3742.513184
	Iteration 26Q: 3 clusters Score -170360.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -170394.109375 Penalty: 3742.513184
	Iteration 27Q: 3 clusters Score -170394.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -170450.750000 Penalty: 3742.513184
	Iteration 28Q: 3 clusters Score -170450.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -170515.828125 Penalty: 3742.513184
	Iteration 29Q: 3 clusters Score -170515.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170597.406250 Penalty: 3742.513184
	Iteration 30Q: 3 clusters Score -170597.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -170657.546875 Penalty: 3742.513184
	Iteration 31Q: 3 clusters Score -170657.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -170677.734375 Penalty: 3742.513184
	Iteration 32Q: 3 clusters Score -170677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -170688.656250 Penalty: 3742.513184
	Iteration 33Q: 3 clusters Score -170688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -170719.234375 Penalty: 3742.513184
	Iteration 34Q: 3 clusters Score -170719.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -170723.000000 Penalty: 3742.513184
	Iteration 35Q: 3 clusters Score -170723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -170724.453125 Penalty: 3742.513184
	Iteration 36Q: 3 clusters Score -170724.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -170724.843750 Penalty: 3742.513184
	Iteration 37F: 3 clusters Score -170724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -170727.125000 Penalty: 3742.513184
	Iteration 38Q: 3 clusters Score -170727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -170727.125000 Penalty: 3742.513184
	Iteration 39F: 3 clusters Score -170727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 498 members 
Mstep: Class 4 contains 82871 members 
Mstep: Class 5 contains 216025 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 140494 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 127042 members 
Mstep: Class 16 contains 25529 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19170 members 
Mstep: Class 19 contains 4489 members 
Mstep: Class 21 contains 6135 members 
Entering Unmasked Estep 
Score: -70058952.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70060160.000000 to -70058952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Entering Unmasked Estep 
Score: -840932.062500 Penalty: 2240.836182
	Iteration 0F: 2 clusters Score -840932.1 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 4209 members 
Entering Unmasked Estep 
Score: -834279.812500 Penalty: 4481.672363
	Iteration 0F: 3 clusters Score -834279.8 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -836309.187500 Penalty: 4481.672363
	Iteration 1F: 3 clusters Score -836309.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -837055.937500 Penalty: 4481.672363
	Iteration 2F: 3 clusters Score -837055.9 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -837759.625000 Penalty: 4481.672363
	Iteration 3F: 3 clusters Score -837759.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -838459.375000 Penalty: 4481.672363
	Iteration 4F: 3 clusters Score -838459.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -839106.000000 Penalty: 4481.672363
	Iteration 5F: 3 clusters Score -839106 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -839553.187500 Penalty: 4481.672363
	Iteration 6F: 3 clusters Score -839553.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -839808.687500 Penalty: 4481.672363
	Iteration 7Q: 3 clusters Score -839808.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -839945.875000 Penalty: 4481.672363
	Iteration 8Q: 3 clusters Score -839945.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -840025.687500 Penalty: 4481.672363
	Iteration 9Q: 3 clusters Score -840025.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -840069.687500 Penalty: 4481.672363
	Iteration 10Q: 3 clusters Score -840069.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -840101.687500 Penalty: 4481.672363
	Iteration 11Q: 3 clusters Score -840101.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -840114.125000 Penalty: 4481.672363
	Iteration 12Q: 3 clusters Score -840114.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -840129.000000 Penalty: 4481.672363
	Iteration 13Q: 3 clusters Score -840129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -840134.125000 Penalty: 4481.672363
	Iteration 14Q: 3 clusters Score -840134.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -840140.125000 Penalty: 4481.672363
	Iteration 15Q: 3 clusters Score -840140.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -840143.687500 Penalty: 4481.672363
	Iteration 16Q: 3 clusters Score -840143.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -840144.562500 Penalty: 4481.672363
	Iteration 17Q: 3 clusters Score -840144.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -840145.375000 Penalty: 4481.672363
	Iteration 18Q: 3 clusters Score -840145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -840145.562500 Penalty: 4481.672363
	Iteration 19Q: 3 clusters Score -840145.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -840146.125000 Penalty: 4481.672363
	Iteration 20F: 3 clusters Score -840146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -840147.687500 Penalty: 4481.672363
	Iteration 21Q: 3 clusters Score -840147.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -840147.687500 Penalty: 4481.672363
	Iteration 22F: 3 clusters Score -840147.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (140494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140494 members 
Entering Unmasked Estep 
Score: -14691415.000000 Penalty: 2939.524414
	Iteration 0F: 2 clusters Score -1.469142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -14597797.000000 Penalty: 5879.048828
	Iteration 0F: 3 clusters Score -1.45978e+07 nChanged 66988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -14636798.000000 Penalty: 5879.048828
	Iteration 1F: 3 clusters Score -1.46368e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -14637911.000000 Penalty: 5879.048828
	Iteration 2Q: 3 clusters Score -1.463791e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -14639353.000000 Penalty: 5879.048828
	Iteration 3Q: 3 clusters Score -1.463935e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81166 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -14641603.000000 Penalty: 5879.048828
	Iteration 4Q: 3 clusters Score -1.46416e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -14645307.000000 Penalty: 5879.048828
	Iteration 5F: 3 clusters Score -1.464531e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -14651343.000000 Penalty: 5879.048828
	Iteration 6F: 3 clusters Score -1.465134e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -14659503.000000 Penalty: 5879.048828
	Iteration 7F: 3 clusters Score -1.46595e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112078 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -14667891.000000 Penalty: 5879.048828
	Iteration 8F: 3 clusters Score -1.466789e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -14675129.000000 Penalty: 5879.048828
	Iteration 9F: 3 clusters Score -1.467513e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123502 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -14679772.000000 Penalty: 5879.048828
	Iteration 10Q: 3 clusters Score -1.467977e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126580 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -14682470.000000 Penalty: 5879.048828
	Iteration 11Q: 3 clusters Score -1.468247e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -14684249.000000 Penalty: 5879.048828
	Iteration 12Q: 3 clusters Score -1.468425e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130739 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -14685313.000000 Penalty: 5879.048828
	Iteration 13Q: 3 clusters Score -1.468531e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132307 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -14686265.000000 Penalty: 5879.048828
	Iteration 14Q: 3 clusters Score -1.468626e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133609 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -14687036.000000 Penalty: 5879.048828
	Iteration 15Q: 3 clusters Score -1.468704e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134646 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -14687688.000000 Penalty: 5879.048828
	Iteration 16Q: 3 clusters Score -1.468769e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135528 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -14688240.000000 Penalty: 5879.048828
	Iteration 17Q: 3 clusters Score -1.468824e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136212 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -14688578.000000 Penalty: 5879.048828
	Iteration 18Q: 3 clusters Score -1.468858e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136761 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -14688829.000000 Penalty: 5879.048828
	Iteration 19Q: 3 clusters Score -1.468883e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137173 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -14689083.000000 Penalty: 5879.048828
	Iteration 20F: 3 clusters Score -1.468908e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137474 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14689196.000000 Penalty: 5879.048828
	Iteration 21Q: 3 clusters Score -1.46892e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137716 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -14689342.000000 Penalty: 5879.048828
	Iteration 22Q: 3 clusters Score -1.468934e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137896 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14689422.000000 Penalty: 5879.048828
	Iteration 23Q: 3 clusters Score -1.468942e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138046 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -14689488.000000 Penalty: 5879.048828
	Iteration 24Q: 3 clusters Score -1.468949e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138154 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14689503.000000 Penalty: 5879.048828
	Iteration 25Q: 3 clusters Score -1.46895e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138239 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -14689551.000000 Penalty: 5879.048828
	Iteration 26Q: 3 clusters Score -1.468955e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138309 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -14689609.000000 Penalty: 5879.048828
	Iteration 27Q: 3 clusters Score -1.468961e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138363 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -14689624.000000 Penalty: 5879.048828
	Iteration 28Q: 3 clusters Score -1.468962e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138420 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -14689655.000000 Penalty: 5879.048828
	Iteration 29Q: 3 clusters Score -1.468966e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138451 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -14689665.000000 Penalty: 5879.048828
	Iteration 30Q: 3 clusters Score -1.468966e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138473 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -14689667.000000 Penalty: 5879.048828
	Iteration 31Q: 3 clusters Score -1.468967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138488 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -14689692.000000 Penalty: 5879.048828
	Iteration 32Q: 3 clusters Score -1.468969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138501 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -14689700.000000 Penalty: 5879.048828
	Iteration 33Q: 3 clusters Score -1.46897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138515 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -14689718.000000 Penalty: 5879.048828
	Iteration 34Q: 3 clusters Score -1.468972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138521 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -14689722.000000 Penalty: 5879.048828
	Iteration 35Q: 3 clusters Score -1.468972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138531 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -14689725.000000 Penalty: 5879.048828
	Iteration 36Q: 3 clusters Score -1.468972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138541 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -14689720.000000 Penalty: 5879.048828
	Iteration 37Q: 3 clusters Score -1.468972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138547 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -14689722.000000 Penalty: 5879.048828
	Iteration 38Q: 3 clusters Score -1.468972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138550 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -14689721.000000 Penalty: 5879.048828
	Iteration 39Q: 3 clusters Score -1.468972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138555 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -14689725.000000 Penalty: 5879.048828
	Iteration 40F: 3 clusters Score -1.468972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138558 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -14689722.000000 Penalty: 5879.048828
	Iteration 41Q: 3 clusters Score -1.468972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138566 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -14689725.000000 Penalty: 5879.048828
	Iteration 42Q: 3 clusters Score -1.468972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138573 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14689727.000000 Penalty: 5879.048828
	Iteration 43Q: 3 clusters Score -1.468973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138581 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -14689745.000000 Penalty: 5879.048828
	Iteration 44Q: 3 clusters Score -1.468974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138587 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -14689739.000000 Penalty: 5879.048828
	Iteration 45Q: 3 clusters Score -1.468974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14689732.000000 Penalty: 5879.048828
	Iteration 46Q: 3 clusters Score -1.468973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138608 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -14689726.000000 Penalty: 5879.048828
	Iteration 47Q: 3 clusters Score -1.468973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138615 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -14689735.000000 Penalty: 5879.048828
	Iteration 48Q: 3 clusters Score -1.468974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138620 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -14689731.000000 Penalty: 5879.048828
	Iteration 49Q: 3 clusters Score -1.468973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138625 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14689727.000000 Penalty: 5879.048828
	Iteration 50Q: 3 clusters Score -1.468973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138631 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -14689740.000000 Penalty: 5879.048828
	Iteration 51Q: 3 clusters Score -1.468974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138636 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -14689735.000000 Penalty: 5879.048828
	Iteration 52Q: 3 clusters Score -1.468974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138641 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14689724.000000 Penalty: 5879.048828
	Iteration 53Q: 3 clusters Score -1.468972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138648 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -14689735.000000 Penalty: 5879.048828
	Iteration 54Q: 3 clusters Score -1.468974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138650 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14689737.000000 Penalty: 5879.048828
	Iteration 55Q: 3 clusters Score -1.468974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138652 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -14689737.000000 Penalty: 5879.048828
	Iteration 56Q: 3 clusters Score -1.468974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138655 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14689724.000000 Penalty: 5879.048828
	Iteration 57Q: 3 clusters Score -1.468972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138655 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14689731.000000 Penalty: 5879.048828
	Iteration 58Q: 3 clusters Score -1.468973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138660 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -14689734.000000 Penalty: 5879.048828
	Iteration 59Q: 3 clusters Score -1.468973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138664 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -14689735.000000 Penalty: 5879.048828
	Iteration 60F: 3 clusters Score -1.468974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -14689737.000000 Penalty: 5879.048828
	Iteration 61Q: 3 clusters Score -1.468974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138669 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -14689737.000000 Penalty: 5879.048828
	Iteration 62F: 3 clusters Score -1.468974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Entering Unmasked Estep 
Score: -3901463.000000 Penalty: 2615.459961
	Iteration 0F: 2 clusters Score -3901463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3875573.500000 Penalty: 5230.919922
	Iteration 0F: 3 clusters Score -3875574 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3884995.000000 Penalty: 5230.919922
	Iteration 1F: 3 clusters Score -3884995 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3885437.000000 Penalty: 5230.919922
	Iteration 2Q: 3 clusters Score -3885437 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3885804.250000 Penalty: 5230.919922
	Iteration 3Q: 3 clusters Score -3885804 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3886152.750000 Penalty: 5230.919922
	Iteration 4Q: 3 clusters Score -3886153 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3886465.750000 Penalty: 5230.919922
	Iteration 5Q: 3 clusters Score -3886466 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3886764.500000 Penalty: 5230.919922
	Iteration 6Q: 3 clusters Score -3886764 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3887134.250000 Penalty: 5230.919922
	Iteration 7Q: 3 clusters Score -3887134 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3887626.000000 Penalty: 5230.919922
	Iteration 8Q: 3 clusters Score -3887626 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3888308.000000 Penalty: 5230.919922
	Iteration 9Q: 3 clusters Score -3888308 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3889414.750000 Penalty: 5230.919922
	Iteration 10Q: 3 clusters Score -3889415 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3891005.250000 Penalty: 5230.919922
	Iteration 11F: 3 clusters Score -3891005 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3892807.750000 Penalty: 5230.919922
	Iteration 12F: 3 clusters Score -3892808 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3894410.500000 Penalty: 5230.919922
	Iteration 13F: 3 clusters Score -3894410 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3895843.750000 Penalty: 5230.919922
	Iteration 14Q: 3 clusters Score -3895844 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3896876.750000 Penalty: 5230.919922
	Iteration 15Q: 3 clusters Score -3896877 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3897600.500000 Penalty: 5230.919922
	Iteration 16Q: 3 clusters Score -3897600 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3898101.000000 Penalty: 5230.919922
	Iteration 17Q: 3 clusters Score -3898101 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3898422.750000 Penalty: 5230.919922
	Iteration 18Q: 3 clusters Score -3898423 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3898642.000000 Penalty: 5230.919922
	Iteration 19Q: 3 clusters Score -3898642 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3898808.250000 Penalty: 5230.919922
	Iteration 20F: 3 clusters Score -3898808 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3898907.000000 Penalty: 5230.919922
	Iteration 21Q: 3 clusters Score -3898907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3898972.000000 Penalty: 5230.919922
	Iteration 22Q: 3 clusters Score -3898972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3899027.000000 Penalty: 5230.919922
	Iteration 23Q: 3 clusters Score -3899027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3899078.250000 Penalty: 5230.919922
	Iteration 24Q: 3 clusters Score -3899078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3899120.250000 Penalty: 5230.919922
	Iteration 25Q: 3 clusters Score -3899120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3899151.500000 Penalty: 5230.919922
	Iteration 26Q: 3 clusters Score -3899152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3899171.000000 Penalty: 5230.919922
	Iteration 27Q: 3 clusters Score -3899171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3899191.500000 Penalty: 5230.919922
	Iteration 28Q: 3 clusters Score -3899192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3899206.750000 Penalty: 5230.919922
	Iteration 29Q: 3 clusters Score -3899207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3899218.750000 Penalty: 5230.919922
	Iteration 30Q: 3 clusters Score -3899219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3899226.500000 Penalty: 5230.919922
	Iteration 31Q: 3 clusters Score -3899226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3899228.750000 Penalty: 5230.919922
	Iteration 32Q: 3 clusters Score -3899229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3899240.000000 Penalty: 5230.919922
	Iteration 33Q: 3 clusters Score -3899240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3899243.500000 Penalty: 5230.919922
	Iteration 34Q: 3 clusters Score -3899244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3899251.000000 Penalty: 5230.919922
	Iteration 35Q: 3 clusters Score -3899251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3899249.500000 Penalty: 5230.919922
	Iteration 36Q: 3 clusters Score -3899250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3899250.750000 Penalty: 5230.919922
	Iteration 37Q: 3 clusters Score -3899251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3899255.750000 Penalty: 5230.919922
	Iteration 38Q: 3 clusters Score -3899256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3899257.500000 Penalty: 5230.919922
	Iteration 39Q: 3 clusters Score -3899258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3899258.000000 Penalty: 5230.919922
	Iteration 40F: 3 clusters Score -3899258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3899264.250000 Penalty: 5230.919922
	Iteration 41Q: 3 clusters Score -3899264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3899264.750000 Penalty: 5230.919922
	Iteration 42Q: 3 clusters Score -3899265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3899265.750000 Penalty: 5230.919922
	Iteration 43Q: 3 clusters Score -3899266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3899265.750000 Penalty: 5230.919922
	Iteration 44F: 3 clusters Score -3899266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (127042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127042 members 
Entering Unmasked Estep 
Score: -13344422.000000 Penalty: 2914.563721
	Iteration 0F: 2 clusters Score -1.334442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -13260238.000000 Penalty: 5829.127441
	Iteration 0F: 3 clusters Score -1.326024e+07 nChanged 60280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -13295500.000000 Penalty: 5829.127441
	Iteration 1F: 3 clusters Score -1.32955e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -13296888.000000 Penalty: 5829.127441
	Iteration 2Q: 3 clusters Score -1.329689e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65944 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -13298627.000000 Penalty: 5829.127441
	Iteration 3Q: 3 clusters Score -1.329863e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -13300801.000000 Penalty: 5829.127441
	Iteration 4Q: 3 clusters Score -1.33008e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -13303271.000000 Penalty: 5829.127441
	Iteration 5Q: 3 clusters Score -1.330327e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -13306410.000000 Penalty: 5829.127441
	Iteration 6Q: 3 clusters Score -1.330641e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -13310227.000000 Penalty: 5829.127441
	Iteration 7F: 3 clusters Score -1.331023e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69501 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -13314991.000000 Penalty: 5829.127441
	Iteration 8F: 3 clusters Score -1.331499e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -13320098.000000 Penalty: 5829.127441
	Iteration 9F: 3 clusters Score -1.33201e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -13324001.000000 Penalty: 5829.127441
	Iteration 10F: 3 clusters Score -1.3324e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -13325574.000000 Penalty: 5829.127441
	Iteration 11Q: 3 clusters Score -1.332557e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68941 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -13326234.000000 Penalty: 5829.127441
	Iteration 12Q: 3 clusters Score -1.332623e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -13326589.000000 Penalty: 5829.127441
	Iteration 13Q: 3 clusters Score -1.332659e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -13326853.000000 Penalty: 5829.127441
	Iteration 14Q: 3 clusters Score -1.332685e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -13327119.000000 Penalty: 5829.127441
	Iteration 15Q: 3 clusters Score -1.332712e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -13327382.000000 Penalty: 5829.127441
	Iteration 16Q: 3 clusters Score -1.332738e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -13327640.000000 Penalty: 5829.127441
	Iteration 17Q: 3 clusters Score -1.332764e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -13327782.000000 Penalty: 5829.127441
	Iteration 18Q: 3 clusters Score -1.332778e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -13327944.000000 Penalty: 5829.127441
	Iteration 19Q: 3 clusters Score -1.332794e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -13328087.000000 Penalty: 5829.127441
	Iteration 20F: 3 clusters Score -1.332809e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -13328252.000000 Penalty: 5829.127441
	Iteration 21Q: 3 clusters Score -1.332825e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -13328367.000000 Penalty: 5829.127441
	Iteration 22Q: 3 clusters Score -1.332837e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -13328408.000000 Penalty: 5829.127441
	Iteration 23Q: 3 clusters Score -1.332841e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -13328534.000000 Penalty: 5829.127441
	Iteration 24Q: 3 clusters Score -1.332853e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -13328593.000000 Penalty: 5829.127441
	Iteration 25Q: 3 clusters Score -1.332859e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -13328700.000000 Penalty: 5829.127441
	Iteration 26Q: 3 clusters Score -1.33287e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 61943 members 
Entering Unmasked Estep 
Score: -13328788.000000 Penalty: 5829.127441
	Iteration 27Q: 3 clusters Score -1.332879e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -13328891.000000 Penalty: 5829.127441
	Iteration 28Q: 3 clusters Score -1.332889e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64160 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -13328936.000000 Penalty: 5829.127441
	Iteration 29Q: 3 clusters Score -1.332894e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -13329000.000000 Penalty: 5829.127441
	Iteration 30Q: 3 clusters Score -1.3329e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 63772 members 
Entering Unmasked Estep 
Score: -13329053.000000 Penalty: 5829.127441
	Iteration 31Q: 3 clusters Score -1.332905e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62806 members 
Mstep: Class 2 contains 64236 members 
Entering Unmasked Estep 
Score: -13329206.000000 Penalty: 5829.127441
	Iteration 32Q: 3 clusters Score -1.332921e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 64705 members 
Entering Unmasked Estep 
Score: -13329196.000000 Penalty: 5829.127441
	Iteration 33Q: 3 clusters Score -1.33292e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -13329241.000000 Penalty: 5829.127441
	Iteration 34Q: 3 clusters Score -1.332924e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -13329303.000000 Penalty: 5829.127441
	Iteration 35Q: 3 clusters Score -1.33293e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -13329373.000000 Penalty: 5829.127441
	Iteration 36Q: 3 clusters Score -1.332937e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -13329377.000000 Penalty: 5829.127441
	Iteration 37Q: 3 clusters Score -1.332938e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 67457 members 
Entering Unmasked Estep 
Score: -13329428.000000 Penalty: 5829.127441
	Iteration 38Q: 3 clusters Score -1.332943e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 68062 members 
Entering Unmasked Estep 
Score: -13329453.000000 Penalty: 5829.127441
	Iteration 39Q: 3 clusters Score -1.332945e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -13329543.000000 Penalty: 5829.127441
	Iteration 40F: 3 clusters Score -1.332954e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -13329700.000000 Penalty: 5829.127441
	Iteration 41Q: 3 clusters Score -1.33297e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 70292 members 
Entering Unmasked Estep 
Score: -13329800.000000 Penalty: 5829.127441
	Iteration 42Q: 3 clusters Score -1.33298e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -13329915.000000 Penalty: 5829.127441
	Iteration 43Q: 3 clusters Score -1.332992e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -13329989.000000 Penalty: 5829.127441
	Iteration 44Q: 3 clusters Score -1.332999e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -13329991.000000 Penalty: 5829.127441
	Iteration 45Q: 3 clusters Score -1.332999e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -13330104.000000 Penalty: 5829.127441
	Iteration 46Q: 3 clusters Score -1.33301e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -13330242.000000 Penalty: 5829.127441
	Iteration 47Q: 3 clusters Score -1.333024e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -13330326.000000 Penalty: 5829.127441
	Iteration 48Q: 3 clusters Score -1.333033e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -13330470.000000 Penalty: 5829.127441
	Iteration 49Q: 3 clusters Score -1.333047e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -13330575.000000 Penalty: 5829.127441
	Iteration 50Q: 3 clusters Score -1.333058e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -13330726.000000 Penalty: 5829.127441
	Iteration 51Q: 3 clusters Score -1.333073e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -13330864.000000 Penalty: 5829.127441
	Iteration 52Q: 3 clusters Score -1.333086e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -13331007.000000 Penalty: 5829.127441
	Iteration 53Q: 3 clusters Score -1.333101e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 81256 members 
Entering Unmasked Estep 
Score: -13331101.000000 Penalty: 5829.127441
	Iteration 54Q: 3 clusters Score -1.33311e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -13331303.000000 Penalty: 5829.127441
	Iteration 55Q: 3 clusters Score -1.33313e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -13331428.000000 Penalty: 5829.127441
	Iteration 56Q: 3 clusters Score -1.333143e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -13331606.000000 Penalty: 5829.127441
	Iteration 57Q: 3 clusters Score -1.333161e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -13331713.000000 Penalty: 5829.127441
	Iteration 58Q: 3 clusters Score -1.333171e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -13331896.000000 Penalty: 5829.127441
	Iteration 59Q: 3 clusters Score -1.33319e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -13332122.000000 Penalty: 5829.127441
	Iteration 60F: 3 clusters Score -1.333212e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -13332326.000000 Penalty: 5829.127441
	Iteration 61Q: 3 clusters Score -1.333233e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -13332634.000000 Penalty: 5829.127441
	Iteration 62Q: 3 clusters Score -1.333263e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -13332839.000000 Penalty: 5829.127441
	Iteration 63Q: 3 clusters Score -1.333284e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -13333124.000000 Penalty: 5829.127441
	Iteration 64Q: 3 clusters Score -1.333312e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 94905 members 
Entering Unmasked Estep 
Score: -13333393.000000 Penalty: 5829.127441
	Iteration 65Q: 3 clusters Score -1.333339e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -13333618.000000 Penalty: 5829.127441
	Iteration 66Q: 3 clusters Score -1.333362e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -13333860.000000 Penalty: 5829.127441
	Iteration 67Q: 3 clusters Score -1.333386e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 99274 members 
Entering Unmasked Estep 
Score: -13334297.000000 Penalty: 5829.127441
	Iteration 68Q: 3 clusters Score -1.33343e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -13334803.000000 Penalty: 5829.127441
	Iteration 69Q: 3 clusters Score -1.33348e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -13335217.000000 Penalty: 5829.127441
	Iteration 70Q: 3 clusters Score -1.333522e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 103745 members 
Entering Unmasked Estep 
Score: -13335669.000000 Penalty: 5829.127441
	Iteration 71Q: 3 clusters Score -1.333567e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 105158 members 
Entering Unmasked Estep 
Score: -13336034.000000 Penalty: 5829.127441
	Iteration 72Q: 3 clusters Score -1.333603e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 106495 members 
Entering Unmasked Estep 
Score: -13336412.000000 Penalty: 5829.127441
	Iteration 73Q: 3 clusters Score -1.333641e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 107807 members 
Entering Unmasked Estep 
Score: -13336766.000000 Penalty: 5829.127441
	Iteration 74Q: 3 clusters Score -1.333677e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 109100 members 
Entering Unmasked Estep 
Score: -13337163.000000 Penalty: 5829.127441
	Iteration 75Q: 3 clusters Score -1.333716e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 110313 members 
Entering Unmasked Estep 
Score: -13337419.000000 Penalty: 5829.127441
	Iteration 76Q: 3 clusters Score -1.333742e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 111468 members 
Entering Unmasked Estep 
Score: -13337731.000000 Penalty: 5829.127441
	Iteration 77Q: 3 clusters Score -1.333773e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 112634 members 
Entering Unmasked Estep 
Score: -13338059.000000 Penalty: 5829.127441
	Iteration 78Q: 3 clusters Score -1.333806e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -13338431.000000 Penalty: 5829.127441
	Iteration 79Q: 3 clusters Score -1.333843e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -13338763.000000 Penalty: 5829.127441
	Iteration 80F: 3 clusters Score -1.333876e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 115775 members 
Entering Unmasked Estep 
Score: -13339017.000000 Penalty: 5829.127441
	Iteration 81Q: 3 clusters Score -1.333902e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 116696 members 
Entering Unmasked Estep 
Score: -13339311.000000 Penalty: 5829.127441
	Iteration 82Q: 3 clusters Score -1.333931e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 117509 members 
Entering Unmasked Estep 
Score: -13339601.000000 Penalty: 5829.127441
	Iteration 83Q: 3 clusters Score -1.33396e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 118226 members 
Entering Unmasked Estep 
Score: -13339847.000000 Penalty: 5829.127441
	Iteration 84Q: 3 clusters Score -1.333985e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 118929 members 
Entering Unmasked Estep 
Score: -13340069.000000 Penalty: 5829.127441
	Iteration 85Q: 3 clusters Score -1.334007e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 119593 members 
Entering Unmasked Estep 
Score: -13340261.000000 Penalty: 5829.127441
	Iteration 86Q: 3 clusters Score -1.334026e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 120178 members 
Entering Unmasked Estep 
Score: -13340481.000000 Penalty: 5829.127441
	Iteration 87Q: 3 clusters Score -1.334048e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 120733 members 
Entering Unmasked Estep 
Score: -13340693.000000 Penalty: 5829.127441
	Iteration 88Q: 3 clusters Score -1.334069e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -13340851.000000 Penalty: 5829.127441
	Iteration 89Q: 3 clusters Score -1.334085e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 121688 members 
Entering Unmasked Estep 
Score: -13340997.000000 Penalty: 5829.127441
	Iteration 90Q: 3 clusters Score -1.3341e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 122082 members 
Entering Unmasked Estep 
Score: -13341125.000000 Penalty: 5829.127441
	Iteration 91Q: 3 clusters Score -1.334112e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 122411 members 
Entering Unmasked Estep 
Score: -13341227.000000 Penalty: 5829.127441
	Iteration 92Q: 3 clusters Score -1.334123e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -13341380.000000 Penalty: 5829.127441
	Iteration 93Q: 3 clusters Score -1.334138e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -13341470.000000 Penalty: 5829.127441
	Iteration 94Q: 3 clusters Score -1.334147e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 123245 members 
Entering Unmasked Estep 
Score: -13341509.000000 Penalty: 5829.127441
	Iteration 95Q: 3 clusters Score -1.334151e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 123473 members 
Entering Unmasked Estep 
Score: -13341598.000000 Penalty: 5829.127441
	Iteration 96Q: 3 clusters Score -1.33416e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 123670 members 
Entering Unmasked Estep 
Score: -13341655.000000 Penalty: 5829.127441
	Iteration 97Q: 3 clusters Score -1.334166e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 123833 members 
Entering Unmasked Estep 
Score: -13341670.000000 Penalty: 5829.127441
	Iteration 98Q: 3 clusters Score -1.334167e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 123973 members 
Entering Unmasked Estep 
Score: -13341730.000000 Penalty: 5829.127441
	Iteration 99Q: 3 clusters Score -1.334173e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -13341751.000000 Penalty: 5829.127441
	Iteration 100F: 3 clusters Score -1.334175e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 124179 members 
Entering Unmasked Estep 
Score: -13341784.000000 Penalty: 5829.127441
	Iteration 101Q: 3 clusters Score -1.334178e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -13341780.000000 Penalty: 5829.127441
	Iteration 102Q: 3 clusters Score -1.334178e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 124325 members 
Entering Unmasked Estep 
Score: -13341812.000000 Penalty: 5829.127441
	Iteration 103Q: 3 clusters Score -1.334181e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 124399 members 
Entering Unmasked Estep 
Score: -13341819.000000 Penalty: 5829.127441
	Iteration 104Q: 3 clusters Score -1.334182e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 124483 members 
Entering Unmasked Estep 
Score: -13341877.000000 Penalty: 5829.127441
	Iteration 105Q: 3 clusters Score -1.334188e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 124551 members 
Entering Unmasked Estep 
Score: -13341892.000000 Penalty: 5829.127441
	Iteration 106Q: 3 clusters Score -1.334189e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 124601 members 
Entering Unmasked Estep 
Score: -13341902.000000 Penalty: 5829.127441
	Iteration 107Q: 3 clusters Score -1.33419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 124651 members 
Entering Unmasked Estep 
Score: -13341907.000000 Penalty: 5829.127441
	Iteration 108Q: 3 clusters Score -1.334191e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 124696 members 
Entering Unmasked Estep 
Score: -13341943.000000 Penalty: 5829.127441
	Iteration 109Q: 3 clusters Score -1.334194e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 124757 members 
Entering Unmasked Estep 
Score: -13341930.000000 Penalty: 5829.127441
	Iteration 110Q: 3 clusters Score -1.334193e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -13341971.000000 Penalty: 5829.127441
	Iteration 111Q: 3 clusters Score -1.334197e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -13342005.000000 Penalty: 5829.127441
	Iteration 112Q: 3 clusters Score -1.3342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -13342025.000000 Penalty: 5829.127441
	Iteration 113Q: 3 clusters Score -1.334202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 124913 members 
Entering Unmasked Estep 
Score: -13342043.000000 Penalty: 5829.127441
	Iteration 114Q: 3 clusters Score -1.334204e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 124942 members 
Entering Unmasked Estep 
Score: -13342044.000000 Penalty: 5829.127441
	Iteration 115Q: 3 clusters Score -1.334204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 124968 members 
Entering Unmasked Estep 
Score: -13342049.000000 Penalty: 5829.127441
	Iteration 116Q: 3 clusters Score -1.334205e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -13342050.000000 Penalty: 5829.127441
	Iteration 117Q: 3 clusters Score -1.334205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -13342050.000000 Penalty: 5829.127441
	Iteration 118Q: 3 clusters Score -1.334205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -13342071.000000 Penalty: 5829.127441
	Iteration 119Q: 3 clusters Score -1.334207e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 125040 members 
Entering Unmasked Estep 
Score: -13342064.000000 Penalty: 5829.127441
	Iteration 120F: 3 clusters Score -1.334206e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 125060 members 
Entering Unmasked Estep 
Score: -13342071.000000 Penalty: 5829.127441
	Iteration 121Q: 3 clusters Score -1.334207e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 125076 members 
Entering Unmasked Estep 
Score: -13342068.000000 Penalty: 5829.127441
	Iteration 122Q: 3 clusters Score -1.334207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -13342064.000000 Penalty: 5829.127441
	Iteration 123Q: 3 clusters Score -1.334206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 125098 members 
Entering Unmasked Estep 
Score: -13342071.000000 Penalty: 5829.127441
	Iteration 124Q: 3 clusters Score -1.334207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 125110 members 
Entering Unmasked Estep 
Score: -13342079.000000 Penalty: 5829.127441
	Iteration 125Q: 3 clusters Score -1.334208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 125123 members 
Entering Unmasked Estep 
Score: -13342089.000000 Penalty: 5829.127441
	Iteration 126Q: 3 clusters Score -1.334209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 125134 members 
Entering Unmasked Estep 
Score: -13342091.000000 Penalty: 5829.127441
	Iteration 127Q: 3 clusters Score -1.334209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 125144 members 
Entering Unmasked Estep 
Score: -13342084.000000 Penalty: 5829.127441
	Iteration 128Q: 3 clusters Score -1.334208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 125152 members 
Entering Unmasked Estep 
Score: -13342099.000000 Penalty: 5829.127441
	Iteration 129Q: 3 clusters Score -1.33421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 125160 members 
Entering Unmasked Estep 
Score: -13342107.000000 Penalty: 5829.127441
	Iteration 130Q: 3 clusters Score -1.334211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 125167 members 
Entering Unmasked Estep 
Score: -13342111.000000 Penalty: 5829.127441
	Iteration 131Q: 3 clusters Score -1.334211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 125175 members 
Entering Unmasked Estep 
Score: -13342104.000000 Penalty: 5829.127441
	Iteration 132Q: 3 clusters Score -1.33421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 125180 members 
Entering Unmasked Estep 
Score: -13342119.000000 Penalty: 5829.127441
	Iteration 133Q: 3 clusters Score -1.334212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 125183 members 
Entering Unmasked Estep 
Score: -13342123.000000 Penalty: 5829.127441
	Iteration 134Q: 3 clusters Score -1.334212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 125186 members 
Entering Unmasked Estep 
Score: -13342114.000000 Penalty: 5829.127441
	Iteration 135Q: 3 clusters Score -1.334211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 125188 members 
Entering Unmasked Estep 
Score: -13342111.000000 Penalty: 5829.127441
	Iteration 136Q: 3 clusters Score -1.334211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 125189 members 
Entering Unmasked Estep 
Score: -13342112.000000 Penalty: 5829.127441
	Iteration 137Q: 3 clusters Score -1.334211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 125189 members 
Entering Unmasked Estep 
Score: -13342112.000000 Penalty: 5829.127441
	Iteration 138F: 3 clusters Score -1.334211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Entering Unmasked Estep 
Score: -2727336.750000 Penalty: 2516.597412
	Iteration 0F: 2 clusters Score -2727337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2709740.750000 Penalty: 5033.194824
	Iteration 0F: 3 clusters Score -2709741 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2715754.750000 Penalty: 5033.194824
	Iteration 1F: 3 clusters Score -2715755 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2716174.500000 Penalty: 5033.194824
	Iteration 2Q: 3 clusters Score -2716174 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2716621.250000 Penalty: 5033.194824
	Iteration 3Q: 3 clusters Score -2716621 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2717176.500000 Penalty: 5033.194824
	Iteration 4Q: 3 clusters Score -2717176 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2717940.000000 Penalty: 5033.194824
	Iteration 5F: 3 clusters Score -2717940 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2719079.750000 Penalty: 5033.194824
	Iteration 6F: 3 clusters Score -2719080 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2720552.750000 Penalty: 5033.194824
	Iteration 7F: 3 clusters Score -2720553 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2722118.500000 Penalty: 5033.194824
	Iteration 8F: 3 clusters Score -2722118 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2723369.250000 Penalty: 5033.194824
	Iteration 9F: 3 clusters Score -2723369 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2724255.250000 Penalty: 5033.194824
	Iteration 10Q: 3 clusters Score -2724255 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2724689.750000 Penalty: 5033.194824
	Iteration 11Q: 3 clusters Score -2724690 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2724901.250000 Penalty: 5033.194824
	Iteration 12Q: 3 clusters Score -2724901 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2725021.500000 Penalty: 5033.194824
	Iteration 13Q: 3 clusters Score -2725022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2725106.250000 Penalty: 5033.194824
	Iteration 14Q: 3 clusters Score -2725106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2725163.250000 Penalty: 5033.194824
	Iteration 15Q: 3 clusters Score -2725163 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2725189.750000 Penalty: 5033.194824
	Iteration 16Q: 3 clusters Score -2725190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2725210.500000 Penalty: 5033.194824
	Iteration 17Q: 3 clusters Score -2725210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2725229.500000 Penalty: 5033.194824
	Iteration 18Q: 3 clusters Score -2725230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2725243.750000 Penalty: 5033.194824
	Iteration 19Q: 3 clusters Score -2725244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2725261.750000 Penalty: 5033.194824
	Iteration 20F: 3 clusters Score -2725262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2725266.000000 Penalty: 5033.194824
	Iteration 21Q: 3 clusters Score -2725266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2725274.500000 Penalty: 5033.194824
	Iteration 22Q: 3 clusters Score -2725274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2725281.750000 Penalty: 5033.194824
	Iteration 23Q: 3 clusters Score -2725282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2725290.500000 Penalty: 5033.194824
	Iteration 24Q: 3 clusters Score -2725290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2725292.500000 Penalty: 5033.194824
	Iteration 25Q: 3 clusters Score -2725292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2725304.750000 Penalty: 5033.194824
	Iteration 26Q: 3 clusters Score -2725305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2725305.750000 Penalty: 5033.194824
	Iteration 27Q: 3 clusters Score -2725306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2725309.000000 Penalty: 5033.194824
	Iteration 28Q: 3 clusters Score -2725309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2725313.250000 Penalty: 5033.194824
	Iteration 29Q: 3 clusters Score -2725313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2725315.000000 Penalty: 5033.194824
	Iteration 30Q: 3 clusters Score -2725315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2725311.500000 Penalty: 5033.194824
	Iteration 31Q: 3 clusters Score -2725312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2725315.250000 Penalty: 5033.194824
	Iteration 32Q: 3 clusters Score -2725315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2725312.500000 Penalty: 5033.194824
	Iteration 33Q: 3 clusters Score -2725312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2725312.750000 Penalty: 5033.194824
	Iteration 34Q: 3 clusters Score -2725313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2725313.250000 Penalty: 5033.194824
	Iteration 35Q: 3 clusters Score -2725313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2725314.000000 Penalty: 5033.194824
	Iteration 36Q: 3 clusters Score -2725314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2725313.500000 Penalty: 5033.194824
	Iteration 37Q: 3 clusters Score -2725314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2725315.250000 Penalty: 5033.194824
	Iteration 38Q: 3 clusters Score -2725315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2725321.000000 Penalty: 5033.194824
	Iteration 39Q: 3 clusters Score -2725321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2725321.000000 Penalty: 5033.194824
	Iteration 40F: 3 clusters Score -2725321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -73876.203125 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73876.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74411.937500 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74411.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -74540.687500 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74540.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74595.718750 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -74595.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74646.859375 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -74646.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -74688.632812 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -74688.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74790.156250 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -74790.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74845.703125 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -74845.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -74888.156250 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -74888.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -74933.132812 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -74933.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74974.937500 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -74974.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -74992.789062 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -74992.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75007.843750 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -75007.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75017.453125 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -75017.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75021.609375 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -75021.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75024.156250 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -75024.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75026.335938 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -75026.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -75029.101562 Penalty: 3333.229248
	Iteration 17F: 3 clusters Score -75029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75040.085938 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -75040.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75041.617188 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -75041.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75043.640625 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -75043.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Entering Unmasked Estep 
Score: -2043546.375000 Penalty: 2445.553223
	Iteration 0F: 2 clusters Score -2043546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2029973.375000 Penalty: 4891.106445
	Iteration 0F: 3 clusters Score -2029973 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2034369.125000 Penalty: 4891.106445
	Iteration 1F: 3 clusters Score -2034369 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2034716.125000 Penalty: 4891.106445
	Iteration 2F: 3 clusters Score -2034716 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2034993.125000 Penalty: 4891.106445
	Iteration 3Q: 3 clusters Score -2034993 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2035217.000000 Penalty: 4891.106445
	Iteration 4Q: 3 clusters Score -2035217 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2035431.875000 Penalty: 4891.106445
	Iteration 5Q: 3 clusters Score -2035432 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2035647.000000 Penalty: 4891.106445
	Iteration 6Q: 3 clusters Score -2035647 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2035818.875000 Penalty: 4891.106445
	Iteration 7Q: 3 clusters Score -2035819 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2035971.500000 Penalty: 4891.106445
	Iteration 8Q: 3 clusters Score -2035972 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2036118.250000 Penalty: 4891.106445
	Iteration 9Q: 3 clusters Score -2036118 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2036263.750000 Penalty: 4891.106445
	Iteration 10Q: 3 clusters Score -2036264 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2036393.750000 Penalty: 4891.106445
	Iteration 11Q: 3 clusters Score -2036394 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2036546.375000 Penalty: 4891.106445
	Iteration 12Q: 3 clusters Score -2036546 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2036724.000000 Penalty: 4891.106445
	Iteration 13Q: 3 clusters Score -2036724 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2036944.000000 Penalty: 4891.106445
	Iteration 14Q: 3 clusters Score -2036944 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2037216.375000 Penalty: 4891.106445
	Iteration 15Q: 3 clusters Score -2037216 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2037572.500000 Penalty: 4891.106445
	Iteration 16Q: 3 clusters Score -2037572 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2038064.625000 Penalty: 4891.106445
	Iteration 17Q: 3 clusters Score -2038065 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2038634.250000 Penalty: 4891.106445
	Iteration 18Q: 3 clusters Score -2038634 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2039162.125000 Penalty: 4891.106445
	Iteration 19Q: 3 clusters Score -2039162 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2039563.375000 Penalty: 4891.106445
	Iteration 20F: 3 clusters Score -2039563 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2039887.875000 Penalty: 4891.106445
	Iteration 21Q: 3 clusters Score -2039888 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2040098.500000 Penalty: 4891.106445
	Iteration 22Q: 3 clusters Score -2040098 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2040245.750000 Penalty: 4891.106445
	Iteration 23Q: 3 clusters Score -2040246 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2040360.125000 Penalty: 4891.106445
	Iteration 24Q: 3 clusters Score -2040360 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2040450.125000 Penalty: 4891.106445
	Iteration 25Q: 3 clusters Score -2040450 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2040521.875000 Penalty: 4891.106445
	Iteration 26Q: 3 clusters Score -2040522 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2040592.375000 Penalty: 4891.106445
	Iteration 27Q: 3 clusters Score -2040592 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2040664.000000 Penalty: 4891.106445
	Iteration 28Q: 3 clusters Score -2040664 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2040708.000000 Penalty: 4891.106445
	Iteration 29Q: 3 clusters Score -2040708 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -2040753.500000 Penalty: 4891.106445
	Iteration 30Q: 3 clusters Score -2040754 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2040778.125000 Penalty: 4891.106445
	Iteration 31Q: 3 clusters Score -2040778 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2040813.750000 Penalty: 4891.106445
	Iteration 32Q: 3 clusters Score -2040814 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2040846.250000 Penalty: 4891.106445
	Iteration 33Q: 3 clusters Score -2040846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2040891.000000 Penalty: 4891.106445
	Iteration 34Q: 3 clusters Score -2040891 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2040925.125000 Penalty: 4891.106445
	Iteration 35Q: 3 clusters Score -2040925 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2040949.500000 Penalty: 4891.106445
	Iteration 36Q: 3 clusters Score -2040950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2040982.250000 Penalty: 4891.106445
	Iteration 37Q: 3 clusters Score -2040982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2041016.125000 Penalty: 4891.106445
	Iteration 38Q: 3 clusters Score -2041016 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2041040.500000 Penalty: 4891.106445
	Iteration 39Q: 3 clusters Score -2041040 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2041079.000000 Penalty: 4891.106445
	Iteration 40F: 3 clusters Score -2041079 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2041109.500000 Penalty: 4891.106445
	Iteration 41Q: 3 clusters Score -2041110 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2041138.125000 Penalty: 4891.106445
	Iteration 42Q: 3 clusters Score -2041138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2041167.375000 Penalty: 4891.106445
	Iteration 43Q: 3 clusters Score -2041167 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2041201.000000 Penalty: 4891.106445
	Iteration 44Q: 3 clusters Score -2041201 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2041239.000000 Penalty: 4891.106445
	Iteration 45Q: 3 clusters Score -2041239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2041273.125000 Penalty: 4891.106445
	Iteration 46Q: 3 clusters Score -2041273 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2041311.000000 Penalty: 4891.106445
	Iteration 47Q: 3 clusters Score -2041311 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2041348.125000 Penalty: 4891.106445
	Iteration 48Q: 3 clusters Score -2041348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2041389.250000 Penalty: 4891.106445
	Iteration 49Q: 3 clusters Score -2041389 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2041435.750000 Penalty: 4891.106445
	Iteration 50Q: 3 clusters Score -2041436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2041478.750000 Penalty: 4891.106445
	Iteration 51Q: 3 clusters Score -2041479 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2041514.250000 Penalty: 4891.106445
	Iteration 52Q: 3 clusters Score -2041514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2041562.625000 Penalty: 4891.106445
	Iteration 53Q: 3 clusters Score -2041563 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2041613.750000 Penalty: 4891.106445
	Iteration 54Q: 3 clusters Score -2041614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2041658.125000 Penalty: 4891.106445
	Iteration 55Q: 3 clusters Score -2041658 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2041705.625000 Penalty: 4891.106445
	Iteration 56Q: 3 clusters Score -2041706 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2041752.125000 Penalty: 4891.106445
	Iteration 57Q: 3 clusters Score -2041752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2041776.125000 Penalty: 4891.106445
	Iteration 58Q: 3 clusters Score -2041776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2041811.000000 Penalty: 4891.106445
	Iteration 59Q: 3 clusters Score -2041811 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2041831.000000 Penalty: 4891.106445
	Iteration 60F: 3 clusters Score -2041831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2041841.250000 Penalty: 4891.106445
	Iteration 61Q: 3 clusters Score -2041841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2041853.500000 Penalty: 4891.106445
	Iteration 62Q: 3 clusters Score -2041854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2041870.500000 Penalty: 4891.106445
	Iteration 63Q: 3 clusters Score -2041870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2041879.625000 Penalty: 4891.106445
	Iteration 64Q: 3 clusters Score -2041880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2041882.750000 Penalty: 4891.106445
	Iteration 65Q: 3 clusters Score -2041883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2041893.125000 Penalty: 4891.106445
	Iteration 66Q: 3 clusters Score -2041893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2041898.125000 Penalty: 4891.106445
	Iteration 67Q: 3 clusters Score -2041898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2041909.250000 Penalty: 4891.106445
	Iteration 68Q: 3 clusters Score -2041909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2041917.250000 Penalty: 4891.106445
	Iteration 69Q: 3 clusters Score -2041917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2041924.375000 Penalty: 4891.106445
	Iteration 70Q: 3 clusters Score -2041924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2041926.250000 Penalty: 4891.106445
	Iteration 71Q: 3 clusters Score -2041926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2041938.000000 Penalty: 4891.106445
	Iteration 72Q: 3 clusters Score -2041938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2041943.625000 Penalty: 4891.106445
	Iteration 73Q: 3 clusters Score -2041944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2041948.625000 Penalty: 4891.106445
	Iteration 74Q: 3 clusters Score -2041949 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2041958.875000 Penalty: 4891.106445
	Iteration 75Q: 3 clusters Score -2041959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2041964.000000 Penalty: 4891.106445
	Iteration 76Q: 3 clusters Score -2041964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2041971.625000 Penalty: 4891.106445
	Iteration 77Q: 3 clusters Score -2041972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2041977.750000 Penalty: 4891.106445
	Iteration 78Q: 3 clusters Score -2041978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2041980.125000 Penalty: 4891.106445
	Iteration 79Q: 3 clusters Score -2041980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2041984.000000 Penalty: 4891.106445
	Iteration 80F: 3 clusters Score -2041984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2041986.250000 Penalty: 4891.106445
	Iteration 81Q: 3 clusters Score -2041986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2041990.625000 Penalty: 4891.106445
	Iteration 82Q: 3 clusters Score -2041991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2041996.750000 Penalty: 4891.106445
	Iteration 83Q: 3 clusters Score -2041997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2042002.500000 Penalty: 4891.106445
	Iteration 84Q: 3 clusters Score -2042002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2042006.125000 Penalty: 4891.106445
	Iteration 85Q: 3 clusters Score -2042006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2042011.250000 Penalty: 4891.106445
	Iteration 86Q: 3 clusters Score -2042011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2042010.750000 Penalty: 4891.106445
	Iteration 87Q: 3 clusters Score -2042011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2042017.375000 Penalty: 4891.106445
	Iteration 88Q: 3 clusters Score -2042017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2042018.125000 Penalty: 4891.106445
	Iteration 89Q: 3 clusters Score -2042018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2042018.875000 Penalty: 4891.106445
	Iteration 90Q: 3 clusters Score -2042019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2042025.375000 Penalty: 4891.106445
	Iteration 91Q: 3 clusters Score -2042025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2042026.500000 Penalty: 4891.106445
	Iteration 92Q: 3 clusters Score -2042026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2042030.625000 Penalty: 4891.106445
	Iteration 93Q: 3 clusters Score -2042031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2042034.000000 Penalty: 4891.106445
	Iteration 94Q: 3 clusters Score -2042034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2042036.125000 Penalty: 4891.106445
	Iteration 95Q: 3 clusters Score -2042036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2042041.000000 Penalty: 4891.106445
	Iteration 96Q: 3 clusters Score -2042041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2042044.875000 Penalty: 4891.106445
	Iteration 97Q: 3 clusters Score -2042045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2042045.875000 Penalty: 4891.106445
	Iteration 98Q: 3 clusters Score -2042046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2042051.750000 Penalty: 4891.106445
	Iteration 99Q: 3 clusters Score -2042052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2042055.250000 Penalty: 4891.106445
	Iteration 100F: 3 clusters Score -2042055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2042058.500000 Penalty: 4891.106445
	Iteration 101Q: 3 clusters Score -2042058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2042059.250000 Penalty: 4891.106445
	Iteration 102Q: 3 clusters Score -2042059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2042063.750000 Penalty: 4891.106445
	Iteration 103Q: 3 clusters Score -2042064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2042063.500000 Penalty: 4891.106445
	Iteration 104Q: 3 clusters Score -2042064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2042063.500000 Penalty: 4891.106445
	Iteration 105F: 3 clusters Score -2042064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -448395.187500 Penalty: 2085.527588
	Iteration 0F: 2 clusters Score -448395.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -444109.093750 Penalty: 4171.055176
	Iteration 0F: 3 clusters Score -444109.1 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -445067.687500 Penalty: 4171.055176
	Iteration 1F: 3 clusters Score -445067.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -445268.718750 Penalty: 4171.055176
	Iteration 2F: 3 clusters Score -445268.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -445412.343750 Penalty: 4171.055176
	Iteration 3F: 3 clusters Score -445412.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -445507.531250 Penalty: 4171.055176
	Iteration 4Q: 3 clusters Score -445507.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -445581.406250 Penalty: 4171.055176
	Iteration 5Q: 3 clusters Score -445581.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -445636.625000 Penalty: 4171.055176
	Iteration 6Q: 3 clusters Score -445636.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -445687.718750 Penalty: 4171.055176
	Iteration 7Q: 3 clusters Score -445687.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -445740.625000 Penalty: 4171.055176
	Iteration 8Q: 3 clusters Score -445740.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -445793.343750 Penalty: 4171.055176
	Iteration 9Q: 3 clusters Score -445793.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -445868.437500 Penalty: 4171.055176
	Iteration 10Q: 3 clusters Score -445868.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -445955.250000 Penalty: 4171.055176
	Iteration 11Q: 3 clusters Score -445955.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -446046.968750 Penalty: 4171.055176
	Iteration 12Q: 3 clusters Score -446047 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -446152.531250 Penalty: 4171.055176
	Iteration 13Q: 3 clusters Score -446152.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -446290.156250 Penalty: 4171.055176
	Iteration 14Q: 3 clusters Score -446290.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -446424.781250 Penalty: 4171.055176
	Iteration 15Q: 3 clusters Score -446424.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -446549.906250 Penalty: 4171.055176
	Iteration 16Q: 3 clusters Score -446549.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -446655.187500 Penalty: 4171.055176
	Iteration 17Q: 3 clusters Score -446655.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -446754.406250 Penalty: 4171.055176
	Iteration 18Q: 3 clusters Score -446754.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -446850.031250 Penalty: 4171.055176
	Iteration 19Q: 3 clusters Score -446850 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -446923.531250 Penalty: 4171.055176
	Iteration 20F: 3 clusters Score -446923.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -446989.531250 Penalty: 4171.055176
	Iteration 21Q: 3 clusters Score -446989.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -447040.250000 Penalty: 4171.055176
	Iteration 22Q: 3 clusters Score -447040.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -447072.406250 Penalty: 4171.055176
	Iteration 23Q: 3 clusters Score -447072.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -447097.312500 Penalty: 4171.055176
	Iteration 24Q: 3 clusters Score -447097.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -447118.406250 Penalty: 4171.055176
	Iteration 25Q: 3 clusters Score -447118.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -447130.281250 Penalty: 4171.055176
	Iteration 26Q: 3 clusters Score -447130.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -447142.281250 Penalty: 4171.055176
	Iteration 27Q: 3 clusters Score -447142.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -447156.968750 Penalty: 4171.055176
	Iteration 28Q: 3 clusters Score -447157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -447172.937500 Penalty: 4171.055176
	Iteration 29Q: 3 clusters Score -447172.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -447188.750000 Penalty: 4171.055176
	Iteration 30Q: 3 clusters Score -447188.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -447201.343750 Penalty: 4171.055176
	Iteration 31Q: 3 clusters Score -447201.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -447207.593750 Penalty: 4171.055176
	Iteration 32Q: 3 clusters Score -447207.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -447211.562500 Penalty: 4171.055176
	Iteration 33Q: 3 clusters Score -447211.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -447216.125000 Penalty: 4171.055176
	Iteration 34Q: 3 clusters Score -447216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -447219.312500 Penalty: 4171.055176
	Iteration 35Q: 3 clusters Score -447219.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -447222.687500 Penalty: 4171.055176
	Iteration 36Q: 3 clusters Score -447222.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -447223.875000 Penalty: 4171.055176
	Iteration 37Q: 3 clusters Score -447223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -447224.156250 Penalty: 4171.055176
	Iteration 38Q: 3 clusters Score -447224.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -447226.718750 Penalty: 4171.055176
	Iteration 39Q: 3 clusters Score -447226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -447227.156250 Penalty: 4171.055176
	Iteration 40F: 3 clusters Score -447227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -447230.187500 Penalty: 4171.055176
	Iteration 41Q: 3 clusters Score -447230.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -447229.875000 Penalty: 4171.055176
	Iteration 42Q: 3 clusters Score -447229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -447230.968750 Penalty: 4171.055176
	Iteration 43Q: 3 clusters Score -447231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -447230.937500 Penalty: 4171.055176
	Iteration 44Q: 3 clusters Score -447230.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -447230.937500 Penalty: 4171.055176
	Iteration 45F: 3 clusters Score -447230.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Entering Unmasked Estep 
Score: -632831.375000 Penalty: 2162.997803
	Iteration 0F: 2 clusters Score -632831.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -627595.750000 Penalty: 4325.995605
	Iteration 0F: 3 clusters Score -627595.8 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -628918.437500 Penalty: 4325.995605
	Iteration 1F: 3 clusters Score -628918.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -629170.062500 Penalty: 4325.995605
	Iteration 2F: 3 clusters Score -629170.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -629336.375000 Penalty: 4325.995605
	Iteration 3F: 3 clusters Score -629336.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -629487.562500 Penalty: 4325.995605
	Iteration 4Q: 3 clusters Score -629487.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -629612.500000 Penalty: 4325.995605
	Iteration 5Q: 3 clusters Score -629612.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -629722.875000 Penalty: 4325.995605
	Iteration 6Q: 3 clusters Score -629722.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -629826.750000 Penalty: 4325.995605
	Iteration 7Q: 3 clusters Score -629826.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -629913.812500 Penalty: 4325.995605
	Iteration 8Q: 3 clusters Score -629913.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -629990.000000 Penalty: 4325.995605
	Iteration 9Q: 3 clusters Score -629990 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -630068.250000 Penalty: 4325.995605
	Iteration 10Q: 3 clusters Score -630068.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -630148.125000 Penalty: 4325.995605
	Iteration 11Q: 3 clusters Score -630148.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -630218.562500 Penalty: 4325.995605
	Iteration 12Q: 3 clusters Score -630218.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -630283.187500 Penalty: 4325.995605
	Iteration 13Q: 3 clusters Score -630283.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -630323.062500 Penalty: 4325.995605
	Iteration 14Q: 3 clusters Score -630323.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -630360.500000 Penalty: 4325.995605
	Iteration 15Q: 3 clusters Score -630360.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -630394.062500 Penalty: 4325.995605
	Iteration 16Q: 3 clusters Score -630394.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -630422.125000 Penalty: 4325.995605
	Iteration 17Q: 3 clusters Score -630422.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -630444.062500 Penalty: 4325.995605
	Iteration 18Q: 3 clusters Score -630444.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -630464.062500 Penalty: 4325.995605
	Iteration 19Q: 3 clusters Score -630464.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -630478.812500 Penalty: 4325.995605
	Iteration 20F: 3 clusters Score -630478.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -630495.562500 Penalty: 4325.995605
	Iteration 21Q: 3 clusters Score -630495.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -630512.625000 Penalty: 4325.995605
	Iteration 22Q: 3 clusters Score -630512.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -630530.625000 Penalty: 4325.995605
	Iteration 23Q: 3 clusters Score -630530.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -630551.375000 Penalty: 4325.995605
	Iteration 24Q: 3 clusters Score -630551.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -630571.187500 Penalty: 4325.995605
	Iteration 25Q: 3 clusters Score -630571.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -630593.812500 Penalty: 4325.995605
	Iteration 26Q: 3 clusters Score -630593.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -630620.000000 Penalty: 4325.995605
	Iteration 27Q: 3 clusters Score -630620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -630639.750000 Penalty: 4325.995605
	Iteration 28Q: 3 clusters Score -630639.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -630654.937500 Penalty: 4325.995605
	Iteration 29Q: 3 clusters Score -630654.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -630669.375000 Penalty: 4325.995605
	Iteration 30Q: 3 clusters Score -630669.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -630687.875000 Penalty: 4325.995605
	Iteration 31Q: 3 clusters Score -630687.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -630714.562500 Penalty: 4325.995605
	Iteration 32Q: 3 clusters Score -630714.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -630744.312500 Penalty: 4325.995605
	Iteration 33Q: 3 clusters Score -630744.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -630767.687500 Penalty: 4325.995605
	Iteration 34Q: 3 clusters Score -630767.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -630793.500000 Penalty: 4325.995605
	Iteration 35Q: 3 clusters Score -630793.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -630812.000000 Penalty: 4325.995605
	Iteration 36Q: 3 clusters Score -630812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -630824.875000 Penalty: 4325.995605
	Iteration 37Q: 3 clusters Score -630824.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -630840.000000 Penalty: 4325.995605
	Iteration 38Q: 3 clusters Score -630840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -630856.375000 Penalty: 4325.995605
	Iteration 39Q: 3 clusters Score -630856.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -630874.062500 Penalty: 4325.995605
	Iteration 40F: 3 clusters Score -630874.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -630888.625000 Penalty: 4325.995605
	Iteration 41Q: 3 clusters Score -630888.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -630903.625000 Penalty: 4325.995605
	Iteration 42Q: 3 clusters Score -630903.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -630916.312500 Penalty: 4325.995605
	Iteration 43Q: 3 clusters Score -630916.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -630928.062500 Penalty: 4325.995605
	Iteration 44Q: 3 clusters Score -630928.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -630939.437500 Penalty: 4325.995605
	Iteration 45Q: 3 clusters Score -630939.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -630946.062500 Penalty: 4325.995605
	Iteration 46Q: 3 clusters Score -630946.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -630954.187500 Penalty: 4325.995605
	Iteration 47Q: 3 clusters Score -630954.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -630965.500000 Penalty: 4325.995605
	Iteration 48Q: 3 clusters Score -630965.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -630971.375000 Penalty: 4325.995605
	Iteration 49Q: 3 clusters Score -630971.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -630979.375000 Penalty: 4325.995605
	Iteration 50Q: 3 clusters Score -630979.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -630988.312500 Penalty: 4325.995605
	Iteration 51Q: 3 clusters Score -630988.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -631000.312500 Penalty: 4325.995605
	Iteration 52Q: 3 clusters Score -631000.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -631014.312500 Penalty: 4325.995605
	Iteration 53Q: 3 clusters Score -631014.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -631020.750000 Penalty: 4325.995605
	Iteration 54Q: 3 clusters Score -631020.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -631028.375000 Penalty: 4325.995605
	Iteration 55Q: 3 clusters Score -631028.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -631034.000000 Penalty: 4325.995605
	Iteration 56Q: 3 clusters Score -631034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -631038.375000 Penalty: 4325.995605
	Iteration 57Q: 3 clusters Score -631038.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -631044.125000 Penalty: 4325.995605
	Iteration 58Q: 3 clusters Score -631044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -631049.187500 Penalty: 4325.995605
	Iteration 59Q: 3 clusters Score -631049.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -631054.187500 Penalty: 4325.995605
	Iteration 60F: 3 clusters Score -631054.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -631059.187500 Penalty: 4325.995605
	Iteration 61Q: 3 clusters Score -631059.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -631064.875000 Penalty: 4325.995605
	Iteration 62Q: 3 clusters Score -631064.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -631072.500000 Penalty: 4325.995605
	Iteration 63Q: 3 clusters Score -631072.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -631076.937500 Penalty: 4325.995605
	Iteration 64Q: 3 clusters Score -631076.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -631082.375000 Penalty: 4325.995605
	Iteration 65Q: 3 clusters Score -631082.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -631084.937500 Penalty: 4325.995605
	Iteration 66Q: 3 clusters Score -631084.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -631089.437500 Penalty: 4325.995605
	Iteration 67Q: 3 clusters Score -631089.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -631091.000000 Penalty: 4325.995605
	Iteration 68Q: 3 clusters Score -631091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -631090.687500 Penalty: 4325.995605
	Iteration 69Q: 3 clusters Score -631090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -631091.687500 Penalty: 4325.995605
	Iteration 70Q: 3 clusters Score -631091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -631092.937500 Penalty: 4325.995605
	Iteration 71Q: 3 clusters Score -631092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -631092.937500 Penalty: 4325.995605
	Iteration 72F: 3 clusters Score -631092.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 4 contains 82871 members 
Mstep: Class 5 contains 216025 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 8397 members 
Mstep: Class 11 contains 140494 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 127042 members 
Mstep: Class 16 contains 25529 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19170 members 
Mstep: Class 19 contains 4489 members 
Mstep: Class 21 contains 6135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060112.000000 Penalty: 43306.667969
Iteration 279Q: 14 clusters Score -7.006011e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 4 contains 82912 members 
Mstep: Class 5 contains 216101 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 8389 members 
Mstep: Class 11 contains 139888 members 
Mstep: Class 14 contains 38021 members 
Mstep: Class 15 contains 127540 members 
Mstep: Class 16 contains 25538 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19192 members 
Mstep: Class 19 contains 4481 members 
Mstep: Class 21 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060160.000000 Penalty: 43306.667969
Iteration 280F: 14 clusters Score -7.006016e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 4 contains 82960 members 
Mstep: Class 5 contains 216156 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8385 members 
Mstep: Class 11 contains 139315 members 
Mstep: Class 14 contains 38008 members 
Mstep: Class 15 contains 128012 members 
Mstep: Class 16 contains 25538 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19214 members 
Mstep: Class 19 contains 4476 members 
Mstep: Class 21 contains 6126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060248.000000 Penalty: 43306.667969
Iteration 281Q: 14 clusters Score -7.006025e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 4 contains 83008 members 
Mstep: Class 5 contains 216178 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 138818 members 
Mstep: Class 14 contains 38004 members 
Mstep: Class 15 contains 128450 members 
Mstep: Class 16 contains 25536 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19226 members 
Mstep: Class 19 contains 4466 members 
Mstep: Class 21 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060240.000000 Penalty: 43306.667969
Iteration 282Q: 14 clusters Score -7.006024e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 4 contains 83026 members 
Mstep: Class 5 contains 216190 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8372 members 
Mstep: Class 11 contains 138346 members 
Mstep: Class 14 contains 38005 members 
Mstep: Class 15 contains 128894 members 
Mstep: Class 16 contains 25542 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19236 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 21 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060232.000000 Penalty: 43306.667969
Iteration 283Q: 14 clusters Score -7.006023e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 4 contains 83058 members 
Mstep: Class 5 contains 216189 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8361 members 
Mstep: Class 11 contains 137886 members 
Mstep: Class 14 contains 38019 members 
Mstep: Class 15 contains 129315 members 
Mstep: Class 16 contains 25539 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19252 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 21 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 284Q: 14 clusters Score -7.006022e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 4 contains 83077 members 
Mstep: Class 5 contains 216207 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8350 members 
Mstep: Class 11 contains 137426 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 129736 members 
Mstep: Class 16 contains 25542 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19264 members 
Mstep: Class 19 contains 4445 members 
Mstep: Class 21 contains 6131 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 285Q: 14 clusters Score -7.006024e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 4 contains 83103 members 
Mstep: Class 5 contains 216235 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8345 members 
Mstep: Class 11 contains 136959 members 
Mstep: Class 14 contains 38037 members 
Mstep: Class 15 contains 130117 members 
Mstep: Class 16 contains 25548 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19290 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 21 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060232.000000 Penalty: 43306.667969
Iteration 286Q: 14 clusters Score -7.006023e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 4 contains 83140 members 
Mstep: Class 5 contains 216253 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8340 members 
Mstep: Class 11 contains 136534 members 
Mstep: Class 14 contains 38043 members 
Mstep: Class 15 contains 130462 members 
Mstep: Class 16 contains 25550 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19318 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 21 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 287Q: 14 clusters Score -7.006006e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 4 contains 83173 members 
Mstep: Class 5 contains 216267 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8336 members 
Mstep: Class 11 contains 136138 members 
Mstep: Class 14 contains 38052 members 
Mstep: Class 15 contains 130771 members 
Mstep: Class 16 contains 25560 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19346 members 
Mstep: Class 19 contains 4457 members 
Mstep: Class 21 contains 6127 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 288Q: 14 clusters Score -7.006008e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 4 contains 83175 members 
Mstep: Class 5 contains 216285 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8334 members 
Mstep: Class 11 contains 135782 members 
Mstep: Class 14 contains 38043 members 
Mstep: Class 15 contains 131077 members 
Mstep: Class 16 contains 25572 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19377 members 
Mstep: Class 19 contains 4461 members 
Mstep: Class 21 contains 6124 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 289Q: 14 clusters Score -7.006004e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 4 contains 83180 members 
Mstep: Class 5 contains 216321 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8330 members 
Mstep: Class 11 contains 135460 members 
Mstep: Class 14 contains 38040 members 
Mstep: Class 15 contains 131361 members 
Mstep: Class 16 contains 25569 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19395 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 21 contains 6118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 290Q: 14 clusters Score -7.006005e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 4 contains 83200 members 
Mstep: Class 5 contains 216361 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8327 members 
Mstep: Class 11 contains 135122 members 
Mstep: Class 14 contains 38034 members 
Mstep: Class 15 contains 131644 members 
Mstep: Class 16 contains 25564 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19414 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 21 contains 6109 members 
Entering Unmasked Estep 
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Iteration 291Q: 14 clusters Score -7.00601e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 4 contains 83220 members 
Mstep: Class 5 contains 216382 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8324 members 
Mstep: Class 11 contains 134821 members 
Mstep: Class 14 contains 38023 members 
Mstep: Class 15 contains 131918 members 
Mstep: Class 16 contains 25562 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19428 members 
Mstep: Class 19 contains 4454 members 
Mstep: Class 21 contains 6104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060064.000000 Penalty: 43306.667969
Iteration 292Q: 14 clusters Score -7.006006e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 4 contains 83227 members 
Mstep: Class 5 contains 216373 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8320 members 
Mstep: Class 11 contains 134514 members 
Mstep: Class 14 contains 38025 members 
Mstep: Class 15 contains 132219 members 
Mstep: Class 16 contains 25571 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19436 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 21 contains 6103 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 293Q: 14 clusters Score -7.006003e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 4 contains 83256 members 
Mstep: Class 5 contains 216340 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8316 members 
Mstep: Class 11 contains 134196 members 
Mstep: Class 14 contains 38032 members 
Mstep: Class 15 contains 132524 members 
Mstep: Class 16 contains 25581 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 21 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 294Q: 14 clusters Score -7.006008e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 4 contains 83290 members 
Mstep: Class 5 contains 216350 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8317 members 
Mstep: Class 11 contains 133893 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 132789 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19459 members 
Mstep: Class 19 contains 4453 members 
Mstep: Class 21 contains 6088 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 295Q: 14 clusters Score -7.006002e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 4 contains 83326 members 
Mstep: Class 5 contains 216371 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8315 members 
Mstep: Class 11 contains 133598 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 133041 members 
Mstep: Class 16 contains 25574 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19466 members 
Mstep: Class 19 contains 4448 members 
Mstep: Class 21 contains 6084 members 
Entering Unmasked Estep 
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Iteration 296Q: 14 clusters Score -7.006013e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 4 contains 83361 members 
Mstep: Class 5 contains 216381 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 133337 members 
Mstep: Class 14 contains 38044 members 
Mstep: Class 15 contains 133254 members 
Mstep: Class 16 contains 25573 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19474 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 21 contains 6081 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 297Q: 14 clusters Score -7.006009e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 4 contains 83381 members 
Mstep: Class 5 contains 216426 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 133075 members 
Mstep: Class 14 contains 38046 members 
Mstep: Class 15 contains 133447 members 
Mstep: Class 16 contains 25575 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 21 contains 6079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060120.000000 Penalty: 43306.667969
Iteration 298Q: 14 clusters Score -7.006012e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 4 contains 83395 members 
Mstep: Class 5 contains 216450 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 132858 members 
Mstep: Class 14 contains 38045 members 
Mstep: Class 15 contains 133631 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19476 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 21 contains 6082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060136.000000 Penalty: 43306.667969
Iteration 299Q: 14 clusters Score -7.006014e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 4 contains 83404 members 
Mstep: Class 5 contains 216464 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8314 members 
Mstep: Class 11 contains 132640 members 
Mstep: Class 14 contains 38043 members 
Mstep: Class 15 contains 133838 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 21 contains 6080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060120.000000 Penalty: 43306.667969
Iteration 300F: 14 clusters Score -7.006012e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 4 contains 83409 members 
Mstep: Class 5 contains 216467 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 132416 members 
Mstep: Class 14 contains 38041 members 
Mstep: Class 15 contains 134058 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 21 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060048.000000 Penalty: 43306.667969
Iteration 301Q: 14 clusters Score -7.006005e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 4 contains 83418 members 
Mstep: Class 5 contains 216468 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8313 members 
Mstep: Class 11 contains 132199 members 
Mstep: Class 14 contains 38039 members 
Mstep: Class 15 contains 134261 members 
Mstep: Class 16 contains 25583 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059848.000000 Penalty: 43306.667969
Iteration 302Q: 14 clusters Score -7.005985e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 4 contains 83429 members 
Mstep: Class 5 contains 216464 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 131994 members 
Mstep: Class 14 contains 38041 members 
Mstep: Class 15 contains 134448 members 
Mstep: Class 16 contains 25593 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19483 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059848.000000 Penalty: 43306.667969
Iteration 303Q: 14 clusters Score -7.005985e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 4 contains 83453 members 
Mstep: Class 5 contains 216487 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 131780 members 
Mstep: Class 14 contains 38041 members 
Mstep: Class 15 contains 134616 members 
Mstep: Class 16 contains 25593 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19481 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 21 contains 6080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059904.000000 Penalty: 43306.667969
Iteration 304Q: 14 clusters Score -7.00599e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 4 contains 83476 members 
Mstep: Class 5 contains 216498 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 131557 members 
Mstep: Class 14 contains 38044 members 
Mstep: Class 15 contains 134796 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 4432 members 
Mstep: Class 21 contains 6088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059800.000000 Penalty: 43306.667969
Iteration 305Q: 14 clusters Score -7.00598e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 4 contains 83501 members 
Mstep: Class 5 contains 216521 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 131330 members 
Mstep: Class 14 contains 38047 members 
Mstep: Class 15 contains 134974 members 
Mstep: Class 16 contains 25601 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19473 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 21 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059616.000000 Penalty: 43306.667969
Iteration 306Q: 14 clusters Score -7.005962e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 4 contains 83535 members 
Mstep: Class 5 contains 216510 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 131102 members 
Mstep: Class 14 contains 38047 members 
Mstep: Class 15 contains 135177 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 21 contains 6090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059576.000000 Penalty: 43306.667969
Iteration 307Q: 14 clusters Score -7.005958e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 4 contains 83578 members 
Mstep: Class 5 contains 216497 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 130908 members 
Mstep: Class 14 contains 38048 members 
Mstep: Class 15 contains 135338 members 
Mstep: Class 16 contains 25615 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19467 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 21 contains 6094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059576.000000 Penalty: 43306.667969
Iteration 308Q: 14 clusters Score -7.005958e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 4 contains 83620 members 
Mstep: Class 5 contains 216473 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 130745 members 
Mstep: Class 14 contains 38048 members 
Mstep: Class 15 contains 135484 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 21 contains 6093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059640.000000 Penalty: 43306.667969
Iteration 309Q: 14 clusters Score -7.005964e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 4 contains 83651 members 
Mstep: Class 5 contains 216451 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 130590 members 
Mstep: Class 14 contains 38044 members 
Mstep: Class 15 contains 135643 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19462 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 21 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059736.000000 Penalty: 43306.667969
Iteration 310Q: 14 clusters Score -7.005974e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 4 contains 83669 members 
Mstep: Class 5 contains 216443 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 130461 members 
Mstep: Class 14 contains 38037 members 
Mstep: Class 15 contains 135770 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19463 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 21 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059544.000000 Penalty: 43306.667969
Iteration 311Q: 14 clusters Score -7.005954e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 4 contains 83697 members 
Mstep: Class 5 contains 216442 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 130341 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 135885 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19461 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 21 contains 6088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059648.000000 Penalty: 43306.667969
Iteration 312Q: 14 clusters Score -7.005965e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 4 contains 83728 members 
Mstep: Class 5 contains 216450 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 130219 members 
Mstep: Class 14 contains 38028 members 
Mstep: Class 15 contains 135981 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 21 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 313Q: 14 clusters Score -7.005967e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 4 contains 83763 members 
Mstep: Class 5 contains 216448 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 130088 members 
Mstep: Class 14 contains 38024 members 
Mstep: Class 15 contains 136086 members 
Mstep: Class 16 contains 25599 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 21 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059640.000000 Penalty: 43306.667969
Iteration 314Q: 14 clusters Score -7.005964e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 4 contains 83798 members 
Mstep: Class 5 contains 216440 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 129977 members 
Mstep: Class 14 contains 38020 members 
Mstep: Class 15 contains 136174 members 
Mstep: Class 16 contains 25602 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19457 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 21 contains 6082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059616.000000 Penalty: 43306.667969
Iteration 315Q: 14 clusters Score -7.005962e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 4 contains 83829 members 
Mstep: Class 5 contains 216436 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 129862 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 136263 members 
Mstep: Class 16 contains 25610 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 4441 members 
Mstep: Class 21 contains 6081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059584.000000 Penalty: 43306.667969
Iteration 316Q: 14 clusters Score -7.005958e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 4 contains 83853 members 
Mstep: Class 5 contains 216416 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8308 members 
Mstep: Class 11 contains 129762 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 136364 members 
Mstep: Class 16 contains 25610 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19452 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 21 contains 6082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059600.000000 Penalty: 43306.667969
Iteration 317Q: 14 clusters Score -7.00596e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 4 contains 83868 members 
Mstep: Class 5 contains 216407 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 129666 members 
Mstep: Class 14 contains 38006 members 
Mstep: Class 15 contains 136464 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 19 contains 4438 members 
Mstep: Class 21 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 318Q: 14 clusters Score -7.005958e+07 nChanged 245
Entering ConstructFrom: 
Score: -70059576.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1133506.250000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -1133506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1125304.500000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -1125304 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1127659.750000 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -1127660 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1127907.125000 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -1127907 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1128070.000000 Penalty: 4608.243652
	Iteration 3Q: 3 clusters Score -1128070 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1128208.125000 Penalty: 4608.243652
	Iteration 4Q: 3 clusters Score -1128208 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1128313.875000 Penalty: 4608.243652
	Iteration 5Q: 3 clusters Score -1128314 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1128404.625000 Penalty: 4608.243652
	Iteration 6Q: 3 clusters Score -1128405 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1128468.875000 Penalty: 4608.243652
	Iteration 7Q: 3 clusters Score -1128469 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1128521.500000 Penalty: 4608.243652
	Iteration 8Q: 3 clusters Score -1128522 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1128579.750000 Penalty: 4608.243652
	Iteration 9Q: 3 clusters Score -1128580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1128638.000000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -1128638 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1128717.000000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -1128717 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1128801.750000 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -1128802 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1128926.125000 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -1128926 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1129102.375000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -1129102 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1129354.000000 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -1129354 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1129673.375000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -1129673 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1130043.500000 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -1130044 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1130414.750000 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -1130415 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1130735.250000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -1130735 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1130977.875000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -1130978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1131150.875000 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -1131151 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1131284.125000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -1131284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1131385.125000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -1131385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1131448.875000 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -1131449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1131497.625000 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -1131498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1131537.875000 Penalty: 4608.243652
	Iteration 26Q: 3 clusters Score -1131538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1131550.750000 Penalty: 4608.243652
	Iteration 27Q: 3 clusters Score -1131551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1131563.750000 Penalty: 4608.243652
	Iteration 28Q: 3 clusters Score -1131564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1131574.500000 Penalty: 4608.243652
	Iteration 29Q: 3 clusters Score -1131574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1131578.625000 Penalty: 4608.243652
	Iteration 30Q: 3 clusters Score -1131579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1131586.875000 Penalty: 4608.243652
	Iteration 31Q: 3 clusters Score -1131587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1131592.375000 Penalty: 4608.243652
	Iteration 32Q: 3 clusters Score -1131592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1131593.625000 Penalty: 4608.243652
	Iteration 33Q: 3 clusters Score -1131594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1131598.375000 Penalty: 4608.243652
	Iteration 34Q: 3 clusters Score -1131598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1131599.625000 Penalty: 4608.243652
	Iteration 35Q: 3 clusters Score -1131600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1131604.625000 Penalty: 4608.243652
	Iteration 36Q: 3 clusters Score -1131605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1131606.000000 Penalty: 4608.243652
	Iteration 37Q: 3 clusters Score -1131606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1131609.625000 Penalty: 4608.243652
	Iteration 38Q: 3 clusters Score -1131610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1131613.125000 Penalty: 4608.243652
	Iteration 39Q: 3 clusters Score -1131613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1131616.375000 Penalty: 4608.243652
	Iteration 40F: 3 clusters Score -1131616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (83870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Entering Unmasked Estep 
Score: -8849261.000000 Penalty: 2811.581543
	Iteration 0F: 2 clusters Score -8849261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8792863.000000 Penalty: 5623.163086
	Iteration 0F: 3 clusters Score -8792863 nChanged 39586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8815300.000000 Penalty: 5623.163086
	Iteration 1F: 3 clusters Score -8815300 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8815930.000000 Penalty: 5623.163086
	Iteration 2Q: 3 clusters Score -8815930 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -8816382.000000 Penalty: 5623.163086
	Iteration 3Q: 3 clusters Score -8816382 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8816899.000000 Penalty: 5623.163086
	Iteration 4Q: 3 clusters Score -8816899 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -8817485.000000 Penalty: 5623.163086
	Iteration 5Q: 3 clusters Score -8817485 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -8818051.000000 Penalty: 5623.163086
	Iteration 6Q: 3 clusters Score -8818051 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -8818779.000000 Penalty: 5623.163086
	Iteration 7Q: 3 clusters Score -8818779 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -8819878.000000 Penalty: 5623.163086
	Iteration 8Q: 3 clusters Score -8819878 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -8821591.000000 Penalty: 5623.163086
	Iteration 9Q: 3 clusters Score -8821591 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -8824119.000000 Penalty: 5623.163086
	Iteration 10F: 3 clusters Score -8824119 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -8828188.000000 Penalty: 5623.163086
	Iteration 11F: 3 clusters Score -8828188 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -8833360.000000 Penalty: 5623.163086
	Iteration 12F: 3 clusters Score -8833360 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -8838533.000000 Penalty: 5623.163086
	Iteration 13F: 3 clusters Score -8838533 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8842690.000000 Penalty: 5623.163086
	Iteration 14F: 3 clusters Score -8842690 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81784 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8844966.000000 Penalty: 5623.163086
	Iteration 15Q: 3 clusters Score -8844966 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8845963.000000 Penalty: 5623.163086
	Iteration 16Q: 3 clusters Score -8845963 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8846361.000000 Penalty: 5623.163086
	Iteration 17Q: 3 clusters Score -8846361 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8846514.000000 Penalty: 5623.163086
	Iteration 18Q: 3 clusters Score -8846514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8846579.000000 Penalty: 5623.163086
	Iteration 19Q: 3 clusters Score -8846579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8846634.000000 Penalty: 5623.163086
	Iteration 20F: 3 clusters Score -8846634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8846663.000000 Penalty: 5623.163086
	Iteration 21Q: 3 clusters Score -8846663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8846693.000000 Penalty: 5623.163086
	Iteration 22Q: 3 clusters Score -8846693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8846704.000000 Penalty: 5623.163086
	Iteration 23Q: 3 clusters Score -8846704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8846719.000000 Penalty: 5623.163086
	Iteration 24Q: 3 clusters Score -8846719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83597 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8846730.000000 Penalty: 5623.163086
	Iteration 25Q: 3 clusters Score -8846730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8846747.000000 Penalty: 5623.163086
	Iteration 26Q: 3 clusters Score -8846747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8846746.000000 Penalty: 5623.163086
	Iteration 27Q: 3 clusters Score -8846746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8846755.000000 Penalty: 5623.163086
	Iteration 28Q: 3 clusters Score -8846755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8846766.000000 Penalty: 5623.163086
	Iteration 29Q: 3 clusters Score -8846766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8846771.000000 Penalty: 5623.163086
	Iteration 30Q: 3 clusters Score -8846771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8846765.000000 Penalty: 5623.163086
	Iteration 31Q: 3 clusters Score -8846765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8846776.000000 Penalty: 5623.163086
	Iteration 32Q: 3 clusters Score -8846776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8846775.000000 Penalty: 5623.163086
	Iteration 33Q: 3 clusters Score -8846775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8846775.000000 Penalty: 5623.163086
	Iteration 34Q: 3 clusters Score -8846775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83608 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8846775.000000 Penalty: 5623.163086
	Iteration 35F: 3 clusters Score -8846775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216397 members 
Entering Unmasked Estep 
Score: -22616568.000000 Penalty: 3046.647705
	Iteration 0F: 2 clusters Score -2.261657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -22480036.000000 Penalty: 6093.295410
	Iteration 0F: 3 clusters Score -2.248004e+07 nChanged 104090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107223 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -22540848.000000 Penalty: 6093.295410
	Iteration 1F: 3 clusters Score -2.254085e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 109665 members 
Entering Unmasked Estep 
Score: -22541918.000000 Penalty: 6093.295410
	Iteration 2Q: 3 clusters Score -2.254192e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106059 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -22543678.000000 Penalty: 6093.295410
	Iteration 3Q: 3 clusters Score -2.254368e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 111276 members 
Entering Unmasked Estep 
Score: -22546246.000000 Penalty: 6093.295410
	Iteration 4Q: 3 clusters Score -2.254625e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104161 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -22549972.000000 Penalty: 6093.295410
	Iteration 5Q: 3 clusters Score -2.254997e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 112903 members 
Entering Unmasked Estep 
Score: -22555182.000000 Penalty: 6093.295410
	Iteration 6Q: 3 clusters Score -2.255518e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -22562122.000000 Penalty: 6093.295410
	Iteration 7F: 3 clusters Score -2.256212e+07 nChanged 13225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104460 members 
Mstep: Class 2 contains 111937 members 
Entering Unmasked Estep 
Score: -22570562.000000 Penalty: 6093.295410
	Iteration 8F: 3 clusters Score -2.257056e+07 nChanged 13571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 109882 members 
Entering Unmasked Estep 
Score: -22579730.000000 Penalty: 6093.295410
	Iteration 9F: 3 clusters Score -2.257973e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109377 members 
Mstep: Class 2 contains 107020 members 
Entering Unmasked Estep 
Score: -22587016.000000 Penalty: 6093.295410
	Iteration 10F: 3 clusters Score -2.258702e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112492 members 
Mstep: Class 2 contains 103905 members 
Entering Unmasked Estep 
Score: -22590788.000000 Penalty: 6093.295410
	Iteration 11Q: 3 clusters Score -2.259079e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -22592556.000000 Penalty: 6093.295410
	Iteration 12Q: 3 clusters Score -2.259256e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -22593708.000000 Penalty: 6093.295410
	Iteration 13Q: 3 clusters Score -2.259371e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -22594896.000000 Penalty: 6093.295410
	Iteration 14Q: 3 clusters Score -2.25949e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126739 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -22596458.000000 Penalty: 6093.295410
	Iteration 15Q: 3 clusters Score -2.259646e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131214 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -22598042.000000 Penalty: 6093.295410
	Iteration 16Q: 3 clusters Score -2.259804e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136006 members 
Mstep: Class 2 contains 80391 members 
Entering Unmasked Estep 
Score: -22599358.000000 Penalty: 6093.295410
	Iteration 17Q: 3 clusters Score -2.259936e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140970 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -22600934.000000 Penalty: 6093.295410
	Iteration 18Q: 3 clusters Score -2.260093e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -22602726.000000 Penalty: 6093.295410
	Iteration 19Q: 3 clusters Score -2.260273e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150837 members 
Mstep: Class 2 contains 65560 members 
Entering Unmasked Estep 
Score: -22604432.000000 Penalty: 6093.295410
	Iteration 20F: 3 clusters Score -2.260443e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -22606048.000000 Penalty: 6093.295410
	Iteration 21Q: 3 clusters Score -2.260605e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160061 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -22607620.000000 Penalty: 6093.295410
	Iteration 22Q: 3 clusters Score -2.260762e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164373 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -22609058.000000 Penalty: 6093.295410
	Iteration 23Q: 3 clusters Score -2.260906e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168322 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -22610200.000000 Penalty: 6093.295410
	Iteration 24Q: 3 clusters Score -2.26102e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171922 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -22611308.000000 Penalty: 6093.295410
	Iteration 25Q: 3 clusters Score -2.261131e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175236 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -22612138.000000 Penalty: 6093.295410
	Iteration 26Q: 3 clusters Score -2.261214e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -22612718.000000 Penalty: 6093.295410
	Iteration 27Q: 3 clusters Score -2.261272e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181153 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -22613678.000000 Penalty: 6093.295410
	Iteration 28Q: 3 clusters Score -2.261368e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183723 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -22614462.000000 Penalty: 6093.295410
	Iteration 29Q: 3 clusters Score -2.261446e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186060 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -22615052.000000 Penalty: 6093.295410
	Iteration 30Q: 3 clusters Score -2.261505e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188131 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -22615406.000000 Penalty: 6093.295410
	Iteration 31Q: 3 clusters Score -2.261541e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190054 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -22615896.000000 Penalty: 6093.295410
	Iteration 32Q: 3 clusters Score -2.26159e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191858 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -22616288.000000 Penalty: 6093.295410
	Iteration 33Q: 3 clusters Score -2.261629e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193534 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -22616646.000000 Penalty: 6093.295410
	Iteration 34Q: 3 clusters Score -2.261665e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195056 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -22617004.000000 Penalty: 6093.295410
	Iteration 35Q: 3 clusters Score -2.2617e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -22617280.000000 Penalty: 6093.295410
	Iteration 36Q: 3 clusters Score -2.261728e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197563 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -22617496.000000 Penalty: 6093.295410
	Iteration 37Q: 3 clusters Score -2.26175e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198639 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -22617616.000000 Penalty: 6093.295410
	Iteration 38Q: 3 clusters Score -2.261762e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199635 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -22617644.000000 Penalty: 6093.295410
	Iteration 39Q: 3 clusters Score -2.261764e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200565 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -22617530.000000 Penalty: 6093.295410
	Iteration 40F: 3 clusters Score -2.261753e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201399 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -22617552.000000 Penalty: 6093.295410
	Iteration 41Q: 3 clusters Score -2.261755e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202166 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -22617426.000000 Penalty: 6093.295410
	Iteration 42Q: 3 clusters Score -2.261743e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202922 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -22617354.000000 Penalty: 6093.295410
	Iteration 43Q: 3 clusters Score -2.261735e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203656 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -22617224.000000 Penalty: 6093.295410
	Iteration 44Q: 3 clusters Score -2.261722e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204324 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -22617034.000000 Penalty: 6093.295410
	Iteration 45Q: 3 clusters Score -2.261703e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204904 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -22616928.000000 Penalty: 6093.295410
	Iteration 46Q: 3 clusters Score -2.261693e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205480 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -22616910.000000 Penalty: 6093.295410
	Iteration 47Q: 3 clusters Score -2.261691e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206006 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -22616844.000000 Penalty: 6093.295410
	Iteration 48Q: 3 clusters Score -2.261684e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206530 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -22616648.000000 Penalty: 6093.295410
	Iteration 49Q: 3 clusters Score -2.261665e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207014 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -22616544.000000 Penalty: 6093.295410
	Iteration 50Q: 3 clusters Score -2.261654e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207490 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -22616464.000000 Penalty: 6093.295410
	Iteration 51Q: 3 clusters Score -2.261646e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207942 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -22616304.000000 Penalty: 6093.295410
	Iteration 52Q: 3 clusters Score -2.26163e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208334 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -22616192.000000 Penalty: 6093.295410
	Iteration 53Q: 3 clusters Score -2.261619e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208719 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -22616108.000000 Penalty: 6093.295410
	Iteration 54Q: 3 clusters Score -2.261611e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209092 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -22616010.000000 Penalty: 6093.295410
	Iteration 55Q: 3 clusters Score -2.261601e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209407 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -22615950.000000 Penalty: 6093.295410
	Iteration 56Q: 3 clusters Score -2.261595e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209722 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -22615866.000000 Penalty: 6093.295410
	Iteration 57Q: 3 clusters Score -2.261587e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210040 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -22615770.000000 Penalty: 6093.295410
	Iteration 58Q: 3 clusters Score -2.261577e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210344 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -22615670.000000 Penalty: 6093.295410
	Iteration 59Q: 3 clusters Score -2.261567e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210622 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -22615594.000000 Penalty: 6093.295410
	Iteration 60F: 3 clusters Score -2.261559e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210897 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -22615540.000000 Penalty: 6093.295410
	Iteration 61Q: 3 clusters Score -2.261554e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211155 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -22615396.000000 Penalty: 6093.295410
	Iteration 62Q: 3 clusters Score -2.26154e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211403 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -22615394.000000 Penalty: 6093.295410
	Iteration 63Q: 3 clusters Score -2.261539e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211634 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -22615302.000000 Penalty: 6093.295410
	Iteration 64Q: 3 clusters Score -2.26153e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211843 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -22615220.000000 Penalty: 6093.295410
	Iteration 65Q: 3 clusters Score -2.261522e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212066 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -22615160.000000 Penalty: 6093.295410
	Iteration 66Q: 3 clusters Score -2.261516e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212276 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -22615090.000000 Penalty: 6093.295410
	Iteration 67Q: 3 clusters Score -2.261509e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212477 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -22615000.000000 Penalty: 6093.295410
	Iteration 68Q: 3 clusters Score -2.2615e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212684 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -22615082.000000 Penalty: 6093.295410
	Iteration 69Q: 3 clusters Score -2.261508e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212894 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -22615056.000000 Penalty: 6093.295410
	Iteration 70Q: 3 clusters Score -2.261506e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213103 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -22615010.000000 Penalty: 6093.295410
	Iteration 71Q: 3 clusters Score -2.261501e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213298 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -22614970.000000 Penalty: 6093.295410
	Iteration 72Q: 3 clusters Score -2.261497e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213465 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -22614978.000000 Penalty: 6093.295410
	Iteration 73Q: 3 clusters Score -2.261498e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213626 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -22614958.000000 Penalty: 6093.295410
	Iteration 74Q: 3 clusters Score -2.261496e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213746 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -22614946.000000 Penalty: 6093.295410
	Iteration 75Q: 3 clusters Score -2.261495e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213836 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -22614888.000000 Penalty: 6093.295410
	Iteration 76Q: 3 clusters Score -2.261489e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213916 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -22614852.000000 Penalty: 6093.295410
	Iteration 77Q: 3 clusters Score -2.261485e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214005 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -22614816.000000 Penalty: 6093.295410
	Iteration 78Q: 3 clusters Score -2.261482e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214080 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -22614804.000000 Penalty: 6093.295410
	Iteration 79Q: 3 clusters Score -2.26148e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214146 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -22614784.000000 Penalty: 6093.295410
	Iteration 80F: 3 clusters Score -2.261478e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214216 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -22614752.000000 Penalty: 6093.295410
	Iteration 81Q: 3 clusters Score -2.261475e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214285 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22614722.000000 Penalty: 6093.295410
	Iteration 82Q: 3 clusters Score -2.261472e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214349 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -22614722.000000 Penalty: 6093.295410
	Iteration 83Q: 3 clusters Score -2.261472e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214411 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22614720.000000 Penalty: 6093.295410
	Iteration 84Q: 3 clusters Score -2.261472e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214471 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22614696.000000 Penalty: 6093.295410
	Iteration 85Q: 3 clusters Score -2.26147e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214531 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -22614732.000000 Penalty: 6093.295410
	Iteration 86Q: 3 clusters Score -2.261473e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214586 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -22614694.000000 Penalty: 6093.295410
	Iteration 87Q: 3 clusters Score -2.261469e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214631 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22614696.000000 Penalty: 6093.295410
	Iteration 88Q: 3 clusters Score -2.26147e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214678 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22614680.000000 Penalty: 6093.295410
	Iteration 89Q: 3 clusters Score -2.261468e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214723 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -22614714.000000 Penalty: 6093.295410
	Iteration 90Q: 3 clusters Score -2.261471e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214784 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -22614672.000000 Penalty: 6093.295410
	Iteration 91Q: 3 clusters Score -2.261467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214834 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -22614636.000000 Penalty: 6093.295410
	Iteration 92Q: 3 clusters Score -2.261464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214887 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22614626.000000 Penalty: 6093.295410
	Iteration 93Q: 3 clusters Score -2.261463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214929 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22614620.000000 Penalty: 6093.295410
	Iteration 94Q: 3 clusters Score -2.261462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214958 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -22614628.000000 Penalty: 6093.295410
	Iteration 95Q: 3 clusters Score -2.261463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214981 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22614622.000000 Penalty: 6093.295410
	Iteration 96Q: 3 clusters Score -2.261462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215002 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22614616.000000 Penalty: 6093.295410
	Iteration 97Q: 3 clusters Score -2.261462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215022 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -22614618.000000 Penalty: 6093.295410
	Iteration 98Q: 3 clusters Score -2.261462e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215041 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22614612.000000 Penalty: 6093.295410
	Iteration 99Q: 3 clusters Score -2.261461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215056 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -22614614.000000 Penalty: 6093.295410
	Iteration 100F: 3 clusters Score -2.261461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215071 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -22614610.000000 Penalty: 6093.295410
	Iteration 101Q: 3 clusters Score -2.261461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215081 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -22614574.000000 Penalty: 6093.295410
	Iteration 102Q: 3 clusters Score -2.261457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215099 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -22614598.000000 Penalty: 6093.295410
	Iteration 103Q: 3 clusters Score -2.26146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215108 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22614592.000000 Penalty: 6093.295410
	Iteration 104Q: 3 clusters Score -2.261459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215124 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -22614592.000000 Penalty: 6093.295410
	Iteration 105Q: 3 clusters Score -2.261459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215144 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22614588.000000 Penalty: 6093.295410
	Iteration 106Q: 3 clusters Score -2.261459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -22614586.000000 Penalty: 6093.295410
	Iteration 107Q: 3 clusters Score -2.261459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215175 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22614584.000000 Penalty: 6093.295410
	Iteration 108Q: 3 clusters Score -2.261458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215189 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22614578.000000 Penalty: 6093.295410
	Iteration 109Q: 3 clusters Score -2.261458e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215199 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -22614594.000000 Penalty: 6093.295410
	Iteration 110Q: 3 clusters Score -2.261459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22614598.000000 Penalty: 6093.295410
	Iteration 111Q: 3 clusters Score -2.26146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215209 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -22614588.000000 Penalty: 6093.295410
	Iteration 112Q: 3 clusters Score -2.261459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215213 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -22614578.000000 Penalty: 6093.295410
	Iteration 113Q: 3 clusters Score -2.261458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215219 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22614568.000000 Penalty: 6093.295410
	Iteration 114Q: 3 clusters Score -2.261457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215222 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22614576.000000 Penalty: 6093.295410
	Iteration 115Q: 3 clusters Score -2.261458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215223 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22614582.000000 Penalty: 6093.295410
	Iteration 116Q: 3 clusters Score -2.261458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215223 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22614582.000000 Penalty: 6093.295410
	Iteration 117F: 3 clusters Score -2.261458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -170665.234375 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -170665.2 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 954 members 
Entering Unmasked Estep 
Score: -168257.578125 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -168257.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -169337.984375 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -169338 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -169890.640625 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -169890.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170408.859375 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -170408.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -170879.312500 Penalty: 3743.299316
	Iteration 4F: 3 clusters Score -170879.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -171135.781250 Penalty: 3743.299316
	Iteration 5F: 3 clusters Score -171135.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171334.171875 Penalty: 3743.299316
	Iteration 6Q: 3 clusters Score -171334.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -171450.640625 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -171450.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -171510.750000 Penalty: 3743.299316
	Iteration 8Q: 3 clusters Score -171510.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -171580.375000 Penalty: 3743.299316
	Iteration 9Q: 3 clusters Score -171580.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -171656.015625 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -171656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -171720.140625 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -171720.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -171800.984375 Penalty: 3743.299316
	Iteration 12Q: 3 clusters Score -171801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -171967.312500 Penalty: 3743.299316
	Iteration 13Q: 3 clusters Score -171967.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -172077.000000 Penalty: 3743.299316
	Iteration 14Q: 3 clusters Score -172077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -172091.718750 Penalty: 3743.299316
	Iteration 15Q: 3 clusters Score -172091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -172091.718750 Penalty: 3743.299316
	Iteration 16F: 3 clusters Score -172091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 4 contains 83870 members 
Mstep: Class 5 contains 216397 members 
Mstep: Class 9 contains 1363 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 129570 members 
Mstep: Class 14 contains 38003 members 
Mstep: Class 15 contains 136573 members 
Mstep: Class 16 contains 25603 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 21 contains 6087 members 
Entering Unmasked Estep 
Score: -70059552.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70059576.000000 to -70059552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -831774.812500 Penalty: 2238.163818
	Iteration 0F: 2 clusters Score -831774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -825222.375000 Penalty: 4476.327637
	Iteration 0F: 3 clusters Score -825222.4 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -827738.000000 Penalty: 4476.327637
	Iteration 1F: 3 clusters Score -827738 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -828777.750000 Penalty: 4476.327637
	Iteration 2F: 3 clusters Score -828777.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -829673.875000 Penalty: 4476.327637
	Iteration 3F: 3 clusters Score -829673.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -830271.625000 Penalty: 4476.327637
	Iteration 4F: 3 clusters Score -830271.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -830598.937500 Penalty: 4476.327637
	Iteration 5F: 3 clusters Score -830598.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -830759.500000 Penalty: 4476.327637
	Iteration 6Q: 3 clusters Score -830759.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -830839.937500 Penalty: 4476.327637
	Iteration 7Q: 3 clusters Score -830839.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -830899.875000 Penalty: 4476.327637
	Iteration 8Q: 3 clusters Score -830899.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -830935.562500 Penalty: 4476.327637
	Iteration 9Q: 3 clusters Score -830935.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -830957.500000 Penalty: 4476.327637
	Iteration 10Q: 3 clusters Score -830957.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -830964.875000 Penalty: 4476.327637
	Iteration 11Q: 3 clusters Score -830964.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -830973.625000 Penalty: 4476.327637
	Iteration 12Q: 3 clusters Score -830973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -830977.750000 Penalty: 4476.327637
	Iteration 13Q: 3 clusters Score -830977.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -830981.187500 Penalty: 4476.327637
	Iteration 14Q: 3 clusters Score -830981.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -830985.500000 Penalty: 4476.327637
	Iteration 15Q: 3 clusters Score -830985.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -830990.500000 Penalty: 4476.327637
	Iteration 16Q: 3 clusters Score -830990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -830993.875000 Penalty: 4476.327637
	Iteration 17Q: 3 clusters Score -830993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -830993.875000 Penalty: 4476.327637
	Iteration 18Q: 3 clusters Score -830993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -830995.875000 Penalty: 4476.327637
	Iteration 19Q: 3 clusters Score -830995.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -830997.125000 Penalty: 4476.327637
	Iteration 20F: 3 clusters Score -830997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -830997.625000 Penalty: 4476.327637
	Iteration 21Q: 3 clusters Score -830997.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -830999.062500 Penalty: 4476.327637
	Iteration 22Q: 3 clusters Score -830999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -830998.312500 Penalty: 4476.327637
	Iteration 23Q: 3 clusters Score -830998.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -830998.312500 Penalty: 4476.327637
	Iteration 24F: 3 clusters Score -830998.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (129570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129570 members 
Entering Unmasked Estep 
Score: -13558559.000000 Penalty: 2919.450195
	Iteration 0F: 2 clusters Score -1.355856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -13472338.000000 Penalty: 5838.900391
	Iteration 0F: 3 clusters Score -1.347234e+07 nChanged 61540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -13508403.000000 Penalty: 5838.900391
	Iteration 1F: 3 clusters Score -1.35084e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -13509667.000000 Penalty: 5838.900391
	Iteration 2Q: 3 clusters Score -1.350967e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -13511490.000000 Penalty: 5838.900391
	Iteration 3Q: 3 clusters Score -1.351149e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -13514015.000000 Penalty: 5838.900391
	Iteration 4Q: 3 clusters Score -1.351402e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -13517798.000000 Penalty: 5838.900391
	Iteration 5F: 3 clusters Score -1.35178e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76602 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -13523271.000000 Penalty: 5838.900391
	Iteration 6F: 3 clusters Score -1.352327e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80521 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -13529553.000000 Penalty: 5838.900391
	Iteration 7F: 3 clusters Score -1.352955e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84094 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -13535721.000000 Penalty: 5838.900391
	Iteration 8F: 3 clusters Score -1.353572e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -13539340.000000 Penalty: 5838.900391
	Iteration 9F: 3 clusters Score -1.353934e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -13541098.000000 Penalty: 5838.900391
	Iteration 10Q: 3 clusters Score -1.35411e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90442 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -13541902.000000 Penalty: 5838.900391
	Iteration 11Q: 3 clusters Score -1.35419e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -13542528.000000 Penalty: 5838.900391
	Iteration 12Q: 3 clusters Score -1.354253e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -13543154.000000 Penalty: 5838.900391
	Iteration 13Q: 3 clusters Score -1.354315e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -13543923.000000 Penalty: 5838.900391
	Iteration 14Q: 3 clusters Score -1.354392e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -13544666.000000 Penalty: 5838.900391
	Iteration 15Q: 3 clusters Score -1.354467e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100108 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -13545512.000000 Penalty: 5838.900391
	Iteration 16Q: 3 clusters Score -1.354551e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -13546465.000000 Penalty: 5838.900391
	Iteration 17Q: 3 clusters Score -1.354646e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -13547593.000000 Penalty: 5838.900391
	Iteration 18Q: 3 clusters Score -1.354759e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -13548892.000000 Penalty: 5838.900391
	Iteration 19Q: 3 clusters Score -1.354889e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107936 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -13550076.000000 Penalty: 5838.900391
	Iteration 20F: 3 clusters Score -1.355008e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -13551243.000000 Penalty: 5838.900391
	Iteration 21Q: 3 clusters Score -1.355124e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -13552200.000000 Penalty: 5838.900391
	Iteration 22Q: 3 clusters Score -1.35522e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111867 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -13553009.000000 Penalty: 5838.900391
	Iteration 23Q: 3 clusters Score -1.355301e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112696 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -13553593.000000 Penalty: 5838.900391
	Iteration 24Q: 3 clusters Score -1.355359e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113318 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -13553988.000000 Penalty: 5838.900391
	Iteration 25Q: 3 clusters Score -1.355399e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -13554262.000000 Penalty: 5838.900391
	Iteration 26Q: 3 clusters Score -1.355426e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114283 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -13554518.000000 Penalty: 5838.900391
	Iteration 27Q: 3 clusters Score -1.355452e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -13554710.000000 Penalty: 5838.900391
	Iteration 28Q: 3 clusters Score -1.355471e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114982 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -13554805.000000 Penalty: 5838.900391
	Iteration 29Q: 3 clusters Score -1.35548e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -13554904.000000 Penalty: 5838.900391
	Iteration 30Q: 3 clusters Score -1.35549e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115588 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -13554948.000000 Penalty: 5838.900391
	Iteration 31Q: 3 clusters Score -1.355495e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115869 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -13555050.000000 Penalty: 5838.900391
	Iteration 32Q: 3 clusters Score -1.355505e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116124 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -13555064.000000 Penalty: 5838.900391
	Iteration 33Q: 3 clusters Score -1.355506e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116371 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -13555064.000000 Penalty: 5838.900391
	Iteration 34Q: 3 clusters Score -1.355506e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116623 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -13555108.000000 Penalty: 5838.900391
	Iteration 35Q: 3 clusters Score -1.355511e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -13555156.000000 Penalty: 5838.900391
	Iteration 36Q: 3 clusters Score -1.355516e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -13555180.000000 Penalty: 5838.900391
	Iteration 37Q: 3 clusters Score -1.355518e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -13555267.000000 Penalty: 5838.900391
	Iteration 38Q: 3 clusters Score -1.355527e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117695 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -13555286.000000 Penalty: 5838.900391
	Iteration 39Q: 3 clusters Score -1.355529e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117991 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -13555310.000000 Penalty: 5838.900391
	Iteration 40F: 3 clusters Score -1.355531e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118272 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -13555340.000000 Penalty: 5838.900391
	Iteration 41Q: 3 clusters Score -1.355534e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118529 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -13555377.000000 Penalty: 5838.900391
	Iteration 42Q: 3 clusters Score -1.355538e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -13555408.000000 Penalty: 5838.900391
	Iteration 43Q: 3 clusters Score -1.355541e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119152 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -13555407.000000 Penalty: 5838.900391
	Iteration 44Q: 3 clusters Score -1.355541e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -13555489.000000 Penalty: 5838.900391
	Iteration 45Q: 3 clusters Score -1.355549e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119740 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -13555505.000000 Penalty: 5838.900391
	Iteration 46Q: 3 clusters Score -1.35555e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120066 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -13555556.000000 Penalty: 5838.900391
	Iteration 47Q: 3 clusters Score -1.355556e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120397 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -13555603.000000 Penalty: 5838.900391
	Iteration 48Q: 3 clusters Score -1.35556e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120755 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -13555639.000000 Penalty: 5838.900391
	Iteration 49Q: 3 clusters Score -1.355564e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121095 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -13555715.000000 Penalty: 5838.900391
	Iteration 50Q: 3 clusters Score -1.355572e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121412 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -13555770.000000 Penalty: 5838.900391
	Iteration 51Q: 3 clusters Score -1.355577e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -13555806.000000 Penalty: 5838.900391
	Iteration 52Q: 3 clusters Score -1.355581e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122082 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -13555882.000000 Penalty: 5838.900391
	Iteration 53Q: 3 clusters Score -1.355588e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122448 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -13555938.000000 Penalty: 5838.900391
	Iteration 54Q: 3 clusters Score -1.355594e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -13556027.000000 Penalty: 5838.900391
	Iteration 55Q: 3 clusters Score -1.355603e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123159 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -13556073.000000 Penalty: 5838.900391
	Iteration 56Q: 3 clusters Score -1.355607e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123479 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -13556143.000000 Penalty: 5838.900391
	Iteration 57Q: 3 clusters Score -1.355614e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123784 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -13556195.000000 Penalty: 5838.900391
	Iteration 58Q: 3 clusters Score -1.35562e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124084 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -13556219.000000 Penalty: 5838.900391
	Iteration 59Q: 3 clusters Score -1.355622e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124380 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -13556303.000000 Penalty: 5838.900391
	Iteration 60F: 3 clusters Score -1.35563e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124661 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -13556359.000000 Penalty: 5838.900391
	Iteration 61Q: 3 clusters Score -1.355636e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124913 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -13556376.000000 Penalty: 5838.900391
	Iteration 62Q: 3 clusters Score -1.355638e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -13556423.000000 Penalty: 5838.900391
	Iteration 63Q: 3 clusters Score -1.355642e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125344 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -13556469.000000 Penalty: 5838.900391
	Iteration 64Q: 3 clusters Score -1.355647e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -13556501.000000 Penalty: 5838.900391
	Iteration 65Q: 3 clusters Score -1.35565e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125742 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -13556576.000000 Penalty: 5838.900391
	Iteration 66Q: 3 clusters Score -1.355658e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125912 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -13556601.000000 Penalty: 5838.900391
	Iteration 67Q: 3 clusters Score -1.35566e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126053 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13556623.000000 Penalty: 5838.900391
	Iteration 68Q: 3 clusters Score -1.355662e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126173 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -13556649.000000 Penalty: 5838.900391
	Iteration 69Q: 3 clusters Score -1.355665e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126299 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -13556697.000000 Penalty: 5838.900391
	Iteration 70Q: 3 clusters Score -1.35567e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -13556715.000000 Penalty: 5838.900391
	Iteration 71Q: 3 clusters Score -1.355672e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126490 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -13556750.000000 Penalty: 5838.900391
	Iteration 72Q: 3 clusters Score -1.355675e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126573 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -13556758.000000 Penalty: 5838.900391
	Iteration 73Q: 3 clusters Score -1.355676e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -13556781.000000 Penalty: 5838.900391
	Iteration 74Q: 3 clusters Score -1.355678e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126728 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -13556809.000000 Penalty: 5838.900391
	Iteration 75Q: 3 clusters Score -1.355681e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126785 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -13556787.000000 Penalty: 5838.900391
	Iteration 76Q: 3 clusters Score -1.355679e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126833 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -13556793.000000 Penalty: 5838.900391
	Iteration 77Q: 3 clusters Score -1.355679e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -13556799.000000 Penalty: 5838.900391
	Iteration 78Q: 3 clusters Score -1.35568e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126920 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -13556801.000000 Penalty: 5838.900391
	Iteration 79Q: 3 clusters Score -1.35568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126952 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -13556818.000000 Penalty: 5838.900391
	Iteration 80F: 3 clusters Score -1.355682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126979 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -13556820.000000 Penalty: 5838.900391
	Iteration 81Q: 3 clusters Score -1.355682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -13556819.000000 Penalty: 5838.900391
	Iteration 82Q: 3 clusters Score -1.355682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -13556835.000000 Penalty: 5838.900391
	Iteration 83Q: 3 clusters Score -1.355684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127044 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -13556832.000000 Penalty: 5838.900391
	Iteration 84Q: 3 clusters Score -1.355683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127079 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -13556841.000000 Penalty: 5838.900391
	Iteration 85Q: 3 clusters Score -1.355684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127109 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13556849.000000 Penalty: 5838.900391
	Iteration 86Q: 3 clusters Score -1.355685e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127138 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -13556862.000000 Penalty: 5838.900391
	Iteration 87Q: 3 clusters Score -1.355686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -13556853.000000 Penalty: 5838.900391
	Iteration 88Q: 3 clusters Score -1.355685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -13556854.000000 Penalty: 5838.900391
	Iteration 89Q: 3 clusters Score -1.355685e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127211 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -13556861.000000 Penalty: 5838.900391
	Iteration 90Q: 3 clusters Score -1.355686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127239 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -13556863.000000 Penalty: 5838.900391
	Iteration 91Q: 3 clusters Score -1.355686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -13556857.000000 Penalty: 5838.900391
	Iteration 92Q: 3 clusters Score -1.355686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127274 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -13556864.000000 Penalty: 5838.900391
	Iteration 93Q: 3 clusters Score -1.355686e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127288 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -13556851.000000 Penalty: 5838.900391
	Iteration 94Q: 3 clusters Score -1.355685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -13556860.000000 Penalty: 5838.900391
	Iteration 95Q: 3 clusters Score -1.355686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127322 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -13556845.000000 Penalty: 5838.900391
	Iteration 96Q: 3 clusters Score -1.355684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127338 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -13556867.000000 Penalty: 5838.900391
	Iteration 97Q: 3 clusters Score -1.355687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127354 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -13556870.000000 Penalty: 5838.900391
	Iteration 98Q: 3 clusters Score -1.355687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127370 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -13556874.000000 Penalty: 5838.900391
	Iteration 99Q: 3 clusters Score -1.355687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127382 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -13556882.000000 Penalty: 5838.900391
	Iteration 100F: 3 clusters Score -1.355688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127392 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -13556865.000000 Penalty: 5838.900391
	Iteration 101Q: 3 clusters Score -1.355686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127407 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -13556879.000000 Penalty: 5838.900391
	Iteration 102Q: 3 clusters Score -1.355688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127426 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -13556884.000000 Penalty: 5838.900391
	Iteration 103Q: 3 clusters Score -1.355688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127445 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -13556888.000000 Penalty: 5838.900391
	Iteration 104Q: 3 clusters Score -1.355689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127459 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13556880.000000 Penalty: 5838.900391
	Iteration 105Q: 3 clusters Score -1.355688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127474 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -13556875.000000 Penalty: 5838.900391
	Iteration 106Q: 3 clusters Score -1.355688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127487 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -13556880.000000 Penalty: 5838.900391
	Iteration 107Q: 3 clusters Score -1.355688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -13556877.000000 Penalty: 5838.900391
	Iteration 108Q: 3 clusters Score -1.355688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127515 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -13556885.000000 Penalty: 5838.900391
	Iteration 109Q: 3 clusters Score -1.355688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127525 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -13556879.000000 Penalty: 5838.900391
	Iteration 110Q: 3 clusters Score -1.355688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127537 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -13556881.000000 Penalty: 5838.900391
	Iteration 111Q: 3 clusters Score -1.355688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127549 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -13556882.000000 Penalty: 5838.900391
	Iteration 112Q: 3 clusters Score -1.355688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127555 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -13556878.000000 Penalty: 5838.900391
	Iteration 113Q: 3 clusters Score -1.355688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127566 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13556895.000000 Penalty: 5838.900391
	Iteration 114Q: 3 clusters Score -1.35569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127576 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13556902.000000 Penalty: 5838.900391
	Iteration 115Q: 3 clusters Score -1.35569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127584 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -13556893.000000 Penalty: 5838.900391
	Iteration 116Q: 3 clusters Score -1.355689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -13556896.000000 Penalty: 5838.900391
	Iteration 117Q: 3 clusters Score -1.35569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13556899.000000 Penalty: 5838.900391
	Iteration 118Q: 3 clusters Score -1.35569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -13556899.000000 Penalty: 5838.900391
	Iteration 119Q: 3 clusters Score -1.35569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127600 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -13556899.000000 Penalty: 5838.900391
	Iteration 120F: 3 clusters Score -1.35569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13556914.000000 Penalty: 5838.900391
	Iteration 121Q: 3 clusters Score -1.355691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127608 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -13556903.000000 Penalty: 5838.900391
	Iteration 122Q: 3 clusters Score -1.35569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127612 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -13556910.000000 Penalty: 5838.900391
	Iteration 123Q: 3 clusters Score -1.355691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -13556908.000000 Penalty: 5838.900391
	Iteration 124Q: 3 clusters Score -1.355691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127615 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -13556908.000000 Penalty: 5838.900391
	Iteration 125Q: 3 clusters Score -1.355691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127618 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -13556908.000000 Penalty: 5838.900391
	Iteration 126Q: 3 clusters Score -1.355691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127620 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -13556903.000000 Penalty: 5838.900391
	Iteration 127Q: 3 clusters Score -1.35569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -13556910.000000 Penalty: 5838.900391
	Iteration 128Q: 3 clusters Score -1.355691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -13556918.000000 Penalty: 5838.900391
	Iteration 129Q: 3 clusters Score -1.355692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -13556918.000000 Penalty: 5838.900391
	Iteration 130F: 3 clusters Score -1.355692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Entering Unmasked Estep 
Score: -3898108.000000 Penalty: 2615.264404
	Iteration 0F: 2 clusters Score -3898108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3872227.250000 Penalty: 5230.528809
	Iteration 0F: 3 clusters Score -3872227 nChanged 17387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3881696.750000 Penalty: 5230.528809
	Iteration 1F: 3 clusters Score -3881697 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3882128.000000 Penalty: 5230.528809
	Iteration 2Q: 3 clusters Score -3882128 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3882506.250000 Penalty: 5230.528809
	Iteration 3Q: 3 clusters Score -3882506 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3882895.500000 Penalty: 5230.528809
	Iteration 4Q: 3 clusters Score -3882896 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3883333.750000 Penalty: 5230.528809
	Iteration 5Q: 3 clusters Score -3883334 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -3883841.750000 Penalty: 5230.528809
	Iteration 6Q: 3 clusters Score -3883842 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -3884557.750000 Penalty: 5230.528809
	Iteration 7Q: 3 clusters Score -3884558 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -3885503.000000 Penalty: 5230.528809
	Iteration 8Q: 3 clusters Score -3885503 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3886795.000000 Penalty: 5230.528809
	Iteration 9Q: 3 clusters Score -3886795 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3888230.500000 Penalty: 5230.528809
	Iteration 10F: 3 clusters Score -3888230 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3889494.500000 Penalty: 5230.528809
	Iteration 11Q: 3 clusters Score -3889494 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3890452.250000 Penalty: 5230.528809
	Iteration 12Q: 3 clusters Score -3890452 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3891126.750000 Penalty: 5230.528809
	Iteration 13Q: 3 clusters Score -3891127 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3891618.250000 Penalty: 5230.528809
	Iteration 14Q: 3 clusters Score -3891618 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3892000.750000 Penalty: 5230.528809
	Iteration 15Q: 3 clusters Score -3892001 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -3892272.000000 Penalty: 5230.528809
	Iteration 16Q: 3 clusters Score -3892272 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -3892508.750000 Penalty: 5230.528809
	Iteration 17Q: 3 clusters Score -3892509 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -3892776.500000 Penalty: 5230.528809
	Iteration 18Q: 3 clusters Score -3892776 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3893009.250000 Penalty: 5230.528809
	Iteration 19Q: 3 clusters Score -3893009 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3893218.500000 Penalty: 5230.528809
	Iteration 20F: 3 clusters Score -3893218 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3893479.500000 Penalty: 5230.528809
	Iteration 21Q: 3 clusters Score -3893480 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -3893763.750000 Penalty: 5230.528809
	Iteration 22Q: 3 clusters Score -3893764 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -3894011.000000 Penalty: 5230.528809
	Iteration 23Q: 3 clusters Score -3894011 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -3894227.500000 Penalty: 5230.528809
	Iteration 24Q: 3 clusters Score -3894228 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -3894417.500000 Penalty: 5230.528809
	Iteration 25Q: 3 clusters Score -3894418 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -3894610.750000 Penalty: 5230.528809
	Iteration 26Q: 3 clusters Score -3894611 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -3894792.750000 Penalty: 5230.528809
	Iteration 27Q: 3 clusters Score -3894793 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -3894941.250000 Penalty: 5230.528809
	Iteration 28Q: 3 clusters Score -3894941 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -3895059.750000 Penalty: 5230.528809
	Iteration 29Q: 3 clusters Score -3895060 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3895166.000000 Penalty: 5230.528809
	Iteration 30Q: 3 clusters Score -3895166 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -3895264.750000 Penalty: 5230.528809
	Iteration 31Q: 3 clusters Score -3895265 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -3895358.000000 Penalty: 5230.528809
	Iteration 32Q: 3 clusters Score -3895358 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -3895424.500000 Penalty: 5230.528809
	Iteration 33Q: 3 clusters Score -3895424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -3895492.750000 Penalty: 5230.528809
	Iteration 34Q: 3 clusters Score -3895493 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -3895521.000000 Penalty: 5230.528809
	Iteration 35Q: 3 clusters Score -3895521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -3895559.000000 Penalty: 5230.528809
	Iteration 36Q: 3 clusters Score -3895559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -3895583.250000 Penalty: 5230.528809
	Iteration 37Q: 3 clusters Score -3895583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -3895607.000000 Penalty: 5230.528809
	Iteration 38Q: 3 clusters Score -3895607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -3895632.000000 Penalty: 5230.528809
	Iteration 39Q: 3 clusters Score -3895632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -3895651.750000 Penalty: 5230.528809
	Iteration 40F: 3 clusters Score -3895652 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -3895669.750000 Penalty: 5230.528809
	Iteration 41Q: 3 clusters Score -3895670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -3895697.250000 Penalty: 5230.528809
	Iteration 42Q: 3 clusters Score -3895697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -3895709.000000 Penalty: 5230.528809
	Iteration 43Q: 3 clusters Score -3895709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -3895723.500000 Penalty: 5230.528809
	Iteration 44Q: 3 clusters Score -3895724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -3895735.500000 Penalty: 5230.528809
	Iteration 45Q: 3 clusters Score -3895736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -3895752.500000 Penalty: 5230.528809
	Iteration 46Q: 3 clusters Score -3895752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -3895767.250000 Penalty: 5230.528809
	Iteration 47Q: 3 clusters Score -3895767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -3895774.750000 Penalty: 5230.528809
	Iteration 48Q: 3 clusters Score -3895775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -3895781.500000 Penalty: 5230.528809
	Iteration 49Q: 3 clusters Score -3895782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -3895788.250000 Penalty: 5230.528809
	Iteration 50Q: 3 clusters Score -3895788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -3895797.500000 Penalty: 5230.528809
	Iteration 51Q: 3 clusters Score -3895798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -3895803.000000 Penalty: 5230.528809
	Iteration 52Q: 3 clusters Score -3895803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -3895810.250000 Penalty: 5230.528809
	Iteration 53Q: 3 clusters Score -3895810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -3895814.000000 Penalty: 5230.528809
	Iteration 54Q: 3 clusters Score -3895814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -3895816.250000 Penalty: 5230.528809
	Iteration 55Q: 3 clusters Score -3895816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -3895814.500000 Penalty: 5230.528809
	Iteration 56Q: 3 clusters Score -3895814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -3895817.500000 Penalty: 5230.528809
	Iteration 57Q: 3 clusters Score -3895818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -3895822.750000 Penalty: 5230.528809
	Iteration 58Q: 3 clusters Score -3895823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -3895823.750000 Penalty: 5230.528809
	Iteration 59Q: 3 clusters Score -3895824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -3895824.000000 Penalty: 5230.528809
	Iteration 60F: 3 clusters Score -3895824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -3895822.750000 Penalty: 5230.528809
	Iteration 61Q: 3 clusters Score -3895823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -3895823.500000 Penalty: 5230.528809
	Iteration 62Q: 3 clusters Score -3895824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -3895823.500000 Penalty: 5230.528809
	Iteration 63Q: 3 clusters Score -3895824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -3895827.250000 Penalty: 5230.528809
	Iteration 64Q: 3 clusters Score -3895827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -3895829.750000 Penalty: 5230.528809
	Iteration 65Q: 3 clusters Score -3895830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3895828.500000 Penalty: 5230.528809
	Iteration 66Q: 3 clusters Score -3895828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3895828.500000 Penalty: 5230.528809
	Iteration 67F: 3 clusters Score -3895828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Entering Unmasked Estep 
Score: -14332751.000000 Penalty: 2932.504395
	Iteration 0F: 2 clusters Score -1.433275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 68162 members 
Entering Unmasked Estep 
Score: -14241919.000000 Penalty: 5865.008789
	Iteration 0F: 3 clusters Score -1.424192e+07 nChanged 65237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70778 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -14279670.000000 Penalty: 5865.008789
	Iteration 1F: 3 clusters Score -1.427967e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -14280732.000000 Penalty: 5865.008789
	Iteration 2Q: 3 clusters Score -1.428073e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -14282381.000000 Penalty: 5865.008789
	Iteration 3Q: 3 clusters Score -1.428238e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79370 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -14285054.000000 Penalty: 5865.008789
	Iteration 4Q: 3 clusters Score -1.428505e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -14289608.000000 Penalty: 5865.008789
	Iteration 5F: 3 clusters Score -1.428961e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -14296528.000000 Penalty: 5865.008789
	Iteration 6F: 3 clusters Score -1.429653e+07 nChanged 10413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101275 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -14305564.000000 Penalty: 5865.008789
	Iteration 7F: 3 clusters Score -1.430556e+07 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -14314165.000000 Penalty: 5865.008789
	Iteration 8F: 3 clusters Score -1.431416e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114300 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -14320083.000000 Penalty: 5865.008789
	Iteration 9F: 3 clusters Score -1.432008e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117667 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -14323155.000000 Penalty: 5865.008789
	Iteration 10Q: 3 clusters Score -1.432316e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -14324759.000000 Penalty: 5865.008789
	Iteration 11Q: 3 clusters Score -1.432476e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -14325849.000000 Penalty: 5865.008789
	Iteration 12Q: 3 clusters Score -1.432585e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123839 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -14326620.000000 Penalty: 5865.008789
	Iteration 13Q: 3 clusters Score -1.432662e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125323 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -14327302.000000 Penalty: 5865.008789
	Iteration 14Q: 3 clusters Score -1.43273e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126596 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -14327768.000000 Penalty: 5865.008789
	Iteration 15Q: 3 clusters Score -1.432777e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -14328193.000000 Penalty: 5865.008789
	Iteration 16Q: 3 clusters Score -1.432819e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128608 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -14328673.000000 Penalty: 5865.008789
	Iteration 17Q: 3 clusters Score -1.432867e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129436 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -14328991.000000 Penalty: 5865.008789
	Iteration 18Q: 3 clusters Score -1.432899e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -14329233.000000 Penalty: 5865.008789
	Iteration 19Q: 3 clusters Score -1.432923e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130808 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -14329447.000000 Penalty: 5865.008789
	Iteration 20F: 3 clusters Score -1.432945e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -14329607.000000 Penalty: 5865.008789
	Iteration 21Q: 3 clusters Score -1.432961e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131758 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -14329760.000000 Penalty: 5865.008789
	Iteration 22Q: 3 clusters Score -1.432976e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -14329841.000000 Penalty: 5865.008789
	Iteration 23Q: 3 clusters Score -1.432984e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132450 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -14329914.000000 Penalty: 5865.008789
	Iteration 24Q: 3 clusters Score -1.432991e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132706 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -14329984.000000 Penalty: 5865.008789
	Iteration 25Q: 3 clusters Score -1.432998e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132913 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -14330041.000000 Penalty: 5865.008789
	Iteration 26Q: 3 clusters Score -1.433004e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133095 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -14330082.000000 Penalty: 5865.008789
	Iteration 27Q: 3 clusters Score -1.433008e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133263 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -14330123.000000 Penalty: 5865.008789
	Iteration 28Q: 3 clusters Score -1.433012e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133394 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -14330159.000000 Penalty: 5865.008789
	Iteration 29Q: 3 clusters Score -1.433016e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133513 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -14330245.000000 Penalty: 5865.008789
	Iteration 30Q: 3 clusters Score -1.433024e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133618 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -14330250.000000 Penalty: 5865.008789
	Iteration 31Q: 3 clusters Score -1.433025e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133701 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -14330222.000000 Penalty: 5865.008789
	Iteration 32Q: 3 clusters Score -1.433022e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133782 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -14330227.000000 Penalty: 5865.008789
	Iteration 33Q: 3 clusters Score -1.433023e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133848 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -14330240.000000 Penalty: 5865.008789
	Iteration 34Q: 3 clusters Score -1.433024e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -14330268.000000 Penalty: 5865.008789
	Iteration 35Q: 3 clusters Score -1.433027e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133971 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -14330274.000000 Penalty: 5865.008789
	Iteration 36Q: 3 clusters Score -1.433027e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134021 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -14330290.000000 Penalty: 5865.008789
	Iteration 37Q: 3 clusters Score -1.433029e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134066 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -14330285.000000 Penalty: 5865.008789
	Iteration 38Q: 3 clusters Score -1.433028e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134111 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -14330283.000000 Penalty: 5865.008789
	Iteration 39Q: 3 clusters Score -1.433028e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134152 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -14330279.000000 Penalty: 5865.008789
	Iteration 40F: 3 clusters Score -1.433028e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134186 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -14330280.000000 Penalty: 5865.008789
	Iteration 41Q: 3 clusters Score -1.433028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134213 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -14330289.000000 Penalty: 5865.008789
	Iteration 42Q: 3 clusters Score -1.433029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134238 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -14330289.000000 Penalty: 5865.008789
	Iteration 43Q: 3 clusters Score -1.433029e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134267 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -14330297.000000 Penalty: 5865.008789
	Iteration 44Q: 3 clusters Score -1.43303e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134296 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -14330291.000000 Penalty: 5865.008789
	Iteration 45Q: 3 clusters Score -1.433029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134323 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -14330300.000000 Penalty: 5865.008789
	Iteration 46Q: 3 clusters Score -1.43303e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134343 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -14330301.000000 Penalty: 5865.008789
	Iteration 47Q: 3 clusters Score -1.43303e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134361 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -14330313.000000 Penalty: 5865.008789
	Iteration 48Q: 3 clusters Score -1.433031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134376 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -14330299.000000 Penalty: 5865.008789
	Iteration 49Q: 3 clusters Score -1.43303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134389 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -14330295.000000 Penalty: 5865.008789
	Iteration 50Q: 3 clusters Score -1.43303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134396 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -14330303.000000 Penalty: 5865.008789
	Iteration 51Q: 3 clusters Score -1.43303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134407 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -14330300.000000 Penalty: 5865.008789
	Iteration 52Q: 3 clusters Score -1.43303e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134413 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -14330318.000000 Penalty: 5865.008789
	Iteration 53Q: 3 clusters Score -1.433032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -14330314.000000 Penalty: 5865.008789
	Iteration 54Q: 3 clusters Score -1.433031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134428 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -14330318.000000 Penalty: 5865.008789
	Iteration 55Q: 3 clusters Score -1.433032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134434 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -14330307.000000 Penalty: 5865.008789
	Iteration 56Q: 3 clusters Score -1.433031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134442 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -14330310.000000 Penalty: 5865.008789
	Iteration 57Q: 3 clusters Score -1.433031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134453 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -14330292.000000 Penalty: 5865.008789
	Iteration 58Q: 3 clusters Score -1.433029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134465 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -14330313.000000 Penalty: 5865.008789
	Iteration 59Q: 3 clusters Score -1.433031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134479 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -14330321.000000 Penalty: 5865.008789
	Iteration 60F: 3 clusters Score -1.433032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134489 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -14330320.000000 Penalty: 5865.008789
	Iteration 61Q: 3 clusters Score -1.433032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134495 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -14330319.000000 Penalty: 5865.008789
	Iteration 62Q: 3 clusters Score -1.433032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134501 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -14330319.000000 Penalty: 5865.008789
	Iteration 63Q: 3 clusters Score -1.433032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134510 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -14330334.000000 Penalty: 5865.008789
	Iteration 64Q: 3 clusters Score -1.433033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134518 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -14330327.000000 Penalty: 5865.008789
	Iteration 65Q: 3 clusters Score -1.433033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134525 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -14330337.000000 Penalty: 5865.008789
	Iteration 66Q: 3 clusters Score -1.433034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134531 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -14330355.000000 Penalty: 5865.008789
	Iteration 67Q: 3 clusters Score -1.433036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134537 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -14330359.000000 Penalty: 5865.008789
	Iteration 68Q: 3 clusters Score -1.433036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -14330365.000000 Penalty: 5865.008789
	Iteration 69Q: 3 clusters Score -1.433036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134549 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14330374.000000 Penalty: 5865.008789
	Iteration 70Q: 3 clusters Score -1.433037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134558 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -14330378.000000 Penalty: 5865.008789
	Iteration 71Q: 3 clusters Score -1.433038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134563 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -14330377.000000 Penalty: 5865.008789
	Iteration 72Q: 3 clusters Score -1.433038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134569 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -14330376.000000 Penalty: 5865.008789
	Iteration 73Q: 3 clusters Score -1.433038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134576 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -14330365.000000 Penalty: 5865.008789
	Iteration 74Q: 3 clusters Score -1.433036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134580 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -14330371.000000 Penalty: 5865.008789
	Iteration 75Q: 3 clusters Score -1.433037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134585 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -14330368.000000 Penalty: 5865.008789
	Iteration 76Q: 3 clusters Score -1.433037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134589 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -14330382.000000 Penalty: 5865.008789
	Iteration 77Q: 3 clusters Score -1.433038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -14330385.000000 Penalty: 5865.008789
	Iteration 78Q: 3 clusters Score -1.433038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134592 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -14330386.000000 Penalty: 5865.008789
	Iteration 79Q: 3 clusters Score -1.433039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134599 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -14330386.000000 Penalty: 5865.008789
	Iteration 80F: 3 clusters Score -1.433039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134612 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -14330390.000000 Penalty: 5865.008789
	Iteration 81Q: 3 clusters Score -1.433039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134618 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -14330388.000000 Penalty: 5865.008789
	Iteration 82Q: 3 clusters Score -1.433039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -14330393.000000 Penalty: 5865.008789
	Iteration 83Q: 3 clusters Score -1.433039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134633 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -14330389.000000 Penalty: 5865.008789
	Iteration 84Q: 3 clusters Score -1.433039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -14330388.000000 Penalty: 5865.008789
	Iteration 85Q: 3 clusters Score -1.433039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134654 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -14330393.000000 Penalty: 5865.008789
	Iteration 86Q: 3 clusters Score -1.433039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14330409.000000 Penalty: 5865.008789
	Iteration 87Q: 3 clusters Score -1.433041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134674 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -14330400.000000 Penalty: 5865.008789
	Iteration 88Q: 3 clusters Score -1.43304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -14330401.000000 Penalty: 5865.008789
	Iteration 89Q: 3 clusters Score -1.43304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134676 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14330406.000000 Penalty: 5865.008789
	Iteration 90Q: 3 clusters Score -1.433041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134678 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -14330407.000000 Penalty: 5865.008789
	Iteration 91Q: 3 clusters Score -1.433041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -14330414.000000 Penalty: 5865.008789
	Iteration 92Q: 3 clusters Score -1.433041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134679 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -14330414.000000 Penalty: 5865.008789
	Iteration 93F: 3 clusters Score -1.433041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Entering Unmasked Estep 
Score: -2735004.000000 Penalty: 2517.315430
	Iteration 0F: 2 clusters Score -2735004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2717350.500000 Penalty: 5034.630859
	Iteration 0F: 3 clusters Score -2717350 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2723182.750000 Penalty: 5034.630859
	Iteration 1F: 3 clusters Score -2723183 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2723540.000000 Penalty: 5034.630859
	Iteration 2Q: 3 clusters Score -2723540 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2723842.500000 Penalty: 5034.630859
	Iteration 3Q: 3 clusters Score -2723842 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2724129.000000 Penalty: 5034.630859
	Iteration 4Q: 3 clusters Score -2724129 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2724386.750000 Penalty: 5034.630859
	Iteration 5Q: 3 clusters Score -2724387 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2724681.750000 Penalty: 5034.630859
	Iteration 6Q: 3 clusters Score -2724682 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2724992.500000 Penalty: 5034.630859
	Iteration 7Q: 3 clusters Score -2724992 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2725448.250000 Penalty: 5034.630859
	Iteration 8Q: 3 clusters Score -2725448 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2726037.250000 Penalty: 5034.630859
	Iteration 9Q: 3 clusters Score -2726037 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2726783.750000 Penalty: 5034.630859
	Iteration 10Q: 3 clusters Score -2726784 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2727656.250000 Penalty: 5034.630859
	Iteration 11Q: 3 clusters Score -2727656 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2728480.250000 Penalty: 5034.630859
	Iteration 12Q: 3 clusters Score -2728480 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2729341.750000 Penalty: 5034.630859
	Iteration 13Q: 3 clusters Score -2729342 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2730202.500000 Penalty: 5034.630859
	Iteration 14Q: 3 clusters Score -2730202 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2730928.000000 Penalty: 5034.630859
	Iteration 15Q: 3 clusters Score -2730928 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2731504.250000 Penalty: 5034.630859
	Iteration 16Q: 3 clusters Score -2731504 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2731872.500000 Penalty: 5034.630859
	Iteration 17Q: 3 clusters Score -2731872 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -2732138.750000 Penalty: 5034.630859
	Iteration 18Q: 3 clusters Score -2732139 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2732325.250000 Penalty: 5034.630859
	Iteration 19Q: 3 clusters Score -2732325 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2732428.250000 Penalty: 5034.630859
	Iteration 20F: 3 clusters Score -2732428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2732518.500000 Penalty: 5034.630859
	Iteration 21Q: 3 clusters Score -2732518 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2732587.750000 Penalty: 5034.630859
	Iteration 22Q: 3 clusters Score -2732588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2732643.750000 Penalty: 5034.630859
	Iteration 23Q: 3 clusters Score -2732644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2732686.250000 Penalty: 5034.630859
	Iteration 24Q: 3 clusters Score -2732686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2732712.500000 Penalty: 5034.630859
	Iteration 25Q: 3 clusters Score -2732712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2732747.500000 Penalty: 5034.630859
	Iteration 26Q: 3 clusters Score -2732748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2732764.250000 Penalty: 5034.630859
	Iteration 27Q: 3 clusters Score -2732764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -2732787.500000 Penalty: 5034.630859
	Iteration 28Q: 3 clusters Score -2732788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2732801.750000 Penalty: 5034.630859
	Iteration 29Q: 3 clusters Score -2732802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -2732815.500000 Penalty: 5034.630859
	Iteration 30Q: 3 clusters Score -2732816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -2732824.500000 Penalty: 5034.630859
	Iteration 31Q: 3 clusters Score -2732824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2732829.750000 Penalty: 5034.630859
	Iteration 32Q: 3 clusters Score -2732830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -2732831.750000 Penalty: 5034.630859
	Iteration 33Q: 3 clusters Score -2732832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -2732839.000000 Penalty: 5034.630859
	Iteration 34Q: 3 clusters Score -2732839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2732836.500000 Penalty: 5034.630859
	Iteration 35Q: 3 clusters Score -2732836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2732853.000000 Penalty: 5034.630859
	Iteration 36Q: 3 clusters Score -2732853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2732862.000000 Penalty: 5034.630859
	Iteration 37Q: 3 clusters Score -2732862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -2732865.750000 Penalty: 5034.630859
	Iteration 38Q: 3 clusters Score -2732866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -2732872.250000 Penalty: 5034.630859
	Iteration 39Q: 3 clusters Score -2732872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -2732875.750000 Penalty: 5034.630859
	Iteration 40F: 3 clusters Score -2732876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2732878.000000 Penalty: 5034.630859
	Iteration 41Q: 3 clusters Score -2732878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -2732878.000000 Penalty: 5034.630859
	Iteration 42F: 3 clusters Score -2732878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -73894.023438 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73894.02 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74293.500000 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74293.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74587.765625 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74587.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -74764.609375 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -74764.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -74799.125000 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -74799.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -74828.648438 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -74828.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74847.031250 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -74847.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74862.929688 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -74862.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -74871.117188 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -74871.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74876.054688 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -74876.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -74876.054688 Penalty: 3333.229248
	Iteration 10F: 3 clusters Score -74876.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Entering Unmasked Estep 
Score: -2073294.500000 Penalty: 2449.200439
	Iteration 0F: 2 clusters Score -2073294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2059526.625000 Penalty: 4898.400879
	Iteration 0F: 3 clusters Score -2059527 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2064103.750000 Penalty: 4898.400879
	Iteration 1F: 3 clusters Score -2064104 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2064550.000000 Penalty: 4898.400879
	Iteration 2F: 3 clusters Score -2064550 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2064999.000000 Penalty: 4898.400879
	Iteration 3F: 3 clusters Score -2064999 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2065475.125000 Penalty: 4898.400879
	Iteration 4Q: 3 clusters Score -2065475 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2066086.250000 Penalty: 4898.400879
	Iteration 5F: 3 clusters Score -2066086 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2066821.625000 Penalty: 4898.400879
	Iteration 6F: 3 clusters Score -2066822 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2067715.875000 Penalty: 4898.400879
	Iteration 7F: 3 clusters Score -2067716 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2068707.125000 Penalty: 4898.400879
	Iteration 8F: 3 clusters Score -2068707 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2069553.750000 Penalty: 4898.400879
	Iteration 9F: 3 clusters Score -2069554 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -2070138.625000 Penalty: 4898.400879
	Iteration 10Q: 3 clusters Score -2070139 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2070490.375000 Penalty: 4898.400879
	Iteration 11Q: 3 clusters Score -2070490 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2070713.625000 Penalty: 4898.400879
	Iteration 12Q: 3 clusters Score -2070714 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2070886.625000 Penalty: 4898.400879
	Iteration 13Q: 3 clusters Score -2070887 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2070990.500000 Penalty: 4898.400879
	Iteration 14Q: 3 clusters Score -2070990 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2071067.250000 Penalty: 4898.400879
	Iteration 15Q: 3 clusters Score -2071067 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2071150.625000 Penalty: 4898.400879
	Iteration 16Q: 3 clusters Score -2071151 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2071227.500000 Penalty: 4898.400879
	Iteration 17Q: 3 clusters Score -2071228 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2071287.750000 Penalty: 4898.400879
	Iteration 18Q: 3 clusters Score -2071288 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2071331.125000 Penalty: 4898.400879
	Iteration 19Q: 3 clusters Score -2071331 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2071388.000000 Penalty: 4898.400879
	Iteration 20F: 3 clusters Score -2071388 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2071431.000000 Penalty: 4898.400879
	Iteration 21Q: 3 clusters Score -2071431 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2071482.250000 Penalty: 4898.400879
	Iteration 22Q: 3 clusters Score -2071482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2071516.750000 Penalty: 4898.400879
	Iteration 23Q: 3 clusters Score -2071517 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2071535.375000 Penalty: 4898.400879
	Iteration 24Q: 3 clusters Score -2071535 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2071559.750000 Penalty: 4898.400879
	Iteration 25Q: 3 clusters Score -2071560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2071576.250000 Penalty: 4898.400879
	Iteration 26Q: 3 clusters Score -2071576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2071591.125000 Penalty: 4898.400879
	Iteration 27Q: 3 clusters Score -2071591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2071610.750000 Penalty: 4898.400879
	Iteration 28Q: 3 clusters Score -2071611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2071622.250000 Penalty: 4898.400879
	Iteration 29Q: 3 clusters Score -2071622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2071635.375000 Penalty: 4898.400879
	Iteration 30Q: 3 clusters Score -2071635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2071630.625000 Penalty: 4898.400879
	Iteration 31Q: 3 clusters Score -2071631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2071637.125000 Penalty: 4898.400879
	Iteration 32Q: 3 clusters Score -2071637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2071645.625000 Penalty: 4898.400879
	Iteration 33Q: 3 clusters Score -2071646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2071652.625000 Penalty: 4898.400879
	Iteration 34Q: 3 clusters Score -2071653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2071664.500000 Penalty: 4898.400879
	Iteration 35Q: 3 clusters Score -2071664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2071671.125000 Penalty: 4898.400879
	Iteration 36Q: 3 clusters Score -2071671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2071679.125000 Penalty: 4898.400879
	Iteration 37Q: 3 clusters Score -2071679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2071685.125000 Penalty: 4898.400879
	Iteration 38Q: 3 clusters Score -2071685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2071686.125000 Penalty: 4898.400879
	Iteration 39Q: 3 clusters Score -2071686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2071694.875000 Penalty: 4898.400879
	Iteration 40F: 3 clusters Score -2071695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2071705.625000 Penalty: 4898.400879
	Iteration 41Q: 3 clusters Score -2071706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2071710.500000 Penalty: 4898.400879
	Iteration 42Q: 3 clusters Score -2071710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2071709.625000 Penalty: 4898.400879
	Iteration 43Q: 3 clusters Score -2071710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2071716.125000 Penalty: 4898.400879
	Iteration 44Q: 3 clusters Score -2071716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2071718.875000 Penalty: 4898.400879
	Iteration 45Q: 3 clusters Score -2071719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2071725.250000 Penalty: 4898.400879
	Iteration 46Q: 3 clusters Score -2071725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2071730.500000 Penalty: 4898.400879
	Iteration 47Q: 3 clusters Score -2071730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2071729.375000 Penalty: 4898.400879
	Iteration 48Q: 3 clusters Score -2071729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2071731.375000 Penalty: 4898.400879
	Iteration 49Q: 3 clusters Score -2071731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2071731.500000 Penalty: 4898.400879
	Iteration 50Q: 3 clusters Score -2071732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2071732.375000 Penalty: 4898.400879
	Iteration 51Q: 3 clusters Score -2071732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2071733.125000 Penalty: 4898.400879
	Iteration 52Q: 3 clusters Score -2071733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2071735.250000 Penalty: 4898.400879
	Iteration 53Q: 3 clusters Score -2071735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2071736.625000 Penalty: 4898.400879
	Iteration 54Q: 3 clusters Score -2071737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2071743.125000 Penalty: 4898.400879
	Iteration 55Q: 3 clusters Score -2071743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2071746.000000 Penalty: 4898.400879
	Iteration 56Q: 3 clusters Score -2071746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2071752.375000 Penalty: 4898.400879
	Iteration 57Q: 3 clusters Score -2071752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2071752.125000 Penalty: 4898.400879
	Iteration 58Q: 3 clusters Score -2071752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2071750.750000 Penalty: 4898.400879
	Iteration 59Q: 3 clusters Score -2071751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2071754.500000 Penalty: 4898.400879
	Iteration 60F: 3 clusters Score -2071754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2071755.500000 Penalty: 4898.400879
	Iteration 61Q: 3 clusters Score -2071756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2071762.250000 Penalty: 4898.400879
	Iteration 62Q: 3 clusters Score -2071762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2071769.000000 Penalty: 4898.400879
	Iteration 63Q: 3 clusters Score -2071769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2071781.000000 Penalty: 4898.400879
	Iteration 64Q: 3 clusters Score -2071781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2071782.000000 Penalty: 4898.400879
	Iteration 65Q: 3 clusters Score -2071782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2071790.125000 Penalty: 4898.400879
	Iteration 66Q: 3 clusters Score -2071790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2071794.000000 Penalty: 4898.400879
	Iteration 67Q: 3 clusters Score -2071794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2071797.000000 Penalty: 4898.400879
	Iteration 68Q: 3 clusters Score -2071797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2071796.125000 Penalty: 4898.400879
	Iteration 69Q: 3 clusters Score -2071796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2071794.000000 Penalty: 4898.400879
	Iteration 70Q: 3 clusters Score -2071794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2071793.875000 Penalty: 4898.400879
	Iteration 71Q: 3 clusters Score -2071794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2071793.875000 Penalty: 4898.400879
	Iteration 72F: 3 clusters Score -2071794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -443002.531250 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -443002.5 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 2228 members 
Entering Unmasked Estep 
Score: -438826.687500 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -438826.7 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -439765.906250 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -439765.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -439964.468750 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -439964.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -440083.375000 Penalty: 4165.275879
	Iteration 3F: 3 clusters Score -440083.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -440167.187500 Penalty: 4165.275879
	Iteration 4Q: 3 clusters Score -440167.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -440229.906250 Penalty: 4165.275879
	Iteration 5Q: 3 clusters Score -440229.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -440270.750000 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -440270.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -440308.093750 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -440308.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -440340.468750 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -440340.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -440366.531250 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -440366.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -440390.468750 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -440390.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -440412.250000 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -440412.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -440436.687500 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -440436.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -440461.593750 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -440461.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -440481.250000 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -440481.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -440495.437500 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -440495.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -440516.875000 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -440516.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -440547.187500 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -440547.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -440572.625000 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -440572.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -440590.812500 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -440590.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -440614.375000 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -440614.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -440640.875000 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -440640.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -440664.593750 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -440664.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -440686.562500 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -440686.6 nChanged 42
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: -440707.406250 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -440707.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -440738.906250 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -440738.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -440778.125000 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -440778.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -440825.062500 Penalty: 4165.275879
	Iteration 27Q: 3 clusters Score -440825.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -440873.375000 Penalty: 4165.275879
	Iteration 28Q: 3 clusters Score -440873.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -440925.437500 Penalty: 4165.275879
	Iteration 29Q: 3 clusters Score -440925.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -440973.187500 Penalty: 4165.275879
	Iteration 30Q: 3 clusters Score -440973.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -441010.375000 Penalty: 4165.275879
	Iteration 31Q: 3 clusters Score -441010.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -441045.625000 Penalty: 4165.275879
	Iteration 32Q: 3 clusters Score -441045.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -441089.437500 Penalty: 4165.275879
	Iteration 33Q: 3 clusters Score -441089.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -441130.187500 Penalty: 4165.275879
	Iteration 34Q: 3 clusters Score -441130.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -441166.531250 Penalty: 4165.275879
	Iteration 35Q: 3 clusters Score -441166.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -441189.125000 Penalty: 4165.275879
	Iteration 36Q: 3 clusters Score -441189.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -441213.656250 Penalty: 4165.275879
	Iteration 37Q: 3 clusters Score -441213.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -441235.218750 Penalty: 4165.275879
	Iteration 38Q: 3 clusters Score -441235.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -441248.968750 Penalty: 4165.275879
	Iteration 39Q: 3 clusters Score -441249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -441257.843750 Penalty: 4165.275879
	Iteration 40F: 3 clusters Score -441257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -441267.250000 Penalty: 4165.275879
	Iteration 41Q: 3 clusters Score -441267.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -441276.375000 Penalty: 4165.275879
	Iteration 42Q: 3 clusters Score -441276.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -441280.250000 Penalty: 4165.275879
	Iteration 43Q: 3 clusters Score -441280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -441282.531250 Penalty: 4165.275879
	Iteration 44Q: 3 clusters Score -441282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -441283.968750 Penalty: 4165.275879
	Iteration 45Q: 3 clusters Score -441284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -441287.281250 Penalty: 4165.275879
	Iteration 46Q: 3 clusters Score -441287.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -441291.875000 Penalty: 4165.275879
	Iteration 47Q: 3 clusters Score -441291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -441298.187500 Penalty: 4165.275879
	Iteration 48Q: 3 clusters Score -441298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -441301.906250 Penalty: 4165.275879
	Iteration 49Q: 3 clusters Score -441301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -441305.031250 Penalty: 4165.275879
	Iteration 50Q: 3 clusters Score -441305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -441305.625000 Penalty: 4165.275879
	Iteration 51Q: 3 clusters Score -441305.6 nChanged 1
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: -441306.468750 Penalty: 4165.275879
	Iteration 52Q: 3 clusters Score -441306.5 nChanged 0
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: -441306.468750 Penalty: 4165.275879
	Iteration 53F: 3 clusters Score -441306.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Entering Unmasked Estep 
Score: -627566.875000 Penalty: 2161.050049
	Iteration 0F: 2 clusters Score -627566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -622360.250000 Penalty: 4322.100098
	Iteration 0F: 3 clusters Score -622360.2 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -623767.937500 Penalty: 4322.100098
	Iteration 1F: 3 clusters Score -623767.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -624070.937500 Penalty: 4322.100098
	Iteration 2F: 3 clusters Score -624070.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -624300.875000 Penalty: 4322.100098
	Iteration 3F: 3 clusters Score -624300.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -624475.187500 Penalty: 4322.100098
	Iteration 4Q: 3 clusters Score -624475.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -624623.812500 Penalty: 4322.100098
	Iteration 5Q: 3 clusters Score -624623.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -624729.312500 Penalty: 4322.100098
	Iteration 6Q: 3 clusters Score -624729.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -624818.187500 Penalty: 4322.100098
	Iteration 7Q: 3 clusters Score -624818.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -624900.375000 Penalty: 4322.100098
	Iteration 8Q: 3 clusters Score -624900.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -624976.812500 Penalty: 4322.100098
	Iteration 9Q: 3 clusters Score -624976.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -625054.437500 Penalty: 4322.100098
	Iteration 10Q: 3 clusters Score -625054.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -625130.812500 Penalty: 4322.100098
	Iteration 11Q: 3 clusters Score -625130.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -625207.125000 Penalty: 4322.100098
	Iteration 12Q: 3 clusters Score -625207.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -625285.000000 Penalty: 4322.100098
	Iteration 13Q: 3 clusters Score -625285 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -625356.375000 Penalty: 4322.100098
	Iteration 14Q: 3 clusters Score -625356.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -625430.437500 Penalty: 4322.100098
	Iteration 15Q: 3 clusters Score -625430.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -625501.625000 Penalty: 4322.100098
	Iteration 16Q: 3 clusters Score -625501.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -625564.250000 Penalty: 4322.100098
	Iteration 17Q: 3 clusters Score -625564.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -625625.375000 Penalty: 4322.100098
	Iteration 18Q: 3 clusters Score -625625.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -625676.000000 Penalty: 4322.100098
	Iteration 19Q: 3 clusters Score -625676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -625714.875000 Penalty: 4322.100098
	Iteration 20F: 3 clusters Score -625714.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -625746.937500 Penalty: 4322.100098
	Iteration 21Q: 3 clusters Score -625746.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -625764.375000 Penalty: 4322.100098
	Iteration 22Q: 3 clusters Score -625764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -625778.750000 Penalty: 4322.100098
	Iteration 23Q: 3 clusters Score -625778.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -625790.000000 Penalty: 4322.100098
	Iteration 24Q: 3 clusters Score -625790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -625799.312500 Penalty: 4322.100098
	Iteration 25Q: 3 clusters Score -625799.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -625805.937500 Penalty: 4322.100098
	Iteration 26Q: 3 clusters Score -625805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -625813.125000 Penalty: 4322.100098
	Iteration 27Q: 3 clusters Score -625813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -625817.562500 Penalty: 4322.100098
	Iteration 28Q: 3 clusters Score -625817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -625818.937500 Penalty: 4322.100098
	Iteration 29Q: 3 clusters Score -625818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -625822.437500 Penalty: 4322.100098
	Iteration 30Q: 3 clusters Score -625822.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -625828.875000 Penalty: 4322.100098
	Iteration 31Q: 3 clusters Score -625828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -625831.125000 Penalty: 4322.100098
	Iteration 32Q: 3 clusters Score -625831.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -625833.312500 Penalty: 4322.100098
	Iteration 33Q: 3 clusters Score -625833.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -625836.750000 Penalty: 4322.100098
	Iteration 34Q: 3 clusters Score -625836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -625841.312500 Penalty: 4322.100098
	Iteration 35Q: 3 clusters Score -625841.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -625845.437500 Penalty: 4322.100098
	Iteration 36Q: 3 clusters Score -625845.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -625850.000000 Penalty: 4322.100098
	Iteration 37Q: 3 clusters Score -625850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -625853.125000 Penalty: 4322.100098
	Iteration 38Q: 3 clusters Score -625853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -625856.625000 Penalty: 4322.100098
	Iteration 39Q: 3 clusters Score -625856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -625859.312500 Penalty: 4322.100098
	Iteration 40F: 3 clusters Score -625859.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -625864.562500 Penalty: 4322.100098
	Iteration 41Q: 3 clusters Score -625864.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -625871.375000 Penalty: 4322.100098
	Iteration 42Q: 3 clusters Score -625871.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -625875.562500 Penalty: 4322.100098
	Iteration 43Q: 3 clusters Score -625875.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -625877.437500 Penalty: 4322.100098
	Iteration 44Q: 3 clusters Score -625877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -625880.687500 Penalty: 4322.100098
	Iteration 45Q: 3 clusters Score -625880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -625882.937500 Penalty: 4322.100098
	Iteration 46Q: 3 clusters Score -625882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -625885.750000 Penalty: 4322.100098
	Iteration 47Q: 3 clusters Score -625885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -625888.937500 Penalty: 4322.100098
	Iteration 48Q: 3 clusters Score -625888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -625892.687500 Penalty: 4322.100098
	Iteration 49Q: 3 clusters Score -625892.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -625894.437500 Penalty: 4322.100098
	Iteration 50Q: 3 clusters Score -625894.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -625896.000000 Penalty: 4322.100098
	Iteration 51Q: 3 clusters Score -625896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -625897.562500 Penalty: 4322.100098
	Iteration 52Q: 3 clusters Score -625897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -625898.625000 Penalty: 4322.100098
	Iteration 53Q: 3 clusters Score -625898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -625898.625000 Penalty: 4322.100098
	Iteration 54Q: 3 clusters Score -625898.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -625898.125000 Penalty: 4322.100098
	Iteration 55Q: 3 clusters Score -625898.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -625898.125000 Penalty: 4322.100098
	Iteration 56F: 3 clusters Score -625898.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 4 contains 83870 members 
Mstep: Class 5 contains 216397 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 129570 members 
Mstep: Class 14 contains 38003 members 
Mstep: Class 15 contains 136573 members 
Mstep: Class 16 contains 25603 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 4437 members 
Mstep: Class 21 contains 6087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059592.000000 Penalty: 43306.667969
Iteration 319Q: 14 clusters Score -7.005959e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 4 contains 83870 members 
Mstep: Class 5 contains 216397 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 129469 members 
Mstep: Class 14 contains 37999 members 
Mstep: Class 15 contains 136682 members 
Mstep: Class 16 contains 25604 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 19 contains 4433 members 
Mstep: Class 21 contains 6088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059640.000000 Penalty: 43306.667969
Iteration 320F: 14 clusters Score -7.005964e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 4 contains 83878 members 
Mstep: Class 5 contains 216411 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 129343 members 
Mstep: Class 14 contains 37998 members 
Mstep: Class 15 contains 136786 members 
Mstep: Class 16 contains 25604 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 21 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059608.000000 Penalty: 43306.667969
Iteration 321Q: 14 clusters Score -7.005961e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 4 contains 83903 members 
Mstep: Class 5 contains 216394 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8307 members 
Mstep: Class 11 contains 129224 members 
Mstep: Class 14 contains 38000 members 
Mstep: Class 15 contains 136891 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19450 members 
Mstep: Class 19 contains 4434 members 
Mstep: Class 21 contains 6093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059616.000000 Penalty: 43306.667969
Iteration 322Q: 14 clusters Score -7.005962e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 4 contains 83926 members 
Mstep: Class 5 contains 216384 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 129128 members 
Mstep: Class 14 contains 38000 members 
Mstep: Class 15 contains 136983 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19449 members 
Mstep: Class 19 contains 4431 members 
Mstep: Class 21 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059544.000000 Penalty: 43306.667969
Iteration 323Q: 14 clusters Score -7.005954e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 4 contains 83946 members 
Mstep: Class 5 contains 216371 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 129028 members 
Mstep: Class 14 contains 38003 members 
Mstep: Class 15 contains 137078 members 
Mstep: Class 16 contains 25604 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19450 members 
Mstep: Class 19 contains 4427 members 
Mstep: Class 21 contains 6097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059528.000000 Penalty: 43306.667969
Iteration 324Q: 14 clusters Score -7.005953e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 4 contains 83959 members 
Mstep: Class 5 contains 216378 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8305 members 
Mstep: Class 11 contains 128939 members 
Mstep: Class 14 contains 38002 members 
Mstep: Class 15 contains 137152 members 
Mstep: Class 16 contains 25600 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19450 members 
Mstep: Class 19 contains 4425 members 
Mstep: Class 21 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059520.000000 Penalty: 43306.667969
Iteration 325Q: 14 clusters Score -7.005952e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 4 contains 83975 members 
Mstep: Class 5 contains 216369 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8304 members 
Mstep: Class 11 contains 128844 members 
Mstep: Class 14 contains 38010 members 
Mstep: Class 15 contains 137237 members 
Mstep: Class 16 contains 25600 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19450 members 
Mstep: Class 19 contains 4422 members 
Mstep: Class 21 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059536.000000 Penalty: 43306.667969
Iteration 326Q: 14 clusters Score -7.005954e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 4 contains 83967 members 
Mstep: Class 5 contains 216373 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 11 contains 128761 members 
Mstep: Class 14 contains 38011 members 
Mstep: Class 15 contains 137323 members 
Mstep: Class 16 contains 25600 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19455 members 
Mstep: Class 19 contains 4422 members 
Mstep: Class 21 contains 6098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059496.000000 Penalty: 43306.667969
Iteration 327Q: 14 clusters Score -7.00595e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 4 contains 83958 members 
Mstep: Class 5 contains 216375 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8299 members 
Mstep: Class 11 contains 128675 members 
Mstep: Class 14 contains 38017 members 
Mstep: Class 15 contains 137416 members 
Mstep: Class 16 contains 25597 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 21 contains 6099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059544.000000 Penalty: 43306.667969
Iteration 328Q: 14 clusters Score -7.005954e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 4 contains 83959 members 
Mstep: Class 5 contains 216399 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8298 members 
Mstep: Class 11 contains 128581 members 
Mstep: Class 14 contains 38016 members 
Mstep: Class 15 contains 137495 members 
Mstep: Class 16 contains 25590 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19459 members 
Mstep: Class 19 contains 4422 members 
Mstep: Class 21 contains 6098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059576.000000 Penalty: 43306.667969
Iteration 329Q: 14 clusters Score -7.005958e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 4 contains 83963 members 
Mstep: Class 5 contains 216428 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 128494 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 137570 members 
Mstep: Class 16 contains 25583 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 21 contains 6097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059552.000000 Penalty: 43306.667969
Iteration 330Q: 14 clusters Score -7.005955e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 4 contains 83963 members 
Mstep: Class 5 contains 216453 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8290 members 
Mstep: Class 11 contains 128421 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 137627 members 
Mstep: Class 16 contains 25582 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19459 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 21 contains 6096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059560.000000 Penalty: 43306.667969
Iteration 331Q: 14 clusters Score -7.005956e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 4 contains 83960 members 
Mstep: Class 5 contains 216477 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 128345 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 137693 members 
Mstep: Class 16 contains 25583 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 21 contains 6094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059512.000000 Penalty: 43306.667969
Iteration 332Q: 14 clusters Score -7.005951e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 4 contains 83955 members 
Mstep: Class 5 contains 216497 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8288 members 
Mstep: Class 11 contains 128280 members 
Mstep: Class 14 contains 38008 members 
Mstep: Class 15 contains 137754 members 
Mstep: Class 16 contains 25581 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 19 contains 4418 members 
Mstep: Class 21 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059496.000000 Penalty: 43306.667969
Iteration 333Q: 14 clusters Score -7.00595e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 4 contains 83949 members 
Mstep: Class 5 contains 216501 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8288 members 
Mstep: Class 11 contains 128212 members 
Mstep: Class 14 contains 38010 members 
Mstep: Class 15 contains 137817 members 
Mstep: Class 16 contains 25581 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19459 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 21 contains 6096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059536.000000 Penalty: 43306.667969
Iteration 334Q: 14 clusters Score -7.005954e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 4 contains 83951 members 
Mstep: Class 5 contains 216510 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8288 members 
Mstep: Class 11 contains 128142 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 137877 members 
Mstep: Class 16 contains 25580 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 21 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059544.000000 Penalty: 43306.667969
Iteration 335Q: 14 clusters Score -7.005954e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 4 contains 83952 members 
Mstep: Class 5 contains 216523 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 128083 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 137925 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 4416 members 
Mstep: Class 21 contains 6093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059552.000000 Penalty: 43306.667969
Iteration 336Q: 14 clusters Score -7.005955e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 4 contains 83953 members 
Mstep: Class 5 contains 216544 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 128026 members 
Mstep: Class 14 contains 38017 members 
Mstep: Class 15 contains 137961 members 
Mstep: Class 16 contains 25578 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19457 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 21 contains 6090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059536.000000 Penalty: 43306.667969
Iteration 337Q: 14 clusters Score -7.005954e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 4 contains 83957 members 
Mstep: Class 5 contains 216556 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 127977 members 
Mstep: Class 14 contains 38017 members 
Mstep: Class 15 contains 137994 members 
Mstep: Class 16 contains 25582 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 19 contains 4415 members 
Mstep: Class 21 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059480.000000 Penalty: 43306.667969
Iteration 338Q: 14 clusters Score -7.005948e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 4 contains 83966 members 
Mstep: Class 5 contains 216567 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 127913 members 
Mstep: Class 14 contains 38020 members 
Mstep: Class 15 contains 138035 members 
Mstep: Class 16 contains 25586 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19451 members 
Mstep: Class 19 contains 4415 members 
Mstep: Class 21 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059512.000000 Penalty: 43306.667969
Iteration 339Q: 14 clusters Score -7.005951e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 4 contains 83969 members 
Mstep: Class 5 contains 216584 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 127844 members 
Mstep: Class 14 contains 38021 members 
Mstep: Class 15 contains 138081 members 
Mstep: Class 16 contains 25588 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19452 members 
Mstep: Class 19 contains 4415 members 
Mstep: Class 21 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059440.000000 Penalty: 43306.667969
Iteration 340F: 14 clusters Score -7.005944e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 4 contains 83970 members 
Mstep: Class 5 contains 216602 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8285 members 
Mstep: Class 11 contains 127781 members 
Mstep: Class 14 contains 38026 members 
Mstep: Class 15 contains 138118 members 
Mstep: Class 16 contains 25591 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 21 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059424.000000 Penalty: 43306.667969
Iteration 341Q: 14 clusters Score -7.005942e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 4 contains 83974 members 
Mstep: Class 5 contains 216622 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127718 members 
Mstep: Class 14 contains 38027 members 
Mstep: Class 15 contains 138155 members 
Mstep: Class 16 contains 25594 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 21 contains 6089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059448.000000 Penalty: 43306.667969
Iteration 342Q: 14 clusters Score -7.005945e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 4 contains 83979 members 
Mstep: Class 5 contains 216622 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127683 members 
Mstep: Class 14 contains 38026 members 
Mstep: Class 15 contains 138189 members 
Mstep: Class 16 contains 25596 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059504.000000 Penalty: 43306.667969
Iteration 343Q: 14 clusters Score -7.00595e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 4 contains 83977 members 
Mstep: Class 5 contains 216627 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127643 members 
Mstep: Class 14 contains 38025 members 
Mstep: Class 15 contains 138225 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19455 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059544.000000 Penalty: 43306.667969
Iteration 344Q: 14 clusters Score -7.005954e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 4 contains 83982 members 
Mstep: Class 5 contains 216621 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127604 members 
Mstep: Class 14 contains 38026 members 
Mstep: Class 15 contains 138262 members 
Mstep: Class 16 contains 25601 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19455 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059432.000000 Penalty: 43306.667969
Iteration 345Q: 14 clusters Score -7.005943e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 4 contains 83982 members 
Mstep: Class 5 contains 216627 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127566 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 138294 members 
Mstep: Class 16 contains 25600 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 21 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059384.000000 Penalty: 43306.667969
Iteration 346Q: 14 clusters Score -7.005938e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 4 contains 83977 members 
Mstep: Class 5 contains 216636 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127533 members 
Mstep: Class 14 contains 38030 members 
Mstep: Class 15 contains 138326 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19457 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 21 contains 6082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059288.000000 Penalty: 43306.667969
Iteration 347Q: 14 clusters Score -7.005929e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 4 contains 83974 members 
Mstep: Class 5 contains 216659 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127483 members 
Mstep: Class 14 contains 38032 members 
Mstep: Class 15 contains 138354 members 
Mstep: Class 16 contains 25599 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19455 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 21 contains 6083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059312.000000 Penalty: 43306.667969
Iteration 348Q: 14 clusters Score -7.005931e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 4 contains 83978 members 
Mstep: Class 5 contains 216685 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127448 members 
Mstep: Class 14 contains 38031 members 
Mstep: Class 15 contains 138361 members 
Mstep: Class 16 contains 25601 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19453 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 21 contains 6083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059344.000000 Penalty: 43306.667969
Iteration 349Q: 14 clusters Score -7.005934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 4 contains 83975 members 
Mstep: Class 5 contains 216712 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127410 members 
Mstep: Class 14 contains 38032 members 
Mstep: Class 15 contains 138371 members 
Mstep: Class 16 contains 25600 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 21 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059352.000000 Penalty: 43306.667969
Iteration 350Q: 14 clusters Score -7.005935e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 4 contains 83971 members 
Mstep: Class 5 contains 216728 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127366 members 
Mstep: Class 14 contains 38034 members 
Mstep: Class 15 contains 138395 members 
Mstep: Class 16 contains 25601 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19458 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 21 contains 6087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059312.000000 Penalty: 43306.667969
Iteration 351Q: 14 clusters Score -7.005931e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 4 contains 83965 members 
Mstep: Class 5 contains 216748 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127327 members 
Mstep: Class 14 contains 38036 members 
Mstep: Class 15 contains 138415 members 
Mstep: Class 16 contains 25603 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19461 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059368.000000 Penalty: 43306.667969
Iteration 352Q: 14 clusters Score -7.005937e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 4 contains 83962 members 
Mstep: Class 5 contains 216759 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127297 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 138440 members 
Mstep: Class 16 contains 25605 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19463 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059296.000000 Penalty: 43306.667969
Iteration 353Q: 14 clusters Score -7.00593e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 4 contains 83963 members 
Mstep: Class 5 contains 216773 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127264 members 
Mstep: Class 14 contains 38030 members 
Mstep: Class 15 contains 138461 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059216.000000 Penalty: 43306.667969
Iteration 354Q: 14 clusters Score -7.005922e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 4 contains 83964 members 
Mstep: Class 5 contains 216783 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127232 members 
Mstep: Class 14 contains 38027 members 
Mstep: Class 15 contains 138484 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19465 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059200.000000 Penalty: 43306.667969
Iteration 355Q: 14 clusters Score -7.00592e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83969 members 
Mstep: Class 5 contains 216788 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127202 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 138503 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19466 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059200.000000 Penalty: 43306.667969
Iteration 356Q: 14 clusters Score -7.00592e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83965 members 
Mstep: Class 5 contains 216802 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127177 members 
Mstep: Class 14 contains 38026 members 
Mstep: Class 15 contains 138519 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19469 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059192.000000 Penalty: 43306.667969
Iteration 357Q: 14 clusters Score -7.005919e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83966 members 
Mstep: Class 5 contains 216805 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127154 members 
Mstep: Class 14 contains 38025 members 
Mstep: Class 15 contains 138540 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19469 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059240.000000 Penalty: 43306.667969
Iteration 358Q: 14 clusters Score -7.005924e+07 nChanged 58
Entering ConstructFrom: 
Score: -70059240.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (10796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Entering Unmasked Estep 
Score: -1129079.500000 Penalty: 2303.158936
	Iteration 0F: 2 clusters Score -1129080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1120888.500000 Penalty: 4606.317871
	Iteration 0F: 3 clusters Score -1120888 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1123174.250000 Penalty: 4606.317871
	Iteration 1F: 3 clusters Score -1123174 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1123481.125000 Penalty: 4606.317871
	Iteration 2F: 3 clusters Score -1123481 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1123717.000000 Penalty: 4606.317871
	Iteration 3F: 3 clusters Score -1123717 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1123884.000000 Penalty: 4606.317871
	Iteration 4Q: 3 clusters Score -1123884 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1124022.625000 Penalty: 4606.317871
	Iteration 5Q: 3 clusters Score -1124023 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1124142.125000 Penalty: 4606.317871
	Iteration 6Q: 3 clusters Score -1124142 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1124268.250000 Penalty: 4606.317871
	Iteration 7Q: 3 clusters Score -1124268 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1124385.125000 Penalty: 4606.317871
	Iteration 8Q: 3 clusters Score -1124385 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1124493.125000 Penalty: 4606.317871
	Iteration 9Q: 3 clusters Score -1124493 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1124607.500000 Penalty: 4606.317871
	Iteration 10Q: 3 clusters Score -1124608 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1124720.750000 Penalty: 4606.317871
	Iteration 11Q: 3 clusters Score -1124721 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1124838.625000 Penalty: 4606.317871
	Iteration 12Q: 3 clusters Score -1124839 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1124980.500000 Penalty: 4606.317871
	Iteration 13Q: 3 clusters Score -1124980 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1125141.500000 Penalty: 4606.317871
	Iteration 14Q: 3 clusters Score -1125142 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1125313.125000 Penalty: 4606.317871
	Iteration 15Q: 3 clusters Score -1125313 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1125494.750000 Penalty: 4606.317871
	Iteration 16Q: 3 clusters Score -1125495 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1125708.625000 Penalty: 4606.317871
	Iteration 17Q: 3 clusters Score -1125709 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1125931.625000 Penalty: 4606.317871
	Iteration 18Q: 3 clusters Score -1125932 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1126180.000000 Penalty: 4606.317871
	Iteration 19Q: 3 clusters Score -1126180 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1126413.250000 Penalty: 4606.317871
	Iteration 20F: 3 clusters Score -1126413 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1126602.500000 Penalty: 4606.317871
	Iteration 21Q: 3 clusters Score -1126602 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1126717.000000 Penalty: 4606.317871
	Iteration 22Q: 3 clusters Score -1126717 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1126820.125000 Penalty: 4606.317871
	Iteration 23Q: 3 clusters Score -1126820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1126884.250000 Penalty: 4606.317871
	Iteration 24Q: 3 clusters Score -1126884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1126928.750000 Penalty: 4606.317871
	Iteration 25Q: 3 clusters Score -1126929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1126965.375000 Penalty: 4606.317871
	Iteration 26Q: 3 clusters Score -1126965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1126996.000000 Penalty: 4606.317871
	Iteration 27Q: 3 clusters Score -1126996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1127015.250000 Penalty: 4606.317871
	Iteration 28Q: 3 clusters Score -1127015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1127033.125000 Penalty: 4606.317871
	Iteration 29Q: 3 clusters Score -1127033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1127049.625000 Penalty: 4606.317871
	Iteration 30Q: 3 clusters Score -1127050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1127065.750000 Penalty: 4606.317871
	Iteration 31Q: 3 clusters Score -1127066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1127074.375000 Penalty: 4606.317871
	Iteration 32Q: 3 clusters Score -1127074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1127079.000000 Penalty: 4606.317871
	Iteration 33Q: 3 clusters Score -1127079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1127084.125000 Penalty: 4606.317871
	Iteration 34Q: 3 clusters Score -1127084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1127087.875000 Penalty: 4606.317871
	Iteration 35Q: 3 clusters Score -1127088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1127091.375000 Penalty: 4606.317871
	Iteration 36Q: 3 clusters Score -1127091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1127093.125000 Penalty: 4606.317871
	Iteration 37Q: 3 clusters Score -1127093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1127097.500000 Penalty: 4606.317871
	Iteration 38Q: 3 clusters Score -1127098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1127097.750000 Penalty: 4606.317871
	Iteration 39Q: 3 clusters Score -1127098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1127097.500000 Penalty: 4606.317871
	Iteration 40F: 3 clusters Score -1127098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1127097.875000 Penalty: 4606.317871
	Iteration 41Q: 3 clusters Score -1127098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1127098.500000 Penalty: 4606.317871
	Iteration 42Q: 3 clusters Score -1127098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1127099.750000 Penalty: 4606.317871
	Iteration 43Q: 3 clusters Score -1127100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1127101.375000 Penalty: 4606.317871
	Iteration 44Q: 3 clusters Score -1127101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1127100.375000 Penalty: 4606.317871
	Iteration 45Q: 3 clusters Score -1127100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1127102.750000 Penalty: 4606.317871
	Iteration 46Q: 3 clusters Score -1127103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1127102.500000 Penalty: 4606.317871
	Iteration 47Q: 3 clusters Score -1127102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1127104.875000 Penalty: 4606.317871
	Iteration 48Q: 3 clusters Score -1127105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1127106.875000 Penalty: 4606.317871
	Iteration 49Q: 3 clusters Score -1127107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1127107.375000 Penalty: 4606.317871
	Iteration 50Q: 3 clusters Score -1127107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1127107.250000 Penalty: 4606.317871
	Iteration 51Q: 3 clusters Score -1127107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1127110.125000 Penalty: 4606.317871
	Iteration 52Q: 3 clusters Score -1127110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1127112.500000 Penalty: 4606.317871
	Iteration 53Q: 3 clusters Score -1127112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1127114.500000 Penalty: 4606.317871
	Iteration 54Q: 3 clusters Score -1127114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1127117.625000 Penalty: 4606.317871
	Iteration 55Q: 3 clusters Score -1127118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1127118.750000 Penalty: 4606.317871
	Iteration 56Q: 3 clusters Score -1127119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1127122.625000 Penalty: 4606.317871
	Iteration 57Q: 3 clusters Score -1127123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1127121.875000 Penalty: 4606.317871
	Iteration 58Q: 3 clusters Score -1127122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1127122.750000 Penalty: 4606.317871
	Iteration 59Q: 3 clusters Score -1127123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1127123.125000 Penalty: 4606.317871
	Iteration 60F: 3 clusters Score -1127123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1127127.000000 Penalty: 4606.317871
	Iteration 61Q: 3 clusters Score -1127127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1127130.375000 Penalty: 4606.317871
	Iteration 62Q: 3 clusters Score -1127130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1127128.625000 Penalty: 4606.317871
	Iteration 63Q: 3 clusters Score -1127129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1127128.625000 Penalty: 4606.317871
	Iteration 64F: 3 clusters Score -1127129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (83968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Entering Unmasked Estep 
Score: -8859400.000000 Penalty: 2811.871338
	Iteration 0F: 2 clusters Score -8859400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8803250.000000 Penalty: 5623.742676
	Iteration 0F: 3 clusters Score -8803250 nChanged 39419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8825871.000000 Penalty: 5623.742676
	Iteration 1F: 3 clusters Score -8825871 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -8826870.000000 Penalty: 5623.742676
	Iteration 2Q: 3 clusters Score -8826870 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -8828243.000000 Penalty: 5623.742676
	Iteration 3Q: 3 clusters Score -8828243 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -8830239.000000 Penalty: 5623.742676
	Iteration 4Q: 3 clusters Score -8830239 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -8833384.000000 Penalty: 5623.742676
	Iteration 5F: 3 clusters Score -8833384 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -8837731.000000 Penalty: 5623.742676
	Iteration 6F: 3 clusters Score -8837731 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -8842543.000000 Penalty: 5623.742676
	Iteration 7F: 3 clusters Score -8842543 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -8846668.000000 Penalty: 5623.742676
	Iteration 8F: 3 clusters Score -8846668 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 69131 members 
Entering Unmasked Estep 
Score: -8849751.000000 Penalty: 5623.742676
	Iteration 9Q: 3 clusters Score -8849751 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -8851666.000000 Penalty: 5623.742676
	Iteration 10Q: 3 clusters Score -8851666 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -8852868.000000 Penalty: 5623.742676
	Iteration 11Q: 3 clusters Score -8852868 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 74161 members 
Entering Unmasked Estep 
Score: -8853669.000000 Penalty: 5623.742676
	Iteration 12Q: 3 clusters Score -8853669 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -8854285.000000 Penalty: 5623.742676
	Iteration 13Q: 3 clusters Score -8854285 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -8854746.000000 Penalty: 5623.742676
	Iteration 14Q: 3 clusters Score -8854746 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 77102 members 
Entering Unmasked Estep 
Score: -8855167.000000 Penalty: 5623.742676
	Iteration 15Q: 3 clusters Score -8855167 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -8855496.000000 Penalty: 5623.742676
	Iteration 16Q: 3 clusters Score -8855496 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -8855778.000000 Penalty: 5623.742676
	Iteration 17Q: 3 clusters Score -8855778 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -8856088.000000 Penalty: 5623.742676
	Iteration 18Q: 3 clusters Score -8856088 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -8856287.000000 Penalty: 5623.742676
	Iteration 19Q: 3 clusters Score -8856287 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -8856445.000000 Penalty: 5623.742676
	Iteration 20F: 3 clusters Score -8856445 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -8856563.000000 Penalty: 5623.742676
	Iteration 21Q: 3 clusters Score -8856563 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -8856645.000000 Penalty: 5623.742676
	Iteration 22Q: 3 clusters Score -8856645 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -8856696.000000 Penalty: 5623.742676
	Iteration 23Q: 3 clusters Score -8856696 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 81093 members 
Entering Unmasked Estep 
Score: -8856740.000000 Penalty: 5623.742676
	Iteration 24Q: 3 clusters Score -8856740 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -8856782.000000 Penalty: 5623.742676
	Iteration 25Q: 3 clusters Score -8856782 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -8856824.000000 Penalty: 5623.742676
	Iteration 26Q: 3 clusters Score -8856824 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -8856865.000000 Penalty: 5623.742676
	Iteration 27Q: 3 clusters Score -8856865 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -8856921.000000 Penalty: 5623.742676
	Iteration 28Q: 3 clusters Score -8856921 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 81798 members 
Entering Unmasked Estep 
Score: -8856958.000000 Penalty: 5623.742676
	Iteration 29Q: 3 clusters Score -8856958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -8856992.000000 Penalty: 5623.742676
	Iteration 30Q: 3 clusters Score -8856992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -8857010.000000 Penalty: 5623.742676
	Iteration 31Q: 3 clusters Score -8857010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -8857038.000000 Penalty: 5623.742676
	Iteration 32Q: 3 clusters Score -8857038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -8857052.000000 Penalty: 5623.742676
	Iteration 33Q: 3 clusters Score -8857052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -8857074.000000 Penalty: 5623.742676
	Iteration 34Q: 3 clusters Score -8857074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -8857069.000000 Penalty: 5623.742676
	Iteration 35Q: 3 clusters Score -8857069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 82216 members 
Entering Unmasked Estep 
Score: -8857085.000000 Penalty: 5623.742676
	Iteration 36Q: 3 clusters Score -8857085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -8857104.000000 Penalty: 5623.742676
	Iteration 37Q: 3 clusters Score -8857104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -8857111.000000 Penalty: 5623.742676
	Iteration 38Q: 3 clusters Score -8857111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -8857117.000000 Penalty: 5623.742676
	Iteration 39Q: 3 clusters Score -8857117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -8857134.000000 Penalty: 5623.742676
	Iteration 40F: 3 clusters Score -8857134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -8857129.000000 Penalty: 5623.742676
	Iteration 41Q: 3 clusters Score -8857129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -8857146.000000 Penalty: 5623.742676
	Iteration 42Q: 3 clusters Score -8857146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -8857157.000000 Penalty: 5623.742676
	Iteration 43Q: 3 clusters Score -8857157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -8857149.000000 Penalty: 5623.742676
	Iteration 44Q: 3 clusters Score -8857149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -8857166.000000 Penalty: 5623.742676
	Iteration 45Q: 3 clusters Score -8857166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -8857168.000000 Penalty: 5623.742676
	Iteration 46Q: 3 clusters Score -8857168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -8857178.000000 Penalty: 5623.742676
	Iteration 47Q: 3 clusters Score -8857178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -8857179.000000 Penalty: 5623.742676
	Iteration 48Q: 3 clusters Score -8857179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
Score: -8857175.000000 Penalty: 5623.742676
	Iteration 49Q: 3 clusters Score -8857175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -8857173.000000 Penalty: 5623.742676
	Iteration 50Q: 3 clusters Score -8857173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -8857189.000000 Penalty: 5623.742676
	Iteration 51Q: 3 clusters Score -8857189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 82607 members 
Entering Unmasked Estep 
Score: -8857199.000000 Penalty: 5623.742676
	Iteration 52Q: 3 clusters Score -8857199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -8857204.000000 Penalty: 5623.742676
	Iteration 53Q: 3 clusters Score -8857204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -8857218.000000 Penalty: 5623.742676
	Iteration 54Q: 3 clusters Score -8857218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -8857209.000000 Penalty: 5623.742676
	Iteration 55Q: 3 clusters Score -8857209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -8857208.000000 Penalty: 5623.742676
	Iteration 56Q: 3 clusters Score -8857208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -8857207.000000 Penalty: 5623.742676
	Iteration 57Q: 3 clusters Score -8857207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -8857206.000000 Penalty: 5623.742676
	Iteration 58Q: 3 clusters Score -8857206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -8857210.000000 Penalty: 5623.742676
	Iteration 59Q: 3 clusters Score -8857210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -8857210.000000 Penalty: 5623.742676
	Iteration 60F: 3 clusters Score -8857210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216804 members 
Entering Unmasked Estep 
Score: -22658268.000000 Penalty: 3047.113770
	Iteration 0F: 2 clusters Score -2.265827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -22521316.000000 Penalty: 6094.227539
	Iteration 0F: 3 clusters Score -2.252132e+07 nChanged 104516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -22582830.000000 Penalty: 6094.227539
	Iteration 1F: 3 clusters Score -2.258283e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -22583608.000000 Penalty: 6094.227539
	Iteration 2Q: 3 clusters Score -2.258361e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118621 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -22584876.000000 Penalty: 6094.227539
	Iteration 3Q: 3 clusters Score -2.258488e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124129 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -22586768.000000 Penalty: 6094.227539
	Iteration 4Q: 3 clusters Score -2.258677e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132490 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -22589900.000000 Penalty: 6094.227539
	Iteration 5Q: 3 clusters Score -2.25899e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144634 members 
Mstep: Class 2 contains 72170 members 
Entering Unmasked Estep 
Score: -22595970.000000 Penalty: 6094.227539
	Iteration 6F: 3 clusters Score -2.259597e+07 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160905 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -22606840.000000 Penalty: 6094.227539
	Iteration 7F: 3 clusters Score -2.260684e+07 nChanged 19475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180334 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -22623952.000000 Penalty: 6094.227539
	Iteration 8F: 3 clusters Score -2.262395e+07 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198441 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -22642672.000000 Penalty: 6094.227539
	Iteration 9F: 3 clusters Score -2.264267e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210057 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -22651160.000000 Penalty: 6094.227539
	Iteration 10F: 3 clusters Score -2.265116e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214587 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -22654230.000000 Penalty: 6094.227539
	Iteration 11Q: 3 clusters Score -2.265423e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215914 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -22655332.000000 Penalty: 6094.227539
	Iteration 12Q: 3 clusters Score -2.265533e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216307 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22655716.000000 Penalty: 6094.227539
	Iteration 13Q: 3 clusters Score -2.265572e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216420 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22655876.000000 Penalty: 6094.227539
	Iteration 14Q: 3 clusters Score -2.265588e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216451 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22655978.000000 Penalty: 6094.227539
	Iteration 15Q: 3 clusters Score -2.265598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216460 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -22656036.000000 Penalty: 6094.227539
	Iteration 16Q: 3 clusters Score -2.265604e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216466 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -22656082.000000 Penalty: 6094.227539
	Iteration 17Q: 3 clusters Score -2.265608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216463 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22656132.000000 Penalty: 6094.227539
	Iteration 18Q: 3 clusters Score -2.265613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216473 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22656168.000000 Penalty: 6094.227539
	Iteration 19Q: 3 clusters Score -2.265617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216469 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22656170.000000 Penalty: 6094.227539
	Iteration 20F: 3 clusters Score -2.265617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216462 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22656196.000000 Penalty: 6094.227539
	Iteration 21Q: 3 clusters Score -2.26562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216459 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22656194.000000 Penalty: 6094.227539
	Iteration 22Q: 3 clusters Score -2.265619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216459 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22656206.000000 Penalty: 6094.227539
	Iteration 23Q: 3 clusters Score -2.265621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216458 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22656208.000000 Penalty: 6094.227539
	Iteration 24Q: 3 clusters Score -2.265621e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216458 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22656208.000000 Penalty: 6094.227539
	Iteration 25F: 3 clusters Score -2.265621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -170665.234375 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -170665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -168188.343750 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -168188.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -169393.187500 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -169393.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -170613.718750 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -170613.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -171271.968750 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -171272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -171754.359375 Penalty: 3743.299316
	Iteration 4F: 3 clusters Score -171754.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171886.281250 Penalty: 3743.299316
	Iteration 5Q: 3 clusters Score -171886.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -171913.890625 Penalty: 3743.299316
	Iteration 6Q: 3 clusters Score -171913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171922.015625 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -171922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -171926.796875 Penalty: 3743.299316
	Iteration 8Q: 3 clusters Score -171926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -171931.093750 Penalty: 3743.299316
	Iteration 9Q: 3 clusters Score -171931.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -171933.625000 Penalty: 3743.299316
	Iteration 10Q: 3 clusters Score -171933.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -171935.093750 Penalty: 3743.299316
	Iteration 11Q: 3 clusters Score -171935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -171935.093750 Penalty: 3743.299316
	Iteration 12F: 3 clusters Score -171935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 4 contains 83968 members 
Mstep: Class 5 contains 216804 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127127 members 
Mstep: Class 14 contains 38024 members 
Mstep: Class 15 contains 138565 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
Score: -70059000.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70059240.000000 to -70059000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Entering Unmasked Estep 
Score: -829511.625000 Penalty: 2237.476074
	Iteration 0F: 2 clusters Score -829511.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -822986.000000 Penalty: 4474.952148
	Iteration 0F: 3 clusters Score -822986 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -825156.750000 Penalty: 4474.952148
	Iteration 1F: 3 clusters Score -825156.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -825781.812500 Penalty: 4474.952148
	Iteration 2F: 3 clusters Score -825781.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -826443.187500 Penalty: 4474.952148
	Iteration 3F: 3 clusters Score -826443.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -827050.500000 Penalty: 4474.952148
	Iteration 4F: 3 clusters Score -827050.5 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -827611.625000 Penalty: 4474.952148
	Iteration 5F: 3 clusters Score -827611.6 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -828045.125000 Penalty: 4474.952148
	Iteration 6F: 3 clusters Score -828045.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -828311.812500 Penalty: 4474.952148
	Iteration 7Q: 3 clusters Score -828311.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -828493.187500 Penalty: 4474.952148
	Iteration 8Q: 3 clusters Score -828493.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -828580.437500 Penalty: 4474.952148
	Iteration 9Q: 3 clusters Score -828580.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -828617.562500 Penalty: 4474.952148
	Iteration 10Q: 3 clusters Score -828617.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -828642.437500 Penalty: 4474.952148
	Iteration 11Q: 3 clusters Score -828642.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -828665.375000 Penalty: 4474.952148
	Iteration 12Q: 3 clusters Score -828665.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -828686.625000 Penalty: 4474.952148
	Iteration 13Q: 3 clusters Score -828686.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -828697.625000 Penalty: 4474.952148
	Iteration 14Q: 3 clusters Score -828697.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -828707.125000 Penalty: 4474.952148
	Iteration 15Q: 3 clusters Score -828707.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -828712.875000 Penalty: 4474.952148
	Iteration 16Q: 3 clusters Score -828712.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -828718.375000 Penalty: 4474.952148
	Iteration 17Q: 3 clusters Score -828718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -828722.812500 Penalty: 4474.952148
	Iteration 18Q: 3 clusters Score -828722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -828725.937500 Penalty: 4474.952148
	Iteration 19Q: 3 clusters Score -828725.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -828729.750000 Penalty: 4474.952148
	Iteration 20F: 3 clusters Score -828729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -828728.500000 Penalty: 4474.952148
	Iteration 21Q: 3 clusters Score -828728.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -828730.250000 Penalty: 4474.952148
	Iteration 22Q: 3 clusters Score -828730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -828732.937500 Penalty: 4474.952148
	Iteration 23Q: 3 clusters Score -828732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -828734.750000 Penalty: 4474.952148
	Iteration 24Q: 3 clusters Score -828734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -828732.750000 Penalty: 4474.952148
	Iteration 25Q: 3 clusters Score -828732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -828734.125000 Penalty: 4474.952148
	Iteration 26Q: 3 clusters Score -828734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -828733.625000 Penalty: 4474.952148
	Iteration 27Q: 3 clusters Score -828733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -828736.125000 Penalty: 4474.952148
	Iteration 28Q: 3 clusters Score -828736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -828735.562500 Penalty: 4474.952148
	Iteration 29Q: 3 clusters Score -828735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -828736.812500 Penalty: 4474.952148
	Iteration 30Q: 3 clusters Score -828736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -828736.937500 Penalty: 4474.952148
	Iteration 31Q: 3 clusters Score -828736.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -828736.937500 Penalty: 4474.952148
	Iteration 32F: 3 clusters Score -828736.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (127127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127127 members 
Entering Unmasked Estep 
Score: -13305203.000000 Penalty: 2914.729736
	Iteration 0F: 2 clusters Score -1.33052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 63474 members 
Entering Unmasked Estep 
Score: -13220121.000000 Penalty: 5829.459473
	Iteration 0F: 3 clusters Score -1.322012e+07 nChanged 60609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -13255050.000000 Penalty: 5829.459473
	Iteration 1F: 3 clusters Score -1.325505e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66873 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -13255833.000000 Penalty: 5829.459473
	Iteration 2Q: 3 clusters Score -1.325583e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -13256819.000000 Penalty: 5829.459473
	Iteration 3Q: 3 clusters Score -1.325682e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -13258304.000000 Penalty: 5829.459473
	Iteration 4Q: 3 clusters Score -1.32583e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -13260708.000000 Penalty: 5829.459473
	Iteration 5Q: 3 clusters Score -1.326071e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82597 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -13264798.000000 Penalty: 5829.459473
	Iteration 6F: 3 clusters Score -1.32648e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91257 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -13271333.000000 Penalty: 5829.459473
	Iteration 7F: 3 clusters Score -1.327133e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -13280287.000000 Penalty: 5829.459473
	Iteration 8F: 3 clusters Score -1.328029e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111002 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -13289770.000000 Penalty: 5829.459473
	Iteration 9F: 3 clusters Score -1.328977e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117786 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -13296550.000000 Penalty: 5829.459473
	Iteration 10F: 3 clusters Score -1.329655e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121280 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -13300145.000000 Penalty: 5829.459473
	Iteration 11Q: 3 clusters Score -1.330014e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122826 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -13301609.000000 Penalty: 5829.459473
	Iteration 12Q: 3 clusters Score -1.330161e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123605 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -13302278.000000 Penalty: 5829.459473
	Iteration 13Q: 3 clusters Score -1.330228e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124108 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -13302642.000000 Penalty: 5829.459473
	Iteration 14Q: 3 clusters Score -1.330264e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124423 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -13302818.000000 Penalty: 5829.459473
	Iteration 15Q: 3 clusters Score -1.330282e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124654 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -13302936.000000 Penalty: 5829.459473
	Iteration 16Q: 3 clusters Score -1.330294e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124844 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -13302996.000000 Penalty: 5829.459473
	Iteration 17Q: 3 clusters Score -1.3303e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124985 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -13303057.000000 Penalty: 5829.459473
	Iteration 18Q: 3 clusters Score -1.330306e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125093 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -13303063.000000 Penalty: 5829.459473
	Iteration 19Q: 3 clusters Score -1.330306e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125162 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13303085.000000 Penalty: 5829.459473
	Iteration 20F: 3 clusters Score -1.330308e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125229 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -13303098.000000 Penalty: 5829.459473
	Iteration 21Q: 3 clusters Score -1.33031e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125274 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -13303104.000000 Penalty: 5829.459473
	Iteration 22Q: 3 clusters Score -1.33031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125316 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -13303135.000000 Penalty: 5829.459473
	Iteration 23Q: 3 clusters Score -1.330314e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125353 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13303141.000000 Penalty: 5829.459473
	Iteration 24Q: 3 clusters Score -1.330314e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -13303170.000000 Penalty: 5829.459473
	Iteration 25Q: 3 clusters Score -1.330317e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13303196.000000 Penalty: 5829.459473
	Iteration 26Q: 3 clusters Score -1.33032e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125454 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13303204.000000 Penalty: 5829.459473
	Iteration 27Q: 3 clusters Score -1.33032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -13303196.000000 Penalty: 5829.459473
	Iteration 28Q: 3 clusters Score -1.33032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125507 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -13303206.000000 Penalty: 5829.459473
	Iteration 29Q: 3 clusters Score -1.330321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125527 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -13303232.000000 Penalty: 5829.459473
	Iteration 30Q: 3 clusters Score -1.330323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125538 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -13303238.000000 Penalty: 5829.459473
	Iteration 31Q: 3 clusters Score -1.330324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -13303238.000000 Penalty: 5829.459473
	Iteration 32Q: 3 clusters Score -1.330324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125568 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13303277.000000 Penalty: 5829.459473
	Iteration 33Q: 3 clusters Score -1.330328e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125595 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13303270.000000 Penalty: 5829.459473
	Iteration 34Q: 3 clusters Score -1.330327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125617 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -13303283.000000 Penalty: 5829.459473
	Iteration 35Q: 3 clusters Score -1.330328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125640 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -13303284.000000 Penalty: 5829.459473
	Iteration 36Q: 3 clusters Score -1.330328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125657 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -13303278.000000 Penalty: 5829.459473
	Iteration 37Q: 3 clusters Score -1.330328e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13303292.000000 Penalty: 5829.459473
	Iteration 38Q: 3 clusters Score -1.330329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125691 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13303304.000000 Penalty: 5829.459473
	Iteration 39Q: 3 clusters Score -1.33033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -13303308.000000 Penalty: 5829.459473
	Iteration 40F: 3 clusters Score -1.330331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125716 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13303300.000000 Penalty: 5829.459473
	Iteration 41Q: 3 clusters Score -1.33033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125726 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -13303321.000000 Penalty: 5829.459473
	Iteration 42Q: 3 clusters Score -1.330332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13303333.000000 Penalty: 5829.459473
	Iteration 43Q: 3 clusters Score -1.330333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125745 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13303343.000000 Penalty: 5829.459473
	Iteration 44Q: 3 clusters Score -1.330334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125752 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -13303348.000000 Penalty: 5829.459473
	Iteration 45Q: 3 clusters Score -1.330335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125760 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -13303340.000000 Penalty: 5829.459473
	Iteration 46Q: 3 clusters Score -1.330334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125764 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13303342.000000 Penalty: 5829.459473
	Iteration 47Q: 3 clusters Score -1.330334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125769 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13303359.000000 Penalty: 5829.459473
	Iteration 48Q: 3 clusters Score -1.330336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125779 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13303375.000000 Penalty: 5829.459473
	Iteration 49Q: 3 clusters Score -1.330338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125786 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -13303363.000000 Penalty: 5829.459473
	Iteration 50Q: 3 clusters Score -1.330336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13303367.000000 Penalty: 5829.459473
	Iteration 51Q: 3 clusters Score -1.330337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125773 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -13303371.000000 Penalty: 5829.459473
	Iteration 52Q: 3 clusters Score -1.330337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13303378.000000 Penalty: 5829.459473
	Iteration 53Q: 3 clusters Score -1.330338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -13303373.000000 Penalty: 5829.459473
	Iteration 54Q: 3 clusters Score -1.330337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125778 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13303383.000000 Penalty: 5829.459473
	Iteration 55Q: 3 clusters Score -1.330338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125783 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13303379.000000 Penalty: 5829.459473
	Iteration 56Q: 3 clusters Score -1.330338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125790 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13303383.000000 Penalty: 5829.459473
	Iteration 57Q: 3 clusters Score -1.330338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13303394.000000 Penalty: 5829.459473
	Iteration 58Q: 3 clusters Score -1.330339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125791 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -13303409.000000 Penalty: 5829.459473
	Iteration 59Q: 3 clusters Score -1.330341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125792 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -13303408.000000 Penalty: 5829.459473
	Iteration 60F: 3 clusters Score -1.330341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125793 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13303423.000000 Penalty: 5829.459473
	Iteration 61Q: 3 clusters Score -1.330342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13303421.000000 Penalty: 5829.459473
	Iteration 62Q: 3 clusters Score -1.330342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13303425.000000 Penalty: 5829.459473
	Iteration 63Q: 3 clusters Score -1.330342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125798 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -13303417.000000 Penalty: 5829.459473
	Iteration 64Q: 3 clusters Score -1.330342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125802 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -13303422.000000 Penalty: 5829.459473
	Iteration 65Q: 3 clusters Score -1.330342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125807 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -13303433.000000 Penalty: 5829.459473
	Iteration 66Q: 3 clusters Score -1.330343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13303438.000000 Penalty: 5829.459473
	Iteration 67Q: 3 clusters Score -1.330344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13303440.000000 Penalty: 5829.459473
	Iteration 68Q: 3 clusters Score -1.330344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125811 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13303431.000000 Penalty: 5829.459473
	Iteration 69Q: 3 clusters Score -1.330343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13303432.000000 Penalty: 5829.459473
	Iteration 70Q: 3 clusters Score -1.330343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13303423.000000 Penalty: 5829.459473
	Iteration 71Q: 3 clusters Score -1.330342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13303433.000000 Penalty: 5829.459473
	Iteration 72Q: 3 clusters Score -1.330343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -13303442.000000 Penalty: 5829.459473
	Iteration 73Q: 3 clusters Score -1.330344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13303437.000000 Penalty: 5829.459473
	Iteration 74Q: 3 clusters Score -1.330344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125812 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13303437.000000 Penalty: 5829.459473
	Iteration 75F: 3 clusters Score -1.330344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Entering Unmasked Estep 
Score: -3900107.500000 Penalty: 2615.401367
	Iteration 0F: 2 clusters Score -3900108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3874267.500000 Penalty: 5230.802734
	Iteration 0F: 3 clusters Score -3874268 nChanged 17423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3883698.000000 Penalty: 5230.802734
	Iteration 1F: 3 clusters Score -3883698 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3884133.500000 Penalty: 5230.802734
	Iteration 2Q: 3 clusters Score -3884134 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3884589.500000 Penalty: 5230.802734
	Iteration 3Q: 3 clusters Score -3884590 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3885106.750000 Penalty: 5230.802734
	Iteration 4Q: 3 clusters Score -3885107 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3885825.500000 Penalty: 5230.802734
	Iteration 5Q: 3 clusters Score -3885826 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3886913.250000 Penalty: 5230.802734
	Iteration 6F: 3 clusters Score -3886913 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3888515.250000 Penalty: 5230.802734
	Iteration 7F: 3 clusters Score -3888515 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -3890696.000000 Penalty: 5230.802734
	Iteration 8F: 3 clusters Score -3890696 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3893093.750000 Penalty: 5230.802734
	Iteration 9F: 3 clusters Score -3893094 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3895289.250000 Penalty: 5230.802734
	Iteration 10F: 3 clusters Score -3895289 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3896697.000000 Penalty: 5230.802734
	Iteration 11Q: 3 clusters Score -3896697 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3897302.750000 Penalty: 5230.802734
	Iteration 12Q: 3 clusters Score -3897303 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3897564.750000 Penalty: 5230.802734
	Iteration 13Q: 3 clusters Score -3897565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3897671.000000 Penalty: 5230.802734
	Iteration 14Q: 3 clusters Score -3897671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3897722.500000 Penalty: 5230.802734
	Iteration 15Q: 3 clusters Score -3897722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3897760.000000 Penalty: 5230.802734
	Iteration 16Q: 3 clusters Score -3897760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3897786.500000 Penalty: 5230.802734
	Iteration 17Q: 3 clusters Score -3897786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3897792.250000 Penalty: 5230.802734
	Iteration 18Q: 3 clusters Score -3897792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3897796.500000 Penalty: 5230.802734
	Iteration 19Q: 3 clusters Score -3897796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3897799.250000 Penalty: 5230.802734
	Iteration 20F: 3 clusters Score -3897799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3897800.500000 Penalty: 5230.802734
	Iteration 21Q: 3 clusters Score -3897800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3897798.500000 Penalty: 5230.802734
	Iteration 22Q: 3 clusters Score -3897798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3897801.000000 Penalty: 5230.802734
	Iteration 23Q: 3 clusters Score -3897801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3897805.500000 Penalty: 5230.802734
	Iteration 24Q: 3 clusters Score -3897806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3897805.500000 Penalty: 5230.802734
	Iteration 25F: 3 clusters Score -3897806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (138565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138565 members 
Entering Unmasked Estep 
Score: -14539213.000000 Penalty: 2936.095703
	Iteration 0F: 2 clusters Score -1.453921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -14447584.000000 Penalty: 5872.191406
	Iteration 0F: 3 clusters Score -1.444758e+07 nChanged 66030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 70480 members 
Entering Unmasked Estep 
Score: -14486452.000000 Penalty: 5872.191406
	Iteration 1F: 3 clusters Score -1.448645e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -14487805.000000 Penalty: 5872.191406
	Iteration 2Q: 3 clusters Score -1.44878e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 72261 members 
Entering Unmasked Estep 
Score: -14489506.000000 Penalty: 5872.191406
	Iteration 3Q: 3 clusters Score -1.448951e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -14491817.000000 Penalty: 5872.191406
	Iteration 4Q: 3 clusters Score -1.449182e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -14495102.000000 Penalty: 5872.191406
	Iteration 5Q: 3 clusters Score -1.44951e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -14500050.000000 Penalty: 5872.191406
	Iteration 6F: 3 clusters Score -1.450005e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -14505937.000000 Penalty: 5872.191406
	Iteration 7F: 3 clusters Score -1.450594e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -14511480.000000 Penalty: 5872.191406
	Iteration 8F: 3 clusters Score -1.451148e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
Score: -14515704.000000 Penalty: 5872.191406
	Iteration 9F: 3 clusters Score -1.45157e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -14517698.000000 Penalty: 5872.191406
	Iteration 10Q: 3 clusters Score -1.45177e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -14518599.000000 Penalty: 5872.191406
	Iteration 11Q: 3 clusters Score -1.45186e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -14519169.000000 Penalty: 5872.191406
	Iteration 12Q: 3 clusters Score -1.451917e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -14519491.000000 Penalty: 5872.191406
	Iteration 13Q: 3 clusters Score -1.451949e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 89538 members 
Entering Unmasked Estep 
Score: -14519747.000000 Penalty: 5872.191406
	Iteration 14Q: 3 clusters Score -1.451975e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -14519931.000000 Penalty: 5872.191406
	Iteration 15Q: 3 clusters Score -1.451993e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -14520134.000000 Penalty: 5872.191406
	Iteration 16Q: 3 clusters Score -1.452013e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -14520402.000000 Penalty: 5872.191406
	Iteration 17Q: 3 clusters Score -1.45204e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 93110 members 
Entering Unmasked Estep 
Score: -14520642.000000 Penalty: 5872.191406
	Iteration 18Q: 3 clusters Score -1.452064e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -14520814.000000 Penalty: 5872.191406
	Iteration 19Q: 3 clusters Score -1.452081e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 95086 members 
Entering Unmasked Estep 
Score: -14520993.000000 Penalty: 5872.191406
	Iteration 20F: 3 clusters Score -1.452099e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -14521224.000000 Penalty: 5872.191406
	Iteration 21Q: 3 clusters Score -1.452122e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -14521457.000000 Penalty: 5872.191406
	Iteration 22Q: 3 clusters Score -1.452146e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -14521758.000000 Penalty: 5872.191406
	Iteration 23Q: 3 clusters Score -1.452176e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 99998 members 
Entering Unmasked Estep 
Score: -14522148.000000 Penalty: 5872.191406
	Iteration 24Q: 3 clusters Score -1.452215e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -14522562.000000 Penalty: 5872.191406
	Iteration 25Q: 3 clusters Score -1.452256e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 103117 members 
Entering Unmasked Estep 
Score: -14522894.000000 Penalty: 5872.191406
	Iteration 26Q: 3 clusters Score -1.452289e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 104895 members 
Entering Unmasked Estep 
Score: -14523453.000000 Penalty: 5872.191406
	Iteration 27Q: 3 clusters Score -1.452345e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -14524005.000000 Penalty: 5872.191406
	Iteration 28Q: 3 clusters Score -1.4524e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 108862 members 
Entering Unmasked Estep 
Score: -14524670.000000 Penalty: 5872.191406
	Iteration 29Q: 3 clusters Score -1.452467e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 111102 members 
Entering Unmasked Estep 
Score: -14525470.000000 Penalty: 5872.191406
	Iteration 30Q: 3 clusters Score -1.452547e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -14526251.000000 Penalty: 5872.191406
	Iteration 31Q: 3 clusters Score -1.452625e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 115720 members 
Entering Unmasked Estep 
Score: -14527205.000000 Penalty: 5872.191406
	Iteration 32Q: 3 clusters Score -1.45272e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 118015 members 
Entering Unmasked Estep 
Score: -14528232.000000 Penalty: 5872.191406
	Iteration 33Q: 3 clusters Score -1.452823e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 120334 members 
Entering Unmasked Estep 
Score: -14529273.000000 Penalty: 5872.191406
	Iteration 34Q: 3 clusters Score -1.452927e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -14530375.000000 Penalty: 5872.191406
	Iteration 35Q: 3 clusters Score -1.453038e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 124571 members 
Entering Unmasked Estep 
Score: -14531484.000000 Penalty: 5872.191406
	Iteration 36Q: 3 clusters Score -1.453148e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 126426 members 
Entering Unmasked Estep 
Score: -14532560.000000 Penalty: 5872.191406
	Iteration 37Q: 3 clusters Score -1.453256e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -14533431.000000 Penalty: 5872.191406
	Iteration 38Q: 3 clusters Score -1.453343e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -14533991.000000 Penalty: 5872.191406
	Iteration 39Q: 3 clusters Score -1.453399e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 130262 members 
Entering Unmasked Estep 
Score: -14534561.000000 Penalty: 5872.191406
	Iteration 40F: 3 clusters Score -1.453456e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 131206 members 
Entering Unmasked Estep 
Score: -14534999.000000 Penalty: 5872.191406
	Iteration 41Q: 3 clusters Score -1.4535e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 132025 members 
Entering Unmasked Estep 
Score: -14535312.000000 Penalty: 5872.191406
	Iteration 42Q: 3 clusters Score -1.453531e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 132731 members 
Entering Unmasked Estep 
Score: -14535598.000000 Penalty: 5872.191406
	Iteration 43Q: 3 clusters Score -1.45356e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 133315 members 
Entering Unmasked Estep 
Score: -14535810.000000 Penalty: 5872.191406
	Iteration 44Q: 3 clusters Score -1.453581e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -14535928.000000 Penalty: 5872.191406
	Iteration 45Q: 3 clusters Score -1.453593e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 134215 members 
Entering Unmasked Estep 
Score: -14536117.000000 Penalty: 5872.191406
	Iteration 46Q: 3 clusters Score -1.453612e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 134590 members 
Entering Unmasked Estep 
Score: -14536259.000000 Penalty: 5872.191406
	Iteration 47Q: 3 clusters Score -1.453626e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 134936 members 
Entering Unmasked Estep 
Score: -14536353.000000 Penalty: 5872.191406
	Iteration 48Q: 3 clusters Score -1.453635e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 135216 members 
Entering Unmasked Estep 
Score: -14536426.000000 Penalty: 5872.191406
	Iteration 49Q: 3 clusters Score -1.453643e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 135446 members 
Entering Unmasked Estep 
Score: -14536501.000000 Penalty: 5872.191406
	Iteration 50Q: 3 clusters Score -1.45365e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -14536580.000000 Penalty: 5872.191406
	Iteration 51Q: 3 clusters Score -1.453658e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 135795 members 
Entering Unmasked Estep 
Score: -14536650.000000 Penalty: 5872.191406
	Iteration 52Q: 3 clusters Score -1.453665e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 135960 members 
Entering Unmasked Estep 
Score: -14536731.000000 Penalty: 5872.191406
	Iteration 53Q: 3 clusters Score -1.453673e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 136105 members 
Entering Unmasked Estep 
Score: -14536748.000000 Penalty: 5872.191406
	Iteration 54Q: 3 clusters Score -1.453675e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 136223 members 
Entering Unmasked Estep 
Score: -14536753.000000 Penalty: 5872.191406
	Iteration 55Q: 3 clusters Score -1.453675e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 136302 members 
Entering Unmasked Estep 
Score: -14536794.000000 Penalty: 5872.191406
	Iteration 56Q: 3 clusters Score -1.453679e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -14536793.000000 Penalty: 5872.191406
	Iteration 57Q: 3 clusters Score -1.453679e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 136431 members 
Entering Unmasked Estep 
Score: -14536797.000000 Penalty: 5872.191406
	Iteration 58Q: 3 clusters Score -1.45368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 136473 members 
Entering Unmasked Estep 
Score: -14536829.000000 Penalty: 5872.191406
	Iteration 59Q: 3 clusters Score -1.453683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 136507 members 
Entering Unmasked Estep 
Score: -14536828.000000 Penalty: 5872.191406
	Iteration 60F: 3 clusters Score -1.453683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -14536834.000000 Penalty: 5872.191406
	Iteration 61Q: 3 clusters Score -1.453683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -14536837.000000 Penalty: 5872.191406
	Iteration 62Q: 3 clusters Score -1.453684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 136589 members 
Entering Unmasked Estep 
Score: -14536859.000000 Penalty: 5872.191406
	Iteration 63Q: 3 clusters Score -1.453686e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 136620 members 
Entering Unmasked Estep 
Score: -14536868.000000 Penalty: 5872.191406
	Iteration 64Q: 3 clusters Score -1.453687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 136644 members 
Entering Unmasked Estep 
Score: -14536875.000000 Penalty: 5872.191406
	Iteration 65Q: 3 clusters Score -1.453688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 136663 members 
Entering Unmasked Estep 
Score: -14536876.000000 Penalty: 5872.191406
	Iteration 66Q: 3 clusters Score -1.453688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 136682 members 
Entering Unmasked Estep 
Score: -14536888.000000 Penalty: 5872.191406
	Iteration 67Q: 3 clusters Score -1.453689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 136689 members 
Entering Unmasked Estep 
Score: -14536897.000000 Penalty: 5872.191406
	Iteration 68Q: 3 clusters Score -1.45369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 136697 members 
Entering Unmasked Estep 
Score: -14536886.000000 Penalty: 5872.191406
	Iteration 69Q: 3 clusters Score -1.453689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 136707 members 
Entering Unmasked Estep 
Score: -14536893.000000 Penalty: 5872.191406
	Iteration 70Q: 3 clusters Score -1.453689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 136719 members 
Entering Unmasked Estep 
Score: -14536891.000000 Penalty: 5872.191406
	Iteration 71Q: 3 clusters Score -1.453689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -14536908.000000 Penalty: 5872.191406
	Iteration 72Q: 3 clusters Score -1.453691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -14536906.000000 Penalty: 5872.191406
	Iteration 73Q: 3 clusters Score -1.453691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 136755 members 
Entering Unmasked Estep 
Score: -14536910.000000 Penalty: 5872.191406
	Iteration 74Q: 3 clusters Score -1.453691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 136764 members 
Entering Unmasked Estep 
Score: -14536901.000000 Penalty: 5872.191406
	Iteration 75Q: 3 clusters Score -1.45369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -14536910.000000 Penalty: 5872.191406
	Iteration 76Q: 3 clusters Score -1.453691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 136789 members 
Entering Unmasked Estep 
Score: -14536915.000000 Penalty: 5872.191406
	Iteration 77Q: 3 clusters Score -1.453692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -14536935.000000 Penalty: 5872.191406
	Iteration 78Q: 3 clusters Score -1.453694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 136808 members 
Entering Unmasked Estep 
Score: -14536941.000000 Penalty: 5872.191406
	Iteration 79Q: 3 clusters Score -1.453694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -14536930.000000 Penalty: 5872.191406
	Iteration 80F: 3 clusters Score -1.453693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 136827 members 
Entering Unmasked Estep 
Score: -14536938.000000 Penalty: 5872.191406
	Iteration 81Q: 3 clusters Score -1.453694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -14536942.000000 Penalty: 5872.191406
	Iteration 82Q: 3 clusters Score -1.453694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 136847 members 
Entering Unmasked Estep 
Score: -14536935.000000 Penalty: 5872.191406
	Iteration 83Q: 3 clusters Score -1.453694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 136858 members 
Entering Unmasked Estep 
Score: -14536921.000000 Penalty: 5872.191406
	Iteration 84Q: 3 clusters Score -1.453692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 136868 members 
Entering Unmasked Estep 
Score: -14536924.000000 Penalty: 5872.191406
	Iteration 85Q: 3 clusters Score -1.453692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 136880 members 
Entering Unmasked Estep 
Score: -14536945.000000 Penalty: 5872.191406
	Iteration 86Q: 3 clusters Score -1.453694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 136888 members 
Entering Unmasked Estep 
Score: -14536945.000000 Penalty: 5872.191406
	Iteration 87Q: 3 clusters Score -1.453694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 136896 members 
Entering Unmasked Estep 
Score: -14536947.000000 Penalty: 5872.191406
	Iteration 88Q: 3 clusters Score -1.453695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 136899 members 
Entering Unmasked Estep 
Score: -14536953.000000 Penalty: 5872.191406
	Iteration 89Q: 3 clusters Score -1.453695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 136902 members 
Entering Unmasked Estep 
Score: -14536932.000000 Penalty: 5872.191406
	Iteration 90Q: 3 clusters Score -1.453693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 136903 members 
Entering Unmasked Estep 
Score: -14536940.000000 Penalty: 5872.191406
	Iteration 91Q: 3 clusters Score -1.453694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 136903 members 
Entering Unmasked Estep 
Score: -14536940.000000 Penalty: 5872.191406
	Iteration 92F: 3 clusters Score -1.453694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Entering Unmasked Estep 
Score: -2735134.500000 Penalty: 2517.344482
	Iteration 0F: 2 clusters Score -2735134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2717464.500000 Penalty: 5034.688965
	Iteration 0F: 3 clusters Score -2717464 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2723676.750000 Penalty: 5034.688965
	Iteration 1F: 3 clusters Score -2723677 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2724174.250000 Penalty: 5034.688965
	Iteration 2F: 3 clusters Score -2724174 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2724749.500000 Penalty: 5034.688965
	Iteration 3F: 3 clusters Score -2724750 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2725477.000000 Penalty: 5034.688965
	Iteration 4F: 3 clusters Score -2725477 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2726453.250000 Penalty: 5034.688965
	Iteration 5F: 3 clusters Score -2726453 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2727821.750000 Penalty: 5034.688965
	Iteration 6F: 3 clusters Score -2727822 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2729488.250000 Penalty: 5034.688965
	Iteration 7F: 3 clusters Score -2729488 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2731010.500000 Penalty: 5034.688965
	Iteration 8F: 3 clusters Score -2731010 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2732061.000000 Penalty: 5034.688965
	Iteration 9Q: 3 clusters Score -2732061 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2732540.000000 Penalty: 5034.688965
	Iteration 10Q: 3 clusters Score -2732540 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2732717.250000 Penalty: 5034.688965
	Iteration 11Q: 3 clusters Score -2732717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2732816.750000 Penalty: 5034.688965
	Iteration 12Q: 3 clusters Score -2732817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2732879.250000 Penalty: 5034.688965
	Iteration 13Q: 3 clusters Score -2732879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2732897.500000 Penalty: 5034.688965
	Iteration 14Q: 3 clusters Score -2732898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2732914.750000 Penalty: 5034.688965
	Iteration 15Q: 3 clusters Score -2732915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2732919.500000 Penalty: 5034.688965
	Iteration 16Q: 3 clusters Score -2732920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2732930.250000 Penalty: 5034.688965
	Iteration 17Q: 3 clusters Score -2732930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2732930.250000 Penalty: 5034.688965
	Iteration 18F: 3 clusters Score -2732930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73761.109375 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73761.11 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74140.671875 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74140.67 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74385.375000 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74385.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74544.562500 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -74544.56 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74865.195312 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -74865.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -75324.578125 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -75324.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -75587.835938 Penalty: 3333.229248
	Iteration 6F: 3 clusters Score -75587.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -75744.437500 Penalty: 3333.229248
	Iteration 7F: 3 clusters Score -75744.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -75841.578125 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -75841.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -75897.148438 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -75897.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -75918.648438 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -75918.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -75921.210938 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -75921.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -75923.851562 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -75923.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -75923.851562 Penalty: 3333.229248
	Iteration 13F: 3 clusters Score -75923.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 698 members 
Mstep: Class 4 contains 83968 members 
Mstep: Class 5 contains 216804 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127127 members 
Mstep: Class 14 contains 38024 members 
Mstep: Class 15 contains 138565 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 131 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
Score: -70057920.000000 Penalty: 46637.949219
Splitting cluster 17 changes total score from -70059240.000000 to -70057920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Entering Unmasked Estep 
Score: -2075044.875000 Penalty: 2449.404297
	Iteration 0F: 2 clusters Score -2075045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2061350.875000 Penalty: 4898.808594
	Iteration 0F: 3 clusters Score -2061351 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2065932.500000 Penalty: 4898.808594
	Iteration 1F: 3 clusters Score -2065932 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2066358.000000 Penalty: 4898.808594
	Iteration 2F: 3 clusters Score -2066358 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2066710.625000 Penalty: 4898.808594
	Iteration 3Q: 3 clusters Score -2066711 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2067074.500000 Penalty: 4898.808594
	Iteration 4Q: 3 clusters Score -2067074 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2067498.875000 Penalty: 4898.808594
	Iteration 5Q: 3 clusters Score -2067499 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2067995.625000 Penalty: 4898.808594
	Iteration 6Q: 3 clusters Score -2067996 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2068536.875000 Penalty: 4898.808594
	Iteration 7Q: 3 clusters Score -2068537 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2069040.125000 Penalty: 4898.808594
	Iteration 8Q: 3 clusters Score -2069040 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2069536.500000 Penalty: 4898.808594
	Iteration 9Q: 3 clusters Score -2069536 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2069996.125000 Penalty: 4898.808594
	Iteration 10Q: 3 clusters Score -2069996 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2070392.375000 Penalty: 4898.808594
	Iteration 11Q: 3 clusters Score -2070392 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2070690.250000 Penalty: 4898.808594
	Iteration 12Q: 3 clusters Score -2070690 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2070897.875000 Penalty: 4898.808594
	Iteration 13Q: 3 clusters Score -2070898 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2071017.375000 Penalty: 4898.808594
	Iteration 14Q: 3 clusters Score -2071017 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2071075.625000 Penalty: 4898.808594
	Iteration 15Q: 3 clusters Score -2071076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2071118.625000 Penalty: 4898.808594
	Iteration 16Q: 3 clusters Score -2071119 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2071168.125000 Penalty: 4898.808594
	Iteration 17Q: 3 clusters Score -2071168 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2071201.000000 Penalty: 4898.808594
	Iteration 18Q: 3 clusters Score -2071201 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2071228.500000 Penalty: 4898.808594
	Iteration 19Q: 3 clusters Score -2071228 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2071254.000000 Penalty: 4898.808594
	Iteration 20F: 3 clusters Score -2071254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2071276.125000 Penalty: 4898.808594
	Iteration 21Q: 3 clusters Score -2071276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2071291.125000 Penalty: 4898.808594
	Iteration 22Q: 3 clusters Score -2071291 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2071314.250000 Penalty: 4898.808594
	Iteration 23Q: 3 clusters Score -2071314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2071324.375000 Penalty: 4898.808594
	Iteration 24Q: 3 clusters Score -2071324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2071337.500000 Penalty: 4898.808594
	Iteration 25Q: 3 clusters Score -2071338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2071355.125000 Penalty: 4898.808594
	Iteration 26Q: 3 clusters Score -2071355 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2071381.250000 Penalty: 4898.808594
	Iteration 27Q: 3 clusters Score -2071381 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2071396.875000 Penalty: 4898.808594
	Iteration 28Q: 3 clusters Score -2071397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2071412.750000 Penalty: 4898.808594
	Iteration 29Q: 3 clusters Score -2071413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2071422.625000 Penalty: 4898.808594
	Iteration 30Q: 3 clusters Score -2071423 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2071438.375000 Penalty: 4898.808594
	Iteration 31Q: 3 clusters Score -2071438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2071453.875000 Penalty: 4898.808594
	Iteration 32Q: 3 clusters Score -2071454 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2071469.625000 Penalty: 4898.808594
	Iteration 33Q: 3 clusters Score -2071470 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2071495.875000 Penalty: 4898.808594
	Iteration 34Q: 3 clusters Score -2071496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2071506.125000 Penalty: 4898.808594
	Iteration 35Q: 3 clusters Score -2071506 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2071534.250000 Penalty: 4898.808594
	Iteration 36Q: 3 clusters Score -2071534 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2071547.500000 Penalty: 4898.808594
	Iteration 37Q: 3 clusters Score -2071548 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2071569.500000 Penalty: 4898.808594
	Iteration 38Q: 3 clusters Score -2071570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2071588.250000 Penalty: 4898.808594
	Iteration 39Q: 3 clusters Score -2071588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2071604.750000 Penalty: 4898.808594
	Iteration 40F: 3 clusters Score -2071605 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2071623.125000 Penalty: 4898.808594
	Iteration 41Q: 3 clusters Score -2071623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2071646.375000 Penalty: 4898.808594
	Iteration 42Q: 3 clusters Score -2071646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2071656.125000 Penalty: 4898.808594
	Iteration 43Q: 3 clusters Score -2071656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2071662.625000 Penalty: 4898.808594
	Iteration 44Q: 3 clusters Score -2071663 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2071676.500000 Penalty: 4898.808594
	Iteration 45Q: 3 clusters Score -2071676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2071683.125000 Penalty: 4898.808594
	Iteration 46Q: 3 clusters Score -2071683 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2071693.625000 Penalty: 4898.808594
	Iteration 47Q: 3 clusters Score -2071694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2071702.500000 Penalty: 4898.808594
	Iteration 48Q: 3 clusters Score -2071702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2071710.125000 Penalty: 4898.808594
	Iteration 49Q: 3 clusters Score -2071710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2071723.375000 Penalty: 4898.808594
	Iteration 50Q: 3 clusters Score -2071723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2071734.250000 Penalty: 4898.808594
	Iteration 51Q: 3 clusters Score -2071734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2071741.250000 Penalty: 4898.808594
	Iteration 52Q: 3 clusters Score -2071741 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2071763.500000 Penalty: 4898.808594
	Iteration 53Q: 3 clusters Score -2071764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2071774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2071783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2071793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2071807.125000 Penalty: 4898.808594
	Iteration 57Q: 3 clusters Score -2071807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2071821.875000 Penalty: 4898.808594
	Iteration 58Q: 3 clusters Score -2071822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2071835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2071848.000000 Penalty: 4898.808594
	Iteration 60F: 3 clusters Score -2071848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2071864 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2071879.000000 Penalty: 4898.808594
	Iteration 62Q: 3 clusters Score -2071879 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2071899.250000 Penalty: 4898.808594
	Iteration 63Q: 3 clusters Score -2071899 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2071912 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2071930 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2071952.750000 Penalty: 4898.808594
	Iteration 66Q: 3 clusters Score -2071953 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2071973.625000 Penalty: 4898.808594
	Iteration 67Q: 3 clusters Score -2071974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2071991.250000 Penalty: 4898.808594
	Iteration 68Q: 3 clusters Score -2071991 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2072013.375000 Penalty: 4898.808594
	Iteration 69Q: 3 clusters Score -2072013 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2072032.125000 Penalty: 4898.808594
	Iteration 70Q: 3 clusters Score -2072032 nChanged 106
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Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2072055 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2072072 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2072092 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2072113 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2072131.000000 Penalty: 4898.808594
	Iteration 75Q: 3 clusters Score -2072131 nChanged 107
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Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2072151 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2072167 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2072201 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2072217.625000 Penalty: 4898.808594
	Iteration 79Q: 3 clusters Score -2072218 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2072233.875000 Penalty: 4898.808594
	Iteration 80F: 3 clusters Score -2072234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2072260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2072271.875000 Penalty: 4898.808594
	Iteration 82Q: 3 clusters Score -2072272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2072285 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2072294 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2072311.500000 Penalty: 4898.808594
	Iteration 85Q: 3 clusters Score -2072312 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2072327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2072324 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2072343 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2072354 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2072370 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2072382 nChanged 77
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Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2072399 nChanged 77
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Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2072411 nChanged 72
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Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2072421.000000 Penalty: 4898.808594
	Iteration 94Q: 3 clusters Score -2072421 nChanged 60
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Mstep: Class 1 contains 4434 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2072426 nChanged 55
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Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2072442.875000 Penalty: 4898.808594
	Iteration 96Q: 3 clusters Score -2072443 nChanged 60
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Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2072457 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2072466 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2072484 nChanged 85
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Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2072508.500000 Penalty: 4898.808594
	Iteration 100F: 3 clusters Score -2072508 nChanged 78
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Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2072526 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2072545.625000 Penalty: 4898.808594
	Iteration 102Q: 3 clusters Score -2072546 nChanged 80
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Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2072558 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2072583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2072606.625000 Penalty: 4898.808594
	Iteration 105Q: 3 clusters Score -2072607 nChanged 106
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Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2072642.000000 Penalty: 4898.808594
	Iteration 106Q: 3 clusters Score -2072642 nChanged 121
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Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2072679.625000 Penalty: 4898.808594
	Iteration 107Q: 3 clusters Score -2072680 nChanged 107
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2072713.875000 Penalty: 4898.808594
	Iteration 108Q: 3 clusters Score -2072714 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2072749.375000 Penalty: 4898.808594
	Iteration 109Q: 3 clusters Score -2072749 nChanged 124
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Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2072788 nChanged 116
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Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2072827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2072853.500000 Penalty: 4898.808594
	Iteration 112Q: 3 clusters Score -2072854 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2072888 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2072929 nChanged 129
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Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2072981 nChanged 129
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2073026.250000 Penalty: 4898.808594
	Iteration 116Q: 3 clusters Score -2073026 nChanged 129
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2073075 nChanged 92
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Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2073101.625000 Penalty: 4898.808594
	Iteration 118Q: 3 clusters Score -2073102 nChanged 90
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Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2073126.625000 Penalty: 4898.808594
	Iteration 119Q: 3 clusters Score -2073127 nChanged 96
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Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2073163.375000 Penalty: 4898.808594
	Iteration 120F: 3 clusters Score -2073163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2073199.000000 Penalty: 4898.808594
	Iteration 121Q: 3 clusters Score -2073199 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2073226.000000 Penalty: 4898.808594
	Iteration 122Q: 3 clusters Score -2073226 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2073262.250000 Penalty: 4898.808594
	Iteration 123Q: 3 clusters Score -2073262 nChanged 78
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Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2073290.000000 Penalty: 4898.808594
	Iteration 124Q: 3 clusters Score -2073290 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2073323.875000 Penalty: 4898.808594
	Iteration 125Q: 3 clusters Score -2073324 nChanged 63
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Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2073343.625000 Penalty: 4898.808594
	Iteration 126Q: 3 clusters Score -2073344 nChanged 40
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Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2073358 nChanged 34
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Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2073375.125000 Penalty: 4898.808594
	Iteration 128Q: 3 clusters Score -2073375 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2073384.250000 Penalty: 4898.808594
	Iteration 129Q: 3 clusters Score -2073384 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2073395.375000 Penalty: 4898.808594
	Iteration 130Q: 3 clusters Score -2073395 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2073400.500000 Penalty: 4898.808594
	Iteration 131Q: 3 clusters Score -2073400 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2073407.875000 Penalty: 4898.808594
	Iteration 132Q: 3 clusters Score -2073408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2073410.500000 Penalty: 4898.808594
	Iteration 133Q: 3 clusters Score -2073410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2073417.125000 Penalty: 4898.808594
	Iteration 134Q: 3 clusters Score -2073417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2073423.500000 Penalty: 4898.808594
	Iteration 135Q: 3 clusters Score -2073424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2073431.750000 Penalty: 4898.808594
	Iteration 136Q: 3 clusters Score -2073432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2073436.000000 Penalty: 4898.808594
	Iteration 137Q: 3 clusters Score -2073436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2073446.000000 Penalty: 4898.808594
	Iteration 138Q: 3 clusters Score -2073446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2073452.125000 Penalty: 4898.808594
	Iteration 139Q: 3 clusters Score -2073452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2073459.375000 Penalty: 4898.808594
	Iteration 140F: 3 clusters Score -2073459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2073466.875000 Penalty: 4898.808594
	Iteration 141Q: 3 clusters Score -2073467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2073468.500000 Penalty: 4898.808594
	Iteration 142Q: 3 clusters Score -2073468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -2073474.125000 Penalty: 4898.808594
	Iteration 143Q: 3 clusters Score -2073474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2073485.750000 Penalty: 4898.808594
	Iteration 144Q: 3 clusters Score -2073486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2073488.375000 Penalty: 4898.808594
	Iteration 145Q: 3 clusters Score -2073488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2073494.500000 Penalty: 4898.808594
	Iteration 146Q: 3 clusters Score -2073494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2073506.625000 Penalty: 4898.808594
	Iteration 147Q: 3 clusters Score -2073507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2073511.125000 Penalty: 4898.808594
	Iteration 148Q: 3 clusters Score -2073511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2073511.250000 Penalty: 4898.808594
	Iteration 149Q: 3 clusters Score -2073511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2073515.000000 Penalty: 4898.808594
	Iteration 150Q: 3 clusters Score -2073515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2073517.500000 Penalty: 4898.808594
	Iteration 151Q: 3 clusters Score -2073518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2073517.125000 Penalty: 4898.808594
	Iteration 152Q: 3 clusters Score -2073517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2073518.875000 Penalty: 4898.808594
	Iteration 153Q: 3 clusters Score -2073519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2073526.250000 Penalty: 4898.808594
	Iteration 154Q: 3 clusters Score -2073526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2073532.250000 Penalty: 4898.808594
	Iteration 155Q: 3 clusters Score -2073532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2073533.000000 Penalty: 4898.808594
	Iteration 156Q: 3 clusters Score -2073533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2073534.125000 Penalty: 4898.808594
	Iteration 157Q: 3 clusters Score -2073534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2073535.625000 Penalty: 4898.808594
	Iteration 158Q: 3 clusters Score -2073536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2073538.000000 Penalty: 4898.808594
	Iteration 159Q: 3 clusters Score -2073538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2073538.000000 Penalty: 4898.808594
	Iteration 160F: 3 clusters Score -2073538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -440127.781250 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -440127.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -435952.968750 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -435953 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -436946.437500 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -436946.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -437144.843750 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -437144.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -437261.031250 Penalty: 4162.135742
	Iteration 3Q: 3 clusters Score -437261 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -437343.906250 Penalty: 4162.135742
	Iteration 4Q: 3 clusters Score -437343.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -437410.343750 Penalty: 4162.135742
	Iteration 5Q: 3 clusters Score -437410.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -437461.406250 Penalty: 4162.135742
	Iteration 6Q: 3 clusters Score -437461.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -437494.656250 Penalty: 4162.135742
	Iteration 7Q: 3 clusters Score -437494.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -437526.906250 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -437526.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -437550.125000 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -437550.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -437570.156250 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -437570.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -437591.937500 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -437591.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -437613.343750 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -437613.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -437633.968750 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -437634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -437657.500000 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -437657.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -437689.000000 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -437689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -437719.500000 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -437719.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -437751.500000 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -437751.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -437786.562500 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -437786.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -437822.156250 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -437822.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -437854.250000 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -437854.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -437894.750000 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -437894.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -437928.812500 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -437928.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -437956.718750 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -437956.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -437985.906250 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -437985.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -438016.031250 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -438016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -438045.062500 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -438045.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -438073.031250 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -438073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -438098.812500 Penalty: 4162.135742
	Iteration 28Q: 3 clusters Score -438098.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -438121.593750 Penalty: 4162.135742
	Iteration 29Q: 3 clusters Score -438121.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -438145.187500 Penalty: 4162.135742
	Iteration 30Q: 3 clusters Score -438145.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -438173.593750 Penalty: 4162.135742
	Iteration 31Q: 3 clusters Score -438173.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -438204.437500 Penalty: 4162.135742
	Iteration 32Q: 3 clusters Score -438204.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -438230.250000 Penalty: 4162.135742
	Iteration 33Q: 3 clusters Score -438230.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -438255.093750 Penalty: 4162.135742
	Iteration 34Q: 3 clusters Score -438255.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -438275.281250 Penalty: 4162.135742
	Iteration 35Q: 3 clusters Score -438275.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -438297.343750 Penalty: 4162.135742
	Iteration 36Q: 3 clusters Score -438297.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -438310.281250 Penalty: 4162.135742
	Iteration 37Q: 3 clusters Score -438310.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -438325.031250 Penalty: 4162.135742
	Iteration 38Q: 3 clusters Score -438325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -438338.468750 Penalty: 4162.135742
	Iteration 39Q: 3 clusters Score -438338.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -438346.281250 Penalty: 4162.135742
	Iteration 40F: 3 clusters Score -438346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -438351.343750 Penalty: 4162.135742
	Iteration 41Q: 3 clusters Score -438351.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -438352.906250 Penalty: 4162.135742
	Iteration 42Q: 3 clusters Score -438352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -438355.062500 Penalty: 4162.135742
	Iteration 43Q: 3 clusters Score -438355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -438355.156250 Penalty: 4162.135742
	Iteration 44Q: 3 clusters Score -438355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -438355.156250 Penalty: 4162.135742
	Iteration 45F: 3 clusters Score -438355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -627474.687500 Penalty: 2161.009033
	Iteration 0F: 2 clusters Score -627474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -622248.250000 Penalty: 4322.018066
	Iteration 0F: 3 clusters Score -622248.2 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -623551.125000 Penalty: 4322.018066
	Iteration 1F: 3 clusters Score -623551.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -623783.937500 Penalty: 4322.018066
	Iteration 2F: 3 clusters Score -623783.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -623937.687500 Penalty: 4322.018066
	Iteration 3F: 3 clusters Score -623937.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -624059.312500 Penalty: 4322.018066
	Iteration 4Q: 3 clusters Score -624059.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -624161.312500 Penalty: 4322.018066
	Iteration 5Q: 3 clusters Score -624161.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -624257.437500 Penalty: 4322.018066
	Iteration 6Q: 3 clusters Score -624257.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -624330.437500 Penalty: 4322.018066
	Iteration 7Q: 3 clusters Score -624330.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -624394.125000 Penalty: 4322.018066
	Iteration 8Q: 3 clusters Score -624394.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -624461.437500 Penalty: 4322.018066
	Iteration 9Q: 3 clusters Score -624461.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -624512.750000 Penalty: 4322.018066
	Iteration 10Q: 3 clusters Score -624512.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -624565.125000 Penalty: 4322.018066
	Iteration 11Q: 3 clusters Score -624565.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -624613.937500 Penalty: 4322.018066
	Iteration 12Q: 3 clusters Score -624613.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -624676.875000 Penalty: 4322.018066
	Iteration 13Q: 3 clusters Score -624676.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -624742.187500 Penalty: 4322.018066
	Iteration 14Q: 3 clusters Score -624742.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -624802.375000 Penalty: 4322.018066
	Iteration 15Q: 3 clusters Score -624802.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -624867.375000 Penalty: 4322.018066
	Iteration 16Q: 3 clusters Score -624867.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -624916.187500 Penalty: 4322.018066
	Iteration 17Q: 3 clusters Score -624916.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -624972.687500 Penalty: 4322.018066
	Iteration 18Q: 3 clusters Score -624972.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -625040.750000 Penalty: 4322.018066
	Iteration 19Q: 3 clusters Score -625040.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -625115.812500 Penalty: 4322.018066
	Iteration 20F: 3 clusters Score -625115.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -625190.625000 Penalty: 4322.018066
	Iteration 21Q: 3 clusters Score -625190.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -625256.250000 Penalty: 4322.018066
	Iteration 22Q: 3 clusters Score -625256.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -625306.000000 Penalty: 4322.018066
	Iteration 23Q: 3 clusters Score -625306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -625344.187500 Penalty: 4322.018066
	Iteration 24Q: 3 clusters Score -625344.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -625384.187500 Penalty: 4322.018066
	Iteration 25Q: 3 clusters Score -625384.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -625429.750000 Penalty: 4322.018066
	Iteration 26Q: 3 clusters Score -625429.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -625464.250000 Penalty: 4322.018066
	Iteration 27Q: 3 clusters Score -625464.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -625491.312500 Penalty: 4322.018066
	Iteration 28Q: 3 clusters Score -625491.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -625509.312500 Penalty: 4322.018066
	Iteration 29Q: 3 clusters Score -625509.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -625525.250000 Penalty: 4322.018066
	Iteration 30Q: 3 clusters Score -625525.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -625546.062500 Penalty: 4322.018066
	Iteration 31Q: 3 clusters Score -625546.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -625561.250000 Penalty: 4322.018066
	Iteration 32Q: 3 clusters Score -625561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -625572.000000 Penalty: 4322.018066
	Iteration 33Q: 3 clusters Score -625572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -625580.375000 Penalty: 4322.018066
	Iteration 34Q: 3 clusters Score -625580.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -625587.062500 Penalty: 4322.018066
	Iteration 35Q: 3 clusters Score -625587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -625594.312500 Penalty: 4322.018066
	Iteration 36Q: 3 clusters Score -625594.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -625603.062500 Penalty: 4322.018066
	Iteration 37Q: 3 clusters Score -625603.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -625615.562500 Penalty: 4322.018066
	Iteration 38Q: 3 clusters Score -625615.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -625632.750000 Penalty: 4322.018066
	Iteration 39Q: 3 clusters Score -625632.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -625645.000000 Penalty: 4322.018066
	Iteration 40F: 3 clusters Score -625645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -625656.000000 Penalty: 4322.018066
	Iteration 41Q: 3 clusters Score -625656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -625668.250000 Penalty: 4322.018066
	Iteration 42Q: 3 clusters Score -625668.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -625674.625000 Penalty: 4322.018066
	Iteration 43Q: 3 clusters Score -625674.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -625681.750000 Penalty: 4322.018066
	Iteration 44Q: 3 clusters Score -625681.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -625687.687500 Penalty: 4322.018066
	Iteration 45Q: 3 clusters Score -625687.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -625694.437500 Penalty: 4322.018066
	Iteration 46Q: 3 clusters Score -625694.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -625704.000000 Penalty: 4322.018066
	Iteration 47Q: 3 clusters Score -625704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -625710.062500 Penalty: 4322.018066
	Iteration 48Q: 3 clusters Score -625710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -625712.062500 Penalty: 4322.018066
	Iteration 49Q: 3 clusters Score -625712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -625714.875000 Penalty: 4322.018066
	Iteration 50Q: 3 clusters Score -625714.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -625716.562500 Penalty: 4322.018066
	Iteration 51Q: 3 clusters Score -625716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -625719.000000 Penalty: 4322.018066
	Iteration 52Q: 3 clusters Score -625719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -625719.812500 Penalty: 4322.018066
	Iteration 53Q: 3 clusters Score -625719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -625719.375000 Penalty: 4322.018066
	Iteration 54Q: 3 clusters Score -625719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -625720.500000 Penalty: 4322.018066
	Iteration 55Q: 3 clusters Score -625720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -625720.500000 Penalty: 4322.018066
	Iteration 56F: 3 clusters Score -625720.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83968 members 
Mstep: Class 5 contains 216804 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127127 members 
Mstep: Class 14 contains 38024 members 
Mstep: Class 15 contains 138565 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059216.000000 Penalty: 43306.667969
Iteration 359Q: 14 clusters Score -7.005922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83967 members 
Mstep: Class 5 contains 216808 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127101 members 
Mstep: Class 14 contains 38023 members 
Mstep: Class 15 contains 138588 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059248.000000 Penalty: 43306.667969
Iteration 360F: 14 clusters Score -7.005925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83971 members 
Mstep: Class 5 contains 216809 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127085 members 
Mstep: Class 14 contains 38023 members 
Mstep: Class 15 contains 138598 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19473 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059264.000000 Penalty: 43306.667969
Iteration 361Q: 14 clusters Score -7.005926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83971 members 
Mstep: Class 5 contains 216808 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 127069 members 
Mstep: Class 14 contains 38024 members 
Mstep: Class 15 contains 138612 members 
Mstep: Class 16 contains 25606 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19474 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 21 contains 6087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059296.000000 Penalty: 43306.667969
Iteration 362Q: 14 clusters Score -7.00593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83970 members 
Mstep: Class 5 contains 216813 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8283 members 
Mstep: Class 11 contains 127050 members 
Mstep: Class 14 contains 38025 members 
Mstep: Class 15 contains 138629 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19473 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 21 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059288.000000 Penalty: 43306.667969
Iteration 363Q: 14 clusters Score -7.005929e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83970 members 
Mstep: Class 5 contains 216808 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8282 members 
Mstep: Class 11 contains 127037 members 
Mstep: Class 14 contains 38027 members 
Mstep: Class 15 contains 138646 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19474 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 21 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059272.000000 Penalty: 43306.667969
Iteration 364Q: 14 clusters Score -7.005927e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83968 members 
Mstep: Class 5 contains 216794 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8282 members 
Mstep: Class 11 contains 127028 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 138667 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19476 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 21 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059304.000000 Penalty: 43306.667969
Iteration 365Q: 14 clusters Score -7.00593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83971 members 
Mstep: Class 5 contains 216791 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8282 members 
Mstep: Class 11 contains 127011 members 
Mstep: Class 14 contains 38030 members 
Mstep: Class 15 contains 138681 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 21 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059328.000000 Penalty: 43306.667969
Iteration 366Q: 14 clusters Score -7.005933e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 4 contains 83971 members 
Mstep: Class 5 contains 216791 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126995 members 
Mstep: Class 14 contains 38032 members 
Mstep: Class 15 contains 138699 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19476 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059344.000000 Penalty: 43306.667969
Iteration 367Q: 14 clusters Score -7.005934e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83972 members 
Mstep: Class 5 contains 216793 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126979 members 
Mstep: Class 14 contains 38032 members 
Mstep: Class 15 contains 138710 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059352.000000 Penalty: 43306.667969
Iteration 368Q: 14 clusters Score -7.005935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83969 members 
Mstep: Class 5 contains 216792 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126969 members 
Mstep: Class 14 contains 38032 members 
Mstep: Class 15 contains 138725 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059304.000000 Penalty: 43306.667969
Iteration 369Q: 14 clusters Score -7.00593e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83971 members 
Mstep: Class 5 contains 216787 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126959 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 138739 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059360.000000 Penalty: 43306.667969
Iteration 370Q: 14 clusters Score -7.005936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83972 members 
Mstep: Class 5 contains 216787 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126949 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 138747 members 
Mstep: Class 16 contains 25609 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059328.000000 Penalty: 43306.667969
Iteration 371Q: 14 clusters Score -7.005933e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 4 contains 83970 members 
Mstep: Class 5 contains 216790 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126934 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 138759 members 
Mstep: Class 16 contains 25610 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059352.000000 Penalty: 43306.667969
Iteration 372Q: 14 clusters Score -7.005935e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 4 contains 83969 members 
Mstep: Class 5 contains 216785 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126918 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 138785 members 
Mstep: Class 16 contains 25609 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059384.000000 Penalty: 43306.667969
Iteration 373Q: 14 clusters Score -7.005938e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83973 members 
Mstep: Class 5 contains 216781 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126903 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 138802 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19483 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059352.000000 Penalty: 43306.667969
Iteration 374Q: 14 clusters Score -7.005935e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83976 members 
Mstep: Class 5 contains 216787 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126879 members 
Mstep: Class 14 contains 38035 members 
Mstep: Class 15 contains 138815 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19486 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059296.000000 Penalty: 43306.667969
Iteration 375Q: 14 clusters Score -7.00593e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83976 members 
Mstep: Class 5 contains 216795 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126857 members 
Mstep: Class 14 contains 38034 members 
Mstep: Class 15 contains 138831 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19484 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059272.000000 Penalty: 43306.667969
Iteration 376Q: 14 clusters Score -7.005927e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83982 members 
Mstep: Class 5 contains 216798 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126829 members 
Mstep: Class 14 contains 38035 members 
Mstep: Class 15 contains 138851 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6071 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 377Q: 14 clusters Score -7.005923e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 4 contains 83987 members 
Mstep: Class 5 contains 216792 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126796 members 
Mstep: Class 14 contains 38037 members 
Mstep: Class 15 contains 138885 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059280.000000 Penalty: 43306.667969
Iteration 378Q: 14 clusters Score -7.005928e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 4 contains 83994 members 
Mstep: Class 5 contains 216795 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 126759 members 
Mstep: Class 14 contains 38039 members 
Mstep: Class 15 contains 138910 members 
Mstep: Class 16 contains 25609 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059240.000000 Penalty: 43306.667969
Iteration 379Q: 14 clusters Score -7.005924e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 4 contains 83997 members 
Mstep: Class 5 contains 216801 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 126719 members 
Mstep: Class 14 contains 38042 members 
Mstep: Class 15 contains 138940 members 
Mstep: Class 16 contains 25608 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059240.000000 Penalty: 43306.667969
Iteration 380F: 14 clusters Score -7.005924e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 4 contains 84006 members 
Mstep: Class 5 contains 216803 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 126684 members 
Mstep: Class 14 contains 38041 members 
Mstep: Class 15 contains 138965 members 
Mstep: Class 16 contains 25611 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059224.000000 Penalty: 43306.667969
Iteration 381Q: 14 clusters Score -7.005922e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 4 contains 84011 members 
Mstep: Class 5 contains 216802 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 126656 members 
Mstep: Class 14 contains 38041 members 
Mstep: Class 15 contains 138988 members 
Mstep: Class 16 contains 25612 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059200.000000 Penalty: 43306.667969
Iteration 382Q: 14 clusters Score -7.00592e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 4 contains 84008 members 
Mstep: Class 5 contains 216807 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 126630 members 
Mstep: Class 14 contains 38041 members 
Mstep: Class 15 contains 139008 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059216.000000 Penalty: 43306.667969
Iteration 383Q: 14 clusters Score -7.005922e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 4 contains 84015 members 
Mstep: Class 5 contains 216808 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 126617 members 
Mstep: Class 14 contains 38040 members 
Mstep: Class 15 contains 139016 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059216.000000 Penalty: 43306.667969
Iteration 384Q: 14 clusters Score -7.005922e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 4 contains 84018 members 
Mstep: Class 5 contains 216807 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 126605 members 
Mstep: Class 14 contains 38039 members 
Mstep: Class 15 contains 139027 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059176.000000 Penalty: 43306.667969
Iteration 385Q: 14 clusters Score -7.005918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 4 contains 84017 members 
Mstep: Class 5 contains 216807 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 126589 members 
Mstep: Class 14 contains 38037 members 
Mstep: Class 15 contains 139048 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19475 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059224.000000 Penalty: 43306.667969
Iteration 386Q: 14 clusters Score -7.005922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 4 contains 84014 members 
Mstep: Class 5 contains 216811 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 126582 members 
Mstep: Class 14 contains 38038 members 
Mstep: Class 15 contains 139056 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19472 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 21 contains 6076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059152.000000 Penalty: 43306.667969
Iteration 387Q: 14 clusters Score -7.005915e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 4 contains 84013 members 
Mstep: Class 5 contains 216826 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126561 members 
Mstep: Class 14 contains 38038 members 
Mstep: Class 15 contains 139066 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059136.000000 Penalty: 43306.667969
Iteration 388Q: 14 clusters Score -7.005914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 4 contains 84015 members 
Mstep: Class 5 contains 216839 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126540 members 
Mstep: Class 14 contains 38034 members 
Mstep: Class 15 contains 139076 members 
Mstep: Class 16 contains 25619 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059160.000000 Penalty: 43306.667969
Iteration 389Q: 14 clusters Score -7.005916e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 4 contains 84021 members 
Mstep: Class 5 contains 216848 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126519 members 
Mstep: Class 14 contains 38032 members 
Mstep: Class 15 contains 139085 members 
Mstep: Class 16 contains 25619 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059160.000000 Penalty: 43306.667969
Iteration 390Q: 14 clusters Score -7.005916e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 4 contains 84025 members 
Mstep: Class 5 contains 216849 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126510 members 
Mstep: Class 14 contains 38030 members 
Mstep: Class 15 contains 139089 members 
Mstep: Class 16 contains 25621 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059144.000000 Penalty: 43306.667969
Iteration 391Q: 14 clusters Score -7.005914e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 4 contains 84032 members 
Mstep: Class 5 contains 216853 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126499 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 139094 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19469 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059152.000000 Penalty: 43306.667969
Iteration 392Q: 14 clusters Score -7.005915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 4 contains 84038 members 
Mstep: Class 5 contains 216850 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126495 members 
Mstep: Class 14 contains 38027 members 
Mstep: Class 15 contains 139104 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19468 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059176.000000 Penalty: 43306.667969
Iteration 393Q: 14 clusters Score -7.005918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 4 contains 84039 members 
Mstep: Class 5 contains 216842 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126484 members 
Mstep: Class 14 contains 38026 members 
Mstep: Class 15 contains 139119 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059128.000000 Penalty: 43306.667969
Iteration 394Q: 14 clusters Score -7.005913e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 4 contains 84039 members 
Mstep: Class 5 contains 216839 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126480 members 
Mstep: Class 14 contains 38025 members 
Mstep: Class 15 contains 139127 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19473 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059144.000000 Penalty: 43306.667969
Iteration 395Q: 14 clusters Score -7.005914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84041 members 
Mstep: Class 5 contains 216839 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126474 members 
Mstep: Class 14 contains 38022 members 
Mstep: Class 15 contains 139138 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19474 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059168.000000 Penalty: 43306.667969
Iteration 396Q: 14 clusters Score -7.005917e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84043 members 
Mstep: Class 5 contains 216835 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 126464 members 
Mstep: Class 14 contains 38020 members 
Mstep: Class 15 contains 139153 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19475 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059168.000000 Penalty: 43306.667969
Iteration 397Q: 14 clusters Score -7.005917e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 4 contains 84040 members 
Mstep: Class 5 contains 216831 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 126461 members 
Mstep: Class 14 contains 38019 members 
Mstep: Class 15 contains 139163 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059152.000000 Penalty: 43306.667969
Iteration 398Q: 14 clusters Score -7.005915e+07 nChanged 30
Entering ConstructFrom: 
Score: -70059152.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (10776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Entering Unmasked Estep 
Score: -1127011.250000 Penalty: 2302.699219
	Iteration 0F: 2 clusters Score -1127011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1118768.750000 Penalty: 4605.398438
	Iteration 0F: 3 clusters Score -1118769 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1121282.750000 Penalty: 4605.398438
	Iteration 1F: 3 clusters Score -1121283 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1121602.375000 Penalty: 4605.398438
	Iteration 2F: 3 clusters Score -1121602 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1121788.750000 Penalty: 4605.398438
	Iteration 3Q: 3 clusters Score -1121789 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1121931.375000 Penalty: 4605.398438
	Iteration 4Q: 3 clusters Score -1121931 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1122042.875000 Penalty: 4605.398438
	Iteration 5Q: 3 clusters Score -1122043 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1122136.375000 Penalty: 4605.398438
	Iteration 6Q: 3 clusters Score -1122136 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1122209.500000 Penalty: 4605.398438
	Iteration 7Q: 3 clusters Score -1122210 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1122284.125000 Penalty: 4605.398438
	Iteration 8Q: 3 clusters Score -1122284 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1122363.250000 Penalty: 4605.398438
	Iteration 9Q: 3 clusters Score -1122363 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1122460.375000 Penalty: 4605.398438
	Iteration 10Q: 3 clusters Score -1122460 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1122579.875000 Penalty: 4605.398438
	Iteration 11Q: 3 clusters Score -1122580 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1122730.750000 Penalty: 4605.398438
	Iteration 12Q: 3 clusters Score -1122731 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1122902.000000 Penalty: 4605.398438
	Iteration 13Q: 3 clusters Score -1122902 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1123145.750000 Penalty: 4605.398438
	Iteration 14Q: 3 clusters Score -1123146 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1123432.250000 Penalty: 4605.398438
	Iteration 15Q: 3 clusters Score -1123432 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1123751.250000 Penalty: 4605.398438
	Iteration 16Q: 3 clusters Score -1123751 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1124058.875000 Penalty: 4605.398438
	Iteration 17Q: 3 clusters Score -1124059 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1124332.625000 Penalty: 4605.398438
	Iteration 18Q: 3 clusters Score -1124333 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1124543.875000 Penalty: 4605.398438
	Iteration 19Q: 3 clusters Score -1124544 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1124694.000000 Penalty: 4605.398438
	Iteration 20F: 3 clusters Score -1124694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1124787.125000 Penalty: 4605.398438
	Iteration 21Q: 3 clusters Score -1124787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1124838.000000 Penalty: 4605.398438
	Iteration 22Q: 3 clusters Score -1124838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1124873.250000 Penalty: 4605.398438
	Iteration 23Q: 3 clusters Score -1124873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1124917.875000 Penalty: 4605.398438
	Iteration 24Q: 3 clusters Score -1124918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1124941.250000 Penalty: 4605.398438
	Iteration 25Q: 3 clusters Score -1124941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1124960.250000 Penalty: 4605.398438
	Iteration 26Q: 3 clusters Score -1124960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1124971.750000 Penalty: 4605.398438
	Iteration 27Q: 3 clusters Score -1124972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1124986.000000 Penalty: 4605.398438
	Iteration 28Q: 3 clusters Score -1124986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1124997.750000 Penalty: 4605.398438
	Iteration 29Q: 3 clusters Score -1124998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1125006.625000 Penalty: 4605.398438
	Iteration 30Q: 3 clusters Score -1125007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1125012.750000 Penalty: 4605.398438
	Iteration 31Q: 3 clusters Score -1125013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1125018.875000 Penalty: 4605.398438
	Iteration 32Q: 3 clusters Score -1125019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1125021.500000 Penalty: 4605.398438
	Iteration 33Q: 3 clusters Score -1125022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1125023.875000 Penalty: 4605.398438
	Iteration 34Q: 3 clusters Score -1125024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1125026.875000 Penalty: 4605.398438
	Iteration 35Q: 3 clusters Score -1125027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1125028.625000 Penalty: 4605.398438
	Iteration 36Q: 3 clusters Score -1125029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1125031.125000 Penalty: 4605.398438
	Iteration 37Q: 3 clusters Score -1125031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1125034.625000 Penalty: 4605.398438
	Iteration 38Q: 3 clusters Score -1125035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1125041.000000 Penalty: 4605.398438
	Iteration 39Q: 3 clusters Score -1125041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1125044.500000 Penalty: 4605.398438
	Iteration 40F: 3 clusters Score -1125044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1125047.000000 Penalty: 4605.398438
	Iteration 41Q: 3 clusters Score -1125047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1125051.250000 Penalty: 4605.398438
	Iteration 42Q: 3 clusters Score -1125051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1125052.000000 Penalty: 4605.398438
	Iteration 43Q: 3 clusters Score -1125052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1125052.000000 Penalty: 4605.398438
	Iteration 44F: 3 clusters Score -1125052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (84043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Entering Unmasked Estep 
Score: -8867262.000000 Penalty: 2812.092773
	Iteration 0F: 2 clusters Score -8867262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -8811046.000000 Penalty: 5624.185547
	Iteration 0F: 3 clusters Score -8811046 nChanged 39695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8833343.000000 Penalty: 5624.185547
	Iteration 1F: 3 clusters Score -8833343 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8834211.000000 Penalty: 5624.185547
	Iteration 2Q: 3 clusters Score -8834211 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -8835289.000000 Penalty: 5624.185547
	Iteration 3Q: 3 clusters Score -8835289 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -8836874.000000 Penalty: 5624.185547
	Iteration 4Q: 3 clusters Score -8836874 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -8839445.000000 Penalty: 5624.185547
	Iteration 5F: 3 clusters Score -8839445 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -8843663.000000 Penalty: 5624.185547
	Iteration 6F: 3 clusters Score -8843663 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -8849671.000000 Penalty: 5624.185547
	Iteration 7F: 3 clusters Score -8849671 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 71996 members 
Entering Unmasked Estep 
Score: -8856147.000000 Penalty: 5624.185547
	Iteration 8F: 3 clusters Score -8856147 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -8860661.000000 Penalty: 5624.185547
	Iteration 9F: 3 clusters Score -8860661 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -8862625.000000 Penalty: 5624.185547
	Iteration 10Q: 3 clusters Score -8862625 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -8863476.000000 Penalty: 5624.185547
	Iteration 11Q: 3 clusters Score -8863476 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -8863874.000000 Penalty: 5624.185547
	Iteration 12Q: 3 clusters Score -8863874 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -8864188.000000 Penalty: 5624.185547
	Iteration 13Q: 3 clusters Score -8864188 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -8864367.000000 Penalty: 5624.185547
	Iteration 14Q: 3 clusters Score -8864367 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -8864513.000000 Penalty: 5624.185547
	Iteration 15Q: 3 clusters Score -8864513 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -8864607.000000 Penalty: 5624.185547
	Iteration 16Q: 3 clusters Score -8864607 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -8864656.000000 Penalty: 5624.185547
	Iteration 17Q: 3 clusters Score -8864656 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -8864719.000000 Penalty: 5624.185547
	Iteration 18Q: 3 clusters Score -8864719 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -8864740.000000 Penalty: 5624.185547
	Iteration 19Q: 3 clusters Score -8864740 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 81774 members 
Entering Unmasked Estep 
Score: -8864770.000000 Penalty: 5624.185547
	Iteration 20F: 3 clusters Score -8864770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -8864813.000000 Penalty: 5624.185547
	Iteration 21Q: 3 clusters Score -8864813 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -8864847.000000 Penalty: 5624.185547
	Iteration 22Q: 3 clusters Score -8864847 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -8864901.000000 Penalty: 5624.185547
	Iteration 23Q: 3 clusters Score -8864901 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -8864907.000000 Penalty: 5624.185547
	Iteration 24Q: 3 clusters Score -8864907 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -8864929.000000 Penalty: 5624.185547
	Iteration 25Q: 3 clusters Score -8864929 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -8864936.000000 Penalty: 5624.185547
	Iteration 26Q: 3 clusters Score -8864936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -8864961.000000 Penalty: 5624.185547
	Iteration 27Q: 3 clusters Score -8864961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -8864965.000000 Penalty: 5624.185547
	Iteration 28Q: 3 clusters Score -8864965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -8865001.000000 Penalty: 5624.185547
	Iteration 29Q: 3 clusters Score -8865001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -8865009.000000 Penalty: 5624.185547
	Iteration 30Q: 3 clusters Score -8865009 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 82488 members 
Entering Unmasked Estep 
Score: -8865019.000000 Penalty: 5624.185547
	Iteration 31Q: 3 clusters Score -8865019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 82516 members 
Entering Unmasked Estep 
Score: -8865037.000000 Penalty: 5624.185547
	Iteration 32Q: 3 clusters Score -8865037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -8865048.000000 Penalty: 5624.185547
	Iteration 33Q: 3 clusters Score -8865048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 82547 members 
Entering Unmasked Estep 
Score: -8865040.000000 Penalty: 5624.185547
	Iteration 34Q: 3 clusters Score -8865040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -8865052.000000 Penalty: 5624.185547
	Iteration 35Q: 3 clusters Score -8865052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -8865056.000000 Penalty: 5624.185547
	Iteration 36Q: 3 clusters Score -8865056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -8865062.000000 Penalty: 5624.185547
	Iteration 37Q: 3 clusters Score -8865062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 82621 members 
Entering Unmasked Estep 
Score: -8865061.000000 Penalty: 5624.185547
	Iteration 38Q: 3 clusters Score -8865061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -8865069.000000 Penalty: 5624.185547
	Iteration 39Q: 3 clusters Score -8865069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -8865073.000000 Penalty: 5624.185547
	Iteration 40F: 3 clusters Score -8865073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -8865084.000000 Penalty: 5624.185547
	Iteration 41Q: 3 clusters Score -8865084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -8865075.000000 Penalty: 5624.185547
	Iteration 42Q: 3 clusters Score -8865075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -8865067.000000 Penalty: 5624.185547
	Iteration 43Q: 3 clusters Score -8865067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -8865074.000000 Penalty: 5624.185547
	Iteration 44Q: 3 clusters Score -8865074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -8865066.000000 Penalty: 5624.185547
	Iteration 45Q: 3 clusters Score -8865066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -8865070.000000 Penalty: 5624.185547
	Iteration 46Q: 3 clusters Score -8865070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -8865068.000000 Penalty: 5624.185547
	Iteration 47Q: 3 clusters Score -8865068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -8865069.000000 Penalty: 5624.185547
	Iteration 48Q: 3 clusters Score -8865069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -8865069.000000 Penalty: 5624.185547
	Iteration 49Q: 3 clusters Score -8865069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -8865068.000000 Penalty: 5624.185547
	Iteration 50Q: 3 clusters Score -8865068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 82698 members 
Entering Unmasked Estep 
Score: -8865072.000000 Penalty: 5624.185547
	Iteration 51Q: 3 clusters Score -8865072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -8865078.000000 Penalty: 5624.185547
	Iteration 52Q: 3 clusters Score -8865078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -8865077.000000 Penalty: 5624.185547
	Iteration 53Q: 3 clusters Score -8865077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -8865079.000000 Penalty: 5624.185547
	Iteration 54Q: 3 clusters Score -8865079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -8865079.000000 Penalty: 5624.185547
	Iteration 55F: 3 clusters Score -8865079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216828 members 
Entering Unmasked Estep 
Score: -22660744.000000 Penalty: 3047.141113
	Iteration 0F: 2 clusters Score -2.266074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108445 members 
Mstep: Class 2 contains 108383 members 
Entering Unmasked Estep 
Score: -22524188.000000 Penalty: 6094.282227
	Iteration 0F: 3 clusters Score -2.252419e+07 nChanged 104265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111378 members 
Mstep: Class 2 contains 105450 members 
Entering Unmasked Estep 
Score: -22584484.000000 Penalty: 6094.282227
	Iteration 1F: 3 clusters Score -2.258448e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112541 members 
Mstep: Class 2 contains 104287 members 
Entering Unmasked Estep 
Score: -22585140.000000 Penalty: 6094.282227
	Iteration 2Q: 3 clusters Score -2.258514e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 102422 members 
Entering Unmasked Estep 
Score: -22585980.000000 Penalty: 6094.282227
	Iteration 3Q: 3 clusters Score -2.258598e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117038 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -22587188.000000 Penalty: 6094.282227
	Iteration 4Q: 3 clusters Score -2.258719e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120870 members 
Mstep: Class 2 contains 95958 members 
Entering Unmasked Estep 
Score: -22588456.000000 Penalty: 6094.282227
	Iteration 5Q: 3 clusters Score -2.258846e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -22590782.000000 Penalty: 6094.282227
	Iteration 6Q: 3 clusters Score -2.259078e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134069 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -22594414.000000 Penalty: 6094.282227
	Iteration 7Q: 3 clusters Score -2.259441e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143805 members 
Mstep: Class 2 contains 73023 members 
Entering Unmasked Estep 
Score: -22600624.000000 Penalty: 6094.282227
	Iteration 8F: 3 clusters Score -2.260062e+07 nChanged 13385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154824 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -22609848.000000 Penalty: 6094.282227
	Iteration 9F: 3 clusters Score -2.260985e+07 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165020 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -22620802.000000 Penalty: 6094.282227
	Iteration 10F: 3 clusters Score -2.26208e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171377 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -22629956.000000 Penalty: 6094.282227
	Iteration 11F: 3 clusters Score -2.262996e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174301 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -22634624.000000 Penalty: 6094.282227
	Iteration 12Q: 3 clusters Score -2.263462e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176030 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -22636314.000000 Penalty: 6094.282227
	Iteration 13Q: 3 clusters Score -2.263631e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177609 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -22637370.000000 Penalty: 6094.282227
	Iteration 14Q: 3 clusters Score -2.263737e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179253 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -22638228.000000 Penalty: 6094.282227
	Iteration 15Q: 3 clusters Score -2.263823e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -22639090.000000 Penalty: 6094.282227
	Iteration 16Q: 3 clusters Score -2.263909e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182599 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -22640094.000000 Penalty: 6094.282227
	Iteration 17Q: 3 clusters Score -2.264009e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184413 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -22641130.000000 Penalty: 6094.282227
	Iteration 18Q: 3 clusters Score -2.264113e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186354 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -22642306.000000 Penalty: 6094.282227
	Iteration 19Q: 3 clusters Score -2.264231e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188370 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -22643602.000000 Penalty: 6094.282227
	Iteration 20F: 3 clusters Score -2.26436e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190481 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -22644986.000000 Penalty: 6094.282227
	Iteration 21Q: 3 clusters Score -2.264499e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192683 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -22646400.000000 Penalty: 6094.282227
	Iteration 22Q: 3 clusters Score -2.26464e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194917 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -22647964.000000 Penalty: 6094.282227
	Iteration 23Q: 3 clusters Score -2.264796e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197165 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -22649420.000000 Penalty: 6094.282227
	Iteration 24Q: 3 clusters Score -2.264942e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199397 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -22651020.000000 Penalty: 6094.282227
	Iteration 25Q: 3 clusters Score -2.265102e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201552 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -22651828.000000 Penalty: 6094.282227
	Iteration 26Q: 3 clusters Score -2.265183e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203455 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -22652698.000000 Penalty: 6094.282227
	Iteration 27Q: 3 clusters Score -2.26527e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205120 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -22653368.000000 Penalty: 6094.282227
	Iteration 28Q: 3 clusters Score -2.265337e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206602 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -22654078.000000 Penalty: 6094.282227
	Iteration 29Q: 3 clusters Score -2.265408e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207885 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -22654634.000000 Penalty: 6094.282227
	Iteration 30Q: 3 clusters Score -2.265463e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209038 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -22655112.000000 Penalty: 6094.282227
	Iteration 31Q: 3 clusters Score -2.265511e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210000 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -22655416.000000 Penalty: 6094.282227
	Iteration 32Q: 3 clusters Score -2.265542e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210834 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -22655752.000000 Penalty: 6094.282227
	Iteration 33Q: 3 clusters Score -2.265575e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211530 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -22656078.000000 Penalty: 6094.282227
	Iteration 34Q: 3 clusters Score -2.265608e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212132 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -22656298.000000 Penalty: 6094.282227
	Iteration 35Q: 3 clusters Score -2.26563e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212618 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -22656520.000000 Penalty: 6094.282227
	Iteration 36Q: 3 clusters Score -2.265652e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213040 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -22656680.000000 Penalty: 6094.282227
	Iteration 37Q: 3 clusters Score -2.265668e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213369 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -22656846.000000 Penalty: 6094.282227
	Iteration 38Q: 3 clusters Score -2.265685e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213642 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -22657034.000000 Penalty: 6094.282227
	Iteration 39Q: 3 clusters Score -2.265703e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213869 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -22657100.000000 Penalty: 6094.282227
	Iteration 40F: 3 clusters Score -2.26571e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214078 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -22657178.000000 Penalty: 6094.282227
	Iteration 41Q: 3 clusters Score -2.265718e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214273 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -22657290.000000 Penalty: 6094.282227
	Iteration 42Q: 3 clusters Score -2.265729e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214431 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22657358.000000 Penalty: 6094.282227
	Iteration 43Q: 3 clusters Score -2.265736e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214565 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -22657406.000000 Penalty: 6094.282227
	Iteration 44Q: 3 clusters Score -2.265741e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214668 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22657458.000000 Penalty: 6094.282227
	Iteration 45Q: 3 clusters Score -2.265746e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214763 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -22657558.000000 Penalty: 6094.282227
	Iteration 46Q: 3 clusters Score -2.265756e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214859 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -22657636.000000 Penalty: 6094.282227
	Iteration 47Q: 3 clusters Score -2.265764e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214941 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22657682.000000 Penalty: 6094.282227
	Iteration 48Q: 3 clusters Score -2.265768e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215002 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -22657708.000000 Penalty: 6094.282227
	Iteration 49Q: 3 clusters Score -2.265771e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215042 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -22657750.000000 Penalty: 6094.282227
	Iteration 50Q: 3 clusters Score -2.265775e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215102 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -22657778.000000 Penalty: 6094.282227
	Iteration 51Q: 3 clusters Score -2.265778e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215159 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -22657814.000000 Penalty: 6094.282227
	Iteration 52Q: 3 clusters Score -2.265781e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215217 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22657860.000000 Penalty: 6094.282227
	Iteration 53Q: 3 clusters Score -2.265786e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215268 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -22657872.000000 Penalty: 6094.282227
	Iteration 54Q: 3 clusters Score -2.265787e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215300 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -22657872.000000 Penalty: 6094.282227
	Iteration 55Q: 3 clusters Score -2.265787e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215328 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -22657884.000000 Penalty: 6094.282227
	Iteration 56Q: 3 clusters Score -2.265788e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215356 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22657944.000000 Penalty: 6094.282227
	Iteration 57Q: 3 clusters Score -2.265794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215378 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -22657956.000000 Penalty: 6094.282227
	Iteration 58Q: 3 clusters Score -2.265796e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215402 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -22657954.000000 Penalty: 6094.282227
	Iteration 59Q: 3 clusters Score -2.265795e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215421 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22657968.000000 Penalty: 6094.282227
	Iteration 60F: 3 clusters Score -2.265797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215437 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -22658004.000000 Penalty: 6094.282227
	Iteration 61Q: 3 clusters Score -2.2658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215454 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22658008.000000 Penalty: 6094.282227
	Iteration 62Q: 3 clusters Score -2.265801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215472 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22658012.000000 Penalty: 6094.282227
	Iteration 63Q: 3 clusters Score -2.265801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215485 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -22658010.000000 Penalty: 6094.282227
	Iteration 64Q: 3 clusters Score -2.265801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215504 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -22658016.000000 Penalty: 6094.282227
	Iteration 65Q: 3 clusters Score -2.265802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215520 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -22658016.000000 Penalty: 6094.282227
	Iteration 66Q: 3 clusters Score -2.265802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215534 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -22658026.000000 Penalty: 6094.282227
	Iteration 67Q: 3 clusters Score -2.265803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215542 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -22658022.000000 Penalty: 6094.282227
	Iteration 68Q: 3 clusters Score -2.265802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215546 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22658052.000000 Penalty: 6094.282227
	Iteration 69Q: 3 clusters Score -2.265805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215550 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -22658046.000000 Penalty: 6094.282227
	Iteration 70Q: 3 clusters Score -2.265805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215551 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22658052.000000 Penalty: 6094.282227
	Iteration 71Q: 3 clusters Score -2.265805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215551 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22658052.000000 Penalty: 6094.282227
	Iteration 72F: 3 clusters Score -2.265805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -170665.234375 Penalty: 1871.649658
	Iteration 0F: 2 clusters Score -170665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -168170.000000 Penalty: 3743.299316
	Iteration 0F: 3 clusters Score -168170 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -169150.187500 Penalty: 3743.299316
	Iteration 1F: 3 clusters Score -169150.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -169864.187500 Penalty: 3743.299316
	Iteration 2F: 3 clusters Score -169864.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -171043.937500 Penalty: 3743.299316
	Iteration 3F: 3 clusters Score -171043.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -171806.953125 Penalty: 3743.299316
	Iteration 4F: 3 clusters Score -171807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -171995.250000 Penalty: 3743.299316
	Iteration 5Q: 3 clusters Score -171995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -172007.750000 Penalty: 3743.299316
	Iteration 6Q: 3 clusters Score -172007.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -172009.812500 Penalty: 3743.299316
	Iteration 7Q: 3 clusters Score -172009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -172009.812500 Penalty: 3743.299316
	Iteration 8F: 3 clusters Score -172009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 527 members 
Mstep: Class 4 contains 84043 members 
Mstep: Class 5 contains 216828 members 
Mstep: Class 9 contains 1368 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 126455 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139167 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
Score: -70058920.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70059152.000000 to -70058920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Entering Unmasked Estep 
Score: -828900.312500 Penalty: 2237.296387
	Iteration 0F: 2 clusters Score -828900.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -822345.687500 Penalty: 4474.592773
	Iteration 0F: 3 clusters Score -822345.7 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -824156.125000 Penalty: 4474.592773
	Iteration 1F: 3 clusters Score -824156.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -824451.062500 Penalty: 4474.592773
	Iteration 2F: 3 clusters Score -824451.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -824641.312500 Penalty: 4474.592773
	Iteration 3F: 3 clusters Score -824641.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -824837.375000 Penalty: 4474.592773
	Iteration 4Q: 3 clusters Score -824837.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -825215.812500 Penalty: 4474.592773
	Iteration 5Q: 3 clusters Score -825215.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -825700.375000 Penalty: 4474.592773
	Iteration 6F: 3 clusters Score -825700.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -826260.437500 Penalty: 4474.592773
	Iteration 7F: 3 clusters Score -826260.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -826829.562500 Penalty: 4474.592773
	Iteration 8F: 3 clusters Score -826829.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -827314.875000 Penalty: 4474.592773
	Iteration 9F: 3 clusters Score -827314.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -827638.875000 Penalty: 4474.592773
	Iteration 10F: 3 clusters Score -827638.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -827835.562500 Penalty: 4474.592773
	Iteration 11Q: 3 clusters Score -827835.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -827951.875000 Penalty: 4474.592773
	Iteration 12Q: 3 clusters Score -827951.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -828027.812500 Penalty: 4474.592773
	Iteration 13Q: 3 clusters Score -828027.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -828065.312500 Penalty: 4474.592773
	Iteration 14Q: 3 clusters Score -828065.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -828086.687500 Penalty: 4474.592773
	Iteration 15Q: 3 clusters Score -828086.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -828097.062500 Penalty: 4474.592773
	Iteration 16Q: 3 clusters Score -828097.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -828103.437500 Penalty: 4474.592773
	Iteration 17Q: 3 clusters Score -828103.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -828108.875000 Penalty: 4474.592773
	Iteration 18Q: 3 clusters Score -828108.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -828113.875000 Penalty: 4474.592773
	Iteration 19Q: 3 clusters Score -828113.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -828119.437500 Penalty: 4474.592773
	Iteration 20F: 3 clusters Score -828119.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -828122.812500 Penalty: 4474.592773
	Iteration 21Q: 3 clusters Score -828122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -828126.187500 Penalty: 4474.592773
	Iteration 22Q: 3 clusters Score -828126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -828129.812500 Penalty: 4474.592773
	Iteration 23Q: 3 clusters Score -828129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -828130.437500 Penalty: 4474.592773
	Iteration 24Q: 3 clusters Score -828130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -828131.375000 Penalty: 4474.592773
	Iteration 25Q: 3 clusters Score -828131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -828131.375000 Penalty: 4474.592773
	Iteration 26F: 3 clusters Score -828131.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (126455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126455 members 
Entering Unmasked Estep 
Score: -13235643.000000 Penalty: 2913.415039
	Iteration 0F: 2 clusters Score -1.323564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -13151380.000000 Penalty: 5826.830078
	Iteration 0F: 3 clusters Score -1.315138e+07 nChanged 60129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -13187023.000000 Penalty: 5826.830078
	Iteration 1F: 3 clusters Score -1.318702e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 70739 members 
Entering Unmasked Estep 
Score: -13189306.000000 Penalty: 5826.830078
	Iteration 2Q: 3 clusters Score -1.318931e+07 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -13192321.000000 Penalty: 5826.830078
	Iteration 3Q: 3 clusters Score -1.319232e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -13196505.000000 Penalty: 5826.830078
	Iteration 4F: 3 clusters Score -1.31965e+07 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 85032 members 
Entering Unmasked Estep 
Score: -13202176.000000 Penalty: 5826.830078
	Iteration 5F: 3 clusters Score -1.320218e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -13209047.000000 Penalty: 5826.830078
	Iteration 6F: 3 clusters Score -1.320905e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -13215303.000000 Penalty: 5826.830078
	Iteration 7F: 3 clusters Score -1.32153e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -13219833.000000 Penalty: 5826.830078
	Iteration 8F: 3 clusters Score -1.321983e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -13222576.000000 Penalty: 5826.830078
	Iteration 9Q: 3 clusters Score -1.322258e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -13224265.000000 Penalty: 5826.830078
	Iteration 10Q: 3 clusters Score -1.322426e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -13225508.000000 Penalty: 5826.830078
	Iteration 11Q: 3 clusters Score -1.322551e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 111714 members 
Entering Unmasked Estep 
Score: -13226601.000000 Penalty: 5826.830078
	Iteration 12Q: 3 clusters Score -1.32266e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -13227545.000000 Penalty: 5826.830078
	Iteration 13Q: 3 clusters Score -1.322754e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -13228202.000000 Penalty: 5826.830078
	Iteration 14Q: 3 clusters Score -1.32282e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 117087 members 
Entering Unmasked Estep 
Score: -13228966.000000 Penalty: 5826.830078
	Iteration 15Q: 3 clusters Score -1.322897e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 118609 members 
Entering Unmasked Estep 
Score: -13229633.000000 Penalty: 5826.830078
	Iteration 16Q: 3 clusters Score -1.322963e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 119941 members 
Entering Unmasked Estep 
Score: -13230328.000000 Penalty: 5826.830078
	Iteration 17Q: 3 clusters Score -1.323033e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 121114 members 
Entering Unmasked Estep 
Score: -13230866.000000 Penalty: 5826.830078
	Iteration 18Q: 3 clusters Score -1.323087e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 122104 members 
Entering Unmasked Estep 
Score: -13231324.000000 Penalty: 5826.830078
	Iteration 19Q: 3 clusters Score -1.323132e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 122925 members 
Entering Unmasked Estep 
Score: -13231810.000000 Penalty: 5826.830078
	Iteration 20F: 3 clusters Score -1.323181e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 123555 members 
Entering Unmasked Estep 
Score: -13232102.000000 Penalty: 5826.830078
	Iteration 21Q: 3 clusters Score -1.32321e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 124036 members 
Entering Unmasked Estep 
Score: -13232302.000000 Penalty: 5826.830078
	Iteration 22Q: 3 clusters Score -1.32323e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 124375 members 
Entering Unmasked Estep 
Score: -13232436.000000 Penalty: 5826.830078
	Iteration 23Q: 3 clusters Score -1.323244e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 124659 members 
Entering Unmasked Estep 
Score: -13232617.000000 Penalty: 5826.830078
	Iteration 24Q: 3 clusters Score -1.323262e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 124849 members 
Entering Unmasked Estep 
Score: -13232707.000000 Penalty: 5826.830078
	Iteration 25Q: 3 clusters Score -1.323271e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 124988 members 
Entering Unmasked Estep 
Score: -13232791.000000 Penalty: 5826.830078
	Iteration 26Q: 3 clusters Score -1.323279e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 125109 members 
Entering Unmasked Estep 
Score: -13232846.000000 Penalty: 5826.830078
	Iteration 27Q: 3 clusters Score -1.323285e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 125218 members 
Entering Unmasked Estep 
Score: -13232885.000000 Penalty: 5826.830078
	Iteration 28Q: 3 clusters Score -1.323288e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 125298 members 
Entering Unmasked Estep 
Score: -13232933.000000 Penalty: 5826.830078
	Iteration 29Q: 3 clusters Score -1.323293e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -13232974.000000 Penalty: 5826.830078
	Iteration 30Q: 3 clusters Score -1.323297e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 125415 members 
Entering Unmasked Estep 
Score: -13232999.000000 Penalty: 5826.830078
	Iteration 31Q: 3 clusters Score -1.3233e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 125451 members 
Entering Unmasked Estep 
Score: -13233033.000000 Penalty: 5826.830078
	Iteration 32Q: 3 clusters Score -1.323303e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 125479 members 
Entering Unmasked Estep 
Score: -13233039.000000 Penalty: 5826.830078
	Iteration 33Q: 3 clusters Score -1.323304e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -13233049.000000 Penalty: 5826.830078
	Iteration 34Q: 3 clusters Score -1.323305e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -13233058.000000 Penalty: 5826.830078
	Iteration 35Q: 3 clusters Score -1.323306e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 125541 members 
Entering Unmasked Estep 
Score: -13233081.000000 Penalty: 5826.830078
	Iteration 36Q: 3 clusters Score -1.323308e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 125561 members 
Entering Unmasked Estep 
Score: -13233102.000000 Penalty: 5826.830078
	Iteration 37Q: 3 clusters Score -1.32331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 125572 members 
Entering Unmasked Estep 
Score: -13233126.000000 Penalty: 5826.830078
	Iteration 38Q: 3 clusters Score -1.323313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 125582 members 
Entering Unmasked Estep 
Score: -13233122.000000 Penalty: 5826.830078
	Iteration 39Q: 3 clusters Score -1.323312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 125596 members 
Entering Unmasked Estep 
Score: -13233149.000000 Penalty: 5826.830078
	Iteration 40F: 3 clusters Score -1.323315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 125613 members 
Entering Unmasked Estep 
Score: -13233161.000000 Penalty: 5826.830078
	Iteration 41Q: 3 clusters Score -1.323316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 125631 members 
Entering Unmasked Estep 
Score: -13233174.000000 Penalty: 5826.830078
	Iteration 42Q: 3 clusters Score -1.323317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 125641 members 
Entering Unmasked Estep 
Score: -13233168.000000 Penalty: 5826.830078
	Iteration 43Q: 3 clusters Score -1.323317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 125651 members 
Entering Unmasked Estep 
Score: -13233167.000000 Penalty: 5826.830078
	Iteration 44Q: 3 clusters Score -1.323317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -13233160.000000 Penalty: 5826.830078
	Iteration 45Q: 3 clusters Score -1.323316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -13233165.000000 Penalty: 5826.830078
	Iteration 46Q: 3 clusters Score -1.323316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 125668 members 
Entering Unmasked Estep 
Score: -13233165.000000 Penalty: 5826.830078
	Iteration 47Q: 3 clusters Score -1.323316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -13233164.000000 Penalty: 5826.830078
	Iteration 48Q: 3 clusters Score -1.323316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 125672 members 
Entering Unmasked Estep 
Score: -13233170.000000 Penalty: 5826.830078
	Iteration 49Q: 3 clusters Score -1.323317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -13233176.000000 Penalty: 5826.830078
	Iteration 50Q: 3 clusters Score -1.323318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 125677 members 
Entering Unmasked Estep 
Score: -13233168.000000 Penalty: 5826.830078
	Iteration 51Q: 3 clusters Score -1.323317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 125678 members 
Entering Unmasked Estep 
Score: -13233170.000000 Penalty: 5826.830078
	Iteration 52Q: 3 clusters Score -1.323317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 125680 members 
Entering Unmasked Estep 
Score: -13233172.000000 Penalty: 5826.830078
	Iteration 53Q: 3 clusters Score -1.323317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 125683 members 
Entering Unmasked Estep 
Score: -13233184.000000 Penalty: 5826.830078
	Iteration 54Q: 3 clusters Score -1.323318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 125686 members 
Entering Unmasked Estep 
Score: -13233186.000000 Penalty: 5826.830078
	Iteration 55Q: 3 clusters Score -1.323319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 125690 members 
Entering Unmasked Estep 
Score: -13233184.000000 Penalty: 5826.830078
	Iteration 56Q: 3 clusters Score -1.323318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -13233196.000000 Penalty: 5826.830078
	Iteration 57Q: 3 clusters Score -1.32332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -13233194.000000 Penalty: 5826.830078
	Iteration 58Q: 3 clusters Score -1.323319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 125696 members 
Entering Unmasked Estep 
Score: -13233187.000000 Penalty: 5826.830078
	Iteration 59Q: 3 clusters Score -1.323319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -13233192.000000 Penalty: 5826.830078
	Iteration 60F: 3 clusters Score -1.323319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 125703 members 
Entering Unmasked Estep 
Score: -13233195.000000 Penalty: 5826.830078
	Iteration 61Q: 3 clusters Score -1.32332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -13233189.000000 Penalty: 5826.830078
	Iteration 62Q: 3 clusters Score -1.323319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 125704 members 
Entering Unmasked Estep 
Score: -13233189.000000 Penalty: 5826.830078
	Iteration 63F: 3 clusters Score -1.323319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Entering Unmasked Estep 
Score: -3899119.500000 Penalty: 2615.342529
	Iteration 0F: 2 clusters Score -3899120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3873305.250000 Penalty: 5230.685059
	Iteration 0F: 3 clusters Score -3873305 nChanged 17382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3882815.000000 Penalty: 5230.685059
	Iteration 1F: 3 clusters Score -3882815 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3883335.500000 Penalty: 5230.685059
	Iteration 2Q: 3 clusters Score -3883336 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3883990.500000 Penalty: 5230.685059
	Iteration 3Q: 3 clusters Score -3883990 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3884860.750000 Penalty: 5230.685059
	Iteration 4Q: 3 clusters Score -3884861 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3886241.750000 Penalty: 5230.685059
	Iteration 5F: 3 clusters Score -3886242 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3888312.500000 Penalty: 5230.685059
	Iteration 6F: 3 clusters Score -3888312 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3891159.000000 Penalty: 5230.685059
	Iteration 7F: 3 clusters Score -3891159 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3893924.750000 Penalty: 5230.685059
	Iteration 8F: 3 clusters Score -3893925 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3895615.750000 Penalty: 5230.685059
	Iteration 9Q: 3 clusters Score -3895616 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3896354.000000 Penalty: 5230.685059
	Iteration 10Q: 3 clusters Score -3896354 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3896634.500000 Penalty: 5230.685059
	Iteration 11Q: 3 clusters Score -3896634 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3896745.750000 Penalty: 5230.685059
	Iteration 12Q: 3 clusters Score -3896746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3896791.750000 Penalty: 5230.685059
	Iteration 13Q: 3 clusters Score -3896792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3896826.750000 Penalty: 5230.685059
	Iteration 14Q: 3 clusters Score -3896827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3896849.750000 Penalty: 5230.685059
	Iteration 15Q: 3 clusters Score -3896850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3896861.250000 Penalty: 5230.685059
	Iteration 16Q: 3 clusters Score -3896861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3896863.250000 Penalty: 5230.685059
	Iteration 17Q: 3 clusters Score -3896863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3896867.500000 Penalty: 5230.685059
	Iteration 18Q: 3 clusters Score -3896868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3896867.750000 Penalty: 5230.685059
	Iteration 19Q: 3 clusters Score -3896868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3896867.750000 Penalty: 5230.685059
	Iteration 20F: 3 clusters Score -3896868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (139167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139167 members 
Entering Unmasked Estep 
Score: -14601267.000000 Penalty: 2937.170410
	Iteration 0F: 2 clusters Score -1.460127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -14509337.000000 Penalty: 5874.340820
	Iteration 0F: 3 clusters Score -1.450934e+07 nChanged 66223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -14547679.000000 Penalty: 5874.340820
	Iteration 1F: 3 clusters Score -1.454768e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -14548564.000000 Penalty: 5874.340820
	Iteration 2Q: 3 clusters Score -1.454856e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -14549491.000000 Penalty: 5874.340820
	Iteration 3Q: 3 clusters Score -1.454949e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -14550531.000000 Penalty: 5874.340820
	Iteration 4Q: 3 clusters Score -1.455053e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61438 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -14552257.000000 Penalty: 5874.340820
	Iteration 5Q: 3 clusters Score -1.455226e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -14554838.000000 Penalty: 5874.340820
	Iteration 6Q: 3 clusters Score -1.455484e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 87306 members 
Entering Unmasked Estep 
Score: -14559272.000000 Penalty: 5874.340820
	Iteration 7F: 3 clusters Score -1.455927e+07 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 94303 members 
Entering Unmasked Estep 
Score: -14565782.000000 Penalty: 5874.340820
	Iteration 8F: 3 clusters Score -1.456578e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -14573734.000000 Penalty: 5874.340820
	Iteration 9F: 3 clusters Score -1.457373e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 108966 members 
Entering Unmasked Estep 
Score: -14580897.000000 Penalty: 5874.340820
	Iteration 10F: 3 clusters Score -1.45809e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 114353 members 
Entering Unmasked Estep 
Score: -14585769.000000 Penalty: 5874.340820
	Iteration 11Q: 3 clusters Score -1.458577e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 118473 members 
Entering Unmasked Estep 
Score: -14588697.000000 Penalty: 5874.340820
	Iteration 12Q: 3 clusters Score -1.45887e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 121814 members 
Entering Unmasked Estep 
Score: -14590777.000000 Penalty: 5874.340820
	Iteration 13Q: 3 clusters Score -1.459078e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 124738 members 
Entering Unmasked Estep 
Score: -14592498.000000 Penalty: 5874.340820
	Iteration 14Q: 3 clusters Score -1.45925e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -14593976.000000 Penalty: 5874.340820
	Iteration 15Q: 3 clusters Score -1.459398e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 129301 members 
Entering Unmasked Estep 
Score: -14595198.000000 Penalty: 5874.340820
	Iteration 16Q: 3 clusters Score -1.45952e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -14596091.000000 Penalty: 5874.340820
	Iteration 17Q: 3 clusters Score -1.459609e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 132228 members 
Entering Unmasked Estep 
Score: -14596683.000000 Penalty: 5874.340820
	Iteration 18Q: 3 clusters Score -1.459668e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 133219 members 
Entering Unmasked Estep 
Score: -14597195.000000 Penalty: 5874.340820
	Iteration 19Q: 3 clusters Score -1.45972e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 133991 members 
Entering Unmasked Estep 
Score: -14597554.000000 Penalty: 5874.340820
	Iteration 20F: 3 clusters Score -1.459755e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 134659 members 
Entering Unmasked Estep 
Score: -14597868.000000 Penalty: 5874.340820
	Iteration 21Q: 3 clusters Score -1.459787e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -14598174.000000 Penalty: 5874.340820
	Iteration 22Q: 3 clusters Score -1.459817e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 135629 members 
Entering Unmasked Estep 
Score: -14598305.000000 Penalty: 5874.340820
	Iteration 23Q: 3 clusters Score -1.45983e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 135972 members 
Entering Unmasked Estep 
Score: -14598538.000000 Penalty: 5874.340820
	Iteration 24Q: 3 clusters Score -1.459854e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 136231 members 
Entering Unmasked Estep 
Score: -14598637.000000 Penalty: 5874.340820
	Iteration 25Q: 3 clusters Score -1.459864e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 136443 members 
Entering Unmasked Estep 
Score: -14598707.000000 Penalty: 5874.340820
	Iteration 26Q: 3 clusters Score -1.459871e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 136602 members 
Entering Unmasked Estep 
Score: -14598743.000000 Penalty: 5874.340820
	Iteration 27Q: 3 clusters Score -1.459874e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 136731 members 
Entering Unmasked Estep 
Score: -14598815.000000 Penalty: 5874.340820
	Iteration 28Q: 3 clusters Score -1.459882e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 136852 members 
Entering Unmasked Estep 
Score: -14598864.000000 Penalty: 5874.340820
	Iteration 29Q: 3 clusters Score -1.459886e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 136958 members 
Entering Unmasked Estep 
Score: -14598887.000000 Penalty: 5874.340820
	Iteration 30Q: 3 clusters Score -1.459889e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 137064 members 
Entering Unmasked Estep 
Score: -14598894.000000 Penalty: 5874.340820
	Iteration 31Q: 3 clusters Score -1.459889e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 137143 members 
Entering Unmasked Estep 
Score: -14598917.000000 Penalty: 5874.340820
	Iteration 32Q: 3 clusters Score -1.459892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -14598934.000000 Penalty: 5874.340820
	Iteration 33Q: 3 clusters Score -1.459893e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 137275 members 
Entering Unmasked Estep 
Score: -14598968.000000 Penalty: 5874.340820
	Iteration 34Q: 3 clusters Score -1.459897e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 137340 members 
Entering Unmasked Estep 
Score: -14599000.000000 Penalty: 5874.340820
	Iteration 35Q: 3 clusters Score -1.4599e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -14599001.000000 Penalty: 5874.340820
	Iteration 36Q: 3 clusters Score -1.4599e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 137424 members 
Entering Unmasked Estep 
Score: -14599015.000000 Penalty: 5874.340820
	Iteration 37Q: 3 clusters Score -1.459902e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 137455 members 
Entering Unmasked Estep 
Score: -14599009.000000 Penalty: 5874.340820
	Iteration 38Q: 3 clusters Score -1.459901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 137486 members 
Entering Unmasked Estep 
Score: -14599042.000000 Penalty: 5874.340820
	Iteration 39Q: 3 clusters Score -1.459904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 137513 members 
Entering Unmasked Estep 
Score: -14599057.000000 Penalty: 5874.340820
	Iteration 40F: 3 clusters Score -1.459906e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -14599070.000000 Penalty: 5874.340820
	Iteration 41Q: 3 clusters Score -1.459907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 137560 members 
Entering Unmasked Estep 
Score: -14599064.000000 Penalty: 5874.340820
	Iteration 42Q: 3 clusters Score -1.459906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 137571 members 
Entering Unmasked Estep 
Score: -14599066.000000 Penalty: 5874.340820
	Iteration 43Q: 3 clusters Score -1.459907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 137581 members 
Entering Unmasked Estep 
Score: -14599082.000000 Penalty: 5874.340820
	Iteration 44Q: 3 clusters Score -1.459908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 137587 members 
Entering Unmasked Estep 
Score: -14599083.000000 Penalty: 5874.340820
	Iteration 45Q: 3 clusters Score -1.459908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 137591 members 
Entering Unmasked Estep 
Score: -14599087.000000 Penalty: 5874.340820
	Iteration 46Q: 3 clusters Score -1.459909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 137593 members 
Entering Unmasked Estep 
Score: -14599082.000000 Penalty: 5874.340820
	Iteration 47Q: 3 clusters Score -1.459908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 137592 members 
Entering Unmasked Estep 
Score: -14599082.000000 Penalty: 5874.340820
	Iteration 48Q: 3 clusters Score -1.459908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 137590 members 
Entering Unmasked Estep 
Score: -14599083.000000 Penalty: 5874.340820
	Iteration 49Q: 3 clusters Score -1.459908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 137590 members 
Entering Unmasked Estep 
Score: -14599071.000000 Penalty: 5874.340820
	Iteration 50Q: 3 clusters Score -1.459907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 137591 members 
Entering Unmasked Estep 
Score: -14599072.000000 Penalty: 5874.340820
	Iteration 51Q: 3 clusters Score -1.459907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 137592 members 
Entering Unmasked Estep 
Score: -14599074.000000 Penalty: 5874.340820
	Iteration 52Q: 3 clusters Score -1.459907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 137592 members 
Entering Unmasked Estep 
Score: -14599074.000000 Penalty: 5874.340820
	Iteration 53F: 3 clusters Score -1.459907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Entering Unmasked Estep 
Score: -2737012.250000 Penalty: 2517.518799
	Iteration 0F: 2 clusters Score -2737012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2719336.750000 Penalty: 5035.037598
	Iteration 0F: 3 clusters Score -2719337 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2725327.250000 Penalty: 5035.037598
	Iteration 1F: 3 clusters Score -2725327 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2725741.250000 Penalty: 5035.037598
	Iteration 2Q: 3 clusters Score -2725741 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2726096.500000 Penalty: 5035.037598
	Iteration 3Q: 3 clusters Score -2726096 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2726450.500000 Penalty: 5035.037598
	Iteration 4Q: 3 clusters Score -2726450 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2726774.250000 Penalty: 5035.037598
	Iteration 5Q: 3 clusters Score -2726774 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2727066.750000 Penalty: 5035.037598
	Iteration 6Q: 3 clusters Score -2727067 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2727346.000000 Penalty: 5035.037598
	Iteration 7Q: 3 clusters Score -2727346 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2727693.500000 Penalty: 5035.037598
	Iteration 8Q: 3 clusters Score -2727694 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2728120.250000 Penalty: 5035.037598
	Iteration 9Q: 3 clusters Score -2728120 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2728759.750000 Penalty: 5035.037598
	Iteration 10Q: 3 clusters Score -2728760 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2729644.250000 Penalty: 5035.037598
	Iteration 11F: 3 clusters Score -2729644 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2730869.250000 Penalty: 5035.037598
	Iteration 12F: 3 clusters Score -2730869 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2732106.500000 Penalty: 5035.037598
	Iteration 13F: 3 clusters Score -2732106 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2732949.750000 Penalty: 5035.037598
	Iteration 14Q: 3 clusters Score -2732950 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2733319.250000 Penalty: 5035.037598
	Iteration 15Q: 3 clusters Score -2733319 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -2733489.750000 Penalty: 5035.037598
	Iteration 16Q: 3 clusters Score -2733490 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2733601.000000 Penalty: 5035.037598
	Iteration 17Q: 3 clusters Score -2733601 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2733666.500000 Penalty: 5035.037598
	Iteration 18Q: 3 clusters Score -2733666 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2733744.000000 Penalty: 5035.037598
	Iteration 19Q: 3 clusters Score -2733744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2733793.750000 Penalty: 5035.037598
	Iteration 20F: 3 clusters Score -2733794 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2733854.250000 Penalty: 5035.037598
	Iteration 21Q: 3 clusters Score -2733854 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2733921.500000 Penalty: 5035.037598
	Iteration 22Q: 3 clusters Score -2733922 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2733972.250000 Penalty: 5035.037598
	Iteration 23Q: 3 clusters Score -2733972 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2734022.000000 Penalty: 5035.037598
	Iteration 24Q: 3 clusters Score -2734022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2734069.250000 Penalty: 5035.037598
	Iteration 25Q: 3 clusters Score -2734069 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2734118.250000 Penalty: 5035.037598
	Iteration 26Q: 3 clusters Score -2734118 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2734175.750000 Penalty: 5035.037598
	Iteration 27Q: 3 clusters Score -2734176 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2734237.500000 Penalty: 5035.037598
	Iteration 28Q: 3 clusters Score -2734238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2734294.000000 Penalty: 5035.037598
	Iteration 29Q: 3 clusters Score -2734294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2734321.750000 Penalty: 5035.037598
	Iteration 30Q: 3 clusters Score -2734322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2734350.500000 Penalty: 5035.037598
	Iteration 31Q: 3 clusters Score -2734350 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2734387.500000 Penalty: 5035.037598
	Iteration 32Q: 3 clusters Score -2734388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2734418.500000 Penalty: 5035.037598
	Iteration 33Q: 3 clusters Score -2734418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2734448.500000 Penalty: 5035.037598
	Iteration 34Q: 3 clusters Score -2734448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2734472.500000 Penalty: 5035.037598
	Iteration 35Q: 3 clusters Score -2734472 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2734501.500000 Penalty: 5035.037598
	Iteration 36Q: 3 clusters Score -2734502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2734534.000000 Penalty: 5035.037598
	Iteration 37Q: 3 clusters Score -2734534 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2734547.250000 Penalty: 5035.037598
	Iteration 38Q: 3 clusters Score -2734547 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2734574.000000 Penalty: 5035.037598
	Iteration 39Q: 3 clusters Score -2734574 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2734584.250000 Penalty: 5035.037598
	Iteration 40F: 3 clusters Score -2734584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2734606.250000 Penalty: 5035.037598
	Iteration 41Q: 3 clusters Score -2734606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2734628.750000 Penalty: 5035.037598
	Iteration 42Q: 3 clusters Score -2734629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2734663.250000 Penalty: 5035.037598
	Iteration 43Q: 3 clusters Score -2734663 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2734688.500000 Penalty: 5035.037598
	Iteration 44Q: 3 clusters Score -2734688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2734699.250000 Penalty: 5035.037598
	Iteration 45Q: 3 clusters Score -2734699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2734720.250000 Penalty: 5035.037598
	Iteration 46Q: 3 clusters Score -2734720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2734737.250000 Penalty: 5035.037598
	Iteration 47Q: 3 clusters Score -2734737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2734760.750000 Penalty: 5035.037598
	Iteration 48Q: 3 clusters Score -2734761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2734773.000000 Penalty: 5035.037598
	Iteration 49Q: 3 clusters Score -2734773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2734784.500000 Penalty: 5035.037598
	Iteration 50Q: 3 clusters Score -2734784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2734805.250000 Penalty: 5035.037598
	Iteration 51Q: 3 clusters Score -2734805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2734823.250000 Penalty: 5035.037598
	Iteration 52Q: 3 clusters Score -2734823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2734831.750000 Penalty: 5035.037598
	Iteration 53Q: 3 clusters Score -2734832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2734846.250000 Penalty: 5035.037598
	Iteration 54Q: 3 clusters Score -2734846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2734846.250000 Penalty: 5035.037598
	Iteration 55Q: 3 clusters Score -2734846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2734851.500000 Penalty: 5035.037598
	Iteration 56Q: 3 clusters Score -2734852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2734856.250000 Penalty: 5035.037598
	Iteration 57Q: 3 clusters Score -2734856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2734868.000000 Penalty: 5035.037598
	Iteration 58Q: 3 clusters Score -2734868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2734867.500000 Penalty: 5035.037598
	Iteration 59Q: 3 clusters Score -2734868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2734875.000000 Penalty: 5035.037598
	Iteration 60F: 3 clusters Score -2734875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2734876.250000 Penalty: 5035.037598
	Iteration 61Q: 3 clusters Score -2734876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2734877.750000 Penalty: 5035.037598
	Iteration 62Q: 3 clusters Score -2734878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2734882.750000 Penalty: 5035.037598
	Iteration 63Q: 3 clusters Score -2734883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2734890.250000 Penalty: 5035.037598
	Iteration 64Q: 3 clusters Score -2734890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2734892.000000 Penalty: 5035.037598
	Iteration 65Q: 3 clusters Score -2734892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2734889.750000 Penalty: 5035.037598
	Iteration 66Q: 3 clusters Score -2734890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2734892.750000 Penalty: 5035.037598
	Iteration 67Q: 3 clusters Score -2734893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2734895.750000 Penalty: 5035.037598
	Iteration 68Q: 3 clusters Score -2734896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2734892.750000 Penalty: 5035.037598
	Iteration 69Q: 3 clusters Score -2734893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2734897.000000 Penalty: 5035.037598
	Iteration 70Q: 3 clusters Score -2734897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2734895.000000 Penalty: 5035.037598
	Iteration 71Q: 3 clusters Score -2734895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2734899.750000 Penalty: 5035.037598
	Iteration 72Q: 3 clusters Score -2734900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2734896.750000 Penalty: 5035.037598
	Iteration 73Q: 3 clusters Score -2734897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2734899.500000 Penalty: 5035.037598
	Iteration 74Q: 3 clusters Score -2734900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2734903.750000 Penalty: 5035.037598
	Iteration 75Q: 3 clusters Score -2734904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2734904.000000 Penalty: 5035.037598
	Iteration 76Q: 3 clusters Score -2734904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2734905.750000 Penalty: 5035.037598
	Iteration 77Q: 3 clusters Score -2734906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2734905.250000 Penalty: 5035.037598
	Iteration 78Q: 3 clusters Score -2734905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2734904.750000 Penalty: 5035.037598
	Iteration 79Q: 3 clusters Score -2734905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2734905.000000 Penalty: 5035.037598
	Iteration 80F: 3 clusters Score -2734905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2734903.500000 Penalty: 5035.037598
	Iteration 81Q: 3 clusters Score -2734904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2734903.500000 Penalty: 5035.037598
	Iteration 82F: 3 clusters Score -2734904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 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 441 members 
Entering Unmasked Estep 
Score: -73831.273438 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73831.27 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -74266.296875 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74266.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -74560.476562 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74560.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -74753.796875 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -74753.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74970.703125 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -74970.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -75341.531250 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -75341.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -75562.257812 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -75562.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75666.796875 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -75666.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -75766.671875 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -75766.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -75839.679688 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -75839.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -75851.359375 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -75851.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -75861.265625 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -75861.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75864.921875 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -75864.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -75867.859375 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -75867.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -75868.757812 Penalty: 3333.229248
	Iteration 14F: 3 clusters Score -75868.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75875.421875 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -75875.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75890.210938 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -75890.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75902.851562 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -75902.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -75906.351562 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -75906.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -75906.351562 Penalty: 3333.229248
	Iteration 19F: 3 clusters Score -75906.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 4 contains 84043 members 
Mstep: Class 5 contains 216828 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 126455 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139167 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 104 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
Score: -70057744.000000 Penalty: 46637.949219
Splitting cluster 17 changes total score from -70059152.000000 to -70057744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Entering Unmasked Estep 
Score: -2075980.875000 Penalty: 2449.518799
	Iteration 0F: 2 clusters Score -2075981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2062183.000000 Penalty: 4899.037598
	Iteration 0F: 3 clusters Score -2062183 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2066834.250000 Penalty: 4899.037598
	Iteration 1F: 3 clusters Score -2066834 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2067188.750000 Penalty: 4899.037598
	Iteration 2F: 3 clusters Score -2067189 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2067491.625000 Penalty: 4899.037598
	Iteration 3Q: 3 clusters Score -2067492 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2067745.500000 Penalty: 4899.037598
	Iteration 4Q: 3 clusters Score -2067746 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2067995.250000 Penalty: 4899.037598
	Iteration 5Q: 3 clusters Score -2067995 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2068280.250000 Penalty: 4899.037598
	Iteration 6Q: 3 clusters Score -2068280 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2068617.125000 Penalty: 4899.037598
	Iteration 7Q: 3 clusters Score -2068617 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2069039.250000 Penalty: 4899.037598
	Iteration 8Q: 3 clusters Score -2069039 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2069616.875000 Penalty: 4899.037598
	Iteration 9Q: 3 clusters Score -2069617 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2070322.250000 Penalty: 4899.037598
	Iteration 10F: 3 clusters Score -2070322 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2071095.250000 Penalty: 4899.037598
	Iteration 11F: 3 clusters Score -2071095 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2071875.500000 Penalty: 4899.037598
	Iteration 12F: 3 clusters Score -2071876 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2072542.500000 Penalty: 4899.037598
	Iteration 13Q: 3 clusters Score -2072542 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2073029.500000 Penalty: 4899.037598
	Iteration 14Q: 3 clusters Score -2073030 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2073362.500000 Penalty: 4899.037598
	Iteration 15Q: 3 clusters Score -2073362 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2073572.125000 Penalty: 4899.037598
	Iteration 16Q: 3 clusters Score -2073572 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2073696.250000 Penalty: 4899.037598
	Iteration 17Q: 3 clusters Score -2073696 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2073805.000000 Penalty: 4899.037598
	Iteration 18Q: 3 clusters Score -2073805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2073891.000000 Penalty: 4899.037598
	Iteration 19Q: 3 clusters Score -2073891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2073979.625000 Penalty: 4899.037598
	Iteration 20F: 3 clusters Score -2073980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2074052.375000 Penalty: 4899.037598
	Iteration 21Q: 3 clusters Score -2074052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2074134.125000 Penalty: 4899.037598
	Iteration 22Q: 3 clusters Score -2074134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2074221.875000 Penalty: 4899.037598
	Iteration 23Q: 3 clusters Score -2074222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2074296.500000 Penalty: 4899.037598
	Iteration 24Q: 3 clusters Score -2074296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2074338.375000 Penalty: 4899.037598
	Iteration 25Q: 3 clusters Score -2074338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2074373.375000 Penalty: 4899.037598
	Iteration 26Q: 3 clusters Score -2074373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2074405.000000 Penalty: 4899.037598
	Iteration 27Q: 3 clusters Score -2074405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2074428.625000 Penalty: 4899.037598
	Iteration 28Q: 3 clusters Score -2074429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2074441.875000 Penalty: 4899.037598
	Iteration 29Q: 3 clusters Score -2074442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2074455.000000 Penalty: 4899.037598
	Iteration 30Q: 3 clusters Score -2074455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2074461.125000 Penalty: 4899.037598
	Iteration 31Q: 3 clusters Score -2074461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2074461.250000 Penalty: 4899.037598
	Iteration 32Q: 3 clusters Score -2074461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2074491.750000 Penalty: 4899.037598
	Iteration 33F: 3 clusters Score -2074492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2074515.125000 Penalty: 4899.037598
	Iteration 34Q: 3 clusters Score -2074515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2074526.250000 Penalty: 4899.037598
	Iteration 35Q: 3 clusters Score -2074526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2074535.500000 Penalty: 4899.037598
	Iteration 36Q: 3 clusters Score -2074536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2074538.375000 Penalty: 4899.037598
	Iteration 37Q: 3 clusters Score -2074538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2074549.375000 Penalty: 4899.037598
	Iteration 38Q: 3 clusters Score -2074549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2074551.500000 Penalty: 4899.037598
	Iteration 39Q: 3 clusters Score -2074552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2074552.250000 Penalty: 4899.037598
	Iteration 40F: 3 clusters Score -2074552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2074552.625000 Penalty: 4899.037598
	Iteration 41Q: 3 clusters Score -2074553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2074556.000000 Penalty: 4899.037598
	Iteration 42Q: 3 clusters Score -2074556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2074556.000000 Penalty: 4899.037598
	Iteration 43F: 3 clusters Score -2074556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -439117.343750 Penalty: 2080.504883
	Iteration 0F: 2 clusters Score -439117.3 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 2213 members 
Entering Unmasked Estep 
Score: -434993.468750 Penalty: 4161.009766
	Iteration 0F: 3 clusters Score -434993.5 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -435980.968750 Penalty: 4161.009766
	Iteration 1F: 3 clusters Score -435981 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -436177.656250 Penalty: 4161.009766
	Iteration 2F: 3 clusters Score -436177.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -436287.906250 Penalty: 4161.009766
	Iteration 3Q: 3 clusters Score -436287.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -436352.093750 Penalty: 4161.009766
	Iteration 4Q: 3 clusters Score -436352.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -436405.125000 Penalty: 4161.009766
	Iteration 5Q: 3 clusters Score -436405.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -436440.843750 Penalty: 4161.009766
	Iteration 6Q: 3 clusters Score -436440.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -436460.062500 Penalty: 4161.009766
	Iteration 7Q: 3 clusters Score -436460.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -436475.531250 Penalty: 4161.009766
	Iteration 8Q: 3 clusters Score -436475.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -436492.968750 Penalty: 4161.009766
	Iteration 9Q: 3 clusters Score -436493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -436510.062500 Penalty: 4161.009766
	Iteration 10Q: 3 clusters Score -436510.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -436523.718750 Penalty: 4161.009766
	Iteration 11Q: 3 clusters Score -436523.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -436536.437500 Penalty: 4161.009766
	Iteration 12Q: 3 clusters Score -436536.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -436548.625000 Penalty: 4161.009766
	Iteration 13Q: 3 clusters Score -436548.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -436560.031250 Penalty: 4161.009766
	Iteration 14Q: 3 clusters Score -436560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -436574.937500 Penalty: 4161.009766
	Iteration 15Q: 3 clusters Score -436574.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -436592.625000 Penalty: 4161.009766
	Iteration 16Q: 3 clusters Score -436592.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -436618.468750 Penalty: 4161.009766
	Iteration 17Q: 3 clusters Score -436618.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -436644.906250 Penalty: 4161.009766
	Iteration 18Q: 3 clusters Score -436644.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -436670.406250 Penalty: 4161.009766
	Iteration 19Q: 3 clusters Score -436670.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -436696.062500 Penalty: 4161.009766
	Iteration 20F: 3 clusters Score -436696.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -436728.718750 Penalty: 4161.009766
	Iteration 21Q: 3 clusters Score -436728.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -436757.843750 Penalty: 4161.009766
	Iteration 22Q: 3 clusters Score -436757.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -436804.781250 Penalty: 4161.009766
	Iteration 23Q: 3 clusters Score -436804.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -436852.625000 Penalty: 4161.009766
	Iteration 24Q: 3 clusters Score -436852.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -436920.812500 Penalty: 4161.009766
	Iteration 25Q: 3 clusters Score -436920.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -436988.187500 Penalty: 4161.009766
	Iteration 26Q: 3 clusters Score -436988.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -437053.531250 Penalty: 4161.009766
	Iteration 27Q: 3 clusters Score -437053.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -437126.437500 Penalty: 4161.009766
	Iteration 28Q: 3 clusters Score -437126.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -437184.093750 Penalty: 4161.009766
	Iteration 29Q: 3 clusters Score -437184.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -437227.625000 Penalty: 4161.009766
	Iteration 30Q: 3 clusters Score -437227.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -437266.968750 Penalty: 4161.009766
	Iteration 31Q: 3 clusters Score -437267 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -437308.468750 Penalty: 4161.009766
	Iteration 32Q: 3 clusters Score -437308.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -437334.281250 Penalty: 4161.009766
	Iteration 33Q: 3 clusters Score -437334.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -437351.531250 Penalty: 4161.009766
	Iteration 34Q: 3 clusters Score -437351.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -437362.093750 Penalty: 4161.009766
	Iteration 35Q: 3 clusters Score -437362.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -437378.125000 Penalty: 4161.009766
	Iteration 36Q: 3 clusters Score -437378.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -437389.406250 Penalty: 4161.009766
	Iteration 37Q: 3 clusters Score -437389.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -437394.781250 Penalty: 4161.009766
	Iteration 38Q: 3 clusters Score -437394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -437399.593750 Penalty: 4161.009766
	Iteration 39Q: 3 clusters Score -437399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -437402.375000 Penalty: 4161.009766
	Iteration 40F: 3 clusters Score -437402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -437405.625000 Penalty: 4161.009766
	Iteration 41Q: 3 clusters Score -437405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -437408.937500 Penalty: 4161.009766
	Iteration 42Q: 3 clusters Score -437408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -437411.187500 Penalty: 4161.009766
	Iteration 43Q: 3 clusters Score -437411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -437412.625000 Penalty: 4161.009766
	Iteration 44Q: 3 clusters Score -437412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -437416.843750 Penalty: 4161.009766
	Iteration 45Q: 3 clusters Score -437416.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -437420.000000 Penalty: 4161.009766
	Iteration 46Q: 3 clusters Score -437420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -437425.343750 Penalty: 4161.009766
	Iteration 47Q: 3 clusters Score -437425.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -437429.937500 Penalty: 4161.009766
	Iteration 48Q: 3 clusters Score -437429.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -437433.625000 Penalty: 4161.009766
	Iteration 49Q: 3 clusters Score -437433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -437435.718750 Penalty: 4161.009766
	Iteration 50Q: 3 clusters Score -437435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -437438.156250 Penalty: 4161.009766
	Iteration 51Q: 3 clusters Score -437438.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -437442.031250 Penalty: 4161.009766
	Iteration 52Q: 3 clusters Score -437442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -437444.375000 Penalty: 4161.009766
	Iteration 53Q: 3 clusters Score -437444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -437444.625000 Penalty: 4161.009766
	Iteration 54Q: 3 clusters Score -437444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -437446.218750 Penalty: 4161.009766
	Iteration 55Q: 3 clusters Score -437446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -437446.781250 Penalty: 4161.009766
	Iteration 56Q: 3 clusters Score -437446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -437446.343750 Penalty: 4161.009766
	Iteration 57Q: 3 clusters Score -437446.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -437446.343750 Penalty: 4161.009766
	Iteration 58F: 3 clusters Score -437446.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Entering Unmasked Estep 
Score: -626348.812500 Penalty: 2160.560303
	Iteration 0F: 2 clusters Score -626348.8 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 3001 members 
Entering Unmasked Estep 
Score: -621124.750000 Penalty: 4321.120605
	Iteration 0F: 3 clusters Score -621124.8 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -622375.375000 Penalty: 4321.120605
	Iteration 1F: 3 clusters Score -622375.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -622626.812500 Penalty: 4321.120605
	Iteration 2F: 3 clusters Score -622626.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -622801.812500 Penalty: 4321.120605
	Iteration 3F: 3 clusters Score -622801.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -622934.125000 Penalty: 4321.120605
	Iteration 4Q: 3 clusters Score -622934.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -623042.062500 Penalty: 4321.120605
	Iteration 5Q: 3 clusters Score -623042.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -623131.750000 Penalty: 4321.120605
	Iteration 6Q: 3 clusters Score -623131.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -623223.750000 Penalty: 4321.120605
	Iteration 7Q: 3 clusters Score -623223.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -623329.875000 Penalty: 4321.120605
	Iteration 8Q: 3 clusters Score -623329.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -623427.750000 Penalty: 4321.120605
	Iteration 9Q: 3 clusters Score -623427.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -623506.437500 Penalty: 4321.120605
	Iteration 10Q: 3 clusters Score -623506.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -623584.000000 Penalty: 4321.120605
	Iteration 11Q: 3 clusters Score -623584 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -623666.562500 Penalty: 4321.120605
	Iteration 12Q: 3 clusters Score -623666.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -623753.812500 Penalty: 4321.120605
	Iteration 13Q: 3 clusters Score -623753.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -623841.187500 Penalty: 4321.120605
	Iteration 14Q: 3 clusters Score -623841.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -623924.812500 Penalty: 4321.120605
	Iteration 15Q: 3 clusters Score -623924.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -624004.562500 Penalty: 4321.120605
	Iteration 16Q: 3 clusters Score -624004.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -624068.187500 Penalty: 4321.120605
	Iteration 17Q: 3 clusters Score -624068.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -624127.062500 Penalty: 4321.120605
	Iteration 18Q: 3 clusters Score -624127.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -624192.312500 Penalty: 4321.120605
	Iteration 19Q: 3 clusters Score -624192.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -624251.812500 Penalty: 4321.120605
	Iteration 20F: 3 clusters Score -624251.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -624306.125000 Penalty: 4321.120605
	Iteration 21Q: 3 clusters Score -624306.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -624361.687500 Penalty: 4321.120605
	Iteration 22Q: 3 clusters Score -624361.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -624410.437500 Penalty: 4321.120605
	Iteration 23Q: 3 clusters Score -624410.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -624452.750000 Penalty: 4321.120605
	Iteration 24Q: 3 clusters Score -624452.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -624493.687500 Penalty: 4321.120605
	Iteration 25Q: 3 clusters Score -624493.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -624519.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -624549.500000 Penalty: 4321.120605
	Iteration 27Q: 3 clusters Score -624549.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -624572.187500 Penalty: 4321.120605
	Iteration 28Q: 3 clusters Score -624572.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -624590.937500 Penalty: 4321.120605
	Iteration 29Q: 3 clusters Score -624590.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -624603.812500 Penalty: 4321.120605
	Iteration 30Q: 3 clusters Score -624603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -624609.562500 Penalty: 4321.120605
	Iteration 31Q: 3 clusters Score -624609.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -624616.187500 Penalty: 4321.120605
	Iteration 32Q: 3 clusters Score -624616.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -624625.125000 Penalty: 4321.120605
	Iteration 33Q: 3 clusters Score -624625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -624628.062500 Penalty: 4321.120605
	Iteration 34Q: 3 clusters Score -624628.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -624631.937500 Penalty: 4321.120605
	Iteration 35Q: 3 clusters Score -624631.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -624634.000000 Penalty: 4321.120605
	Iteration 36Q: 3 clusters Score -624634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -624636.437500 Penalty: 4321.120605
	Iteration 37Q: 3 clusters Score -624636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -624638.375000 Penalty: 4321.120605
	Iteration 38Q: 3 clusters Score -624638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -624643.000000 Penalty: 4321.120605
	Iteration 39Q: 3 clusters Score -624643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -624644.687500 Penalty: 4321.120605
	Iteration 40F: 3 clusters Score -624644.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -624648.375000 Penalty: 4321.120605
	Iteration 41Q: 3 clusters Score -624648.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -624649.562500 Penalty: 4321.120605
	Iteration 42Q: 3 clusters Score -624649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -624651.250000 Penalty: 4321.120605
	Iteration 43Q: 3 clusters Score -624651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -624651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -624653.625000 Penalty: 4321.120605
	Iteration 45Q: 3 clusters Score -624653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -624653.750000 Penalty: 4321.120605
	Iteration 46Q: 3 clusters Score -624653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -624653.625000 Penalty: 4321.120605
	Iteration 47Q: 3 clusters Score -624653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -624654.375000 Penalty: 4321.120605
	Iteration 48Q: 3 clusters Score -624654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -624654.375000 Penalty: 4321.120605
	Iteration 49F: 3 clusters Score -624654.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 4 contains 84043 members 
Mstep: Class 5 contains 216828 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 126455 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139167 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059080.000000 Penalty: 43306.667969
Iteration 399Q: 14 clusters Score -7.005908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 4 contains 84045 members 
Mstep: Class 5 contains 216825 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8278 members 
Mstep: Class 11 contains 126448 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 139179 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059096.000000 Penalty: 43306.667969
Iteration 400F: 14 clusters Score -7.00591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84044 members 
Mstep: Class 5 contains 216822 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8277 members 
Mstep: Class 11 contains 126445 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139186 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059072.000000 Penalty: 43306.667969
Iteration 401Q: 14 clusters Score -7.005907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 4 contains 84043 members 
Mstep: Class 5 contains 216819 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8277 members 
Mstep: Class 11 contains 126437 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139197 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059088.000000 Penalty: 43306.667969
Iteration 402Q: 14 clusters Score -7.005909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84045 members 
Mstep: Class 5 contains 216820 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 126430 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139199 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059104.000000 Penalty: 43306.667969
Iteration 403Q: 14 clusters Score -7.00591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84043 members 
Mstep: Class 5 contains 216818 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126425 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139211 members 
Mstep: Class 16 contains 25621 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19480 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059080.000000 Penalty: 43306.667969
Iteration 404Q: 14 clusters Score -7.005908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84043 members 
Mstep: Class 5 contains 216812 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126418 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 139228 members 
Mstep: Class 16 contains 25619 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19479 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059104.000000 Penalty: 43306.667969
Iteration 405Q: 14 clusters Score -7.00591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84042 members 
Mstep: Class 5 contains 216805 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126407 members 
Mstep: Class 14 contains 38011 members 
Mstep: Class 15 contains 139250 members 
Mstep: Class 16 contains 25619 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059112.000000 Penalty: 43306.667969
Iteration 406Q: 14 clusters Score -7.005911e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84041 members 
Mstep: Class 5 contains 216802 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126399 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 139263 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19478 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 407Q: 14 clusters Score -7.005906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84042 members 
Mstep: Class 5 contains 216797 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126389 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139274 members 
Mstep: Class 16 contains 25615 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19481 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059080.000000 Penalty: 43306.667969
Iteration 408Q: 14 clusters Score -7.005908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84044 members 
Mstep: Class 5 contains 216798 members 
Mstep: Class 9 contains 1895 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126383 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 139277 members 
Mstep: Class 16 contains 25615 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19482 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059072.000000 Penalty: 43306.667969
Iteration 409Q: 14 clusters Score -7.005907e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84049 members 
Mstep: Class 5 contains 216799 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126364 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139284 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19487 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059088.000000 Penalty: 43306.667969
Iteration 410Q: 14 clusters Score -7.005909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84049 members 
Mstep: Class 5 contains 216805 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126353 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139289 members 
Mstep: Class 16 contains 25615 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19487 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059064.000000 Penalty: 43306.667969
Iteration 411Q: 14 clusters Score -7.005906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84052 members 
Mstep: Class 5 contains 216813 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126339 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139291 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19487 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059096.000000 Penalty: 43306.667969
Iteration 412Q: 14 clusters Score -7.00591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84056 members 
Mstep: Class 5 contains 216815 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126332 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139292 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19486 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059112.000000 Penalty: 43306.667969
Iteration 413Q: 14 clusters Score -7.005911e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84055 members 
Mstep: Class 5 contains 216816 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126326 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139298 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19486 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059072.000000 Penalty: 43306.667969
Iteration 414Q: 14 clusters Score -7.005907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84055 members 
Mstep: Class 5 contains 216819 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126317 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139306 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19486 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059088.000000 Penalty: 43306.667969
Iteration 415Q: 14 clusters Score -7.005909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84052 members 
Mstep: Class 5 contains 216824 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126307 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139315 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19487 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 416Q: 14 clusters Score -7.005904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84051 members 
Mstep: Class 5 contains 216829 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126298 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139320 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19488 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 417Q: 14 clusters Score -7.005902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84047 members 
Mstep: Class 5 contains 216835 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126292 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139322 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19489 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 418Q: 14 clusters Score -7.005897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84046 members 
Mstep: Class 5 contains 216838 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126291 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139322 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19489 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059000.000000 Penalty: 43306.667969
Iteration 419Q: 14 clusters Score -7.0059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84047 members 
Mstep: Class 5 contains 216837 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126288 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139324 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19490 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 420F: 14 clusters Score -7.005899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84045 members 
Mstep: Class 5 contains 216841 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126281 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139329 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19490 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059016.000000 Penalty: 43306.667969
Iteration 421Q: 14 clusters Score -7.005902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84043 members 
Mstep: Class 5 contains 216841 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126275 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139337 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19490 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059032.000000 Penalty: 43306.667969
Iteration 422Q: 14 clusters Score -7.005903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84041 members 
Mstep: Class 5 contains 216844 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126265 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139346 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19490 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059040.000000 Penalty: 43306.667969
Iteration 423Q: 14 clusters Score -7.005904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84042 members 
Mstep: Class 5 contains 216842 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126255 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139356 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19490 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059008.000000 Penalty: 43306.667969
Iteration 424Q: 14 clusters Score -7.005901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84045 members 
Mstep: Class 5 contains 216843 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126245 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139363 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19491 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059008.000000 Penalty: 43306.667969
Iteration 425Q: 14 clusters Score -7.005901e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 4 contains 84051 members 
Mstep: Class 5 contains 216839 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126235 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139370 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19493 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059032.000000 Penalty: 43306.667969
Iteration 426Q: 14 clusters Score -7.005903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84056 members 
Mstep: Class 5 contains 216841 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126218 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139379 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19494 members 
Mstep: Class 19 contains 4396 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059056.000000 Penalty: 43306.667969
Iteration 427Q: 14 clusters Score -7.005906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84057 members 
Mstep: Class 5 contains 216837 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126203 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139399 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19495 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059040.000000 Penalty: 43306.667969
Iteration 428Q: 14 clusters Score -7.005904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84060 members 
Mstep: Class 5 contains 216840 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126182 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139413 members 
Mstep: Class 16 contains 25615 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19497 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059024.000000 Penalty: 43306.667969
Iteration 429Q: 14 clusters Score -7.005902e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 4 contains 84063 members 
Mstep: Class 5 contains 216841 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126159 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139431 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19498 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059040.000000 Penalty: 43306.667969
Iteration 430Q: 14 clusters Score -7.005904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 4 contains 84063 members 
Mstep: Class 5 contains 216848 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126137 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 139447 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19498 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059008.000000 Penalty: 43306.667969
Iteration 431Q: 14 clusters Score -7.005901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 4 contains 84068 members 
Mstep: Class 5 contains 216847 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126120 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 139459 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19498 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058992.000000 Penalty: 43306.667969
Iteration 432Q: 14 clusters Score -7.005899e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 4 contains 84072 members 
Mstep: Class 5 contains 216839 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126105 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139472 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19499 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059040.000000 Penalty: 43306.667969
Iteration 433Q: 14 clusters Score -7.005904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84071 members 
Mstep: Class 5 contains 216836 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126088 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139488 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19500 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059056.000000 Penalty: 43306.667969
Iteration 434Q: 14 clusters Score -7.005906e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 4 contains 84071 members 
Mstep: Class 5 contains 216839 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126065 members 
Mstep: Class 14 contains 38011 members 
Mstep: Class 15 contains 139507 members 
Mstep: Class 16 contains 25619 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058976.000000 Penalty: 43306.667969
Iteration 435Q: 14 clusters Score -7.005898e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 4 contains 84078 members 
Mstep: Class 5 contains 216843 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126039 members 
Mstep: Class 14 contains 38012 members 
Mstep: Class 15 contains 139521 members 
Mstep: Class 16 contains 25620 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058952.000000 Penalty: 43306.667969
Iteration 436Q: 14 clusters Score -7.005895e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84084 members 
Mstep: Class 5 contains 216852 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 126014 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139529 members 
Mstep: Class 16 contains 25621 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058936.000000 Penalty: 43306.667969
Iteration 437Q: 14 clusters Score -7.005894e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84094 members 
Mstep: Class 5 contains 216855 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125994 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139531 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058960.000000 Penalty: 43306.667969
Iteration 438Q: 14 clusters Score -7.005896e+07 nChanged 41
Entering ConstructFrom: 
Score: -70058960.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (10779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Entering Unmasked Estep 
Score: -1127321.375000 Penalty: 2302.768066
	Iteration 0F: 2 clusters Score -1127321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1119151.875000 Penalty: 4605.536133
	Iteration 0F: 3 clusters Score -1119152 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1121526.750000 Penalty: 4605.536133
	Iteration 1F: 3 clusters Score -1121527 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1121845.875000 Penalty: 4605.536133
	Iteration 2F: 3 clusters Score -1121846 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1122077.125000 Penalty: 4605.536133
	Iteration 3Q: 3 clusters Score -1122077 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1122285.875000 Penalty: 4605.536133
	Iteration 4Q: 3 clusters Score -1122286 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1122433.750000 Penalty: 4605.536133
	Iteration 5Q: 3 clusters Score -1122434 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1122562.125000 Penalty: 4605.536133
	Iteration 6Q: 3 clusters Score -1122562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1122682.750000 Penalty: 4605.536133
	Iteration 7Q: 3 clusters Score -1122683 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1122776.750000 Penalty: 4605.536133
	Iteration 8Q: 3 clusters Score -1122777 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1122864.500000 Penalty: 4605.536133
	Iteration 9Q: 3 clusters Score -1122864 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1122950.500000 Penalty: 4605.536133
	Iteration 10Q: 3 clusters Score -1122950 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1123030.125000 Penalty: 4605.536133
	Iteration 11Q: 3 clusters Score -1123030 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1123097.125000 Penalty: 4605.536133
	Iteration 12Q: 3 clusters Score -1123097 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1123164.375000 Penalty: 4605.536133
	Iteration 13Q: 3 clusters Score -1123164 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1123218.250000 Penalty: 4605.536133
	Iteration 14Q: 3 clusters Score -1123218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1123278.000000 Penalty: 4605.536133
	Iteration 15Q: 3 clusters Score -1123278 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1123331.375000 Penalty: 4605.536133
	Iteration 16Q: 3 clusters Score -1123331 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1123396.000000 Penalty: 4605.536133
	Iteration 17Q: 3 clusters Score -1123396 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1123463.750000 Penalty: 4605.536133
	Iteration 18Q: 3 clusters Score -1123464 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1123546.875000 Penalty: 4605.536133
	Iteration 19Q: 3 clusters Score -1123547 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1123657.250000 Penalty: 4605.536133
	Iteration 20F: 3 clusters Score -1123657 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1123784.500000 Penalty: 4605.536133
	Iteration 21Q: 3 clusters Score -1123784 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1123933.375000 Penalty: 4605.536133
	Iteration 22Q: 3 clusters Score -1123933 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1124089.125000 Penalty: 4605.536133
	Iteration 23Q: 3 clusters Score -1124089 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1124270.000000 Penalty: 4605.536133
	Iteration 24Q: 3 clusters Score -1124270 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1124461.250000 Penalty: 4605.536133
	Iteration 25Q: 3 clusters Score -1124461 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1124623.625000 Penalty: 4605.536133
	Iteration 26Q: 3 clusters Score -1124624 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1124784.125000 Penalty: 4605.536133
	Iteration 27Q: 3 clusters Score -1124784 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1124911.000000 Penalty: 4605.536133
	Iteration 28Q: 3 clusters Score -1124911 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1125007.375000 Penalty: 4605.536133
	Iteration 29Q: 3 clusters Score -1125007 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1125090.875000 Penalty: 4605.536133
	Iteration 30Q: 3 clusters Score -1125091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1125156.000000 Penalty: 4605.536133
	Iteration 31Q: 3 clusters Score -1125156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1125204.375000 Penalty: 4605.536133
	Iteration 32Q: 3 clusters Score -1125204 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1125238.250000 Penalty: 4605.536133
	Iteration 33Q: 3 clusters Score -1125238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1125258.875000 Penalty: 4605.536133
	Iteration 34Q: 3 clusters Score -1125259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1125283.125000 Penalty: 4605.536133
	Iteration 35Q: 3 clusters Score -1125283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1125300.625000 Penalty: 4605.536133
	Iteration 36Q: 3 clusters Score -1125301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1125316.375000 Penalty: 4605.536133
	Iteration 37Q: 3 clusters Score -1125316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1125326.000000 Penalty: 4605.536133
	Iteration 38Q: 3 clusters Score -1125326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1125337.750000 Penalty: 4605.536133
	Iteration 39Q: 3 clusters Score -1125338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1125347.625000 Penalty: 4605.536133
	Iteration 40F: 3 clusters Score -1125348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1125352.500000 Penalty: 4605.536133
	Iteration 41Q: 3 clusters Score -1125352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1125358.250000 Penalty: 4605.536133
	Iteration 42Q: 3 clusters Score -1125358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1125358.375000 Penalty: 4605.536133
	Iteration 43Q: 3 clusters Score -1125358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1125361.125000 Penalty: 4605.536133
	Iteration 44Q: 3 clusters Score -1125361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1125362.875000 Penalty: 4605.536133
	Iteration 45Q: 3 clusters Score -1125363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1125366.625000 Penalty: 4605.536133
	Iteration 46Q: 3 clusters Score -1125367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1125368.375000 Penalty: 4605.536133
	Iteration 47Q: 3 clusters Score -1125368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1125367.125000 Penalty: 4605.536133
	Iteration 48Q: 3 clusters Score -1125367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1125369.125000 Penalty: 4605.536133
	Iteration 49Q: 3 clusters Score -1125369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1125370.875000 Penalty: 4605.536133
	Iteration 50Q: 3 clusters Score -1125371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1125372.000000 Penalty: 4605.536133
	Iteration 51Q: 3 clusters Score -1125372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1125372.000000 Penalty: 4605.536133
	Iteration 52F: 3 clusters Score -1125372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (84102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84102 members 
Entering Unmasked Estep 
Score: -8873440.000000 Penalty: 2812.266846
	Iteration 0F: 2 clusters Score -8873440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -8816950.000000 Penalty: 5624.533691
	Iteration 0F: 3 clusters Score -8816950 nChanged 39649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8839547.000000 Penalty: 5624.533691
	Iteration 1F: 3 clusters Score -8839547 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8840273.000000 Penalty: 5624.533691
	Iteration 2Q: 3 clusters Score -8840273 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8841051.000000 Penalty: 5624.533691
	Iteration 3Q: 3 clusters Score -8841051 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -8841967.000000 Penalty: 5624.533691
	Iteration 4Q: 3 clusters Score -8841967 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -8843300.000000 Penalty: 5624.533691
	Iteration 5Q: 3 clusters Score -8843300 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -8845418.000000 Penalty: 5624.533691
	Iteration 6Q: 3 clusters Score -8845418 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -8848701.000000 Penalty: 5624.533691
	Iteration 7F: 3 clusters Score -8848701 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 63079 members 
Entering Unmasked Estep 
Score: -8853300.000000 Penalty: 5624.533691
	Iteration 8F: 3 clusters Score -8853300 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -8858603.000000 Penalty: 5624.533691
	Iteration 9F: 3 clusters Score -8858603 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -8863174.000000 Penalty: 5624.533691
	Iteration 10F: 3 clusters Score -8863174 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -8866209.000000 Penalty: 5624.533691
	Iteration 11Q: 3 clusters Score -8866209 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -8868071.000000 Penalty: 5624.533691
	Iteration 12Q: 3 clusters Score -8868071 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -8869147.000000 Penalty: 5624.533691
	Iteration 13Q: 3 clusters Score -8869147 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -8869820.000000 Penalty: 5624.533691
	Iteration 14Q: 3 clusters Score -8869820 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -8870234.000000 Penalty: 5624.533691
	Iteration 15Q: 3 clusters Score -8870234 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -8870432.000000 Penalty: 5624.533691
	Iteration 16Q: 3 clusters Score -8870432 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -8870586.000000 Penalty: 5624.533691
	Iteration 17Q: 3 clusters Score -8870586 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -8870704.000000 Penalty: 5624.533691
	Iteration 18Q: 3 clusters Score -8870704 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 82567 members 
Entering Unmasked Estep 
Score: -8870771.000000 Penalty: 5624.533691
	Iteration 19Q: 3 clusters Score -8870771 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -8870851.000000 Penalty: 5624.533691
	Iteration 20F: 3 clusters Score -8870851 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 82809 members 
Entering Unmasked Estep 
Score: -8870913.000000 Penalty: 5624.533691
	Iteration 21Q: 3 clusters Score -8870913 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -8870944.000000 Penalty: 5624.533691
	Iteration 22Q: 3 clusters Score -8870944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 82953 members 
Entering Unmasked Estep 
Score: -8870989.000000 Penalty: 5624.533691
	Iteration 23Q: 3 clusters Score -8870989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -8871017.000000 Penalty: 5624.533691
	Iteration 24Q: 3 clusters Score -8871017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 83023 members 
Entering Unmasked Estep 
Score: -8871025.000000 Penalty: 5624.533691
	Iteration 25Q: 3 clusters Score -8871025 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 83054 members 
Entering Unmasked Estep 
Score: -8871048.000000 Penalty: 5624.533691
	Iteration 26Q: 3 clusters Score -8871048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -8871065.000000 Penalty: 5624.533691
	Iteration 27Q: 3 clusters Score -8871065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 83098 members 
Entering Unmasked Estep 
Score: -8871078.000000 Penalty: 5624.533691
	Iteration 28Q: 3 clusters Score -8871078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -8871079.000000 Penalty: 5624.533691
	Iteration 29Q: 3 clusters Score -8871079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -8871079.000000 Penalty: 5624.533691
	Iteration 30Q: 3 clusters Score -8871079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -8871096.000000 Penalty: 5624.533691
	Iteration 31Q: 3 clusters Score -8871096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -8871104.000000 Penalty: 5624.533691
	Iteration 32Q: 3 clusters Score -8871104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -8871108.000000 Penalty: 5624.533691
	Iteration 33Q: 3 clusters Score -8871108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -8871114.000000 Penalty: 5624.533691
	Iteration 34Q: 3 clusters Score -8871114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 83175 members 
Entering Unmasked Estep 
Score: -8871115.000000 Penalty: 5624.533691
	Iteration 35Q: 3 clusters Score -8871115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -8871125.000000 Penalty: 5624.533691
	Iteration 36Q: 3 clusters Score -8871125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -8871125.000000 Penalty: 5624.533691
	Iteration 37Q: 3 clusters Score -8871125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 83195 members 
Entering Unmasked Estep 
Score: -8871116.000000 Penalty: 5624.533691
	Iteration 38Q: 3 clusters Score -8871116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -8871125.000000 Penalty: 5624.533691
	Iteration 39Q: 3 clusters Score -8871125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -8871141.000000 Penalty: 5624.533691
	Iteration 40F: 3 clusters Score -8871141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -8871140.000000 Penalty: 5624.533691
	Iteration 41Q: 3 clusters Score -8871140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -8871136.000000 Penalty: 5624.533691
	Iteration 42Q: 3 clusters Score -8871136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -8871137.000000 Penalty: 5624.533691
	Iteration 43Q: 3 clusters Score -8871137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -8871136.000000 Penalty: 5624.533691
	Iteration 44Q: 3 clusters Score -8871136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -8871133.000000 Penalty: 5624.533691
	Iteration 45Q: 3 clusters Score -8871133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -8871133.000000 Penalty: 5624.533691
	Iteration 46F: 3 clusters Score -8871133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216859 members 
Entering Unmasked Estep 
Score: -22663740.000000 Penalty: 3047.176758
	Iteration 0F: 2 clusters Score -2.266374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -22527178.000000 Penalty: 6094.353516
	Iteration 0F: 3 clusters Score -2.252718e+07 nChanged 104329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -22588168.000000 Penalty: 6094.353516
	Iteration 1F: 3 clusters Score -2.258817e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112662 members 
Mstep: Class 2 contains 104197 members 
Entering Unmasked Estep 
Score: -22589134.000000 Penalty: 6094.353516
	Iteration 2Q: 3 clusters Score -2.258913e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115539 members 
Mstep: Class 2 contains 101320 members 
Entering Unmasked Estep 
Score: -22590722.000000 Penalty: 6094.353516
	Iteration 3Q: 3 clusters Score -2.259072e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -22592710.000000 Penalty: 6094.353516
	Iteration 4Q: 3 clusters Score -2.259271e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126759 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -22596062.000000 Penalty: 6094.353516
	Iteration 5Q: 3 clusters Score -2.259606e+07 nChanged 11282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136097 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -22601220.000000 Penalty: 6094.353516
	Iteration 6F: 3 clusters Score -2.260122e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148417 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -22608910.000000 Penalty: 6094.353516
	Iteration 7F: 3 clusters Score -2.260891e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -22619758.000000 Penalty: 6094.353516
	Iteration 8F: 3 clusters Score -2.261976e+07 nChanged 15524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178283 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -22632506.000000 Penalty: 6094.353516
	Iteration 9F: 3 clusters Score -2.263251e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191730 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -22644346.000000 Penalty: 6094.353516
	Iteration 10F: 3 clusters Score -2.264435e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201953 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -22652968.000000 Penalty: 6094.353516
	Iteration 11Q: 3 clusters Score -2.265297e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208848 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -22657128.000000 Penalty: 6094.353516
	Iteration 12Q: 3 clusters Score -2.265713e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212847 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -22659228.000000 Penalty: 6094.353516
	Iteration 13Q: 3 clusters Score -2.265923e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214909 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -22660320.000000 Penalty: 6094.353516
	Iteration 14Q: 3 clusters Score -2.266032e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215777 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22660724.000000 Penalty: 6094.353516
	Iteration 15Q: 3 clusters Score -2.266072e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216113 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -22660966.000000 Penalty: 6094.353516
	Iteration 16Q: 3 clusters Score -2.266097e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216255 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -22661140.000000 Penalty: 6094.353516
	Iteration 17Q: 3 clusters Score -2.266114e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216326 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22661212.000000 Penalty: 6094.353516
	Iteration 18Q: 3 clusters Score -2.266121e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216362 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22661230.000000 Penalty: 6094.353516
	Iteration 19Q: 3 clusters Score -2.266123e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216378 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22661248.000000 Penalty: 6094.353516
	Iteration 20F: 3 clusters Score -2.266125e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216391 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -22661250.000000 Penalty: 6094.353516
	Iteration 21Q: 3 clusters Score -2.266125e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216401 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -22661286.000000 Penalty: 6094.353516
	Iteration 22Q: 3 clusters Score -2.266129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22661306.000000 Penalty: 6094.353516
	Iteration 23Q: 3 clusters Score -2.266131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216416 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22661324.000000 Penalty: 6094.353516
	Iteration 24Q: 3 clusters Score -2.266132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22661326.000000 Penalty: 6094.353516
	Iteration 25Q: 3 clusters Score -2.266133e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216415 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22661332.000000 Penalty: 6094.353516
	Iteration 26Q: 3 clusters Score -2.266133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216419 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22661344.000000 Penalty: 6094.353516
	Iteration 27Q: 3 clusters Score -2.266134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216424 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22661346.000000 Penalty: 6094.353516
	Iteration 28Q: 3 clusters Score -2.266135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216425 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22661350.000000 Penalty: 6094.353516
	Iteration 29Q: 3 clusters Score -2.266135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22661364.000000 Penalty: 6094.353516
	Iteration 30Q: 3 clusters Score -2.266136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22661360.000000 Penalty: 6094.353516
	Iteration 31Q: 3 clusters Score -2.266136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22661360.000000 Penalty: 6094.353516
	Iteration 32Q: 3 clusters Score -2.266136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22661352.000000 Penalty: 6094.353516
	Iteration 33Q: 3 clusters Score -2.266135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22661354.000000 Penalty: 6094.353516
	Iteration 34Q: 3 clusters Score -2.266135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216429 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22661336.000000 Penalty: 6094.353516
	Iteration 35Q: 3 clusters Score -2.266134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216428 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22661340.000000 Penalty: 6094.353516
	Iteration 36Q: 3 clusters Score -2.266134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216426 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22661348.000000 Penalty: 6094.353516
	Iteration 37Q: 3 clusters Score -2.266135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22661344.000000 Penalty: 6094.353516
	Iteration 38Q: 3 clusters Score -2.266134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22661344.000000 Penalty: 6094.353516
	Iteration 39F: 3 clusters Score -2.266134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -170576.171875 Penalty: 1871.518677
	Iteration 0F: 2 clusters Score -170576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -168054.250000 Penalty: 3743.037354
	Iteration 0F: 3 clusters Score -168054.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -168832.703125 Penalty: 3743.037354
	Iteration 1F: 3 clusters Score -168832.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -169298.500000 Penalty: 3743.037354
	Iteration 2F: 3 clusters Score -169298.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -169722.421875 Penalty: 3743.037354
	Iteration 3F: 3 clusters Score -169722.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -170294.078125 Penalty: 3743.037354
	Iteration 4F: 3 clusters Score -170294.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -171129.187500 Penalty: 3743.037354
	Iteration 5F: 3 clusters Score -171129.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -171388.187500 Penalty: 3743.037354
	Iteration 6F: 3 clusters Score -171388.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -171510.203125 Penalty: 3743.037354
	Iteration 7Q: 3 clusters Score -171510.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -171657.500000 Penalty: 3743.037354
	Iteration 8Q: 3 clusters Score -171657.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -171802.984375 Penalty: 3743.037354
	Iteration 9Q: 3 clusters Score -171803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -171869.000000 Penalty: 3743.037354
	Iteration 10Q: 3 clusters Score -171869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -171887.484375 Penalty: 3743.037354
	Iteration 11Q: 3 clusters Score -171887.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -171892.000000 Penalty: 3743.037354
	Iteration 12Q: 3 clusters Score -171892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -171892.000000 Penalty: 3743.037354
	Iteration 13F: 3 clusters Score -171892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 4 contains 84102 members 
Mstep: Class 5 contains 216859 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125975 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139537 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
Score: -70058752.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70058960.000000 to -70058752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Entering Unmasked Estep 
Score: -828595.625000 Penalty: 2237.206543
	Iteration 0F: 2 clusters Score -828595.6 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 4076 members 
Entering Unmasked Estep 
Score: -822119.812500 Penalty: 4474.413086
	Iteration 0F: 3 clusters Score -822119.8 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -824648.125000 Penalty: 4474.413086
	Iteration 1F: 3 clusters Score -824648.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -825561.000000 Penalty: 4474.413086
	Iteration 2F: 3 clusters Score -825561 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -826364.875000 Penalty: 4474.413086
	Iteration 3F: 3 clusters Score -826364.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -826948.875000 Penalty: 4474.413086
	Iteration 4F: 3 clusters Score -826948.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -827305.500000 Penalty: 4474.413086
	Iteration 5F: 3 clusters Score -827305.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -827502.062500 Penalty: 4474.413086
	Iteration 6Q: 3 clusters Score -827502.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -827602.687500 Penalty: 4474.413086
	Iteration 7Q: 3 clusters Score -827602.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -827657.812500 Penalty: 4474.413086
	Iteration 8Q: 3 clusters Score -827657.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -827688.687500 Penalty: 4474.413086
	Iteration 9Q: 3 clusters Score -827688.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -827702.875000 Penalty: 4474.413086
	Iteration 10Q: 3 clusters Score -827702.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -827718.250000 Penalty: 4474.413086
	Iteration 11Q: 3 clusters Score -827718.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -827726.187500 Penalty: 4474.413086
	Iteration 12Q: 3 clusters Score -827726.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -827739.062500 Penalty: 4474.413086
	Iteration 13Q: 3 clusters Score -827739.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -827745.625000 Penalty: 4474.413086
	Iteration 14Q: 3 clusters Score -827745.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -827751.187500 Penalty: 4474.413086
	Iteration 15Q: 3 clusters Score -827751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -827755.812500 Penalty: 4474.413086
	Iteration 16Q: 3 clusters Score -827755.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -827762.375000 Penalty: 4474.413086
	Iteration 17Q: 3 clusters Score -827762.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -827772.750000 Penalty: 4474.413086
	Iteration 18Q: 3 clusters Score -827772.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -827779.625000 Penalty: 4474.413086
	Iteration 19Q: 3 clusters Score -827779.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -827788.250000 Penalty: 4474.413086
	Iteration 20F: 3 clusters Score -827788.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -827793.750000 Penalty: 4474.413086
	Iteration 21Q: 3 clusters Score -827793.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -827796.562500 Penalty: 4474.413086
	Iteration 22Q: 3 clusters Score -827796.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -827803.062500 Penalty: 4474.413086
	Iteration 23Q: 3 clusters Score -827803.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -827803.187500 Penalty: 4474.413086
	Iteration 24Q: 3 clusters Score -827803.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -827803.500000 Penalty: 4474.413086
	Iteration 25Q: 3 clusters Score -827803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -827807.000000 Penalty: 4474.413086
	Iteration 26Q: 3 clusters Score -827807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -827808.812500 Penalty: 4474.413086
	Iteration 27Q: 3 clusters Score -827808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -827811.687500 Penalty: 4474.413086
	Iteration 28Q: 3 clusters Score -827811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -827810.812500 Penalty: 4474.413086
	Iteration 29Q: 3 clusters Score -827810.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -827811.812500 Penalty: 4474.413086
	Iteration 30Q: 3 clusters Score -827811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -827812.437500 Penalty: 4474.413086
	Iteration 31Q: 3 clusters Score -827812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -827812.625000 Penalty: 4474.413086
	Iteration 32Q: 3 clusters Score -827812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -827812.125000 Penalty: 4474.413086
	Iteration 33Q: 3 clusters Score -827812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -827814.250000 Penalty: 4474.413086
	Iteration 34Q: 3 clusters Score -827814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -827815.812500 Penalty: 4474.413086
	Iteration 35Q: 3 clusters Score -827815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -827815.187500 Penalty: 4474.413086
	Iteration 36Q: 3 clusters Score -827815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -827816.500000 Penalty: 4474.413086
	Iteration 37Q: 3 clusters Score -827816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -827814.375000 Penalty: 4474.413086
	Iteration 38Q: 3 clusters Score -827814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -827814.375000 Penalty: 4474.413086
	Iteration 39F: 3 clusters Score -827814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125975 members 
Entering Unmasked Estep 
Score: -13186092.000000 Penalty: 2912.471924
	Iteration 0F: 2 clusters Score -1.318609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -13101712.000000 Penalty: 5824.943848
	Iteration 0F: 3 clusters Score -1.310171e+07 nChanged 60050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -13136793.000000 Penalty: 5824.943848
	Iteration 1F: 3 clusters Score -1.313679e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -13138399.000000 Penalty: 5824.943848
	Iteration 2Q: 3 clusters Score -1.31384e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 72976 members 
Entering Unmasked Estep 
Score: -13140521.000000 Penalty: 5824.943848
	Iteration 3Q: 3 clusters Score -1.314052e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -13143950.000000 Penalty: 5824.943848
	Iteration 4F: 3 clusters Score -1.314395e+07 nChanged 7792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 84635 members 
Entering Unmasked Estep 
Score: -13149247.000000 Penalty: 5824.943848
	Iteration 5F: 3 clusters Score -1.314925e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 92732 members 
Entering Unmasked Estep 
Score: -13156531.000000 Penalty: 5824.943848
	Iteration 6F: 3 clusters Score -1.315653e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
Score: -13164225.000000 Penalty: 5824.943848
	Iteration 7F: 3 clusters Score -1.316422e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -13170602.000000 Penalty: 5824.943848
	Iteration 8F: 3 clusters Score -1.31706e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -13175208.000000 Penalty: 5824.943848
	Iteration 9Q: 3 clusters Score -1.317521e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -13178038.000000 Penalty: 5824.943848
	Iteration 10Q: 3 clusters Score -1.317804e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 118776 members 
Entering Unmasked Estep 
Score: -13179784.000000 Penalty: 5824.943848
	Iteration 11Q: 3 clusters Score -1.317978e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -13180964.000000 Penalty: 5824.943848
	Iteration 12Q: 3 clusters Score -1.318096e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 121717 members 
Entering Unmasked Estep 
Score: -13181769.000000 Penalty: 5824.943848
	Iteration 13Q: 3 clusters Score -1.318177e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 122645 members 
Entering Unmasked Estep 
Score: -13182358.000000 Penalty: 5824.943848
	Iteration 14Q: 3 clusters Score -1.318236e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 123297 members 
Entering Unmasked Estep 
Score: -13182698.000000 Penalty: 5824.943848
	Iteration 15Q: 3 clusters Score -1.31827e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 123752 members 
Entering Unmasked Estep 
Score: -13182928.000000 Penalty: 5824.943848
	Iteration 16Q: 3 clusters Score -1.318293e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 124041 members 
Entering Unmasked Estep 
Score: -13183035.000000 Penalty: 5824.943848
	Iteration 17Q: 3 clusters Score -1.318304e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -13183151.000000 Penalty: 5824.943848
	Iteration 18Q: 3 clusters Score -1.318315e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -13183268.000000 Penalty: 5824.943848
	Iteration 19Q: 3 clusters Score -1.318327e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 124551 members 
Entering Unmasked Estep 
Score: -13183332.000000 Penalty: 5824.943848
	Iteration 20F: 3 clusters Score -1.318333e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 124654 members 
Entering Unmasked Estep 
Score: -13183392.000000 Penalty: 5824.943848
	Iteration 21Q: 3 clusters Score -1.318339e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 124724 members 
Entering Unmasked Estep 
Score: -13183409.000000 Penalty: 5824.943848
	Iteration 22Q: 3 clusters Score -1.318341e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 124780 members 
Entering Unmasked Estep 
Score: -13183449.000000 Penalty: 5824.943848
	Iteration 23Q: 3 clusters Score -1.318345e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 124821 members 
Entering Unmasked Estep 
Score: -13183453.000000 Penalty: 5824.943848
	Iteration 24Q: 3 clusters Score -1.318345e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 124847 members 
Entering Unmasked Estep 
Score: -13183497.000000 Penalty: 5824.943848
	Iteration 25Q: 3 clusters Score -1.31835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 124869 members 
Entering Unmasked Estep 
Score: -13183493.000000 Penalty: 5824.943848
	Iteration 26Q: 3 clusters Score -1.318349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 124886 members 
Entering Unmasked Estep 
Score: -13183514.000000 Penalty: 5824.943848
	Iteration 27Q: 3 clusters Score -1.318351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -13183517.000000 Penalty: 5824.943848
	Iteration 28Q: 3 clusters Score -1.318352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 124923 members 
Entering Unmasked Estep 
Score: -13183521.000000 Penalty: 5824.943848
	Iteration 29Q: 3 clusters Score -1.318352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 124936 members 
Entering Unmasked Estep 
Score: -13183532.000000 Penalty: 5824.943848
	Iteration 30Q: 3 clusters Score -1.318353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 124954 members 
Entering Unmasked Estep 
Score: -13183525.000000 Penalty: 5824.943848
	Iteration 31Q: 3 clusters Score -1.318352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 124968 members 
Entering Unmasked Estep 
Score: -13183526.000000 Penalty: 5824.943848
	Iteration 32Q: 3 clusters Score -1.318353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 124978 members 
Entering Unmasked Estep 
Score: -13183527.000000 Penalty: 5824.943848
	Iteration 33Q: 3 clusters Score -1.318353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 124983 members 
Entering Unmasked Estep 
Score: -13183532.000000 Penalty: 5824.943848
	Iteration 34Q: 3 clusters Score -1.318353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -13183532.000000 Penalty: 5824.943848
	Iteration 35Q: 3 clusters Score -1.318353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 124999 members 
Entering Unmasked Estep 
Score: -13183526.000000 Penalty: 5824.943848
	Iteration 36Q: 3 clusters Score -1.318353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 125010 members 
Entering Unmasked Estep 
Score: -13183551.000000 Penalty: 5824.943848
	Iteration 37Q: 3 clusters Score -1.318355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 125022 members 
Entering Unmasked Estep 
Score: -13183553.000000 Penalty: 5824.943848
	Iteration 38Q: 3 clusters Score -1.318355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 125031 members 
Entering Unmasked Estep 
Score: -13183564.000000 Penalty: 5824.943848
	Iteration 39Q: 3 clusters Score -1.318356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -13183564.000000 Penalty: 5824.943848
	Iteration 40F: 3 clusters Score -1.318356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -13183577.000000 Penalty: 5824.943848
	Iteration 41Q: 3 clusters Score -1.318358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 125051 members 
Entering Unmasked Estep 
Score: -13183590.000000 Penalty: 5824.943848
	Iteration 42Q: 3 clusters Score -1.318359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 125054 members 
Entering Unmasked Estep 
Score: -13183587.000000 Penalty: 5824.943848
	Iteration 43Q: 3 clusters Score -1.318359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 125059 members 
Entering Unmasked Estep 
Score: -13183598.000000 Penalty: 5824.943848
	Iteration 44Q: 3 clusters Score -1.31836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 125065 members 
Entering Unmasked Estep 
Score: -13183595.000000 Penalty: 5824.943848
	Iteration 45Q: 3 clusters Score -1.31836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 125074 members 
Entering Unmasked Estep 
Score: -13183602.000000 Penalty: 5824.943848
	Iteration 46Q: 3 clusters Score -1.31836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 125080 members 
Entering Unmasked Estep 
Score: -13183614.000000 Penalty: 5824.943848
	Iteration 47Q: 3 clusters Score -1.318361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 125082 members 
Entering Unmasked Estep 
Score: -13183608.000000 Penalty: 5824.943848
	Iteration 48Q: 3 clusters Score -1.318361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 125087 members 
Entering Unmasked Estep 
Score: -13183617.000000 Penalty: 5824.943848
	Iteration 49Q: 3 clusters Score -1.318362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 125087 members 
Entering Unmasked Estep 
Score: -13183609.000000 Penalty: 5824.943848
	Iteration 50Q: 3 clusters Score -1.318361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 125087 members 
Entering Unmasked Estep 
Score: -13183609.000000 Penalty: 5824.943848
	Iteration 51F: 3 clusters Score -1.318361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Entering Unmasked Estep 
Score: -3899088.250000 Penalty: 2615.342529
	Iteration 0F: 2 clusters Score -3899088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3873322.500000 Penalty: 5230.685059
	Iteration 0F: 3 clusters Score -3873322 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3882594.750000 Penalty: 5230.685059
	Iteration 1F: 3 clusters Score -3882595 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3883006.750000 Penalty: 5230.685059
	Iteration 2Q: 3 clusters Score -3883007 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3883305.250000 Penalty: 5230.685059
	Iteration 3Q: 3 clusters Score -3883305 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3883614.000000 Penalty: 5230.685059
	Iteration 4Q: 3 clusters Score -3883614 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3883878.500000 Penalty: 5230.685059
	Iteration 5Q: 3 clusters Score -3883878 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3884177.750000 Penalty: 5230.685059
	Iteration 6Q: 3 clusters Score -3884178 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3884540.750000 Penalty: 5230.685059
	Iteration 7Q: 3 clusters Score -3884541 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3885081.500000 Penalty: 5230.685059
	Iteration 8Q: 3 clusters Score -3885082 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -3885917.500000 Penalty: 5230.685059
	Iteration 9Q: 3 clusters Score -3885918 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3887171.500000 Penalty: 5230.685059
	Iteration 10F: 3 clusters Score -3887172 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3888927.000000 Penalty: 5230.685059
	Iteration 11F: 3 clusters Score -3888927 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3891001.000000 Penalty: 5230.685059
	Iteration 12F: 3 clusters Score -3891001 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3892919.250000 Penalty: 5230.685059
	Iteration 13F: 3 clusters Score -3892919 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3894343.750000 Penalty: 5230.685059
	Iteration 14Q: 3 clusters Score -3894344 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3895290.000000 Penalty: 5230.685059
	Iteration 15Q: 3 clusters Score -3895290 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3895903.500000 Penalty: 5230.685059
	Iteration 16Q: 3 clusters Score -3895904 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3896256.250000 Penalty: 5230.685059
	Iteration 17Q: 3 clusters Score -3896256 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3896429.000000 Penalty: 5230.685059
	Iteration 18Q: 3 clusters Score -3896429 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3896548.000000 Penalty: 5230.685059
	Iteration 19Q: 3 clusters Score -3896548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3896621.750000 Penalty: 5230.685059
	Iteration 20F: 3 clusters Score -3896622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3896679.500000 Penalty: 5230.685059
	Iteration 21Q: 3 clusters Score -3896680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3896712.000000 Penalty: 5230.685059
	Iteration 22Q: 3 clusters Score -3896712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3896748.500000 Penalty: 5230.685059
	Iteration 23Q: 3 clusters Score -3896748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3896780.750000 Penalty: 5230.685059
	Iteration 24Q: 3 clusters Score -3896781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3896795.750000 Penalty: 5230.685059
	Iteration 25Q: 3 clusters Score -3896796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3896802.750000 Penalty: 5230.685059
	Iteration 26Q: 3 clusters Score -3896803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3896808.750000 Penalty: 5230.685059
	Iteration 27Q: 3 clusters Score -3896809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3896815.500000 Penalty: 5230.685059
	Iteration 28Q: 3 clusters Score -3896816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3896817.500000 Penalty: 5230.685059
	Iteration 29Q: 3 clusters Score -3896818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3896814.000000 Penalty: 5230.685059
	Iteration 30Q: 3 clusters Score -3896814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3896815.750000 Penalty: 5230.685059
	Iteration 31Q: 3 clusters Score -3896816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3896815.750000 Penalty: 5230.685059
	Iteration 32F: 3 clusters Score -3896816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (139537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139537 members 
Entering Unmasked Estep 
Score: -14639466.000000 Penalty: 2937.829102
	Iteration 0F: 2 clusters Score -1.463947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -14547082.000000 Penalty: 5875.658203
	Iteration 0F: 3 clusters Score -1.454708e+07 nChanged 66280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -14586076.000000 Penalty: 5875.658203
	Iteration 1F: 3 clusters Score -1.458608e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -14587402.000000 Penalty: 5875.658203
	Iteration 2Q: 3 clusters Score -1.45874e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 82077 members 
Entering Unmasked Estep 
Score: -14589652.000000 Penalty: 5875.658203
	Iteration 3Q: 3 clusters Score -1.458965e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -14593789.000000 Penalty: 5875.658203
	Iteration 4F: 3 clusters Score -1.459379e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -14600546.000000 Penalty: 5875.658203
	Iteration 5F: 3 clusters Score -1.460055e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -14610322.000000 Penalty: 5875.658203
	Iteration 6F: 3 clusters Score -1.461032e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 118329 members 
Entering Unmasked Estep 
Score: -14620562.000000 Penalty: 5875.658203
	Iteration 7F: 3 clusters Score -1.462056e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 126221 members 
Entering Unmasked Estep 
Score: -14627970.000000 Penalty: 5875.658203
	Iteration 8F: 3 clusters Score -1.462797e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 130817 members 
Entering Unmasked Estep 
Score: -14632372.000000 Penalty: 5875.658203
	Iteration 9Q: 3 clusters Score -1.463237e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 133162 members 
Entering Unmasked Estep 
Score: -14634657.000000 Penalty: 5875.658203
	Iteration 10Q: 3 clusters Score -1.463466e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 134401 members 
Entering Unmasked Estep 
Score: -14635765.000000 Penalty: 5875.658203
	Iteration 11Q: 3 clusters Score -1.463576e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 135137 members 
Entering Unmasked Estep 
Score: -14636222.000000 Penalty: 5875.658203
	Iteration 12Q: 3 clusters Score -1.463622e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 135614 members 
Entering Unmasked Estep 
Score: -14636495.000000 Penalty: 5875.658203
	Iteration 13Q: 3 clusters Score -1.46365e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -14636597.000000 Penalty: 5875.658203
	Iteration 14Q: 3 clusters Score -1.46366e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 136249 members 
Entering Unmasked Estep 
Score: -14636783.000000 Penalty: 5875.658203
	Iteration 15Q: 3 clusters Score -1.463678e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 136476 members 
Entering Unmasked Estep 
Score: -14636861.000000 Penalty: 5875.658203
	Iteration 16Q: 3 clusters Score -1.463686e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 136642 members 
Entering Unmasked Estep 
Score: -14636939.000000 Penalty: 5875.658203
	Iteration 17Q: 3 clusters Score -1.463694e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 136780 members 
Entering Unmasked Estep 
Score: -14636980.000000 Penalty: 5875.658203
	Iteration 18Q: 3 clusters Score -1.463698e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 136889 members 
Entering Unmasked Estep 
Score: -14637065.000000 Penalty: 5875.658203
	Iteration 19Q: 3 clusters Score -1.463706e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 136991 members 
Entering Unmasked Estep 
Score: -14637054.000000 Penalty: 5875.658203
	Iteration 20F: 3 clusters Score -1.463705e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 137081 members 
Entering Unmasked Estep 
Score: -14637081.000000 Penalty: 5875.658203
	Iteration 21Q: 3 clusters Score -1.463708e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 137160 members 
Entering Unmasked Estep 
Score: -14637092.000000 Penalty: 5875.658203
	Iteration 22Q: 3 clusters Score -1.463709e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 137228 members 
Entering Unmasked Estep 
Score: -14637106.000000 Penalty: 5875.658203
	Iteration 23Q: 3 clusters Score -1.463711e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 137278 members 
Entering Unmasked Estep 
Score: -14637143.000000 Penalty: 5875.658203
	Iteration 24Q: 3 clusters Score -1.463714e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 137328 members 
Entering Unmasked Estep 
Score: -14637164.000000 Penalty: 5875.658203
	Iteration 25Q: 3 clusters Score -1.463716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -14637190.000000 Penalty: 5875.658203
	Iteration 26Q: 3 clusters Score -1.463719e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 137411 members 
Entering Unmasked Estep 
Score: -14637172.000000 Penalty: 5875.658203
	Iteration 27Q: 3 clusters Score -1.463717e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 137457 members 
Entering Unmasked Estep 
Score: -14637189.000000 Penalty: 5875.658203
	Iteration 28Q: 3 clusters Score -1.463719e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 137492 members 
Entering Unmasked Estep 
Score: -14637206.000000 Penalty: 5875.658203
	Iteration 29Q: 3 clusters Score -1.463721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 137529 members 
Entering Unmasked Estep 
Score: -14637218.000000 Penalty: 5875.658203
	Iteration 30Q: 3 clusters Score -1.463722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 137560 members 
Entering Unmasked Estep 
Score: -14637208.000000 Penalty: 5875.658203
	Iteration 31Q: 3 clusters Score -1.463721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 137584 members 
Entering Unmasked Estep 
Score: -14637199.000000 Penalty: 5875.658203
	Iteration 32Q: 3 clusters Score -1.46372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 137604 members 
Entering Unmasked Estep 
Score: -14637210.000000 Penalty: 5875.658203
	Iteration 33Q: 3 clusters Score -1.463721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 137622 members 
Entering Unmasked Estep 
Score: -14637234.000000 Penalty: 5875.658203
	Iteration 34Q: 3 clusters Score -1.463723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 137639 members 
Entering Unmasked Estep 
Score: -14637239.000000 Penalty: 5875.658203
	Iteration 35Q: 3 clusters Score -1.463724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 137651 members 
Entering Unmasked Estep 
Score: -14637250.000000 Penalty: 5875.658203
	Iteration 36Q: 3 clusters Score -1.463725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 137666 members 
Entering Unmasked Estep 
Score: -14637260.000000 Penalty: 5875.658203
	Iteration 37Q: 3 clusters Score -1.463726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 137674 members 
Entering Unmasked Estep 
Score: -14637267.000000 Penalty: 5875.658203
	Iteration 38Q: 3 clusters Score -1.463727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 137681 members 
Entering Unmasked Estep 
Score: -14637255.000000 Penalty: 5875.658203
	Iteration 39Q: 3 clusters Score -1.463726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 137688 members 
Entering Unmasked Estep 
Score: -14637253.000000 Penalty: 5875.658203
	Iteration 40F: 3 clusters Score -1.463725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 137692 members 
Entering Unmasked Estep 
Score: -14637257.000000 Penalty: 5875.658203
	Iteration 41Q: 3 clusters Score -1.463726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 137696 members 
Entering Unmasked Estep 
Score: -14637269.000000 Penalty: 5875.658203
	Iteration 42Q: 3 clusters Score -1.463727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 137698 members 
Entering Unmasked Estep 
Score: -14637261.000000 Penalty: 5875.658203
	Iteration 43Q: 3 clusters Score -1.463726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 137702 members 
Entering Unmasked Estep 
Score: -14637262.000000 Penalty: 5875.658203
	Iteration 44Q: 3 clusters Score -1.463726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 137704 members 
Entering Unmasked Estep 
Score: -14637261.000000 Penalty: 5875.658203
	Iteration 45Q: 3 clusters Score -1.463726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 137706 members 
Entering Unmasked Estep 
Score: -14637262.000000 Penalty: 5875.658203
	Iteration 46Q: 3 clusters Score -1.463726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 137712 members 
Entering Unmasked Estep 
Score: -14637258.000000 Penalty: 5875.658203
	Iteration 47Q: 3 clusters Score -1.463726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 137718 members 
Entering Unmasked Estep 
Score: -14637266.000000 Penalty: 5875.658203
	Iteration 48Q: 3 clusters Score -1.463727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -14637271.000000 Penalty: 5875.658203
	Iteration 49Q: 3 clusters Score -1.463727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 137727 members 
Entering Unmasked Estep 
Score: -14637274.000000 Penalty: 5875.658203
	Iteration 50Q: 3 clusters Score -1.463727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 137732 members 
Entering Unmasked Estep 
Score: -14637283.000000 Penalty: 5875.658203
	Iteration 51Q: 3 clusters Score -1.463728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 137735 members 
Entering Unmasked Estep 
Score: -14637268.000000 Penalty: 5875.658203
	Iteration 52Q: 3 clusters Score -1.463727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 137737 members 
Entering Unmasked Estep 
Score: -14637276.000000 Penalty: 5875.658203
	Iteration 53Q: 3 clusters Score -1.463728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 137737 members 
Entering Unmasked Estep 
Score: -14637276.000000 Penalty: 5875.658203
	Iteration 54F: 3 clusters Score -1.463728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Entering Unmasked Estep 
Score: -2736920.000000 Penalty: 2517.509033
	Iteration 0F: 2 clusters Score -2736920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2719337.750000 Penalty: 5035.018066
	Iteration 0F: 3 clusters Score -2719338 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2725454.500000 Penalty: 5035.018066
	Iteration 1F: 3 clusters Score -2725454 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2725864.750000 Penalty: 5035.018066
	Iteration 2Q: 3 clusters Score -2725865 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2726244.000000 Penalty: 5035.018066
	Iteration 3Q: 3 clusters Score -2726244 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2726674.250000 Penalty: 5035.018066
	Iteration 4Q: 3 clusters Score -2726674 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2727247.750000 Penalty: 5035.018066
	Iteration 5Q: 3 clusters Score -2727248 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2727987.500000 Penalty: 5035.018066
	Iteration 6F: 3 clusters Score -2727988 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2729025.750000 Penalty: 5035.018066
	Iteration 7F: 3 clusters Score -2729026 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2730263.000000 Penalty: 5035.018066
	Iteration 8F: 3 clusters Score -2730263 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2731614.500000 Penalty: 5035.018066
	Iteration 9F: 3 clusters Score -2731614 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2732814.750000 Penalty: 5035.018066
	Iteration 10Q: 3 clusters Score -2732815 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2733537.750000 Penalty: 5035.018066
	Iteration 11Q: 3 clusters Score -2733538 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2733928.000000 Penalty: 5035.018066
	Iteration 12Q: 3 clusters Score -2733928 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2734140.500000 Penalty: 5035.018066
	Iteration 13Q: 3 clusters Score -2734140 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2734266.500000 Penalty: 5035.018066
	Iteration 14Q: 3 clusters Score -2734266 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -2734368.250000 Penalty: 5035.018066
	Iteration 15Q: 3 clusters Score -2734368 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2734440.250000 Penalty: 5035.018066
	Iteration 16Q: 3 clusters Score -2734440 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2734508.500000 Penalty: 5035.018066
	Iteration 17Q: 3 clusters Score -2734508 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2734562.750000 Penalty: 5035.018066
	Iteration 18Q: 3 clusters Score -2734563 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -2734606.250000 Penalty: 5035.018066
	Iteration 19Q: 3 clusters Score -2734606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2734635.250000 Penalty: 5035.018066
	Iteration 20F: 3 clusters Score -2734635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2734669.000000 Penalty: 5035.018066
	Iteration 21Q: 3 clusters Score -2734669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2734704.500000 Penalty: 5035.018066
	Iteration 22Q: 3 clusters Score -2734704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2734711.250000 Penalty: 5035.018066
	Iteration 23Q: 3 clusters Score -2734711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2734733.250000 Penalty: 5035.018066
	Iteration 24Q: 3 clusters Score -2734733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -2734751.250000 Penalty: 5035.018066
	Iteration 25Q: 3 clusters Score -2734751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2734771.500000 Penalty: 5035.018066
	Iteration 26Q: 3 clusters Score -2734772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2734778.250000 Penalty: 5035.018066
	Iteration 27Q: 3 clusters Score -2734778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2734791.000000 Penalty: 5035.018066
	Iteration 28Q: 3 clusters Score -2734791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -2734796.500000 Penalty: 5035.018066
	Iteration 29Q: 3 clusters Score -2734796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2734796.000000 Penalty: 5035.018066
	Iteration 30Q: 3 clusters Score -2734796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -2734798.750000 Penalty: 5035.018066
	Iteration 31Q: 3 clusters Score -2734799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2734799.500000 Penalty: 5035.018066
	Iteration 32Q: 3 clusters Score -2734800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2734804.750000 Penalty: 5035.018066
	Iteration 33Q: 3 clusters Score -2734805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2734807.500000 Penalty: 5035.018066
	Iteration 34Q: 3 clusters Score -2734808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2734809.500000 Penalty: 5035.018066
	Iteration 35Q: 3 clusters Score -2734810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2734807.250000 Penalty: 5035.018066
	Iteration 36Q: 3 clusters Score -2734807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2734810.750000 Penalty: 5035.018066
	Iteration 37Q: 3 clusters Score -2734811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -2734815.250000 Penalty: 5035.018066
	Iteration 38Q: 3 clusters Score -2734815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2734814.000000 Penalty: 5035.018066
	Iteration 39Q: 3 clusters Score -2734814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -2734818.750000 Penalty: 5035.018066
	Iteration 40F: 3 clusters Score -2734819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -2734820.250000 Penalty: 5035.018066
	Iteration 41Q: 3 clusters Score -2734820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -2734825.750000 Penalty: 5035.018066
	Iteration 42Q: 3 clusters Score -2734826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -2734823.750000 Penalty: 5035.018066
	Iteration 43Q: 3 clusters Score -2734824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2734823.500000 Penalty: 5035.018066
	Iteration 44Q: 3 clusters Score -2734824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2734821.750000 Penalty: 5035.018066
	Iteration 45Q: 3 clusters Score -2734822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2734827.500000 Penalty: 5035.018066
	Iteration 46Q: 3 clusters Score -2734828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2734830.750000 Penalty: 5035.018066
	Iteration 47Q: 3 clusters Score -2734831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -2734830.250000 Penalty: 5035.018066
	Iteration 48Q: 3 clusters Score -2734830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -2734832.250000 Penalty: 5035.018066
	Iteration 49Q: 3 clusters Score -2734832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2734834.000000 Penalty: 5035.018066
	Iteration 50Q: 3 clusters Score -2734834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2734834.750000 Penalty: 5035.018066
	Iteration 51Q: 3 clusters Score -2734835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2734833.500000 Penalty: 5035.018066
	Iteration 52Q: 3 clusters Score -2734834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2734831.250000 Penalty: 5035.018066
	Iteration 53Q: 3 clusters Score -2734831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2734835.500000 Penalty: 5035.018066
	Iteration 54Q: 3 clusters Score -2734836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2734835.000000 Penalty: 5035.018066
	Iteration 55Q: 3 clusters Score -2734835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -2734839.000000 Penalty: 5035.018066
	Iteration 56Q: 3 clusters Score -2734839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2734841.500000 Penalty: 5035.018066
	Iteration 57Q: 3 clusters Score -2734842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -2734841.500000 Penalty: 5035.018066
	Iteration 58F: 3 clusters Score -2734842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -73886.039062 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73886.04 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -74353.601562 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74353.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74587.265625 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74587.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -75009.421875 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -75009.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -75636.453125 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -75636.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75785.078125 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -75785.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75884.515625 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -75884.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -75960.984375 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -75960.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -76000.515625 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -76000.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -76015.210938 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -76015.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -76030.281250 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -76030.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -76048.242188 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -76048.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76055.640625 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -76055.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76055.640625 Penalty: 3333.229248
	Iteration 13F: 3 clusters Score -76055.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 704 members 
Mstep: Class 4 contains 84102 members 
Mstep: Class 5 contains 216859 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125975 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139537 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 125 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
Score: -70057752.000000 Penalty: 46637.949219
Splitting cluster 17 changes total score from -70058960.000000 to -70057752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (19502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Entering Unmasked Estep 
Score: -2078409.875000 Penalty: 2449.811523
	Iteration 0F: 2 clusters Score -2078410 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 9719 members 
Entering Unmasked Estep 
Score: -2064610.625000 Penalty: 4899.623047
	Iteration 0F: 3 clusters Score -2064611 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2069017.750000 Penalty: 4899.623047
	Iteration 1F: 3 clusters Score -2069018 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2069379.375000 Penalty: 4899.623047
	Iteration 2F: 3 clusters Score -2069379 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2069679.125000 Penalty: 4899.623047
	Iteration 3Q: 3 clusters Score -2069679 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2069925.500000 Penalty: 4899.623047
	Iteration 4Q: 3 clusters Score -2069926 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2070128.000000 Penalty: 4899.623047
	Iteration 5Q: 3 clusters Score -2070128 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2070311.125000 Penalty: 4899.623047
	Iteration 6Q: 3 clusters Score -2070311 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2070510.250000 Penalty: 4899.623047
	Iteration 7Q: 3 clusters Score -2070510 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2070762.625000 Penalty: 4899.623047
	Iteration 8Q: 3 clusters Score -2070763 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2071064.500000 Penalty: 4899.623047
	Iteration 9Q: 3 clusters Score -2071064 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2071460.500000 Penalty: 4899.623047
	Iteration 10Q: 3 clusters Score -2071460 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2071996.000000 Penalty: 4899.623047
	Iteration 11Q: 3 clusters Score -2071996 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2072684.250000 Penalty: 4899.623047
	Iteration 12F: 3 clusters Score -2072684 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2073499.875000 Penalty: 4899.623047
	Iteration 13F: 3 clusters Score -2073500 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2074269.000000 Penalty: 4899.623047
	Iteration 14F: 3 clusters Score -2074269 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2074891.000000 Penalty: 4899.623047
	Iteration 15Q: 3 clusters Score -2074891 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2075274.500000 Penalty: 4899.623047
	Iteration 16Q: 3 clusters Score -2075274 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2075503.250000 Penalty: 4899.623047
	Iteration 17Q: 3 clusters Score -2075503 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2075673.125000 Penalty: 4899.623047
	Iteration 18Q: 3 clusters Score -2075673 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2075794.750000 Penalty: 4899.623047
	Iteration 19Q: 3 clusters Score -2075795 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2075886.500000 Penalty: 4899.623047
	Iteration 20F: 3 clusters Score -2075886 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2075966.125000 Penalty: 4899.623047
	Iteration 21Q: 3 clusters Score -2075966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2076033.750000 Penalty: 4899.623047
	Iteration 22Q: 3 clusters Score -2076034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2076083.500000 Penalty: 4899.623047
	Iteration 23Q: 3 clusters Score -2076084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2076130.000000 Penalty: 4899.623047
	Iteration 24Q: 3 clusters Score -2076130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2076184.875000 Penalty: 4899.623047
	Iteration 25Q: 3 clusters Score -2076185 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2076249.750000 Penalty: 4899.623047
	Iteration 26Q: 3 clusters Score -2076250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2076299.750000 Penalty: 4899.623047
	Iteration 27Q: 3 clusters Score -2076300 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2076354.375000 Penalty: 4899.623047
	Iteration 28Q: 3 clusters Score -2076354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2076405.125000 Penalty: 4899.623047
	Iteration 29Q: 3 clusters Score -2076405 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2076447.625000 Penalty: 4899.623047
	Iteration 30Q: 3 clusters Score -2076448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2076477.500000 Penalty: 4899.623047
	Iteration 31Q: 3 clusters Score -2076478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2076505.500000 Penalty: 4899.623047
	Iteration 32Q: 3 clusters Score -2076506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2076531.875000 Penalty: 4899.623047
	Iteration 33Q: 3 clusters Score -2076532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2076549.750000 Penalty: 4899.623047
	Iteration 34Q: 3 clusters Score -2076550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2076562.625000 Penalty: 4899.623047
	Iteration 35Q: 3 clusters Score -2076563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2076575.250000 Penalty: 4899.623047
	Iteration 36Q: 3 clusters Score -2076575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2076593.500000 Penalty: 4899.623047
	Iteration 37Q: 3 clusters Score -2076594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2076604.125000 Penalty: 4899.623047
	Iteration 38Q: 3 clusters Score -2076604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2076614.625000 Penalty: 4899.623047
	Iteration 39Q: 3 clusters Score -2076615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2076661.125000 Penalty: 4899.623047
	Iteration 40F: 3 clusters Score -2076661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2076695.500000 Penalty: 4899.623047
	Iteration 41Q: 3 clusters Score -2076696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2076731.625000 Penalty: 4899.623047
	Iteration 42Q: 3 clusters Score -2076732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2076762.375000 Penalty: 4899.623047
	Iteration 43Q: 3 clusters Score -2076762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2076781.500000 Penalty: 4899.623047
	Iteration 44Q: 3 clusters Score -2076782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2076796.375000 Penalty: 4899.623047
	Iteration 45Q: 3 clusters Score -2076796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2076807.875000 Penalty: 4899.623047
	Iteration 46Q: 3 clusters Score -2076808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2076813.750000 Penalty: 4899.623047
	Iteration 47Q: 3 clusters Score -2076814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2076817.375000 Penalty: 4899.623047
	Iteration 48Q: 3 clusters Score -2076817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2076825.750000 Penalty: 4899.623047
	Iteration 49Q: 3 clusters Score -2076826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2076832.125000 Penalty: 4899.623047
	Iteration 50Q: 3 clusters Score -2076832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2076840.875000 Penalty: 4899.623047
	Iteration 51Q: 3 clusters Score -2076841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2076852.000000 Penalty: 4899.623047
	Iteration 52Q: 3 clusters Score -2076852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2076856.250000 Penalty: 4899.623047
	Iteration 53Q: 3 clusters Score -2076856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2076864.750000 Penalty: 4899.623047
	Iteration 54Q: 3 clusters Score -2076865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2076866.875000 Penalty: 4899.623047
	Iteration 55Q: 3 clusters Score -2076867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2076864.250000 Penalty: 4899.623047
	Iteration 56Q: 3 clusters Score -2076864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2076868.250000 Penalty: 4899.623047
	Iteration 57Q: 3 clusters Score -2076868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2076875.125000 Penalty: 4899.623047
	Iteration 58Q: 3 clusters Score -2076875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2076879.250000 Penalty: 4899.623047
	Iteration 59Q: 3 clusters Score -2076879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2076882.875000 Penalty: 4899.623047
	Iteration 60F: 3 clusters Score -2076883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2076887.125000 Penalty: 4899.623047
	Iteration 61Q: 3 clusters Score -2076887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2076883.625000 Penalty: 4899.623047
	Iteration 62Q: 3 clusters Score -2076884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2076889.625000 Penalty: 4899.623047
	Iteration 63Q: 3 clusters Score -2076890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2076894.250000 Penalty: 4899.623047
	Iteration 64Q: 3 clusters Score -2076894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2076897.250000 Penalty: 4899.623047
	Iteration 65Q: 3 clusters Score -2076897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2076902.500000 Penalty: 4899.623047
	Iteration 66Q: 3 clusters Score -2076902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2076902.750000 Penalty: 4899.623047
	Iteration 67Q: 3 clusters Score -2076903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2076902.750000 Penalty: 4899.623047
	Iteration 68F: 3 clusters Score -2076903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -439009.531250 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -439009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -434860.937500 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -434860.9 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -435828.968750 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -435829 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -436024.781250 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -436024.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -436146.875000 Penalty: 4160.896973
	Iteration 3Q: 3 clusters Score -436146.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -436230.562500 Penalty: 4160.896973
	Iteration 4Q: 3 clusters Score -436230.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -436288.281250 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -436288.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -436331.968750 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -436332 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -436360.312500 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -436360.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -436384.468750 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -436384.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -436414.250000 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -436414.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -436444.468750 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -436444.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -436478.187500 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -436478.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -436507.687500 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -436507.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -436535.343750 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -436535.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -436558.906250 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -436558.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -436578.250000 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -436578.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -436595.031250 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -436595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -436614.968750 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -436615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -436641.437500 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -436641.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -436671.843750 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -436671.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -436697.281250 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -436697.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -436721.593750 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -436721.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -436748.718750 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -436748.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -436770.437500 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -436770.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -436797.375000 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -436797.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -436822.125000 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -436822.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -436846.218750 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -436846.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -436875.875000 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -436875.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -436904.187500 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -436904.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -436932.156250 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -436932.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -436953.750000 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -436953.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -436979.093750 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -436979.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -437013.875000 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -437013.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -437045.500000 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -437045.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -437074.468750 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -437074.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -437104.312500 Penalty: 4160.896973
	Iteration 35Q: 3 clusters Score -437104.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -437132.437500 Penalty: 4160.896973
	Iteration 36Q: 3 clusters Score -437132.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -437163.812500 Penalty: 4160.896973
	Iteration 37Q: 3 clusters Score -437163.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -437196.156250 Penalty: 4160.896973
	Iteration 38Q: 3 clusters Score -437196.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -437241.218750 Penalty: 4160.896973
	Iteration 39Q: 3 clusters Score -437241.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -437307.593750 Penalty: 4160.896973
	Iteration 40F: 3 clusters Score -437307.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -437415.000000 Penalty: 4160.896973
	Iteration 41Q: 3 clusters Score -437415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -437507.750000 Penalty: 4160.896973
	Iteration 42Q: 3 clusters Score -437507.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -437602.031250 Penalty: 4160.896973
	Iteration 43Q: 3 clusters Score -437602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -437695.531250 Penalty: 4160.896973
	Iteration 44Q: 3 clusters Score -437695.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -437764.875000 Penalty: 4160.896973
	Iteration 45Q: 3 clusters Score -437764.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -437821.093750 Penalty: 4160.896973
	Iteration 46Q: 3 clusters Score -437821.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -437847.781250 Penalty: 4160.896973
	Iteration 47Q: 3 clusters Score -437847.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -437857.093750 Penalty: 4160.896973
	Iteration 48Q: 3 clusters Score -437857.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -437865.062500 Penalty: 4160.896973
	Iteration 49Q: 3 clusters Score -437865.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -437868.156250 Penalty: 4160.896973
	Iteration 50Q: 3 clusters Score -437868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -437869.156250 Penalty: 4160.896973
	Iteration 51Q: 3 clusters Score -437869.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -437871.562500 Penalty: 4160.896973
	Iteration 52Q: 3 clusters Score -437871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -437872.531250 Penalty: 4160.896973
	Iteration 53Q: 3 clusters Score -437872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -437874.625000 Penalty: 4160.896973
	Iteration 54Q: 3 clusters Score -437874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -437875.250000 Penalty: 4160.896973
	Iteration 55Q: 3 clusters Score -437875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -437876.437500 Penalty: 4160.896973
	Iteration 56Q: 3 clusters Score -437876.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -437876.437500 Penalty: 4160.896973
	Iteration 57F: 3 clusters Score -437876.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Entering Unmasked Estep 
Score: -626369.937500 Penalty: 2160.560303
	Iteration 0F: 2 clusters Score -626369.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -621178.562500 Penalty: 4321.120605
	Iteration 0F: 3 clusters Score -621178.6 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -622413.562500 Penalty: 4321.120605
	Iteration 1F: 3 clusters Score -622413.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -622648.687500 Penalty: 4321.120605
	Iteration 2F: 3 clusters Score -622648.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -622813.875000 Penalty: 4321.120605
	Iteration 3F: 3 clusters Score -622813.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -622943.500000 Penalty: 4321.120605
	Iteration 4Q: 3 clusters Score -622943.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -623050.187500 Penalty: 4321.120605
	Iteration 5Q: 3 clusters Score -623050.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -623158.125000 Penalty: 4321.120605
	Iteration 6Q: 3 clusters Score -623158.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -623267.625000 Penalty: 4321.120605
	Iteration 7Q: 3 clusters Score -623267.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -623381.312500 Penalty: 4321.120605
	Iteration 8Q: 3 clusters Score -623381.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -623483.937500 Penalty: 4321.120605
	Iteration 9Q: 3 clusters Score -623483.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -623595.000000 Penalty: 4321.120605
	Iteration 10Q: 3 clusters Score -623595 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -623700.187500 Penalty: 4321.120605
	Iteration 11Q: 3 clusters Score -623700.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -623790.750000 Penalty: 4321.120605
	Iteration 12Q: 3 clusters Score -623790.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -623844.875000 Penalty: 4321.120605
	Iteration 13Q: 3 clusters Score -623844.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -623891.812500 Penalty: 4321.120605
	Iteration 14Q: 3 clusters Score -623891.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -623934.562500 Penalty: 4321.120605
	Iteration 15Q: 3 clusters Score -623934.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -623974.062500 Penalty: 4321.120605
	Iteration 16Q: 3 clusters Score -623974.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -624009.062500 Penalty: 4321.120605
	Iteration 17Q: 3 clusters Score -624009.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -624051.312500 Penalty: 4321.120605
	Iteration 18Q: 3 clusters Score -624051.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -624088.937500 Penalty: 4321.120605
	Iteration 19Q: 3 clusters Score -624088.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -624132.625000 Penalty: 4321.120605
	Iteration 20F: 3 clusters Score -624132.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -624180.375000 Penalty: 4321.120605
	Iteration 21Q: 3 clusters Score -624180.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -624217.812500 Penalty: 4321.120605
	Iteration 22Q: 3 clusters Score -624217.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -624248.625000 Penalty: 4321.120605
	Iteration 23Q: 3 clusters Score -624248.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -624285.875000 Penalty: 4321.120605
	Iteration 24Q: 3 clusters Score -624285.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -624311.625000 Penalty: 4321.120605
	Iteration 25Q: 3 clusters Score -624311.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -624340.125000 Penalty: 4321.120605
	Iteration 26Q: 3 clusters Score -624340.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -624368.187500 Penalty: 4321.120605
	Iteration 27Q: 3 clusters Score -624368.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -624394.375000 Penalty: 4321.120605
	Iteration 28Q: 3 clusters Score -624394.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -624426.000000 Penalty: 4321.120605
	Iteration 29Q: 3 clusters Score -624426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -624462.437500 Penalty: 4321.120605
	Iteration 30Q: 3 clusters Score -624462.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -624491.437500 Penalty: 4321.120605
	Iteration 31Q: 3 clusters Score -624491.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -624515.750000 Penalty: 4321.120605
	Iteration 32Q: 3 clusters Score -624515.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -624539.187500 Penalty: 4321.120605
	Iteration 33Q: 3 clusters Score -624539.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -624560.125000 Penalty: 4321.120605
	Iteration 34Q: 3 clusters Score -624560.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -624574.187500 Penalty: 4321.120605
	Iteration 35Q: 3 clusters Score -624574.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -624590.875000 Penalty: 4321.120605
	Iteration 36Q: 3 clusters Score -624590.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -624601.687500 Penalty: 4321.120605
	Iteration 37Q: 3 clusters Score -624601.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -624618.000000 Penalty: 4321.120605
	Iteration 38Q: 3 clusters Score -624618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -624628.875000 Penalty: 4321.120605
	Iteration 39Q: 3 clusters Score -624628.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -624636.500000 Penalty: 4321.120605
	Iteration 40F: 3 clusters Score -624636.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -624642.437500 Penalty: 4321.120605
	Iteration 41Q: 3 clusters Score -624642.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -624647.187500 Penalty: 4321.120605
	Iteration 42Q: 3 clusters Score -624647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -624658.125000 Penalty: 4321.120605
	Iteration 43Q: 3 clusters Score -624658.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -624671.312500 Penalty: 4321.120605
	Iteration 44Q: 3 clusters Score -624671.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -624681.375000 Penalty: 4321.120605
	Iteration 45Q: 3 clusters Score -624681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -624686.375000 Penalty: 4321.120605
	Iteration 46Q: 3 clusters Score -624686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -624689.937500 Penalty: 4321.120605
	Iteration 47Q: 3 clusters Score -624689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -624694.312500 Penalty: 4321.120605
	Iteration 48Q: 3 clusters Score -624694.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -624699.375000 Penalty: 4321.120605
	Iteration 49Q: 3 clusters Score -624699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -624701.125000 Penalty: 4321.120605
	Iteration 50Q: 3 clusters Score -624701.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -624702.125000 Penalty: 4321.120605
	Iteration 51Q: 3 clusters Score -624702.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -624702.125000 Penalty: 4321.120605
	Iteration 52F: 3 clusters Score -624702.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84102 members 
Mstep: Class 5 contains 216859 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125975 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139537 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 4398 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058952.000000 Penalty: 43306.667969
Iteration 439Q: 14 clusters Score -7.005895e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84103 members 
Mstep: Class 5 contains 216858 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125962 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139550 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058928.000000 Penalty: 43306.667969
Iteration 440F: 14 clusters Score -7.005893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 4 contains 84109 members 
Mstep: Class 5 contains 216855 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125953 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139558 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 4396 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058920.000000 Penalty: 43306.667969
Iteration 441Q: 14 clusters Score -7.005892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84113 members 
Mstep: Class 5 contains 216851 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125946 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139567 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19501 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058968.000000 Penalty: 43306.667969
Iteration 442Q: 14 clusters Score -7.005897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 4 contains 84114 members 
Mstep: Class 5 contains 216858 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125936 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139569 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19502 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058928.000000 Penalty: 43306.667969
Iteration 443Q: 14 clusters Score -7.005893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84117 members 
Mstep: Class 5 contains 216863 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125927 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139572 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19503 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058904.000000 Penalty: 43306.667969
Iteration 444Q: 14 clusters Score -7.00589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84119 members 
Mstep: Class 5 contains 216866 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125918 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139577 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19503 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058928.000000 Penalty: 43306.667969
Iteration 445Q: 14 clusters Score -7.005893e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84121 members 
Mstep: Class 5 contains 216863 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125913 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139583 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 4390 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058896.000000 Penalty: 43306.667969
Iteration 446Q: 14 clusters Score -7.00589e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84121 members 
Mstep: Class 5 contains 216867 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125908 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139587 members 
Mstep: Class 16 contains 25623 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058896.000000 Penalty: 43306.667969
Iteration 447Q: 14 clusters Score -7.00589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84124 members 
Mstep: Class 5 contains 216867 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125897 members 
Mstep: Class 14 contains 38016 members 
Mstep: Class 15 contains 139592 members 
Mstep: Class 16 contains 25624 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058872.000000 Penalty: 43306.667969
Iteration 448Q: 14 clusters Score -7.005887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84127 members 
Mstep: Class 5 contains 216864 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125890 members 
Mstep: Class 14 contains 38017 members 
Mstep: Class 15 contains 139597 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058872.000000 Penalty: 43306.667969
Iteration 449Q: 14 clusters Score -7.005887e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84130 members 
Mstep: Class 5 contains 216865 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125882 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139600 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19504 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058856.000000 Penalty: 43306.667969
Iteration 450Q: 14 clusters Score -7.005886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84135 members 
Mstep: Class 5 contains 216867 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125871 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139602 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058880.000000 Penalty: 43306.667969
Iteration 451Q: 14 clusters Score -7.005888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84137 members 
Mstep: Class 5 contains 216865 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125869 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139602 members 
Mstep: Class 16 contains 25628 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058864.000000 Penalty: 43306.667969
Iteration 452Q: 14 clusters Score -7.005886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84141 members 
Mstep: Class 5 contains 216868 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125865 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139600 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058880.000000 Penalty: 43306.667969
Iteration 453Q: 14 clusters Score -7.005888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84146 members 
Mstep: Class 5 contains 216870 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125854 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139604 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058888.000000 Penalty: 43306.667969
Iteration 454Q: 14 clusters Score -7.005889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84155 members 
Mstep: Class 5 contains 216873 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125840 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139607 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058888.000000 Penalty: 43306.667969
Iteration 455Q: 14 clusters Score -7.005889e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84160 members 
Mstep: Class 5 contains 216881 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125829 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139606 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058864.000000 Penalty: 43306.667969
Iteration 456Q: 14 clusters Score -7.005886e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84161 members 
Mstep: Class 5 contains 216889 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125815 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139611 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058912.000000 Penalty: 43306.667969
Iteration 457Q: 14 clusters Score -7.005891e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84164 members 
Mstep: Class 5 contains 216894 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 11 contains 125805 members 
Mstep: Class 14 contains 38019 members 
Mstep: Class 15 contains 139613 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 4387 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058896.000000 Penalty: 43306.667969
Iteration 458Q: 14 clusters Score -7.00589e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84173 members 
Mstep: Class 5 contains 216898 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125793 members 
Mstep: Class 14 contains 38019 members 
Mstep: Class 15 contains 139613 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19506 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058888.000000 Penalty: 43306.667969
Iteration 459Q: 14 clusters Score -7.005889e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84179 members 
Mstep: Class 5 contains 216905 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125782 members 
Mstep: Class 14 contains 38019 members 
Mstep: Class 15 contains 139610 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058904.000000 Penalty: 43306.667969
Iteration 460F: 14 clusters Score -7.00589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84183 members 
Mstep: Class 5 contains 216909 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125773 members 
Mstep: Class 14 contains 38018 members 
Mstep: Class 15 contains 139609 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058896.000000 Penalty: 43306.667969
Iteration 461Q: 14 clusters Score -7.00589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84186 members 
Mstep: Class 5 contains 216913 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125764 members 
Mstep: Class 14 contains 38017 members 
Mstep: Class 15 contains 139609 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19508 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058904.000000 Penalty: 43306.667969
Iteration 462Q: 14 clusters Score -7.00589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84189 members 
Mstep: Class 5 contains 216914 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125761 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139611 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19508 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058880.000000 Penalty: 43306.667969
Iteration 463Q: 14 clusters Score -7.005888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84191 members 
Mstep: Class 5 contains 216918 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125758 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139613 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058944.000000 Penalty: 43306.667969
Iteration 464Q: 14 clusters Score -7.005894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84194 members 
Mstep: Class 5 contains 216917 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125753 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139615 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058904.000000 Penalty: 43306.667969
Iteration 465Q: 14 clusters Score -7.00589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84198 members 
Mstep: Class 5 contains 216916 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125746 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139618 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19507 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058872.000000 Penalty: 43306.667969
Iteration 466Q: 14 clusters Score -7.005887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84200 members 
Mstep: Class 5 contains 216918 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125736 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139624 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19509 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058888.000000 Penalty: 43306.667969
Iteration 467Q: 14 clusters Score -7.005889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84201 members 
Mstep: Class 5 contains 216918 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125732 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139626 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19510 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058856.000000 Penalty: 43306.667969
Iteration 468Q: 14 clusters Score -7.005886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84204 members 
Mstep: Class 5 contains 216918 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125727 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139628 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19510 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058904.000000 Penalty: 43306.667969
Iteration 469Q: 14 clusters Score -7.00589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84207 members 
Mstep: Class 5 contains 216919 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125720 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139630 members 
Mstep: Class 16 contains 25626 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19511 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058920.000000 Penalty: 43306.667969
Iteration 470Q: 14 clusters Score -7.005892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 4 contains 84211 members 
Mstep: Class 5 contains 216921 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125710 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139633 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058960.000000 Penalty: 43306.667969
Iteration 471Q: 14 clusters Score -7.005896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 4 contains 84213 members 
Mstep: Class 5 contains 216919 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125707 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139637 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058968.000000 Penalty: 43306.667969
Iteration 472Q: 14 clusters Score -7.005897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84214 members 
Mstep: Class 5 contains 216918 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125706 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139639 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058944.000000 Penalty: 43306.667969
Iteration 473Q: 14 clusters Score -7.005894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84214 members 
Mstep: Class 5 contains 216915 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125706 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139641 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058920.000000 Penalty: 43306.667969
Iteration 474Q: 14 clusters Score -7.005892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84214 members 
Mstep: Class 5 contains 216914 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125705 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139643 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058936.000000 Penalty: 43306.667969
Iteration 475Q: 14 clusters Score -7.005894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84214 members 
Mstep: Class 5 contains 216915 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125704 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139643 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058960.000000 Penalty: 43306.667969
Iteration 476Q: 14 clusters Score -7.005896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84215 members 
Mstep: Class 5 contains 216916 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125702 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139643 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058928.000000 Penalty: 43306.667969
Iteration 477Q: 14 clusters Score -7.005893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84215 members 
Mstep: Class 5 contains 216915 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125700 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139645 members 
Mstep: Class 16 contains 25628 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058928.000000 Penalty: 43306.667969
Iteration 478Q: 14 clusters Score -7.005893e+07 nChanged 7
Entering ConstructFrom: 
Score: -70058928.000000 Penalty: 43306.667969
Entering ConstructFrom: 
Trying to split cluster 1 (10777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Entering Unmasked Estep 
Score: -1127110.375000 Penalty: 2302.722168
	Iteration 0F: 2 clusters Score -1127110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1118907.125000 Penalty: 4605.444336
	Iteration 0F: 3 clusters Score -1118907 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1121295.625000 Penalty: 4605.444336
	Iteration 1F: 3 clusters Score -1121296 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1121565.625000 Penalty: 4605.444336
	Iteration 2F: 3 clusters Score -1121566 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1121798.375000 Penalty: 4605.444336
	Iteration 3Q: 3 clusters Score -1121798 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1122013.875000 Penalty: 4605.444336
	Iteration 4Q: 3 clusters Score -1122014 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1122219.375000 Penalty: 4605.444336
	Iteration 5Q: 3 clusters Score -1122219 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1122447.500000 Penalty: 4605.444336
	Iteration 6Q: 3 clusters Score -1122448 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1122699.250000 Penalty: 4605.444336
	Iteration 7Q: 3 clusters Score -1122699 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1123007.625000 Penalty: 4605.444336
	Iteration 8Q: 3 clusters Score -1123008 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1123408.750000 Penalty: 4605.444336
	Iteration 9Q: 3 clusters Score -1123409 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1123831.500000 Penalty: 4605.444336
	Iteration 10Q: 3 clusters Score -1123832 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1124187.375000 Penalty: 4605.444336
	Iteration 11Q: 3 clusters Score -1124187 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1124437.625000 Penalty: 4605.444336
	Iteration 12Q: 3 clusters Score -1124438 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1124617.875000 Penalty: 4605.444336
	Iteration 13Q: 3 clusters Score -1124618 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1124746.750000 Penalty: 4605.444336
	Iteration 14Q: 3 clusters Score -1124747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1124850.375000 Penalty: 4605.444336
	Iteration 15Q: 3 clusters Score -1124850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1124911.750000 Penalty: 4605.444336
	Iteration 16Q: 3 clusters Score -1124912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1124950.375000 Penalty: 4605.444336
	Iteration 17Q: 3 clusters Score -1124950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1124985.500000 Penalty: 4605.444336
	Iteration 18Q: 3 clusters Score -1124986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1125017.250000 Penalty: 4605.444336
	Iteration 19Q: 3 clusters Score -1125017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1125028.125000 Penalty: 4605.444336
	Iteration 20F: 3 clusters Score -1125028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1125041.875000 Penalty: 4605.444336
	Iteration 21Q: 3 clusters Score -1125042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1125051.000000 Penalty: 4605.444336
	Iteration 22Q: 3 clusters Score -1125051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1125062.250000 Penalty: 4605.444336
	Iteration 23Q: 3 clusters Score -1125062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1125067.125000 Penalty: 4605.444336
	Iteration 24Q: 3 clusters Score -1125067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1125070.125000 Penalty: 4605.444336
	Iteration 25Q: 3 clusters Score -1125070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1125072.000000 Penalty: 4605.444336
	Iteration 26Q: 3 clusters Score -1125072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1125073.500000 Penalty: 4605.444336
	Iteration 27Q: 3 clusters Score -1125074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1125075.500000 Penalty: 4605.444336
	Iteration 28Q: 3 clusters Score -1125076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1125076.625000 Penalty: 4605.444336
	Iteration 29Q: 3 clusters Score -1125077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1125078.375000 Penalty: 4605.444336
	Iteration 30Q: 3 clusters Score -1125078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1125081.125000 Penalty: 4605.444336
	Iteration 31Q: 3 clusters Score -1125081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1125082.250000 Penalty: 4605.444336
	Iteration 32Q: 3 clusters Score -1125082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1125081.375000 Penalty: 4605.444336
	Iteration 33Q: 3 clusters Score -1125081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1125083.500000 Penalty: 4605.444336
	Iteration 34Q: 3 clusters Score -1125084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1125084.750000 Penalty: 4605.444336
	Iteration 35Q: 3 clusters Score -1125085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1125088.000000 Penalty: 4605.444336
	Iteration 36Q: 3 clusters Score -1125088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1125089.375000 Penalty: 4605.444336
	Iteration 37Q: 3 clusters Score -1125089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1125089.125000 Penalty: 4605.444336
	Iteration 38Q: 3 clusters Score -1125089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1125088.750000 Penalty: 4605.444336
	Iteration 39Q: 3 clusters Score -1125089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1125088.750000 Penalty: 4605.444336
	Iteration 40F: 3 clusters Score -1125089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (84216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84216 members 
Entering Unmasked Estep 
Score: -8885384.000000 Penalty: 2812.602783
	Iteration 0F: 2 clusters Score -8885384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8828978.000000 Penalty: 5625.205566
	Iteration 0F: 3 clusters Score -8828978 nChanged 39584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8851581.000000 Penalty: 5625.205566
	Iteration 1F: 3 clusters Score -8851581 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8852468.000000 Penalty: 5625.205566
	Iteration 2Q: 3 clusters Score -8852468 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8853427.000000 Penalty: 5625.205566
	Iteration 3Q: 3 clusters Score -8853427 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -8854813.000000 Penalty: 5625.205566
	Iteration 4Q: 3 clusters Score -8854813 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -8856645.000000 Penalty: 5625.205566
	Iteration 5Q: 3 clusters Score -8856645 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -8859148.000000 Penalty: 5625.205566
	Iteration 6F: 3 clusters Score -8859148 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -8862602.000000 Penalty: 5625.205566
	Iteration 7F: 3 clusters Score -8862602 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -8867035.000000 Penalty: 5625.205566
	Iteration 8F: 3 clusters Score -8867035 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -8871434.000000 Penalty: 5625.205566
	Iteration 9F: 3 clusters Score -8871434 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -8874686.000000 Penalty: 5625.205566
	Iteration 10F: 3 clusters Score -8874686 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -8876486.000000 Penalty: 5625.205566
	Iteration 11Q: 3 clusters Score -8876486 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -8877470.000000 Penalty: 5625.205566
	Iteration 12Q: 3 clusters Score -8877470 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -8878130.000000 Penalty: 5625.205566
	Iteration 13Q: 3 clusters Score -8878130 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -8878605.000000 Penalty: 5625.205566
	Iteration 14Q: 3 clusters Score -8878605 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -8878958.000000 Penalty: 5625.205566
	Iteration 15Q: 3 clusters Score -8878958 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 67545 members 
Entering Unmasked Estep 
Score: -8879212.000000 Penalty: 5625.205566
	Iteration 16Q: 3 clusters Score -8879212 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -8879406.000000 Penalty: 5625.205566
	Iteration 17Q: 3 clusters Score -8879406 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 68955 members 
Entering Unmasked Estep 
Score: -8879513.000000 Penalty: 5625.205566
	Iteration 18Q: 3 clusters Score -8879513 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -8879669.000000 Penalty: 5625.205566
	Iteration 19Q: 3 clusters Score -8879669 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -8879801.000000 Penalty: 5625.205566
	Iteration 20F: 3 clusters Score -8879801 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -8879938.000000 Penalty: 5625.205566
	Iteration 21Q: 3 clusters Score -8879938 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -8880092.000000 Penalty: 5625.205566
	Iteration 22Q: 3 clusters Score -8880092 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 72046 members 
Entering Unmasked Estep 
Score: -8880249.000000 Penalty: 5625.205566
	Iteration 23Q: 3 clusters Score -8880249 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -8880443.000000 Penalty: 5625.205566
	Iteration 24Q: 3 clusters Score -8880443 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 73230 members 
Entering Unmasked Estep 
Score: -8880557.000000 Penalty: 5625.205566
	Iteration 25Q: 3 clusters Score -8880557 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -8880676.000000 Penalty: 5625.205566
	Iteration 26Q: 3 clusters Score -8880676 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -8880814.000000 Penalty: 5625.205566
	Iteration 27Q: 3 clusters Score -8880814 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 74828 members 
Entering Unmasked Estep 
Score: -8880930.000000 Penalty: 5625.205566
	Iteration 28Q: 3 clusters Score -8880930 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -8881052.000000 Penalty: 5625.205566
	Iteration 29Q: 3 clusters Score -8881052 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -8881139.000000 Penalty: 5625.205566
	Iteration 30Q: 3 clusters Score -8881139 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -8881259.000000 Penalty: 5625.205566
	Iteration 31Q: 3 clusters Score -8881259 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 76671 members 
Entering Unmasked Estep 
Score: -8881377.000000 Penalty: 5625.205566
	Iteration 32Q: 3 clusters Score -8881377 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -8881477.000000 Penalty: 5625.205566
	Iteration 33Q: 3 clusters Score -8881477 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -8881575.000000 Penalty: 5625.205566
	Iteration 34Q: 3 clusters Score -8881575 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -8881644.000000 Penalty: 5625.205566
	Iteration 35Q: 3 clusters Score -8881644 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 78096 members 
Entering Unmasked Estep 
Score: -8881710.000000 Penalty: 5625.205566
	Iteration 36Q: 3 clusters Score -8881710 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -8881801.000000 Penalty: 5625.205566
	Iteration 37Q: 3 clusters Score -8881801 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -8881855.000000 Penalty: 5625.205566
	Iteration 38Q: 3 clusters Score -8881855 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 78901 members 
Entering Unmasked Estep 
Score: -8881939.000000 Penalty: 5625.205566
	Iteration 39Q: 3 clusters Score -8881939 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -8881991.000000 Penalty: 5625.205566
	Iteration 40F: 3 clusters Score -8881991 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -8882059.000000 Penalty: 5625.205566
	Iteration 41Q: 3 clusters Score -8882059 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -8882130.000000 Penalty: 5625.205566
	Iteration 42Q: 3 clusters Score -8882130 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -8882224.000000 Penalty: 5625.205566
	Iteration 43Q: 3 clusters Score -8882224 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -8882278.000000 Penalty: 5625.205566
	Iteration 44Q: 3 clusters Score -8882278 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -8882317.000000 Penalty: 5625.205566
	Iteration 45Q: 3 clusters Score -8882317 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 80526 members 
Entering Unmasked Estep 
Score: -8882367.000000 Penalty: 5625.205566
	Iteration 46Q: 3 clusters Score -8882367 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 80707 members 
Entering Unmasked Estep 
Score: -8882430.000000 Penalty: 5625.205566
	Iteration 47Q: 3 clusters Score -8882430 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -8882451.000000 Penalty: 5625.205566
	Iteration 48Q: 3 clusters Score -8882451 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -8882504.000000 Penalty: 5625.205566
	Iteration 49Q: 3 clusters Score -8882504 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 81178 members 
Entering Unmasked Estep 
Score: -8882520.000000 Penalty: 5625.205566
	Iteration 50Q: 3 clusters Score -8882520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -8882605.000000 Penalty: 5625.205566
	Iteration 51Q: 3 clusters Score -8882605 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -8882611.000000 Penalty: 5625.205566
	Iteration 52Q: 3 clusters Score -8882611 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -8882657.000000 Penalty: 5625.205566
	Iteration 53Q: 3 clusters Score -8882657 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -8882690.000000 Penalty: 5625.205566
	Iteration 54Q: 3 clusters Score -8882690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -8882719.000000 Penalty: 5625.205566
	Iteration 55Q: 3 clusters Score -8882719 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -8882755.000000 Penalty: 5625.205566
	Iteration 56Q: 3 clusters Score -8882755 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -8882795.000000 Penalty: 5625.205566
	Iteration 57Q: 3 clusters Score -8882795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -8882799.000000 Penalty: 5625.205566
	Iteration 58Q: 3 clusters Score -8882799 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -8882832.000000 Penalty: 5625.205566
	Iteration 59Q: 3 clusters Score -8882832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -8882846.000000 Penalty: 5625.205566
	Iteration 60F: 3 clusters Score -8882846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -8882855.000000 Penalty: 5625.205566
	Iteration 61Q: 3 clusters Score -8882855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -8882882.000000 Penalty: 5625.205566
	Iteration 62Q: 3 clusters Score -8882882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -8882875.000000 Penalty: 5625.205566
	Iteration 63Q: 3 clusters Score -8882875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -8882892.000000 Penalty: 5625.205566
	Iteration 64Q: 3 clusters Score -8882892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -8882908.000000 Penalty: 5625.205566
	Iteration 65Q: 3 clusters Score -8882908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 82427 members 
Entering Unmasked Estep 
Score: -8882913.000000 Penalty: 5625.205566
	Iteration 66Q: 3 clusters Score -8882913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -8882894.000000 Penalty: 5625.205566
	Iteration 67Q: 3 clusters Score -8882894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -8882919.000000 Penalty: 5625.205566
	Iteration 68Q: 3 clusters Score -8882919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 82511 members 
Entering Unmasked Estep 
Score: -8882921.000000 Penalty: 5625.205566
	Iteration 69Q: 3 clusters Score -8882921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -8882928.000000 Penalty: 5625.205566
	Iteration 70Q: 3 clusters Score -8882928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -8882935.000000 Penalty: 5625.205566
	Iteration 71Q: 3 clusters Score -8882935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -8882944.000000 Penalty: 5625.205566
	Iteration 72Q: 3 clusters Score -8882944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -8882957.000000 Penalty: 5625.205566
	Iteration 73Q: 3 clusters Score -8882957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -8882966.000000 Penalty: 5625.205566
	Iteration 74Q: 3 clusters Score -8882966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 82625 members 
Entering Unmasked Estep 
Score: -8882965.000000 Penalty: 5625.205566
	Iteration 75Q: 3 clusters Score -8882965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 82637 members 
Entering Unmasked Estep 
Score: -8882958.000000 Penalty: 5625.205566
	Iteration 76Q: 3 clusters Score -8882958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -8882956.000000 Penalty: 5625.205566
	Iteration 77Q: 3 clusters Score -8882956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -8882982.000000 Penalty: 5625.205566
	Iteration 78Q: 3 clusters Score -8882982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -8882973.000000 Penalty: 5625.205566
	Iteration 79Q: 3 clusters Score -8882973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -8882978.000000 Penalty: 5625.205566
	Iteration 80F: 3 clusters Score -8882978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -8882986.000000 Penalty: 5625.205566
	Iteration 81Q: 3 clusters Score -8882986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 82711 members 
Entering Unmasked Estep 
Score: -8882984.000000 Penalty: 5625.205566
	Iteration 82Q: 3 clusters Score -8882984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 82719 members 
Entering Unmasked Estep 
Score: -8882998.000000 Penalty: 5625.205566
	Iteration 83Q: 3 clusters Score -8882998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -8882989.000000 Penalty: 5625.205566
	Iteration 84Q: 3 clusters Score -8882989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -8882986.000000 Penalty: 5625.205566
	Iteration 85Q: 3 clusters Score -8882986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -8882989.000000 Penalty: 5625.205566
	Iteration 86Q: 3 clusters Score -8882989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -8882987.000000 Penalty: 5625.205566
	Iteration 87Q: 3 clusters Score -8882987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -8882982.000000 Penalty: 5625.205566
	Iteration 88Q: 3 clusters Score -8882982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -8882990.000000 Penalty: 5625.205566
	Iteration 89Q: 3 clusters Score -8882990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -8882996.000000 Penalty: 5625.205566
	Iteration 90Q: 3 clusters Score -8882996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -8883001.000000 Penalty: 5625.205566
	Iteration 91Q: 3 clusters Score -8883001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -8882996.000000 Penalty: 5625.205566
	Iteration 92Q: 3 clusters Score -8882996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -8882994.000000 Penalty: 5625.205566
	Iteration 93Q: 3 clusters Score -8882994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -8883001.000000 Penalty: 5625.205566
	Iteration 94Q: 3 clusters Score -8883001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -8883006.000000 Penalty: 5625.205566
	Iteration 95Q: 3 clusters Score -8883006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -8883015.000000 Penalty: 5625.205566
	Iteration 96Q: 3 clusters Score -8883015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -8883013.000000 Penalty: 5625.205566
	Iteration 97Q: 3 clusters Score -8883013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -8883008.000000 Penalty: 5625.205566
	Iteration 98Q: 3 clusters Score -8883008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -8883018.000000 Penalty: 5625.205566
	Iteration 99Q: 3 clusters Score -8883018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -8883022.000000 Penalty: 5625.205566
	Iteration 100F: 3 clusters Score -8883022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -8883025.000000 Penalty: 5625.205566
	Iteration 101Q: 3 clusters Score -8883025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -8883028.000000 Penalty: 5625.205566
	Iteration 102Q: 3 clusters Score -8883028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -8883032.000000 Penalty: 5625.205566
	Iteration 103Q: 3 clusters Score -8883032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -8883032.000000 Penalty: 5625.205566
	Iteration 104F: 3 clusters Score -8883032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (216913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216913 members 
Entering Unmasked Estep 
Score: -22669298.000000 Penalty: 3047.238281
	Iteration 0F: 2 clusters Score -2.26693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108330 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -22532204.000000 Penalty: 6094.476562
	Iteration 0F: 3 clusters Score -2.25322e+07 nChanged 104532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 109197 members 
Entering Unmasked Estep 
Score: -22593154.000000 Penalty: 6094.476562
	Iteration 1F: 3 clusters Score -2.259315e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 110002 members 
Entering Unmasked Estep 
Score: -22593866.000000 Penalty: 6094.476562
	Iteration 2Q: 3 clusters Score -2.259387e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -22594630.000000 Penalty: 6094.476562
	Iteration 3Q: 3 clusters Score -2.259463e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 113270 members 
Entering Unmasked Estep 
Score: -22595732.000000 Penalty: 6094.476562
	Iteration 4Q: 3 clusters Score -2.259573e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 116266 members 
Entering Unmasked Estep 
Score: -22597202.000000 Penalty: 6094.476562
	Iteration 5Q: 3 clusters Score -2.25972e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96074 members 
Mstep: Class 2 contains 120839 members 
Entering Unmasked Estep 
Score: -22599548.000000 Penalty: 6094.476562
	Iteration 6Q: 3 clusters Score -2.259955e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 127465 members 
Entering Unmasked Estep 
Score: -22603206.000000 Penalty: 6094.476562
	Iteration 7Q: 3 clusters Score -2.260321e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 136479 members 
Entering Unmasked Estep 
Score: -22609212.000000 Penalty: 6094.476562
	Iteration 8Q: 3 clusters Score -2.260921e+07 nChanged 12548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 147551 members 
Entering Unmasked Estep 
Score: -22618188.000000 Penalty: 6094.476562
	Iteration 9F: 3 clusters Score -2.261819e+07 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 159615 members 
Entering Unmasked Estep 
Score: -22628416.000000 Penalty: 6094.476562
	Iteration 10F: 3 clusters Score -2.262842e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 170557 members 
Entering Unmasked Estep 
Score: -22637890.000000 Penalty: 6094.476562
	Iteration 11F: 3 clusters Score -2.263789e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 179270 members 
Entering Unmasked Estep 
Score: -22645550.000000 Penalty: 6094.476562
	Iteration 12Q: 3 clusters Score -2.264555e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 185987 members 
Entering Unmasked Estep 
Score: -22650840.000000 Penalty: 6094.476562
	Iteration 13Q: 3 clusters Score -2.265084e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 191456 members 
Entering Unmasked Estep 
Score: -22655070.000000 Penalty: 6094.476562
	Iteration 14Q: 3 clusters Score -2.265507e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 196048 members 
Entering Unmasked Estep 
Score: -22658320.000000 Penalty: 6094.476562
	Iteration 15Q: 3 clusters Score -2.265832e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 199869 members 
Entering Unmasked Estep 
Score: -22660604.000000 Penalty: 6094.476562
	Iteration 16Q: 3 clusters Score -2.26606e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 203133 members 
Entering Unmasked Estep 
Score: -22661864.000000 Penalty: 6094.476562
	Iteration 17Q: 3 clusters Score -2.266186e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 205769 members 
Entering Unmasked Estep 
Score: -22662708.000000 Penalty: 6094.476562
	Iteration 18Q: 3 clusters Score -2.266271e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 207839 members 
Entering Unmasked Estep 
Score: -22663382.000000 Penalty: 6094.476562
	Iteration 19Q: 3 clusters Score -2.266338e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 209523 members 
Entering Unmasked Estep 
Score: -22664006.000000 Penalty: 6094.476562
	Iteration 20F: 3 clusters Score -2.266401e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 210868 members 
Entering Unmasked Estep 
Score: -22664516.000000 Penalty: 6094.476562
	Iteration 21Q: 3 clusters Score -2.266452e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 211906 members 
Entering Unmasked Estep 
Score: -22664788.000000 Penalty: 6094.476562
	Iteration 22Q: 3 clusters Score -2.266479e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 212762 members 
Entering Unmasked Estep 
Score: -22665088.000000 Penalty: 6094.476562
	Iteration 23Q: 3 clusters Score -2.266509e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -22665386.000000 Penalty: 6094.476562
	Iteration 24Q: 3 clusters Score -2.266539e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 213965 members 
Entering Unmasked Estep 
Score: -22665614.000000 Penalty: 6094.476562
	Iteration 25Q: 3 clusters Score -2.266561e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 214367 members 
Entering Unmasked Estep 
Score: -22665880.000000 Penalty: 6094.476562
	Iteration 26Q: 3 clusters Score -2.266588e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 214659 members 
Entering Unmasked Estep 
Score: -22666052.000000 Penalty: 6094.476562
	Iteration 27Q: 3 clusters Score -2.266605e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 214893 members 
Entering Unmasked Estep 
Score: -22666152.000000 Penalty: 6094.476562
	Iteration 28Q: 3 clusters Score -2.266615e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 215070 members 
Entering Unmasked Estep 
Score: -22666282.000000 Penalty: 6094.476562
	Iteration 29Q: 3 clusters Score -2.266628e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 215223 members 
Entering Unmasked Estep 
Score: -22666386.000000 Penalty: 6094.476562
	Iteration 30Q: 3 clusters Score -2.266639e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 215359 members 
Entering Unmasked Estep 
Score: -22666462.000000 Penalty: 6094.476562
	Iteration 31Q: 3 clusters Score -2.266646e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 215454 members 
Entering Unmasked Estep 
Score: -22666494.000000 Penalty: 6094.476562
	Iteration 32Q: 3 clusters Score -2.266649e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 215524 members 
Entering Unmasked Estep 
Score: -22666542.000000 Penalty: 6094.476562
	Iteration 33Q: 3 clusters Score -2.266654e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 215590 members 
Entering Unmasked Estep 
Score: -22666558.000000 Penalty: 6094.476562
	Iteration 34Q: 3 clusters Score -2.266656e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 215650 members 
Entering Unmasked Estep 
Score: -22666566.000000 Penalty: 6094.476562
	Iteration 35Q: 3 clusters Score -2.266657e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 215694 members 
Entering Unmasked Estep 
Score: -22666590.000000 Penalty: 6094.476562
	Iteration 36Q: 3 clusters Score -2.266659e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 215729 members 
Entering Unmasked Estep 
Score: -22666610.000000 Penalty: 6094.476562
	Iteration 37Q: 3 clusters Score -2.266661e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 215767 members 
Entering Unmasked Estep 
Score: -22666634.000000 Penalty: 6094.476562
	Iteration 38Q: 3 clusters Score -2.266663e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 215797 members 
Entering Unmasked Estep 
Score: -22666650.000000 Penalty: 6094.476562
	Iteration 39Q: 3 clusters Score -2.266665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 215823 members 
Entering Unmasked Estep 
Score: -22666654.000000 Penalty: 6094.476562
	Iteration 40F: 3 clusters Score -2.266665e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 215847 members 
Entering Unmasked Estep 
Score: -22666648.000000 Penalty: 6094.476562
	Iteration 41Q: 3 clusters Score -2.266665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 215869 members 
Entering Unmasked Estep 
Score: -22666660.000000 Penalty: 6094.476562
	Iteration 42Q: 3 clusters Score -2.266666e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 215889 members 
Entering Unmasked Estep 
Score: -22666694.000000 Penalty: 6094.476562
	Iteration 43Q: 3 clusters Score -2.266669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 215902 members 
Entering Unmasked Estep 
Score: -22666688.000000 Penalty: 6094.476562
	Iteration 44Q: 3 clusters Score -2.266669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 215923 members 
Entering Unmasked Estep 
Score: -22666704.000000 Penalty: 6094.476562
	Iteration 45Q: 3 clusters Score -2.26667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 215936 members 
Entering Unmasked Estep 
Score: -22666718.000000 Penalty: 6094.476562
	Iteration 46Q: 3 clusters Score -2.266672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 215955 members 
Entering Unmasked Estep 
Score: -22666726.000000 Penalty: 6094.476562
	Iteration 47Q: 3 clusters Score -2.266673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 215968 members 
Entering Unmasked Estep 
Score: -22666748.000000 Penalty: 6094.476562
	Iteration 48Q: 3 clusters Score -2.266675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 215973 members 
Entering Unmasked Estep 
Score: -22666762.000000 Penalty: 6094.476562
	Iteration 49Q: 3 clusters Score -2.266676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 215975 members 
Entering Unmasked Estep 
Score: -22666748.000000 Penalty: 6094.476562
	Iteration 50Q: 3 clusters Score -2.266675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 215976 members 
Entering Unmasked Estep 
Score: -22666750.000000 Penalty: 6094.476562
	Iteration 51Q: 3 clusters Score -2.266675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 215978 members 
Entering Unmasked Estep 
Score: -22666762.000000 Penalty: 6094.476562
	Iteration 52Q: 3 clusters Score -2.266676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 215981 members 
Entering Unmasked Estep 
Score: -22666742.000000 Penalty: 6094.476562
	Iteration 53Q: 3 clusters Score -2.266674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 215986 members 
Entering Unmasked Estep 
Score: -22666752.000000 Penalty: 6094.476562
	Iteration 54Q: 3 clusters Score -2.266675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 215986 members 
Entering Unmasked Estep 
Score: -22666752.000000 Penalty: 6094.476562
	Iteration 55F: 3 clusters Score -2.266675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -170576.171875 Penalty: 1871.518677
	Iteration 0F: 2 clusters Score -170576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -168168.593750 Penalty: 3743.037354
	Iteration 0F: 3 clusters Score -168168.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -169240.062500 Penalty: 3743.037354
	Iteration 1F: 3 clusters Score -169240.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -170287.140625 Penalty: 3743.037354
	Iteration 2F: 3 clusters Score -170287.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -170935.734375 Penalty: 3743.037354
	Iteration 3F: 3 clusters Score -170935.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -171320.015625 Penalty: 3743.037354
	Iteration 4F: 3 clusters Score -171320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -171537.343750 Penalty: 3743.037354
	Iteration 5Q: 3 clusters Score -171537.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -171748.625000 Penalty: 3743.037354
	Iteration 6Q: 3 clusters Score -171748.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -171820.375000 Penalty: 3743.037354
	Iteration 7Q: 3 clusters Score -171820.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -171829.203125 Penalty: 3743.037354
	Iteration 8Q: 3 clusters Score -171829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -171835.656250 Penalty: 3743.037354
	Iteration 9Q: 3 clusters Score -171835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -171839.437500 Penalty: 3743.037354
	Iteration 10Q: 3 clusters Score -171839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -171839.421875 Penalty: 3743.037354
	Iteration 11Q: 3 clusters Score -171839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -171839.421875 Penalty: 3743.037354
	Iteration 12F: 3 clusters Score -171839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 4 contains 84216 members 
Mstep: Class 5 contains 216913 members 
Mstep: Class 9 contains 440 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125698 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139647 members 
Mstep: Class 16 contains 25629 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
Score: -70058736.000000 Penalty: 46637.949219
Splitting cluster 9 changes total score from -70058928.000000 to -70058736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -828690.375000 Penalty: 2237.236572
	Iteration 0F: 2 clusters Score -828690.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -822083.187500 Penalty: 4474.473145
	Iteration 0F: 3 clusters Score -822083.2 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -823895.437500 Penalty: 4474.473145
	Iteration 1F: 3 clusters Score -823895.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -824151.125000 Penalty: 4474.473145
	Iteration 2F: 3 clusters Score -824151.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -824401.000000 Penalty: 4474.473145
	Iteration 3Q: 3 clusters Score -824401 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -824775.187500 Penalty: 4474.473145
	Iteration 4Q: 3 clusters Score -824775.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -825179.250000 Penalty: 4474.473145
	Iteration 5Q: 3 clusters Score -825179.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -825602.937500 Penalty: 4474.473145
	Iteration 6F: 3 clusters Score -825602.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -826083.312500 Penalty: 4474.473145
	Iteration 7F: 3 clusters Score -826083.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -826575.437500 Penalty: 4474.473145
	Iteration 8F: 3 clusters Score -826575.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -827005.125000 Penalty: 4474.473145
	Iteration 9F: 3 clusters Score -827005.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -827332.375000 Penalty: 4474.473145
	Iteration 10F: 3 clusters Score -827332.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -827509.250000 Penalty: 4474.473145
	Iteration 11Q: 3 clusters Score -827509.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -827627.000000 Penalty: 4474.473145
	Iteration 12Q: 3 clusters Score -827627 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -827701.562500 Penalty: 4474.473145
	Iteration 13Q: 3 clusters Score -827701.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -827745.062500 Penalty: 4474.473145
	Iteration 14Q: 3 clusters Score -827745.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -827770.312500 Penalty: 4474.473145
	Iteration 15Q: 3 clusters Score -827770.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -827789.062500 Penalty: 4474.473145
	Iteration 16Q: 3 clusters Score -827789.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -827804.000000 Penalty: 4474.473145
	Iteration 17Q: 3 clusters Score -827804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -827817.062500 Penalty: 4474.473145
	Iteration 18Q: 3 clusters Score -827817.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -827827.937500 Penalty: 4474.473145
	Iteration 19Q: 3 clusters Score -827827.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -827836.750000 Penalty: 4474.473145
	Iteration 20F: 3 clusters Score -827836.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -827842.375000 Penalty: 4474.473145
	Iteration 21Q: 3 clusters Score -827842.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -827849.625000 Penalty: 4474.473145
	Iteration 22Q: 3 clusters Score -827849.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -827856.375000 Penalty: 4474.473145
	Iteration 23Q: 3 clusters Score -827856.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -827862.937500 Penalty: 4474.473145
	Iteration 24Q: 3 clusters Score -827862.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -827864.375000 Penalty: 4474.473145
	Iteration 25Q: 3 clusters Score -827864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -827867.250000 Penalty: 4474.473145
	Iteration 26Q: 3 clusters Score -827867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -827868.312500 Penalty: 4474.473145
	Iteration 27Q: 3 clusters Score -827868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -827870.125000 Penalty: 4474.473145
	Iteration 28Q: 3 clusters Score -827870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -827868.375000 Penalty: 4474.473145
	Iteration 29Q: 3 clusters Score -827868.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -827869.500000 Penalty: 4474.473145
	Iteration 30Q: 3 clusters Score -827869.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -827870.500000 Penalty: 4474.473145
	Iteration 31Q: 3 clusters Score -827870.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -827869.625000 Penalty: 4474.473145
	Iteration 32Q: 3 clusters Score -827869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -827869.500000 Penalty: 4474.473145
	Iteration 33Q: 3 clusters Score -827869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -827869.562500 Penalty: 4474.473145
	Iteration 34Q: 3 clusters Score -827869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -827870.750000 Penalty: 4474.473145
	Iteration 35Q: 3 clusters Score -827870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -827872.875000 Penalty: 4474.473145
	Iteration 36Q: 3 clusters Score -827872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -827874.437500 Penalty: 4474.473145
	Iteration 37Q: 3 clusters Score -827874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -827878.875000 Penalty: 4474.473145
	Iteration 38Q: 3 clusters Score -827878.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -827879.875000 Penalty: 4474.473145
	Iteration 39Q: 3 clusters Score -827879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -827882.562500 Penalty: 4474.473145
	Iteration 40F: 3 clusters Score -827882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -827885.000000 Penalty: 4474.473145
	Iteration 41Q: 3 clusters Score -827885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -827889.437500 Penalty: 4474.473145
	Iteration 42Q: 3 clusters Score -827889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -827891.875000 Penalty: 4474.473145
	Iteration 43Q: 3 clusters Score -827891.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -827895.687500 Penalty: 4474.473145
	Iteration 44Q: 3 clusters Score -827895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -827896.750000 Penalty: 4474.473145
	Iteration 45Q: 3 clusters Score -827896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -827898.812500 Penalty: 4474.473145
	Iteration 46Q: 3 clusters Score -827898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -827900.062500 Penalty: 4474.473145
	Iteration 47Q: 3 clusters Score -827900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -827898.875000 Penalty: 4474.473145
	Iteration 48Q: 3 clusters Score -827898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -827899.312500 Penalty: 4474.473145
	Iteration 49Q: 3 clusters Score -827899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -827901.687500 Penalty: 4474.473145
	Iteration 50Q: 3 clusters Score -827901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -827902.187500 Penalty: 4474.473145
	Iteration 51Q: 3 clusters Score -827902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -827902.187500 Penalty: 4474.473145
	Iteration 52F: 3 clusters Score -827902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Entering Unmasked Estep 
Score: -13157388.000000 Penalty: 2911.926025
	Iteration 0F: 2 clusters Score -1.315739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -13073307.000000 Penalty: 5823.852051
	Iteration 0F: 3 clusters Score -1.307331e+07 nChanged 59836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61948 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -13107991.000000 Penalty: 5823.852051
	Iteration 1F: 3 clusters Score -1.310799e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -13108912.000000 Penalty: 5823.852051
	Iteration 2Q: 3 clusters Score -1.310891e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -13109807.000000 Penalty: 5823.852051
	Iteration 3Q: 3 clusters Score -1.310981e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 66575 members 
Entering Unmasked Estep 
Score: -13110929.000000 Penalty: 5823.852051
	Iteration 4Q: 3 clusters Score -1.311093e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -13112518.000000 Penalty: 5823.852051
	Iteration 5Q: 3 clusters Score -1.311252e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -13114757.000000 Penalty: 5823.852051
	Iteration 6Q: 3 clusters Score -1.311476e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 75624 members 
Entering Unmasked Estep 
Score: -13118239.000000 Penalty: 5823.852051
	Iteration 7F: 3 clusters Score -1.311824e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 80959 members 
Entering Unmasked Estep 
Score: -13123279.000000 Penalty: 5823.852051
	Iteration 8F: 3 clusters Score -1.312328e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -13129800.000000 Penalty: 5823.852051
	Iteration 9F: 3 clusters Score -1.31298e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 92350 members 
Entering Unmasked Estep 
Score: -13136304.000000 Penalty: 5823.852051
	Iteration 10F: 3 clusters Score -1.31363e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 96370 members 
Entering Unmasked Estep 
Score: -13141016.000000 Penalty: 5823.852051
	Iteration 11F: 3 clusters Score -1.314102e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 99428 members 
Entering Unmasked Estep 
Score: -13143914.000000 Penalty: 5823.852051
	Iteration 12Q: 3 clusters Score -1.314391e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -13145391.000000 Penalty: 5823.852051
	Iteration 13Q: 3 clusters Score -1.314539e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -13146503.000000 Penalty: 5823.852051
	Iteration 14Q: 3 clusters Score -1.31465e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 106027 members 
Entering Unmasked Estep 
Score: -13147431.000000 Penalty: 5823.852051
	Iteration 15Q: 3 clusters Score -1.314743e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -13148518.000000 Penalty: 5823.852051
	Iteration 16Q: 3 clusters Score -1.314852e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 109802 members 
Entering Unmasked Estep 
Score: -13149430.000000 Penalty: 5823.852051
	Iteration 17Q: 3 clusters Score -1.314943e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 111495 members 
Entering Unmasked Estep 
Score: -13150259.000000 Penalty: 5823.852051
	Iteration 18Q: 3 clusters Score -1.315026e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 112957 members 
Entering Unmasked Estep 
Score: -13150936.000000 Penalty: 5823.852051
	Iteration 19Q: 3 clusters Score -1.315094e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 114240 members 
Entering Unmasked Estep 
Score: -13151516.000000 Penalty: 5823.852051
	Iteration 20F: 3 clusters Score -1.315152e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 115355 members 
Entering Unmasked Estep 
Score: -13151980.000000 Penalty: 5823.852051
	Iteration 21Q: 3 clusters Score -1.315198e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 116363 members 
Entering Unmasked Estep 
Score: -13152402.000000 Penalty: 5823.852051
	Iteration 22Q: 3 clusters Score -1.31524e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 117228 members 
Entering Unmasked Estep 
Score: -13152722.000000 Penalty: 5823.852051
	Iteration 23Q: 3 clusters Score -1.315272e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -13153089.000000 Penalty: 5823.852051
	Iteration 24Q: 3 clusters Score -1.315309e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -13153346.000000 Penalty: 5823.852051
	Iteration 25Q: 3 clusters Score -1.315335e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 119221 members 
Entering Unmasked Estep 
Score: -13153534.000000 Penalty: 5823.852051
	Iteration 26Q: 3 clusters Score -1.315353e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -13153705.000000 Penalty: 5823.852051
	Iteration 27Q: 3 clusters Score -1.31537e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 120224 members 
Entering Unmasked Estep 
Score: -13153891.000000 Penalty: 5823.852051
	Iteration 28Q: 3 clusters Score -1.315389e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 120671 members 
Entering Unmasked Estep 
Score: -13154005.000000 Penalty: 5823.852051
	Iteration 29Q: 3 clusters Score -1.3154e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 121037 members 
Entering Unmasked Estep 
Score: -13154126.000000 Penalty: 5823.852051
	Iteration 30Q: 3 clusters Score -1.315413e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 121373 members 
Entering Unmasked Estep 
Score: -13154259.000000 Penalty: 5823.852051
	Iteration 31Q: 3 clusters Score -1.315426e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 121694 members 
Entering Unmasked Estep 
Score: -13154338.000000 Penalty: 5823.852051
	Iteration 32Q: 3 clusters Score -1.315434e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 121984 members 
Entering Unmasked Estep 
Score: -13154466.000000 Penalty: 5823.852051
	Iteration 33Q: 3 clusters Score -1.315447e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 122237 members 
Entering Unmasked Estep 
Score: -13154570.000000 Penalty: 5823.852051
	Iteration 34Q: 3 clusters Score -1.315457e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -13154678.000000 Penalty: 5823.852051
	Iteration 35Q: 3 clusters Score -1.315468e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 122633 members 
Entering Unmasked Estep 
Score: -13154716.000000 Penalty: 5823.852051
	Iteration 36Q: 3 clusters Score -1.315472e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 122801 members 
Entering Unmasked Estep 
Score: -13154791.000000 Penalty: 5823.852051
	Iteration 37Q: 3 clusters Score -1.315479e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 122941 members 
Entering Unmasked Estep 
Score: -13154818.000000 Penalty: 5823.852051
	Iteration 38Q: 3 clusters Score -1.315482e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -13154812.000000 Penalty: 5823.852051
	Iteration 39Q: 3 clusters Score -1.315481e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 123167 members 
Entering Unmasked Estep 
Score: -13154866.000000 Penalty: 5823.852051
	Iteration 40F: 3 clusters Score -1.315487e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 123252 members 
Entering Unmasked Estep 
Score: -13154907.000000 Penalty: 5823.852051
	Iteration 41Q: 3 clusters Score -1.315491e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 123316 members 
Entering Unmasked Estep 
Score: -13154939.000000 Penalty: 5823.852051
	Iteration 42Q: 3 clusters Score -1.315494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 123368 members 
Entering Unmasked Estep 
Score: -13154941.000000 Penalty: 5823.852051
	Iteration 43Q: 3 clusters Score -1.315494e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 123403 members 
Entering Unmasked Estep 
Score: -13154934.000000 Penalty: 5823.852051
	Iteration 44Q: 3 clusters Score -1.315493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 123431 members 
Entering Unmasked Estep 
Score: -13154938.000000 Penalty: 5823.852051
	Iteration 45Q: 3 clusters Score -1.315494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 123461 members 
Entering Unmasked Estep 
Score: -13154944.000000 Penalty: 5823.852051
	Iteration 46Q: 3 clusters Score -1.315494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -13154938.000000 Penalty: 5823.852051
	Iteration 47Q: 3 clusters Score -1.315494e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 123529 members 
Entering Unmasked Estep 
Score: -13154953.000000 Penalty: 5823.852051
	Iteration 48Q: 3 clusters Score -1.315495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 123561 members 
Entering Unmasked Estep 
Score: -13154971.000000 Penalty: 5823.852051
	Iteration 49Q: 3 clusters Score -1.315497e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 123593 members 
Entering Unmasked Estep 
Score: -13154996.000000 Penalty: 5823.852051
	Iteration 50Q: 3 clusters Score -1.3155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 123619 members 
Entering Unmasked Estep 
Score: -13154991.000000 Penalty: 5823.852051
	Iteration 51Q: 3 clusters Score -1.315499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 123654 members 
Entering Unmasked Estep 
Score: -13154994.000000 Penalty: 5823.852051
	Iteration 52Q: 3 clusters Score -1.315499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 123687 members 
Entering Unmasked Estep 
Score: -13154999.000000 Penalty: 5823.852051
	Iteration 53Q: 3 clusters Score -1.3155e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 123717 members 
Entering Unmasked Estep 
Score: -13155028.000000 Penalty: 5823.852051
	Iteration 54Q: 3 clusters Score -1.315503e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 123744 members 
Entering Unmasked Estep 
Score: -13155037.000000 Penalty: 5823.852051
	Iteration 55Q: 3 clusters Score -1.315504e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 123765 members 
Entering Unmasked Estep 
Score: -13155040.000000 Penalty: 5823.852051
	Iteration 56Q: 3 clusters Score -1.315504e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 123792 members 
Entering Unmasked Estep 
Score: -13155034.000000 Penalty: 5823.852051
	Iteration 57Q: 3 clusters Score -1.315503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -13155048.000000 Penalty: 5823.852051
	Iteration 58Q: 3 clusters Score -1.315505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 123829 members 
Entering Unmasked Estep 
Score: -13155040.000000 Penalty: 5823.852051
	Iteration 59Q: 3 clusters Score -1.315504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 123841 members 
Entering Unmasked Estep 
Score: -13155051.000000 Penalty: 5823.852051
	Iteration 60F: 3 clusters Score -1.315505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 123848 members 
Entering Unmasked Estep 
Score: -13155052.000000 Penalty: 5823.852051
	Iteration 61Q: 3 clusters Score -1.315505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 123856 members 
Entering Unmasked Estep 
Score: -13155062.000000 Penalty: 5823.852051
	Iteration 62Q: 3 clusters Score -1.315506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 123876 members 
Entering Unmasked Estep 
Score: -13155053.000000 Penalty: 5823.852051
	Iteration 63Q: 3 clusters Score -1.315505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 123895 members 
Entering Unmasked Estep 
Score: -13155054.000000 Penalty: 5823.852051
	Iteration 64Q: 3 clusters Score -1.315505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 123909 members 
Entering Unmasked Estep 
Score: -13155061.000000 Penalty: 5823.852051
	Iteration 65Q: 3 clusters Score -1.315506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 123926 members 
Entering Unmasked Estep 
Score: -13155050.000000 Penalty: 5823.852051
	Iteration 66Q: 3 clusters Score -1.315505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -13155047.000000 Penalty: 5823.852051
	Iteration 67Q: 3 clusters Score -1.315505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -13155069.000000 Penalty: 5823.852051
	Iteration 68Q: 3 clusters Score -1.315507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 123954 members 
Entering Unmasked Estep 
Score: -13155089.000000 Penalty: 5823.852051
	Iteration 69Q: 3 clusters Score -1.315509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 123960 members 
Entering Unmasked Estep 
Score: -13155102.000000 Penalty: 5823.852051
	Iteration 70Q: 3 clusters Score -1.31551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 123975 members 
Entering Unmasked Estep 
Score: -13155102.000000 Penalty: 5823.852051
	Iteration 71Q: 3 clusters Score -1.31551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 123981 members 
Entering Unmasked Estep 
Score: -13155110.000000 Penalty: 5823.852051
	Iteration 72Q: 3 clusters Score -1.315511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 123987 members 
Entering Unmasked Estep 
Score: -13155107.000000 Penalty: 5823.852051
	Iteration 73Q: 3 clusters Score -1.315511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 124000 members 
Entering Unmasked Estep 
Score: -13155115.000000 Penalty: 5823.852051
	Iteration 74Q: 3 clusters Score -1.315512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 124009 members 
Entering Unmasked Estep 
Score: -13155123.000000 Penalty: 5823.852051
	Iteration 75Q: 3 clusters Score -1.315512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 124012 members 
Entering Unmasked Estep 
Score: -13155125.000000 Penalty: 5823.852051
	Iteration 76Q: 3 clusters Score -1.315512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 124016 members 
Entering Unmasked Estep 
Score: -13155107.000000 Penalty: 5823.852051
	Iteration 77Q: 3 clusters Score -1.315511e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 124022 members 
Entering Unmasked Estep 
Score: -13155108.000000 Penalty: 5823.852051
	Iteration 78Q: 3 clusters Score -1.315511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -13155119.000000 Penalty: 5823.852051
	Iteration 79Q: 3 clusters Score -1.315512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 124037 members 
Entering Unmasked Estep 
Score: -13155127.000000 Penalty: 5823.852051
	Iteration 80F: 3 clusters Score -1.315513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 124047 members 
Entering Unmasked Estep 
Score: -13155123.000000 Penalty: 5823.852051
	Iteration 81Q: 3 clusters Score -1.315512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 124054 members 
Entering Unmasked Estep 
Score: -13155141.000000 Penalty: 5823.852051
	Iteration 82Q: 3 clusters Score -1.315514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -13155136.000000 Penalty: 5823.852051
	Iteration 83Q: 3 clusters Score -1.315514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 124063 members 
Entering Unmasked Estep 
Score: -13155146.000000 Penalty: 5823.852051
	Iteration 84Q: 3 clusters Score -1.315515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 124071 members 
Entering Unmasked Estep 
Score: -13155155.000000 Penalty: 5823.852051
	Iteration 85Q: 3 clusters Score -1.315516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 124079 members 
Entering Unmasked Estep 
Score: -13155150.000000 Penalty: 5823.852051
	Iteration 86Q: 3 clusters Score -1.315515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 124083 members 
Entering Unmasked Estep 
Score: -13155159.000000 Penalty: 5823.852051
	Iteration 87Q: 3 clusters Score -1.315516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 124088 members 
Entering Unmasked Estep 
Score: -13155158.000000 Penalty: 5823.852051
	Iteration 88Q: 3 clusters Score -1.315516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -13155156.000000 Penalty: 5823.852051
	Iteration 89Q: 3 clusters Score -1.315516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 124095 members 
Entering Unmasked Estep 
Score: -13155157.000000 Penalty: 5823.852051
	Iteration 90Q: 3 clusters Score -1.315516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -13155169.000000 Penalty: 5823.852051
	Iteration 91Q: 3 clusters Score -1.315517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 124100 members 
Entering Unmasked Estep 
Score: -13155160.000000 Penalty: 5823.852051
	Iteration 92Q: 3 clusters Score -1.315516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 124104 members 
Entering Unmasked Estep 
Score: -13155157.000000 Penalty: 5823.852051
	Iteration 93Q: 3 clusters Score -1.315516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 124105 members 
Entering Unmasked Estep 
Score: -13155156.000000 Penalty: 5823.852051
	Iteration 94Q: 3 clusters Score -1.315516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 124106 members 
Entering Unmasked Estep 
Score: -13155157.000000 Penalty: 5823.852051
	Iteration 95Q: 3 clusters Score -1.315516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 124108 members 
Entering Unmasked Estep 
Score: -13155161.000000 Penalty: 5823.852051
	Iteration 96Q: 3 clusters Score -1.315516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
Score: -13155150.000000 Penalty: 5823.852051
	Iteration 97Q: 3 clusters Score -1.315515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
Score: -13155155.000000 Penalty: 5823.852051
	Iteration 98Q: 3 clusters Score -1.315516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 124115 members 
Entering Unmasked Estep 
Score: -13155158.000000 Penalty: 5823.852051
	Iteration 99Q: 3 clusters Score -1.315516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 124121 members 
Entering Unmasked Estep 
Score: -13155176.000000 Penalty: 5823.852051
	Iteration 100F: 3 clusters Score -1.315518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 124124 members 
Entering Unmasked Estep 
Score: -13155168.000000 Penalty: 5823.852051
	Iteration 101Q: 3 clusters Score -1.315517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -13155171.000000 Penalty: 5823.852051
	Iteration 102Q: 3 clusters Score -1.315517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -13155173.000000 Penalty: 5823.852051
	Iteration 103Q: 3 clusters Score -1.315517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 124130 members 
Entering Unmasked Estep 
Score: -13155171.000000 Penalty: 5823.852051
	Iteration 104Q: 3 clusters Score -1.315517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -13155167.000000 Penalty: 5823.852051
	Iteration 105Q: 3 clusters Score -1.315517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 124132 members 
Entering Unmasked Estep 
Score: -13155166.000000 Penalty: 5823.852051
	Iteration 106Q: 3 clusters Score -1.315517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 124132 members 
Entering Unmasked Estep 
Score: -13155166.000000 Penalty: 5823.852051
	Iteration 107F: 3 clusters Score -1.315517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Entering Unmasked Estep 
Score: -3899118.250000 Penalty: 2615.342529
	Iteration 0F: 2 clusters Score -3899118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3873247.750000 Penalty: 5230.685059
	Iteration 0F: 3 clusters Score -3873248 nChanged 17353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3882810.000000 Penalty: 5230.685059
	Iteration 1F: 3 clusters Score -3882810 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3883232.250000 Penalty: 5230.685059
	Iteration 2Q: 3 clusters Score -3883232 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3883633.250000 Penalty: 5230.685059
	Iteration 3Q: 3 clusters Score -3883633 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3884090.750000 Penalty: 5230.685059
	Iteration 4Q: 3 clusters Score -3884091 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3884641.000000 Penalty: 5230.685059
	Iteration 5Q: 3 clusters Score -3884641 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3885455.000000 Penalty: 5230.685059
	Iteration 6Q: 3 clusters Score -3885455 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3886546.500000 Penalty: 5230.685059
	Iteration 7Q: 3 clusters Score -3886546 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -3888039.250000 Penalty: 5230.685059
	Iteration 8F: 3 clusters Score -3888039 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3889987.500000 Penalty: 5230.685059
	Iteration 9F: 3 clusters Score -3889988 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -3891784.250000 Penalty: 5230.685059
	Iteration 10F: 3 clusters Score -3891784 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3893276.250000 Penalty: 5230.685059
	Iteration 11Q: 3 clusters Score -3893276 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3894429.000000 Penalty: 5230.685059
	Iteration 12Q: 3 clusters Score -3894429 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3895164.500000 Penalty: 5230.685059
	Iteration 13Q: 3 clusters Score -3895164 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3895673.000000 Penalty: 5230.685059
	Iteration 14Q: 3 clusters Score -3895673 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3896077.750000 Penalty: 5230.685059
	Iteration 15Q: 3 clusters Score -3896078 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3896341.500000 Penalty: 5230.685059
	Iteration 16Q: 3 clusters Score -3896342 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3896500.500000 Penalty: 5230.685059
	Iteration 17Q: 3 clusters Score -3896500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3896589.250000 Penalty: 5230.685059
	Iteration 18Q: 3 clusters Score -3896589 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3896665.250000 Penalty: 5230.685059
	Iteration 19Q: 3 clusters Score -3896665 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3896713.000000 Penalty: 5230.685059
	Iteration 20F: 3 clusters Score -3896713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3896746.500000 Penalty: 5230.685059
	Iteration 21Q: 3 clusters Score -3896746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3896769.000000 Penalty: 5230.685059
	Iteration 22Q: 3 clusters Score -3896769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3896787.000000 Penalty: 5230.685059
	Iteration 23Q: 3 clusters Score -3896787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3896801.250000 Penalty: 5230.685059
	Iteration 24Q: 3 clusters Score -3896801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3896810.750000 Penalty: 5230.685059
	Iteration 25Q: 3 clusters Score -3896811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3896813.500000 Penalty: 5230.685059
	Iteration 26Q: 3 clusters Score -3896814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3896818.000000 Penalty: 5230.685059
	Iteration 27Q: 3 clusters Score -3896818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3896823.000000 Penalty: 5230.685059
	Iteration 28Q: 3 clusters Score -3896823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3896822.000000 Penalty: 5230.685059
	Iteration 29Q: 3 clusters Score -3896822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3896828.250000 Penalty: 5230.685059
	Iteration 30Q: 3 clusters Score -3896828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3896838.250000 Penalty: 5230.685059
	Iteration 31Q: 3 clusters Score -3896838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3896844.750000 Penalty: 5230.685059
	Iteration 32Q: 3 clusters Score -3896845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3896845.250000 Penalty: 5230.685059
	Iteration 33Q: 3 clusters Score -3896845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3896856.250000 Penalty: 5230.685059
	Iteration 34Q: 3 clusters Score -3896856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3896859.750000 Penalty: 5230.685059
	Iteration 35Q: 3 clusters Score -3896860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3896857.500000 Penalty: 5230.685059
	Iteration 36Q: 3 clusters Score -3896858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3896862.750000 Penalty: 5230.685059
	Iteration 37Q: 3 clusters Score -3896863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3896863.250000 Penalty: 5230.685059
	Iteration 38Q: 3 clusters Score -3896863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3896865.750000 Penalty: 5230.685059
	Iteration 39Q: 3 clusters Score -3896866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3896868.000000 Penalty: 5230.685059
	Iteration 40F: 3 clusters Score -3896868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3896866.250000 Penalty: 5230.685059
	Iteration 41Q: 3 clusters Score -3896866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3896870.500000 Penalty: 5230.685059
	Iteration 42Q: 3 clusters Score -3896870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3896871.000000 Penalty: 5230.685059
	Iteration 43Q: 3 clusters Score -3896871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3896871.000000 Penalty: 5230.685059
	Iteration 44F: 3 clusters Score -3896871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (139647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139647 members 
Entering Unmasked Estep 
Score: -14650600.000000 Penalty: 2938.024658
	Iteration 0F: 2 clusters Score -1.46506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 69672 members 
Entering Unmasked Estep 
Score: -14558102.000000 Penalty: 5876.049316
	Iteration 0F: 3 clusters Score -1.45581e+07 nChanged 66502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -14596758.000000 Penalty: 5876.049316
	Iteration 1F: 3 clusters Score -1.459676e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -14597875.000000 Penalty: 5876.049316
	Iteration 2Q: 3 clusters Score -1.459788e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 62550 members 
Entering Unmasked Estep 
Score: -14599498.000000 Penalty: 5876.049316
	Iteration 3Q: 3 clusters Score -1.45995e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -14601699.000000 Penalty: 5876.049316
	Iteration 4Q: 3 clusters Score -1.46017e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -14605466.000000 Penalty: 5876.049316
	Iteration 5F: 3 clusters Score -1.460547e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -14611585.000000 Penalty: 5876.049316
	Iteration 6F: 3 clusters Score -1.461158e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -14620091.000000 Penalty: 5876.049316
	Iteration 7F: 3 clusters Score -1.462009e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111238 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -14629089.000000 Penalty: 5876.049316
	Iteration 8F: 3 clusters Score -1.462909e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117486 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -14635994.000000 Penalty: 5876.049316
	Iteration 9F: 3 clusters Score -1.463599e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -14639938.000000 Penalty: 5876.049316
	Iteration 10Q: 3 clusters Score -1.463994e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123516 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -14641972.000000 Penalty: 5876.049316
	Iteration 11Q: 3 clusters Score -1.464197e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -14643061.000000 Penalty: 5876.049316
	Iteration 12Q: 3 clusters Score -1.464306e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126632 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -14643811.000000 Penalty: 5876.049316
	Iteration 13Q: 3 clusters Score -1.464381e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -14644406.000000 Penalty: 5876.049316
	Iteration 14Q: 3 clusters Score -1.464441e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128978 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -14645035.000000 Penalty: 5876.049316
	Iteration 15Q: 3 clusters Score -1.464504e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129964 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -14645479.000000 Penalty: 5876.049316
	Iteration 16Q: 3 clusters Score -1.464548e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130820 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -14645882.000000 Penalty: 5876.049316
	Iteration 17Q: 3 clusters Score -1.464588e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -14646179.000000 Penalty: 5876.049316
	Iteration 18Q: 3 clusters Score -1.464618e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132216 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -14646462.000000 Penalty: 5876.049316
	Iteration 19Q: 3 clusters Score -1.464646e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -14646792.000000 Penalty: 5876.049316
	Iteration 20F: 3 clusters Score -1.464679e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133363 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -14647000.000000 Penalty: 5876.049316
	Iteration 21Q: 3 clusters Score -1.4647e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133878 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -14647205.000000 Penalty: 5876.049316
	Iteration 22Q: 3 clusters Score -1.46472e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134323 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -14647324.000000 Penalty: 5876.049316
	Iteration 23Q: 3 clusters Score -1.464732e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -14647445.000000 Penalty: 5876.049316
	Iteration 24Q: 3 clusters Score -1.464744e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135007 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -14647520.000000 Penalty: 5876.049316
	Iteration 25Q: 3 clusters Score -1.464752e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135264 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -14647627.000000 Penalty: 5876.049316
	Iteration 26Q: 3 clusters Score -1.464763e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135493 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -14647774.000000 Penalty: 5876.049316
	Iteration 27Q: 3 clusters Score -1.464777e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135705 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -14647800.000000 Penalty: 5876.049316
	Iteration 28Q: 3 clusters Score -1.46478e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135905 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -14647865.000000 Penalty: 5876.049316
	Iteration 29Q: 3 clusters Score -1.464786e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136072 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -14647920.000000 Penalty: 5876.049316
	Iteration 30Q: 3 clusters Score -1.464792e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136240 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -14647947.000000 Penalty: 5876.049316
	Iteration 31Q: 3 clusters Score -1.464795e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136382 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -14647988.000000 Penalty: 5876.049316
	Iteration 32Q: 3 clusters Score -1.464799e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136519 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -14648041.000000 Penalty: 5876.049316
	Iteration 33Q: 3 clusters Score -1.464804e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136652 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -14648111.000000 Penalty: 5876.049316
	Iteration 34Q: 3 clusters Score -1.464811e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136770 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -14648104.000000 Penalty: 5876.049316
	Iteration 35Q: 3 clusters Score -1.46481e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136887 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -14648133.000000 Penalty: 5876.049316
	Iteration 36Q: 3 clusters Score -1.464813e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136974 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -14648170.000000 Penalty: 5876.049316
	Iteration 37Q: 3 clusters Score -1.464817e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137047 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -14648218.000000 Penalty: 5876.049316
	Iteration 38Q: 3 clusters Score -1.464822e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137121 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -14648243.000000 Penalty: 5876.049316
	Iteration 39Q: 3 clusters Score -1.464824e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137179 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -14648266.000000 Penalty: 5876.049316
	Iteration 40F: 3 clusters Score -1.464827e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137229 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -14648279.000000 Penalty: 5876.049316
	Iteration 41Q: 3 clusters Score -1.464828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -14648284.000000 Penalty: 5876.049316
	Iteration 42Q: 3 clusters Score -1.464828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137303 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -14648291.000000 Penalty: 5876.049316
	Iteration 43Q: 3 clusters Score -1.464829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137333 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -14648285.000000 Penalty: 5876.049316
	Iteration 44Q: 3 clusters Score -1.464828e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137352 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14648277.000000 Penalty: 5876.049316
	Iteration 45Q: 3 clusters Score -1.464828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137370 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -14648296.000000 Penalty: 5876.049316
	Iteration 46Q: 3 clusters Score -1.46483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137388 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -14648299.000000 Penalty: 5876.049316
	Iteration 47Q: 3 clusters Score -1.46483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -14648316.000000 Penalty: 5876.049316
	Iteration 48Q: 3 clusters Score -1.464832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -14648300.000000 Penalty: 5876.049316
	Iteration 49Q: 3 clusters Score -1.46483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137430 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -14648317.000000 Penalty: 5876.049316
	Iteration 50Q: 3 clusters Score -1.464832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137441 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14648320.000000 Penalty: 5876.049316
	Iteration 51Q: 3 clusters Score -1.464832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137447 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14648319.000000 Penalty: 5876.049316
	Iteration 52Q: 3 clusters Score -1.464832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137451 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -14648314.000000 Penalty: 5876.049316
	Iteration 53Q: 3 clusters Score -1.464831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -14648318.000000 Penalty: 5876.049316
	Iteration 54Q: 3 clusters Score -1.464832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137461 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -14648316.000000 Penalty: 5876.049316
	Iteration 55Q: 3 clusters Score -1.464832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137467 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -14648313.000000 Penalty: 5876.049316
	Iteration 56Q: 3 clusters Score -1.464831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137472 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -14648322.000000 Penalty: 5876.049316
	Iteration 57Q: 3 clusters Score -1.464832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137478 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -14648326.000000 Penalty: 5876.049316
	Iteration 58Q: 3 clusters Score -1.464833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137483 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -14648330.000000 Penalty: 5876.049316
	Iteration 59Q: 3 clusters Score -1.464833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137487 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -14648328.000000 Penalty: 5876.049316
	Iteration 60F: 3 clusters Score -1.464833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137493 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -14648318.000000 Penalty: 5876.049316
	Iteration 61Q: 3 clusters Score -1.464832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137501 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -14648319.000000 Penalty: 5876.049316
	Iteration 62Q: 3 clusters Score -1.464832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -14648326.000000 Penalty: 5876.049316
	Iteration 63Q: 3 clusters Score -1.464833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137513 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -14648310.000000 Penalty: 5876.049316
	Iteration 64Q: 3 clusters Score -1.464831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137517 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -14648318.000000 Penalty: 5876.049316
	Iteration 65Q: 3 clusters Score -1.464832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137521 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -14648332.000000 Penalty: 5876.049316
	Iteration 66Q: 3 clusters Score -1.464833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -14648331.000000 Penalty: 5876.049316
	Iteration 67Q: 3 clusters Score -1.464833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137524 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -14648324.000000 Penalty: 5876.049316
	Iteration 68Q: 3 clusters Score -1.464832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137528 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14648320.000000 Penalty: 5876.049316
	Iteration 69Q: 3 clusters Score -1.464832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137528 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14648320.000000 Penalty: 5876.049316
	Iteration 70F: 3 clusters Score -1.464832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Entering Unmasked Estep 
Score: -2737545.500000 Penalty: 2517.566895
	Iteration 0F: 2 clusters Score -2737546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2719813.750000 Penalty: 5035.133789
	Iteration 0F: 3 clusters Score -2719814 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2725883.250000 Penalty: 5035.133789
	Iteration 1F: 3 clusters Score -2725883 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2726250.000000 Penalty: 5035.133789
	Iteration 2Q: 3 clusters Score -2726250 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2726623.000000 Penalty: 5035.133789
	Iteration 3Q: 3 clusters Score -2726623 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2727043.000000 Penalty: 5035.133789
	Iteration 4Q: 3 clusters Score -2727043 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2727539.250000 Penalty: 5035.133789
	Iteration 5Q: 3 clusters Score -2727539 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2728161.250000 Penalty: 5035.133789
	Iteration 6Q: 3 clusters Score -2728161 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2729008.250000 Penalty: 5035.133789
	Iteration 7F: 3 clusters Score -2729008 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2730013.250000 Penalty: 5035.133789
	Iteration 8F: 3 clusters Score -2730013 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2731261.500000 Penalty: 5035.133789
	Iteration 9F: 3 clusters Score -2731262 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2732556.500000 Penalty: 5035.133789
	Iteration 10F: 3 clusters Score -2732556 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2733713.000000 Penalty: 5035.133789
	Iteration 11Q: 3 clusters Score -2733713 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2734425.000000 Penalty: 5035.133789
	Iteration 12Q: 3 clusters Score -2734425 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2734808.000000 Penalty: 5035.133789
	Iteration 13Q: 3 clusters Score -2734808 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -2735005.750000 Penalty: 5035.133789
	Iteration 14Q: 3 clusters Score -2735006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -2735127.000000 Penalty: 5035.133789
	Iteration 15Q: 3 clusters Score -2735127 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -2735214.750000 Penalty: 5035.133789
	Iteration 16Q: 3 clusters Score -2735215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2735257.250000 Penalty: 5035.133789
	Iteration 17Q: 3 clusters Score -2735257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -2735281.000000 Penalty: 5035.133789
	Iteration 18Q: 3 clusters Score -2735281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -2735297.500000 Penalty: 5035.133789
	Iteration 19Q: 3 clusters Score -2735298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2735315.250000 Penalty: 5035.133789
	Iteration 20F: 3 clusters Score -2735315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2735336.750000 Penalty: 5035.133789
	Iteration 21Q: 3 clusters Score -2735337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -2735352.000000 Penalty: 5035.133789
	Iteration 22Q: 3 clusters Score -2735352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -2735364.000000 Penalty: 5035.133789
	Iteration 23Q: 3 clusters Score -2735364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2735373.750000 Penalty: 5035.133789
	Iteration 24Q: 3 clusters Score -2735374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2735376.000000 Penalty: 5035.133789
	Iteration 25Q: 3 clusters Score -2735376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -2735376.750000 Penalty: 5035.133789
	Iteration 26Q: 3 clusters Score -2735377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -2735376.000000 Penalty: 5035.133789
	Iteration 27Q: 3 clusters Score -2735376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -2735376.000000 Penalty: 5035.133789
	Iteration 28F: 3 clusters Score -2735376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -75578.968750 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -75578.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73800.695312 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -73800.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74143.781250 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -74143.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -74281.554688 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -74281.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74368.179688 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -74368.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74519.617188 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -74519.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74678.312500 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -74678.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74883.148438 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -74883.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75048.617188 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -75048.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75126.617188 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -75126.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75172.898438 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -75172.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -75189.906250 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -75189.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75206.648438 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -75206.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75224.328125 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -75224.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75245.843750 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -75245.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75275.109375 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -75275.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75286.343750 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -75286.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75292.359375 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -75292.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75294.984375 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -75294.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -75297.343750 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -75297.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -75299.390625 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -75299.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -75300.242188 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -75300.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Entering Unmasked Estep 
Score: -2079484.000000 Penalty: 2449.938721
	Iteration 0F: 2 clusters Score -2079484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2065824.625000 Penalty: 4899.877441
	Iteration 0F: 3 clusters Score -2065825 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2070453.125000 Penalty: 4899.877441
	Iteration 1F: 3 clusters Score -2070453 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2070923.125000 Penalty: 4899.877441
	Iteration 2F: 3 clusters Score -2070923 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2071355.250000 Penalty: 4899.877441
	Iteration 3F: 3 clusters Score -2071355 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2071849.000000 Penalty: 4899.877441
	Iteration 4Q: 3 clusters Score -2071849 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2072483.625000 Penalty: 4899.877441
	Iteration 5F: 3 clusters Score -2072484 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2073291.875000 Penalty: 4899.877441
	Iteration 6F: 3 clusters Score -2073292 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2074201.750000 Penalty: 4899.877441
	Iteration 7F: 3 clusters Score -2074202 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2075109.625000 Penalty: 4899.877441
	Iteration 8F: 3 clusters Score -2075110 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2075905.625000 Penalty: 4899.877441
	Iteration 9Q: 3 clusters Score -2075906 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2076505.375000 Penalty: 4899.877441
	Iteration 10Q: 3 clusters Score -2076505 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2076905.625000 Penalty: 4899.877441
	Iteration 11Q: 3 clusters Score -2076906 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2077157.625000 Penalty: 4899.877441
	Iteration 12Q: 3 clusters Score -2077158 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2077321.875000 Penalty: 4899.877441
	Iteration 13Q: 3 clusters Score -2077322 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2077445.750000 Penalty: 4899.877441
	Iteration 14Q: 3 clusters Score -2077446 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2077538.750000 Penalty: 4899.877441
	Iteration 15Q: 3 clusters Score -2077539 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2077617.875000 Penalty: 4899.877441
	Iteration 16Q: 3 clusters Score -2077618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2077668.000000 Penalty: 4899.877441
	Iteration 17Q: 3 clusters Score -2077668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2077714.000000 Penalty: 4899.877441
	Iteration 18Q: 3 clusters Score -2077714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2077744.625000 Penalty: 4899.877441
	Iteration 19Q: 3 clusters Score -2077745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2077772.125000 Penalty: 4899.877441
	Iteration 20F: 3 clusters Score -2077772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2077799.125000 Penalty: 4899.877441
	Iteration 21Q: 3 clusters Score -2077799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2077810.750000 Penalty: 4899.877441
	Iteration 22Q: 3 clusters Score -2077811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2077824.625000 Penalty: 4899.877441
	Iteration 23Q: 3 clusters Score -2077825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2077843.625000 Penalty: 4899.877441
	Iteration 24Q: 3 clusters Score -2077844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2077858.875000 Penalty: 4899.877441
	Iteration 25Q: 3 clusters Score -2077859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2077873.625000 Penalty: 4899.877441
	Iteration 26Q: 3 clusters Score -2077874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2077891.125000 Penalty: 4899.877441
	Iteration 27Q: 3 clusters Score -2077891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2077900.000000 Penalty: 4899.877441
	Iteration 28Q: 3 clusters Score -2077900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2077907.625000 Penalty: 4899.877441
	Iteration 29Q: 3 clusters Score -2077908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2077913.500000 Penalty: 4899.877441
	Iteration 30Q: 3 clusters Score -2077914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2077920.875000 Penalty: 4899.877441
	Iteration 31Q: 3 clusters Score -2077921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2077931.125000 Penalty: 4899.877441
	Iteration 32Q: 3 clusters Score -2077931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2077939.750000 Penalty: 4899.877441
	Iteration 33Q: 3 clusters Score -2077940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2077943.750000 Penalty: 4899.877441
	Iteration 34Q: 3 clusters Score -2077944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2077947.750000 Penalty: 4899.877441
	Iteration 35Q: 3 clusters Score -2077948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2077957.000000 Penalty: 4899.877441
	Iteration 36Q: 3 clusters Score -2077957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2077961.000000 Penalty: 4899.877441
	Iteration 37Q: 3 clusters Score -2077961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2077966.750000 Penalty: 4899.877441
	Iteration 38Q: 3 clusters Score -2077967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2077964.625000 Penalty: 4899.877441
	Iteration 39Q: 3 clusters Score -2077965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2077974.000000 Penalty: 4899.877441
	Iteration 40F: 3 clusters Score -2077974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2077978.000000 Penalty: 4899.877441
	Iteration 41Q: 3 clusters Score -2077978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2077980.875000 Penalty: 4899.877441
	Iteration 42Q: 3 clusters Score -2077981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2077981.375000 Penalty: 4899.877441
	Iteration 43Q: 3 clusters Score -2077981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2077983.250000 Penalty: 4899.877441
	Iteration 44Q: 3 clusters Score -2077983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2077984.500000 Penalty: 4899.877441
	Iteration 45Q: 3 clusters Score -2077984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2077986.875000 Penalty: 4899.877441
	Iteration 46Q: 3 clusters Score -2077987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2077988.000000 Penalty: 4899.877441
	Iteration 47Q: 3 clusters Score -2077988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2077989.250000 Penalty: 4899.877441
	Iteration 48Q: 3 clusters Score -2077989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2077992.750000 Penalty: 4899.877441
	Iteration 49Q: 3 clusters Score -2077993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2077993.000000 Penalty: 4899.877441
	Iteration 50Q: 3 clusters Score -2077993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2077990.750000 Penalty: 4899.877441
	Iteration 51Q: 3 clusters Score -2077991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2077993.875000 Penalty: 4899.877441
	Iteration 52Q: 3 clusters Score -2077994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2077997.625000 Penalty: 4899.877441
	Iteration 53Q: 3 clusters Score -2077998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2077997.625000 Penalty: 4899.877441
	Iteration 54F: 3 clusters Score -2077998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Entering Unmasked Estep 
Score: -437711.218750 Penalty: 2079.714355
	Iteration 0F: 2 clusters Score -437711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -433544.750000 Penalty: 4159.428711
	Iteration 0F: 3 clusters Score -433544.8 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -434554.031250 Penalty: 4159.428711
	Iteration 1F: 3 clusters Score -434554 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -434741.531250 Penalty: 4159.428711
	Iteration 2F: 3 clusters Score -434741.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -434836.156250 Penalty: 4159.428711
	Iteration 3Q: 3 clusters Score -434836.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -434910.968750 Penalty: 4159.428711
	Iteration 4Q: 3 clusters Score -434911 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -434967.968750 Penalty: 4159.428711
	Iteration 5Q: 3 clusters Score -434968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -435023.062500 Penalty: 4159.428711
	Iteration 6Q: 3 clusters Score -435023.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -435073.937500 Penalty: 4159.428711
	Iteration 7Q: 3 clusters Score -435073.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -435117.531250 Penalty: 4159.428711
	Iteration 8Q: 3 clusters Score -435117.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -435152.500000 Penalty: 4159.428711
	Iteration 9Q: 3 clusters Score -435152.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -435179.812500 Penalty: 4159.428711
	Iteration 10Q: 3 clusters Score -435179.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -435204.281250 Penalty: 4159.428711
	Iteration 11Q: 3 clusters Score -435204.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -435220.187500 Penalty: 4159.428711
	Iteration 12Q: 3 clusters Score -435220.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -435237.343750 Penalty: 4159.428711
	Iteration 13Q: 3 clusters Score -435237.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -435255.625000 Penalty: 4159.428711
	Iteration 14Q: 3 clusters Score -435255.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -435271.156250 Penalty: 4159.428711
	Iteration 15Q: 3 clusters Score -435271.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -435282.500000 Penalty: 4159.428711
	Iteration 16Q: 3 clusters Score -435282.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -435296.281250 Penalty: 4159.428711
	Iteration 17Q: 3 clusters Score -435296.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -435307.343750 Penalty: 4159.428711
	Iteration 18Q: 3 clusters Score -435307.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -435322.656250 Penalty: 4159.428711
	Iteration 19Q: 3 clusters Score -435322.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -435342.906250 Penalty: 4159.428711
	Iteration 20F: 3 clusters Score -435342.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -435360.812500 Penalty: 4159.428711
	Iteration 21Q: 3 clusters Score -435360.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -435383.750000 Penalty: 4159.428711
	Iteration 22Q: 3 clusters Score -435383.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -435408.750000 Penalty: 4159.428711
	Iteration 23Q: 3 clusters Score -435408.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -435438.281250 Penalty: 4159.428711
	Iteration 24Q: 3 clusters Score -435438.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -435470.500000 Penalty: 4159.428711
	Iteration 25Q: 3 clusters Score -435470.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -435499.218750 Penalty: 4159.428711
	Iteration 26Q: 3 clusters Score -435499.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -435531.343750 Penalty: 4159.428711
	Iteration 27Q: 3 clusters Score -435531.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -435566.937500 Penalty: 4159.428711
	Iteration 28Q: 3 clusters Score -435566.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -435592.562500 Penalty: 4159.428711
	Iteration 29Q: 3 clusters Score -435592.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -435616.375000 Penalty: 4159.428711
	Iteration 30Q: 3 clusters Score -435616.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -435646.187500 Penalty: 4159.428711
	Iteration 31Q: 3 clusters Score -435646.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -435682.343750 Penalty: 4159.428711
	Iteration 32Q: 3 clusters Score -435682.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -435718.218750 Penalty: 4159.428711
	Iteration 33Q: 3 clusters Score -435718.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -435748.656250 Penalty: 4159.428711
	Iteration 34Q: 3 clusters Score -435748.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -435779.812500 Penalty: 4159.428711
	Iteration 35Q: 3 clusters Score -435779.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -435808.531250 Penalty: 4159.428711
	Iteration 36Q: 3 clusters Score -435808.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -435827.250000 Penalty: 4159.428711
	Iteration 37Q: 3 clusters Score -435827.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -435854.937500 Penalty: 4159.428711
	Iteration 38Q: 3 clusters Score -435854.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -435871.437500 Penalty: 4159.428711
	Iteration 39Q: 3 clusters Score -435871.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -435891.218750 Penalty: 4159.428711
	Iteration 40F: 3 clusters Score -435891.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -435910.156250 Penalty: 4159.428711
	Iteration 41Q: 3 clusters Score -435910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -435927.000000 Penalty: 4159.428711
	Iteration 42Q: 3 clusters Score -435927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -435937.437500 Penalty: 4159.428711
	Iteration 43Q: 3 clusters Score -435937.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -435954.687500 Penalty: 4159.428711
	Iteration 44Q: 3 clusters Score -435954.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -435972.250000 Penalty: 4159.428711
	Iteration 45Q: 3 clusters Score -435972.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -435978.968750 Penalty: 4159.428711
	Iteration 46Q: 3 clusters Score -435979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -435984.875000 Penalty: 4159.428711
	Iteration 47Q: 3 clusters Score -435984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -435990.406250 Penalty: 4159.428711
	Iteration 48Q: 3 clusters Score -435990.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -436001.156250 Penalty: 4159.428711
	Iteration 49Q: 3 clusters Score -436001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -436004.968750 Penalty: 4159.428711
	Iteration 50Q: 3 clusters Score -436005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -436010.812500 Penalty: 4159.428711
	Iteration 51Q: 3 clusters Score -436010.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -436017.500000 Penalty: 4159.428711
	Iteration 52Q: 3 clusters Score -436017.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -436022.312500 Penalty: 4159.428711
	Iteration 53Q: 3 clusters Score -436022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -436024.406250 Penalty: 4159.428711
	Iteration 54Q: 3 clusters Score -436024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -436026.437500 Penalty: 4159.428711
	Iteration 55Q: 3 clusters Score -436026.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -436027.593750 Penalty: 4159.428711
	Iteration 56Q: 3 clusters Score -436027.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -436027.593750 Penalty: 4159.428711
	Iteration 57F: 3 clusters Score -436027.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Entering Unmasked Estep 
Score: -626056.875000 Penalty: 2160.437744
	Iteration 0F: 2 clusters Score -626056.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -620852.562500 Penalty: 4320.875488
	Iteration 0F: 3 clusters Score -620852.6 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -622190.000000 Penalty: 4320.875488
	Iteration 1F: 3 clusters Score -622190 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -622464.937500 Penalty: 4320.875488
	Iteration 2F: 3 clusters Score -622464.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -622650.625000 Penalty: 4320.875488
	Iteration 3F: 3 clusters Score -622650.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -622783.937500 Penalty: 4320.875488
	Iteration 4Q: 3 clusters Score -622783.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -622907.437500 Penalty: 4320.875488
	Iteration 5Q: 3 clusters Score -622907.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -623022.500000 Penalty: 4320.875488
	Iteration 6Q: 3 clusters Score -623022.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -623121.000000 Penalty: 4320.875488
	Iteration 7Q: 3 clusters Score -623121 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -623210.625000 Penalty: 4320.875488
	Iteration 8Q: 3 clusters Score -623210.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -623275.250000 Penalty: 4320.875488
	Iteration 9Q: 3 clusters Score -623275.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -623336.625000 Penalty: 4320.875488
	Iteration 10Q: 3 clusters Score -623336.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -623379.375000 Penalty: 4320.875488
	Iteration 11Q: 3 clusters Score -623379.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -623410.375000 Penalty: 4320.875488
	Iteration 12Q: 3 clusters Score -623410.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -623438.562500 Penalty: 4320.875488
	Iteration 13Q: 3 clusters Score -623438.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -623463.625000 Penalty: 4320.875488
	Iteration 14Q: 3 clusters Score -623463.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -623484.750000 Penalty: 4320.875488
	Iteration 15Q: 3 clusters Score -623484.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -623501.750000 Penalty: 4320.875488
	Iteration 16Q: 3 clusters Score -623501.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -623510.875000 Penalty: 4320.875488
	Iteration 17Q: 3 clusters Score -623510.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -623519.312500 Penalty: 4320.875488
	Iteration 18Q: 3 clusters Score -623519.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -623527.687500 Penalty: 4320.875488
	Iteration 19Q: 3 clusters Score -623527.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -623536.625000 Penalty: 4320.875488
	Iteration 20F: 3 clusters Score -623536.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -623543.312500 Penalty: 4320.875488
	Iteration 21Q: 3 clusters Score -623543.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -623546.437500 Penalty: 4320.875488
	Iteration 22Q: 3 clusters Score -623546.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -623551.750000 Penalty: 4320.875488
	Iteration 23Q: 3 clusters Score -623551.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -623558.312500 Penalty: 4320.875488
	Iteration 24Q: 3 clusters Score -623558.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -623563.250000 Penalty: 4320.875488
	Iteration 25Q: 3 clusters Score -623563.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -623567.625000 Penalty: 4320.875488
	Iteration 26Q: 3 clusters Score -623567.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -623569.000000 Penalty: 4320.875488
	Iteration 27Q: 3 clusters Score -623569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -623570.375000 Penalty: 4320.875488
	Iteration 28Q: 3 clusters Score -623570.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -623572.312500 Penalty: 4320.875488
	Iteration 29Q: 3 clusters Score -623572.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -623576.687500 Penalty: 4320.875488
	Iteration 30Q: 3 clusters Score -623576.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -623582.812500 Penalty: 4320.875488
	Iteration 31Q: 3 clusters Score -623582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -623585.500000 Penalty: 4320.875488
	Iteration 32Q: 3 clusters Score -623585.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -623588.625000 Penalty: 4320.875488
	Iteration 33Q: 3 clusters Score -623588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -623593.812500 Penalty: 4320.875488
	Iteration 34Q: 3 clusters Score -623593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -623595.250000 Penalty: 4320.875488
	Iteration 35Q: 3 clusters Score -623595.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -623597.125000 Penalty: 4320.875488
	Iteration 36Q: 3 clusters Score -623597.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -623601.062500 Penalty: 4320.875488
	Iteration 37Q: 3 clusters Score -623601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -623601.562500 Penalty: 4320.875488
	Iteration 38Q: 3 clusters Score -623601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -623604.750000 Penalty: 4320.875488
	Iteration 39Q: 3 clusters Score -623604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -623605.437500 Penalty: 4320.875488
	Iteration 40F: 3 clusters Score -623605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -623606.750000 Penalty: 4320.875488
	Iteration 41Q: 3 clusters Score -623606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -623607.062500 Penalty: 4320.875488
	Iteration 42Q: 3 clusters Score -623607.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -623606.312500 Penalty: 4320.875488
	Iteration 43Q: 3 clusters Score -623606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -623607.562500 Penalty: 4320.875488
	Iteration 44Q: 3 clusters Score -623607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -623608.375000 Penalty: 4320.875488
	Iteration 45Q: 3 clusters Score -623608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -623610.875000 Penalty: 4320.875488
	Iteration 46Q: 3 clusters Score -623610.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -623612.625000 Penalty: 4320.875488
	Iteration 47Q: 3 clusters Score -623612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -623614.187500 Penalty: 4320.875488
	Iteration 48Q: 3 clusters Score -623614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -623617.437500 Penalty: 4320.875488
	Iteration 49Q: 3 clusters Score -623617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -623618.625000 Penalty: 4320.875488
	Iteration 50Q: 3 clusters Score -623618.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -623621.937500 Penalty: 4320.875488
	Iteration 51Q: 3 clusters Score -623621.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -623624.750000 Penalty: 4320.875488
	Iteration 52Q: 3 clusters Score -623624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -623626.687500 Penalty: 4320.875488
	Iteration 53Q: 3 clusters Score -623626.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -623626.750000 Penalty: 4320.875488
	Iteration 54Q: 3 clusters Score -623626.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -623629.000000 Penalty: 4320.875488
	Iteration 55Q: 3 clusters Score -623629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -623632.125000 Penalty: 4320.875488
	Iteration 56Q: 3 clusters Score -623632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -623634.062500 Penalty: 4320.875488
	Iteration 57Q: 3 clusters Score -623634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -623635.125000 Penalty: 4320.875488
	Iteration 58Q: 3 clusters Score -623635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -623637.000000 Penalty: 4320.875488
	Iteration 59Q: 3 clusters Score -623637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -623637.625000 Penalty: 4320.875488
	Iteration 60F: 3 clusters Score -623637.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -623640.125000 Penalty: 4320.875488
	Iteration 61Q: 3 clusters Score -623640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -623640.375000 Penalty: 4320.875488
	Iteration 62Q: 3 clusters Score -623640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -623640.062500 Penalty: 4320.875488
	Iteration 63Q: 3 clusters Score -623640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -623643.937500 Penalty: 4320.875488
	Iteration 64Q: 3 clusters Score -623643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -623644.687500 Penalty: 4320.875488
	Iteration 65Q: 3 clusters Score -623644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -623646.062500 Penalty: 4320.875488
	Iteration 66Q: 3 clusters Score -623646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -623647.062500 Penalty: 4320.875488
	Iteration 67Q: 3 clusters Score -623647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -623648.250000 Penalty: 4320.875488
	Iteration 68Q: 3 clusters Score -623648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -623648.250000 Penalty: 4320.875488
	Iteration 69Q: 3 clusters Score -623648.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -623650.875000 Penalty: 4320.875488
	Iteration 70Q: 3 clusters Score -623650.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -623651.312500 Penalty: 4320.875488
	Iteration 71Q: 3 clusters Score -623651.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -623656.125000 Penalty: 4320.875488
	Iteration 72Q: 3 clusters Score -623656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -623654.750000 Penalty: 4320.875488
	Iteration 73Q: 3 clusters Score -623654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -623655.250000 Penalty: 4320.875488
	Iteration 74Q: 3 clusters Score -623655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -623655.250000 Penalty: 4320.875488
	Iteration 75F: 3 clusters Score -623655.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84216 members 
Mstep: Class 5 contains 216913 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125698 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139647 members 
Mstep: Class 16 contains 25629 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058952.000000 Penalty: 43306.667969
Iteration 479Q: 14 clusters Score -7.005895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84216 members 
Mstep: Class 5 contains 216913 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125695 members 
Mstep: Class 14 contains 38015 members 
Mstep: Class 15 contains 139649 members 
Mstep: Class 16 contains 25630 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058960.000000 Penalty: 43306.667969
Iteration 480F: 14 clusters Score -7.005896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84217 members 
Mstep: Class 5 contains 216912 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125695 members 
Mstep: Class 14 contains 38014 members 
Mstep: Class 15 contains 139649 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058968.000000 Penalty: 43306.667969
Iteration 481Q: 14 clusters Score -7.005897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84217 members 
Mstep: Class 5 contains 216915 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125694 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139648 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058928.000000 Penalty: 43306.667969
Iteration 482Q: 14 clusters Score -7.005893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84219 members 
Mstep: Class 5 contains 216916 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125691 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139648 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058936.000000 Penalty: 43306.667969
Iteration 483Q: 14 clusters Score -7.005894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84219 members 
Mstep: Class 5 contains 216915 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125689 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139651 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058928.000000 Penalty: 43306.667969
Iteration 484Q: 14 clusters Score -7.005893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84220 members 
Mstep: Class 5 contains 216915 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125686 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139653 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058920.000000 Penalty: 43306.667969
Iteration 485Q: 14 clusters Score -7.005892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84221 members 
Mstep: Class 5 contains 216916 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125680 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139657 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058944.000000 Penalty: 43306.667969
Iteration 486Q: 14 clusters Score -7.005894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84221 members 
Mstep: Class 5 contains 216915 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125676 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139661 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058928.000000 Penalty: 43306.667969
Iteration 487Q: 14 clusters Score -7.005893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84220 members 
Mstep: Class 5 contains 216916 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125673 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139664 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058952.000000 Penalty: 43306.667969
Iteration 488Q: 14 clusters Score -7.005895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84220 members 
Mstep: Class 5 contains 216916 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125671 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139667 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4386 members 
Mstep: Class 21 contains 6071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058960.000000 Penalty: 43306.667969
Iteration 489Q: 14 clusters Score -7.005896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84220 members 
Mstep: Class 5 contains 216916 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125670 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139670 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058968.000000 Penalty: 43306.667969
Iteration 490Q: 14 clusters Score -7.005897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84221 members 
Mstep: Class 5 contains 216915 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125668 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139672 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058960.000000 Penalty: 43306.667969
Iteration 491Q: 14 clusters Score -7.005896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84222 members 
Mstep: Class 5 contains 216912 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125665 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139677 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058960.000000 Penalty: 43306.667969
Iteration 492Q: 14 clusters Score -7.005896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84224 members 
Mstep: Class 5 contains 216910 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125662 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139680 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058976.000000 Penalty: 43306.667969
Iteration 493Q: 14 clusters Score -7.005898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 4 contains 84225 members 
Mstep: Class 5 contains 216914 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125656 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139680 members 
Mstep: Class 16 contains 25631 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19513 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059000.000000 Penalty: 43306.667969
Iteration 494Q: 14 clusters Score -7.0059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 4 contains 84225 members 
Mstep: Class 5 contains 216917 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125652 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139682 members 
Mstep: Class 16 contains 25632 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058992.000000 Penalty: 43306.667969
Iteration 495Q: 14 clusters Score -7.005899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 4 contains 84227 members 
Mstep: Class 5 contains 216923 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125640 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139686 members 
Mstep: Class 16 contains 25632 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058984.000000 Penalty: 43306.667969
Iteration 496Q: 14 clusters Score -7.005898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 4 contains 84228 members 
Mstep: Class 5 contains 216931 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125629 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139688 members 
Mstep: Class 16 contains 25632 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058976.000000 Penalty: 43306.667969
Iteration 497Q: 14 clusters Score -7.005898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 4 contains 84230 members 
Mstep: Class 5 contains 216936 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125623 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139688 members 
Mstep: Class 16 contains 25632 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058992.000000 Penalty: 43306.667969
Iteration 498Q: 14 clusters Score -7.005899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 4 contains 84232 members 
Mstep: Class 5 contains 216938 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125621 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139685 members 
Mstep: Class 16 contains 25633 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058992.000000 Penalty: 43306.667969
Iteration 499Q: 14 clusters Score -7.005899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 4 contains 84232 members 
Mstep: Class 5 contains 216942 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 8276 members 
Mstep: Class 11 contains 125616 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 139687 members 
Mstep: Class 16 contains 25632 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 19512 members 
Mstep: Class 19 contains 4385 members 
Mstep: Class 21 contains 6070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059000.000000 Penalty: 43306.667969
Iteration 500F: 14 clusters Score -7.0059e+07 nChanged 12
Maximum iterations exceeded
--- Evaluating fit on full set of 2045601 points ---
Entering Unmasked Estep 
Score: -209797360.000000 Penalty: 46848.597656
22->14 Clusters: Score -209797360.000000, best is -210297936.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 681867 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 30897 members 
Mstep: Class 3 contains 30836 members 
Mstep: Class 4 contains 31214 members 
Mstep: Class 5 contains 31023 members 
Mstep: Class 6 contains 30928 members 
Mstep: Class 7 contains 30612 members 
Mstep: Class 8 contains 31300 members 
Mstep: Class 9 contains 31082 members 
Mstep: Class 10 contains 31017 members 
Mstep: Class 11 contains 31016 members 
Mstep: Class 12 contains 31117 members 
Mstep: Class 13 contains 30940 members 
Mstep: Class 14 contains 30857 members 
Mstep: Class 15 contains 30978 members 
Mstep: Class 16 contains 30872 members 
Mstep: Class 17 contains 31166 members 
Mstep: Class 18 contains 30985 members 
Mstep: Class 19 contains 31170 members 
Mstep: Class 20 contains 30992 members 
Mstep: Class 21 contains 30783 members 
Mstep: Class 22 contains 31062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 180.835236 but Gain 3331.281250
Score: -67039580.000000 Penalty: 69956.929688
Iteration 0F: 22 clusters Score -6.703958e+07 nChanged 645711
Entering Unmasked Mstep 
Mstep: Class 0 contains 2013 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 7032 members 
Mstep: Class 3 contains 7573 members 
Mstep: Class 4 contains 21774 members 
Mstep: Class 5 contains 76683 members 
Mstep: Class 6 contains 33307 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 17754 members 
Mstep: Class 9 contains 39715 members 
Mstep: Class 10 contains 12556 members 
Mstep: Class 11 contains 17346 members 
Mstep: Class 13 contains 8696 members 
Mstep: Class 14 contains 58907 members 
Mstep: Class 15 contains 6573 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 36607 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 145397 members 
Mstep: Class 20 contains 21191 members 
Mstep: Class 21 contains 10879 members 
Mstep: Class 22 contains 107285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3256.914062 but Gain 3331.289062
Score: -69162344.000000 Penalty: 66625.640625
Iteration 1F: 21 clusters Score -6.916234e+07 nChanged 191423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1518 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 3598 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 15043 members 
Mstep: Class 5 contains 80669 members 
Mstep: Class 6 contains 26117 members 
Mstep: Class 8 contains 11733 members 
Mstep: Class 9 contains 31081 members 
Mstep: Class 10 contains 7691 members 
Mstep: Class 11 contains 13176 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 62941 members 
Mstep: Class 15 contains 5139 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 31291 members 
Mstep: Class 18 contains 5392 members 
Mstep: Class 19 contains 179645 members 
Mstep: Class 20 contains 16202 members 
Mstep: Class 21 contains 10847 members 
Mstep: Class 22 contains 144660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1914.998657 but Gain 3331.277344
Score: -69480280.000000 Penalty: 63294.363281
Iteration 2F: 20 clusters Score -6.948028e+07 nChanged 133623
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 3 contains 2004 members 
Mstep: Class 4 contains 12856 members 
Mstep: Class 5 contains 75043 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 23431 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 13 contains 2194 members 
Mstep: Class 14 contains 58574 members 
Mstep: Class 15 contains 5009 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 17 contains 24427 members 
Mstep: Class 18 contains 2875 members 
Mstep: Class 19 contains 210644 members 
Mstep: Class 20 contains 15322 members 
Mstep: Class 21 contains 14388 members 
Mstep: Class 22 contains 172910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1272.536865 but Gain 3331.285156
Score: -69611856.000000 Penalty: 59963.078125
Iteration 3F: 19 clusters Score -6.961186e+07 nChanged 97959
Entering Unmasked Mstep 
Mstep: Class 0 contains 740 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 3 contains 1918 members 
Mstep: Class 4 contains 11987 members 
Mstep: Class 5 contains 65381 members 
Mstep: Class 6 contains 18973 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 20249 members 
Mstep: Class 10 contains 2701 members 
Mstep: Class 11 contains 6381 members 
Mstep: Class 14 contains 51428 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2045 members 
Mstep: Class 17 contains 18605 members 
Mstep: Class 18 contains 1493 members 
Mstep: Class 19 contains 231281 members 
Mstep: Class 20 contains 15861 members 
Mstep: Class 21 contains 16132 members 
Mstep: Class 22 contains 195482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1032.928101 but Gain 3331.281250
Score: -69677784.000000 Penalty: 56631.796875
Iteration 4F: 18 clusters Score -6.967778e+07 nChanged 82235
Entering Unmasked Mstep 
Mstep: Class 0 contains 738 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 10977 members 
Mstep: Class 5 contains 55678 members 
Mstep: Class 6 contains 19432 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 20227 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 5409 members 
Mstep: Class 14 contains 46024 members 
Mstep: Class 15 contains 4104 members 
Mstep: Class 16 contains 1953 members 
Mstep: Class 17 contains 14974 members 
Mstep: Class 19 contains 235271 members 
Mstep: Class 20 contains 16280 members 
Mstep: Class 21 contains 16271 members 
Mstep: Class 22 contains 219043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1607.179932 but Gain 3331.281250
Score: -69723056.000000 Penalty: 53300.515625
Iteration 5F: 17 clusters Score -6.972306e+07 nChanged 75626
Entering Unmasked Mstep 
Mstep: Class 0 contains 738 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 9725 members 
Mstep: Class 5 contains 48539 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 9 contains 21477 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 14 contains 44408 members 
Mstep: Class 15 contains 3169 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 13300 members 
Mstep: Class 19 contains 229614 members 
Mstep: Class 20 contains 16297 members 
Mstep: Class 21 contains 15936 members 
Mstep: Class 22 contains 238826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1767.509155 but Gain 3331.281250
Score: -69758584.000000 Penalty: 49969.234375
Iteration 6F: 16 clusters Score -6.975858e+07 nChanged 69562
Entering Unmasked Mstep 
Mstep: Class 0 contains 738 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 8400 members 
Mstep: Class 5 contains 44131 members 
Mstep: Class 6 contains 22643 members 
Mstep: Class 9 contains 22264 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 14 contains 46263 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 19 contains 227623 members 
Mstep: Class 20 contains 16077 members 
Mstep: Class 21 contains 15717 members 
Mstep: Class 22 contains 245047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69793336.000000 Penalty: 49969.234375
Iteration 7F: 16 clusters Score -6.979334e+07 nChanged 58419
Entering Unmasked Mstep 
Mstep: Class 0 contains 732 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 7380 members 
Mstep: Class 5 contains 41421 members 
Mstep: Class 6 contains 24084 members 
Mstep: Class 9 contains 22441 members 
Mstep: Class 11 contains 8984 members 
Mstep: Class 14 contains 49567 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 12719 members 
Mstep: Class 19 contains 231557 members 
Mstep: Class 20 contains 15829 members 
Mstep: Class 21 contains 15768 members 
Mstep: Class 22 contains 239854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69828704.000000 Penalty: 49969.234375
Iteration 8F: 16 clusters Score -6.98287e+07 nChanged 48929
Entering Unmasked Mstep 
Mstep: Class 0 contains 434 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 6808 members 
Mstep: Class 5 contains 40266 members 
Mstep: Class 6 contains 25249 members 
Mstep: Class 9 contains 22506 members 
Mstep: Class 11 contains 10789 members 
Mstep: Class 14 contains 53857 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 1468 members 
Mstep: Class 17 contains 12987 members 
Mstep: Class 19 contains 235824 members 
Mstep: Class 20 contains 15668 members 
Mstep: Class 21 contains 15970 members 
Mstep: Class 22 contains 230836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69894328.000000 Penalty: 49969.234375
Iteration 9F: 16 clusters Score -6.989433e+07 nChanged 41429
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 40174 members 
Mstep: Class 6 contains 26407 members 
Mstep: Class 9 contains 22672 members 
Mstep: Class 11 contains 12445 members 
Mstep: Class 14 contains 58933 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 1388 members 
Mstep: Class 17 contains 13474 members 
Mstep: Class 19 contains 237445 members 
Mstep: Class 20 contains 15733 members 
Mstep: Class 21 contains 16219 members 
Mstep: Class 22 contains 222013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69930480.000000 Penalty: 49969.234375
Iteration 10F: 16 clusters Score -6.993048e+07 nChanged 33606
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 6552 members 
Mstep: Class 5 contains 40650 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 9 contains 22848 members 
Mstep: Class 11 contains 13946 members 
Mstep: Class 14 contains 64295 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 1335 members 
Mstep: Class 17 contains 14051 members 
Mstep: Class 19 contains 236494 members 
Mstep: Class 20 contains 15922 members 
Mstep: Class 21 contains 16491 members 
Mstep: Class 22 contains 214236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69947584.000000 Penalty: 49969.234375
Iteration 11Q: 16 clusters Score -6.994758e+07 nChanged 27519
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 41637 members 
Mstep: Class 6 contains 28061 members 
Mstep: Class 9 contains 22995 members 
Mstep: Class 11 contains 15191 members 
Mstep: Class 14 contains 69865 members 
Mstep: Class 15 contains 803 members 
Mstep: Class 16 contains 1286 members 
Mstep: Class 17 contains 14675 members 
Mstep: Class 19 contains 233465 members 
Mstep: Class 20 contains 16115 members 
Mstep: Class 21 contains 16726 members 
Mstep: Class 22 contains 207833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69960072.000000 Penalty: 49969.234375
Iteration 12Q: 16 clusters Score -6.996007e+07 nChanged 22890
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 6964 members 
Mstep: Class 5 contains 42596 members 
Mstep: Class 6 contains 28667 members 
Mstep: Class 9 contains 23096 members 
Mstep: Class 11 contains 16260 members 
Mstep: Class 14 contains 75508 members 
Mstep: Class 15 contains 769 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 15364 members 
Mstep: Class 19 contains 229401 members 
Mstep: Class 20 contains 16298 members 
Mstep: Class 21 contains 16931 members 
Mstep: Class 22 contains 202592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69969632.000000 Penalty: 49969.234375
Iteration 13Q: 16 clusters Score -6.996963e+07 nChanged 19354
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 43434 members 
Mstep: Class 6 contains 29106 members 
Mstep: Class 9 contains 23107 members 
Mstep: Class 11 contains 17187 members 
Mstep: Class 14 contains 80882 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 1234 members 
Mstep: Class 17 contains 16006 members 
Mstep: Class 19 contains 225054 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 17100 members 
Mstep: Class 22 contains 198466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69976200.000000 Penalty: 49969.234375
Iteration 14Q: 16 clusters Score -6.99762e+07 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 7487 members 
Mstep: Class 5 contains 44039 members 
Mstep: Class 6 contains 29503 members 
Mstep: Class 9 contains 23086 members 
Mstep: Class 11 contains 18020 members 
Mstep: Class 14 contains 86075 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 1220 members 
Mstep: Class 17 contains 16602 members 
Mstep: Class 19 contains 220517 members 
Mstep: Class 20 contains 16602 members 
Mstep: Class 21 contains 17269 members 
Mstep: Class 22 contains 195076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69981432.000000 Penalty: 49969.234375
Iteration 15Q: 16 clusters Score -6.998143e+07 nChanged 15978
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 7754 members 
Mstep: Class 5 contains 44532 members 
Mstep: Class 6 contains 29854 members 
Mstep: Class 9 contains 23028 members 
Mstep: Class 11 contains 18881 members 
Mstep: Class 14 contains 91395 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 1203 members 
Mstep: Class 17 contains 17244 members 
Mstep: Class 19 contains 216202 members 
Mstep: Class 20 contains 16737 members 
Mstep: Class 21 contains 17415 members 
Mstep: Class 22 contains 191410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69986144.000000 Penalty: 49969.234375
Iteration 16Q: 16 clusters Score -6.998614e+07 nChanged 14828
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 7991 members 
Mstep: Class 5 contains 44851 members 
Mstep: Class 6 contains 30168 members 
Mstep: Class 9 contains 22927 members 
Mstep: Class 11 contains 19657 members 
Mstep: Class 14 contains 96556 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 1193 members 
Mstep: Class 17 contains 17886 members 
Mstep: Class 19 contains 212480 members 
Mstep: Class 20 contains 16877 members 
Mstep: Class 21 contains 17535 members 
Mstep: Class 22 contains 187654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69990392.000000 Penalty: 49969.234375
Iteration 17Q: 16 clusters Score -6.999039e+07 nChanged 13957
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 8222 members 
Mstep: Class 5 contains 45033 members 
Mstep: Class 6 contains 30531 members 
Mstep: Class 9 contains 22764 members 
Mstep: Class 11 contains 20450 members 
Mstep: Class 14 contains 101675 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 18525 members 
Mstep: Class 19 contains 209316 members 
Mstep: Class 20 contains 16977 members 
Mstep: Class 21 contains 17656 members 
Mstep: Class 22 contains 183532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69994592.000000 Penalty: 49969.234375
Iteration 18Q: 16 clusters Score -6.999459e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 8447 members 
Mstep: Class 5 contains 45045 members 
Mstep: Class 6 contains 30869 members 
Mstep: Class 9 contains 22574 members 
Mstep: Class 11 contains 21301 members 
Mstep: Class 14 contains 106931 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 19202 members 
Mstep: Class 19 contains 206678 members 
Mstep: Class 20 contains 17035 members 
Mstep: Class 21 contains 17766 members 
Mstep: Class 22 contains 178911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69998480.000000 Penalty: 49969.234375
Iteration 19Q: 16 clusters Score -6.999848e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 8663 members 
Mstep: Class 5 contains 44882 members 
Mstep: Class 6 contains 31158 members 
Mstep: Class 9 contains 22340 members 
Mstep: Class 11 contains 22155 members 
Mstep: Class 14 contains 112125 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 19827 members 
Mstep: Class 19 contains 204555 members 
Mstep: Class 20 contains 17064 members 
Mstep: Class 21 contains 17878 members 
Mstep: Class 22 contains 174147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70003128.000000 Penalty: 49969.234375
Iteration 20F: 16 clusters Score -7.000313e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 8861 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 31361 members 
Mstep: Class 9 contains 22089 members 
Mstep: Class 11 contains 23042 members 
Mstep: Class 14 contains 117402 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1157 members 
Mstep: Class 17 contains 20439 members 
Mstep: Class 19 contains 202753 members 
Mstep: Class 20 contains 17092 members 
Mstep: Class 21 contains 17963 members 
Mstep: Class 22 contains 169381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70007040.000000 Penalty: 49969.234375
Iteration 21Q: 16 clusters Score -7.000704e+07 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 43694 members 
Mstep: Class 6 contains 31557 members 
Mstep: Class 9 contains 21846 members 
Mstep: Class 11 contains 23942 members 
Mstep: Class 14 contains 122627 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 20922 members 
Mstep: Class 19 contains 201224 members 
Mstep: Class 20 contains 17112 members 
Mstep: Class 21 contains 18041 members 
Mstep: Class 22 contains 164750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70011264.000000 Penalty: 49969.234375
Iteration 22Q: 16 clusters Score -7.001126e+07 nChanged 11710
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 9227 members 
Mstep: Class 5 contains 42742 members 
Mstep: Class 6 contains 31693 members 
Mstep: Class 9 contains 21622 members 
Mstep: Class 11 contains 24819 members 
Mstep: Class 14 contains 127848 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 21347 members 
Mstep: Class 19 contains 199931 members 
Mstep: Class 20 contains 17102 members 
Mstep: Class 21 contains 18110 members 
Mstep: Class 22 contains 160327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70014520.000000 Penalty: 49969.234375
Iteration 23Q: 16 clusters Score -7.001452e+07 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 3 contains 1884 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 41699 members 
Mstep: Class 6 contains 31792 members 
Mstep: Class 9 contains 21349 members 
Mstep: Class 11 contains 25680 members 
Mstep: Class 14 contains 133175 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 21739 members 
Mstep: Class 19 contains 198803 members 
Mstep: Class 20 contains 17040 members 
Mstep: Class 21 contains 18207 members 
Mstep: Class 22 contains 155876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70017320.000000 Penalty: 49969.234375
Iteration 24Q: 16 clusters Score -7.001732e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 40654 members 
Mstep: Class 6 contains 31861 members 
Mstep: Class 9 contains 21039 members 
Mstep: Class 11 contains 26506 members 
Mstep: Class 14 contains 138357 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 22156 members 
Mstep: Class 19 contains 197871 members 
Mstep: Class 20 contains 16947 members 
Mstep: Class 21 contains 18268 members 
Mstep: Class 22 contains 151519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70019488.000000 Penalty: 49969.234375
Iteration 25Q: 16 clusters Score -7.001949e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 3 contains 1886 members 
Mstep: Class 4 contains 9670 members 
Mstep: Class 5 contains 39550 members 
Mstep: Class 6 contains 31936 members 
Mstep: Class 9 contains 20717 members 
Mstep: Class 11 contains 27375 members 
Mstep: Class 14 contains 143593 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 22572 members 
Mstep: Class 19 contains 196776 members 
Mstep: Class 20 contains 16858 members 
Mstep: Class 21 contains 18351 members 
Mstep: Class 22 contains 147281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70021768.000000 Penalty: 49969.234375
Iteration 26Q: 16 clusters Score -7.002177e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 9776 members 
Mstep: Class 5 contains 38348 members 
Mstep: Class 6 contains 32006 members 
Mstep: Class 9 contains 20401 members 
Mstep: Class 11 contains 28236 members 
Mstep: Class 14 contains 148862 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 23017 members 
Mstep: Class 19 contains 195706 members 
Mstep: Class 20 contains 16762 members 
Mstep: Class 21 contains 18421 members 
Mstep: Class 22 contains 143115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70024056.000000 Penalty: 49969.234375
Iteration 27Q: 16 clusters Score -7.002406e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 9878 members 
Mstep: Class 5 contains 37105 members 
Mstep: Class 6 contains 32054 members 
Mstep: Class 9 contains 20074 members 
Mstep: Class 11 contains 29055 members 
Mstep: Class 14 contains 154226 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 23423 members 
Mstep: Class 19 contains 194303 members 
Mstep: Class 20 contains 16644 members 
Mstep: Class 21 contains 18488 members 
Mstep: Class 22 contains 139379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70026720.000000 Penalty: 49969.234375
Iteration 28Q: 16 clusters Score -7.002672e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 9979 members 
Mstep: Class 5 contains 35829 members 
Mstep: Class 6 contains 32051 members 
Mstep: Class 9 contains 19728 members 
Mstep: Class 11 contains 29830 members 
Mstep: Class 14 contains 159744 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 23792 members 
Mstep: Class 19 contains 192715 members 
Mstep: Class 20 contains 16508 members 
Mstep: Class 21 contains 18537 members 
Mstep: Class 22 contains 135875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70029456.000000 Penalty: 49969.234375
Iteration 29Q: 16 clusters Score -7.002946e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 10061 members 
Mstep: Class 5 contains 34538 members 
Mstep: Class 6 contains 32034 members 
Mstep: Class 9 contains 19431 members 
Mstep: Class 11 contains 30557 members 
Mstep: Class 14 contains 165099 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1138 members 
Mstep: Class 17 contains 24046 members 
Mstep: Class 19 contains 191090 members 
Mstep: Class 20 contains 16378 members 
Mstep: Class 21 contains 18597 members 
Mstep: Class 22 contains 132725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70031832.000000 Penalty: 49969.234375
Iteration 30Q: 16 clusters Score -7.003183e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 10110 members 
Mstep: Class 5 contains 33320 members 
Mstep: Class 6 contains 31996 members 
Mstep: Class 9 contains 19155 members 
Mstep: Class 11 contains 31211 members 
Mstep: Class 14 contains 170048 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 24286 members 
Mstep: Class 19 contains 189529 members 
Mstep: Class 20 contains 16258 members 
Mstep: Class 21 contains 18640 members 
Mstep: Class 22 contains 129970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70033616.000000 Penalty: 49969.234375
Iteration 31Q: 16 clusters Score -7.003362e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 10168 members 
Mstep: Class 5 contains 32133 members 
Mstep: Class 6 contains 31934 members 
Mstep: Class 9 contains 18893 members 
Mstep: Class 11 contains 31779 members 
Mstep: Class 14 contains 174924 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 24465 members 
Mstep: Class 19 contains 187922 members 
Mstep: Class 20 contains 16142 members 
Mstep: Class 21 contains 18685 members 
Mstep: Class 22 contains 127449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70035336.000000 Penalty: 49969.234375
Iteration 32Q: 16 clusters Score -7.003534e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 10263 members 
Mstep: Class 5 contains 30884 members 
Mstep: Class 6 contains 31841 members 
Mstep: Class 9 contains 18609 members 
Mstep: Class 11 contains 32345 members 
Mstep: Class 14 contains 179823 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 24620 members 
Mstep: Class 19 contains 186310 members 
Mstep: Class 20 contains 15999 members 
Mstep: Class 21 contains 18724 members 
Mstep: Class 22 contains 125040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70037104.000000 Penalty: 49969.234375
Iteration 33Q: 16 clusters Score -7.00371e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 29687 members 
Mstep: Class 6 contains 31779 members 
Mstep: Class 9 contains 18324 members 
Mstep: Class 11 contains 32851 members 
Mstep: Class 14 contains 184717 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 24765 members 
Mstep: Class 19 contains 184560 members 
Mstep: Class 20 contains 15844 members 
Mstep: Class 21 contains 18747 members 
Mstep: Class 22 contains 122766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70038120.000000 Penalty: 49969.234375
Iteration 34Q: 16 clusters Score -7.003812e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 28498 members 
Mstep: Class 6 contains 31723 members 
Mstep: Class 9 contains 18071 members 
Mstep: Class 11 contains 33325 members 
Mstep: Class 14 contains 189397 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 24885 members 
Mstep: Class 19 contains 182772 members 
Mstep: Class 20 contains 15699 members 
Mstep: Class 21 contains 18786 members 
Mstep: Class 22 contains 120753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70039456.000000 Penalty: 49969.234375
Iteration 35Q: 16 clusters Score -7.003946e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 10559 members 
Mstep: Class 5 contains 27317 members 
Mstep: Class 6 contains 31677 members 
Mstep: Class 9 contains 17796 members 
Mstep: Class 11 contains 33753 members 
Mstep: Class 14 contains 193863 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 24950 members 
Mstep: Class 19 contains 181026 members 
Mstep: Class 20 contains 15574 members 
Mstep: Class 21 contains 18821 members 
Mstep: Class 22 contains 119017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70040328.000000 Penalty: 49969.234375
Iteration 36Q: 16 clusters Score -7.004033e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 10627 members 
Mstep: Class 5 contains 26212 members 
Mstep: Class 6 contains 31594 members 
Mstep: Class 9 contains 17494 members 
Mstep: Class 11 contains 34133 members 
Mstep: Class 14 contains 197959 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25008 members 
Mstep: Class 19 contains 179443 members 
Mstep: Class 20 contains 15447 members 
Mstep: Class 21 contains 18871 members 
Mstep: Class 22 contains 117525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70041512.000000 Penalty: 49969.234375
Iteration 37Q: 16 clusters Score -7.004151e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 25078 members 
Mstep: Class 6 contains 31527 members 
Mstep: Class 9 contains 17183 members 
Mstep: Class 11 contains 34482 members 
Mstep: Class 14 contains 201964 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25026 members 
Mstep: Class 19 contains 177868 members 
Mstep: Class 20 contains 15320 members 
Mstep: Class 21 contains 18933 members 
Mstep: Class 22 contains 116190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70041864.000000 Penalty: 49969.234375
Iteration 38Q: 16 clusters Score -7.004186e+07 nChanged 8079
Entering ConstructFrom: 
Score: -70041864.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -378714.406250 Penalty: 2043.615479
	Iteration 0F: 2 clusters Score -378714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -375021.281250 Penalty: 4087.230957
	Iteration 0F: 3 clusters Score -375021.3 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -375864.843750 Penalty: 4087.230957
	Iteration 1F: 3 clusters Score -375864.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -376110.406250 Penalty: 4087.230957
	Iteration 2F: 3 clusters Score -376110.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -376300.968750 Penalty: 4087.230957
	Iteration 3F: 3 clusters Score -376301 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -376465.468750 Penalty: 4087.230957
	Iteration 4F: 3 clusters Score -376465.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -376607.468750 Penalty: 4087.230957
	Iteration 5Q: 3 clusters Score -376607.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -376735.250000 Penalty: 4087.230957
	Iteration 6Q: 3 clusters Score -376735.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -376838.812500 Penalty: 4087.230957
	Iteration 7Q: 3 clusters Score -376838.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -376923.375000 Penalty: 4087.230957
	Iteration 8Q: 3 clusters Score -376923.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -377006.156250 Penalty: 4087.230957
	Iteration 9Q: 3 clusters Score -377006.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -377082.656250 Penalty: 4087.230957
	Iteration 10Q: 3 clusters Score -377082.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -377160.000000 Penalty: 4087.230957
	Iteration 11Q: 3 clusters Score -377160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -377217.562500 Penalty: 4087.230957
	Iteration 12Q: 3 clusters Score -377217.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -377277.593750 Penalty: 4087.230957
	Iteration 13Q: 3 clusters Score -377277.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -377324.562500 Penalty: 4087.230957
	Iteration 14Q: 3 clusters Score -377324.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -377370.968750 Penalty: 4087.230957
	Iteration 15Q: 3 clusters Score -377371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -377410.937500 Penalty: 4087.230957
	Iteration 16Q: 3 clusters Score -377410.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -377452.812500 Penalty: 4087.230957
	Iteration 17Q: 3 clusters Score -377452.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -377501.000000 Penalty: 4087.230957
	Iteration 18Q: 3 clusters Score -377501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -377560.062500 Penalty: 4087.230957
	Iteration 19Q: 3 clusters Score -377560.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -377635.406250 Penalty: 4087.230957
	Iteration 20F: 3 clusters Score -377635.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -377699.687500 Penalty: 4087.230957
	Iteration 21Q: 3 clusters Score -377699.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -377739.968750 Penalty: 4087.230957
	Iteration 22Q: 3 clusters Score -377740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -377770.062500 Penalty: 4087.230957
	Iteration 23Q: 3 clusters Score -377770.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -377794.218750 Penalty: 4087.230957
	Iteration 24Q: 3 clusters Score -377794.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -377811.656250 Penalty: 4087.230957
	Iteration 25Q: 3 clusters Score -377811.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -377819.406250 Penalty: 4087.230957
	Iteration 26Q: 3 clusters Score -377819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -377824.968750 Penalty: 4087.230957
	Iteration 27Q: 3 clusters Score -377825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -377827.031250 Penalty: 4087.230957
	Iteration 28Q: 3 clusters Score -377827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -377828.437500 Penalty: 4087.230957
	Iteration 29Q: 3 clusters Score -377828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -377829.406250 Penalty: 4087.230957
	Iteration 30Q: 3 clusters Score -377829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -377830.343750 Penalty: 4087.230957
	Iteration 31Q: 3 clusters Score -377830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -377830.750000 Penalty: 4087.230957
	Iteration 32Q: 3 clusters Score -377830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -377831.937500 Penalty: 4087.230957
	Iteration 33Q: 3 clusters Score -377831.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -377832.281250 Penalty: 4087.230957
	Iteration 34Q: 3 clusters Score -377832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -377833.187500 Penalty: 4087.230957
	Iteration 35Q: 3 clusters Score -377833.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -377833.812500 Penalty: 4087.230957
	Iteration 36Q: 3 clusters Score -377833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -377834.437500 Penalty: 4087.230957
	Iteration 37Q: 3 clusters Score -377834.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -377835.343750 Penalty: 4087.230957
	Iteration 38Q: 3 clusters Score -377835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -377835.656250 Penalty: 4087.230957
	Iteration 39Q: 3 clusters Score -377835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -377836.593750 Penalty: 4087.230957
	Iteration 40F: 3 clusters Score -377836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -170075.187500 Penalty: 1871.125488
	Iteration 0F: 2 clusters Score -170075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -167584.187500 Penalty: 3742.250977
	Iteration 0F: 3 clusters Score -167584.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -168477.484375 Penalty: 3742.250977
	Iteration 1F: 3 clusters Score -168477.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -169380.703125 Penalty: 3742.250977
	Iteration 2F: 3 clusters Score -169380.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -169843.250000 Penalty: 3742.250977
	Iteration 3F: 3 clusters Score -169843.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -170222.921875 Penalty: 3742.250977
	Iteration 4F: 3 clusters Score -170222.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -170430.812500 Penalty: 3742.250977
	Iteration 5F: 3 clusters Score -170430.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -170550.093750 Penalty: 3742.250977
	Iteration 6Q: 3 clusters Score -170550.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -170626.031250 Penalty: 3742.250977
	Iteration 7Q: 3 clusters Score -170626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -170682.859375 Penalty: 3742.250977
	Iteration 8Q: 3 clusters Score -170682.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -170721.140625 Penalty: 3742.250977
	Iteration 9Q: 3 clusters Score -170721.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -170778.937500 Penalty: 3742.250977
	Iteration 10Q: 3 clusters Score -170778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -170881.968750 Penalty: 3742.250977
	Iteration 11Q: 3 clusters Score -170882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -171001.859375 Penalty: 3742.250977
	Iteration 12Q: 3 clusters Score -171001.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -171060.500000 Penalty: 3742.250977
	Iteration 13Q: 3 clusters Score -171060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -171075.171875 Penalty: 3742.250977
	Iteration 14Q: 3 clusters Score -171075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -171080.390625 Penalty: 3742.250977
	Iteration 15Q: 3 clusters Score -171080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -171081.875000 Penalty: 3742.250977
	Iteration 16Q: 3 clusters Score -171081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -171082.750000 Penalty: 3742.250977
	Iteration 17Q: 3 clusters Score -171082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -171084.109375 Penalty: 3742.250977
	Iteration 18Q: 3 clusters Score -171084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -171084.781250 Penalty: 3742.250977
	Iteration 19Q: 3 clusters Score -171084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -171084.781250 Penalty: 3742.250977
	Iteration 20F: 3 clusters Score -171084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 403 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 24127 members 
Mstep: Class 6 contains 31479 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 11 contains 34852 members 
Mstep: Class 14 contains 205873 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 19 contains 176031 members 
Mstep: Class 20 contains 15192 members 
Mstep: Class 21 contains 18983 members 
Mstep: Class 22 contains 115014 members 
Entering Unmasked Estep 
Score: -70039816.000000 Penalty: 53300.515625
Splitting cluster 3 changes total score from -70041864.000000 to -70039816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (10852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Entering Unmasked Estep 
Score: -1138673.125000 Penalty: 2304.441895
	Iteration 0F: 2 clusters Score -1138673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1130416.000000 Penalty: 4608.883789
	Iteration 0F: 3 clusters Score -1130416 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1132859.875000 Penalty: 4608.883789
	Iteration 1F: 3 clusters Score -1132860 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1133147.250000 Penalty: 4608.883789
	Iteration 2F: 3 clusters Score -1133147 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1133332.750000 Penalty: 4608.883789
	Iteration 3Q: 3 clusters Score -1133333 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1133460.750000 Penalty: 4608.883789
	Iteration 4Q: 3 clusters Score -1133461 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1133591.125000 Penalty: 4608.883789
	Iteration 5Q: 3 clusters Score -1133591 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1133708.500000 Penalty: 4608.883789
	Iteration 6Q: 3 clusters Score -1133708 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1133821.000000 Penalty: 4608.883789
	Iteration 7Q: 3 clusters Score -1133821 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1133956.250000 Penalty: 4608.883789
	Iteration 8Q: 3 clusters Score -1133956 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1134105.125000 Penalty: 4608.883789
	Iteration 9Q: 3 clusters Score -1134105 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1134261.625000 Penalty: 4608.883789
	Iteration 10Q: 3 clusters Score -1134262 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1134445.875000 Penalty: 4608.883789
	Iteration 11Q: 3 clusters Score -1134446 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1134649.750000 Penalty: 4608.883789
	Iteration 12Q: 3 clusters Score -1134650 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1134913.000000 Penalty: 4608.883789
	Iteration 13Q: 3 clusters Score -1134913 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1135207.875000 Penalty: 4608.883789
	Iteration 14Q: 3 clusters Score -1135208 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1135530.375000 Penalty: 4608.883789
	Iteration 15Q: 3 clusters Score -1135530 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1135831.250000 Penalty: 4608.883789
	Iteration 16Q: 3 clusters Score -1135831 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1136059.625000 Penalty: 4608.883789
	Iteration 17Q: 3 clusters Score -1136060 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1136257.750000 Penalty: 4608.883789
	Iteration 18Q: 3 clusters Score -1136258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1136384.000000 Penalty: 4608.883789
	Iteration 19Q: 3 clusters Score -1136384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1136463.375000 Penalty: 4608.883789
	Iteration 20F: 3 clusters Score -1136463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1136520.375000 Penalty: 4608.883789
	Iteration 21Q: 3 clusters Score -1136520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1136559.875000 Penalty: 4608.883789
	Iteration 22Q: 3 clusters Score -1136560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1136588.500000 Penalty: 4608.883789
	Iteration 23Q: 3 clusters Score -1136588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1136615.375000 Penalty: 4608.883789
	Iteration 24Q: 3 clusters Score -1136615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1136631.875000 Penalty: 4608.883789
	Iteration 25Q: 3 clusters Score -1136632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1136651.750000 Penalty: 4608.883789
	Iteration 26Q: 3 clusters Score -1136652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1136668.250000 Penalty: 4608.883789
	Iteration 27Q: 3 clusters Score -1136668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1136678.125000 Penalty: 4608.883789
	Iteration 28Q: 3 clusters Score -1136678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1136683.375000 Penalty: 4608.883789
	Iteration 29Q: 3 clusters Score -1136683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1136684.375000 Penalty: 4608.883789
	Iteration 30Q: 3 clusters Score -1136684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1136686.250000 Penalty: 4608.883789
	Iteration 31Q: 3 clusters Score -1136686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1136689.125000 Penalty: 4608.883789
	Iteration 32Q: 3 clusters Score -1136689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1136695.375000 Penalty: 4608.883789
	Iteration 33Q: 3 clusters Score -1136695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1136698.125000 Penalty: 4608.883789
	Iteration 34Q: 3 clusters Score -1136698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1136698.375000 Penalty: 4608.883789
	Iteration 35Q: 3 clusters Score -1136698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1136698.375000 Penalty: 4608.883789
	Iteration 36F: 3 clusters Score -1136698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Entering Unmasked Estep 
Score: -2581739.500000 Penalty: 2502.589355
	Iteration 0F: 2 clusters Score -2581740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2565002.500000 Penalty: 5005.178711
	Iteration 0F: 3 clusters Score -2565002 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2570656.500000 Penalty: 5005.178711
	Iteration 1F: 3 clusters Score -2570656 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2571077.000000 Penalty: 5005.178711
	Iteration 2F: 3 clusters Score -2571077 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2571443.000000 Penalty: 5005.178711
	Iteration 3Q: 3 clusters Score -2571443 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2571789.500000 Penalty: 5005.178711
	Iteration 4Q: 3 clusters Score -2571790 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2572260.750000 Penalty: 5005.178711
	Iteration 5Q: 3 clusters Score -2572261 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2572881.000000 Penalty: 5005.178711
	Iteration 6Q: 3 clusters Score -2572881 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2573701.000000 Penalty: 5005.178711
	Iteration 7F: 3 clusters Score -2573701 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2574856.750000 Penalty: 5005.178711
	Iteration 8F: 3 clusters Score -2574857 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2576254.750000 Penalty: 5005.178711
	Iteration 9F: 3 clusters Score -2576255 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2577630.000000 Penalty: 5005.178711
	Iteration 10F: 3 clusters Score -2577630 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2578551.750000 Penalty: 5005.178711
	Iteration 11Q: 3 clusters Score -2578552 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2579036.750000 Penalty: 5005.178711
	Iteration 12Q: 3 clusters Score -2579037 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2579244.000000 Penalty: 5005.178711
	Iteration 13Q: 3 clusters Score -2579244 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2579368.000000 Penalty: 5005.178711
	Iteration 14Q: 3 clusters Score -2579368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2579403.750000 Penalty: 5005.178711
	Iteration 15Q: 3 clusters Score -2579404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2579437.750000 Penalty: 5005.178711
	Iteration 16Q: 3 clusters Score -2579438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2579450.000000 Penalty: 5005.178711
	Iteration 17Q: 3 clusters Score -2579450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2579466.750000 Penalty: 5005.178711
	Iteration 18Q: 3 clusters Score -2579467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2579478.500000 Penalty: 5005.178711
	Iteration 19Q: 3 clusters Score -2579478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2579491.750000 Penalty: 5005.178711
	Iteration 20F: 3 clusters Score -2579492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2579495.250000 Penalty: 5005.178711
	Iteration 21Q: 3 clusters Score -2579495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2579505.000000 Penalty: 5005.178711
	Iteration 22Q: 3 clusters Score -2579505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2579514.000000 Penalty: 5005.178711
	Iteration 23Q: 3 clusters Score -2579514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2579517.500000 Penalty: 5005.178711
	Iteration 24Q: 3 clusters Score -2579518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2579516.250000 Penalty: 5005.178711
	Iteration 25Q: 3 clusters Score -2579516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2579516.250000 Penalty: 5005.178711
	Iteration 26F: 3 clusters Score -2579516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Entering Unmasked Estep 
Score: -3297375.000000 Penalty: 2568.554688
	Iteration 0F: 2 clusters Score -3297375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3275991.500000 Penalty: 5137.109375
	Iteration 0F: 3 clusters Score -3275992 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3283617.250000 Penalty: 5137.109375
	Iteration 1F: 3 clusters Score -3283617 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3284130.000000 Penalty: 5137.109375
	Iteration 2Q: 3 clusters Score -3284130 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3284676.000000 Penalty: 5137.109375
	Iteration 3Q: 3 clusters Score -3284676 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -3285334.500000 Penalty: 5137.109375
	Iteration 4Q: 3 clusters Score -3285334 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3286138.500000 Penalty: 5137.109375
	Iteration 5F: 3 clusters Score -3286138 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3287208.750000 Penalty: 5137.109375
	Iteration 6F: 3 clusters Score -3287209 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3288376.250000 Penalty: 5137.109375
	Iteration 7F: 3 clusters Score -3288376 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3289420.000000 Penalty: 5137.109375
	Iteration 8F: 3 clusters Score -3289420 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3290321.500000 Penalty: 5137.109375
	Iteration 9F: 3 clusters Score -3290322 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3291006.750000 Penalty: 5137.109375
	Iteration 10Q: 3 clusters Score -3291007 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3291473.500000 Penalty: 5137.109375
	Iteration 11Q: 3 clusters Score -3291474 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3291863.750000 Penalty: 5137.109375
	Iteration 12Q: 3 clusters Score -3291864 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3292203.750000 Penalty: 5137.109375
	Iteration 13Q: 3 clusters Score -3292204 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3292501.000000 Penalty: 5137.109375
	Iteration 14Q: 3 clusters Score -3292501 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -3292870.750000 Penalty: 5137.109375
	Iteration 15Q: 3 clusters Score -3292871 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3293325.750000 Penalty: 5137.109375
	Iteration 16Q: 3 clusters Score -3293326 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3293896.000000 Penalty: 5137.109375
	Iteration 17Q: 3 clusters Score -3293896 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3294475.750000 Penalty: 5137.109375
	Iteration 18Q: 3 clusters Score -3294476 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3294885.500000 Penalty: 5137.109375
	Iteration 19Q: 3 clusters Score -3294886 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3295082.250000 Penalty: 5137.109375
	Iteration 20F: 3 clusters Score -3295082 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3295195.500000 Penalty: 5137.109375
	Iteration 21Q: 3 clusters Score -3295196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3295276.750000 Penalty: 5137.109375
	Iteration 22Q: 3 clusters Score -3295277 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3295325.500000 Penalty: 5137.109375
	Iteration 23Q: 3 clusters Score -3295326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3295343.250000 Penalty: 5137.109375
	Iteration 24Q: 3 clusters Score -3295343 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3295375.500000 Penalty: 5137.109375
	Iteration 25Q: 3 clusters Score -3295376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3295394.500000 Penalty: 5137.109375
	Iteration 26Q: 3 clusters Score -3295394 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3295431.000000 Penalty: 5137.109375
	Iteration 27Q: 3 clusters Score -3295431 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3295447.750000 Penalty: 5137.109375
	Iteration 28Q: 3 clusters Score -3295448 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3295445.000000 Penalty: 5137.109375
	Iteration 29Q: 3 clusters Score -3295445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3295455.500000 Penalty: 5137.109375
	Iteration 30Q: 3 clusters Score -3295456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3295465.000000 Penalty: 5137.109375
	Iteration 31Q: 3 clusters Score -3295465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3295475.250000 Penalty: 5137.109375
	Iteration 32Q: 3 clusters Score -3295475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3295484.500000 Penalty: 5137.109375
	Iteration 33Q: 3 clusters Score -3295484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3295495.750000 Penalty: 5137.109375
	Iteration 34Q: 3 clusters Score -3295496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3295496.500000 Penalty: 5137.109375
	Iteration 35Q: 3 clusters Score -3295496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3295498.000000 Penalty: 5137.109375
	Iteration 36Q: 3 clusters Score -3295498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3295503.000000 Penalty: 5137.109375
	Iteration 37Q: 3 clusters Score -3295503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3295508.250000 Penalty: 5137.109375
	Iteration 38Q: 3 clusters Score -3295508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3295510.500000 Penalty: 5137.109375
	Iteration 39Q: 3 clusters Score -3295510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3295515.250000 Penalty: 5137.109375
	Iteration 40F: 3 clusters Score -3295515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3295516.000000 Penalty: 5137.109375
	Iteration 41Q: 3 clusters Score -3295516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3295515.250000 Penalty: 5137.109375
	Iteration 42Q: 3 clusters Score -3295515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3295521.250000 Penalty: 5137.109375
	Iteration 43Q: 3 clusters Score -3295521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -3295516.000000 Penalty: 5137.109375
	Iteration 44Q: 3 clusters Score -3295516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3295514.000000 Penalty: 5137.109375
	Iteration 45Q: 3 clusters Score -3295514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3295512.750000 Penalty: 5137.109375
	Iteration 46Q: 3 clusters Score -3295513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3295516.250000 Penalty: 5137.109375
	Iteration 47Q: 3 clusters Score -3295516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3295514.250000 Penalty: 5137.109375
	Iteration 48Q: 3 clusters Score -3295514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3295514.250000 Penalty: 5137.109375
	Iteration 49Q: 3 clusters Score -3295514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3295514.750000 Penalty: 5137.109375
	Iteration 50Q: 3 clusters Score -3295515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3295515.000000 Penalty: 5137.109375
	Iteration 51Q: 3 clusters Score -3295515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3295515.000000 Penalty: 5137.109375
	Iteration 52F: 3 clusters Score -3295515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Entering Unmasked Estep 
Score: -1749650.250000 Penalty: 2413.988770
	Iteration 0F: 2 clusters Score -1749650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1737533.375000 Penalty: 4827.977539
	Iteration 0F: 3 clusters Score -1737533 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1741448.625000 Penalty: 4827.977539
	Iteration 1F: 3 clusters Score -1741449 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1741825.500000 Penalty: 4827.977539
	Iteration 2F: 3 clusters Score -1741826 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1742132.125000 Penalty: 4827.977539
	Iteration 3Q: 3 clusters Score -1742132 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1742381.875000 Penalty: 4827.977539
	Iteration 4Q: 3 clusters Score -1742382 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1742606.875000 Penalty: 4827.977539
	Iteration 5Q: 3 clusters Score -1742607 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1742853.000000 Penalty: 4827.977539
	Iteration 6Q: 3 clusters Score -1742853 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1743101.750000 Penalty: 4827.977539
	Iteration 7Q: 3 clusters Score -1743102 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1743388.000000 Penalty: 4827.977539
	Iteration 8Q: 3 clusters Score -1743388 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1743758.000000 Penalty: 4827.977539
	Iteration 9Q: 3 clusters Score -1743758 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1744222.875000 Penalty: 4827.977539
	Iteration 10Q: 3 clusters Score -1744223 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1744743.250000 Penalty: 4827.977539
	Iteration 11Q: 3 clusters Score -1744743 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1745335.750000 Penalty: 4827.977539
	Iteration 12Q: 3 clusters Score -1745336 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1745802.750000 Penalty: 4827.977539
	Iteration 13Q: 3 clusters Score -1745803 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1746208.250000 Penalty: 4827.977539
	Iteration 14Q: 3 clusters Score -1746208 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1746531.500000 Penalty: 4827.977539
	Iteration 15Q: 3 clusters Score -1746532 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1746838.625000 Penalty: 4827.977539
	Iteration 16Q: 3 clusters Score -1746839 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1747080.375000 Penalty: 4827.977539
	Iteration 17Q: 3 clusters Score -1747080 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1747251.500000 Penalty: 4827.977539
	Iteration 18Q: 3 clusters Score -1747252 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1747378.500000 Penalty: 4827.977539
	Iteration 19Q: 3 clusters Score -1747378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1747464.000000 Penalty: 4827.977539
	Iteration 20F: 3 clusters Score -1747464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1747523.875000 Penalty: 4827.977539
	Iteration 21Q: 3 clusters Score -1747524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1747574.000000 Penalty: 4827.977539
	Iteration 22Q: 3 clusters Score -1747574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1747628.625000 Penalty: 4827.977539
	Iteration 23Q: 3 clusters Score -1747629 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1747666.250000 Penalty: 4827.977539
	Iteration 24Q: 3 clusters Score -1747666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1747702.125000 Penalty: 4827.977539
	Iteration 25Q: 3 clusters Score -1747702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1747729.875000 Penalty: 4827.977539
	Iteration 26Q: 3 clusters Score -1747730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1747757.375000 Penalty: 4827.977539
	Iteration 27Q: 3 clusters Score -1747757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1747785.250000 Penalty: 4827.977539
	Iteration 28Q: 3 clusters Score -1747785 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1747796.625000 Penalty: 4827.977539
	Iteration 29Q: 3 clusters Score -1747797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1747810.625000 Penalty: 4827.977539
	Iteration 30Q: 3 clusters Score -1747811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1747818.125000 Penalty: 4827.977539
	Iteration 31Q: 3 clusters Score -1747818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1747826.125000 Penalty: 4827.977539
	Iteration 32Q: 3 clusters Score -1747826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1747835.125000 Penalty: 4827.977539
	Iteration 33Q: 3 clusters Score -1747835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1747845.500000 Penalty: 4827.977539
	Iteration 34Q: 3 clusters Score -1747846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1747860.750000 Penalty: 4827.977539
	Iteration 35Q: 3 clusters Score -1747861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1747869.125000 Penalty: 4827.977539
	Iteration 36Q: 3 clusters Score -1747869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1747874.500000 Penalty: 4827.977539
	Iteration 37Q: 3 clusters Score -1747874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1747883.125000 Penalty: 4827.977539
	Iteration 38Q: 3 clusters Score -1747883 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1747895.500000 Penalty: 4827.977539
	Iteration 39Q: 3 clusters Score -1747896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1747901.875000 Penalty: 4827.977539
	Iteration 40F: 3 clusters Score -1747902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1747910.375000 Penalty: 4827.977539
	Iteration 41Q: 3 clusters Score -1747910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1747913.250000 Penalty: 4827.977539
	Iteration 42Q: 3 clusters Score -1747913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1747918.500000 Penalty: 4827.977539
	Iteration 43Q: 3 clusters Score -1747918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1747923.250000 Penalty: 4827.977539
	Iteration 44Q: 3 clusters Score -1747923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1747928.000000 Penalty: 4827.977539
	Iteration 45Q: 3 clusters Score -1747928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1747941.625000 Penalty: 4827.977539
	Iteration 46Q: 3 clusters Score -1747942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1747950.250000 Penalty: 4827.977539
	Iteration 47Q: 3 clusters Score -1747950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1747954.500000 Penalty: 4827.977539
	Iteration 48Q: 3 clusters Score -1747954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1747960.250000 Penalty: 4827.977539
	Iteration 49Q: 3 clusters Score -1747960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1747962.375000 Penalty: 4827.977539
	Iteration 50Q: 3 clusters Score -1747962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1747966.375000 Penalty: 4827.977539
	Iteration 51Q: 3 clusters Score -1747966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1747970.625000 Penalty: 4827.977539
	Iteration 52Q: 3 clusters Score -1747971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -1747971.250000 Penalty: 4827.977539
	Iteration 53Q: 3 clusters Score -1747971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1747969.250000 Penalty: 4827.977539
	Iteration 54Q: 3 clusters Score -1747969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1747971.000000 Penalty: 4827.977539
	Iteration 55Q: 3 clusters Score -1747971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1747974.000000 Penalty: 4827.977539
	Iteration 56Q: 3 clusters Score -1747974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1747976.625000 Penalty: 4827.977539
	Iteration 57Q: 3 clusters Score -1747977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1747979.625000 Penalty: 4827.977539
	Iteration 58Q: 3 clusters Score -1747980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1747981.500000 Penalty: 4827.977539
	Iteration 59Q: 3 clusters Score -1747982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1747981.500000 Penalty: 4827.977539
	Iteration 60F: 3 clusters Score -1747982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1747981.375000 Penalty: 4827.977539
	Iteration 61Q: 3 clusters Score -1747981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1747980.750000 Penalty: 4827.977539
	Iteration 62Q: 3 clusters Score -1747981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1747983.125000 Penalty: 4827.977539
	Iteration 63Q: 3 clusters Score -1747983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1747985.375000 Penalty: 4827.977539
	Iteration 64Q: 3 clusters Score -1747985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1747985.375000 Penalty: 4827.977539
	Iteration 65F: 3 clusters Score -1747985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Entering Unmasked Estep 
Score: -3698622.000000 Penalty: 2593.798828
	Iteration 0F: 2 clusters Score -3698622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3675010.250000 Penalty: 5187.597656
	Iteration 0F: 3 clusters Score -3675010 nChanged 15687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3683500.000000 Penalty: 5187.597656
	Iteration 1F: 3 clusters Score -3683500 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3684040.000000 Penalty: 5187.597656
	Iteration 2Q: 3 clusters Score -3684040 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3684553.750000 Penalty: 5187.597656
	Iteration 3Q: 3 clusters Score -3684554 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3685080.000000 Penalty: 5187.597656
	Iteration 4Q: 3 clusters Score -3685080 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3685754.250000 Penalty: 5187.597656
	Iteration 5Q: 3 clusters Score -3685754 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3686672.000000 Penalty: 5187.597656
	Iteration 6Q: 3 clusters Score -3686672 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3687898.500000 Penalty: 5187.597656
	Iteration 7F: 3 clusters Score -3687898 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3689589.000000 Penalty: 5187.597656
	Iteration 8F: 3 clusters Score -3689589 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3691488.250000 Penalty: 5187.597656
	Iteration 9F: 3 clusters Score -3691488 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3693132.000000 Penalty: 5187.597656
	Iteration 10F: 3 clusters Score -3693132 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3694079.750000 Penalty: 5187.597656
	Iteration 11Q: 3 clusters Score -3694080 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -3694619.250000 Penalty: 5187.597656
	Iteration 12Q: 3 clusters Score -3694619 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3694915.250000 Penalty: 5187.597656
	Iteration 13Q: 3 clusters Score -3694915 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3695110.750000 Penalty: 5187.597656
	Iteration 14Q: 3 clusters Score -3695111 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3695223.250000 Penalty: 5187.597656
	Iteration 15Q: 3 clusters Score -3695223 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3695290.750000 Penalty: 5187.597656
	Iteration 16Q: 3 clusters Score -3695291 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3695339.750000 Penalty: 5187.597656
	Iteration 17Q: 3 clusters Score -3695340 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3695390.750000 Penalty: 5187.597656
	Iteration 18Q: 3 clusters Score -3695391 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3695433.000000 Penalty: 5187.597656
	Iteration 19Q: 3 clusters Score -3695433 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3695456.750000 Penalty: 5187.597656
	Iteration 20F: 3 clusters Score -3695457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3695465.000000 Penalty: 5187.597656
	Iteration 21Q: 3 clusters Score -3695465 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3695503.000000 Penalty: 5187.597656
	Iteration 22Q: 3 clusters Score -3695503 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3695514.250000 Penalty: 5187.597656
	Iteration 23Q: 3 clusters Score -3695514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -3695538.750000 Penalty: 5187.597656
	Iteration 24Q: 3 clusters Score -3695539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3695545.750000 Penalty: 5187.597656
	Iteration 25Q: 3 clusters Score -3695546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3695569.000000 Penalty: 5187.597656
	Iteration 26Q: 3 clusters Score -3695569 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3695563.750000 Penalty: 5187.597656
	Iteration 27Q: 3 clusters Score -3695564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3695577.000000 Penalty: 5187.597656
	Iteration 28Q: 3 clusters Score -3695577 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -3695574.000000 Penalty: 5187.597656
	Iteration 29Q: 3 clusters Score -3695574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3695570.250000 Penalty: 5187.597656
	Iteration 30Q: 3 clusters Score -3695570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3695572.500000 Penalty: 5187.597656
	Iteration 31Q: 3 clusters Score -3695572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3695578.000000 Penalty: 5187.597656
	Iteration 32Q: 3 clusters Score -3695578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3695589.000000 Penalty: 5187.597656
	Iteration 33Q: 3 clusters Score -3695589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3695589.000000 Penalty: 5187.597656
	Iteration 34Q: 3 clusters Score -3695589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3695593.000000 Penalty: 5187.597656
	Iteration 35Q: 3 clusters Score -3695593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3695588.750000 Penalty: 5187.597656
	Iteration 36Q: 3 clusters Score -3695589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3695582.500000 Penalty: 5187.597656
	Iteration 37Q: 3 clusters Score -3695582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3695585.250000 Penalty: 5187.597656
	Iteration 38Q: 3 clusters Score -3695585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3695584.750000 Penalty: 5187.597656
	Iteration 39Q: 3 clusters Score -3695585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3695588.000000 Penalty: 5187.597656
	Iteration 40F: 3 clusters Score -3695588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3695584.000000 Penalty: 5187.597656
	Iteration 41Q: 3 clusters Score -3695584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -3695583.250000 Penalty: 5187.597656
	Iteration 42Q: 3 clusters Score -3695583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3695582.000000 Penalty: 5187.597656
	Iteration 43Q: 3 clusters Score -3695582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3695581.500000 Penalty: 5187.597656
	Iteration 44Q: 3 clusters Score -3695582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3695586.250000 Penalty: 5187.597656
	Iteration 45Q: 3 clusters Score -3695586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3695582.500000 Penalty: 5187.597656
	Iteration 46Q: 3 clusters Score -3695582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3695578.500000 Penalty: 5187.597656
	Iteration 47Q: 3 clusters Score -3695578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3695575.750000 Penalty: 5187.597656
	Iteration 48Q: 3 clusters Score -3695576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -3695577.000000 Penalty: 5187.597656
	Iteration 49Q: 3 clusters Score -3695577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3695582.000000 Penalty: 5187.597656
	Iteration 50Q: 3 clusters Score -3695582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3695584.500000 Penalty: 5187.597656
	Iteration 51Q: 3 clusters Score -3695584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3695585.000000 Penalty: 5187.597656
	Iteration 52Q: 3 clusters Score -3695585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3695585.750000 Penalty: 5187.597656
	Iteration 53Q: 3 clusters Score -3695586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3695585.750000 Penalty: 5187.597656
	Iteration 54F: 3 clusters Score -3695586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (205873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205873 members 
Entering Unmasked Estep 
Score: -21499456.000000 Penalty: 3034.283691
	Iteration 0F: 2 clusters Score -2.149946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102725 members 
Mstep: Class 2 contains 103148 members 
Entering Unmasked Estep 
Score: -21366244.000000 Penalty: 6068.567383
	Iteration 0F: 3 clusters Score -2.136624e+07 nChanged 99174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -21424268.000000 Penalty: 6068.567383
	Iteration 1F: 3 clusters Score -2.142427e+07 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -21425578.000000 Penalty: 6068.567383
	Iteration 2Q: 3 clusters Score -2.142558e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -21427930.000000 Penalty: 6068.567383
	Iteration 3Q: 3 clusters Score -2.142793e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 119992 members 
Entering Unmasked Estep 
Score: -21431644.000000 Penalty: 6068.567383
	Iteration 4Q: 3 clusters Score -2.143164e+07 nChanged 11937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -21438490.000000 Penalty: 6068.567383
	Iteration 5F: 3 clusters Score -2.143849e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 140099 members 
Entering Unmasked Estep 
Score: -21449686.000000 Penalty: 6068.567383
	Iteration 6F: 3 clusters Score -2.144969e+07 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 152377 members 
Entering Unmasked Estep 
Score: -21463294.000000 Penalty: 6068.567383
	Iteration 7F: 3 clusters Score -2.146329e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 161832 members 
Entering Unmasked Estep 
Score: -21476440.000000 Penalty: 6068.567383
	Iteration 8F: 3 clusters Score -2.147644e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 166943 members 
Entering Unmasked Estep 
Score: -21484840.000000 Penalty: 6068.567383
	Iteration 9Q: 3 clusters Score -2.148484e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -21488574.000000 Penalty: 6068.567383
	Iteration 10Q: 3 clusters Score -2.148857e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 171380 members 
Entering Unmasked Estep 
Score: -21490228.000000 Penalty: 6068.567383
	Iteration 11Q: 3 clusters Score -2.149023e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 172878 members 
Entering Unmasked Estep 
Score: -21491434.000000 Penalty: 6068.567383
	Iteration 12Q: 3 clusters Score -2.149143e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 174167 members 
Entering Unmasked Estep 
Score: -21492302.000000 Penalty: 6068.567383
	Iteration 13Q: 3 clusters Score -2.14923e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 175261 members 
Entering Unmasked Estep 
Score: -21492800.000000 Penalty: 6068.567383
	Iteration 14Q: 3 clusters Score -2.14928e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 176243 members 
Entering Unmasked Estep 
Score: -21493132.000000 Penalty: 6068.567383
	Iteration 15Q: 3 clusters Score -2.149313e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 177169 members 
Entering Unmasked Estep 
Score: -21493488.000000 Penalty: 6068.567383
	Iteration 16Q: 3 clusters Score -2.149349e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 178033 members 
Entering Unmasked Estep 
Score: -21493788.000000 Penalty: 6068.567383
	Iteration 17Q: 3 clusters Score -2.149379e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 178844 members 
Entering Unmasked Estep 
Score: -21494116.000000 Penalty: 6068.567383
	Iteration 18Q: 3 clusters Score -2.149412e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 179615 members 
Entering Unmasked Estep 
Score: -21494268.000000 Penalty: 6068.567383
	Iteration 19Q: 3 clusters Score -2.149427e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 180290 members 
Entering Unmasked Estep 
Score: -21494486.000000 Penalty: 6068.567383
	Iteration 20F: 3 clusters Score -2.149449e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 180892 members 
Entering Unmasked Estep 
Score: -21494612.000000 Penalty: 6068.567383
	Iteration 21Q: 3 clusters Score -2.149461e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 181490 members 
Entering Unmasked Estep 
Score: -21494766.000000 Penalty: 6068.567383
	Iteration 22Q: 3 clusters Score -2.149477e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 182085 members 
Entering Unmasked Estep 
Score: -21494924.000000 Penalty: 6068.567383
	Iteration 23Q: 3 clusters Score -2.149492e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 182637 members 
Entering Unmasked Estep 
Score: -21495088.000000 Penalty: 6068.567383
	Iteration 24Q: 3 clusters Score -2.149509e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 183197 members 
Entering Unmasked Estep 
Score: -21495224.000000 Penalty: 6068.567383
	Iteration 25Q: 3 clusters Score -2.149522e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 183714 members 
Entering Unmasked Estep 
Score: -21495400.000000 Penalty: 6068.567383
	Iteration 26Q: 3 clusters Score -2.14954e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 184208 members 
Entering Unmasked Estep 
Score: -21495556.000000 Penalty: 6068.567383
	Iteration 27Q: 3 clusters Score -2.149556e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 184679 members 
Entering Unmasked Estep 
Score: -21495590.000000 Penalty: 6068.567383
	Iteration 28Q: 3 clusters Score -2.149559e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 185130 members 
Entering Unmasked Estep 
Score: -21495690.000000 Penalty: 6068.567383
	Iteration 29Q: 3 clusters Score -2.149569e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 185617 members 
Entering Unmasked Estep 
Score: -21495848.000000 Penalty: 6068.567383
	Iteration 30Q: 3 clusters Score -2.149585e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 186117 members 
Entering Unmasked Estep 
Score: -21495998.000000 Penalty: 6068.567383
	Iteration 31Q: 3 clusters Score -2.1496e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 186604 members 
Entering Unmasked Estep 
Score: -21496256.000000 Penalty: 6068.567383
	Iteration 32Q: 3 clusters Score -2.149626e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 187082 members 
Entering Unmasked Estep 
Score: -21496308.000000 Penalty: 6068.567383
	Iteration 33Q: 3 clusters Score -2.149631e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 187510 members 
Entering Unmasked Estep 
Score: -21496386.000000 Penalty: 6068.567383
	Iteration 34Q: 3 clusters Score -2.149639e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 187944 members 
Entering Unmasked Estep 
Score: -21496490.000000 Penalty: 6068.567383
	Iteration 35Q: 3 clusters Score -2.149649e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 188353 members 
Entering Unmasked Estep 
Score: -21496598.000000 Penalty: 6068.567383
	Iteration 36Q: 3 clusters Score -2.14966e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 188752 members 
Entering Unmasked Estep 
Score: -21496730.000000 Penalty: 6068.567383
	Iteration 37Q: 3 clusters Score -2.149673e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 189098 members 
Entering Unmasked Estep 
Score: -21496880.000000 Penalty: 6068.567383
	Iteration 38Q: 3 clusters Score -2.149688e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 189456 members 
Entering Unmasked Estep 
Score: -21496928.000000 Penalty: 6068.567383
	Iteration 39Q: 3 clusters Score -2.149693e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 189737 members 
Entering Unmasked Estep 
Score: -21497022.000000 Penalty: 6068.567383
	Iteration 40F: 3 clusters Score -2.149702e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 190022 members 
Entering Unmasked Estep 
Score: -21497076.000000 Penalty: 6068.567383
	Iteration 41Q: 3 clusters Score -2.149708e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 190324 members 
Entering Unmasked Estep 
Score: -21497102.000000 Penalty: 6068.567383
	Iteration 42Q: 3 clusters Score -2.14971e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 190640 members 
Entering Unmasked Estep 
Score: -21497194.000000 Penalty: 6068.567383
	Iteration 43Q: 3 clusters Score -2.149719e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 190952 members 
Entering Unmasked Estep 
Score: -21497296.000000 Penalty: 6068.567383
	Iteration 44Q: 3 clusters Score -2.14973e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 191242 members 
Entering Unmasked Estep 
Score: -21497340.000000 Penalty: 6068.567383
	Iteration 45Q: 3 clusters Score -2.149734e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 191507 members 
Entering Unmasked Estep 
Score: -21497420.000000 Penalty: 6068.567383
	Iteration 46Q: 3 clusters Score -2.149742e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 191770 members 
Entering Unmasked Estep 
Score: -21497534.000000 Penalty: 6068.567383
	Iteration 47Q: 3 clusters Score -2.149753e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 192040 members 
Entering Unmasked Estep 
Score: -21497618.000000 Penalty: 6068.567383
	Iteration 48Q: 3 clusters Score -2.149762e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 192295 members 
Entering Unmasked Estep 
Score: -21497620.000000 Penalty: 6068.567383
	Iteration 49Q: 3 clusters Score -2.149762e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 192526 members 
Entering Unmasked Estep 
Score: -21497692.000000 Penalty: 6068.567383
	Iteration 50Q: 3 clusters Score -2.149769e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 192744 members 
Entering Unmasked Estep 
Score: -21497764.000000 Penalty: 6068.567383
	Iteration 51Q: 3 clusters Score -2.149776e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 192969 members 
Entering Unmasked Estep 
Score: -21497790.000000 Penalty: 6068.567383
	Iteration 52Q: 3 clusters Score -2.149779e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 193178 members 
Entering Unmasked Estep 
Score: -21497860.000000 Penalty: 6068.567383
	Iteration 53Q: 3 clusters Score -2.149786e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 193405 members 
Entering Unmasked Estep 
Score: -21497958.000000 Penalty: 6068.567383
	Iteration 54Q: 3 clusters Score -2.149796e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -21498040.000000 Penalty: 6068.567383
	Iteration 55Q: 3 clusters Score -2.149804e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 193895 members 
Entering Unmasked Estep 
Score: -21498112.000000 Penalty: 6068.567383
	Iteration 56Q: 3 clusters Score -2.149811e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 194148 members 
Entering Unmasked Estep 
Score: -21498212.000000 Penalty: 6068.567383
	Iteration 57Q: 3 clusters Score -2.149821e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 194388 members 
Entering Unmasked Estep 
Score: -21498282.000000 Penalty: 6068.567383
	Iteration 58Q: 3 clusters Score -2.149828e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 194624 members 
Entering Unmasked Estep 
Score: -21498358.000000 Penalty: 6068.567383
	Iteration 59Q: 3 clusters Score -2.149836e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 194850 members 
Entering Unmasked Estep 
Score: -21498442.000000 Penalty: 6068.567383
	Iteration 60F: 3 clusters Score -2.149844e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 195055 members 
Entering Unmasked Estep 
Score: -21498504.000000 Penalty: 6068.567383
	Iteration 61Q: 3 clusters Score -2.14985e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 195223 members 
Entering Unmasked Estep 
Score: -21498580.000000 Penalty: 6068.567383
	Iteration 62Q: 3 clusters Score -2.149858e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 195419 members 
Entering Unmasked Estep 
Score: -21498642.000000 Penalty: 6068.567383
	Iteration 63Q: 3 clusters Score -2.149864e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 195590 members 
Entering Unmasked Estep 
Score: -21498644.000000 Penalty: 6068.567383
	Iteration 64Q: 3 clusters Score -2.149864e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 195737 members 
Entering Unmasked Estep 
Score: -21498640.000000 Penalty: 6068.567383
	Iteration 65Q: 3 clusters Score -2.149864e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -21498700.000000 Penalty: 6068.567383
	Iteration 66Q: 3 clusters Score -2.14987e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 196008 members 
Entering Unmasked Estep 
Score: -21498746.000000 Penalty: 6068.567383
	Iteration 67Q: 3 clusters Score -2.149875e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 196133 members 
Entering Unmasked Estep 
Score: -21498802.000000 Penalty: 6068.567383
	Iteration 68Q: 3 clusters Score -2.14988e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 196240 members 
Entering Unmasked Estep 
Score: -21498812.000000 Penalty: 6068.567383
	Iteration 69Q: 3 clusters Score -2.149881e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 196336 members 
Entering Unmasked Estep 
Score: -21498840.000000 Penalty: 6068.567383
	Iteration 70Q: 3 clusters Score -2.149884e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 196435 members 
Entering Unmasked Estep 
Score: -21498886.000000 Penalty: 6068.567383
	Iteration 71Q: 3 clusters Score -2.149889e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 196532 members 
Entering Unmasked Estep 
Score: -21498928.000000 Penalty: 6068.567383
	Iteration 72Q: 3 clusters Score -2.149893e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 196622 members 
Entering Unmasked Estep 
Score: -21498890.000000 Penalty: 6068.567383
	Iteration 73Q: 3 clusters Score -2.149889e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 196706 members 
Entering Unmasked Estep 
Score: -21498932.000000 Penalty: 6068.567383
	Iteration 74Q: 3 clusters Score -2.149893e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 196791 members 
Entering Unmasked Estep 
Score: -21498944.000000 Penalty: 6068.567383
	Iteration 75Q: 3 clusters Score -2.149894e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 196851 members 
Entering Unmasked Estep 
Score: -21498986.000000 Penalty: 6068.567383
	Iteration 76Q: 3 clusters Score -2.149899e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 196916 members 
Entering Unmasked Estep 
Score: -21499008.000000 Penalty: 6068.567383
	Iteration 77Q: 3 clusters Score -2.149901e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 196979 members 
Entering Unmasked Estep 
Score: -21499032.000000 Penalty: 6068.567383
	Iteration 78Q: 3 clusters Score -2.149903e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 197036 members 
Entering Unmasked Estep 
Score: -21499052.000000 Penalty: 6068.567383
	Iteration 79Q: 3 clusters Score -2.149905e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 197075 members 
Entering Unmasked Estep 
Score: -21499074.000000 Penalty: 6068.567383
	Iteration 80F: 3 clusters Score -2.149907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 197113 members 
Entering Unmasked Estep 
Score: -21499074.000000 Penalty: 6068.567383
	Iteration 81Q: 3 clusters Score -2.149907e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 197144 members 
Entering Unmasked Estep 
Score: -21499078.000000 Penalty: 6068.567383
	Iteration 82Q: 3 clusters Score -2.149908e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 197178 members 
Entering Unmasked Estep 
Score: -21499096.000000 Penalty: 6068.567383
	Iteration 83Q: 3 clusters Score -2.14991e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 197216 members 
Entering Unmasked Estep 
Score: -21499068.000000 Penalty: 6068.567383
	Iteration 84Q: 3 clusters Score -2.149907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 197257 members 
Entering Unmasked Estep 
Score: -21499074.000000 Penalty: 6068.567383
	Iteration 85Q: 3 clusters Score -2.149907e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 197306 members 
Entering Unmasked Estep 
Score: -21499130.000000 Penalty: 6068.567383
	Iteration 86Q: 3 clusters Score -2.149913e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 197350 members 
Entering Unmasked Estep 
Score: -21499154.000000 Penalty: 6068.567383
	Iteration 87Q: 3 clusters Score -2.149915e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 197402 members 
Entering Unmasked Estep 
Score: -21499142.000000 Penalty: 6068.567383
	Iteration 88Q: 3 clusters Score -2.149914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 197438 members 
Entering Unmasked Estep 
Score: -21499154.000000 Penalty: 6068.567383
	Iteration 89Q: 3 clusters Score -2.149915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 197470 members 
Entering Unmasked Estep 
Score: -21499132.000000 Penalty: 6068.567383
	Iteration 90Q: 3 clusters Score -2.149913e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 197505 members 
Entering Unmasked Estep 
Score: -21499156.000000 Penalty: 6068.567383
	Iteration 91Q: 3 clusters Score -2.149916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 197550 members 
Entering Unmasked Estep 
Score: -21499180.000000 Penalty: 6068.567383
	Iteration 92Q: 3 clusters Score -2.149918e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 197594 members 
Entering Unmasked Estep 
Score: -21499204.000000 Penalty: 6068.567383
	Iteration 93Q: 3 clusters Score -2.14992e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 197636 members 
Entering Unmasked Estep 
Score: -21499210.000000 Penalty: 6068.567383
	Iteration 94Q: 3 clusters Score -2.149921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 197667 members 
Entering Unmasked Estep 
Score: -21499202.000000 Penalty: 6068.567383
	Iteration 95Q: 3 clusters Score -2.14992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 197701 members 
Entering Unmasked Estep 
Score: -21499220.000000 Penalty: 6068.567383
	Iteration 96Q: 3 clusters Score -2.149922e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 197733 members 
Entering Unmasked Estep 
Score: -21499192.000000 Penalty: 6068.567383
	Iteration 97Q: 3 clusters Score -2.149919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 197766 members 
Entering Unmasked Estep 
Score: -21499210.000000 Penalty: 6068.567383
	Iteration 98Q: 3 clusters Score -2.149921e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 197804 members 
Entering Unmasked Estep 
Score: -21499230.000000 Penalty: 6068.567383
	Iteration 99Q: 3 clusters Score -2.149923e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 197846 members 
Entering Unmasked Estep 
Score: -21499236.000000 Penalty: 6068.567383
	Iteration 100F: 3 clusters Score -2.149924e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 197898 members 
Entering Unmasked Estep 
Score: -21499270.000000 Penalty: 6068.567383
	Iteration 101Q: 3 clusters Score -2.149927e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 197949 members 
Entering Unmasked Estep 
Score: -21499320.000000 Penalty: 6068.567383
	Iteration 102Q: 3 clusters Score -2.149932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 197992 members 
Entering Unmasked Estep 
Score: -21499332.000000 Penalty: 6068.567383
	Iteration 103Q: 3 clusters Score -2.149933e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 198042 members 
Entering Unmasked Estep 
Score: -21499364.000000 Penalty: 6068.567383
	Iteration 104Q: 3 clusters Score -2.149936e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 198090 members 
Entering Unmasked Estep 
Score: -21499378.000000 Penalty: 6068.567383
	Iteration 105Q: 3 clusters Score -2.149938e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 198129 members 
Entering Unmasked Estep 
Score: -21499380.000000 Penalty: 6068.567383
	Iteration 106Q: 3 clusters Score -2.149938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 198170 members 
Entering Unmasked Estep 
Score: -21499376.000000 Penalty: 6068.567383
	Iteration 107Q: 3 clusters Score -2.149938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 198210 members 
Entering Unmasked Estep 
Score: -21499402.000000 Penalty: 6068.567383
	Iteration 108Q: 3 clusters Score -2.14994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 198251 members 
Entering Unmasked Estep 
Score: -21499394.000000 Penalty: 6068.567383
	Iteration 109Q: 3 clusters Score -2.149939e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 198289 members 
Entering Unmasked Estep 
Score: -21499388.000000 Penalty: 6068.567383
	Iteration 110Q: 3 clusters Score -2.149939e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 198330 members 
Entering Unmasked Estep 
Score: -21499366.000000 Penalty: 6068.567383
	Iteration 111Q: 3 clusters Score -2.149937e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 198376 members 
Entering Unmasked Estep 
Score: -21499368.000000 Penalty: 6068.567383
	Iteration 112Q: 3 clusters Score -2.149937e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 198413 members 
Entering Unmasked Estep 
Score: -21499378.000000 Penalty: 6068.567383
	Iteration 113Q: 3 clusters Score -2.149938e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 198455 members 
Entering Unmasked Estep 
Score: -21499390.000000 Penalty: 6068.567383
	Iteration 114Q: 3 clusters Score -2.149939e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 198491 members 
Entering Unmasked Estep 
Score: -21499388.000000 Penalty: 6068.567383
	Iteration 115Q: 3 clusters Score -2.149939e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 198533 members 
Entering Unmasked Estep 
Score: -21499388.000000 Penalty: 6068.567383
	Iteration 116Q: 3 clusters Score -2.149939e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 198565 members 
Entering Unmasked Estep 
Score: -21499420.000000 Penalty: 6068.567383
	Iteration 117Q: 3 clusters Score -2.149942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 198582 members 
Entering Unmasked Estep 
Score: -21499448.000000 Penalty: 6068.567383
	Iteration 118Q: 3 clusters Score -2.149945e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 198601 members 
Entering Unmasked Estep 
Score: -21499454.000000 Penalty: 6068.567383
	Iteration 119Q: 3 clusters Score -2.149945e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 198628 members 
Entering Unmasked Estep 
Score: -21499470.000000 Penalty: 6068.567383
	Iteration 120F: 3 clusters Score -2.149947e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 198653 members 
Entering Unmasked Estep 
Score: -21499486.000000 Penalty: 6068.567383
	Iteration 121Q: 3 clusters Score -2.149949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 198670 members 
Entering Unmasked Estep 
Score: -21499496.000000 Penalty: 6068.567383
	Iteration 122Q: 3 clusters Score -2.14995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 198684 members 
Entering Unmasked Estep 
Score: -21499470.000000 Penalty: 6068.567383
	Iteration 123Q: 3 clusters Score -2.149947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 198695 members 
Entering Unmasked Estep 
Score: -21499482.000000 Penalty: 6068.567383
	Iteration 124Q: 3 clusters Score -2.149948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 198706 members 
Entering Unmasked Estep 
Score: -21499488.000000 Penalty: 6068.567383
	Iteration 125Q: 3 clusters Score -2.149949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 198718 members 
Entering Unmasked Estep 
Score: -21499492.000000 Penalty: 6068.567383
	Iteration 126Q: 3 clusters Score -2.149949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 198728 members 
Entering Unmasked Estep 
Score: -21499480.000000 Penalty: 6068.567383
	Iteration 127Q: 3 clusters Score -2.149948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 198733 members 
Entering Unmasked Estep 
Score: -21499484.000000 Penalty: 6068.567383
	Iteration 128Q: 3 clusters Score -2.149948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 198739 members 
Entering Unmasked Estep 
Score: -21499500.000000 Penalty: 6068.567383
	Iteration 129Q: 3 clusters Score -2.14995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 198745 members 
Entering Unmasked Estep 
Score: -21499508.000000 Penalty: 6068.567383
	Iteration 130Q: 3 clusters Score -2.149951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 198751 members 
Entering Unmasked Estep 
Score: -21499524.000000 Penalty: 6068.567383
	Iteration 131Q: 3 clusters Score -2.149952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 198756 members 
Entering Unmasked Estep 
Score: -21499524.000000 Penalty: 6068.567383
	Iteration 132Q: 3 clusters Score -2.149952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 198761 members 
Entering Unmasked Estep 
Score: -21499532.000000 Penalty: 6068.567383
	Iteration 133Q: 3 clusters Score -2.149953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 198767 members 
Entering Unmasked Estep 
Score: -21499520.000000 Penalty: 6068.567383
	Iteration 134Q: 3 clusters Score -2.149952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 198779 members 
Entering Unmasked Estep 
Score: -21499528.000000 Penalty: 6068.567383
	Iteration 135Q: 3 clusters Score -2.149953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 198785 members 
Entering Unmasked Estep 
Score: -21499532.000000 Penalty: 6068.567383
	Iteration 136Q: 3 clusters Score -2.149953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 198792 members 
Entering Unmasked Estep 
Score: -21499532.000000 Penalty: 6068.567383
	Iteration 137Q: 3 clusters Score -2.149953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 198803 members 
Entering Unmasked Estep 
Score: -21499520.000000 Penalty: 6068.567383
	Iteration 138Q: 3 clusters Score -2.149952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 198813 members 
Entering Unmasked Estep 
Score: -21499530.000000 Penalty: 6068.567383
	Iteration 139Q: 3 clusters Score -2.149953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 198820 members 
Entering Unmasked Estep 
Score: -21499542.000000 Penalty: 6068.567383
	Iteration 140F: 3 clusters Score -2.149954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 198833 members 
Entering Unmasked Estep 
Score: -21499536.000000 Penalty: 6068.567383
	Iteration 141Q: 3 clusters Score -2.149954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 198844 members 
Entering Unmasked Estep 
Score: -21499532.000000 Penalty: 6068.567383
	Iteration 142Q: 3 clusters Score -2.149953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 198856 members 
Entering Unmasked Estep 
Score: -21499516.000000 Penalty: 6068.567383
	Iteration 143Q: 3 clusters Score -2.149952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 198871 members 
Entering Unmasked Estep 
Score: -21499528.000000 Penalty: 6068.567383
	Iteration 144Q: 3 clusters Score -2.149953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 198888 members 
Entering Unmasked Estep 
Score: -21499528.000000 Penalty: 6068.567383
	Iteration 145Q: 3 clusters Score -2.149953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 198901 members 
Entering Unmasked Estep 
Score: -21499522.000000 Penalty: 6068.567383
	Iteration 146Q: 3 clusters Score -2.149952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 198908 members 
Entering Unmasked Estep 
Score: -21499520.000000 Penalty: 6068.567383
	Iteration 147Q: 3 clusters Score -2.149952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 198913 members 
Entering Unmasked Estep 
Score: -21499518.000000 Penalty: 6068.567383
	Iteration 148Q: 3 clusters Score -2.149952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 198919 members 
Entering Unmasked Estep 
Score: -21499522.000000 Penalty: 6068.567383
	Iteration 149Q: 3 clusters Score -2.149952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 198923 members 
Entering Unmasked Estep 
Score: -21499518.000000 Penalty: 6068.567383
	Iteration 150Q: 3 clusters Score -2.149952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 198931 members 
Entering Unmasked Estep 
Score: -21499518.000000 Penalty: 6068.567383
	Iteration 151Q: 3 clusters Score -2.149952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 198937 members 
Entering Unmasked Estep 
Score: -21499512.000000 Penalty: 6068.567383
	Iteration 152Q: 3 clusters Score -2.149951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 198939 members 
Entering Unmasked Estep 
Score: -21499480.000000 Penalty: 6068.567383
	Iteration 153Q: 3 clusters Score -2.149948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 198944 members 
Entering Unmasked Estep 
Score: -21499480.000000 Penalty: 6068.567383
	Iteration 154Q: 3 clusters Score -2.149948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 198949 members 
Entering Unmasked Estep 
Score: -21499508.000000 Penalty: 6068.567383
	Iteration 155Q: 3 clusters Score -2.149951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 198957 members 
Entering Unmasked Estep 
Score: -21499508.000000 Penalty: 6068.567383
	Iteration 156Q: 3 clusters Score -2.149951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 198963 members 
Entering Unmasked Estep 
Score: -21499504.000000 Penalty: 6068.567383
	Iteration 157Q: 3 clusters Score -2.14995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 198972 members 
Entering Unmasked Estep 
Score: -21499512.000000 Penalty: 6068.567383
	Iteration 158Q: 3 clusters Score -2.149951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 198978 members 
Entering Unmasked Estep 
Score: -21499498.000000 Penalty: 6068.567383
	Iteration 159Q: 3 clusters Score -2.14995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 198985 members 
Entering Unmasked Estep 
Score: -21499502.000000 Penalty: 6068.567383
	Iteration 160F: 3 clusters Score -2.14995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 198993 members 
Entering Unmasked Estep 
Score: -21499514.000000 Penalty: 6068.567383
	Iteration 161Q: 3 clusters Score -2.149951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 199003 members 
Entering Unmasked Estep 
Score: -21499530.000000 Penalty: 6068.567383
	Iteration 162Q: 3 clusters Score -2.149953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 199014 members 
Entering Unmasked Estep 
Score: -21499536.000000 Penalty: 6068.567383
	Iteration 163Q: 3 clusters Score -2.149954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 199022 members 
Entering Unmasked Estep 
Score: -21499534.000000 Penalty: 6068.567383
	Iteration 164Q: 3 clusters Score -2.149953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 199034 members 
Entering Unmasked Estep 
Score: -21499528.000000 Penalty: 6068.567383
	Iteration 165Q: 3 clusters Score -2.149953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 199054 members 
Entering Unmasked Estep 
Score: -21499510.000000 Penalty: 6068.567383
	Iteration 166Q: 3 clusters Score -2.149951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 199073 members 
Entering Unmasked Estep 
Score: -21499510.000000 Penalty: 6068.567383
	Iteration 167Q: 3 clusters Score -2.149951e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 199091 members 
Entering Unmasked Estep 
Score: -21499498.000000 Penalty: 6068.567383
	Iteration 168Q: 3 clusters Score -2.14995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 199107 members 
Entering Unmasked Estep 
Score: -21499508.000000 Penalty: 6068.567383
	Iteration 169Q: 3 clusters Score -2.149951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 199117 members 
Entering Unmasked Estep 
Score: -21499506.000000 Penalty: 6068.567383
	Iteration 170Q: 3 clusters Score -2.149951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 199129 members 
Entering Unmasked Estep 
Score: -21499518.000000 Penalty: 6068.567383
	Iteration 171Q: 3 clusters Score -2.149952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 199145 members 
Entering Unmasked Estep 
Score: -21499514.000000 Penalty: 6068.567383
	Iteration 172Q: 3 clusters Score -2.149951e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 199171 members 
Entering Unmasked Estep 
Score: -21499504.000000 Penalty: 6068.567383
	Iteration 173Q: 3 clusters Score -2.14995e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 199195 members 
Entering Unmasked Estep 
Score: -21499486.000000 Penalty: 6068.567383
	Iteration 174Q: 3 clusters Score -2.149949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 199218 members 
Entering Unmasked Estep 
Score: -21499524.000000 Penalty: 6068.567383
	Iteration 175Q: 3 clusters Score -2.149952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 199244 members 
Entering Unmasked Estep 
Score: -21499526.000000 Penalty: 6068.567383
	Iteration 176Q: 3 clusters Score -2.149953e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 199261 members 
Entering Unmasked Estep 
Score: -21499506.000000 Penalty: 6068.567383
	Iteration 177Q: 3 clusters Score -2.149951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 199276 members 
Entering Unmasked Estep 
Score: -21499506.000000 Penalty: 6068.567383
	Iteration 178Q: 3 clusters Score -2.149951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 199281 members 
Entering Unmasked Estep 
Score: -21499498.000000 Penalty: 6068.567383
	Iteration 179Q: 3 clusters Score -2.14995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 199289 members 
Entering Unmasked Estep 
Score: -21499492.000000 Penalty: 6068.567383
	Iteration 180F: 3 clusters Score -2.149949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 199295 members 
Entering Unmasked Estep 
Score: -21499490.000000 Penalty: 6068.567383
	Iteration 181Q: 3 clusters Score -2.149949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 199296 members 
Entering Unmasked Estep 
Score: -21499480.000000 Penalty: 6068.567383
	Iteration 182Q: 3 clusters Score -2.149948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 199298 members 
Entering Unmasked Estep 
Score: -21499486.000000 Penalty: 6068.567383
	Iteration 183Q: 3 clusters Score -2.149949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 199303 members 
Entering Unmasked Estep 
Score: -21499468.000000 Penalty: 6068.567383
	Iteration 184Q: 3 clusters Score -2.149947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 199312 members 
Entering Unmasked Estep 
Score: -21499480.000000 Penalty: 6068.567383
	Iteration 185Q: 3 clusters Score -2.149948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 199320 members 
Entering Unmasked Estep 
Score: -21499474.000000 Penalty: 6068.567383
	Iteration 186Q: 3 clusters Score -2.149947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 199323 members 
Entering Unmasked Estep 
Score: -21499480.000000 Penalty: 6068.567383
	Iteration 187Q: 3 clusters Score -2.149948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 199322 members 
Entering Unmasked Estep 
Score: -21499498.000000 Penalty: 6068.567383
	Iteration 188Q: 3 clusters Score -2.14995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 199326 members 
Entering Unmasked Estep 
Score: -21499484.000000 Penalty: 6068.567383
	Iteration 189Q: 3 clusters Score -2.149948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 199328 members 
Entering Unmasked Estep 
Score: -21499510.000000 Penalty: 6068.567383
	Iteration 190Q: 3 clusters Score -2.149951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 199334 members 
Entering Unmasked Estep 
Score: -21499478.000000 Penalty: 6068.567383
	Iteration 191Q: 3 clusters Score -2.149948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 199336 members 
Entering Unmasked Estep 
Score: -21499472.000000 Penalty: 6068.567383
	Iteration 192Q: 3 clusters Score -2.149947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 199338 members 
Entering Unmasked Estep 
Score: -21499470.000000 Penalty: 6068.567383
	Iteration 193Q: 3 clusters Score -2.149947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 199339 members 
Entering Unmasked Estep 
Score: -21499474.000000 Penalty: 6068.567383
	Iteration 194Q: 3 clusters Score -2.149947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 199340 members 
Entering Unmasked Estep 
Score: -21499482.000000 Penalty: 6068.567383
	Iteration 195Q: 3 clusters Score -2.149948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 199340 members 
Entering Unmasked Estep 
Score: -21499482.000000 Penalty: 6068.567383
	Iteration 196F: 3 clusters Score -2.149948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 199340 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 24127 members 
Mstep: Class 6 contains 31479 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 11 contains 34852 members 
Mstep: Class 14 contains 6533 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 19 contains 176031 members 
Mstep: Class 20 contains 15192 members 
Mstep: Class 21 contains 18983 members 
Mstep: Class 22 contains 115014 members 
Entering Unmasked Estep 
Score: -70040248.000000 Penalty: 53300.515625
Splitting cluster 14 changes total score from -70041864.000000 to -70040248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -70009.273438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -70009.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68446.710938 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -68446.71 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68954.843750 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -68954.84 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69318.500000 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -69318.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69805.789062 Penalty: 3297.253418
	Iteration 3F: 3 clusters Score -69805.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -70029.273438 Penalty: 3297.253418
	Iteration 4F: 3 clusters Score -70029.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -70155.515625 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -70155.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -70227.945312 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -70227.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -70241.796875 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -70241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -70244.195312 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -70244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -70244.195312 Penalty: 3297.253418
	Iteration 9F: 3 clusters Score -70244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 113 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 24127 members 
Mstep: Class 6 contains 31479 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 11 contains 34852 members 
Mstep: Class 14 contains 205873 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 19 contains 176031 members 
Mstep: Class 20 contains 15192 members 
Mstep: Class 21 contains 18983 members 
Mstep: Class 22 contains 115014 members 
Entering Unmasked Estep 
Score: -70038856.000000 Penalty: 53300.515625
Splitting cluster 15 changes total score from -70041864.000000 to -70038856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -111831.843750 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -111831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -109780.382812 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -109780.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -110061.031250 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -110061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110153.242188 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -110153.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110207.835938 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -110207.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110236.562500 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -110236.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110254.281250 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -110254.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110263.437500 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -110263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110271.578125 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -110271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110275.773438 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -110275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -110280.171875 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -110280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110283.921875 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -110283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110287.289062 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -110287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110292.195312 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -110292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -110294.015625 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -110294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110300.695312 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -110300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110305.468750 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -110305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110309.296875 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -110309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110311.335938 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -110311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110313.992188 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -110314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110317.851562 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -110317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110319.539062 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -110319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110320.609375 Penalty: 3490.801514
	Iteration 21Q: 3 clusters Score -110320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110320.609375 Penalty: 3490.801514
	Iteration 22F: 3 clusters Score -110320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Entering Unmasked Estep 
Score: -2670386.000000 Penalty: 2511.315186
	Iteration 0F: 2 clusters Score -2670386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2653071.750000 Penalty: 5022.630371
	Iteration 0F: 3 clusters Score -2653072 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2658970.750000 Penalty: 5022.630371
	Iteration 1F: 3 clusters Score -2658971 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2659431.750000 Penalty: 5022.630371
	Iteration 2F: 3 clusters Score -2659432 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2659843.000000 Penalty: 5022.630371
	Iteration 3Q: 3 clusters Score -2659843 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2660213.250000 Penalty: 5022.630371
	Iteration 4Q: 3 clusters Score -2660213 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2660564.750000 Penalty: 5022.630371
	Iteration 5Q: 3 clusters Score -2660565 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2660981.000000 Penalty: 5022.630371
	Iteration 6Q: 3 clusters Score -2660981 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2661458.500000 Penalty: 5022.630371
	Iteration 7Q: 3 clusters Score -2661458 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2662116.000000 Penalty: 5022.630371
	Iteration 8Q: 3 clusters Score -2662116 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2662902.750000 Penalty: 5022.630371
	Iteration 9F: 3 clusters Score -2662903 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2663873.250000 Penalty: 5022.630371
	Iteration 10F: 3 clusters Score -2663873 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2665072.500000 Penalty: 5022.630371
	Iteration 11F: 3 clusters Score -2665072 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2666051.500000 Penalty: 5022.630371
	Iteration 12Q: 3 clusters Score -2666052 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2666649.000000 Penalty: 5022.630371
	Iteration 13Q: 3 clusters Score -2666649 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2666960.250000 Penalty: 5022.630371
	Iteration 14Q: 3 clusters Score -2666960 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2667153.500000 Penalty: 5022.630371
	Iteration 15Q: 3 clusters Score -2667154 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2667293.000000 Penalty: 5022.630371
	Iteration 16Q: 3 clusters Score -2667293 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2667408.250000 Penalty: 5022.630371
	Iteration 17Q: 3 clusters Score -2667408 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2667500.000000 Penalty: 5022.630371
	Iteration 18Q: 3 clusters Score -2667500 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2667576.750000 Penalty: 5022.630371
	Iteration 19Q: 3 clusters Score -2667577 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2667651.250000 Penalty: 5022.630371
	Iteration 20F: 3 clusters Score -2667651 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2667694.000000 Penalty: 5022.630371
	Iteration 21Q: 3 clusters Score -2667694 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2667732.750000 Penalty: 5022.630371
	Iteration 22Q: 3 clusters Score -2667733 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2667788.000000 Penalty: 5022.630371
	Iteration 23Q: 3 clusters Score -2667788 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2667836.000000 Penalty: 5022.630371
	Iteration 24Q: 3 clusters Score -2667836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2667890.500000 Penalty: 5022.630371
	Iteration 25Q: 3 clusters Score -2667890 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2667926.000000 Penalty: 5022.630371
	Iteration 26Q: 3 clusters Score -2667926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2667953.250000 Penalty: 5022.630371
	Iteration 27Q: 3 clusters Score -2667953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2667983.250000 Penalty: 5022.630371
	Iteration 28Q: 3 clusters Score -2667983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2668006.750000 Penalty: 5022.630371
	Iteration 29Q: 3 clusters Score -2668007 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2668040.000000 Penalty: 5022.630371
	Iteration 30Q: 3 clusters Score -2668040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2668070.250000 Penalty: 5022.630371
	Iteration 31Q: 3 clusters Score -2668070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2668106.000000 Penalty: 5022.630371
	Iteration 32Q: 3 clusters Score -2668106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2668130.750000 Penalty: 5022.630371
	Iteration 33Q: 3 clusters Score -2668131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2668167.500000 Penalty: 5022.630371
	Iteration 34Q: 3 clusters Score -2668168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2668196.500000 Penalty: 5022.630371
	Iteration 35Q: 3 clusters Score -2668196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2668220.000000 Penalty: 5022.630371
	Iteration 36Q: 3 clusters Score -2668220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2668240.500000 Penalty: 5022.630371
	Iteration 37Q: 3 clusters Score -2668240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2668256.750000 Penalty: 5022.630371
	Iteration 38Q: 3 clusters Score -2668257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -2668274.750000 Penalty: 5022.630371
	Iteration 39Q: 3 clusters Score -2668275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2668284.000000 Penalty: 5022.630371
	Iteration 40F: 3 clusters Score -2668284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2668293.000000 Penalty: 5022.630371
	Iteration 41Q: 3 clusters Score -2668293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -2668302.250000 Penalty: 5022.630371
	Iteration 42Q: 3 clusters Score -2668302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2668314.750000 Penalty: 5022.630371
	Iteration 43Q: 3 clusters Score -2668315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -2668331.500000 Penalty: 5022.630371
	Iteration 44Q: 3 clusters Score -2668332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2668329.500000 Penalty: 5022.630371
	Iteration 45Q: 3 clusters Score -2668330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2668330.500000 Penalty: 5022.630371
	Iteration 46Q: 3 clusters Score -2668330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2668341.500000 Penalty: 5022.630371
	Iteration 47Q: 3 clusters Score -2668342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2668342.500000 Penalty: 5022.630371
	Iteration 48Q: 3 clusters Score -2668342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2668348.250000 Penalty: 5022.630371
	Iteration 49Q: 3 clusters Score -2668348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2668352.250000 Penalty: 5022.630371
	Iteration 50Q: 3 clusters Score -2668352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2668351.250000 Penalty: 5022.630371
	Iteration 51Q: 3 clusters Score -2668351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2668350.750000 Penalty: 5022.630371
	Iteration 52Q: 3 clusters Score -2668351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -2668353.500000 Penalty: 5022.630371
	Iteration 53Q: 3 clusters Score -2668354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -2668364.750000 Penalty: 5022.630371
	Iteration 54Q: 3 clusters Score -2668365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -2668364.500000 Penalty: 5022.630371
	Iteration 55Q: 3 clusters Score -2668364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -2668366.500000 Penalty: 5022.630371
	Iteration 56Q: 3 clusters Score -2668366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2668369.000000 Penalty: 5022.630371
	Iteration 57Q: 3 clusters Score -2668369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2668373.500000 Penalty: 5022.630371
	Iteration 58Q: 3 clusters Score -2668374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2668376.500000 Penalty: 5022.630371
	Iteration 59Q: 3 clusters Score -2668376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2668374.250000 Penalty: 5022.630371
	Iteration 60F: 3 clusters Score -2668374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2668373.000000 Penalty: 5022.630371
	Iteration 61Q: 3 clusters Score -2668373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2668374.500000 Penalty: 5022.630371
	Iteration 62Q: 3 clusters Score -2668374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -2668379.500000 Penalty: 5022.630371
	Iteration 63Q: 3 clusters Score -2668380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2668377.000000 Penalty: 5022.630371
	Iteration 64Q: 3 clusters Score -2668377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2668381.500000 Penalty: 5022.630371
	Iteration 65Q: 3 clusters Score -2668382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2668381.250000 Penalty: 5022.630371
	Iteration 66Q: 3 clusters Score -2668381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2668385.750000 Penalty: 5022.630371
	Iteration 67Q: 3 clusters Score -2668386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2668385.000000 Penalty: 5022.630371
	Iteration 68Q: 3 clusters Score -2668385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2668386.000000 Penalty: 5022.630371
	Iteration 69Q: 3 clusters Score -2668386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2668386.250000 Penalty: 5022.630371
	Iteration 70Q: 3 clusters Score -2668386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2668388.750000 Penalty: 5022.630371
	Iteration 71Q: 3 clusters Score -2668389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -2668384.250000 Penalty: 5022.630371
	Iteration 72Q: 3 clusters Score -2668384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2668386.750000 Penalty: 5022.630371
	Iteration 73Q: 3 clusters Score -2668387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2668388.500000 Penalty: 5022.630371
	Iteration 74Q: 3 clusters Score -2668388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -2668391.500000 Penalty: 5022.630371
	Iteration 75Q: 3 clusters Score -2668392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2668391.750000 Penalty: 5022.630371
	Iteration 76Q: 3 clusters Score -2668392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2668389.500000 Penalty: 5022.630371
	Iteration 77Q: 3 clusters Score -2668390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2668388.250000 Penalty: 5022.630371
	Iteration 78Q: 3 clusters Score -2668388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2668388.250000 Penalty: 5022.630371
	Iteration 79F: 3 clusters Score -2668388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Entering Unmasked Estep 
Score: -18460500.000000 Penalty: 2995.446777
	Iteration 0F: 2 clusters Score -1.84605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -18344680.000000 Penalty: 5990.893555
	Iteration 0F: 3 clusters Score -1.834468e+07 nChanged 84782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -18393612.000000 Penalty: 5990.893555
	Iteration 1F: 3 clusters Score -1.839361e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90543 members 
Mstep: Class 2 contains 85488 members 
Entering Unmasked Estep 
Score: -18394116.000000 Penalty: 5990.893555
	Iteration 2Q: 3 clusters Score -1.839412e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91779 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -18394862.000000 Penalty: 5990.893555
	Iteration 3Q: 3 clusters Score -1.839486e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -18395992.000000 Penalty: 5990.893555
	Iteration 4Q: 3 clusters Score -1.839599e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96603 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -18397496.000000 Penalty: 5990.893555
	Iteration 5Q: 3 clusters Score -1.83975e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -18400098.000000 Penalty: 5990.893555
	Iteration 6Q: 3 clusters Score -1.84001e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106394 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -18404400.000000 Penalty: 5990.893555
	Iteration 7Q: 3 clusters Score -1.84044e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113533 members 
Mstep: Class 2 contains 62498 members 
Entering Unmasked Estep 
Score: -18411142.000000 Penalty: 5990.893555
	Iteration 8F: 3 clusters Score -1.841114e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121128 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -18419740.000000 Penalty: 5990.893555
	Iteration 9F: 3 clusters Score -1.841974e+07 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127433 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -18428096.000000 Penalty: 5990.893555
	Iteration 10F: 3 clusters Score -1.84281e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131338 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -18434544.000000 Penalty: 5990.893555
	Iteration 11F: 3 clusters Score -1.843454e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133601 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -18438086.000000 Penalty: 5990.893555
	Iteration 12Q: 3 clusters Score -1.843809e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135317 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -18439400.000000 Penalty: 5990.893555
	Iteration 13Q: 3 clusters Score -1.84394e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136803 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -18440080.000000 Penalty: 5990.893555
	Iteration 14Q: 3 clusters Score -1.844008e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138227 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -18440624.000000 Penalty: 5990.893555
	Iteration 15Q: 3 clusters Score -1.844062e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139576 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -18440940.000000 Penalty: 5990.893555
	Iteration 16Q: 3 clusters Score -1.844094e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140932 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -18441388.000000 Penalty: 5990.893555
	Iteration 17Q: 3 clusters Score -1.844139e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -18441900.000000 Penalty: 5990.893555
	Iteration 18Q: 3 clusters Score -1.84419e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143682 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -18442312.000000 Penalty: 5990.893555
	Iteration 19Q: 3 clusters Score -1.844231e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145028 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -18442784.000000 Penalty: 5990.893555
	Iteration 20F: 3 clusters Score -1.844278e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -18443220.000000 Penalty: 5990.893555
	Iteration 21Q: 3 clusters Score -1.844322e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -18443576.000000 Penalty: 5990.893555
	Iteration 22Q: 3 clusters Score -1.844358e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149018 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -18444106.000000 Penalty: 5990.893555
	Iteration 23Q: 3 clusters Score -1.844411e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150355 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -18444634.000000 Penalty: 5990.893555
	Iteration 24Q: 3 clusters Score -1.844463e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151707 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -18445194.000000 Penalty: 5990.893555
	Iteration 25Q: 3 clusters Score -1.844519e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153090 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -18445854.000000 Penalty: 5990.893555
	Iteration 26Q: 3 clusters Score -1.844585e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -18446474.000000 Penalty: 5990.893555
	Iteration 27Q: 3 clusters Score -1.844647e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -18447054.000000 Penalty: 5990.893555
	Iteration 28Q: 3 clusters Score -1.844705e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157577 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -18447662.000000 Penalty: 5990.893555
	Iteration 29Q: 3 clusters Score -1.844766e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159135 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -18448426.000000 Penalty: 5990.893555
	Iteration 30Q: 3 clusters Score -1.844843e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160767 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -18449238.000000 Penalty: 5990.893555
	Iteration 31Q: 3 clusters Score -1.844924e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162367 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -18450010.000000 Penalty: 5990.893555
	Iteration 32Q: 3 clusters Score -1.845001e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163932 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -18450788.000000 Penalty: 5990.893555
	Iteration 33Q: 3 clusters Score -1.845079e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165415 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -18451686.000000 Penalty: 5990.893555
	Iteration 34Q: 3 clusters Score -1.845169e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166795 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -18452386.000000 Penalty: 5990.893555
	Iteration 35Q: 3 clusters Score -1.845239e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -18453184.000000 Penalty: 5990.893555
	Iteration 36Q: 3 clusters Score -1.845318e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169238 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -18453970.000000 Penalty: 5990.893555
	Iteration 37Q: 3 clusters Score -1.845397e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170283 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -18454600.000000 Penalty: 5990.893555
	Iteration 38Q: 3 clusters Score -1.84546e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171142 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -18455146.000000 Penalty: 5990.893555
	Iteration 39Q: 3 clusters Score -1.845515e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171898 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -18455684.000000 Penalty: 5990.893555
	Iteration 40F: 3 clusters Score -1.845568e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172513 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -18456128.000000 Penalty: 5990.893555
	Iteration 41Q: 3 clusters Score -1.845613e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173007 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -18456482.000000 Penalty: 5990.893555
	Iteration 42Q: 3 clusters Score -1.845648e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173420 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -18456754.000000 Penalty: 5990.893555
	Iteration 43Q: 3 clusters Score -1.845675e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -18456932.000000 Penalty: 5990.893555
	Iteration 44Q: 3 clusters Score -1.845693e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173992 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -18457108.000000 Penalty: 5990.893555
	Iteration 45Q: 3 clusters Score -1.845711e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174191 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -18457236.000000 Penalty: 5990.893555
	Iteration 46Q: 3 clusters Score -1.845724e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174334 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -18457334.000000 Penalty: 5990.893555
	Iteration 47Q: 3 clusters Score -1.845733e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174457 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -18457366.000000 Penalty: 5990.893555
	Iteration 48Q: 3 clusters Score -1.845737e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174566 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -18457428.000000 Penalty: 5990.893555
	Iteration 49Q: 3 clusters Score -1.845743e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174653 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -18457504.000000 Penalty: 5990.893555
	Iteration 50Q: 3 clusters Score -1.84575e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174739 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -18457568.000000 Penalty: 5990.893555
	Iteration 51Q: 3 clusters Score -1.845757e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174798 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -18457616.000000 Penalty: 5990.893555
	Iteration 52Q: 3 clusters Score -1.845762e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174842 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -18457650.000000 Penalty: 5990.893555
	Iteration 53Q: 3 clusters Score -1.845765e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174885 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -18457678.000000 Penalty: 5990.893555
	Iteration 54Q: 3 clusters Score -1.845768e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174916 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18457700.000000 Penalty: 5990.893555
	Iteration 55Q: 3 clusters Score -1.84577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174935 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -18457708.000000 Penalty: 5990.893555
	Iteration 56Q: 3 clusters Score -1.845771e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174954 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -18457718.000000 Penalty: 5990.893555
	Iteration 57Q: 3 clusters Score -1.845772e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18457716.000000 Penalty: 5990.893555
	Iteration 58Q: 3 clusters Score -1.845772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174978 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -18457738.000000 Penalty: 5990.893555
	Iteration 59Q: 3 clusters Score -1.845774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174993 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -18457754.000000 Penalty: 5990.893555
	Iteration 60F: 3 clusters Score -1.845775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175002 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18457768.000000 Penalty: 5990.893555
	Iteration 61Q: 3 clusters Score -1.845777e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175015 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -18457764.000000 Penalty: 5990.893555
	Iteration 62Q: 3 clusters Score -1.845776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175027 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -18457760.000000 Penalty: 5990.893555
	Iteration 63Q: 3 clusters Score -1.845776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175037 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -18457766.000000 Penalty: 5990.893555
	Iteration 64Q: 3 clusters Score -1.845777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175043 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -18457778.000000 Penalty: 5990.893555
	Iteration 65Q: 3 clusters Score -1.845778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175048 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -18457776.000000 Penalty: 5990.893555
	Iteration 66Q: 3 clusters Score -1.845778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175055 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18457790.000000 Penalty: 5990.893555
	Iteration 67Q: 3 clusters Score -1.845779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -18457792.000000 Penalty: 5990.893555
	Iteration 68Q: 3 clusters Score -1.845779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175066 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -18457804.000000 Penalty: 5990.893555
	Iteration 69Q: 3 clusters Score -1.84578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -18457818.000000 Penalty: 5990.893555
	Iteration 70Q: 3 clusters Score -1.845782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175081 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -18457832.000000 Penalty: 5990.893555
	Iteration 71Q: 3 clusters Score -1.845783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175088 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -18457824.000000 Penalty: 5990.893555
	Iteration 72Q: 3 clusters Score -1.845782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -18457830.000000 Penalty: 5990.893555
	Iteration 73Q: 3 clusters Score -1.845783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175089 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -18457826.000000 Penalty: 5990.893555
	Iteration 74Q: 3 clusters Score -1.845783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175095 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -18457840.000000 Penalty: 5990.893555
	Iteration 75Q: 3 clusters Score -1.845784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -18457836.000000 Penalty: 5990.893555
	Iteration 76Q: 3 clusters Score -1.845784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175098 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -18457830.000000 Penalty: 5990.893555
	Iteration 77Q: 3 clusters Score -1.845783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175098 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -18457828.000000 Penalty: 5990.893555
	Iteration 78Q: 3 clusters Score -1.845783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175100 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -18457838.000000 Penalty: 5990.893555
	Iteration 79Q: 3 clusters Score -1.845784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175103 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -18457830.000000 Penalty: 5990.893555
	Iteration 80F: 3 clusters Score -1.845783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175106 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -18457848.000000 Penalty: 5990.893555
	Iteration 81Q: 3 clusters Score -1.845785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175112 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -18457860.000000 Penalty: 5990.893555
	Iteration 82Q: 3 clusters Score -1.845786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175116 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -18457854.000000 Penalty: 5990.893555
	Iteration 83Q: 3 clusters Score -1.845785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175118 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -18457858.000000 Penalty: 5990.893555
	Iteration 84Q: 3 clusters Score -1.845786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -18457870.000000 Penalty: 5990.893555
	Iteration 85Q: 3 clusters Score -1.845787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175122 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -18457858.000000 Penalty: 5990.893555
	Iteration 86Q: 3 clusters Score -1.845786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175125 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -18457864.000000 Penalty: 5990.893555
	Iteration 87Q: 3 clusters Score -1.845786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175127 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -18457860.000000 Penalty: 5990.893555
	Iteration 88Q: 3 clusters Score -1.845786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175130 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18457862.000000 Penalty: 5990.893555
	Iteration 89Q: 3 clusters Score -1.845786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175130 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -18457862.000000 Penalty: 5990.893555
	Iteration 90F: 3 clusters Score -1.845786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Entering Unmasked Estep 
Score: -1570820.500000 Penalty: 2387.874023
	Iteration 0F: 2 clusters Score -1570820 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 7651 members 
Entering Unmasked Estep 
Score: -1559821.250000 Penalty: 4775.748047
	Iteration 0F: 3 clusters Score -1559821 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1563243.375000 Penalty: 4775.748047
	Iteration 1F: 3 clusters Score -1563243 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1563618.500000 Penalty: 4775.748047
	Iteration 2F: 3 clusters Score -1563618 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1563920.875000 Penalty: 4775.748047
	Iteration 3F: 3 clusters Score -1563921 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1564132.875000 Penalty: 4775.748047
	Iteration 4Q: 3 clusters Score -1564133 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1564347.875000 Penalty: 4775.748047
	Iteration 5Q: 3 clusters Score -1564348 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1564540.500000 Penalty: 4775.748047
	Iteration 6Q: 3 clusters Score -1564540 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1564753.625000 Penalty: 4775.748047
	Iteration 7Q: 3 clusters Score -1564754 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1565024.250000 Penalty: 4775.748047
	Iteration 8Q: 3 clusters Score -1565024 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1565350.125000 Penalty: 4775.748047
	Iteration 9Q: 3 clusters Score -1565350 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1565839.125000 Penalty: 4775.748047
	Iteration 10Q: 3 clusters Score -1565839 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1566449.250000 Penalty: 4775.748047
	Iteration 11F: 3 clusters Score -1566449 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1567094.250000 Penalty: 4775.748047
	Iteration 12F: 3 clusters Score -1567094 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1567643.375000 Penalty: 4775.748047
	Iteration 13Q: 3 clusters Score -1567643 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1568057.125000 Penalty: 4775.748047
	Iteration 14Q: 3 clusters Score -1568057 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1568326.875000 Penalty: 4775.748047
	Iteration 15Q: 3 clusters Score -1568327 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1568476.250000 Penalty: 4775.748047
	Iteration 16Q: 3 clusters Score -1568476 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1568567.750000 Penalty: 4775.748047
	Iteration 17Q: 3 clusters Score -1568568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1568615.375000 Penalty: 4775.748047
	Iteration 18Q: 3 clusters Score -1568615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -1568654.625000 Penalty: 4775.748047
	Iteration 19Q: 3 clusters Score -1568655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1568680.250000 Penalty: 4775.748047
	Iteration 20F: 3 clusters Score -1568680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1568700.625000 Penalty: 4775.748047
	Iteration 21Q: 3 clusters Score -1568701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1568722.750000 Penalty: 4775.748047
	Iteration 22Q: 3 clusters Score -1568723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1568736.250000 Penalty: 4775.748047
	Iteration 23Q: 3 clusters Score -1568736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1568742.750000 Penalty: 4775.748047
	Iteration 24Q: 3 clusters Score -1568743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1568746.625000 Penalty: 4775.748047
	Iteration 25Q: 3 clusters Score -1568747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1568747.750000 Penalty: 4775.748047
	Iteration 26Q: 3 clusters Score -1568748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1568748.375000 Penalty: 4775.748047
	Iteration 27Q: 3 clusters Score -1568748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1568751.625000 Penalty: 4775.748047
	Iteration 28Q: 3 clusters Score -1568752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1568751.625000 Penalty: 4775.748047
	Iteration 29Q: 3 clusters Score -1568752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1568752.375000 Penalty: 4775.748047
	Iteration 30Q: 3 clusters Score -1568752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1568753.125000 Penalty: 4775.748047
	Iteration 31Q: 3 clusters Score -1568753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1568757.125000 Penalty: 4775.748047
	Iteration 32Q: 3 clusters Score -1568757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1568764.125000 Penalty: 4775.748047
	Iteration 33Q: 3 clusters Score -1568764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1568770.375000 Penalty: 4775.748047
	Iteration 34Q: 3 clusters Score -1568770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1568770.375000 Penalty: 4775.748047
	Iteration 35F: 3 clusters Score -1568770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Entering Unmasked Estep 
Score: -1918716.875000 Penalty: 2443.122314
	Iteration 0F: 2 clusters Score -1918717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1905267.625000 Penalty: 4886.244629
	Iteration 0F: 3 clusters Score -1905268 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1909607.375000 Penalty: 4886.244629
	Iteration 1F: 3 clusters Score -1909607 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1910004.000000 Penalty: 4886.244629
	Iteration 2F: 3 clusters Score -1910004 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1910347.000000 Penalty: 4886.244629
	Iteration 3Q: 3 clusters Score -1910347 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1910676.750000 Penalty: 4886.244629
	Iteration 4Q: 3 clusters Score -1910677 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1911028.875000 Penalty: 4886.244629
	Iteration 5Q: 3 clusters Score -1911029 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1911487.500000 Penalty: 4886.244629
	Iteration 6Q: 3 clusters Score -1911488 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1912107.625000 Penalty: 4886.244629
	Iteration 7F: 3 clusters Score -1912108 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1912890.375000 Penalty: 4886.244629
	Iteration 8F: 3 clusters Score -1912890 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1913792.250000 Penalty: 4886.244629
	Iteration 9F: 3 clusters Score -1913792 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1914679.750000 Penalty: 4886.244629
	Iteration 10F: 3 clusters Score -1914680 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1915435.500000 Penalty: 4886.244629
	Iteration 11Q: 3 clusters Score -1915436 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1915919.750000 Penalty: 4886.244629
	Iteration 12Q: 3 clusters Score -1915920 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1916186.625000 Penalty: 4886.244629
	Iteration 13Q: 3 clusters Score -1916187 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1916340.500000 Penalty: 4886.244629
	Iteration 14Q: 3 clusters Score -1916340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1916416.125000 Penalty: 4886.244629
	Iteration 15Q: 3 clusters Score -1916416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1916466.250000 Penalty: 4886.244629
	Iteration 16Q: 3 clusters Score -1916466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1916505.000000 Penalty: 4886.244629
	Iteration 17Q: 3 clusters Score -1916505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1916547.125000 Penalty: 4886.244629
	Iteration 18Q: 3 clusters Score -1916547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1916564.125000 Penalty: 4886.244629
	Iteration 19Q: 3 clusters Score -1916564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1916572.375000 Penalty: 4886.244629
	Iteration 20F: 3 clusters Score -1916572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1916579.375000 Penalty: 4886.244629
	Iteration 21Q: 3 clusters Score -1916579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1916589.250000 Penalty: 4886.244629
	Iteration 22Q: 3 clusters Score -1916589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1916592.875000 Penalty: 4886.244629
	Iteration 23Q: 3 clusters Score -1916593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1916595.625000 Penalty: 4886.244629
	Iteration 24Q: 3 clusters Score -1916596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1916596.125000 Penalty: 4886.244629
	Iteration 25Q: 3 clusters Score -1916596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1916598.875000 Penalty: 4886.244629
	Iteration 26Q: 3 clusters Score -1916599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1916600.500000 Penalty: 4886.244629
	Iteration 27Q: 3 clusters Score -1916600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1916603.125000 Penalty: 4886.244629
	Iteration 28Q: 3 clusters Score -1916603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1916603.125000 Penalty: 4886.244629
	Iteration 29F: 3 clusters Score -1916603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Entering Unmasked Estep 
Score: -12069641.000000 Penalty: 2889.896729
	Iteration 0F: 2 clusters Score -1.206964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -11993094.000000 Penalty: 5779.793457
	Iteration 0F: 3 clusters Score -1.199309e+07 nChanged 54555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -12024273.000000 Penalty: 5779.793457
	Iteration 1F: 3 clusters Score -1.202427e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -12025491.000000 Penalty: 5779.793457
	Iteration 2Q: 3 clusters Score -1.202549e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -12027229.000000 Penalty: 5779.793457
	Iteration 3Q: 3 clusters Score -1.202723e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -12030014.000000 Penalty: 5779.793457
	Iteration 4Q: 3 clusters Score -1.203001e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -12034632.000000 Penalty: 5779.793457
	Iteration 5F: 3 clusters Score -1.203463e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85114 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -12041452.000000 Penalty: 5779.793457
	Iteration 6F: 3 clusters Score -1.204145e+07 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93786 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -12049827.000000 Penalty: 5779.793457
	Iteration 7F: 3 clusters Score -1.204983e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -12056798.000000 Penalty: 5779.793457
	Iteration 8F: 3 clusters Score -1.20568e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -12061231.000000 Penalty: 5779.793457
	Iteration 9Q: 3 clusters Score -1.206123e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108739 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -12063671.000000 Penalty: 5779.793457
	Iteration 10Q: 3 clusters Score -1.206367e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110604 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -12065026.000000 Penalty: 5779.793457
	Iteration 11Q: 3 clusters Score -1.206503e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111782 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -12065846.000000 Penalty: 5779.793457
	Iteration 12Q: 3 clusters Score -1.206585e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112517 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12066299.000000 Penalty: 5779.793457
	Iteration 13Q: 3 clusters Score -1.20663e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -12066605.000000 Penalty: 5779.793457
	Iteration 14Q: 3 clusters Score -1.20666e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113308 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -12066788.000000 Penalty: 5779.793457
	Iteration 15Q: 3 clusters Score -1.206679e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113505 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12066919.000000 Penalty: 5779.793457
	Iteration 16Q: 3 clusters Score -1.206692e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -12066980.000000 Penalty: 5779.793457
	Iteration 17Q: 3 clusters Score -1.206698e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113726 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -12067044.000000 Penalty: 5779.793457
	Iteration 18Q: 3 clusters Score -1.206704e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113804 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -12067065.000000 Penalty: 5779.793457
	Iteration 19Q: 3 clusters Score -1.206706e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113856 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12067084.000000 Penalty: 5779.793457
	Iteration 20F: 3 clusters Score -1.206708e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113893 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -12067095.000000 Penalty: 5779.793457
	Iteration 21Q: 3 clusters Score -1.20671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -12067110.000000 Penalty: 5779.793457
	Iteration 22Q: 3 clusters Score -1.206711e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113954 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12067125.000000 Penalty: 5779.793457
	Iteration 23Q: 3 clusters Score -1.206712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12067140.000000 Penalty: 5779.793457
	Iteration 24Q: 3 clusters Score -1.206714e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12067169.000000 Penalty: 5779.793457
	Iteration 25Q: 3 clusters Score -1.206717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12067170.000000 Penalty: 5779.793457
	Iteration 26Q: 3 clusters Score -1.206717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114039 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12067166.000000 Penalty: 5779.793457
	Iteration 27Q: 3 clusters Score -1.206717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114048 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -12067164.000000 Penalty: 5779.793457
	Iteration 28Q: 3 clusters Score -1.206716e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114060 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12067170.000000 Penalty: 5779.793457
	Iteration 29Q: 3 clusters Score -1.206717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12067167.000000 Penalty: 5779.793457
	Iteration 30Q: 3 clusters Score -1.206717e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114078 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12067157.000000 Penalty: 5779.793457
	Iteration 31Q: 3 clusters Score -1.206716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -12067156.000000 Penalty: 5779.793457
	Iteration 32Q: 3 clusters Score -1.206716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12067159.000000 Penalty: 5779.793457
	Iteration 33Q: 3 clusters Score -1.206716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12067171.000000 Penalty: 5779.793457
	Iteration 34Q: 3 clusters Score -1.206717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -12067183.000000 Penalty: 5779.793457
	Iteration 35Q: 3 clusters Score -1.206718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114113 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -12067185.000000 Penalty: 5779.793457
	Iteration 36Q: 3 clusters Score -1.206718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114114 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12067192.000000 Penalty: 5779.793457
	Iteration 37Q: 3 clusters Score -1.206719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12067190.000000 Penalty: 5779.793457
	Iteration 38Q: 3 clusters Score -1.206719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -12067187.000000 Penalty: 5779.793457
	Iteration 39Q: 3 clusters Score -1.206719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -12067190.000000 Penalty: 5779.793457
	Iteration 40F: 3 clusters Score -1.206719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -12067197.000000 Penalty: 5779.793457
	Iteration 41Q: 3 clusters Score -1.20672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114129 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12067191.000000 Penalty: 5779.793457
	Iteration 42Q: 3 clusters Score -1.206719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12067187.000000 Penalty: 5779.793457
	Iteration 43Q: 3 clusters Score -1.206719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12067187.000000 Penalty: 5779.793457
	Iteration 44F: 3 clusters Score -1.206719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 24127 members 
Mstep: Class 6 contains 31479 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 11 contains 34852 members 
Mstep: Class 14 contains 205873 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 24991 members 
Mstep: Class 19 contains 176031 members 
Mstep: Class 20 contains 15192 members 
Mstep: Class 21 contains 18983 members 
Mstep: Class 22 contains 115014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70041200.000000 Penalty: 49969.234375
Iteration 39Q: 16 clusters Score -7.00412e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 11000 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 31454 members 
Mstep: Class 9 contains 16583 members 
Mstep: Class 11 contains 35241 members 
Mstep: Class 14 contains 209540 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 24921 members 
Mstep: Class 19 contains 173982 members 
Mstep: Class 20 contains 15074 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 114112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70040704.000000 Penalty: 49969.234375
Iteration 40F: 16 clusters Score -7.00407e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 11155 members 
Mstep: Class 5 contains 22602 members 
Mstep: Class 6 contains 31441 members 
Mstep: Class 9 contains 16296 members 
Mstep: Class 11 contains 35697 members 
Mstep: Class 14 contains 213100 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1139 members 
Mstep: Class 17 contains 24888 members 
Mstep: Class 19 contains 171778 members 
Mstep: Class 20 contains 14974 members 
Mstep: Class 21 contains 19069 members 
Mstep: Class 22 contains 113192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 16 clusters Score -7.003919e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 21995 members 
Mstep: Class 6 contains 31452 members 
Mstep: Class 9 contains 16053 members 
Mstep: Class 11 contains 36194 members 
Mstep: Class 14 contains 215582 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 24915 members 
Mstep: Class 19 contains 169841 members 
Mstep: Class 20 contains 14875 members 
Mstep: Class 21 contains 19127 members 
Mstep: Class 22 contains 112785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70038240.000000 Penalty: 49969.234375
Iteration 42Q: 16 clusters Score -7.003824e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 11489 members 
Mstep: Class 5 contains 21436 members 
Mstep: Class 6 contains 31504 members 
Mstep: Class 9 contains 15836 members 
Mstep: Class 11 contains 36679 members 
Mstep: Class 14 contains 217117 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 24923 members 
Mstep: Class 19 contains 168276 members 
Mstep: Class 20 contains 14760 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 112862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70037424.000000 Penalty: 49969.234375
Iteration 43Q: 16 clusters Score -7.003742e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 20958 members 
Mstep: Class 6 contains 31569 members 
Mstep: Class 9 contains 15653 members 
Mstep: Class 11 contains 37213 members 
Mstep: Class 14 contains 217821 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 24974 members 
Mstep: Class 19 contains 166994 members 
Mstep: Class 20 contains 14637 members 
Mstep: Class 21 contains 19241 members 
Mstep: Class 22 contains 113317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70036912.000000 Penalty: 49969.234375
Iteration 44Q: 16 clusters Score -7.003691e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 20492 members 
Mstep: Class 6 contains 31634 members 
Mstep: Class 9 contains 15446 members 
Mstep: Class 11 contains 37705 members 
Mstep: Class 14 contains 217736 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25013 members 
Mstep: Class 19 contains 166239 members 
Mstep: Class 20 contains 14549 members 
Mstep: Class 21 contains 19277 members 
Mstep: Class 22 contains 114099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70036848.000000 Penalty: 49969.234375
Iteration 45Q: 16 clusters Score -7.003685e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 20060 members 
Mstep: Class 6 contains 31730 members 
Mstep: Class 9 contains 15217 members 
Mstep: Class 11 contains 38164 members 
Mstep: Class 14 contains 217025 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25059 members 
Mstep: Class 19 contains 165798 members 
Mstep: Class 20 contains 14463 members 
Mstep: Class 21 contains 19313 members 
Mstep: Class 22 contains 115118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 16 clusters Score -7.003699e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 12329 members 
Mstep: Class 5 contains 19630 members 
Mstep: Class 6 contains 31808 members 
Mstep: Class 9 contains 15001 members 
Mstep: Class 11 contains 38642 members 
Mstep: Class 14 contains 215813 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25125 members 
Mstep: Class 19 contains 165713 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 19348 members 
Mstep: Class 22 contains 116269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70037464.000000 Penalty: 49969.234375
Iteration 47Q: 16 clusters Score -7.003746e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 12596 members 
Mstep: Class 5 contains 19175 members 
Mstep: Class 6 contains 31872 members 
Mstep: Class 9 contains 14823 members 
Mstep: Class 11 contains 39081 members 
Mstep: Class 14 contains 214358 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25177 members 
Mstep: Class 19 contains 165872 members 
Mstep: Class 20 contains 14265 members 
Mstep: Class 21 contains 19378 members 
Mstep: Class 22 contains 117455 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 16 clusters Score -7.003834e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 12839 members 
Mstep: Class 5 contains 18730 members 
Mstep: Class 6 contains 31901 members 
Mstep: Class 9 contains 14621 members 
Mstep: Class 11 contains 39456 members 
Mstep: Class 14 contains 212746 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25215 members 
Mstep: Class 19 contains 166281 members 
Mstep: Class 20 contains 14175 members 
Mstep: Class 21 contains 19406 members 
Mstep: Class 22 contains 118684 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 16 clusters Score -7.00395e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 13092 members 
Mstep: Class 5 contains 18281 members 
Mstep: Class 6 contains 31916 members 
Mstep: Class 9 contains 14426 members 
Mstep: Class 11 contains 39807 members 
Mstep: Class 14 contains 211046 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25243 members 
Mstep: Class 19 contains 166838 members 
Mstep: Class 20 contains 14057 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 119916 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 16 clusters Score -7.00402e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 4 contains 13330 members 
Mstep: Class 5 contains 17863 members 
Mstep: Class 6 contains 31899 members 
Mstep: Class 9 contains 14246 members 
Mstep: Class 11 contains 40070 members 
Mstep: Class 14 contains 209483 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 25268 members 
Mstep: Class 19 contains 167443 members 
Mstep: Class 20 contains 13941 members 
Mstep: Class 21 contains 19498 members 
Mstep: Class 22 contains 121038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70041448.000000 Penalty: 49969.234375
Iteration 51Q: 16 clusters Score -7.004145e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 13571 members 
Mstep: Class 5 contains 17401 members 
Mstep: Class 6 contains 31868 members 
Mstep: Class 9 contains 14076 members 
Mstep: Class 11 contains 40296 members 
Mstep: Class 14 contains 207985 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 25285 members 
Mstep: Class 19 contains 168174 members 
Mstep: Class 20 contains 13840 members 
Mstep: Class 21 contains 19528 members 
Mstep: Class 22 contains 122055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70042640.000000 Penalty: 49969.234375
Iteration 52Q: 16 clusters Score -7.004264e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 13799 members 
Mstep: Class 5 contains 16878 members 
Mstep: Class 6 contains 31846 members 
Mstep: Class 9 contains 13890 members 
Mstep: Class 11 contains 40497 members 
Mstep: Class 14 contains 206607 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25268 members 
Mstep: Class 19 contains 168978 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 19569 members 
Mstep: Class 22 contains 123023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044056.000000 Penalty: 49969.234375
Iteration 53Q: 16 clusters Score -7.004406e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 14046 members 
Mstep: Class 5 contains 16352 members 
Mstep: Class 6 contains 31822 members 
Mstep: Class 9 contains 13691 members 
Mstep: Class 11 contains 40653 members 
Mstep: Class 14 contains 205267 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25234 members 
Mstep: Class 19 contains 169908 members 
Mstep: Class 20 contains 13620 members 
Mstep: Class 21 contains 19612 members 
Mstep: Class 22 contains 123887 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 16 clusters Score -7.004501e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 15870 members 
Mstep: Class 6 contains 31783 members 
Mstep: Class 9 contains 13468 members 
Mstep: Class 11 contains 40782 members 
Mstep: Class 14 contains 204059 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1140 members 
Mstep: Class 17 contains 25179 members 
Mstep: Class 19 contains 170896 members 
Mstep: Class 20 contains 13521 members 
Mstep: Class 21 contains 19645 members 
Mstep: Class 22 contains 124575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70046160.000000 Penalty: 49969.234375
Iteration 55Q: 16 clusters Score -7.004616e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 14566 members 
Mstep: Class 5 contains 15405 members 
Mstep: Class 6 contains 31731 members 
Mstep: Class 9 contains 13250 members 
Mstep: Class 11 contains 40876 members 
Mstep: Class 14 contains 203025 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 25120 members 
Mstep: Class 19 contains 171902 members 
Mstep: Class 20 contains 13429 members 
Mstep: Class 21 contains 19685 members 
Mstep: Class 22 contains 125094 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 16 clusters Score -7.004707e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 14812 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 31676 members 
Mstep: Class 9 contains 13034 members 
Mstep: Class 11 contains 40934 members 
Mstep: Class 14 contains 202253 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 25024 members 
Mstep: Class 19 contains 172910 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 125397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70047720.000000 Penalty: 49969.234375
Iteration 57Q: 16 clusters Score -7.004772e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 15045 members 
Mstep: Class 5 contains 14561 members 
Mstep: Class 6 contains 31608 members 
Mstep: Class 9 contains 12828 members 
Mstep: Class 11 contains 40988 members 
Mstep: Class 14 contains 201561 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 19 contains 174015 members 
Mstep: Class 20 contains 13223 members 
Mstep: Class 21 contains 19774 members 
Mstep: Class 22 contains 125537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048504.000000 Penalty: 49969.234375
Iteration 58Q: 16 clusters Score -7.00485e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 15253 members 
Mstep: Class 5 contains 14164 members 
Mstep: Class 6 contains 31552 members 
Mstep: Class 9 contains 12622 members 
Mstep: Class 11 contains 41039 members 
Mstep: Class 14 contains 200984 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 19 contains 175119 members 
Mstep: Class 20 contains 13127 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 125547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70049152.000000 Penalty: 49969.234375
Iteration 59Q: 16 clusters Score -7.004915e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 15472 members 
Mstep: Class 5 contains 13792 members 
Mstep: Class 6 contains 31478 members 
Mstep: Class 9 contains 12418 members 
Mstep: Class 11 contains 41058 members 
Mstep: Class 14 contains 200515 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24744 members 
Mstep: Class 19 contains 176210 members 
Mstep: Class 20 contains 13025 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 22 contains 125457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050016.000000 Penalty: 49969.234375
Iteration 60F: 16 clusters Score -7.005002e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 15698 members 
Mstep: Class 5 contains 13414 members 
Mstep: Class 6 contains 31426 members 
Mstep: Class 9 contains 12241 members 
Mstep: Class 11 contains 41060 members 
Mstep: Class 14 contains 200126 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24637 members 
Mstep: Class 19 contains 177311 members 
Mstep: Class 20 contains 12924 members 
Mstep: Class 21 contains 19888 members 
Mstep: Class 22 contains 125273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050712.000000 Penalty: 49969.234375
Iteration 61Q: 16 clusters Score -7.005071e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 15909 members 
Mstep: Class 5 contains 13056 members 
Mstep: Class 6 contains 31381 members 
Mstep: Class 9 contains 12093 members 
Mstep: Class 11 contains 41048 members 
Mstep: Class 14 contains 199752 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24547 members 
Mstep: Class 19 contains 178417 members 
Mstep: Class 20 contains 12802 members 
Mstep: Class 21 contains 19937 members 
Mstep: Class 22 contains 125030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70051472.000000 Penalty: 49969.234375
Iteration 62Q: 16 clusters Score -7.005147e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 16137 members 
Mstep: Class 5 contains 12690 members 
Mstep: Class 6 contains 31346 members 
Mstep: Class 9 contains 11926 members 
Mstep: Class 11 contains 41027 members 
Mstep: Class 14 contains 199456 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24440 members 
Mstep: Class 19 contains 179529 members 
Mstep: Class 20 contains 12695 members 
Mstep: Class 21 contains 19988 members 
Mstep: Class 22 contains 124722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052064.000000 Penalty: 49969.234375
Iteration 63Q: 16 clusters Score -7.005206e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 16348 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 6 contains 31304 members 
Mstep: Class 9 contains 11760 members 
Mstep: Class 11 contains 40979 members 
Mstep: Class 14 contains 199232 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24345 members 
Mstep: Class 19 contains 180627 members 
Mstep: Class 20 contains 12609 members 
Mstep: Class 21 contains 20037 members 
Mstep: Class 22 contains 124358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052496.000000 Penalty: 49969.234375
Iteration 64Q: 16 clusters Score -7.00525e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 16549 members 
Mstep: Class 5 contains 11990 members 
Mstep: Class 6 contains 31255 members 
Mstep: Class 9 contains 11613 members 
Mstep: Class 11 contains 40931 members 
Mstep: Class 14 contains 199046 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24254 members 
Mstep: Class 19 contains 181767 members 
Mstep: Class 20 contains 12528 members 
Mstep: Class 21 contains 20071 members 
Mstep: Class 22 contains 123917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052968.000000 Penalty: 49969.234375
Iteration 65Q: 16 clusters Score -7.005297e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 16754 members 
Mstep: Class 5 contains 11668 members 
Mstep: Class 6 contains 31203 members 
Mstep: Class 9 contains 11462 members 
Mstep: Class 11 contains 40877 members 
Mstep: Class 14 contains 198975 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24149 members 
Mstep: Class 19 contains 182851 members 
Mstep: Class 20 contains 12448 members 
Mstep: Class 21 contains 20105 members 
Mstep: Class 22 contains 123402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053336.000000 Penalty: 49969.234375
Iteration 66Q: 16 clusters Score -7.005334e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 16952 members 
Mstep: Class 5 contains 11373 members 
Mstep: Class 6 contains 31160 members 
Mstep: Class 9 contains 11308 members 
Mstep: Class 11 contains 40829 members 
Mstep: Class 14 contains 198924 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 24052 members 
Mstep: Class 19 contains 183920 members 
Mstep: Class 20 contains 12352 members 
Mstep: Class 21 contains 20167 members 
Mstep: Class 22 contains 122833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053672.000000 Penalty: 49969.234375
Iteration 67Q: 16 clusters Score -7.005367e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 17147 members 
Mstep: Class 5 contains 11060 members 
Mstep: Class 6 contains 31115 members 
Mstep: Class 9 contains 11177 members 
Mstep: Class 11 contains 40801 members 
Mstep: Class 14 contains 198883 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 23947 members 
Mstep: Class 19 contains 184988 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 20225 members 
Mstep: Class 22 contains 122246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054128.000000 Penalty: 49969.234375
Iteration 68Q: 16 clusters Score -7.005413e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 17352 members 
Mstep: Class 5 contains 10748 members 
Mstep: Class 6 contains 31088 members 
Mstep: Class 9 contains 11029 members 
Mstep: Class 11 contains 40782 members 
Mstep: Class 14 contains 198867 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 23843 members 
Mstep: Class 19 contains 186125 members 
Mstep: Class 20 contains 12143 members 
Mstep: Class 21 contains 20272 members 
Mstep: Class 22 contains 121581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054464.000000 Penalty: 49969.234375
Iteration 69Q: 16 clusters Score -7.005446e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 17544 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 31063 members 
Mstep: Class 9 contains 10892 members 
Mstep: Class 11 contains 40741 members 
Mstep: Class 14 contains 198794 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1141 members 
Mstep: Class 17 contains 23753 members 
Mstep: Class 19 contains 187238 members 
Mstep: Class 20 contains 12044 members 
Mstep: Class 21 contains 20326 members 
Mstep: Class 22 contains 120957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054552.000000 Penalty: 49969.234375
Iteration 70Q: 16 clusters Score -7.005455e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 17748 members 
Mstep: Class 5 contains 10227 members 
Mstep: Class 6 contains 31032 members 
Mstep: Class 9 contains 10737 members 
Mstep: Class 11 contains 40701 members 
Mstep: Class 14 contains 198781 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 23657 members 
Mstep: Class 19 contains 188361 members 
Mstep: Class 20 contains 11942 members 
Mstep: Class 21 contains 20386 members 
Mstep: Class 22 contains 120235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054872.000000 Penalty: 49969.234375
Iteration 71Q: 16 clusters Score -7.005487e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 17936 members 
Mstep: Class 5 contains 9951 members 
Mstep: Class 6 contains 31003 members 
Mstep: Class 9 contains 10605 members 
Mstep: Class 11 contains 40681 members 
Mstep: Class 14 contains 198806 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 23576 members 
Mstep: Class 19 contains 189501 members 
Mstep: Class 20 contains 11841 members 
Mstep: Class 21 contains 20433 members 
Mstep: Class 22 contains 119461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054928.000000 Penalty: 49969.234375
Iteration 72Q: 16 clusters Score -7.005493e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 18153 members 
Mstep: Class 5 contains 9687 members 
Mstep: Class 6 contains 30988 members 
Mstep: Class 9 contains 10483 members 
Mstep: Class 11 contains 40635 members 
Mstep: Class 14 contains 198858 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 23486 members 
Mstep: Class 19 contains 190621 members 
Mstep: Class 20 contains 11731 members 
Mstep: Class 21 contains 20486 members 
Mstep: Class 22 contains 118657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055384.000000 Penalty: 49969.234375
Iteration 73Q: 16 clusters Score -7.005538e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 18389 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 30972 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 14 contains 198876 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 23395 members 
Mstep: Class 19 contains 191788 members 
Mstep: Class 20 contains 11608 members 
Mstep: Class 21 contains 20534 members 
Mstep: Class 22 contains 117796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055592.000000 Penalty: 49969.234375
Iteration 74Q: 16 clusters Score -7.005559e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 18615 members 
Mstep: Class 5 contains 9191 members 
Mstep: Class 6 contains 30944 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 11 contains 40592 members 
Mstep: Class 14 contains 198884 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 23296 members 
Mstep: Class 19 contains 193040 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 20582 members 
Mstep: Class 22 contains 116895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055944.000000 Penalty: 49969.234375
Iteration 75Q: 16 clusters Score -7.005594e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 18830 members 
Mstep: Class 5 contains 8968 members 
Mstep: Class 6 contains 30927 members 
Mstep: Class 9 contains 10139 members 
Mstep: Class 11 contains 40585 members 
Mstep: Class 14 contains 198909 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 23204 members 
Mstep: Class 19 contains 194263 members 
Mstep: Class 20 contains 11372 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 115935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056288.000000 Penalty: 49969.234375
Iteration 76Q: 16 clusters Score -7.005629e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 19029 members 
Mstep: Class 5 contains 8731 members 
Mstep: Class 6 contains 30916 members 
Mstep: Class 9 contains 10027 members 
Mstep: Class 11 contains 40580 members 
Mstep: Class 14 contains 198943 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 23112 members 
Mstep: Class 19 contains 195509 members 
Mstep: Class 20 contains 11256 members 
Mstep: Class 21 contains 20705 members 
Mstep: Class 22 contains 114958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056784.000000 Penalty: 49969.234375
Iteration 77Q: 16 clusters Score -7.005678e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 19208 members 
Mstep: Class 5 contains 8528 members 
Mstep: Class 6 contains 30900 members 
Mstep: Class 9 contains 9932 members 
Mstep: Class 11 contains 40570 members 
Mstep: Class 14 contains 198959 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 23023 members 
Mstep: Class 19 contains 196717 members 
Mstep: Class 20 contains 11142 members 
Mstep: Class 21 contains 20767 members 
Mstep: Class 22 contains 114007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056904.000000 Penalty: 49969.234375
Iteration 78Q: 16 clusters Score -7.00569e+07 nChanged 2434
Entering ConstructFrom: 
Score: -70056904.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (4294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Entering Unmasked Estep 
Score: -431308.218750 Penalty: 2074.513672
	Iteration 0F: 2 clusters Score -431308.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -427266.625000 Penalty: 4149.027344
	Iteration 0F: 3 clusters Score -427266.6 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -428201.343750 Penalty: 4149.027344
	Iteration 1F: 3 clusters Score -428201.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -428447.343750 Penalty: 4149.027344
	Iteration 2F: 3 clusters Score -428447.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -428604.468750 Penalty: 4149.027344
	Iteration 3F: 3 clusters Score -428604.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -428707.531250 Penalty: 4149.027344
	Iteration 4Q: 3 clusters Score -428707.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -428778.875000 Penalty: 4149.027344
	Iteration 5Q: 3 clusters Score -428778.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -428827.968750 Penalty: 4149.027344
	Iteration 6Q: 3 clusters Score -428828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -428874.156250 Penalty: 4149.027344
	Iteration 7Q: 3 clusters Score -428874.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -428920.375000 Penalty: 4149.027344
	Iteration 8Q: 3 clusters Score -428920.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -428959.937500 Penalty: 4149.027344
	Iteration 9Q: 3 clusters Score -428959.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -429001.750000 Penalty: 4149.027344
	Iteration 10Q: 3 clusters Score -429001.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -429032.500000 Penalty: 4149.027344
	Iteration 11Q: 3 clusters Score -429032.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -429063.312500 Penalty: 4149.027344
	Iteration 12Q: 3 clusters Score -429063.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -429092.656250 Penalty: 4149.027344
	Iteration 13Q: 3 clusters Score -429092.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -429123.031250 Penalty: 4149.027344
	Iteration 14Q: 3 clusters Score -429123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -429156.312500 Penalty: 4149.027344
	Iteration 15Q: 3 clusters Score -429156.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -429206.312500 Penalty: 4149.027344
	Iteration 16Q: 3 clusters Score -429206.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -429253.062500 Penalty: 4149.027344
	Iteration 17Q: 3 clusters Score -429253.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -429292.656250 Penalty: 4149.027344
	Iteration 18Q: 3 clusters Score -429292.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -429325.437500 Penalty: 4149.027344
	Iteration 19Q: 3 clusters Score -429325.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -429374.906250 Penalty: 4149.027344
	Iteration 20F: 3 clusters Score -429374.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -429425.875000 Penalty: 4149.027344
	Iteration 21Q: 3 clusters Score -429425.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -429459.031250 Penalty: 4149.027344
	Iteration 22Q: 3 clusters Score -429459 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -429493.968750 Penalty: 4149.027344
	Iteration 23Q: 3 clusters Score -429494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -429528.406250 Penalty: 4149.027344
	Iteration 24Q: 3 clusters Score -429528.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -429559.250000 Penalty: 4149.027344
	Iteration 25Q: 3 clusters Score -429559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -429576.375000 Penalty: 4149.027344
	Iteration 26Q: 3 clusters Score -429576.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -429590.281250 Penalty: 4149.027344
	Iteration 27Q: 3 clusters Score -429590.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -429602.437500 Penalty: 4149.027344
	Iteration 28Q: 3 clusters Score -429602.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -429609.156250 Penalty: 4149.027344
	Iteration 29Q: 3 clusters Score -429609.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -429614.656250 Penalty: 4149.027344
	Iteration 30Q: 3 clusters Score -429614.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -429619.937500 Penalty: 4149.027344
	Iteration 31Q: 3 clusters Score -429619.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -429625.000000 Penalty: 4149.027344
	Iteration 32Q: 3 clusters Score -429625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -429630.656250 Penalty: 4149.027344
	Iteration 33Q: 3 clusters Score -429630.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -429635.750000 Penalty: 4149.027344
	Iteration 34Q: 3 clusters Score -429635.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -429638.406250 Penalty: 4149.027344
	Iteration 35Q: 3 clusters Score -429638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -429641.375000 Penalty: 4149.027344
	Iteration 36Q: 3 clusters Score -429641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -429644.000000 Penalty: 4149.027344
	Iteration 37Q: 3 clusters Score -429644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -429647.562500 Penalty: 4149.027344
	Iteration 38Q: 3 clusters Score -429647.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -429654.375000 Penalty: 4149.027344
	Iteration 39Q: 3 clusters Score -429654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -429657.156250 Penalty: 4149.027344
	Iteration 40F: 3 clusters Score -429657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -429659.687500 Penalty: 4149.027344
	Iteration 41Q: 3 clusters Score -429659.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -429663.406250 Penalty: 4149.027344
	Iteration 42Q: 3 clusters Score -429663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -429663.406250 Penalty: 4149.027344
	Iteration 43Q: 3 clusters Score -429663.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -429663.812500 Penalty: 4149.027344
	Iteration 44Q: 3 clusters Score -429663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -429664.781250 Penalty: 4149.027344
	Iteration 45Q: 3 clusters Score -429664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -429666.562500 Penalty: 4149.027344
	Iteration 46Q: 3 clusters Score -429666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -429667.562500 Penalty: 4149.027344
	Iteration 47Q: 3 clusters Score -429667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -429671.781250 Penalty: 4149.027344
	Iteration 48Q: 3 clusters Score -429671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -429675.656250 Penalty: 4149.027344
	Iteration 49Q: 3 clusters Score -429675.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -429680.250000 Penalty: 4149.027344
	Iteration 50Q: 3 clusters Score -429680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -429681.812500 Penalty: 4149.027344
	Iteration 51Q: 3 clusters Score -429681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -429684.656250 Penalty: 4149.027344
	Iteration 52Q: 3 clusters Score -429684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -429686.562500 Penalty: 4149.027344
	Iteration 53Q: 3 clusters Score -429686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -429692.500000 Penalty: 4149.027344
	Iteration 54Q: 3 clusters Score -429692.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -429697.750000 Penalty: 4149.027344
	Iteration 55Q: 3 clusters Score -429697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -429701.031250 Penalty: 4149.027344
	Iteration 56Q: 3 clusters Score -429701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -429706.000000 Penalty: 4149.027344
	Iteration 57Q: 3 clusters Score -429706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -429709.187500 Penalty: 4149.027344
	Iteration 58Q: 3 clusters Score -429709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -429714.406250 Penalty: 4149.027344
	Iteration 59Q: 3 clusters Score -429714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -429716.093750 Penalty: 4149.027344
	Iteration 60F: 3 clusters Score -429716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -429717.875000 Penalty: 4149.027344
	Iteration 61Q: 3 clusters Score -429717.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -429720.093750 Penalty: 4149.027344
	Iteration 62Q: 3 clusters Score -429720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -429722.406250 Penalty: 4149.027344
	Iteration 63Q: 3 clusters Score -429722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -429722.406250 Penalty: 4149.027344
	Iteration 64Q: 3 clusters Score -429722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -429722.406250 Penalty: 4149.027344
	Iteration 65F: 3 clusters Score -429722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -171645.906250 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -171645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -169154.750000 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -169154.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -169932.750000 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -169932.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -170302.625000 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -170302.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -170522.828125 Penalty: 3746.690186
	Iteration 3F: 3 clusters Score -170522.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -170657.046875 Penalty: 3746.690186
	Iteration 4F: 3 clusters Score -170657 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -170771.734375 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -170771.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -170865.796875 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -170865.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -170936.546875 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -170936.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171031.015625 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -171031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -171185.468750 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -171185.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171390.968750 Penalty: 3746.690186
	Iteration 10Q: 3 clusters Score -171391 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -171485.515625 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -171485.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -171494.187500 Penalty: 3746.690186
	Iteration 12Q: 3 clusters Score -171494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -171499.062500 Penalty: 3746.690186
	Iteration 13Q: 3 clusters Score -171499.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -171501.437500 Penalty: 3746.690186
	Iteration 14Q: 3 clusters Score -171501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -171501.625000 Penalty: 3746.690186
	Iteration 15Q: 3 clusters Score -171501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -171503.453125 Penalty: 3746.690186
	Iteration 16Q: 3 clusters Score -171503.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -171504.109375 Penalty: 3746.690186
	Iteration 17Q: 3 clusters Score -171504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171504.906250 Penalty: 3746.690186
	Iteration 18Q: 3 clusters Score -171504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -171509.093750 Penalty: 3746.690186
	Iteration 19F: 3 clusters Score -171509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -171527.515625 Penalty: 3746.690186
	Iteration 20F: 3 clusters Score -171527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -171533.343750 Penalty: 3746.690186
	Iteration 21Q: 3 clusters Score -171533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171540.515625 Penalty: 3746.690186
	Iteration 22Q: 3 clusters Score -171540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171548.015625 Penalty: 3746.690186
	Iteration 23Q: 3 clusters Score -171548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -171553.921875 Penalty: 3746.690186
	Iteration 24Q: 3 clusters Score -171553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171556.531250 Penalty: 3746.690186
	Iteration 25Q: 3 clusters Score -171556.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -171556.531250 Penalty: 3746.690186
	Iteration 26F: 3 clusters Score -171556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Entering Unmasked Estep 
Score: -2027632.125000 Penalty: 2448.229736
	Iteration 0F: 2 clusters Score -2027632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2013940.625000 Penalty: 4896.459473
	Iteration 0F: 3 clusters Score -2013941 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2018592.375000 Penalty: 4896.459473
	Iteration 1F: 3 clusters Score -2018592 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2018981.375000 Penalty: 4896.459473
	Iteration 2F: 3 clusters Score -2018981 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2019391.125000 Penalty: 4896.459473
	Iteration 3Q: 3 clusters Score -2019391 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2019864.750000 Penalty: 4896.459473
	Iteration 4Q: 3 clusters Score -2019865 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2020468.250000 Penalty: 4896.459473
	Iteration 5F: 3 clusters Score -2020468 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2021263.375000 Penalty: 4896.459473
	Iteration 6F: 3 clusters Score -2021263 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2022236.750000 Penalty: 4896.459473
	Iteration 7F: 3 clusters Score -2022237 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2023252.000000 Penalty: 4896.459473
	Iteration 8F: 3 clusters Score -2023252 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2024116.500000 Penalty: 4896.459473
	Iteration 9F: 3 clusters Score -2024116 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2024741.125000 Penalty: 4896.459473
	Iteration 10Q: 3 clusters Score -2024741 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2025072.625000 Penalty: 4896.459473
	Iteration 11Q: 3 clusters Score -2025073 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2025248.750000 Penalty: 4896.459473
	Iteration 12Q: 3 clusters Score -2025249 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2025350.500000 Penalty: 4896.459473
	Iteration 13Q: 3 clusters Score -2025350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2025395.375000 Penalty: 4896.459473
	Iteration 14Q: 3 clusters Score -2025395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2025430.000000 Penalty: 4896.459473
	Iteration 15Q: 3 clusters Score -2025430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2025457.375000 Penalty: 4896.459473
	Iteration 16Q: 3 clusters Score -2025457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2025480.500000 Penalty: 4896.459473
	Iteration 17Q: 3 clusters Score -2025480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2025486.875000 Penalty: 4896.459473
	Iteration 18Q: 3 clusters Score -2025487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2025489.875000 Penalty: 4896.459473
	Iteration 19Q: 3 clusters Score -2025490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2025491.250000 Penalty: 4896.459473
	Iteration 20F: 3 clusters Score -2025491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2025492.500000 Penalty: 4896.459473
	Iteration 21Q: 3 clusters Score -2025492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2025492.500000 Penalty: 4896.459473
	Iteration 22F: 3 clusters Score -2025492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -895011.875000 Penalty: 2238.253418
	Iteration 0F: 2 clusters Score -895011.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -888373.375000 Penalty: 4476.506836
	Iteration 0F: 3 clusters Score -888373.4 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -890249.750000 Penalty: 4476.506836
	Iteration 1F: 3 clusters Score -890249.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -890528.125000 Penalty: 4476.506836
	Iteration 2F: 3 clusters Score -890528.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -890706.250000 Penalty: 4476.506836
	Iteration 3Q: 3 clusters Score -890706.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -890836.125000 Penalty: 4476.506836
	Iteration 4Q: 3 clusters Score -890836.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -890942.062500 Penalty: 4476.506836
	Iteration 5Q: 3 clusters Score -890942.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -891051.687500 Penalty: 4476.506836
	Iteration 6Q: 3 clusters Score -891051.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -891161.250000 Penalty: 4476.506836
	Iteration 7Q: 3 clusters Score -891161.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -891290.437500 Penalty: 4476.506836
	Iteration 8Q: 3 clusters Score -891290.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -891430.375000 Penalty: 4476.506836
	Iteration 9Q: 3 clusters Score -891430.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -891572.125000 Penalty: 4476.506836
	Iteration 10Q: 3 clusters Score -891572.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -891720.625000 Penalty: 4476.506836
	Iteration 11Q: 3 clusters Score -891720.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -891870.125000 Penalty: 4476.506836
	Iteration 12Q: 3 clusters Score -891870.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -892051.125000 Penalty: 4476.506836
	Iteration 13Q: 3 clusters Score -892051.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -892246.687500 Penalty: 4476.506836
	Iteration 14Q: 3 clusters Score -892246.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -892407.062500 Penalty: 4476.506836
	Iteration 15Q: 3 clusters Score -892407.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -892539.812500 Penalty: 4476.506836
	Iteration 16Q: 3 clusters Score -892539.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -892664.500000 Penalty: 4476.506836
	Iteration 17Q: 3 clusters Score -892664.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -892757.875000 Penalty: 4476.506836
	Iteration 18Q: 3 clusters Score -892757.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -892844.937500 Penalty: 4476.506836
	Iteration 19Q: 3 clusters Score -892844.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -892917.500000 Penalty: 4476.506836
	Iteration 20F: 3 clusters Score -892917.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -892957.875000 Penalty: 4476.506836
	Iteration 21Q: 3 clusters Score -892957.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -892978.062500 Penalty: 4476.506836
	Iteration 22Q: 3 clusters Score -892978.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -892995.250000 Penalty: 4476.506836
	Iteration 23Q: 3 clusters Score -892995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -893012.062500 Penalty: 4476.506836
	Iteration 24Q: 3 clusters Score -893012.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -893026.937500 Penalty: 4476.506836
	Iteration 25Q: 3 clusters Score -893026.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -893042.625000 Penalty: 4476.506836
	Iteration 26Q: 3 clusters Score -893042.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -893050.625000 Penalty: 4476.506836
	Iteration 27Q: 3 clusters Score -893050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -893056.312500 Penalty: 4476.506836
	Iteration 28Q: 3 clusters Score -893056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -893058.625000 Penalty: 4476.506836
	Iteration 29Q: 3 clusters Score -893058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -893059.687500 Penalty: 4476.506836
	Iteration 30Q: 3 clusters Score -893059.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -893061.437500 Penalty: 4476.506836
	Iteration 31Q: 3 clusters Score -893061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -893062.125000 Penalty: 4476.506836
	Iteration 32Q: 3 clusters Score -893062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -893065.187500 Penalty: 4476.506836
	Iteration 33Q: 3 clusters Score -893065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -893070.312500 Penalty: 4476.506836
	Iteration 34Q: 3 clusters Score -893070.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -893075.562500 Penalty: 4476.506836
	Iteration 35Q: 3 clusters Score -893075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -893080.125000 Penalty: 4476.506836
	Iteration 36Q: 3 clusters Score -893080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -893082.000000 Penalty: 4476.506836
	Iteration 37Q: 3 clusters Score -893082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -893082.875000 Penalty: 4476.506836
	Iteration 38Q: 3 clusters Score -893082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -893082.875000 Penalty: 4476.506836
	Iteration 39F: 3 clusters Score -893082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Entering Unmasked Estep 
Score: -3240627.500000 Penalty: 2563.806396
	Iteration 0F: 2 clusters Score -3240628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3219511.750000 Penalty: 5127.612793
	Iteration 0F: 3 clusters Score -3219512 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3227160.500000 Penalty: 5127.612793
	Iteration 1F: 3 clusters Score -3227160 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3227706.500000 Penalty: 5127.612793
	Iteration 2Q: 3 clusters Score -3227706 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3228291.500000 Penalty: 5127.612793
	Iteration 3Q: 3 clusters Score -3228292 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3228975.000000 Penalty: 5127.612793
	Iteration 4Q: 3 clusters Score -3228975 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3229786.500000 Penalty: 5127.612793
	Iteration 5F: 3 clusters Score -3229786 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3230607.000000 Penalty: 5127.612793
	Iteration 6F: 3 clusters Score -3230607 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3231554.750000 Penalty: 5127.612793
	Iteration 7F: 3 clusters Score -3231555 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3232500.000000 Penalty: 5127.612793
	Iteration 8F: 3 clusters Score -3232500 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -3233399.000000 Penalty: 5127.612793
	Iteration 9F: 3 clusters Score -3233399 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3234193.250000 Penalty: 5127.612793
	Iteration 10Q: 3 clusters Score -3234193 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3234799.750000 Penalty: 5127.612793
	Iteration 11Q: 3 clusters Score -3234800 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3235205.750000 Penalty: 5127.612793
	Iteration 12Q: 3 clusters Score -3235206 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3235511.500000 Penalty: 5127.612793
	Iteration 13Q: 3 clusters Score -3235512 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3235723.500000 Penalty: 5127.612793
	Iteration 14Q: 3 clusters Score -3235724 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3235870.750000 Penalty: 5127.612793
	Iteration 15Q: 3 clusters Score -3235871 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3235984.750000 Penalty: 5127.612793
	Iteration 16Q: 3 clusters Score -3235985 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3236065.000000 Penalty: 5127.612793
	Iteration 17Q: 3 clusters Score -3236065 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3236137.750000 Penalty: 5127.612793
	Iteration 18Q: 3 clusters Score -3236138 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3236197.500000 Penalty: 5127.612793
	Iteration 19Q: 3 clusters Score -3236198 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3236276.750000 Penalty: 5127.612793
	Iteration 20F: 3 clusters Score -3236277 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3236359.250000 Penalty: 5127.612793
	Iteration 21Q: 3 clusters Score -3236359 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3236456.500000 Penalty: 5127.612793
	Iteration 22Q: 3 clusters Score -3236456 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3236561.750000 Penalty: 5127.612793
	Iteration 23Q: 3 clusters Score -3236562 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -3236667.750000 Penalty: 5127.612793
	Iteration 24Q: 3 clusters Score -3236668 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3236792.250000 Penalty: 5127.612793
	Iteration 25Q: 3 clusters Score -3236792 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -3236937.250000 Penalty: 5127.612793
	Iteration 26Q: 3 clusters Score -3236937 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -3237078.500000 Penalty: 5127.612793
	Iteration 27Q: 3 clusters Score -3237078 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3237197.250000 Penalty: 5127.612793
	Iteration 28Q: 3 clusters Score -3237197 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -3237351.250000 Penalty: 5127.612793
	Iteration 29Q: 3 clusters Score -3237351 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3237505.500000 Penalty: 5127.612793
	Iteration 30Q: 3 clusters Score -3237506 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3237624.250000 Penalty: 5127.612793
	Iteration 31Q: 3 clusters Score -3237624 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3237742.000000 Penalty: 5127.612793
	Iteration 32Q: 3 clusters Score -3237742 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3237858.750000 Penalty: 5127.612793
	Iteration 33Q: 3 clusters Score -3237859 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3237963.250000 Penalty: 5127.612793
	Iteration 34Q: 3 clusters Score -3237963 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3238051.750000 Penalty: 5127.612793
	Iteration 35Q: 3 clusters Score -3238052 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -3238140.250000 Penalty: 5127.612793
	Iteration 36Q: 3 clusters Score -3238140 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -3238222.750000 Penalty: 5127.612793
	Iteration 37Q: 3 clusters Score -3238223 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3238316.750000 Penalty: 5127.612793
	Iteration 38Q: 3 clusters Score -3238317 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3238379.250000 Penalty: 5127.612793
	Iteration 39Q: 3 clusters Score -3238379 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3238473.000000 Penalty: 5127.612793
	Iteration 40F: 3 clusters Score -3238473 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -3238559.500000 Penalty: 5127.612793
	Iteration 41Q: 3 clusters Score -3238560 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -3238602.000000 Penalty: 5127.612793
	Iteration 42Q: 3 clusters Score -3238602 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3238648.500000 Penalty: 5127.612793
	Iteration 43Q: 3 clusters Score -3238648 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3238692.500000 Penalty: 5127.612793
	Iteration 44Q: 3 clusters Score -3238692 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3238731.750000 Penalty: 5127.612793
	Iteration 45Q: 3 clusters Score -3238732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3238751.500000 Penalty: 5127.612793
	Iteration 46Q: 3 clusters Score -3238752 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3238784.500000 Penalty: 5127.612793
	Iteration 47Q: 3 clusters Score -3238784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3238786.250000 Penalty: 5127.612793
	Iteration 48Q: 3 clusters Score -3238786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3238809.750000 Penalty: 5127.612793
	Iteration 49Q: 3 clusters Score -3238810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3238817.250000 Penalty: 5127.612793
	Iteration 50Q: 3 clusters Score -3238817 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3238833.750000 Penalty: 5127.612793
	Iteration 51Q: 3 clusters Score -3238834 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3238846.500000 Penalty: 5127.612793
	Iteration 52Q: 3 clusters Score -3238846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3238861.250000 Penalty: 5127.612793
	Iteration 53Q: 3 clusters Score -3238861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3238866.000000 Penalty: 5127.612793
	Iteration 54Q: 3 clusters Score -3238866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3238881.750000 Penalty: 5127.612793
	Iteration 55Q: 3 clusters Score -3238882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -3238899.000000 Penalty: 5127.612793
	Iteration 56Q: 3 clusters Score -3238899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3238914.250000 Penalty: 5127.612793
	Iteration 57Q: 3 clusters Score -3238914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3238912.750000 Penalty: 5127.612793
	Iteration 58Q: 3 clusters Score -3238913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3238914.500000 Penalty: 5127.612793
	Iteration 59Q: 3 clusters Score -3238914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3238912.500000 Penalty: 5127.612793
	Iteration 60F: 3 clusters Score -3238912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3238915.250000 Penalty: 5127.612793
	Iteration 61Q: 3 clusters Score -3238915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3238914.500000 Penalty: 5127.612793
	Iteration 62Q: 3 clusters Score -3238914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3238914.750000 Penalty: 5127.612793
	Iteration 63Q: 3 clusters Score -3238915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3238915.000000 Penalty: 5127.612793
	Iteration 64Q: 3 clusters Score -3238915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3238907.250000 Penalty: 5127.612793
	Iteration 65Q: 3 clusters Score -3238907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3238905.000000 Penalty: 5127.612793
	Iteration 66Q: 3 clusters Score -3238905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -3238904.750000 Penalty: 5127.612793
	Iteration 67Q: 3 clusters Score -3238905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3238905.250000 Penalty: 5127.612793
	Iteration 68Q: 3 clusters Score -3238905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3238907.250000 Penalty: 5127.612793
	Iteration 69Q: 3 clusters Score -3238907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3238906.750000 Penalty: 5127.612793
	Iteration 70Q: 3 clusters Score -3238907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3238904.750000 Penalty: 5127.612793
	Iteration 71Q: 3 clusters Score -3238905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -3238907.000000 Penalty: 5127.612793
	Iteration 72Q: 3 clusters Score -3238907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3238904.500000 Penalty: 5127.612793
	Iteration 73Q: 3 clusters Score -3238904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3238903.000000 Penalty: 5127.612793
	Iteration 74Q: 3 clusters Score -3238903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3238905.000000 Penalty: 5127.612793
	Iteration 75Q: 3 clusters Score -3238905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3238905.000000 Penalty: 5127.612793
	Iteration 76F: 3 clusters Score -3238905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Entering Unmasked Estep 
Score: -1018905.750000 Penalty: 2280.164307
	Iteration 0F: 2 clusters Score -1018906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1011332.750000 Penalty: 4560.328613
	Iteration 0F: 3 clusters Score -1011333 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1013488.250000 Penalty: 4560.328613
	Iteration 1F: 3 clusters Score -1013488 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1013766.250000 Penalty: 4560.328613
	Iteration 2F: 3 clusters Score -1013766 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1013962.437500 Penalty: 4560.328613
	Iteration 3Q: 3 clusters Score -1013962 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1014102.500000 Penalty: 4560.328613
	Iteration 4Q: 3 clusters Score -1014102 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1014207.875000 Penalty: 4560.328613
	Iteration 5Q: 3 clusters Score -1014208 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1014302.562500 Penalty: 4560.328613
	Iteration 6Q: 3 clusters Score -1014303 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1014407.437500 Penalty: 4560.328613
	Iteration 7Q: 3 clusters Score -1014407 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1014515.437500 Penalty: 4560.328613
	Iteration 8Q: 3 clusters Score -1014515 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1014633.062500 Penalty: 4560.328613
	Iteration 9Q: 3 clusters Score -1014633 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1014768.500000 Penalty: 4560.328613
	Iteration 10Q: 3 clusters Score -1014768 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1014954.187500 Penalty: 4560.328613
	Iteration 11Q: 3 clusters Score -1014954 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1015187.187500 Penalty: 4560.328613
	Iteration 12Q: 3 clusters Score -1015187 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1015440.750000 Penalty: 4560.328613
	Iteration 13Q: 3 clusters Score -1015441 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1015695.687500 Penalty: 4560.328613
	Iteration 14Q: 3 clusters Score -1015696 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1015982.312500 Penalty: 4560.328613
	Iteration 15Q: 3 clusters Score -1015982 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1016254.875000 Penalty: 4560.328613
	Iteration 16Q: 3 clusters Score -1016255 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1016495.812500 Penalty: 4560.328613
	Iteration 17Q: 3 clusters Score -1016496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1016696.562500 Penalty: 4560.328613
	Iteration 18Q: 3 clusters Score -1016697 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1016826.812500 Penalty: 4560.328613
	Iteration 19Q: 3 clusters Score -1016827 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1016903.375000 Penalty: 4560.328613
	Iteration 20F: 3 clusters Score -1016903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1016967.562500 Penalty: 4560.328613
	Iteration 21Q: 3 clusters Score -1016968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1017017.937500 Penalty: 4560.328613
	Iteration 22Q: 3 clusters Score -1017018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1017044.500000 Penalty: 4560.328613
	Iteration 23Q: 3 clusters Score -1017044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1017055.250000 Penalty: 4560.328613
	Iteration 24Q: 3 clusters Score -1017055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1017075.562500 Penalty: 4560.328613
	Iteration 25Q: 3 clusters Score -1017076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1017090.062500 Penalty: 4560.328613
	Iteration 26Q: 3 clusters Score -1017090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1017108.125000 Penalty: 4560.328613
	Iteration 27Q: 3 clusters Score -1017108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1017120.312500 Penalty: 4560.328613
	Iteration 28Q: 3 clusters Score -1017120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1017125.375000 Penalty: 4560.328613
	Iteration 29Q: 3 clusters Score -1017125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1017127.562500 Penalty: 4560.328613
	Iteration 30Q: 3 clusters Score -1017128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1017128.312500 Penalty: 4560.328613
	Iteration 31Q: 3 clusters Score -1017128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1017130.000000 Penalty: 4560.328613
	Iteration 32Q: 3 clusters Score -1017130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1017130.000000 Penalty: 4560.328613
	Iteration 33F: 3 clusters Score -1017130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Entering Unmasked Estep 
Score: -4295877.500000 Penalty: 2631.217773
	Iteration 0F: 2 clusters Score -4295878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4268351.000000 Penalty: 5262.435547
	Iteration 0F: 3 clusters Score -4268351 nChanged 18653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4278740.000000 Penalty: 5262.435547
	Iteration 1F: 3 clusters Score -4278740 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4279337.500000 Penalty: 5262.435547
	Iteration 2Q: 3 clusters Score -4279338 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -4279912.500000 Penalty: 5262.435547
	Iteration 3Q: 3 clusters Score -4279912 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4280628.500000 Penalty: 5262.435547
	Iteration 4Q: 3 clusters Score -4280628 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4281525.000000 Penalty: 5262.435547
	Iteration 5Q: 3 clusters Score -4281525 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -4282698.000000 Penalty: 5262.435547
	Iteration 6F: 3 clusters Score -4282698 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4284225.000000 Penalty: 5262.435547
	Iteration 7F: 3 clusters Score -4284225 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4286055.000000 Penalty: 5262.435547
	Iteration 8F: 3 clusters Score -4286055 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -4287880.500000 Penalty: 5262.435547
	Iteration 9F: 3 clusters Score -4287880 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4289362.500000 Penalty: 5262.435547
	Iteration 10Q: 3 clusters Score -4289362 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4290511.000000 Penalty: 5262.435547
	Iteration 11Q: 3 clusters Score -4290511 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4291321.500000 Penalty: 5262.435547
	Iteration 12Q: 3 clusters Score -4291322 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4291852.000000 Penalty: 5262.435547
	Iteration 13Q: 3 clusters Score -4291852 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -4292239.000000 Penalty: 5262.435547
	Iteration 14Q: 3 clusters Score -4292239 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4292551.500000 Penalty: 5262.435547
	Iteration 15Q: 3 clusters Score -4292552 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4292799.000000 Penalty: 5262.435547
	Iteration 16Q: 3 clusters Score -4292799 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -4292982.000000 Penalty: 5262.435547
	Iteration 17Q: 3 clusters Score -4292982 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -4293132.500000 Penalty: 5262.435547
	Iteration 18Q: 3 clusters Score -4293132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4293236.000000 Penalty: 5262.435547
	Iteration 19Q: 3 clusters Score -4293236 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4293295.500000 Penalty: 5262.435547
	Iteration 20F: 3 clusters Score -4293296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -4293355.000000 Penalty: 5262.435547
	Iteration 21Q: 3 clusters Score -4293355 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -4293409.000000 Penalty: 5262.435547
	Iteration 22Q: 3 clusters Score -4293409 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -4293467.500000 Penalty: 5262.435547
	Iteration 23Q: 3 clusters Score -4293468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -4293511.000000 Penalty: 5262.435547
	Iteration 24Q: 3 clusters Score -4293511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -4293513.500000 Penalty: 5262.435547
	Iteration 25Q: 3 clusters Score -4293514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -4293536.000000 Penalty: 5262.435547
	Iteration 26Q: 3 clusters Score -4293536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -4293546.000000 Penalty: 5262.435547
	Iteration 27Q: 3 clusters Score -4293546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -4293561.000000 Penalty: 5262.435547
	Iteration 28Q: 3 clusters Score -4293561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4293584.500000 Penalty: 5262.435547
	Iteration 29Q: 3 clusters Score -4293584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -4293585.500000 Penalty: 5262.435547
	Iteration 30Q: 3 clusters Score -4293586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -4293592.500000 Penalty: 5262.435547
	Iteration 31Q: 3 clusters Score -4293592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -4293598.500000 Penalty: 5262.435547
	Iteration 32Q: 3 clusters Score -4293598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -4293603.000000 Penalty: 5262.435547
	Iteration 33Q: 3 clusters Score -4293603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -4293607.500000 Penalty: 5262.435547
	Iteration 34Q: 3 clusters Score -4293608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -4293615.000000 Penalty: 5262.435547
	Iteration 35Q: 3 clusters Score -4293615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4293620.500000 Penalty: 5262.435547
	Iteration 36Q: 3 clusters Score -4293620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4293629.000000 Penalty: 5262.435547
	Iteration 37Q: 3 clusters Score -4293629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -4293625.500000 Penalty: 5262.435547
	Iteration 38Q: 3 clusters Score -4293626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4293630.500000 Penalty: 5262.435547
	Iteration 39Q: 3 clusters Score -4293630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4293627.500000 Penalty: 5262.435547
	Iteration 40F: 3 clusters Score -4293628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4293630.000000 Penalty: 5262.435547
	Iteration 41Q: 3 clusters Score -4293630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4293630.000000 Penalty: 5262.435547
	Iteration 42F: 3 clusters Score -4293630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (199002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199002 members 
Entering Unmasked Estep 
Score: -20775700.000000 Penalty: 3025.865234
	Iteration 0F: 2 clusters Score -2.07757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 99427 members 
Entering Unmasked Estep 
Score: -20644410.000000 Penalty: 6051.730469
	Iteration 0F: 3 clusters Score -2.064441e+07 nChanged 95746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -20700986.000000 Penalty: 6051.730469
	Iteration 1F: 3 clusters Score -2.070099e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -20702786.000000 Penalty: 6051.730469
	Iteration 2Q: 3 clusters Score -2.070279e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107719 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -20705604.000000 Penalty: 6051.730469
	Iteration 3Q: 3 clusters Score -2.07056e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112336 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -20710136.000000 Penalty: 6051.730469
	Iteration 4Q: 3 clusters Score -2.071014e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119081 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -20717514.000000 Penalty: 6051.730469
	Iteration 5F: 3 clusters Score -2.071751e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -20728346.000000 Penalty: 6051.730469
	Iteration 6F: 3 clusters Score -2.072835e+07 nChanged 15006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137564 members 
Mstep: Class 2 contains 61438 members 
Entering Unmasked Estep 
Score: -20741144.000000 Penalty: 6051.730469
	Iteration 7F: 3 clusters Score -2.074114e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145416 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -20752276.000000 Penalty: 6051.730469
	Iteration 8F: 3 clusters Score -2.075228e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -20758278.000000 Penalty: 6051.730469
	Iteration 9Q: 3 clusters Score -2.075828e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154406 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -20761264.000000 Penalty: 6051.730469
	Iteration 10Q: 3 clusters Score -2.076126e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -20762968.000000 Penalty: 6051.730469
	Iteration 11Q: 3 clusters Score -2.076297e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160144 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -20764322.000000 Penalty: 6051.730469
	Iteration 12Q: 3 clusters Score -2.076432e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162510 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -20765492.000000 Penalty: 6051.730469
	Iteration 13Q: 3 clusters Score -2.076549e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164662 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -20766360.000000 Penalty: 6051.730469
	Iteration 14Q: 3 clusters Score -2.076636e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166687 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -20767184.000000 Penalty: 6051.730469
	Iteration 15Q: 3 clusters Score -2.076718e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -20767758.000000 Penalty: 6051.730469
	Iteration 16Q: 3 clusters Score -2.076776e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -20768252.000000 Penalty: 6051.730469
	Iteration 17Q: 3 clusters Score -2.076825e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171667 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -20768666.000000 Penalty: 6051.730469
	Iteration 18Q: 3 clusters Score -2.076867e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173097 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -20769126.000000 Penalty: 6051.730469
	Iteration 19Q: 3 clusters Score -2.076913e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174448 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -20769438.000000 Penalty: 6051.730469
	Iteration 20F: 3 clusters Score -2.076944e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175699 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -20769616.000000 Penalty: 6051.730469
	Iteration 21Q: 3 clusters Score -2.076962e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176897 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -20769806.000000 Penalty: 6051.730469
	Iteration 22Q: 3 clusters Score -2.076981e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178006 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -20769950.000000 Penalty: 6051.730469
	Iteration 23Q: 3 clusters Score -2.076995e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179089 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -20770186.000000 Penalty: 6051.730469
	Iteration 24Q: 3 clusters Score -2.077019e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180099 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -20770514.000000 Penalty: 6051.730469
	Iteration 25Q: 3 clusters Score -2.077051e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181080 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -20770736.000000 Penalty: 6051.730469
	Iteration 26Q: 3 clusters Score -2.077074e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182012 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -20770972.000000 Penalty: 6051.730469
	Iteration 27Q: 3 clusters Score -2.077097e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182911 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -20771212.000000 Penalty: 6051.730469
	Iteration 28Q: 3 clusters Score -2.077121e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183805 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -20771478.000000 Penalty: 6051.730469
	Iteration 29Q: 3 clusters Score -2.077148e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184667 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -20771684.000000 Penalty: 6051.730469
	Iteration 30Q: 3 clusters Score -2.077168e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185517 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -20771896.000000 Penalty: 6051.730469
	Iteration 31Q: 3 clusters Score -2.07719e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186248 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -20772172.000000 Penalty: 6051.730469
	Iteration 32Q: 3 clusters Score -2.077217e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186950 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -20772276.000000 Penalty: 6051.730469
	Iteration 33Q: 3 clusters Score -2.077228e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187578 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -20772442.000000 Penalty: 6051.730469
	Iteration 34Q: 3 clusters Score -2.077244e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188142 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -20772572.000000 Penalty: 6051.730469
	Iteration 35Q: 3 clusters Score -2.077257e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188672 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -20772700.000000 Penalty: 6051.730469
	Iteration 36Q: 3 clusters Score -2.07727e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189180 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -20772788.000000 Penalty: 6051.730469
	Iteration 37Q: 3 clusters Score -2.077279e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189675 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -20772974.000000 Penalty: 6051.730469
	Iteration 38Q: 3 clusters Score -2.077297e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190138 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -20773090.000000 Penalty: 6051.730469
	Iteration 39Q: 3 clusters Score -2.077309e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190551 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -20773262.000000 Penalty: 6051.730469
	Iteration 40F: 3 clusters Score -2.077326e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190932 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -20773354.000000 Penalty: 6051.730469
	Iteration 41Q: 3 clusters Score -2.077335e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191291 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -20773470.000000 Penalty: 6051.730469
	Iteration 42Q: 3 clusters Score -2.077347e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191620 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -20773560.000000 Penalty: 6051.730469
	Iteration 43Q: 3 clusters Score -2.077356e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191923 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -20773670.000000 Penalty: 6051.730469
	Iteration 44Q: 3 clusters Score -2.077367e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192221 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -20773838.000000 Penalty: 6051.730469
	Iteration 45Q: 3 clusters Score -2.077384e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192497 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -20773924.000000 Penalty: 6051.730469
	Iteration 46Q: 3 clusters Score -2.077392e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192730 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -20774004.000000 Penalty: 6051.730469
	Iteration 47Q: 3 clusters Score -2.0774e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192932 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -20774084.000000 Penalty: 6051.730469
	Iteration 48Q: 3 clusters Score -2.077408e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193094 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -20774182.000000 Penalty: 6051.730469
	Iteration 49Q: 3 clusters Score -2.077418e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193253 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -20774238.000000 Penalty: 6051.730469
	Iteration 50Q: 3 clusters Score -2.077424e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193409 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -20774300.000000 Penalty: 6051.730469
	Iteration 51Q: 3 clusters Score -2.07743e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193553 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -20774344.000000 Penalty: 6051.730469
	Iteration 52Q: 3 clusters Score -2.077434e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193684 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -20774354.000000 Penalty: 6051.730469
	Iteration 53Q: 3 clusters Score -2.077435e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193816 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -20774356.000000 Penalty: 6051.730469
	Iteration 54Q: 3 clusters Score -2.077436e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193922 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -20774396.000000 Penalty: 6051.730469
	Iteration 55Q: 3 clusters Score -2.07744e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194014 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -20774428.000000 Penalty: 6051.730469
	Iteration 56Q: 3 clusters Score -2.077443e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194091 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -20774380.000000 Penalty: 6051.730469
	Iteration 57Q: 3 clusters Score -2.077438e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194170 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -20774390.000000 Penalty: 6051.730469
	Iteration 58Q: 3 clusters Score -2.077439e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194234 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -20774408.000000 Penalty: 6051.730469
	Iteration 59Q: 3 clusters Score -2.077441e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194285 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -20774444.000000 Penalty: 6051.730469
	Iteration 60F: 3 clusters Score -2.077444e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194336 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -20774472.000000 Penalty: 6051.730469
	Iteration 61Q: 3 clusters Score -2.077447e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194384 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -20774460.000000 Penalty: 6051.730469
	Iteration 62Q: 3 clusters Score -2.077446e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194434 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -20774444.000000 Penalty: 6051.730469
	Iteration 63Q: 3 clusters Score -2.077444e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194495 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -20774452.000000 Penalty: 6051.730469
	Iteration 64Q: 3 clusters Score -2.077445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194539 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -20774434.000000 Penalty: 6051.730469
	Iteration 65Q: 3 clusters Score -2.077443e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194577 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -20774432.000000 Penalty: 6051.730469
	Iteration 66Q: 3 clusters Score -2.077443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194612 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -20774416.000000 Penalty: 6051.730469
	Iteration 67Q: 3 clusters Score -2.077442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194638 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -20774434.000000 Penalty: 6051.730469
	Iteration 68Q: 3 clusters Score -2.077443e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194657 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -20774450.000000 Penalty: 6051.730469
	Iteration 69Q: 3 clusters Score -2.077445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194673 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -20774474.000000 Penalty: 6051.730469
	Iteration 70Q: 3 clusters Score -2.077447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194692 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -20774460.000000 Penalty: 6051.730469
	Iteration 71Q: 3 clusters Score -2.077446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194707 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -20774446.000000 Penalty: 6051.730469
	Iteration 72Q: 3 clusters Score -2.077445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194716 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -20774450.000000 Penalty: 6051.730469
	Iteration 73Q: 3 clusters Score -2.077445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194731 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -20774462.000000 Penalty: 6051.730469
	Iteration 74Q: 3 clusters Score -2.077446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194738 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -20774464.000000 Penalty: 6051.730469
	Iteration 75Q: 3 clusters Score -2.077446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194742 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -20774490.000000 Penalty: 6051.730469
	Iteration 76Q: 3 clusters Score -2.077449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194746 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -20774460.000000 Penalty: 6051.730469
	Iteration 77Q: 3 clusters Score -2.077446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194749 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -20774478.000000 Penalty: 6051.730469
	Iteration 78Q: 3 clusters Score -2.077448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194751 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -20774492.000000 Penalty: 6051.730469
	Iteration 79Q: 3 clusters Score -2.077449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194757 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -20774480.000000 Penalty: 6051.730469
	Iteration 80F: 3 clusters Score -2.077448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194759 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -20774480.000000 Penalty: 6051.730469
	Iteration 81Q: 3 clusters Score -2.077448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194763 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -20774474.000000 Penalty: 6051.730469
	Iteration 82Q: 3 clusters Score -2.077447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194766 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -20774474.000000 Penalty: 6051.730469
	Iteration 83Q: 3 clusters Score -2.077447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194768 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -20774476.000000 Penalty: 6051.730469
	Iteration 84Q: 3 clusters Score -2.077448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194767 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -20774472.000000 Penalty: 6051.730469
	Iteration 85Q: 3 clusters Score -2.077447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194767 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -20774472.000000 Penalty: 6051.730469
	Iteration 86F: 3 clusters Score -2.077447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -70009.273438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -70009.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68387.335938 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -68387.34 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68812.984375 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -68812.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69167.039062 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -69167.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69402.296875 Penalty: 3297.253418
	Iteration 3F: 3 clusters Score -69402.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69545.039062 Penalty: 3297.253418
	Iteration 4F: 3 clusters Score -69545.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69684.304688 Penalty: 3297.253418
	Iteration 5F: 3 clusters Score -69684.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -69828.460938 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -69828.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -69997.484375 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -69997.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -70053.882812 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -70053.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -70083.335938 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -70083.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -70096.890625 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -70096.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -70131.664062 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -70131.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -70176.984375 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -70176.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -70308.929688 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -70308.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -70387.710938 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -70387.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -70421.109375 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -70421.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -70426.640625 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -70426.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -70426.640625 Penalty: 3297.253418
	Iteration 17F: 3 clusters Score -70426.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 98 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 19378 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 30882 members 
Mstep: Class 9 contains 9840 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 14 contains 199002 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 22926 members 
Mstep: Class 19 contains 197891 members 
Mstep: Class 20 contains 11031 members 
Mstep: Class 21 contains 20838 members 
Mstep: Class 22 contains 113123 members 
Entering Unmasked Estep 
Score: -70055912.000000 Penalty: 53300.515625
Splitting cluster 15 changes total score from -70056904.000000 to -70055912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -112246.789062 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -112246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -110188.226562 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -110188.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -110503.718750 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -110503.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110603.257812 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -110603.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -110660.234375 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -110660.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110694.882812 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -110694.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -110720.101562 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -110720.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110742.062500 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -110742.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110756.546875 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -110756.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110768.148438 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -110768.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -110778.750000 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -110778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110784.851562 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -110784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110786.812500 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -110786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -110787.851562 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -110787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110788.132812 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -110788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110788.812500 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -110788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110790.093750 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -110790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -110790.093750 Penalty: 3492.540283
	Iteration 16F: 3 clusters Score -110790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Entering Unmasked Estep 
Score: -2453165.500000 Penalty: 2489.926514
	Iteration 0F: 2 clusters Score -2453166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2437136.000000 Penalty: 4979.853027
	Iteration 0F: 3 clusters Score -2437136 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2442660.500000 Penalty: 4979.853027
	Iteration 1F: 3 clusters Score -2442660 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2442997.250000 Penalty: 4979.853027
	Iteration 2Q: 3 clusters Score -2442997 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2443308.250000 Penalty: 4979.853027
	Iteration 3Q: 3 clusters Score -2443308 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2443606.750000 Penalty: 4979.853027
	Iteration 4Q: 3 clusters Score -2443607 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2444001.250000 Penalty: 4979.853027
	Iteration 5Q: 3 clusters Score -2444001 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2444514.000000 Penalty: 4979.853027
	Iteration 6Q: 3 clusters Score -2444514 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2445212.250000 Penalty: 4979.853027
	Iteration 7F: 3 clusters Score -2445212 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2446249.500000 Penalty: 4979.853027
	Iteration 8F: 3 clusters Score -2446250 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2447493.250000 Penalty: 4979.853027
	Iteration 9F: 3 clusters Score -2447493 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2448718.000000 Penalty: 4979.853027
	Iteration 10F: 3 clusters Score -2448718 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2449674.750000 Penalty: 4979.853027
	Iteration 11Q: 3 clusters Score -2449675 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2450280.750000 Penalty: 4979.853027
	Iteration 12Q: 3 clusters Score -2450281 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2450567.000000 Penalty: 4979.853027
	Iteration 13Q: 3 clusters Score -2450567 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2450701.500000 Penalty: 4979.853027
	Iteration 14Q: 3 clusters Score -2450702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2450796.500000 Penalty: 4979.853027
	Iteration 15Q: 3 clusters Score -2450796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -2450852.500000 Penalty: 4979.853027
	Iteration 16Q: 3 clusters Score -2450852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2450871.250000 Penalty: 4979.853027
	Iteration 17Q: 3 clusters Score -2450871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2450882.500000 Penalty: 4979.853027
	Iteration 18Q: 3 clusters Score -2450882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2450896.000000 Penalty: 4979.853027
	Iteration 19Q: 3 clusters Score -2450896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2450905.500000 Penalty: 4979.853027
	Iteration 20F: 3 clusters Score -2450906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2450908.000000 Penalty: 4979.853027
	Iteration 21Q: 3 clusters Score -2450908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2450914.000000 Penalty: 4979.853027
	Iteration 22Q: 3 clusters Score -2450914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2450915.500000 Penalty: 4979.853027
	Iteration 23Q: 3 clusters Score -2450916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2450918.500000 Penalty: 4979.853027
	Iteration 24Q: 3 clusters Score -2450918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2450920.750000 Penalty: 4979.853027
	Iteration 25Q: 3 clusters Score -2450921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2450920.750000 Penalty: 4979.853027
	Iteration 26Q: 3 clusters Score -2450921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2450920.750000 Penalty: 4979.853027
	Iteration 27F: 3 clusters Score -2450921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (197891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197891 members 
Entering Unmasked Estep 
Score: -20743544.000000 Penalty: 3024.477051
	Iteration 0F: 2 clusters Score -2.074354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -20613044.000000 Penalty: 6048.954102
	Iteration 0F: 3 clusters Score -2.061304e+07 nChanged 95215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -20668682.000000 Penalty: 6048.954102
	Iteration 1F: 3 clusters Score -2.066868e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
Score: -20669676.000000 Penalty: 6048.954102
	Iteration 2Q: 3 clusters Score -2.066968e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -20670482.000000 Penalty: 6048.954102
	Iteration 3Q: 3 clusters Score -2.067048e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -20671608.000000 Penalty: 6048.954102
	Iteration 4Q: 3 clusters Score -2.067161e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99119 members 
Mstep: Class 2 contains 98772 members 
Entering Unmasked Estep 
Score: -20673114.000000 Penalty: 6048.954102
	Iteration 5Q: 3 clusters Score -2.067311e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -20674944.000000 Penalty: 6048.954102
	Iteration 6Q: 3 clusters Score -2.067494e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Mstep: Class 2 contains 98291 members 
Entering Unmasked Estep 
Score: -20678598.000000 Penalty: 6048.954102
	Iteration 7Q: 3 clusters Score -2.06786e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99954 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -20685164.000000 Penalty: 6048.954102
	Iteration 8F: 3 clusters Score -2.068516e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 97601 members 
Entering Unmasked Estep 
Score: -20695142.000000 Penalty: 6048.954102
	Iteration 9F: 3 clusters Score -2.069514e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -20706060.000000 Penalty: 6048.954102
	Iteration 10F: 3 clusters Score -2.070606e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100002 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -20712224.000000 Penalty: 6048.954102
	Iteration 11F: 3 clusters Score -2.071222e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99655 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -20714624.000000 Penalty: 6048.954102
	Iteration 12Q: 3 clusters Score -2.071462e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 98761 members 
Entering Unmasked Estep 
Score: -20715684.000000 Penalty: 6048.954102
	Iteration 13Q: 3 clusters Score -2.071568e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -20716436.000000 Penalty: 6048.954102
	Iteration 14Q: 3 clusters Score -2.071644e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 100235 members 
Entering Unmasked Estep 
Score: -20717208.000000 Penalty: 6048.954102
	Iteration 15Q: 3 clusters Score -2.071721e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 101232 members 
Entering Unmasked Estep 
Score: -20718136.000000 Penalty: 6048.954102
	Iteration 16Q: 3 clusters Score -2.071814e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95411 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -20719216.000000 Penalty: 6048.954102
	Iteration 17Q: 3 clusters Score -2.071922e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -20720226.000000 Penalty: 6048.954102
	Iteration 18Q: 3 clusters Score -2.072023e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -20721208.000000 Penalty: 6048.954102
	Iteration 19Q: 3 clusters Score -2.072121e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -20722252.000000 Penalty: 6048.954102
	Iteration 20F: 3 clusters Score -2.072225e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 110034 members 
Entering Unmasked Estep 
Score: -20723524.000000 Penalty: 6048.954102
	Iteration 21Q: 3 clusters Score -2.072352e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 112263 members 
Entering Unmasked Estep 
Score: -20724328.000000 Penalty: 6048.954102
	Iteration 22Q: 3 clusters Score -2.072433e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83307 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
Score: -20725208.000000 Penalty: 6048.954102
	Iteration 23Q: 3 clusters Score -2.072521e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 116941 members 
Entering Unmasked Estep 
Score: -20726122.000000 Penalty: 6048.954102
	Iteration 24Q: 3 clusters Score -2.072612e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 119375 members 
Entering Unmasked Estep 
Score: -20727014.000000 Penalty: 6048.954102
	Iteration 25Q: 3 clusters Score -2.072701e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -20727884.000000 Penalty: 6048.954102
	Iteration 26Q: 3 clusters Score -2.072788e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -20728518.000000 Penalty: 6048.954102
	Iteration 27Q: 3 clusters Score -2.072852e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71232 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -20729192.000000 Penalty: 6048.954102
	Iteration 28Q: 3 clusters Score -2.072919e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68844 members 
Mstep: Class 2 contains 129047 members 
Entering Unmasked Estep 
Score: -20729610.000000 Penalty: 6048.954102
	Iteration 29Q: 3 clusters Score -2.072961e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66372 members 
Mstep: Class 2 contains 131519 members 
Entering Unmasked Estep 
Score: -20730210.000000 Penalty: 6048.954102
	Iteration 30Q: 3 clusters Score -2.073021e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 133941 members 
Entering Unmasked Estep 
Score: -20730694.000000 Penalty: 6048.954102
	Iteration 31Q: 3 clusters Score -2.073069e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 136388 members 
Entering Unmasked Estep 
Score: -20731032.000000 Penalty: 6048.954102
	Iteration 32Q: 3 clusters Score -2.073103e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 138896 members 
Entering Unmasked Estep 
Score: -20731608.000000 Penalty: 6048.954102
	Iteration 33Q: 3 clusters Score -2.073161e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 141411 members 
Entering Unmasked Estep 
Score: -20732274.000000 Penalty: 6048.954102
	Iteration 34Q: 3 clusters Score -2.073227e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 143879 members 
Entering Unmasked Estep 
Score: -20732856.000000 Penalty: 6048.954102
	Iteration 35Q: 3 clusters Score -2.073286e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 146237 members 
Entering Unmasked Estep 
Score: -20733184.000000 Penalty: 6048.954102
	Iteration 36Q: 3 clusters Score -2.073318e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 148537 members 
Entering Unmasked Estep 
Score: -20733694.000000 Penalty: 6048.954102
	Iteration 37Q: 3 clusters Score -2.073369e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 150709 members 
Entering Unmasked Estep 
Score: -20734130.000000 Penalty: 6048.954102
	Iteration 38Q: 3 clusters Score -2.073413e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 152799 members 
Entering Unmasked Estep 
Score: -20734596.000000 Penalty: 6048.954102
	Iteration 39Q: 3 clusters Score -2.07346e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 154767 members 
Entering Unmasked Estep 
Score: -20735068.000000 Penalty: 6048.954102
	Iteration 40F: 3 clusters Score -2.073507e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -20735448.000000 Penalty: 6048.954102
	Iteration 41Q: 3 clusters Score -2.073545e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -20735894.000000 Penalty: 6048.954102
	Iteration 42Q: 3 clusters Score -2.073589e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 160407 members 
Entering Unmasked Estep 
Score: -20736108.000000 Penalty: 6048.954102
	Iteration 43Q: 3 clusters Score -2.073611e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -20736392.000000 Penalty: 6048.954102
	Iteration 44Q: 3 clusters Score -2.073639e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 163751 members 
Entering Unmasked Estep 
Score: -20736618.000000 Penalty: 6048.954102
	Iteration 45Q: 3 clusters Score -2.073662e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -20736978.000000 Penalty: 6048.954102
	Iteration 46Q: 3 clusters Score -2.073698e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -20737128.000000 Penalty: 6048.954102
	Iteration 47Q: 3 clusters Score -2.073713e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -20737398.000000 Penalty: 6048.954102
	Iteration 48Q: 3 clusters Score -2.07374e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -20737672.000000 Penalty: 6048.954102
	Iteration 49Q: 3 clusters Score -2.073767e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 170893 members 
Entering Unmasked Estep 
Score: -20737896.000000 Penalty: 6048.954102
	Iteration 50Q: 3 clusters Score -2.07379e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 172117 members 
Entering Unmasked Estep 
Score: -20738148.000000 Penalty: 6048.954102
	Iteration 51Q: 3 clusters Score -2.073815e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 173217 members 
Entering Unmasked Estep 
Score: -20738398.000000 Penalty: 6048.954102
	Iteration 52Q: 3 clusters Score -2.07384e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 174270 members 
Entering Unmasked Estep 
Score: -20738422.000000 Penalty: 6048.954102
	Iteration 53Q: 3 clusters Score -2.073842e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 175265 members 
Entering Unmasked Estep 
Score: -20738588.000000 Penalty: 6048.954102
	Iteration 54Q: 3 clusters Score -2.073859e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 176231 members 
Entering Unmasked Estep 
Score: -20738882.000000 Penalty: 6048.954102
	Iteration 55Q: 3 clusters Score -2.073888e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 177114 members 
Entering Unmasked Estep 
Score: -20739036.000000 Penalty: 6048.954102
	Iteration 56Q: 3 clusters Score -2.073904e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 177933 members 
Entering Unmasked Estep 
Score: -20739058.000000 Penalty: 6048.954102
	Iteration 57Q: 3 clusters Score -2.073906e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 178701 members 
Entering Unmasked Estep 
Score: -20739122.000000 Penalty: 6048.954102
	Iteration 58Q: 3 clusters Score -2.073912e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 179407 members 
Entering Unmasked Estep 
Score: -20739288.000000 Penalty: 6048.954102
	Iteration 59Q: 3 clusters Score -2.073929e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 180064 members 
Entering Unmasked Estep 
Score: -20739472.000000 Penalty: 6048.954102
	Iteration 60F: 3 clusters Score -2.073947e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 180710 members 
Entering Unmasked Estep 
Score: -20739604.000000 Penalty: 6048.954102
	Iteration 61Q: 3 clusters Score -2.07396e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 181286 members 
Entering Unmasked Estep 
Score: -20739682.000000 Penalty: 6048.954102
	Iteration 62Q: 3 clusters Score -2.073968e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 181821 members 
Entering Unmasked Estep 
Score: -20739728.000000 Penalty: 6048.954102
	Iteration 63Q: 3 clusters Score -2.073973e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 182296 members 
Entering Unmasked Estep 
Score: -20739792.000000 Penalty: 6048.954102
	Iteration 64Q: 3 clusters Score -2.073979e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 182726 members 
Entering Unmasked Estep 
Score: -20739816.000000 Penalty: 6048.954102
	Iteration 65Q: 3 clusters Score -2.073982e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 183146 members 
Entering Unmasked Estep 
Score: -20739938.000000 Penalty: 6048.954102
	Iteration 66Q: 3 clusters Score -2.073994e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 183541 members 
Entering Unmasked Estep 
Score: -20739930.000000 Penalty: 6048.954102
	Iteration 67Q: 3 clusters Score -2.073993e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 183922 members 
Entering Unmasked Estep 
Score: -20739964.000000 Penalty: 6048.954102
	Iteration 68Q: 3 clusters Score -2.073996e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 184272 members 
Entering Unmasked Estep 
Score: -20739992.000000 Penalty: 6048.954102
	Iteration 69Q: 3 clusters Score -2.073999e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 184586 members 
Entering Unmasked Estep 
Score: -20740020.000000 Penalty: 6048.954102
	Iteration 70Q: 3 clusters Score -2.074002e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 184893 members 
Entering Unmasked Estep 
Score: -20740024.000000 Penalty: 6048.954102
	Iteration 71Q: 3 clusters Score -2.074002e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 185167 members 
Entering Unmasked Estep 
Score: -20740056.000000 Penalty: 6048.954102
	Iteration 72Q: 3 clusters Score -2.074006e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 185419 members 
Entering Unmasked Estep 
Score: -20740054.000000 Penalty: 6048.954102
	Iteration 73Q: 3 clusters Score -2.074005e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 185677 members 
Entering Unmasked Estep 
Score: -20740044.000000 Penalty: 6048.954102
	Iteration 74Q: 3 clusters Score -2.074004e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 185925 members 
Entering Unmasked Estep 
Score: -20740048.000000 Penalty: 6048.954102
	Iteration 75Q: 3 clusters Score -2.074005e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 186169 members 
Entering Unmasked Estep 
Score: -20740094.000000 Penalty: 6048.954102
	Iteration 76Q: 3 clusters Score -2.074009e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 186436 members 
Entering Unmasked Estep 
Score: -20740114.000000 Penalty: 6048.954102
	Iteration 77Q: 3 clusters Score -2.074011e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 186690 members 
Entering Unmasked Estep 
Score: -20740194.000000 Penalty: 6048.954102
	Iteration 78Q: 3 clusters Score -2.074019e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 186922 members 
Entering Unmasked Estep 
Score: -20740170.000000 Penalty: 6048.954102
	Iteration 79Q: 3 clusters Score -2.074017e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 187148 members 
Entering Unmasked Estep 
Score: -20740182.000000 Penalty: 6048.954102
	Iteration 80F: 3 clusters Score -2.074018e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 187351 members 
Entering Unmasked Estep 
Score: -20740236.000000 Penalty: 6048.954102
	Iteration 81Q: 3 clusters Score -2.074024e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 187550 members 
Entering Unmasked Estep 
Score: -20740272.000000 Penalty: 6048.954102
	Iteration 82Q: 3 clusters Score -2.074027e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 187738 members 
Entering Unmasked Estep 
Score: -20740248.000000 Penalty: 6048.954102
	Iteration 83Q: 3 clusters Score -2.074025e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 187914 members 
Entering Unmasked Estep 
Score: -20740214.000000 Penalty: 6048.954102
	Iteration 84Q: 3 clusters Score -2.074021e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 188087 members 
Entering Unmasked Estep 
Score: -20740234.000000 Penalty: 6048.954102
	Iteration 85Q: 3 clusters Score -2.074023e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 188250 members 
Entering Unmasked Estep 
Score: -20740268.000000 Penalty: 6048.954102
	Iteration 86Q: 3 clusters Score -2.074027e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 188411 members 
Entering Unmasked Estep 
Score: -20740284.000000 Penalty: 6048.954102
	Iteration 87Q: 3 clusters Score -2.074028e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 188571 members 
Entering Unmasked Estep 
Score: -20740292.000000 Penalty: 6048.954102
	Iteration 88Q: 3 clusters Score -2.074029e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 188710 members 
Entering Unmasked Estep 
Score: -20740270.000000 Penalty: 6048.954102
	Iteration 89Q: 3 clusters Score -2.074027e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 188837 members 
Entering Unmasked Estep 
Score: -20740286.000000 Penalty: 6048.954102
	Iteration 90Q: 3 clusters Score -2.074029e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 188974 members 
Entering Unmasked Estep 
Score: -20740296.000000 Penalty: 6048.954102
	Iteration 91Q: 3 clusters Score -2.07403e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 189113 members 
Entering Unmasked Estep 
Score: -20740270.000000 Penalty: 6048.954102
	Iteration 92Q: 3 clusters Score -2.074027e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 189253 members 
Entering Unmasked Estep 
Score: -20740298.000000 Penalty: 6048.954102
	Iteration 93Q: 3 clusters Score -2.07403e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 189392 members 
Entering Unmasked Estep 
Score: -20740358.000000 Penalty: 6048.954102
	Iteration 94Q: 3 clusters Score -2.074036e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 189537 members 
Entering Unmasked Estep 
Score: -20740382.000000 Penalty: 6048.954102
	Iteration 95Q: 3 clusters Score -2.074038e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 189682 members 
Entering Unmasked Estep 
Score: -20740392.000000 Penalty: 6048.954102
	Iteration 96Q: 3 clusters Score -2.074039e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 189838 members 
Entering Unmasked Estep 
Score: -20740386.000000 Penalty: 6048.954102
	Iteration 97Q: 3 clusters Score -2.074039e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 189998 members 
Entering Unmasked Estep 
Score: -20740408.000000 Penalty: 6048.954102
	Iteration 98Q: 3 clusters Score -2.074041e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 190146 members 
Entering Unmasked Estep 
Score: -20740416.000000 Penalty: 6048.954102
	Iteration 99Q: 3 clusters Score -2.074042e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 190303 members 
Entering Unmasked Estep 
Score: -20740370.000000 Penalty: 6048.954102
	Iteration 100F: 3 clusters Score -2.074037e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 190453 members 
Entering Unmasked Estep 
Score: -20740394.000000 Penalty: 6048.954102
	Iteration 101Q: 3 clusters Score -2.074039e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -20740454.000000 Penalty: 6048.954102
	Iteration 102Q: 3 clusters Score -2.074045e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 190728 members 
Entering Unmasked Estep 
Score: -20740392.000000 Penalty: 6048.954102
	Iteration 103Q: 3 clusters Score -2.074039e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 190861 members 
Entering Unmasked Estep 
Score: -20740428.000000 Penalty: 6048.954102
	Iteration 104Q: 3 clusters Score -2.074043e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 190983 members 
Entering Unmasked Estep 
Score: -20740450.000000 Penalty: 6048.954102
	Iteration 105Q: 3 clusters Score -2.074045e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 191096 members 
Entering Unmasked Estep 
Score: -20740444.000000 Penalty: 6048.954102
	Iteration 106Q: 3 clusters Score -2.074044e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 191219 members 
Entering Unmasked Estep 
Score: -20740480.000000 Penalty: 6048.954102
	Iteration 107Q: 3 clusters Score -2.074048e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 191357 members 
Entering Unmasked Estep 
Score: -20740476.000000 Penalty: 6048.954102
	Iteration 108Q: 3 clusters Score -2.074048e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 191515 members 
Entering Unmasked Estep 
Score: -20740478.000000 Penalty: 6048.954102
	Iteration 109Q: 3 clusters Score -2.074048e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 191659 members 
Entering Unmasked Estep 
Score: -20740492.000000 Penalty: 6048.954102
	Iteration 110Q: 3 clusters Score -2.074049e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 191808 members 
Entering Unmasked Estep 
Score: -20740474.000000 Penalty: 6048.954102
	Iteration 111Q: 3 clusters Score -2.074047e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 191941 members 
Entering Unmasked Estep 
Score: -20740452.000000 Penalty: 6048.954102
	Iteration 112Q: 3 clusters Score -2.074045e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 192078 members 
Entering Unmasked Estep 
Score: -20740462.000000 Penalty: 6048.954102
	Iteration 113Q: 3 clusters Score -2.074046e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 192217 members 
Entering Unmasked Estep 
Score: -20740468.000000 Penalty: 6048.954102
	Iteration 114Q: 3 clusters Score -2.074047e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 192344 members 
Entering Unmasked Estep 
Score: -20740452.000000 Penalty: 6048.954102
	Iteration 115Q: 3 clusters Score -2.074045e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 192472 members 
Entering Unmasked Estep 
Score: -20740500.000000 Penalty: 6048.954102
	Iteration 116Q: 3 clusters Score -2.07405e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 192590 members 
Entering Unmasked Estep 
Score: -20740552.000000 Penalty: 6048.954102
	Iteration 117Q: 3 clusters Score -2.074055e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 192720 members 
Entering Unmasked Estep 
Score: -20740548.000000 Penalty: 6048.954102
	Iteration 118Q: 3 clusters Score -2.074055e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 192846 members 
Entering Unmasked Estep 
Score: -20740510.000000 Penalty: 6048.954102
	Iteration 119Q: 3 clusters Score -2.074051e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 192964 members 
Entering Unmasked Estep 
Score: -20740542.000000 Penalty: 6048.954102
	Iteration 120F: 3 clusters Score -2.074054e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 193059 members 
Entering Unmasked Estep 
Score: -20740530.000000 Penalty: 6048.954102
	Iteration 121Q: 3 clusters Score -2.074053e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 193133 members 
Entering Unmasked Estep 
Score: -20740552.000000 Penalty: 6048.954102
	Iteration 122Q: 3 clusters Score -2.074055e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 193199 members 
Entering Unmasked Estep 
Score: -20740562.000000 Penalty: 6048.954102
	Iteration 123Q: 3 clusters Score -2.074056e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 193279 members 
Entering Unmasked Estep 
Score: -20740598.000000 Penalty: 6048.954102
	Iteration 124Q: 3 clusters Score -2.07406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 193354 members 
Entering Unmasked Estep 
Score: -20740572.000000 Penalty: 6048.954102
	Iteration 125Q: 3 clusters Score -2.074057e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 193419 members 
Entering Unmasked Estep 
Score: -20740558.000000 Penalty: 6048.954102
	Iteration 126Q: 3 clusters Score -2.074056e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -20740572.000000 Penalty: 6048.954102
	Iteration 127Q: 3 clusters Score -2.074057e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 193576 members 
Entering Unmasked Estep 
Score: -20740578.000000 Penalty: 6048.954102
	Iteration 128Q: 3 clusters Score -2.074058e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 193640 members 
Entering Unmasked Estep 
Score: -20740616.000000 Penalty: 6048.954102
	Iteration 129Q: 3 clusters Score -2.074062e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 193714 members 
Entering Unmasked Estep 
Score: -20740626.000000 Penalty: 6048.954102
	Iteration 130Q: 3 clusters Score -2.074063e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 193780 members 
Entering Unmasked Estep 
Score: -20740664.000000 Penalty: 6048.954102
	Iteration 131Q: 3 clusters Score -2.074066e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 193840 members 
Entering Unmasked Estep 
Score: -20740694.000000 Penalty: 6048.954102
	Iteration 132Q: 3 clusters Score -2.074069e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 193893 members 
Entering Unmasked Estep 
Score: -20740696.000000 Penalty: 6048.954102
	Iteration 133Q: 3 clusters Score -2.07407e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 193946 members 
Entering Unmasked Estep 
Score: -20740738.000000 Penalty: 6048.954102
	Iteration 134Q: 3 clusters Score -2.074074e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 194004 members 
Entering Unmasked Estep 
Score: -20740744.000000 Penalty: 6048.954102
	Iteration 135Q: 3 clusters Score -2.074074e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 194072 members 
Entering Unmasked Estep 
Score: -20740766.000000 Penalty: 6048.954102
	Iteration 136Q: 3 clusters Score -2.074077e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 194138 members 
Entering Unmasked Estep 
Score: -20740758.000000 Penalty: 6048.954102
	Iteration 137Q: 3 clusters Score -2.074076e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 194206 members 
Entering Unmasked Estep 
Score: -20740742.000000 Penalty: 6048.954102
	Iteration 138Q: 3 clusters Score -2.074074e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 194268 members 
Entering Unmasked Estep 
Score: -20740762.000000 Penalty: 6048.954102
	Iteration 139Q: 3 clusters Score -2.074076e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 194322 members 
Entering Unmasked Estep 
Score: -20740780.000000 Penalty: 6048.954102
	Iteration 140F: 3 clusters Score -2.074078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 194379 members 
Entering Unmasked Estep 
Score: -20740820.000000 Penalty: 6048.954102
	Iteration 141Q: 3 clusters Score -2.074082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 194436 members 
Entering Unmasked Estep 
Score: -20740838.000000 Penalty: 6048.954102
	Iteration 142Q: 3 clusters Score -2.074084e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 194488 members 
Entering Unmasked Estep 
Score: -20740856.000000 Penalty: 6048.954102
	Iteration 143Q: 3 clusters Score -2.074086e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 194534 members 
Entering Unmasked Estep 
Score: -20740862.000000 Penalty: 6048.954102
	Iteration 144Q: 3 clusters Score -2.074086e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -20740864.000000 Penalty: 6048.954102
	Iteration 145Q: 3 clusters Score -2.074086e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 194650 members 
Entering Unmasked Estep 
Score: -20740882.000000 Penalty: 6048.954102
	Iteration 146Q: 3 clusters Score -2.074088e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 194694 members 
Entering Unmasked Estep 
Score: -20740868.000000 Penalty: 6048.954102
	Iteration 147Q: 3 clusters Score -2.074087e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 194748 members 
Entering Unmasked Estep 
Score: -20740878.000000 Penalty: 6048.954102
	Iteration 148Q: 3 clusters Score -2.074088e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 194798 members 
Entering Unmasked Estep 
Score: -20740896.000000 Penalty: 6048.954102
	Iteration 149Q: 3 clusters Score -2.07409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 194853 members 
Entering Unmasked Estep 
Score: -20740902.000000 Penalty: 6048.954102
	Iteration 150Q: 3 clusters Score -2.07409e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 194916 members 
Entering Unmasked Estep 
Score: -20740910.000000 Penalty: 6048.954102
	Iteration 151Q: 3 clusters Score -2.074091e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 194987 members 
Entering Unmasked Estep 
Score: -20740900.000000 Penalty: 6048.954102
	Iteration 152Q: 3 clusters Score -2.07409e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 195060 members 
Entering Unmasked Estep 
Score: -20740934.000000 Penalty: 6048.954102
	Iteration 153Q: 3 clusters Score -2.074093e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 195148 members 
Entering Unmasked Estep 
Score: -20740934.000000 Penalty: 6048.954102
	Iteration 154Q: 3 clusters Score -2.074093e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 195220 members 
Entering Unmasked Estep 
Score: -20740934.000000 Penalty: 6048.954102
	Iteration 155Q: 3 clusters Score -2.074093e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 195292 members 
Entering Unmasked Estep 
Score: -20740884.000000 Penalty: 6048.954102
	Iteration 156Q: 3 clusters Score -2.074088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 195357 members 
Entering Unmasked Estep 
Score: -20740908.000000 Penalty: 6048.954102
	Iteration 157Q: 3 clusters Score -2.074091e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -20740912.000000 Penalty: 6048.954102
	Iteration 158Q: 3 clusters Score -2.074091e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 195487 members 
Entering Unmasked Estep 
Score: -20740958.000000 Penalty: 6048.954102
	Iteration 159Q: 3 clusters Score -2.074096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 195533 members 
Entering Unmasked Estep 
Score: -20740988.000000 Penalty: 6048.954102
	Iteration 160F: 3 clusters Score -2.074099e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 195587 members 
Entering Unmasked Estep 
Score: -20740956.000000 Penalty: 6048.954102
	Iteration 161Q: 3 clusters Score -2.074096e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 195640 members 
Entering Unmasked Estep 
Score: -20740958.000000 Penalty: 6048.954102
	Iteration 162Q: 3 clusters Score -2.074096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 195681 members 
Entering Unmasked Estep 
Score: -20740966.000000 Penalty: 6048.954102
	Iteration 163Q: 3 clusters Score -2.074097e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 195715 members 
Entering Unmasked Estep 
Score: -20740974.000000 Penalty: 6048.954102
	Iteration 164Q: 3 clusters Score -2.074097e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -20740976.000000 Penalty: 6048.954102
	Iteration 165Q: 3 clusters Score -2.074098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 195765 members 
Entering Unmasked Estep 
Score: -20740984.000000 Penalty: 6048.954102
	Iteration 166Q: 3 clusters Score -2.074098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 195791 members 
Entering Unmasked Estep 
Score: -20740998.000000 Penalty: 6048.954102
	Iteration 167Q: 3 clusters Score -2.0741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 195808 members 
Entering Unmasked Estep 
Score: -20740990.000000 Penalty: 6048.954102
	Iteration 168Q: 3 clusters Score -2.074099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 195829 members 
Entering Unmasked Estep 
Score: -20741012.000000 Penalty: 6048.954102
	Iteration 169Q: 3 clusters Score -2.074101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 195857 members 
Entering Unmasked Estep 
Score: -20741034.000000 Penalty: 6048.954102
	Iteration 170Q: 3 clusters Score -2.074103e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -20741036.000000 Penalty: 6048.954102
	Iteration 171Q: 3 clusters Score -2.074104e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 195907 members 
Entering Unmasked Estep 
Score: -20741050.000000 Penalty: 6048.954102
	Iteration 172Q: 3 clusters Score -2.074105e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 195937 members 
Entering Unmasked Estep 
Score: -20741056.000000 Penalty: 6048.954102
	Iteration 173Q: 3 clusters Score -2.074106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 195964 members 
Entering Unmasked Estep 
Score: -20741052.000000 Penalty: 6048.954102
	Iteration 174Q: 3 clusters Score -2.074105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 195991 members 
Entering Unmasked Estep 
Score: -20741054.000000 Penalty: 6048.954102
	Iteration 175Q: 3 clusters Score -2.074105e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 196018 members 
Entering Unmasked Estep 
Score: -20741052.000000 Penalty: 6048.954102
	Iteration 176Q: 3 clusters Score -2.074105e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 196043 members 
Entering Unmasked Estep 
Score: -20741048.000000 Penalty: 6048.954102
	Iteration 177Q: 3 clusters Score -2.074105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 196074 members 
Entering Unmasked Estep 
Score: -20741032.000000 Penalty: 6048.954102
	Iteration 178Q: 3 clusters Score -2.074103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 196104 members 
Entering Unmasked Estep 
Score: -20741016.000000 Penalty: 6048.954102
	Iteration 179Q: 3 clusters Score -2.074102e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 196133 members 
Entering Unmasked Estep 
Score: -20741046.000000 Penalty: 6048.954102
	Iteration 180F: 3 clusters Score -2.074105e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 196167 members 
Entering Unmasked Estep 
Score: -20741050.000000 Penalty: 6048.954102
	Iteration 181Q: 3 clusters Score -2.074105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 196198 members 
Entering Unmasked Estep 
Score: -20741056.000000 Penalty: 6048.954102
	Iteration 182Q: 3 clusters Score -2.074106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 196225 members 
Entering Unmasked Estep 
Score: -20741076.000000 Penalty: 6048.954102
	Iteration 183Q: 3 clusters Score -2.074108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 196251 members 
Entering Unmasked Estep 
Score: -20741078.000000 Penalty: 6048.954102
	Iteration 184Q: 3 clusters Score -2.074108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 196278 members 
Entering Unmasked Estep 
Score: -20741090.000000 Penalty: 6048.954102
	Iteration 185Q: 3 clusters Score -2.074109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 196310 members 
Entering Unmasked Estep 
Score: -20741100.000000 Penalty: 6048.954102
	Iteration 186Q: 3 clusters Score -2.07411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 196333 members 
Entering Unmasked Estep 
Score: -20741114.000000 Penalty: 6048.954102
	Iteration 187Q: 3 clusters Score -2.074111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 196356 members 
Entering Unmasked Estep 
Score: -20741132.000000 Penalty: 6048.954102
	Iteration 188Q: 3 clusters Score -2.074113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 196374 members 
Entering Unmasked Estep 
Score: -20741132.000000 Penalty: 6048.954102
	Iteration 189Q: 3 clusters Score -2.074113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 196387 members 
Entering Unmasked Estep 
Score: -20741144.000000 Penalty: 6048.954102
	Iteration 190Q: 3 clusters Score -2.074114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 196401 members 
Entering Unmasked Estep 
Score: -20741136.000000 Penalty: 6048.954102
	Iteration 191Q: 3 clusters Score -2.074114e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 196422 members 
Entering Unmasked Estep 
Score: -20741158.000000 Penalty: 6048.954102
	Iteration 192Q: 3 clusters Score -2.074116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 196439 members 
Entering Unmasked Estep 
Score: -20741156.000000 Penalty: 6048.954102
	Iteration 193Q: 3 clusters Score -2.074116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 196455 members 
Entering Unmasked Estep 
Score: -20741138.000000 Penalty: 6048.954102
	Iteration 194Q: 3 clusters Score -2.074114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 196477 members 
Entering Unmasked Estep 
Score: -20741104.000000 Penalty: 6048.954102
	Iteration 195Q: 3 clusters Score -2.07411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 196494 members 
Entering Unmasked Estep 
Score: -20741132.000000 Penalty: 6048.954102
	Iteration 196Q: 3 clusters Score -2.074113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 196514 members 
Entering Unmasked Estep 
Score: -20741112.000000 Penalty: 6048.954102
	Iteration 197Q: 3 clusters Score -2.074111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 196529 members 
Entering Unmasked Estep 
Score: -20741104.000000 Penalty: 6048.954102
	Iteration 198Q: 3 clusters Score -2.07411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 196552 members 
Entering Unmasked Estep 
Score: -20741106.000000 Penalty: 6048.954102
	Iteration 199Q: 3 clusters Score -2.074111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 196575 members 
Entering Unmasked Estep 
Score: -20741112.000000 Penalty: 6048.954102
	Iteration 200F: 3 clusters Score -2.074111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 196595 members 
Entering Unmasked Estep 
Score: -20741132.000000 Penalty: 6048.954102
	Iteration 201Q: 3 clusters Score -2.074113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 196611 members 
Entering Unmasked Estep 
Score: -20741106.000000 Penalty: 6048.954102
	Iteration 202Q: 3 clusters Score -2.074111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 196623 members 
Entering Unmasked Estep 
Score: -20741140.000000 Penalty: 6048.954102
	Iteration 203Q: 3 clusters Score -2.074114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 196633 members 
Entering Unmasked Estep 
Score: -20741114.000000 Penalty: 6048.954102
	Iteration 204Q: 3 clusters Score -2.074111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 196637 members 
Entering Unmasked Estep 
Score: -20741132.000000 Penalty: 6048.954102
	Iteration 205Q: 3 clusters Score -2.074113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 196642 members 
Entering Unmasked Estep 
Score: -20741142.000000 Penalty: 6048.954102
	Iteration 206Q: 3 clusters Score -2.074114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 196646 members 
Entering Unmasked Estep 
Score: -20741138.000000 Penalty: 6048.954102
	Iteration 207Q: 3 clusters Score -2.074114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 196649 members 
Entering Unmasked Estep 
Score: -20741156.000000 Penalty: 6048.954102
	Iteration 208Q: 3 clusters Score -2.074116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 196651 members 
Entering Unmasked Estep 
Score: -20741148.000000 Penalty: 6048.954102
	Iteration 209Q: 3 clusters Score -2.074115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 196650 members 
Entering Unmasked Estep 
Score: -20741144.000000 Penalty: 6048.954102
	Iteration 210Q: 3 clusters Score -2.074114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 196650 members 
Entering Unmasked Estep 
Score: -20741146.000000 Penalty: 6048.954102
	Iteration 211Q: 3 clusters Score -2.074115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 196650 members 
Entering Unmasked Estep 
Score: -20741146.000000 Penalty: 6048.954102
	Iteration 212F: 3 clusters Score -2.074115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Entering Unmasked Estep 
Score: -1144521.625000 Penalty: 2308.499268
	Iteration 0F: 2 clusters Score -1144522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1136182.625000 Penalty: 4616.998535
	Iteration 0F: 3 clusters Score -1136183 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1138653.875000 Penalty: 4616.998535
	Iteration 1F: 3 clusters Score -1138654 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1138929.250000 Penalty: 4616.998535
	Iteration 2F: 3 clusters Score -1138929 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1139127.500000 Penalty: 4616.998535
	Iteration 3Q: 3 clusters Score -1139128 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1139264.500000 Penalty: 4616.998535
	Iteration 4Q: 3 clusters Score -1139264 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1139385.125000 Penalty: 4616.998535
	Iteration 5Q: 3 clusters Score -1139385 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1139491.250000 Penalty: 4616.998535
	Iteration 6Q: 3 clusters Score -1139491 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1139581.875000 Penalty: 4616.998535
	Iteration 7Q: 3 clusters Score -1139582 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1139667.125000 Penalty: 4616.998535
	Iteration 8Q: 3 clusters Score -1139667 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1139761.500000 Penalty: 4616.998535
	Iteration 9Q: 3 clusters Score -1139762 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1139864.000000 Penalty: 4616.998535
	Iteration 10Q: 3 clusters Score -1139864 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1139986.000000 Penalty: 4616.998535
	Iteration 11Q: 3 clusters Score -1139986 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1140126.000000 Penalty: 4616.998535
	Iteration 12Q: 3 clusters Score -1140126 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1140307.000000 Penalty: 4616.998535
	Iteration 13Q: 3 clusters Score -1140307 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1140536.500000 Penalty: 4616.998535
	Iteration 14Q: 3 clusters Score -1140536 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1140799.250000 Penalty: 4616.998535
	Iteration 15Q: 3 clusters Score -1140799 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1141091.875000 Penalty: 4616.998535
	Iteration 16Q: 3 clusters Score -1141092 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1141415.375000 Penalty: 4616.998535
	Iteration 17Q: 3 clusters Score -1141415 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1141728.000000 Penalty: 4616.998535
	Iteration 18Q: 3 clusters Score -1141728 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1141946.625000 Penalty: 4616.998535
	Iteration 19Q: 3 clusters Score -1141947 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1142122.500000 Penalty: 4616.998535
	Iteration 20F: 3 clusters Score -1142122 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1142269.000000 Penalty: 4616.998535
	Iteration 21Q: 3 clusters Score -1142269 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1142377.750000 Penalty: 4616.998535
	Iteration 22Q: 3 clusters Score -1142378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1142459.375000 Penalty: 4616.998535
	Iteration 23Q: 3 clusters Score -1142459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1142499.750000 Penalty: 4616.998535
	Iteration 24Q: 3 clusters Score -1142500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1142526.250000 Penalty: 4616.998535
	Iteration 25Q: 3 clusters Score -1142526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1142543.750000 Penalty: 4616.998535
	Iteration 26Q: 3 clusters Score -1142544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1142558.000000 Penalty: 4616.998535
	Iteration 27Q: 3 clusters Score -1142558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1142567.125000 Penalty: 4616.998535
	Iteration 28Q: 3 clusters Score -1142567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1142570.750000 Penalty: 4616.998535
	Iteration 29Q: 3 clusters Score -1142571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1142572.625000 Penalty: 4616.998535
	Iteration 30Q: 3 clusters Score -1142573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1142577.125000 Penalty: 4616.998535
	Iteration 31Q: 3 clusters Score -1142577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1142585.000000 Penalty: 4616.998535
	Iteration 32Q: 3 clusters Score -1142585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1142590.750000 Penalty: 4616.998535
	Iteration 33Q: 3 clusters Score -1142591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1142597.750000 Penalty: 4616.998535
	Iteration 34Q: 3 clusters Score -1142598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1142598.375000 Penalty: 4616.998535
	Iteration 35Q: 3 clusters Score -1142598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1142601.375000 Penalty: 4616.998535
	Iteration 36Q: 3 clusters Score -1142601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1142605.875000 Penalty: 4616.998535
	Iteration 37Q: 3 clusters Score -1142606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1142611.625000 Penalty: 4616.998535
	Iteration 38Q: 3 clusters Score -1142612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1142612.875000 Penalty: 4616.998535
	Iteration 39Q: 3 clusters Score -1142613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1142613.500000 Penalty: 4616.998535
	Iteration 40F: 3 clusters Score -1142614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Entering Unmasked Estep 
Score: -2106484.500000 Penalty: 2466.244385
	Iteration 0F: 2 clusters Score -2106484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2091855.750000 Penalty: 4932.488770
	Iteration 0F: 3 clusters Score -2091856 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2096769.000000 Penalty: 4932.488770
	Iteration 1F: 3 clusters Score -2096769 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2097160.250000 Penalty: 4932.488770
	Iteration 2F: 3 clusters Score -2097160 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2097458.500000 Penalty: 4932.488770
	Iteration 3Q: 3 clusters Score -2097458 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2097766.000000 Penalty: 4932.488770
	Iteration 4Q: 3 clusters Score -2097766 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2098091.250000 Penalty: 4932.488770
	Iteration 5Q: 3 clusters Score -2098091 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2098522.250000 Penalty: 4932.488770
	Iteration 6Q: 3 clusters Score -2098522 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2099098.000000 Penalty: 4932.488770
	Iteration 7F: 3 clusters Score -2099098 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2099824.000000 Penalty: 4932.488770
	Iteration 8F: 3 clusters Score -2099824 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2100752.500000 Penalty: 4932.488770
	Iteration 9F: 3 clusters Score -2100752 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2101773.500000 Penalty: 4932.488770
	Iteration 10F: 3 clusters Score -2101774 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2102687.000000 Penalty: 4932.488770
	Iteration 11F: 3 clusters Score -2102687 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2103339.500000 Penalty: 4932.488770
	Iteration 12Q: 3 clusters Score -2103340 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2103727.250000 Penalty: 4932.488770
	Iteration 13Q: 3 clusters Score -2103727 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2103979.500000 Penalty: 4932.488770
	Iteration 14Q: 3 clusters Score -2103980 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2104117.750000 Penalty: 4932.488770
	Iteration 15Q: 3 clusters Score -2104118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2104209.000000 Penalty: 4932.488770
	Iteration 16Q: 3 clusters Score -2104209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2104250.750000 Penalty: 4932.488770
	Iteration 17Q: 3 clusters Score -2104251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2104274.000000 Penalty: 4932.488770
	Iteration 18Q: 3 clusters Score -2104274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2104287.000000 Penalty: 4932.488770
	Iteration 19Q: 3 clusters Score -2104287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2104292.500000 Penalty: 4932.488770
	Iteration 20F: 3 clusters Score -2104292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2104296.250000 Penalty: 4932.488770
	Iteration 21Q: 3 clusters Score -2104296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2104302.000000 Penalty: 4932.488770
	Iteration 22Q: 3 clusters Score -2104302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2104302.750000 Penalty: 4932.488770
	Iteration 23Q: 3 clusters Score -2104303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2104306.000000 Penalty: 4932.488770
	Iteration 24Q: 3 clusters Score -2104306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2104311.250000 Penalty: 4932.488770
	Iteration 25Q: 3 clusters Score -2104311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2104315.250000 Penalty: 4932.488770
	Iteration 26Q: 3 clusters Score -2104315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2104317.000000 Penalty: 4932.488770
	Iteration 27Q: 3 clusters Score -2104317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2104323.500000 Penalty: 4932.488770
	Iteration 28Q: 3 clusters Score -2104324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2104323.750000 Penalty: 4932.488770
	Iteration 29Q: 3 clusters Score -2104324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2104328.250000 Penalty: 4932.488770
	Iteration 30Q: 3 clusters Score -2104328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2104329.750000 Penalty: 4932.488770
	Iteration 31Q: 3 clusters Score -2104330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2104329.750000 Penalty: 4932.488770
	Iteration 32F: 3 clusters Score -2104330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113123 members 
Entering Unmasked Estep 
Score: -11878921.000000 Penalty: 2885.785400
	Iteration 0F: 2 clusters Score -1.187892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -11802762.000000 Penalty: 5771.570801
	Iteration 0F: 3 clusters Score -1.180276e+07 nChanged 53944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -11835100.000000 Penalty: 5771.570801
	Iteration 1F: 3 clusters Score -1.18351e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -11836668.000000 Penalty: 5771.570801
	Iteration 2Q: 3 clusters Score -1.183667e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -11838706.000000 Penalty: 5771.570801
	Iteration 3Q: 3 clusters Score -1.183871e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -11841810.000000 Penalty: 5771.570801
	Iteration 4F: 3 clusters Score -1.184181e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -11845990.000000 Penalty: 5771.570801
	Iteration 5F: 3 clusters Score -1.184599e+07 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72109 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -11851804.000000 Penalty: 5771.570801
	Iteration 6F: 3 clusters Score -1.18518e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -11857972.000000 Penalty: 5771.570801
	Iteration 7F: 3 clusters Score -1.185797e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -11862263.000000 Penalty: 5771.570801
	Iteration 8F: 3 clusters Score -1.186226e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78650 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -11864431.000000 Penalty: 5771.570801
	Iteration 9Q: 3 clusters Score -1.186443e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -11865656.000000 Penalty: 5771.570801
	Iteration 10Q: 3 clusters Score -1.186566e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -11866433.000000 Penalty: 5771.570801
	Iteration 11Q: 3 clusters Score -1.186643e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -11867179.000000 Penalty: 5771.570801
	Iteration 12Q: 3 clusters Score -1.186718e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -11867966.000000 Penalty: 5771.570801
	Iteration 13Q: 3 clusters Score -1.186797e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -11868755.000000 Penalty: 5771.570801
	Iteration 14Q: 3 clusters Score -1.186876e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -11869750.000000 Penalty: 5771.570801
	Iteration 15Q: 3 clusters Score -1.186975e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -11870850.000000 Penalty: 5771.570801
	Iteration 16Q: 3 clusters Score -1.187085e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -11872009.000000 Penalty: 5771.570801
	Iteration 17Q: 3 clusters Score -1.187201e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85437 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -11873080.000000 Penalty: 5771.570801
	Iteration 18Q: 3 clusters Score -1.187308e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85962 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -11873839.000000 Penalty: 5771.570801
	Iteration 19Q: 3 clusters Score -1.187384e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -11874416.000000 Penalty: 5771.570801
	Iteration 20F: 3 clusters Score -1.187442e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86821 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -11874707.000000 Penalty: 5771.570801
	Iteration 21Q: 3 clusters Score -1.187471e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -11874887.000000 Penalty: 5771.570801
	Iteration 22Q: 3 clusters Score -1.187489e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -11875011.000000 Penalty: 5771.570801
	Iteration 23Q: 3 clusters Score -1.187501e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -11875060.000000 Penalty: 5771.570801
	Iteration 24Q: 3 clusters Score -1.187506e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88043 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -11875103.000000 Penalty: 5771.570801
	Iteration 25Q: 3 clusters Score -1.18751e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -11875100.000000 Penalty: 5771.570801
	Iteration 26Q: 3 clusters Score -1.18751e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88462 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -11875103.000000 Penalty: 5771.570801
	Iteration 27Q: 3 clusters Score -1.18751e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88612 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -11875130.000000 Penalty: 5771.570801
	Iteration 28Q: 3 clusters Score -1.187513e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -11875154.000000 Penalty: 5771.570801
	Iteration 29Q: 3 clusters Score -1.187515e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -11875180.000000 Penalty: 5771.570801
	Iteration 30Q: 3 clusters Score -1.187518e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -11875191.000000 Penalty: 5771.570801
	Iteration 31Q: 3 clusters Score -1.187519e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -11875241.000000 Penalty: 5771.570801
	Iteration 32Q: 3 clusters Score -1.187524e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -11875242.000000 Penalty: 5771.570801
	Iteration 33Q: 3 clusters Score -1.187524e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -11875207.000000 Penalty: 5771.570801
	Iteration 34Q: 3 clusters Score -1.187521e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -11875213.000000 Penalty: 5771.570801
	Iteration 35Q: 3 clusters Score -1.187521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -11875195.000000 Penalty: 5771.570801
	Iteration 36Q: 3 clusters Score -1.18752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -11875206.000000 Penalty: 5771.570801
	Iteration 37Q: 3 clusters Score -1.187521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -11875194.000000 Penalty: 5771.570801
	Iteration 38Q: 3 clusters Score -1.187519e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -11875216.000000 Penalty: 5771.570801
	Iteration 39Q: 3 clusters Score -1.187522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -11875213.000000 Penalty: 5771.570801
	Iteration 40F: 3 clusters Score -1.187521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -11875228.000000 Penalty: 5771.570801
	Iteration 41Q: 3 clusters Score -1.187523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89337 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -11875240.000000 Penalty: 5771.570801
	Iteration 42Q: 3 clusters Score -1.187524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -11875246.000000 Penalty: 5771.570801
	Iteration 43Q: 3 clusters Score -1.187525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -11875246.000000 Penalty: 5771.570801
	Iteration 44Q: 3 clusters Score -1.187525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -11875245.000000 Penalty: 5771.570801
	Iteration 45Q: 3 clusters Score -1.187524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -11875246.000000 Penalty: 5771.570801
	Iteration 46Q: 3 clusters Score -1.187525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -11875242.000000 Penalty: 5771.570801
	Iteration 47Q: 3 clusters Score -1.187524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -11875249.000000 Penalty: 5771.570801
	Iteration 48Q: 3 clusters Score -1.187525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -11875240.000000 Penalty: 5771.570801
	Iteration 49Q: 3 clusters Score -1.187524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -11875235.000000 Penalty: 5771.570801
	Iteration 50Q: 3 clusters Score -1.187524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -11875248.000000 Penalty: 5771.570801
	Iteration 51Q: 3 clusters Score -1.187525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89391 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -11875240.000000 Penalty: 5771.570801
	Iteration 52Q: 3 clusters Score -1.187524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -11875225.000000 Penalty: 5771.570801
	Iteration 53Q: 3 clusters Score -1.187522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -11875221.000000 Penalty: 5771.570801
	Iteration 54Q: 3 clusters Score -1.187522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -11875212.000000 Penalty: 5771.570801
	Iteration 55Q: 3 clusters Score -1.187521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -11875218.000000 Penalty: 5771.570801
	Iteration 56Q: 3 clusters Score -1.187522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -11875220.000000 Penalty: 5771.570801
	Iteration 57Q: 3 clusters Score -1.187522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -11875218.000000 Penalty: 5771.570801
	Iteration 58Q: 3 clusters Score -1.187522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -11875219.000000 Penalty: 5771.570801
	Iteration 59Q: 3 clusters Score -1.187522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -11875212.000000 Penalty: 5771.570801
	Iteration 60F: 3 clusters Score -1.187521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -11875205.000000 Penalty: 5771.570801
	Iteration 61Q: 3 clusters Score -1.18752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -11875213.000000 Penalty: 5771.570801
	Iteration 62Q: 3 clusters Score -1.187521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -11875214.000000 Penalty: 5771.570801
	Iteration 63Q: 3 clusters Score -1.187521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -11875214.000000 Penalty: 5771.570801
	Iteration 64F: 3 clusters Score -1.187521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 19378 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 30882 members 
Mstep: Class 9 contains 9840 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 14 contains 199002 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 22926 members 
Mstep: Class 19 contains 197891 members 
Mstep: Class 20 contains 11031 members 
Mstep: Class 21 contains 20838 members 
Mstep: Class 22 contains 113123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057296.000000 Penalty: 49969.234375
Iteration 79Q: 16 clusters Score -7.00573e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 19544 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 30863 members 
Mstep: Class 9 contains 9773 members 
Mstep: Class 11 contains 40492 members 
Mstep: Class 14 contains 198959 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 22827 members 
Mstep: Class 19 contains 199084 members 
Mstep: Class 20 contains 10924 members 
Mstep: Class 21 contains 20897 members 
Mstep: Class 22 contains 112251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057512.000000 Penalty: 49969.234375
Iteration 80F: 16 clusters Score -7.005751e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 30849 members 
Mstep: Class 9 contains 9705 members 
Mstep: Class 11 contains 40441 members 
Mstep: Class 14 contains 198890 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 22736 members 
Mstep: Class 19 contains 200345 members 
Mstep: Class 20 contains 10793 members 
Mstep: Class 21 contains 20982 members 
Mstep: Class 22 contains 111359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057496.000000 Penalty: 49969.234375
Iteration 81Q: 16 clusters Score -7.00575e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 19855 members 
Mstep: Class 5 contains 7774 members 
Mstep: Class 6 contains 30840 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 11 contains 40388 members 
Mstep: Class 14 contains 198784 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1143 members 
Mstep: Class 17 contains 22663 members 
Mstep: Class 19 contains 201491 members 
Mstep: Class 20 contains 10674 members 
Mstep: Class 21 contains 21059 members 
Mstep: Class 22 contains 110553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057584.000000 Penalty: 49969.234375
Iteration 82Q: 16 clusters Score -7.005758e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 20016 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 30845 members 
Mstep: Class 9 contains 9584 members 
Mstep: Class 11 contains 40355 members 
Mstep: Class 14 contains 198737 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1144 members 
Mstep: Class 17 contains 22594 members 
Mstep: Class 19 contains 202493 members 
Mstep: Class 20 contains 10563 members 
Mstep: Class 21 contains 21122 members 
Mstep: Class 22 contains 109775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057456.000000 Penalty: 49969.234375
Iteration 83Q: 16 clusters Score -7.005746e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 20141 members 
Mstep: Class 5 contains 7482 members 
Mstep: Class 6 contains 30842 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 11 contains 40363 members 
Mstep: Class 14 contains 198712 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 17 contains 22519 members 
Mstep: Class 19 contains 203407 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 21195 members 
Mstep: Class 22 contains 109070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057112.000000 Penalty: 49969.234375
Iteration 84Q: 16 clusters Score -7.005711e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 20250 members 
Mstep: Class 5 contains 7382 members 
Mstep: Class 6 contains 30845 members 
Mstep: Class 9 contains 9499 members 
Mstep: Class 11 contains 40372 members 
Mstep: Class 14 contains 198763 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 17 contains 22442 members 
Mstep: Class 19 contains 204159 members 
Mstep: Class 20 contains 10340 members 
Mstep: Class 21 contains 21278 members 
Mstep: Class 22 contains 108381 members 
Entering Unmasked Estep 
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Iteration 85Q: 16 clusters Score -7.005673e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 20343 members 
Mstep: Class 5 contains 7286 members 
Mstep: Class 6 contains 30835 members 
Mstep: Class 9 contains 9456 members 
Mstep: Class 11 contains 40376 members 
Mstep: Class 14 contains 198871 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1145 members 
Mstep: Class 17 contains 22385 members 
Mstep: Class 19 contains 204843 members 
Mstep: Class 20 contains 10250 members 
Mstep: Class 21 contains 21347 members 
Mstep: Class 22 contains 107716 members 
Entering Unmasked Estep 
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Iteration 86Q: 16 clusters Score -7.005682e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 20445 members 
Mstep: Class 5 contains 7204 members 
Mstep: Class 6 contains 30829 members 
Mstep: Class 9 contains 9423 members 
Mstep: Class 11 contains 40407 members 
Mstep: Class 14 contains 199047 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 22349 members 
Mstep: Class 19 contains 205357 members 
Mstep: Class 20 contains 10155 members 
Mstep: Class 21 contains 21409 members 
Mstep: Class 22 contains 107081 members 
Entering Unmasked Estep 
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Iteration 87Q: 16 clusters Score -7.00566e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 20551 members 
Mstep: Class 5 contains 7131 members 
Mstep: Class 6 contains 30829 members 
Mstep: Class 9 contains 9394 members 
Mstep: Class 11 contains 40462 members 
Mstep: Class 14 contains 199265 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 22318 members 
Mstep: Class 19 contains 205724 members 
Mstep: Class 20 contains 10045 members 
Mstep: Class 21 contains 21471 members 
Mstep: Class 22 contains 106507 members 
Entering Unmasked Estep 
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Iteration 88Q: 16 clusters Score -7.00565e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 20625 members 
Mstep: Class 5 contains 7062 members 
Mstep: Class 6 contains 30834 members 
Mstep: Class 9 contains 9352 members 
Mstep: Class 11 contains 40522 members 
Mstep: Class 14 contains 199543 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 22285 members 
Mstep: Class 19 contains 206014 members 
Mstep: Class 20 contains 9949 members 
Mstep: Class 21 contains 21535 members 
Mstep: Class 22 contains 105972 members 
Entering Unmasked Estep 
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Iteration 89Q: 16 clusters Score -7.005613e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 20697 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 30825 members 
Mstep: Class 9 contains 9321 members 
Mstep: Class 11 contains 40605 members 
Mstep: Class 14 contains 199811 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 22255 members 
Mstep: Class 19 contains 206231 members 
Mstep: Class 20 contains 9858 members 
Mstep: Class 21 contains 21595 members 
Mstep: Class 22 contains 105500 members 
Entering Unmasked Estep 
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Iteration 90Q: 16 clusters Score -7.005595e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 20768 members 
Mstep: Class 5 contains 6915 members 
Mstep: Class 6 contains 30820 members 
Mstep: Class 9 contains 9292 members 
Mstep: Class 11 contains 40664 members 
Mstep: Class 14 contains 200161 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 22241 members 
Mstep: Class 19 contains 206356 members 
Mstep: Class 20 contains 9762 members 
Mstep: Class 21 contains 21650 members 
Mstep: Class 22 contains 105043 members 
Entering Unmasked Estep 
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Iteration 91Q: 16 clusters Score -7.00559e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 20832 members 
Mstep: Class 5 contains 6842 members 
Mstep: Class 6 contains 30825 members 
Mstep: Class 9 contains 9257 members 
Mstep: Class 11 contains 40721 members 
Mstep: Class 14 contains 200524 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 22231 members 
Mstep: Class 19 contains 206411 members 
Mstep: Class 20 contains 9672 members 
Mstep: Class 21 contains 21717 members 
Mstep: Class 22 contains 104638 members 
Entering Unmasked Estep 
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Iteration 92Q: 16 clusters Score -7.0056e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 20887 members 
Mstep: Class 5 contains 6778 members 
Mstep: Class 6 contains 30833 members 
Mstep: Class 9 contains 9221 members 
Mstep: Class 11 contains 40789 members 
Mstep: Class 14 contains 200923 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 22206 members 
Mstep: Class 19 contains 206430 members 
Mstep: Class 20 contains 9562 members 
Mstep: Class 21 contains 21793 members 
Mstep: Class 22 contains 104245 members 
Entering Unmasked Estep 
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Iteration 93Q: 16 clusters Score -7.005578e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 20949 members 
Mstep: Class 5 contains 6715 members 
Mstep: Class 6 contains 30838 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 11 contains 40846 members 
Mstep: Class 14 contains 201312 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 22191 members 
Mstep: Class 19 contains 206433 members 
Mstep: Class 20 contains 9458 members 
Mstep: Class 21 contains 21863 members 
Mstep: Class 22 contains 103883 members 
Entering Unmasked Estep 
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Iteration 94Q: 16 clusters Score -7.005557e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 20998 members 
Mstep: Class 5 contains 6662 members 
Mstep: Class 6 contains 30852 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 11 contains 40911 members 
Mstep: Class 14 contains 201631 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 22177 members 
Mstep: Class 19 contains 206430 members 
Mstep: Class 20 contains 9372 members 
Mstep: Class 21 contains 21926 members 
Mstep: Class 22 contains 103561 members 
Entering Unmasked Estep 
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Iteration 95Q: 16 clusters Score -7.00553e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 21051 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 30868 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 11 contains 40966 members 
Mstep: Class 14 contains 201908 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 22160 members 
Mstep: Class 19 contains 206412 members 
Mstep: Class 20 contains 9284 members 
Mstep: Class 21 contains 21982 members 
Mstep: Class 22 contains 103291 members 
Entering Unmasked Estep 
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Iteration 96Q: 16 clusters Score -7.00553e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 21102 members 
Mstep: Class 5 contains 6591 members 
Mstep: Class 6 contains 30886 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 11 contains 41016 members 
Mstep: Class 14 contains 202140 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 22158 members 
Mstep: Class 19 contains 206392 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 22046 members 
Mstep: Class 22 contains 103057 members 
Entering Unmasked Estep 
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Iteration 97Q: 16 clusters Score -7.00552e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 21151 members 
Mstep: Class 5 contains 6552 members 
Mstep: Class 6 contains 30894 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 11 contains 41061 members 
Mstep: Class 14 contains 202370 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 22140 members 
Mstep: Class 19 contains 206423 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 22125 members 
Mstep: Class 22 contains 102811 members 
Entering Unmasked Estep 
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Iteration 98Q: 16 clusters Score -7.005503e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 21210 members 
Mstep: Class 5 contains 6512 members 
Mstep: Class 6 contains 30893 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 11 contains 41104 members 
Mstep: Class 14 contains 202546 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 22123 members 
Mstep: Class 19 contains 206460 members 
Mstep: Class 20 contains 8954 members 
Mstep: Class 21 contains 22206 members 
Mstep: Class 22 contains 102614 members 
Entering Unmasked Estep 
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Iteration 99Q: 16 clusters Score -7.005475e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 21260 members 
Mstep: Class 5 contains 6464 members 
Mstep: Class 6 contains 30893 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 11 contains 41164 members 
Mstep: Class 14 contains 202708 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 22110 members 
Mstep: Class 19 contains 206517 members 
Mstep: Class 20 contains 8845 members 
Mstep: Class 21 contains 22275 members 
Mstep: Class 22 contains 102413 members 
Entering Unmasked Estep 
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Iteration 100F: 16 clusters Score -7.005445e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 21298 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 30897 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 11 contains 41218 members 
Mstep: Class 14 contains 202849 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 22077 members 
Mstep: Class 19 contains 206572 members 
Mstep: Class 20 contains 8748 members 
Mstep: Class 21 contains 22341 members 
Mstep: Class 22 contains 102255 members 
Entering Unmasked Estep 
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Iteration 101Q: 16 clusters Score -7.005438e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 21347 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 30904 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 11 contains 41264 members 
Mstep: Class 14 contains 202928 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 22060 members 
Mstep: Class 19 contains 206630 members 
Mstep: Class 20 contains 8659 members 
Mstep: Class 21 contains 22407 members 
Mstep: Class 22 contains 102109 members 
Entering Unmasked Estep 
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Iteration 102Q: 16 clusters Score -7.005433e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 21398 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 30904 members 
Mstep: Class 9 contains 8915 members 
Mstep: Class 11 contains 41283 members 
Mstep: Class 14 contains 202988 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 22035 members 
Mstep: Class 19 contains 206729 members 
Mstep: Class 20 contains 8549 members 
Mstep: Class 21 contains 22475 members 
Mstep: Class 22 contains 101996 members 
Entering Unmasked Estep 
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Iteration 103Q: 16 clusters Score -7.005422e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 21460 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 30908 members 
Mstep: Class 9 contains 8884 members 
Mstep: Class 11 contains 41317 members 
Mstep: Class 14 contains 203039 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 22022 members 
Mstep: Class 19 contains 206813 members 
Mstep: Class 20 contains 8434 members 
Mstep: Class 21 contains 22548 members 
Mstep: Class 22 contains 101871 members 
Entering Unmasked Estep 
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Iteration 104Q: 16 clusters Score -7.005422e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 21513 members 
Mstep: Class 5 contains 6319 members 
Mstep: Class 6 contains 30920 members 
Mstep: Class 9 contains 8855 members 
Mstep: Class 11 contains 41351 members 
Mstep: Class 14 contains 203038 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 22021 members 
Mstep: Class 19 contains 206909 members 
Mstep: Class 20 contains 8337 members 
Mstep: Class 21 contains 22622 members 
Mstep: Class 22 contains 101760 members 
Entering Unmasked Estep 
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Iteration 105Q: 16 clusters Score -7.005433e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 21575 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 30924 members 
Mstep: Class 9 contains 8829 members 
Mstep: Class 11 contains 41380 members 
Mstep: Class 14 contains 203018 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 22011 members 
Mstep: Class 19 contains 207004 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 22702 members 
Mstep: Class 22 contains 101676 members 
Entering Unmasked Estep 
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Iteration 106Q: 16 clusters Score -7.005428e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 21658 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 30927 members 
Mstep: Class 9 contains 8795 members 
Mstep: Class 11 contains 41402 members 
Mstep: Class 14 contains 203000 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 22004 members 
Mstep: Class 19 contains 207099 members 
Mstep: Class 20 contains 8120 members 
Mstep: Class 21 contains 22765 members 
Mstep: Class 22 contains 101587 members 
Entering Unmasked Estep 
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Iteration 107Q: 16 clusters Score -7.005414e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 21725 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 30933 members 
Mstep: Class 9 contains 8769 members 
Mstep: Class 11 contains 41427 members 
Mstep: Class 14 contains 202982 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 21989 members 
Mstep: Class 19 contains 207183 members 
Mstep: Class 20 contains 8008 members 
Mstep: Class 21 contains 22855 members 
Mstep: Class 22 contains 101513 members 
Entering Unmasked Estep 
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Iteration 108Q: 16 clusters Score -7.005414e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 21793 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 30933 members 
Mstep: Class 9 contains 8728 members 
Mstep: Class 11 contains 41461 members 
Mstep: Class 14 contains 202997 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1146 members 
Mstep: Class 17 contains 21974 members 
Mstep: Class 19 contains 207252 members 
Mstep: Class 20 contains 7898 members 
Mstep: Class 21 contains 22942 members 
Mstep: Class 22 contains 101431 members 
Entering Unmasked Estep 
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Iteration 109Q: 16 clusters Score -7.005407e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 21842 members 
Mstep: Class 5 contains 6199 members 
Mstep: Class 6 contains 30932 members 
Mstep: Class 9 contains 8692 members 
Mstep: Class 11 contains 41482 members 
Mstep: Class 14 contains 203013 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 21964 members 
Mstep: Class 19 contains 207352 members 
Mstep: Class 20 contains 7774 members 
Mstep: Class 21 contains 23045 members 
Mstep: Class 22 contains 101347 members 
Entering Unmasked Estep 
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Iteration 110Q: 16 clusters Score -7.0054e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 21885 members 
Mstep: Class 5 contains 6152 members 
Mstep: Class 6 contains 30932 members 
Mstep: Class 9 contains 8652 members 
Mstep: Class 11 contains 41511 members 
Mstep: Class 14 contains 203020 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 21958 members 
Mstep: Class 19 contains 207486 members 
Mstep: Class 20 contains 7654 members 
Mstep: Class 21 contains 23144 members 
Mstep: Class 22 contains 101244 members 
Entering Unmasked Estep 
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Iteration 111Q: 16 clusters Score -7.005416e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 21933 members 
Mstep: Class 5 contains 6115 members 
Mstep: Class 6 contains 30932 members 
Mstep: Class 9 contains 8633 members 
Mstep: Class 11 contains 41546 members 
Mstep: Class 14 contains 203008 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1147 members 
Mstep: Class 17 contains 21947 members 
Mstep: Class 19 contains 207610 members 
Mstep: Class 20 contains 7543 members 
Mstep: Class 21 contains 23237 members 
Mstep: Class 22 contains 101133 members 
Entering Unmasked Estep 
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Iteration 112Q: 16 clusters Score -7.0054e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 21973 members 
Mstep: Class 5 contains 6084 members 
Mstep: Class 6 contains 30927 members 
Mstep: Class 9 contains 8605 members 
Mstep: Class 11 contains 41588 members 
Mstep: Class 14 contains 202989 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 21933 members 
Mstep: Class 19 contains 207746 members 
Mstep: Class 20 contains 7438 members 
Mstep: Class 21 contains 23332 members 
Mstep: Class 22 contains 101022 members 
Entering Unmasked Estep 
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Iteration 113Q: 16 clusters Score -7.005406e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 21997 members 
Mstep: Class 5 contains 6047 members 
Mstep: Class 6 contains 30927 members 
Mstep: Class 9 contains 8580 members 
Mstep: Class 11 contains 41622 members 
Mstep: Class 14 contains 202978 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21924 members 
Mstep: Class 19 contains 207862 members 
Mstep: Class 20 contains 7350 members 
Mstep: Class 21 contains 23424 members 
Mstep: Class 22 contains 100924 members 
Entering Unmasked Estep 
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Iteration 114Q: 16 clusters Score -7.005391e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 22034 members 
Mstep: Class 5 contains 6012 members 
Mstep: Class 6 contains 30928 members 
Mstep: Class 9 contains 8555 members 
Mstep: Class 11 contains 41666 members 
Mstep: Class 14 contains 202959 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 21921 members 
Mstep: Class 19 contains 207959 members 
Mstep: Class 20 contains 7266 members 
Mstep: Class 21 contains 23503 members 
Mstep: Class 22 contains 100833 members 
Entering Unmasked Estep 
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Iteration 115Q: 16 clusters Score -7.005394e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 22076 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 30926 members 
Mstep: Class 9 contains 8523 members 
Mstep: Class 11 contains 41713 members 
Mstep: Class 14 contains 202951 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21919 members 
Mstep: Class 19 contains 208043 members 
Mstep: Class 20 contains 7176 members 
Mstep: Class 21 contains 23582 members 
Mstep: Class 22 contains 100738 members 
Entering Unmasked Estep 
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Iteration 116Q: 16 clusters Score -7.005396e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 22117 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 30930 members 
Mstep: Class 9 contains 8489 members 
Mstep: Class 11 contains 41748 members 
Mstep: Class 14 contains 202956 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21919 members 
Mstep: Class 19 contains 208116 members 
Mstep: Class 20 contains 7094 members 
Mstep: Class 21 contains 23654 members 
Mstep: Class 22 contains 100647 members 
Entering Unmasked Estep 
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Iteration 117Q: 16 clusters Score -7.005405e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 22172 members 
Mstep: Class 5 contains 5933 members 
Mstep: Class 6 contains 30935 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 11 contains 41796 members 
Mstep: Class 14 contains 202939 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21923 members 
Mstep: Class 19 contains 208178 members 
Mstep: Class 20 contains 7020 members 
Mstep: Class 21 contains 23711 members 
Mstep: Class 22 contains 100563 members 
Entering Unmasked Estep 
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Iteration 118Q: 16 clusters Score -7.005409e+07 nChanged 651
Entering ConstructFrom: 
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Entering ConstructFrom: 
Trying to split cluster 1 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -442888.125000 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -442888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -438753.625000 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -438753.6 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -439653.125000 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -439653.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -439832.875000 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -439832.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -439953.250000 Penalty: 4162.135742
	Iteration 3Q: 3 clusters Score -439953.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -440045.187500 Penalty: 4162.135742
	Iteration 4Q: 3 clusters Score -440045.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -440125.375000 Penalty: 4162.135742
	Iteration 5Q: 3 clusters Score -440125.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -440206.125000 Penalty: 4162.135742
	Iteration 6Q: 3 clusters Score -440206.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -440293.718750 Penalty: 4162.135742
	Iteration 7Q: 3 clusters Score -440293.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -440380.062500 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -440380.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -440456.125000 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -440456.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -440544.312500 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -440544.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -440625.093750 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -440625.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -440698.031250 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -440698 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -440773.093750 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -440773.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -440850.343750 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -440850.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -440938.593750 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -440938.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -441028.625000 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -441028.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -441100.437500 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -441100.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -441163.968750 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -441164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -441214.812500 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -441214.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -441265.281250 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -441265.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -441304.156250 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -441304.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -441340.531250 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -441340.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -441377.312500 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -441377.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -441401.343750 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -441401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -441418.156250 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -441418.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -441427.187500 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -441427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -441432.531250 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -441432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -441437.218750 Penalty: 4162.135742
	Iteration 28Q: 3 clusters Score -441437.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -441445.687500 Penalty: 4162.135742
	Iteration 29Q: 3 clusters Score -441445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -441452.375000 Penalty: 4162.135742
	Iteration 30Q: 3 clusters Score -441452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -441457.531250 Penalty: 4162.135742
	Iteration 31Q: 3 clusters Score -441457.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -441462.250000 Penalty: 4162.135742
	Iteration 32Q: 3 clusters Score -441462.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -441465.531250 Penalty: 4162.135742
	Iteration 33Q: 3 clusters Score -441465.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -441471.562500 Penalty: 4162.135742
	Iteration 34Q: 3 clusters Score -441471.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -441471.937500 Penalty: 4162.135742
	Iteration 35Q: 3 clusters Score -441471.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -441471.937500 Penalty: 4162.135742
	Iteration 36F: 3 clusters Score -441471.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -171261.843750 Penalty: 1872.824585
	Iteration 0F: 2 clusters Score -171261.8 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 931 members 
Entering Unmasked Estep 
Score: -168804.468750 Penalty: 3745.649170
	Iteration 0F: 3 clusters Score -168804.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -169614.687500 Penalty: 3745.649170
	Iteration 1F: 3 clusters Score -169614.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -170063.937500 Penalty: 3745.649170
	Iteration 2F: 3 clusters Score -170063.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -170461.734375 Penalty: 3745.649170
	Iteration 3F: 3 clusters Score -170461.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -170708.703125 Penalty: 3745.649170
	Iteration 4F: 3 clusters Score -170708.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -170913.671875 Penalty: 3745.649170
	Iteration 5Q: 3 clusters Score -170913.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -171206.968750 Penalty: 3745.649170
	Iteration 6Q: 3 clusters Score -171207 nChanged 84
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: -171728.140625 Penalty: 3745.649170
	Iteration 7Q: 3 clusters Score -171728.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -172212.203125 Penalty: 3745.649170
	Iteration 8Q: 3 clusters Score -172212.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -172293.296875 Penalty: 3745.649170
	Iteration 9Q: 3 clusters Score -172293.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -172321.296875 Penalty: 3745.649170
	Iteration 10Q: 3 clusters Score -172321.3 nChanged 20
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: -172338.218750 Penalty: 3745.649170
	Iteration 11Q: 3 clusters Score -172338.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -172356.296875 Penalty: 3745.649170
	Iteration 12Q: 3 clusters Score -172356.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -172362.234375 Penalty: 3745.649170
	Iteration 13Q: 3 clusters Score -172362.2 nChanged 2
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: -172363.281250 Penalty: 3745.649170
	Iteration 14Q: 3 clusters Score -172363.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -172363.875000 Penalty: 3745.649170
	Iteration 15Q: 3 clusters Score -172363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -172363.875000 Penalty: 3745.649170
	Iteration 16F: 3 clusters Score -172363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 22225 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 30935 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 11 contains 41848 members 
Mstep: Class 14 contains 202942 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21920 members 
Mstep: Class 19 contains 208238 members 
Mstep: Class 20 contains 6935 members 
Mstep: Class 21 contains 23780 members 
Mstep: Class 22 contains 100462 members 
Entering Unmasked Estep 
Score: -70053728.000000 Penalty: 53300.515625
Splitting cluster 3 changes total score from -70054088.000000 to -70053728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (22225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Entering Unmasked Estep 
Score: -2323962.250000 Penalty: 2482.225342
	Iteration 0F: 2 clusters Score -2323962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2308406.250000 Penalty: 4964.450684
	Iteration 0F: 3 clusters Score -2308406 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2313565.000000 Penalty: 4964.450684
	Iteration 1F: 3 clusters Score -2313565 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2313900.250000 Penalty: 4964.450684
	Iteration 2Q: 3 clusters Score -2313900 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2314181.500000 Penalty: 4964.450684
	Iteration 3Q: 3 clusters Score -2314182 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2314397.500000 Penalty: 4964.450684
	Iteration 4Q: 3 clusters Score -2314398 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2314574.000000 Penalty: 4964.450684
	Iteration 5Q: 3 clusters Score -2314574 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2314734.750000 Penalty: 4964.450684
	Iteration 6Q: 3 clusters Score -2314735 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2314917.750000 Penalty: 4964.450684
	Iteration 7Q: 3 clusters Score -2314918 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2315141.750000 Penalty: 4964.450684
	Iteration 8Q: 3 clusters Score -2315142 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2315430.750000 Penalty: 4964.450684
	Iteration 9Q: 3 clusters Score -2315431 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2315870.750000 Penalty: 4964.450684
	Iteration 10Q: 3 clusters Score -2315871 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2316443.500000 Penalty: 4964.450684
	Iteration 11Q: 3 clusters Score -2316444 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2317307.500000 Penalty: 4964.450684
	Iteration 12F: 3 clusters Score -2317308 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2318375.500000 Penalty: 4964.450684
	Iteration 13F: 3 clusters Score -2318376 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2319500.750000 Penalty: 4964.450684
	Iteration 14F: 3 clusters Score -2319501 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2320383.000000 Penalty: 4964.450684
	Iteration 15Q: 3 clusters Score -2320383 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2320971.500000 Penalty: 4964.450684
	Iteration 16Q: 3 clusters Score -2320972 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2321327.250000 Penalty: 4964.450684
	Iteration 17Q: 3 clusters Score -2321327 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2321547.500000 Penalty: 4964.450684
	Iteration 18Q: 3 clusters Score -2321548 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2321660.250000 Penalty: 4964.450684
	Iteration 19Q: 3 clusters Score -2321660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2321717.250000 Penalty: 4964.450684
	Iteration 20F: 3 clusters Score -2321717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2321744.250000 Penalty: 4964.450684
	Iteration 21Q: 3 clusters Score -2321744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2321764.750000 Penalty: 4964.450684
	Iteration 22Q: 3 clusters Score -2321765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2321774.750000 Penalty: 4964.450684
	Iteration 23Q: 3 clusters Score -2321775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2321787.250000 Penalty: 4964.450684
	Iteration 24Q: 3 clusters Score -2321787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2321795.500000 Penalty: 4964.450684
	Iteration 25Q: 3 clusters Score -2321796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2321799.000000 Penalty: 4964.450684
	Iteration 26Q: 3 clusters Score -2321799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2321803.250000 Penalty: 4964.450684
	Iteration 27Q: 3 clusters Score -2321803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2321802.500000 Penalty: 4964.450684
	Iteration 28Q: 3 clusters Score -2321802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2321804.000000 Penalty: 4964.450684
	Iteration 29Q: 3 clusters Score -2321804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2321807.500000 Penalty: 4964.450684
	Iteration 30Q: 3 clusters Score -2321808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2321807.500000 Penalty: 4964.450684
	Iteration 31F: 3 clusters Score -2321808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -636739.750000 Penalty: 2153.605469
	Iteration 0F: 2 clusters Score -636739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -631671.125000 Penalty: 4307.210938
	Iteration 0F: 3 clusters Score -631671.1 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -632899.562500 Penalty: 4307.210938
	Iteration 1F: 3 clusters Score -632899.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -633129.312500 Penalty: 4307.210938
	Iteration 2F: 3 clusters Score -633129.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -633255.187500 Penalty: 4307.210938
	Iteration 3Q: 3 clusters Score -633255.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -633327.312500 Penalty: 4307.210938
	Iteration 4Q: 3 clusters Score -633327.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -633387.562500 Penalty: 4307.210938
	Iteration 5Q: 3 clusters Score -633387.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -633428.437500 Penalty: 4307.210938
	Iteration 6Q: 3 clusters Score -633428.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -633472.125000 Penalty: 4307.210938
	Iteration 7Q: 3 clusters Score -633472.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -633511.312500 Penalty: 4307.210938
	Iteration 8Q: 3 clusters Score -633511.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -633538.812500 Penalty: 4307.210938
	Iteration 9Q: 3 clusters Score -633538.8 nChanged 62
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: -633556.625000 Penalty: 4307.210938
	Iteration 10Q: 3 clusters Score -633556.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -633570.937500 Penalty: 4307.210938
	Iteration 11Q: 3 clusters Score -633570.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -633578.187500 Penalty: 4307.210938
	Iteration 12Q: 3 clusters Score -633578.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -633583.937500 Penalty: 4307.210938
	Iteration 13Q: 3 clusters Score -633583.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -633587.562500 Penalty: 4307.210938
	Iteration 14Q: 3 clusters Score -633587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -633590.562500 Penalty: 4307.210938
	Iteration 15Q: 3 clusters Score -633590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -633594.437500 Penalty: 4307.210938
	Iteration 16Q: 3 clusters Score -633594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -633600.000000 Penalty: 4307.210938
	Iteration 17Q: 3 clusters Score -633600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -633603.937500 Penalty: 4307.210938
	Iteration 18Q: 3 clusters Score -633603.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -633606.250000 Penalty: 4307.210938
	Iteration 19Q: 3 clusters Score -633606.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -633609.625000 Penalty: 4307.210938
	Iteration 20F: 3 clusters Score -633609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -633609.562500 Penalty: 4307.210938
	Iteration 21Q: 3 clusters Score -633609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -633613.187500 Penalty: 4307.210938
	Iteration 22Q: 3 clusters Score -633613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -633615.000000 Penalty: 4307.210938
	Iteration 23Q: 3 clusters Score -633615 nChanged 10
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: -633616.750000 Penalty: 4307.210938
	Iteration 24Q: 3 clusters Score -633616.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -633618.125000 Penalty: 4307.210938
	Iteration 25Q: 3 clusters Score -633618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -633617.937500 Penalty: 4307.210938
	Iteration 26Q: 3 clusters Score -633617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -633618.500000 Penalty: 4307.210938
	Iteration 27Q: 3 clusters Score -633618.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -633620.250000 Penalty: 4307.210938
	Iteration 28Q: 3 clusters Score -633620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -633622.000000 Penalty: 4307.210938
	Iteration 29Q: 3 clusters Score -633622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -633619.812500 Penalty: 4307.210938
	Iteration 30Q: 3 clusters Score -633619.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -633623.750000 Penalty: 4307.210938
	Iteration 31Q: 3 clusters Score -633623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -633625.062500 Penalty: 4307.210938
	Iteration 32Q: 3 clusters Score -633625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -633626.687500 Penalty: 4307.210938
	Iteration 33Q: 3 clusters Score -633626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -633627.937500 Penalty: 4307.210938
	Iteration 34Q: 3 clusters Score -633627.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -633629.187500 Penalty: 4307.210938
	Iteration 35Q: 3 clusters Score -633629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -633631.687500 Penalty: 4307.210938
	Iteration 36Q: 3 clusters Score -633631.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -633631.937500 Penalty: 4307.210938
	Iteration 37Q: 3 clusters Score -633631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -633632.750000 Penalty: 4307.210938
	Iteration 38Q: 3 clusters Score -633632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -633633.312500 Penalty: 4307.210938
	Iteration 39Q: 3 clusters Score -633633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -633634.250000 Penalty: 4307.210938
	Iteration 40F: 3 clusters Score -633634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -633634.625000 Penalty: 4307.210938
	Iteration 41Q: 3 clusters Score -633634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -633634.000000 Penalty: 4307.210938
	Iteration 42Q: 3 clusters Score -633634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -633634.000000 Penalty: 4307.210938
	Iteration 43F: 3 clusters Score -633634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Entering Unmasked Estep 
Score: -3247259.750000 Penalty: 2564.231689
	Iteration 0F: 2 clusters Score -3247260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3226072.500000 Penalty: 5128.463379
	Iteration 0F: 3 clusters Score -3226072 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3233607.000000 Penalty: 5128.463379
	Iteration 1F: 3 clusters Score -3233607 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3234136.000000 Penalty: 5128.463379
	Iteration 2Q: 3 clusters Score -3234136 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3234790.250000 Penalty: 5128.463379
	Iteration 3Q: 3 clusters Score -3234790 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3235745.250000 Penalty: 5128.463379
	Iteration 4F: 3 clusters Score -3235745 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3237183.500000 Penalty: 5128.463379
	Iteration 5F: 3 clusters Score -3237184 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3238971.750000 Penalty: 5128.463379
	Iteration 6F: 3 clusters Score -3238972 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -3240757.500000 Penalty: 5128.463379
	Iteration 7F: 3 clusters Score -3240758 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3242160.750000 Penalty: 5128.463379
	Iteration 8F: 3 clusters Score -3242161 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3243156.000000 Penalty: 5128.463379
	Iteration 9Q: 3 clusters Score -3243156 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3243844.000000 Penalty: 5128.463379
	Iteration 10Q: 3 clusters Score -3243844 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3244398.500000 Penalty: 5128.463379
	Iteration 11Q: 3 clusters Score -3244398 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3244839.500000 Penalty: 5128.463379
	Iteration 12Q: 3 clusters Score -3244840 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3245142.750000 Penalty: 5128.463379
	Iteration 13Q: 3 clusters Score -3245143 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -3245392.500000 Penalty: 5128.463379
	Iteration 14Q: 3 clusters Score -3245392 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3245507.500000 Penalty: 5128.463379
	Iteration 15Q: 3 clusters Score -3245508 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3245553.000000 Penalty: 5128.463379
	Iteration 16Q: 3 clusters Score -3245553 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3245589.500000 Penalty: 5128.463379
	Iteration 17Q: 3 clusters Score -3245590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3245596.250000 Penalty: 5128.463379
	Iteration 18Q: 3 clusters Score -3245596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3245609.000000 Penalty: 5128.463379
	Iteration 19Q: 3 clusters Score -3245609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3245611.250000 Penalty: 5128.463379
	Iteration 20F: 3 clusters Score -3245611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -3245609.250000 Penalty: 5128.463379
	Iteration 21Q: 3 clusters Score -3245609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3245613.750000 Penalty: 5128.463379
	Iteration 22Q: 3 clusters Score -3245614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3245616.750000 Penalty: 5128.463379
	Iteration 23Q: 3 clusters Score -3245617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3245619.750000 Penalty: 5128.463379
	Iteration 24Q: 3 clusters Score -3245620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3245620.750000 Penalty: 5128.463379
	Iteration 25Q: 3 clusters Score -3245621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3245622.500000 Penalty: 5128.463379
	Iteration 26Q: 3 clusters Score -3245622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3245623.000000 Penalty: 5128.463379
	Iteration 27Q: 3 clusters Score -3245623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3245621.500000 Penalty: 5128.463379
	Iteration 28Q: 3 clusters Score -3245622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -3245622.000000 Penalty: 5128.463379
	Iteration 29Q: 3 clusters Score -3245622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3245621.500000 Penalty: 5128.463379
	Iteration 30Q: 3 clusters Score -3245622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3245621.500000 Penalty: 5128.463379
	Iteration 31F: 3 clusters Score -3245622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Entering Unmasked Estep 
Score: -874424.250000 Penalty: 2242.102783
	Iteration 0F: 2 clusters Score -874424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -867628.437500 Penalty: 4484.205566
	Iteration 0F: 3 clusters Score -867628.4 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -869588.687500 Penalty: 4484.205566
	Iteration 1F: 3 clusters Score -869588.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -869883.187500 Penalty: 4484.205566
	Iteration 2F: 3 clusters Score -869883.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -870129.875000 Penalty: 4484.205566
	Iteration 3F: 3 clusters Score -870129.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -870378.937500 Penalty: 4484.205566
	Iteration 4Q: 3 clusters Score -870378.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -870596.750000 Penalty: 4484.205566
	Iteration 5Q: 3 clusters Score -870596.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -870815.062500 Penalty: 4484.205566
	Iteration 6Q: 3 clusters Score -870815.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -871054.812500 Penalty: 4484.205566
	Iteration 7Q: 3 clusters Score -871054.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -871320.000000 Penalty: 4484.205566
	Iteration 8Q: 3 clusters Score -871320 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -871530.062500 Penalty: 4484.205566
	Iteration 9Q: 3 clusters Score -871530.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -871739.000000 Penalty: 4484.205566
	Iteration 10Q: 3 clusters Score -871739 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -871926.312500 Penalty: 4484.205566
	Iteration 11Q: 3 clusters Score -871926.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -872096.812500 Penalty: 4484.205566
	Iteration 12Q: 3 clusters Score -872096.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -872234.812500 Penalty: 4484.205566
	Iteration 13Q: 3 clusters Score -872234.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -872332.437500 Penalty: 4484.205566
	Iteration 14Q: 3 clusters Score -872332.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -872418.500000 Penalty: 4484.205566
	Iteration 15Q: 3 clusters Score -872418.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -872499.000000 Penalty: 4484.205566
	Iteration 16Q: 3 clusters Score -872499 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -872568.000000 Penalty: 4484.205566
	Iteration 17Q: 3 clusters Score -872568 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -872624.812500 Penalty: 4484.205566
	Iteration 18Q: 3 clusters Score -872624.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -872654.625000 Penalty: 4484.205566
	Iteration 19Q: 3 clusters Score -872654.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -872672.125000 Penalty: 4484.205566
	Iteration 20F: 3 clusters Score -872672.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -872684.437500 Penalty: 4484.205566
	Iteration 21Q: 3 clusters Score -872684.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -872692.687500 Penalty: 4484.205566
	Iteration 22Q: 3 clusters Score -872692.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -872698.625000 Penalty: 4484.205566
	Iteration 23Q: 3 clusters Score -872698.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -872707.250000 Penalty: 4484.205566
	Iteration 24Q: 3 clusters Score -872707.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -872713.937500 Penalty: 4484.205566
	Iteration 25Q: 3 clusters Score -872713.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -872718.187500 Penalty: 4484.205566
	Iteration 26Q: 3 clusters Score -872718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -872722.187500 Penalty: 4484.205566
	Iteration 27Q: 3 clusters Score -872722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -872725.312500 Penalty: 4484.205566
	Iteration 28Q: 3 clusters Score -872725.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -872727.875000 Penalty: 4484.205566
	Iteration 29Q: 3 clusters Score -872727.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -872730.500000 Penalty: 4484.205566
	Iteration 30Q: 3 clusters Score -872730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -872730.625000 Penalty: 4484.205566
	Iteration 31Q: 3 clusters Score -872730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -872733.000000 Penalty: 4484.205566
	Iteration 32Q: 3 clusters Score -872733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -872732.687500 Penalty: 4484.205566
	Iteration 33Q: 3 clusters Score -872732.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -872733.937500 Penalty: 4484.205566
	Iteration 34Q: 3 clusters Score -872733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -872734.062500 Penalty: 4484.205566
	Iteration 35Q: 3 clusters Score -872734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -872735.250000 Penalty: 4484.205566
	Iteration 36Q: 3 clusters Score -872735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -872735.562500 Penalty: 4484.205566
	Iteration 37Q: 3 clusters Score -872735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -872736.375000 Penalty: 4484.205566
	Iteration 38Q: 3 clusters Score -872736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -872736.750000 Penalty: 4484.205566
	Iteration 39Q: 3 clusters Score -872736.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -872736.750000 Penalty: 4484.205566
	Iteration 40F: 3 clusters Score -872736.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Entering Unmasked Estep 
Score: -4436249.500000 Penalty: 2639.166260
	Iteration 0F: 2 clusters Score -4436250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4407881.500000 Penalty: 5278.332520
	Iteration 0F: 3 clusters Score -4407882 nChanged 19243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4418547.000000 Penalty: 5278.332520
	Iteration 1F: 3 clusters Score -4418547 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4419263.000000 Penalty: 5278.332520
	Iteration 2Q: 3 clusters Score -4419263 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4419991.000000 Penalty: 5278.332520
	Iteration 3Q: 3 clusters Score -4419991 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4420842.500000 Penalty: 5278.332520
	Iteration 4Q: 3 clusters Score -4420842 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4421869.000000 Penalty: 5278.332520
	Iteration 5Q: 3 clusters Score -4421869 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4423198.000000 Penalty: 5278.332520
	Iteration 6F: 3 clusters Score -4423198 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4424823.000000 Penalty: 5278.332520
	Iteration 7F: 3 clusters Score -4424823 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -4426623.500000 Penalty: 5278.332520
	Iteration 8F: 3 clusters Score -4426624 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -4428475.500000 Penalty: 5278.332520
	Iteration 9F: 3 clusters Score -4428476 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4430508.000000 Penalty: 5278.332520
	Iteration 10F: 3 clusters Score -4430508 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4432653.000000 Penalty: 5278.332520
	Iteration 11Q: 3 clusters Score -4432653 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4434341.500000 Penalty: 5278.332520
	Iteration 12Q: 3 clusters Score -4434342 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4435065.500000 Penalty: 5278.332520
	Iteration 13Q: 3 clusters Score -4435066 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4435407.000000 Penalty: 5278.332520
	Iteration 14Q: 3 clusters Score -4435407 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4435598.500000 Penalty: 5278.332520
	Iteration 15Q: 3 clusters Score -4435598 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -4435660.000000 Penalty: 5278.332520
	Iteration 16Q: 3 clusters Score -4435660 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -4435713.000000 Penalty: 5278.332520
	Iteration 17Q: 3 clusters Score -4435713 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4435755.000000 Penalty: 5278.332520
	Iteration 18Q: 3 clusters Score -4435755 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4435752.500000 Penalty: 5278.332520
	Iteration 19Q: 3 clusters Score -4435752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4435755.000000 Penalty: 5278.332520
	Iteration 20F: 3 clusters Score -4435755 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -4435766.000000 Penalty: 5278.332520
	Iteration 21Q: 3 clusters Score -4435766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4435772.000000 Penalty: 5278.332520
	Iteration 22Q: 3 clusters Score -4435772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -4435783.500000 Penalty: 5278.332520
	Iteration 23Q: 3 clusters Score -4435784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -4435793.000000 Penalty: 5278.332520
	Iteration 24Q: 3 clusters Score -4435793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4435793.500000 Penalty: 5278.332520
	Iteration 25Q: 3 clusters Score -4435794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4435800.000000 Penalty: 5278.332520
	Iteration 26Q: 3 clusters Score -4435800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4435809.500000 Penalty: 5278.332520
	Iteration 27Q: 3 clusters Score -4435810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -4435810.500000 Penalty: 5278.332520
	Iteration 28Q: 3 clusters Score -4435810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4435813.500000 Penalty: 5278.332520
	Iteration 29Q: 3 clusters Score -4435814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -4435825.000000 Penalty: 5278.332520
	Iteration 30Q: 3 clusters Score -4435825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -4435823.500000 Penalty: 5278.332520
	Iteration 31Q: 3 clusters Score -4435824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -4435820.500000 Penalty: 5278.332520
	Iteration 32Q: 3 clusters Score -4435820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4435828.500000 Penalty: 5278.332520
	Iteration 33Q: 3 clusters Score -4435828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4435826.500000 Penalty: 5278.332520
	Iteration 34Q: 3 clusters Score -4435826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4435829.500000 Penalty: 5278.332520
	Iteration 35Q: 3 clusters Score -4435830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -4435831.500000 Penalty: 5278.332520
	Iteration 36Q: 3 clusters Score -4435832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4435832.500000 Penalty: 5278.332520
	Iteration 37Q: 3 clusters Score -4435832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -4435830.500000 Penalty: 5278.332520
	Iteration 38Q: 3 clusters Score -4435830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4435821.500000 Penalty: 5278.332520
	Iteration 39Q: 3 clusters Score -4435822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -4435827.500000 Penalty: 5278.332520
	Iteration 40F: 3 clusters Score -4435828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4435825.500000 Penalty: 5278.332520
	Iteration 41Q: 3 clusters Score -4435826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -4435827.500000 Penalty: 5278.332520
	Iteration 42Q: 3 clusters Score -4435828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -4435829.000000 Penalty: 5278.332520
	Iteration 43Q: 3 clusters Score -4435829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -4435828.500000 Penalty: 5278.332520
	Iteration 44Q: 3 clusters Score -4435828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -4435835.000000 Penalty: 5278.332520
	Iteration 45Q: 3 clusters Score -4435835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4435831.000000 Penalty: 5278.332520
	Iteration 46Q: 3 clusters Score -4435831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -4435835.500000 Penalty: 5278.332520
	Iteration 47Q: 3 clusters Score -4435836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4435834.500000 Penalty: 5278.332520
	Iteration 48Q: 3 clusters Score -4435834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4435836.500000 Penalty: 5278.332520
	Iteration 49Q: 3 clusters Score -4435836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -4435843.500000 Penalty: 5278.332520
	Iteration 50Q: 3 clusters Score -4435844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -4435841.000000 Penalty: 5278.332520
	Iteration 51Q: 3 clusters Score -4435841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -4435840.000000 Penalty: 5278.332520
	Iteration 52Q: 3 clusters Score -4435840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -4435841.500000 Penalty: 5278.332520
	Iteration 53Q: 3 clusters Score -4435842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -4435841.000000 Penalty: 5278.332520
	Iteration 54Q: 3 clusters Score -4435841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -4435841.000000 Penalty: 5278.332520
	Iteration 55F: 3 clusters Score -4435841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (202942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202942 members 
Entering Unmasked Estep 
Score: -21180206.000000 Penalty: 3030.727539
	Iteration 0F: 2 clusters Score -2.118021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -21047298.000000 Penalty: 6061.455078
	Iteration 0F: 3 clusters Score -2.10473e+07 nChanged 97443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 106437 members 
Entering Unmasked Estep 
Score: -21105578.000000 Penalty: 6061.455078
	Iteration 1F: 3 clusters Score -2.110558e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -21108006.000000 Penalty: 6061.455078
	Iteration 2Q: 3 clusters Score -2.110801e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 114398 members 
Entering Unmasked Estep 
Score: -21111154.000000 Penalty: 6061.455078
	Iteration 3Q: 3 clusters Score -2.111115e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -21116350.000000 Penalty: 6061.455078
	Iteration 4F: 3 clusters Score -2.111635e+07 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 131169 members 
Entering Unmasked Estep 
Score: -21124648.000000 Penalty: 6061.455078
	Iteration 5F: 3 clusters Score -2.112465e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59739 members 
Mstep: Class 2 contains 143203 members 
Entering Unmasked Estep 
Score: -21136024.000000 Penalty: 6061.455078
	Iteration 6F: 3 clusters Score -2.113602e+07 nChanged 14420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -21148036.000000 Penalty: 6061.455078
	Iteration 7F: 3 clusters Score -2.114804e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -21158574.000000 Penalty: 6061.455078
	Iteration 8F: 3 clusters Score -2.115857e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 171673 members 
Entering Unmasked Estep 
Score: -21164956.000000 Penalty: 6061.455078
	Iteration 9Q: 3 clusters Score -2.116496e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 176186 members 
Entering Unmasked Estep 
Score: -21168342.000000 Penalty: 6061.455078
	Iteration 10Q: 3 clusters Score -2.116834e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 179736 members 
Entering Unmasked Estep 
Score: -21170710.000000 Penalty: 6061.455078
	Iteration 11Q: 3 clusters Score -2.117071e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 182679 members 
Entering Unmasked Estep 
Score: -21172564.000000 Penalty: 6061.455078
	Iteration 12Q: 3 clusters Score -2.117256e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 185116 members 
Entering Unmasked Estep 
Score: -21174072.000000 Penalty: 6061.455078
	Iteration 13Q: 3 clusters Score -2.117407e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 187183 members 
Entering Unmasked Estep 
Score: -21175292.000000 Penalty: 6061.455078
	Iteration 14Q: 3 clusters Score -2.117529e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 188968 members 
Entering Unmasked Estep 
Score: -21176332.000000 Penalty: 6061.455078
	Iteration 15Q: 3 clusters Score -2.117633e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 190466 members 
Entering Unmasked Estep 
Score: -21177184.000000 Penalty: 6061.455078
	Iteration 16Q: 3 clusters Score -2.117718e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 191686 members 
Entering Unmasked Estep 
Score: -21177882.000000 Penalty: 6061.455078
	Iteration 17Q: 3 clusters Score -2.117788e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 192760 members 
Entering Unmasked Estep 
Score: -21178538.000000 Penalty: 6061.455078
	Iteration 18Q: 3 clusters Score -2.117854e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 193614 members 
Entering Unmasked Estep 
Score: -21178922.000000 Penalty: 6061.455078
	Iteration 19Q: 3 clusters Score -2.117892e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 194312 members 
Entering Unmasked Estep 
Score: -21179210.000000 Penalty: 6061.455078
	Iteration 20F: 3 clusters Score -2.117921e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 194886 members 
Entering Unmasked Estep 
Score: -21179492.000000 Penalty: 6061.455078
	Iteration 21Q: 3 clusters Score -2.117949e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 195400 members 
Entering Unmasked Estep 
Score: -21179628.000000 Penalty: 6061.455078
	Iteration 22Q: 3 clusters Score -2.117963e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 195791 members 
Entering Unmasked Estep 
Score: -21179760.000000 Penalty: 6061.455078
	Iteration 23Q: 3 clusters Score -2.117976e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 196119 members 
Entering Unmasked Estep 
Score: -21179816.000000 Penalty: 6061.455078
	Iteration 24Q: 3 clusters Score -2.117982e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 196390 members 
Entering Unmasked Estep 
Score: -21179854.000000 Penalty: 6061.455078
	Iteration 25Q: 3 clusters Score -2.117985e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 196608 members 
Entering Unmasked Estep 
Score: -21179994.000000 Penalty: 6061.455078
	Iteration 26Q: 3 clusters Score -2.117999e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 196798 members 
Entering Unmasked Estep 
Score: -21180066.000000 Penalty: 6061.455078
	Iteration 27Q: 3 clusters Score -2.118007e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 196940 members 
Entering Unmasked Estep 
Score: -21180080.000000 Penalty: 6061.455078
	Iteration 28Q: 3 clusters Score -2.118008e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 197069 members 
Entering Unmasked Estep 
Score: -21180108.000000 Penalty: 6061.455078
	Iteration 29Q: 3 clusters Score -2.118011e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 197192 members 
Entering Unmasked Estep 
Score: -21180140.000000 Penalty: 6061.455078
	Iteration 30Q: 3 clusters Score -2.118014e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 197311 members 
Entering Unmasked Estep 
Score: -21180156.000000 Penalty: 6061.455078
	Iteration 31Q: 3 clusters Score -2.118016e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 197406 members 
Entering Unmasked Estep 
Score: -21180222.000000 Penalty: 6061.455078
	Iteration 32Q: 3 clusters Score -2.118022e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 197479 members 
Entering Unmasked Estep 
Score: -21180264.000000 Penalty: 6061.455078
	Iteration 33Q: 3 clusters Score -2.118026e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 197549 members 
Entering Unmasked Estep 
Score: -21180262.000000 Penalty: 6061.455078
	Iteration 34Q: 3 clusters Score -2.118026e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 197615 members 
Entering Unmasked Estep 
Score: -21180266.000000 Penalty: 6061.455078
	Iteration 35Q: 3 clusters Score -2.118027e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 197671 members 
Entering Unmasked Estep 
Score: -21180276.000000 Penalty: 6061.455078
	Iteration 36Q: 3 clusters Score -2.118028e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 197716 members 
Entering Unmasked Estep 
Score: -21180304.000000 Penalty: 6061.455078
	Iteration 37Q: 3 clusters Score -2.11803e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 197756 members 
Entering Unmasked Estep 
Score: -21180340.000000 Penalty: 6061.455078
	Iteration 38Q: 3 clusters Score -2.118034e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 197793 members 
Entering Unmasked Estep 
Score: -21180348.000000 Penalty: 6061.455078
	Iteration 39Q: 3 clusters Score -2.118035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 197823 members 
Entering Unmasked Estep 
Score: -21180368.000000 Penalty: 6061.455078
	Iteration 40F: 3 clusters Score -2.118037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 197851 members 
Entering Unmasked Estep 
Score: -21180372.000000 Penalty: 6061.455078
	Iteration 41Q: 3 clusters Score -2.118037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 197884 members 
Entering Unmasked Estep 
Score: -21180344.000000 Penalty: 6061.455078
	Iteration 42Q: 3 clusters Score -2.118034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 197910 members 
Entering Unmasked Estep 
Score: -21180346.000000 Penalty: 6061.455078
	Iteration 43Q: 3 clusters Score -2.118035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 197945 members 
Entering Unmasked Estep 
Score: -21180358.000000 Penalty: 6061.455078
	Iteration 44Q: 3 clusters Score -2.118036e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 197971 members 
Entering Unmasked Estep 
Score: -21180352.000000 Penalty: 6061.455078
	Iteration 45Q: 3 clusters Score -2.118035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 197993 members 
Entering Unmasked Estep 
Score: -21180338.000000 Penalty: 6061.455078
	Iteration 46Q: 3 clusters Score -2.118034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 198010 members 
Entering Unmasked Estep 
Score: -21180352.000000 Penalty: 6061.455078
	Iteration 47Q: 3 clusters Score -2.118035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 198029 members 
Entering Unmasked Estep 
Score: -21180330.000000 Penalty: 6061.455078
	Iteration 48Q: 3 clusters Score -2.118033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 198040 members 
Entering Unmasked Estep 
Score: -21180330.000000 Penalty: 6061.455078
	Iteration 49Q: 3 clusters Score -2.118033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 198048 members 
Entering Unmasked Estep 
Score: -21180332.000000 Penalty: 6061.455078
	Iteration 50Q: 3 clusters Score -2.118033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 198060 members 
Entering Unmasked Estep 
Score: -21180340.000000 Penalty: 6061.455078
	Iteration 51Q: 3 clusters Score -2.118034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 198069 members 
Entering Unmasked Estep 
Score: -21180358.000000 Penalty: 6061.455078
	Iteration 52Q: 3 clusters Score -2.118036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 198078 members 
Entering Unmasked Estep 
Score: -21180362.000000 Penalty: 6061.455078
	Iteration 53Q: 3 clusters Score -2.118036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 198084 members 
Entering Unmasked Estep 
Score: -21180360.000000 Penalty: 6061.455078
	Iteration 54Q: 3 clusters Score -2.118036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 198087 members 
Entering Unmasked Estep 
Score: -21180362.000000 Penalty: 6061.455078
	Iteration 55Q: 3 clusters Score -2.118036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 198092 members 
Entering Unmasked Estep 
Score: -21180366.000000 Penalty: 6061.455078
	Iteration 56Q: 3 clusters Score -2.118037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 198100 members 
Entering Unmasked Estep 
Score: -21180378.000000 Penalty: 6061.455078
	Iteration 57Q: 3 clusters Score -2.118038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 198109 members 
Entering Unmasked Estep 
Score: -21180382.000000 Penalty: 6061.455078
	Iteration 58Q: 3 clusters Score -2.118038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 198114 members 
Entering Unmasked Estep 
Score: -21180378.000000 Penalty: 6061.455078
	Iteration 59Q: 3 clusters Score -2.118038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 198120 members 
Entering Unmasked Estep 
Score: -21180376.000000 Penalty: 6061.455078
	Iteration 60F: 3 clusters Score -2.118038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 198126 members 
Entering Unmasked Estep 
Score: -21180384.000000 Penalty: 6061.455078
	Iteration 61Q: 3 clusters Score -2.118038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 198127 members 
Entering Unmasked Estep 
Score: -21180388.000000 Penalty: 6061.455078
	Iteration 62Q: 3 clusters Score -2.118039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 198128 members 
Entering Unmasked Estep 
Score: -21180382.000000 Penalty: 6061.455078
	Iteration 63Q: 3 clusters Score -2.118038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 198129 members 
Entering Unmasked Estep 
Score: -21180378.000000 Penalty: 6061.455078
	Iteration 64Q: 3 clusters Score -2.118038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 198129 members 
Entering Unmasked Estep 
Score: -21180378.000000 Penalty: 6061.455078
	Iteration 65F: 3 clusters Score -2.118038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 198129 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 22225 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 30935 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 11 contains 41848 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21920 members 
Mstep: Class 19 contains 208238 members 
Mstep: Class 20 contains 6935 members 
Mstep: Class 21 contains 23780 members 
Mstep: Class 22 contains 100462 members 
Entering Unmasked Estep 
Score: -70054120.000000 Penalty: 53300.515625
Splitting cluster 14 changes total score from -70054088.000000 to -70054120.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 15 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -70009.273438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -70009.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68272.164062 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -68272.16 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -68527.265625 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -68527.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68625.343750 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -68625.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68749.804688 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -68749.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68817.109375 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -68817.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68881.328125 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -68881.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69132.554688 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -69132.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -69291.656250 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -69291.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69360.234375 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -69360.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69408.320312 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -69408.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -69443.601562 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -69443.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69478.859375 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -69478.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69551.015625 Penalty: 3297.253418
	Iteration 12Q: 3 clusters Score -69551.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69639.937500 Penalty: 3297.253418
	Iteration 13Q: 3 clusters Score -69639.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69694.765625 Penalty: 3297.253418
	Iteration 14Q: 3 clusters Score -69694.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -69742.101562 Penalty: 3297.253418
	Iteration 15Q: 3 clusters Score -69742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -69765.617188 Penalty: 3297.253418
	Iteration 16Q: 3 clusters Score -69765.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -69786.265625 Penalty: 3297.253418
	Iteration 17Q: 3 clusters Score -69786.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -69798.906250 Penalty: 3297.253418
	Iteration 18Q: 3 clusters Score -69798.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -69816.968750 Penalty: 3297.253418
	Iteration 19Q: 3 clusters Score -69816.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -69830.484375 Penalty: 3297.253418
	Iteration 20F: 3 clusters Score -69830.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -69838.781250 Penalty: 3297.253418
	Iteration 21Q: 3 clusters Score -69838.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -69852.632812 Penalty: 3297.253418
	Iteration 22Q: 3 clusters Score -69852.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -69873.515625 Penalty: 3297.253418
	Iteration 23Q: 3 clusters Score -69873.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -69880.914062 Penalty: 3297.253418
	Iteration 24Q: 3 clusters Score -69880.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69884.757812 Penalty: 3297.253418
	Iteration 25Q: 3 clusters Score -69884.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -69886.109375 Penalty: 3297.253418
	Iteration 26Q: 3 clusters Score -69886.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -69886.109375 Penalty: 3297.253418
	Iteration 27F: 3 clusters Score -69886.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -112792.117188 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -112792.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -110752.664062 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -110752.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -111018.531250 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -111018.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111102.867188 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -111102.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -111138.601562 Penalty: 3495.136963
	Iteration 3Q: 3 clusters Score -111138.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -111153.187500 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -111153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111162.609375 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -111162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -111165.367188 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -111165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111167.125000 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -111167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111171.109375 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -111171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111172.281250 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -111172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -111174.390625 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -111174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111176.382812 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -111176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -111179.000000 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -111179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -111180.000000 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -111180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111182.015625 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -111182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -111182.804688 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -111182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -111182.804688 Penalty: 3495.136963
	Iteration 16F: 3 clusters Score -111182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Entering Unmasked Estep 
Score: -2347209.500000 Penalty: 2478.798340
	Iteration 0F: 2 clusters Score -2347210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2331831.750000 Penalty: 4957.596680
	Iteration 0F: 3 clusters Score -2331832 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2337007.750000 Penalty: 4957.596680
	Iteration 1F: 3 clusters Score -2337008 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2337287.250000 Penalty: 4957.596680
	Iteration 2Q: 3 clusters Score -2337287 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2337520.250000 Penalty: 4957.596680
	Iteration 3Q: 3 clusters Score -2337520 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2337698.500000 Penalty: 4957.596680
	Iteration 4Q: 3 clusters Score -2337698 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2337885.250000 Penalty: 4957.596680
	Iteration 5Q: 3 clusters Score -2337885 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2338065.250000 Penalty: 4957.596680
	Iteration 6Q: 3 clusters Score -2338065 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2338272.500000 Penalty: 4957.596680
	Iteration 7Q: 3 clusters Score -2338272 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2338506.000000 Penalty: 4957.596680
	Iteration 8Q: 3 clusters Score -2338506 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2338768.500000 Penalty: 4957.596680
	Iteration 9Q: 3 clusters Score -2338768 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2339052.750000 Penalty: 4957.596680
	Iteration 10Q: 3 clusters Score -2339053 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2339425.250000 Penalty: 4957.596680
	Iteration 11Q: 3 clusters Score -2339425 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2339910.250000 Penalty: 4957.596680
	Iteration 12Q: 3 clusters Score -2339910 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2340427.250000 Penalty: 4957.596680
	Iteration 13Q: 3 clusters Score -2340427 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2340922.750000 Penalty: 4957.596680
	Iteration 14Q: 3 clusters Score -2340923 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2341413.000000 Penalty: 4957.596680
	Iteration 15Q: 3 clusters Score -2341413 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2341897.500000 Penalty: 4957.596680
	Iteration 16Q: 3 clusters Score -2341898 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2342340.250000 Penalty: 4957.596680
	Iteration 17Q: 3 clusters Score -2342340 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2342727.500000 Penalty: 4957.596680
	Iteration 18Q: 3 clusters Score -2342728 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2343018.500000 Penalty: 4957.596680
	Iteration 19Q: 3 clusters Score -2343018 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2343230.750000 Penalty: 4957.596680
	Iteration 20F: 3 clusters Score -2343231 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2343380.500000 Penalty: 4957.596680
	Iteration 21Q: 3 clusters Score -2343380 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2343510.750000 Penalty: 4957.596680
	Iteration 22Q: 3 clusters Score -2343511 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2343610.000000 Penalty: 4957.596680
	Iteration 23Q: 3 clusters Score -2343610 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2343720.250000 Penalty: 4957.596680
	Iteration 24Q: 3 clusters Score -2343720 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2343816.750000 Penalty: 4957.596680
	Iteration 25Q: 3 clusters Score -2343817 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2343910.750000 Penalty: 4957.596680
	Iteration 26Q: 3 clusters Score -2343911 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2344013.000000 Penalty: 4957.596680
	Iteration 27Q: 3 clusters Score -2344013 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2344125.250000 Penalty: 4957.596680
	Iteration 28Q: 3 clusters Score -2344125 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2344239.250000 Penalty: 4957.596680
	Iteration 29Q: 3 clusters Score -2344239 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2344342.500000 Penalty: 4957.596680
	Iteration 30Q: 3 clusters Score -2344342 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2344434.250000 Penalty: 4957.596680
	Iteration 31Q: 3 clusters Score -2344434 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2344515.750000 Penalty: 4957.596680
	Iteration 32Q: 3 clusters Score -2344516 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -2344573.000000 Penalty: 4957.596680
	Iteration 33Q: 3 clusters Score -2344573 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2344636.750000 Penalty: 4957.596680
	Iteration 34Q: 3 clusters Score -2344637 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2344688.500000 Penalty: 4957.596680
	Iteration 35Q: 3 clusters Score -2344688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2344737.750000 Penalty: 4957.596680
	Iteration 36Q: 3 clusters Score -2344738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2344779.750000 Penalty: 4957.596680
	Iteration 37Q: 3 clusters Score -2344780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2344814.000000 Penalty: 4957.596680
	Iteration 38Q: 3 clusters Score -2344814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2344842.500000 Penalty: 4957.596680
	Iteration 39Q: 3 clusters Score -2344842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2344869.000000 Penalty: 4957.596680
	Iteration 40F: 3 clusters Score -2344869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2344903.000000 Penalty: 4957.596680
	Iteration 41Q: 3 clusters Score -2344903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2344932.750000 Penalty: 4957.596680
	Iteration 42Q: 3 clusters Score -2344933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2344947.500000 Penalty: 4957.596680
	Iteration 43Q: 3 clusters Score -2344948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2344960.500000 Penalty: 4957.596680
	Iteration 44Q: 3 clusters Score -2344960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2344970.250000 Penalty: 4957.596680
	Iteration 45Q: 3 clusters Score -2344970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2344980.250000 Penalty: 4957.596680
	Iteration 46Q: 3 clusters Score -2344980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2344989.250000 Penalty: 4957.596680
	Iteration 47Q: 3 clusters Score -2344989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2344997.500000 Penalty: 4957.596680
	Iteration 48Q: 3 clusters Score -2344998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2345005.000000 Penalty: 4957.596680
	Iteration 49Q: 3 clusters Score -2345005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2345008.750000 Penalty: 4957.596680
	Iteration 50Q: 3 clusters Score -2345009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2345019.750000 Penalty: 4957.596680
	Iteration 51Q: 3 clusters Score -2345020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2345029.250000 Penalty: 4957.596680
	Iteration 52Q: 3 clusters Score -2345029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2345043.250000 Penalty: 4957.596680
	Iteration 53Q: 3 clusters Score -2345043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2345054.250000 Penalty: 4957.596680
	Iteration 54Q: 3 clusters Score -2345054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2345059.250000 Penalty: 4957.596680
	Iteration 55Q: 3 clusters Score -2345059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2345066.750000 Penalty: 4957.596680
	Iteration 56Q: 3 clusters Score -2345067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2345078.750000 Penalty: 4957.596680
	Iteration 57Q: 3 clusters Score -2345079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2345086.250000 Penalty: 4957.596680
	Iteration 58Q: 3 clusters Score -2345086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2345086.250000 Penalty: 4957.596680
	Iteration 59Q: 3 clusters Score -2345086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2345092.500000 Penalty: 4957.596680
	Iteration 60F: 3 clusters Score -2345092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2345092.250000 Penalty: 4957.596680
	Iteration 61Q: 3 clusters Score -2345092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2345093.750000 Penalty: 4957.596680
	Iteration 62Q: 3 clusters Score -2345094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2345098.500000 Penalty: 4957.596680
	Iteration 63Q: 3 clusters Score -2345098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2345098.750000 Penalty: 4957.596680
	Iteration 64Q: 3 clusters Score -2345099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2345098.750000 Penalty: 4957.596680
	Iteration 65F: 3 clusters Score -2345099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208238 members 
Entering Unmasked Estep 
Score: -21813302.000000 Penalty: 3037.116455
	Iteration 0F: 2 clusters Score -2.18133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104244 members 
Mstep: Class 2 contains 103994 members 
Entering Unmasked Estep 
Score: -21679684.000000 Penalty: 6074.232910
	Iteration 0F: 3 clusters Score -2.167968e+07 nChanged 99986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106922 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -21738158.000000 Penalty: 6074.232910
	Iteration 1F: 3 clusters Score -2.173816e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -21739150.000000 Penalty: 6074.232910
	Iteration 2Q: 3 clusters Score -2.173915e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111272 members 
Mstep: Class 2 contains 96966 members 
Entering Unmasked Estep 
Score: -21740248.000000 Penalty: 6074.232910
	Iteration 3Q: 3 clusters Score -2.174025e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115167 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -21741872.000000 Penalty: 6074.232910
	Iteration 4Q: 3 clusters Score -2.174187e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121040 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -21744116.000000 Penalty: 6074.232910
	Iteration 5Q: 3 clusters Score -2.174412e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129516 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -21747846.000000 Penalty: 6074.232910
	Iteration 6Q: 3 clusters Score -2.174785e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140896 members 
Mstep: Class 2 contains 67342 members 
Entering Unmasked Estep 
Score: -21754224.000000 Penalty: 6074.232910
	Iteration 7F: 3 clusters Score -2.175422e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -21763906.000000 Penalty: 6074.232910
	Iteration 8F: 3 clusters Score -2.176391e+07 nChanged 15926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170862 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -21776460.000000 Penalty: 6074.232910
	Iteration 9F: 3 clusters Score -2.177646e+07 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185100 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -21789658.000000 Penalty: 6074.232910
	Iteration 10F: 3 clusters Score -2.178966e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195878 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -21800656.000000 Penalty: 6074.232910
	Iteration 11F: 3 clusters Score -2.180066e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202402 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -21806626.000000 Penalty: 6074.232910
	Iteration 12Q: 3 clusters Score -2.180663e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205468 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -21808892.000000 Penalty: 6074.232910
	Iteration 13Q: 3 clusters Score -2.180889e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206701 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -21809862.000000 Penalty: 6074.232910
	Iteration 14Q: 3 clusters Score -2.180986e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207169 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21810298.000000 Penalty: 6074.232910
	Iteration 15Q: 3 clusters Score -2.18103e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207393 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -21810430.000000 Penalty: 6074.232910
	Iteration 16Q: 3 clusters Score -2.181043e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207491 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21810544.000000 Penalty: 6074.232910
	Iteration 17Q: 3 clusters Score -2.181054e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207545 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21810618.000000 Penalty: 6074.232910
	Iteration 18Q: 3 clusters Score -2.181062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207575 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -21810630.000000 Penalty: 6074.232910
	Iteration 19Q: 3 clusters Score -2.181063e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207610 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -21810694.000000 Penalty: 6074.232910
	Iteration 20F: 3 clusters Score -2.181069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207635 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -21810708.000000 Penalty: 6074.232910
	Iteration 21Q: 3 clusters Score -2.181071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21810712.000000 Penalty: 6074.232910
	Iteration 22Q: 3 clusters Score -2.181071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207667 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21810706.000000 Penalty: 6074.232910
	Iteration 23Q: 3 clusters Score -2.181071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207678 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21810722.000000 Penalty: 6074.232910
	Iteration 24Q: 3 clusters Score -2.181072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207683 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21810738.000000 Penalty: 6074.232910
	Iteration 25Q: 3 clusters Score -2.181074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207688 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -21810748.000000 Penalty: 6074.232910
	Iteration 26Q: 3 clusters Score -2.181075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207689 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21810760.000000 Penalty: 6074.232910
	Iteration 27Q: 3 clusters Score -2.181076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207692 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21810764.000000 Penalty: 6074.232910
	Iteration 28Q: 3 clusters Score -2.181076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207696 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21810758.000000 Penalty: 6074.232910
	Iteration 29Q: 3 clusters Score -2.181076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207698 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21810760.000000 Penalty: 6074.232910
	Iteration 30Q: 3 clusters Score -2.181076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207697 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21810758.000000 Penalty: 6074.232910
	Iteration 31Q: 3 clusters Score -2.181076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207697 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21810776.000000 Penalty: 6074.232910
	Iteration 32Q: 3 clusters Score -2.181078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207699 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21810782.000000 Penalty: 6074.232910
	Iteration 33Q: 3 clusters Score -2.181078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207699 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21810790.000000 Penalty: 6074.232910
	Iteration 34Q: 3 clusters Score -2.181079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207700 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -21810790.000000 Penalty: 6074.232910
	Iteration 35Q: 3 clusters Score -2.181079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207703 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21810794.000000 Penalty: 6074.232910
	Iteration 36Q: 3 clusters Score -2.181079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207703 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21810794.000000 Penalty: 6074.232910
	Iteration 37F: 3 clusters Score -2.181079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Entering Unmasked Estep 
Score: -722366.812500 Penalty: 2193.395508
	Iteration 0F: 2 clusters Score -722366.8 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 3505 members 
Entering Unmasked Estep 
Score: -716654.750000 Penalty: 4386.791016
	Iteration 0F: 3 clusters Score -716654.8 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -718059.500000 Penalty: 4386.791016
	Iteration 1F: 3 clusters Score -718059.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -718277.687500 Penalty: 4386.791016
	Iteration 2F: 3 clusters Score -718277.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -718403.562500 Penalty: 4386.791016
	Iteration 3Q: 3 clusters Score -718403.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -718491.000000 Penalty: 4386.791016
	Iteration 4Q: 3 clusters Score -718491 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -718550.375000 Penalty: 4386.791016
	Iteration 5Q: 3 clusters Score -718550.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -718587.187500 Penalty: 4386.791016
	Iteration 6Q: 3 clusters Score -718587.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -718611.250000 Penalty: 4386.791016
	Iteration 7Q: 3 clusters Score -718611.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -718637.250000 Penalty: 4386.791016
	Iteration 8Q: 3 clusters Score -718637.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -718657.250000 Penalty: 4386.791016
	Iteration 9Q: 3 clusters Score -718657.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -718678.187500 Penalty: 4386.791016
	Iteration 10Q: 3 clusters Score -718678.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -718697.250000 Penalty: 4386.791016
	Iteration 11Q: 3 clusters Score -718697.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -718716.375000 Penalty: 4386.791016
	Iteration 12Q: 3 clusters Score -718716.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -718732.062500 Penalty: 4386.791016
	Iteration 13Q: 3 clusters Score -718732.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -718747.312500 Penalty: 4386.791016
	Iteration 14Q: 3 clusters Score -718747.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -718757.562500 Penalty: 4386.791016
	Iteration 15Q: 3 clusters Score -718757.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -718767.687500 Penalty: 4386.791016
	Iteration 16Q: 3 clusters Score -718767.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -718775.250000 Penalty: 4386.791016
	Iteration 17Q: 3 clusters Score -718775.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -718780.312500 Penalty: 4386.791016
	Iteration 18Q: 3 clusters Score -718780.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -718786.437500 Penalty: 4386.791016
	Iteration 19Q: 3 clusters Score -718786.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -718793.000000 Penalty: 4386.791016
	Iteration 20F: 3 clusters Score -718793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -718798.875000 Penalty: 4386.791016
	Iteration 21Q: 3 clusters Score -718798.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -718802.000000 Penalty: 4386.791016
	Iteration 22Q: 3 clusters Score -718802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -718807.000000 Penalty: 4386.791016
	Iteration 23Q: 3 clusters Score -718807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -718817.000000 Penalty: 4386.791016
	Iteration 24Q: 3 clusters Score -718817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -718828.625000 Penalty: 4386.791016
	Iteration 25Q: 3 clusters Score -718828.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -718836.750000 Penalty: 4386.791016
	Iteration 26Q: 3 clusters Score -718836.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -718849.125000 Penalty: 4386.791016
	Iteration 27Q: 3 clusters Score -718849.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -718860.187500 Penalty: 4386.791016
	Iteration 28Q: 3 clusters Score -718860.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -718871.812500 Penalty: 4386.791016
	Iteration 29Q: 3 clusters Score -718871.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -718884.312500 Penalty: 4386.791016
	Iteration 30Q: 3 clusters Score -718884.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -718905.187500 Penalty: 4386.791016
	Iteration 31Q: 3 clusters Score -718905.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -718922.562500 Penalty: 4386.791016
	Iteration 32Q: 3 clusters Score -718922.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -718938.312500 Penalty: 4386.791016
	Iteration 33Q: 3 clusters Score -718938.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -718952.500000 Penalty: 4386.791016
	Iteration 34Q: 3 clusters Score -718952.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -718963.250000 Penalty: 4386.791016
	Iteration 35Q: 3 clusters Score -718963.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -718977.375000 Penalty: 4386.791016
	Iteration 36Q: 3 clusters Score -718977.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -718989.937500 Penalty: 4386.791016
	Iteration 37Q: 3 clusters Score -718989.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -719004.000000 Penalty: 4386.791016
	Iteration 38Q: 3 clusters Score -719004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -719017.375000 Penalty: 4386.791016
	Iteration 39Q: 3 clusters Score -719017.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -719034.500000 Penalty: 4386.791016
	Iteration 40F: 3 clusters Score -719034.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -719051.000000 Penalty: 4386.791016
	Iteration 41Q: 3 clusters Score -719051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -719068.250000 Penalty: 4386.791016
	Iteration 42Q: 3 clusters Score -719068.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -719087.312500 Penalty: 4386.791016
	Iteration 43Q: 3 clusters Score -719087.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -719110.625000 Penalty: 4386.791016
	Iteration 44Q: 3 clusters Score -719110.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -719140.000000 Penalty: 4386.791016
	Iteration 45Q: 3 clusters Score -719140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -719167.500000 Penalty: 4386.791016
	Iteration 46Q: 3 clusters Score -719167.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -719199.375000 Penalty: 4386.791016
	Iteration 47Q: 3 clusters Score -719199.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -719232.937500 Penalty: 4386.791016
	Iteration 48Q: 3 clusters Score -719232.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -719275.687500 Penalty: 4386.791016
	Iteration 49Q: 3 clusters Score -719275.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -719325.000000 Penalty: 4386.791016
	Iteration 50Q: 3 clusters Score -719325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -719382.000000 Penalty: 4386.791016
	Iteration 51Q: 3 clusters Score -719382 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -719451.062500 Penalty: 4386.791016
	Iteration 52Q: 3 clusters Score -719451.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -719529.125000 Penalty: 4386.791016
	Iteration 53Q: 3 clusters Score -719529.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -719612.875000 Penalty: 4386.791016
	Iteration 54Q: 3 clusters Score -719612.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -719701.812500 Penalty: 4386.791016
	Iteration 55Q: 3 clusters Score -719701.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -719780.250000 Penalty: 4386.791016
	Iteration 56Q: 3 clusters Score -719780.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -719856.750000 Penalty: 4386.791016
	Iteration 57Q: 3 clusters Score -719856.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -719937.062500 Penalty: 4386.791016
	Iteration 58Q: 3 clusters Score -719937.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -720015.375000 Penalty: 4386.791016
	Iteration 59Q: 3 clusters Score -720015.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -720096.750000 Penalty: 4386.791016
	Iteration 60F: 3 clusters Score -720096.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -720161.875000 Penalty: 4386.791016
	Iteration 61Q: 3 clusters Score -720161.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -720212.937500 Penalty: 4386.791016
	Iteration 62Q: 3 clusters Score -720212.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -720262.562500 Penalty: 4386.791016
	Iteration 63Q: 3 clusters Score -720262.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -720304.312500 Penalty: 4386.791016
	Iteration 64Q: 3 clusters Score -720304.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -720329.687500 Penalty: 4386.791016
	Iteration 65Q: 3 clusters Score -720329.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -720346.500000 Penalty: 4386.791016
	Iteration 66Q: 3 clusters Score -720346.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -720363.062500 Penalty: 4386.791016
	Iteration 67Q: 3 clusters Score -720363.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -720382.562500 Penalty: 4386.791016
	Iteration 68Q: 3 clusters Score -720382.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -720405.687500 Penalty: 4386.791016
	Iteration 69Q: 3 clusters Score -720405.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -720418.937500 Penalty: 4386.791016
	Iteration 70Q: 3 clusters Score -720418.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -720428.375000 Penalty: 4386.791016
	Iteration 71Q: 3 clusters Score -720428.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -720436.500000 Penalty: 4386.791016
	Iteration 72Q: 3 clusters Score -720436.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -720445.000000 Penalty: 4386.791016
	Iteration 73Q: 3 clusters Score -720445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -720449.000000 Penalty: 4386.791016
	Iteration 74Q: 3 clusters Score -720449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -720451.750000 Penalty: 4386.791016
	Iteration 75Q: 3 clusters Score -720451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -720452.937500 Penalty: 4386.791016
	Iteration 76Q: 3 clusters Score -720452.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -720452.937500 Penalty: 4386.791016
	Iteration 77F: 3 clusters Score -720452.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Entering Unmasked Estep 
Score: -2405304.500000 Penalty: 2498.996826
	Iteration 0F: 2 clusters Score -2405304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2388788.500000 Penalty: 4997.993652
	Iteration 0F: 3 clusters Score -2388788 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2394458.500000 Penalty: 4997.993652
	Iteration 1F: 3 clusters Score -2394458 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2394803.750000 Penalty: 4997.993652
	Iteration 2Q: 3 clusters Score -2394804 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2395089.750000 Penalty: 4997.993652
	Iteration 3Q: 3 clusters Score -2395090 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2395364.750000 Penalty: 4997.993652
	Iteration 4Q: 3 clusters Score -2395365 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2395688.250000 Penalty: 4997.993652
	Iteration 5Q: 3 clusters Score -2395688 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2396103.000000 Penalty: 4997.993652
	Iteration 6Q: 3 clusters Score -2396103 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2396631.750000 Penalty: 4997.993652
	Iteration 7Q: 3 clusters Score -2396632 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2397448.750000 Penalty: 4997.993652
	Iteration 8F: 3 clusters Score -2397449 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2398589.500000 Penalty: 4997.993652
	Iteration 9F: 3 clusters Score -2398590 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2399913.250000 Penalty: 4997.993652
	Iteration 10F: 3 clusters Score -2399913 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2401101.750000 Penalty: 4997.993652
	Iteration 11F: 3 clusters Score -2401102 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2401942.750000 Penalty: 4997.993652
	Iteration 12Q: 3 clusters Score -2401943 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2402498.000000 Penalty: 4997.993652
	Iteration 13Q: 3 clusters Score -2402498 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2402784.500000 Penalty: 4997.993652
	Iteration 14Q: 3 clusters Score -2402784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2402917.000000 Penalty: 4997.993652
	Iteration 15Q: 3 clusters Score -2402917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2402997.500000 Penalty: 4997.993652
	Iteration 16Q: 3 clusters Score -2402998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2403042.250000 Penalty: 4997.993652
	Iteration 17Q: 3 clusters Score -2403042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -2403074.750000 Penalty: 4997.993652
	Iteration 18Q: 3 clusters Score -2403075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2403092.750000 Penalty: 4997.993652
	Iteration 19Q: 3 clusters Score -2403093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2403107.750000 Penalty: 4997.993652
	Iteration 20F: 3 clusters Score -2403108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2403114.750000 Penalty: 4997.993652
	Iteration 21Q: 3 clusters Score -2403115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -2403119.250000 Penalty: 4997.993652
	Iteration 22Q: 3 clusters Score -2403119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2403118.000000 Penalty: 4997.993652
	Iteration 23Q: 3 clusters Score -2403118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2403121.250000 Penalty: 4997.993652
	Iteration 24Q: 3 clusters Score -2403121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2403118.500000 Penalty: 4997.993652
	Iteration 25Q: 3 clusters Score -2403118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2403118.500000 Penalty: 4997.993652
	Iteration 26F: 3 clusters Score -2403118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (100462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100462 members 
Entering Unmasked Estep 
Score: -10558587.000000 Penalty: 2856.348633
	Iteration 0F: 2 clusters Score -1.055859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -10491357.000000 Penalty: 5712.697266
	Iteration 0F: 3 clusters Score -1.049136e+07 nChanged 47604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -10518570.000000 Penalty: 5712.697266
	Iteration 1F: 3 clusters Score -1.051857e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -10519559.000000 Penalty: 5712.697266
	Iteration 2Q: 3 clusters Score -1.051956e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -10520595.000000 Penalty: 5712.697266
	Iteration 3Q: 3 clusters Score -1.05206e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -10521922.000000 Penalty: 5712.697266
	Iteration 4Q: 3 clusters Score -1.052192e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -10523687.000000 Penalty: 5712.697266
	Iteration 5Q: 3 clusters Score -1.052369e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -10525904.000000 Penalty: 5712.697266
	Iteration 6Q: 3 clusters Score -1.05259e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -10528756.000000 Penalty: 5712.697266
	Iteration 7F: 3 clusters Score -1.052876e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -10532442.000000 Penalty: 5712.697266
	Iteration 8F: 3 clusters Score -1.053244e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -10536548.000000 Penalty: 5712.697266
	Iteration 9F: 3 clusters Score -1.053655e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -10541054.000000 Penalty: 5712.697266
	Iteration 10F: 3 clusters Score -1.054105e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -10545449.000000 Penalty: 5712.697266
	Iteration 11F: 3 clusters Score -1.054545e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -10548693.000000 Penalty: 5712.697266
	Iteration 12Q: 3 clusters Score -1.054869e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -10550856.000000 Penalty: 5712.697266
	Iteration 13Q: 3 clusters Score -1.055086e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -10552329.000000 Penalty: 5712.697266
	Iteration 14Q: 3 clusters Score -1.055233e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -10553344.000000 Penalty: 5712.697266
	Iteration 15Q: 3 clusters Score -1.055334e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -10554146.000000 Penalty: 5712.697266
	Iteration 16Q: 3 clusters Score -1.055415e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -10554632.000000 Penalty: 5712.697266
	Iteration 17Q: 3 clusters Score -1.055463e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -10555054.000000 Penalty: 5712.697266
	Iteration 18Q: 3 clusters Score -1.055505e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 91456 members 
Entering Unmasked Estep 
Score: -10555371.000000 Penalty: 5712.697266
	Iteration 19Q: 3 clusters Score -1.055537e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -10555583.000000 Penalty: 5712.697266
	Iteration 20F: 3 clusters Score -1.055558e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -10555763.000000 Penalty: 5712.697266
	Iteration 21Q: 3 clusters Score -1.055576e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -10555881.000000 Penalty: 5712.697266
	Iteration 22Q: 3 clusters Score -1.055588e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 92714 members 
Entering Unmasked Estep 
Score: -10555984.000000 Penalty: 5712.697266
	Iteration 23Q: 3 clusters Score -1.055598e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -10556053.000000 Penalty: 5712.697266
	Iteration 24Q: 3 clusters Score -1.055605e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -10556113.000000 Penalty: 5712.697266
	Iteration 25Q: 3 clusters Score -1.055611e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -10556135.000000 Penalty: 5712.697266
	Iteration 26Q: 3 clusters Score -1.055614e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 93376 members 
Entering Unmasked Estep 
Score: -10556166.000000 Penalty: 5712.697266
	Iteration 27Q: 3 clusters Score -1.055617e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -10556180.000000 Penalty: 5712.697266
	Iteration 28Q: 3 clusters Score -1.055618e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -10556212.000000 Penalty: 5712.697266
	Iteration 29Q: 3 clusters Score -1.055621e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 93722 members 
Entering Unmasked Estep 
Score: -10556221.000000 Penalty: 5712.697266
	Iteration 30Q: 3 clusters Score -1.055622e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -10556237.000000 Penalty: 5712.697266
	Iteration 31Q: 3 clusters Score -1.055624e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
Score: -10556237.000000 Penalty: 5712.697266
	Iteration 32Q: 3 clusters Score -1.055624e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -10556250.000000 Penalty: 5712.697266
	Iteration 33Q: 3 clusters Score -1.055625e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -10556256.000000 Penalty: 5712.697266
	Iteration 34Q: 3 clusters Score -1.055626e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 94132 members 
Entering Unmasked Estep 
Score: -10556274.000000 Penalty: 5712.697266
	Iteration 35Q: 3 clusters Score -1.055627e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -10556303.000000 Penalty: 5712.697266
	Iteration 36Q: 3 clusters Score -1.05563e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 94282 members 
Entering Unmasked Estep 
Score: -10556316.000000 Penalty: 5712.697266
	Iteration 37Q: 3 clusters Score -1.055632e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 94344 members 
Entering Unmasked Estep 
Score: -10556316.000000 Penalty: 5712.697266
	Iteration 38Q: 3 clusters Score -1.055632e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -10556299.000000 Penalty: 5712.697266
	Iteration 39Q: 3 clusters Score -1.05563e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 94455 members 
Entering Unmasked Estep 
Score: -10556316.000000 Penalty: 5712.697266
	Iteration 40F: 3 clusters Score -1.055632e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -10556317.000000 Penalty: 5712.697266
	Iteration 41Q: 3 clusters Score -1.055632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -10556335.000000 Penalty: 5712.697266
	Iteration 42Q: 3 clusters Score -1.055634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 94568 members 
Entering Unmasked Estep 
Score: -10556340.000000 Penalty: 5712.697266
	Iteration 43Q: 3 clusters Score -1.055634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 94602 members 
Entering Unmasked Estep 
Score: -10556336.000000 Penalty: 5712.697266
	Iteration 44Q: 3 clusters Score -1.055634e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -10556338.000000 Penalty: 5712.697266
	Iteration 45Q: 3 clusters Score -1.055634e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -10556346.000000 Penalty: 5712.697266
	Iteration 46Q: 3 clusters Score -1.055635e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -10556352.000000 Penalty: 5712.697266
	Iteration 47Q: 3 clusters Score -1.055635e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -10556376.000000 Penalty: 5712.697266
	Iteration 48Q: 3 clusters Score -1.055638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -10556362.000000 Penalty: 5712.697266
	Iteration 49Q: 3 clusters Score -1.055636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 94927 members 
Entering Unmasked Estep 
Score: -10556365.000000 Penalty: 5712.697266
	Iteration 50Q: 3 clusters Score -1.055636e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -10556372.000000 Penalty: 5712.697266
	Iteration 51Q: 3 clusters Score -1.055637e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -10556388.000000 Penalty: 5712.697266
	Iteration 52Q: 3 clusters Score -1.055639e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -10556397.000000 Penalty: 5712.697266
	Iteration 53Q: 3 clusters Score -1.05564e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -10556439.000000 Penalty: 5712.697266
	Iteration 54Q: 3 clusters Score -1.055644e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -10556463.000000 Penalty: 5712.697266
	Iteration 55Q: 3 clusters Score -1.055646e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 95281 members 
Entering Unmasked Estep 
Score: -10556460.000000 Penalty: 5712.697266
	Iteration 56Q: 3 clusters Score -1.055646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -10556444.000000 Penalty: 5712.697266
	Iteration 57Q: 3 clusters Score -1.055644e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 95351 members 
Entering Unmasked Estep 
Score: -10556459.000000 Penalty: 5712.697266
	Iteration 58Q: 3 clusters Score -1.055646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -10556468.000000 Penalty: 5712.697266
	Iteration 59Q: 3 clusters Score -1.055647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -10556483.000000 Penalty: 5712.697266
	Iteration 60F: 3 clusters Score -1.055648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 95422 members 
Entering Unmasked Estep 
Score: -10556483.000000 Penalty: 5712.697266
	Iteration 61Q: 3 clusters Score -1.055648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -10556500.000000 Penalty: 5712.697266
	Iteration 62Q: 3 clusters Score -1.05565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 95474 members 
Entering Unmasked Estep 
Score: -10556512.000000 Penalty: 5712.697266
	Iteration 63Q: 3 clusters Score -1.055651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -10556512.000000 Penalty: 5712.697266
	Iteration 64Q: 3 clusters Score -1.055651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -10556499.000000 Penalty: 5712.697266
	Iteration 65Q: 3 clusters Score -1.05565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 95544 members 
Entering Unmasked Estep 
Score: -10556511.000000 Penalty: 5712.697266
	Iteration 66Q: 3 clusters Score -1.055651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 95565 members 
Entering Unmasked Estep 
Score: -10556514.000000 Penalty: 5712.697266
	Iteration 67Q: 3 clusters Score -1.055651e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -10556523.000000 Penalty: 5712.697266
	Iteration 68Q: 3 clusters Score -1.055652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 95612 members 
Entering Unmasked Estep 
Score: -10556533.000000 Penalty: 5712.697266
	Iteration 69Q: 3 clusters Score -1.055653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -10556541.000000 Penalty: 5712.697266
	Iteration 70Q: 3 clusters Score -1.055654e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -10556544.000000 Penalty: 5712.697266
	Iteration 71Q: 3 clusters Score -1.055654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 95685 members 
Entering Unmasked Estep 
Score: -10556536.000000 Penalty: 5712.697266
	Iteration 72Q: 3 clusters Score -1.055654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -10556548.000000 Penalty: 5712.697266
	Iteration 73Q: 3 clusters Score -1.055655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -10556544.000000 Penalty: 5712.697266
	Iteration 74Q: 3 clusters Score -1.055654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -10556560.000000 Penalty: 5712.697266
	Iteration 75Q: 3 clusters Score -1.055656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 95791 members 
Entering Unmasked Estep 
Score: -10556573.000000 Penalty: 5712.697266
	Iteration 76Q: 3 clusters Score -1.055657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -10556567.000000 Penalty: 5712.697266
	Iteration 77Q: 3 clusters Score -1.055657e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -10556572.000000 Penalty: 5712.697266
	Iteration 78Q: 3 clusters Score -1.055657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -10556552.000000 Penalty: 5712.697266
	Iteration 79Q: 3 clusters Score -1.055655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -10556561.000000 Penalty: 5712.697266
	Iteration 80F: 3 clusters Score -1.055656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 95918 members 
Entering Unmasked Estep 
Score: -10556565.000000 Penalty: 5712.697266
	Iteration 81Q: 3 clusters Score -1.055656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 95943 members 
Entering Unmasked Estep 
Score: -10556585.000000 Penalty: 5712.697266
	Iteration 82Q: 3 clusters Score -1.055658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -10556591.000000 Penalty: 5712.697266
	Iteration 83Q: 3 clusters Score -1.055659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -10556592.000000 Penalty: 5712.697266
	Iteration 84Q: 3 clusters Score -1.055659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 96010 members 
Entering Unmasked Estep 
Score: -10556576.000000 Penalty: 5712.697266
	Iteration 85Q: 3 clusters Score -1.055658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -10556577.000000 Penalty: 5712.697266
	Iteration 86Q: 3 clusters Score -1.055658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -10556585.000000 Penalty: 5712.697266
	Iteration 87Q: 3 clusters Score -1.055658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 96048 members 
Entering Unmasked Estep 
Score: -10556589.000000 Penalty: 5712.697266
	Iteration 88Q: 3 clusters Score -1.055659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -10556605.000000 Penalty: 5712.697266
	Iteration 89Q: 3 clusters Score -1.05566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -10556592.000000 Penalty: 5712.697266
	Iteration 90Q: 3 clusters Score -1.055659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -10556585.000000 Penalty: 5712.697266
	Iteration 91Q: 3 clusters Score -1.055658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -10556590.000000 Penalty: 5712.697266
	Iteration 92Q: 3 clusters Score -1.055659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -10556584.000000 Penalty: 5712.697266
	Iteration 93Q: 3 clusters Score -1.055658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 96088 members 
Entering Unmasked Estep 
Score: -10556583.000000 Penalty: 5712.697266
	Iteration 94Q: 3 clusters Score -1.055658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -10556579.000000 Penalty: 5712.697266
	Iteration 95Q: 3 clusters Score -1.055658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 96090 members 
Entering Unmasked Estep 
Score: -10556579.000000 Penalty: 5712.697266
	Iteration 96F: 3 clusters Score -1.055658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 3 contains 1904 members 
Mstep: Class 4 contains 22225 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 30935 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 11 contains 41848 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21920 members 
Mstep: Class 19 contains 208238 members 
Mstep: Class 20 contains 6935 members 
Mstep: Class 21 contains 23780 members 
Mstep: Class 22 contains 100462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054416.000000 Penalty: 53300.515625
Iteration 119Q: 17 clusters Score -7.005442e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 197954 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22269 members 
Mstep: Class 5 contains 5867 members 
Mstep: Class 6 contains 30956 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 11 contains 41851 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 21948 members 
Mstep: Class 19 contains 208432 members 
Mstep: Class 20 contains 6843 members 
Mstep: Class 21 contains 23860 members 
Mstep: Class 22 contains 100320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054216.000000 Penalty: 53300.515625
Iteration 120F: 17 clusters Score -7.005422e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 198873 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22331 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 30874 members 
Mstep: Class 9 contains 8433 members 
Mstep: Class 11 contains 41765 members 
Mstep: Class 14 contains 4910 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21928 members 
Mstep: Class 19 contains 208063 members 
Mstep: Class 20 contains 6754 members 
Mstep: Class 21 contains 23935 members 
Mstep: Class 22 contains 99939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054424.000000 Penalty: 53300.515625
Iteration 121Q: 17 clusters Score -7.005442e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 199753 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22355 members 
Mstep: Class 5 contains 5766 members 
Mstep: Class 6 contains 30811 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 11 contains 41724 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 21901 members 
Mstep: Class 19 contains 207719 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 24018 members 
Mstep: Class 22 contains 99538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054232.000000 Penalty: 53300.515625
Iteration 122Q: 17 clusters Score -7.005423e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 200515 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22385 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 9 contains 8389 members 
Mstep: Class 11 contains 41724 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1148 members 
Mstep: Class 17 contains 21877 members 
Mstep: Class 19 contains 207346 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 24096 members 
Mstep: Class 22 contains 99189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053960.000000 Penalty: 53300.515625
Iteration 123Q: 17 clusters Score -7.005396e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 201219 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22420 members 
Mstep: Class 5 contains 5698 members 
Mstep: Class 6 contains 30742 members 
Mstep: Class 9 contains 8349 members 
Mstep: Class 11 contains 41737 members 
Mstep: Class 14 contains 4999 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21876 members 
Mstep: Class 19 contains 206978 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 24181 members 
Mstep: Class 22 contains 98882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054032.000000 Penalty: 53300.515625
Iteration 124Q: 17 clusters Score -7.005403e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 201825 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22461 members 
Mstep: Class 5 contains 5667 members 
Mstep: Class 6 contains 30699 members 
Mstep: Class 9 contains 8304 members 
Mstep: Class 11 contains 41730 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21871 members 
Mstep: Class 19 contains 206677 members 
Mstep: Class 20 contains 6435 members 
Mstep: Class 21 contains 24256 members 
Mstep: Class 22 contains 98629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053744.000000 Penalty: 53300.515625
Iteration 125Q: 17 clusters Score -7.005374e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 202334 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22505 members 
Mstep: Class 5 contains 5639 members 
Mstep: Class 6 contains 30659 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 11 contains 41750 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 21865 members 
Mstep: Class 19 contains 206433 members 
Mstep: Class 20 contains 6345 members 
Mstep: Class 21 contains 24339 members 
Mstep: Class 22 contains 98387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053512.000000 Penalty: 53300.515625
Iteration 126Q: 17 clusters Score -7.005351e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 202734 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22529 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 30633 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 11 contains 41778 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 21862 members 
Mstep: Class 19 contains 206245 members 
Mstep: Class 20 contains 6260 members 
Mstep: Class 21 contains 24437 members 
Mstep: Class 22 contains 98166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053464.000000 Penalty: 53300.515625
Iteration 127Q: 17 clusters Score -7.005346e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 203055 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22557 members 
Mstep: Class 5 contains 5599 members 
Mstep: Class 6 contains 30604 members 
Mstep: Class 9 contains 8174 members 
Mstep: Class 11 contains 41796 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 21861 members 
Mstep: Class 19 contains 206138 members 
Mstep: Class 20 contains 6169 members 
Mstep: Class 21 contains 24532 members 
Mstep: Class 22 contains 97965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053496.000000 Penalty: 53300.515625
Iteration 128Q: 17 clusters Score -7.00535e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 203219 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22577 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 30581 members 
Mstep: Class 9 contains 8134 members 
Mstep: Class 11 contains 41824 members 
Mstep: Class 14 contains 5164 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 21864 members 
Mstep: Class 19 contains 206101 members 
Mstep: Class 20 contains 6078 members 
Mstep: Class 21 contains 24638 members 
Mstep: Class 22 contains 97813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053304.000000 Penalty: 53300.515625
Iteration 129Q: 17 clusters Score -7.00533e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 203358 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22618 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 30559 members 
Mstep: Class 9 contains 8093 members 
Mstep: Class 11 contains 41846 members 
Mstep: Class 14 contains 5196 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21863 members 
Mstep: Class 19 contains 206055 members 
Mstep: Class 20 contains 6007 members 
Mstep: Class 21 contains 24726 members 
Mstep: Class 22 contains 97689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053376.000000 Penalty: 53300.515625
Iteration 130Q: 17 clusters Score -7.005338e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 203435 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22656 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 30552 members 
Mstep: Class 9 contains 8048 members 
Mstep: Class 11 contains 41883 members 
Mstep: Class 14 contains 5228 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21859 members 
Mstep: Class 19 contains 206064 members 
Mstep: Class 20 contains 5938 members 
Mstep: Class 21 contains 24817 members 
Mstep: Class 22 contains 97545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053136.000000 Penalty: 53300.515625
Iteration 131Q: 17 clusters Score -7.005314e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 203443 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22699 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 30550 members 
Mstep: Class 9 contains 8005 members 
Mstep: Class 11 contains 41933 members 
Mstep: Class 14 contains 5267 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1149 members 
Mstep: Class 17 contains 21865 members 
Mstep: Class 19 contains 206133 members 
Mstep: Class 20 contains 5869 members 
Mstep: Class 21 contains 24891 members 
Mstep: Class 22 contains 97389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053120.000000 Penalty: 53300.515625
Iteration 132Q: 17 clusters Score -7.005312e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 203378 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 22737 members 
Mstep: Class 5 contains 5519 members 
Mstep: Class 6 contains 30543 members 
Mstep: Class 9 contains 7956 members 
Mstep: Class 11 contains 42001 members 
Mstep: Class 14 contains 5308 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 21873 members 
Mstep: Class 19 contains 206226 members 
Mstep: Class 20 contains 5794 members 
Mstep: Class 21 contains 24964 members 
Mstep: Class 22 contains 97257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053232.000000 Penalty: 53300.515625
Iteration 133Q: 17 clusters Score -7.005323e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 203315 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 22795 members 
Mstep: Class 5 contains 5518 members 
Mstep: Class 6 contains 30550 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 11 contains 42059 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 21871 members 
Mstep: Class 19 contains 206356 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 25038 members 
Mstep: Class 22 contains 97093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053384.000000 Penalty: 53300.515625
Iteration 134Q: 17 clusters Score -7.005338e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 203224 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22848 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 30553 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 11 contains 42111 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1150 members 
Mstep: Class 17 contains 21872 members 
Mstep: Class 19 contains 206505 members 
Mstep: Class 20 contains 5623 members 
Mstep: Class 21 contains 25114 members 
Mstep: Class 22 contains 96945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053344.000000 Penalty: 53300.515625
Iteration 135Q: 17 clusters Score -7.005334e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 203120 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22891 members 
Mstep: Class 5 contains 5490 members 
Mstep: Class 6 contains 30566 members 
Mstep: Class 9 contains 7830 members 
Mstep: Class 11 contains 42156 members 
Mstep: Class 14 contains 5424 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1151 members 
Mstep: Class 17 contains 21877 members 
Mstep: Class 19 contains 206642 members 
Mstep: Class 20 contains 5524 members 
Mstep: Class 21 contains 25201 members 
Mstep: Class 22 contains 96821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053192.000000 Penalty: 53300.515625
Iteration 136Q: 17 clusters Score -7.005319e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 202996 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22940 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 30572 members 
Mstep: Class 9 contains 7791 members 
Mstep: Class 11 contains 42198 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 21874 members 
Mstep: Class 19 contains 206804 members 
Mstep: Class 20 contains 5411 members 
Mstep: Class 21 contains 25305 members 
Mstep: Class 22 contains 96715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053384.000000 Penalty: 53300.515625
Iteration 137Q: 17 clusters Score -7.005338e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 202895 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 22997 members 
Mstep: Class 5 contains 5441 members 
Mstep: Class 6 contains 30580 members 
Mstep: Class 9 contains 7756 members 
Mstep: Class 11 contains 42232 members 
Mstep: Class 14 contains 5507 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1152 members 
Mstep: Class 17 contains 21869 members 
Mstep: Class 19 contains 206945 members 
Mstep: Class 20 contains 5294 members 
Mstep: Class 21 contains 25405 members 
Mstep: Class 22 contains 96616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053384.000000 Penalty: 53300.515625
Iteration 138Q: 17 clusters Score -7.005338e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 202787 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23040 members 
Mstep: Class 5 contains 5446 members 
Mstep: Class 6 contains 30583 members 
Mstep: Class 9 contains 7728 members 
Mstep: Class 11 contains 42256 members 
Mstep: Class 14 contains 5541 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1153 members 
Mstep: Class 17 contains 21866 members 
Mstep: Class 19 contains 207059 members 
Mstep: Class 20 contains 5181 members 
Mstep: Class 21 contains 25512 members 
Mstep: Class 22 contains 96533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053416.000000 Penalty: 53300.515625
Iteration 139Q: 17 clusters Score -7.005342e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 202673 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23086 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 30590 members 
Mstep: Class 9 contains 7710 members 
Mstep: Class 11 contains 42298 members 
Mstep: Class 14 contains 5576 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1156 members 
Mstep: Class 17 contains 21863 members 
Mstep: Class 19 contains 207133 members 
Mstep: Class 20 contains 5074 members 
Mstep: Class 21 contains 25614 members 
Mstep: Class 22 contains 96477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053424.000000 Penalty: 53300.515625
Iteration 140F: 17 clusters Score -7.005342e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 202583 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23128 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 30599 members 
Mstep: Class 9 contains 7682 members 
Mstep: Class 11 contains 42345 members 
Mstep: Class 14 contains 5594 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1157 members 
Mstep: Class 17 contains 21868 members 
Mstep: Class 19 contains 207183 members 
Mstep: Class 20 contains 4960 members 
Mstep: Class 21 contains 25735 members 
Mstep: Class 22 contains 96418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053440.000000 Penalty: 53300.515625
Iteration 141Q: 17 clusters Score -7.005344e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 202486 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23183 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 9 contains 7671 members 
Mstep: Class 11 contains 42365 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 21873 members 
Mstep: Class 19 contains 207254 members 
Mstep: Class 20 contains 4847 members 
Mstep: Class 21 contains 25842 members 
Mstep: Class 22 contains 96351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053464.000000 Penalty: 53300.515625
Iteration 142Q: 17 clusters Score -7.005346e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 202366 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23235 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 30609 members 
Mstep: Class 9 contains 7655 members 
Mstep: Class 11 contains 42387 members 
Mstep: Class 14 contains 5663 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 21872 members 
Mstep: Class 19 contains 207344 members 
Mstep: Class 20 contains 4732 members 
Mstep: Class 21 contains 25953 members 
Mstep: Class 22 contains 96303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053456.000000 Penalty: 53300.515625
Iteration 143Q: 17 clusters Score -7.005346e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 202281 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23310 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 30612 members 
Mstep: Class 9 contains 7628 members 
Mstep: Class 11 contains 42393 members 
Mstep: Class 14 contains 5698 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 21872 members 
Mstep: Class 19 contains 207422 members 
Mstep: Class 20 contains 4606 members 
Mstep: Class 21 contains 26068 members 
Mstep: Class 22 contains 96237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053408.000000 Penalty: 53300.515625
Iteration 144Q: 17 clusters Score -7.005341e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 202190 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23367 members 
Mstep: Class 5 contains 5386 members 
Mstep: Class 6 contains 30612 members 
Mstep: Class 9 contains 7602 members 
Mstep: Class 11 contains 42404 members 
Mstep: Class 14 contains 5729 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1160 members 
Mstep: Class 17 contains 21871 members 
Mstep: Class 19 contains 207493 members 
Mstep: Class 20 contains 4494 members 
Mstep: Class 21 contains 26184 members 
Mstep: Class 22 contains 96175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053368.000000 Penalty: 53300.515625
Iteration 145Q: 17 clusters Score -7.005337e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 202106 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23425 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 30610 members 
Mstep: Class 9 contains 7588 members 
Mstep: Class 11 contains 42424 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 21868 members 
Mstep: Class 19 contains 207549 members 
Mstep: Class 20 contains 4365 members 
Mstep: Class 21 contains 26311 members 
Mstep: Class 22 contains 96111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053344.000000 Penalty: 53300.515625
Iteration 146Q: 17 clusters Score -7.005334e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 202033 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23488 members 
Mstep: Class 5 contains 5396 members 
Mstep: Class 6 contains 30606 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 11 contains 42440 members 
Mstep: Class 14 contains 5786 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 21861 members 
Mstep: Class 19 contains 207622 members 
Mstep: Class 20 contains 4249 members 
Mstep: Class 21 contains 26413 members 
Mstep: Class 22 contains 96047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053472.000000 Penalty: 53300.515625
Iteration 147Q: 17 clusters Score -7.005347e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 201990 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23546 members 
Mstep: Class 5 contains 5398 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 9 contains 7547 members 
Mstep: Class 11 contains 42448 members 
Mstep: Class 14 contains 5809 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21855 members 
Mstep: Class 19 contains 207683 members 
Mstep: Class 20 contains 4128 members 
Mstep: Class 21 contains 26519 members 
Mstep: Class 22 contains 95974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053488.000000 Penalty: 53300.515625
Iteration 148Q: 17 clusters Score -7.005349e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 201957 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23608 members 
Mstep: Class 5 contains 5403 members 
Mstep: Class 6 contains 30597 members 
Mstep: Class 9 contains 7532 members 
Mstep: Class 11 contains 42461 members 
Mstep: Class 14 contains 5840 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1163 members 
Mstep: Class 17 contains 21851 members 
Mstep: Class 19 contains 207716 members 
Mstep: Class 20 contains 4026 members 
Mstep: Class 21 contains 26603 members 
Mstep: Class 22 contains 95903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053512.000000 Penalty: 53300.515625
Iteration 149Q: 17 clusters Score -7.005351e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 201933 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23659 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 30598 members 
Mstep: Class 9 contains 7519 members 
Mstep: Class 11 contains 42481 members 
Mstep: Class 14 contains 5868 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1161 members 
Mstep: Class 17 contains 21846 members 
Mstep: Class 19 contains 207709 members 
Mstep: Class 20 contains 3935 members 
Mstep: Class 21 contains 26691 members 
Mstep: Class 22 contains 95865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053600.000000 Penalty: 53300.515625
Iteration 150Q: 17 clusters Score -7.00536e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 201908 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23715 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 30593 members 
Mstep: Class 9 contains 7506 members 
Mstep: Class 11 contains 42502 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1165 members 
Mstep: Class 17 contains 21839 members 
Mstep: Class 19 contains 207716 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 26769 members 
Mstep: Class 22 contains 95826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053744.000000 Penalty: 53300.515625
Iteration 151Q: 17 clusters Score -7.005374e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 201890 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23786 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 30593 members 
Mstep: Class 9 contains 7493 members 
Mstep: Class 11 contains 42518 members 
Mstep: Class 14 contains 5921 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1167 members 
Mstep: Class 17 contains 21839 members 
Mstep: Class 19 contains 207692 members 
Mstep: Class 20 contains 3713 members 
Mstep: Class 21 contains 26867 members 
Mstep: Class 22 contains 95793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053768.000000 Penalty: 53300.515625
Iteration 152Q: 17 clusters Score -7.005377e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 201865 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23859 members 
Mstep: Class 5 contains 5382 members 
Mstep: Class 6 contains 30591 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 11 contains 42522 members 
Mstep: Class 14 contains 5947 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 21831 members 
Mstep: Class 19 contains 207692 members 
Mstep: Class 20 contains 3570 members 
Mstep: Class 21 contains 26985 members 
Mstep: Class 22 contains 95780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053888.000000 Penalty: 53300.515625
Iteration 153Q: 17 clusters Score -7.005389e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 201839 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 23934 members 
Mstep: Class 5 contains 5363 members 
Mstep: Class 6 contains 30594 members 
Mstep: Class 9 contains 7433 members 
Mstep: Class 11 contains 42541 members 
Mstep: Class 14 contains 5976 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 21822 members 
Mstep: Class 19 contains 207702 members 
Mstep: Class 20 contains 3422 members 
Mstep: Class 21 contains 27106 members 
Mstep: Class 22 contains 95756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053888.000000 Penalty: 53300.515625
Iteration 154Q: 17 clusters Score -7.005389e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 201832 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 24031 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 30597 members 
Mstep: Class 9 contains 7406 members 
Mstep: Class 11 contains 42558 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1180 members 
Mstep: Class 17 contains 21817 members 
Mstep: Class 19 contains 207690 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 27202 members 
Mstep: Class 22 contains 95719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054096.000000 Penalty: 53300.515625
Iteration 155Q: 17 clusters Score -7.00541e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 201828 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 24125 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 30597 members 
Mstep: Class 9 contains 7367 members 
Mstep: Class 11 contains 42588 members 
Mstep: Class 14 contains 6022 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 21818 members 
Mstep: Class 19 contains 207669 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 27302 members 
Mstep: Class 22 contains 95683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054080.000000 Penalty: 53300.515625
Iteration 156Q: 17 clusters Score -7.005408e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 201811 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 24192 members 
Mstep: Class 5 contains 5338 members 
Mstep: Class 6 contains 30596 members 
Mstep: Class 9 contains 7334 members 
Mstep: Class 11 contains 42617 members 
Mstep: Class 14 contains 6043 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 21811 members 
Mstep: Class 19 contains 207674 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 21 contains 27403 members 
Mstep: Class 22 contains 95636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70054080.000000 Penalty: 53300.515625
Iteration 157Q: 17 clusters Score -7.005408e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 201814 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 24271 members 
Mstep: Class 5 contains 5340 members 
Mstep: Class 6 contains 30599 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 11 contains 42632 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1190 members 
Mstep: Class 17 contains 21806 members 
Mstep: Class 19 contains 207687 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 27485 members 
Mstep: Class 22 contains 95586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3207.023438 but Gain 3331.281250
Score: -70054152.000000 Penalty: 49969.234375
Iteration 158Q: 16 clusters Score -7.005415e+07 nChanged 3257
Entering ConstructFrom: 
Score: -70054152.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -455344.687500 Penalty: 2087.891846
	Iteration 0F: 2 clusters Score -455344.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -451128.000000 Penalty: 4175.783691
	Iteration 0F: 3 clusters Score -451128 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -452043.687500 Penalty: 4175.783691
	Iteration 1F: 3 clusters Score -452043.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -452243.281250 Penalty: 4175.783691
	Iteration 2F: 3 clusters Score -452243.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -452379.718750 Penalty: 4175.783691
	Iteration 3F: 3 clusters Score -452379.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -452461.906250 Penalty: 4175.783691
	Iteration 4Q: 3 clusters Score -452461.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -452514.718750 Penalty: 4175.783691
	Iteration 5Q: 3 clusters Score -452514.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -452552.718750 Penalty: 4175.783691
	Iteration 6Q: 3 clusters Score -452552.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -452587.437500 Penalty: 4175.783691
	Iteration 7Q: 3 clusters Score -452587.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -452615.718750 Penalty: 4175.783691
	Iteration 8Q: 3 clusters Score -452615.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -452645.218750 Penalty: 4175.783691
	Iteration 9Q: 3 clusters Score -452645.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -452676.750000 Penalty: 4175.783691
	Iteration 10Q: 3 clusters Score -452676.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -452717.343750 Penalty: 4175.783691
	Iteration 11Q: 3 clusters Score -452717.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -452761.875000 Penalty: 4175.783691
	Iteration 12Q: 3 clusters Score -452761.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -452796.625000 Penalty: 4175.783691
	Iteration 13Q: 3 clusters Score -452796.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -452831.250000 Penalty: 4175.783691
	Iteration 14Q: 3 clusters Score -452831.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -452856.000000 Penalty: 4175.783691
	Iteration 15Q: 3 clusters Score -452856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -452872.093750 Penalty: 4175.783691
	Iteration 16Q: 3 clusters Score -452872.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -452891.968750 Penalty: 4175.783691
	Iteration 17Q: 3 clusters Score -452892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -452906.343750 Penalty: 4175.783691
	Iteration 18Q: 3 clusters Score -452906.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -452918.468750 Penalty: 4175.783691
	Iteration 19Q: 3 clusters Score -452918.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -452929.218750 Penalty: 4175.783691
	Iteration 20F: 3 clusters Score -452929.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -452939.218750 Penalty: 4175.783691
	Iteration 21Q: 3 clusters Score -452939.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -452946.781250 Penalty: 4175.783691
	Iteration 22Q: 3 clusters Score -452946.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -452958.281250 Penalty: 4175.783691
	Iteration 23Q: 3 clusters Score -452958.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -452971.125000 Penalty: 4175.783691
	Iteration 24Q: 3 clusters Score -452971.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -452979.312500 Penalty: 4175.783691
	Iteration 25Q: 3 clusters Score -452979.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -452984.312500 Penalty: 4175.783691
	Iteration 26Q: 3 clusters Score -452984.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -452989.968750 Penalty: 4175.783691
	Iteration 27Q: 3 clusters Score -452990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -452996.156250 Penalty: 4175.783691
	Iteration 28Q: 3 clusters Score -452996.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -452999.718750 Penalty: 4175.783691
	Iteration 29Q: 3 clusters Score -452999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -453003.906250 Penalty: 4175.783691
	Iteration 30Q: 3 clusters Score -453003.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -453008.468750 Penalty: 4175.783691
	Iteration 31Q: 3 clusters Score -453008.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -453011.062500 Penalty: 4175.783691
	Iteration 32Q: 3 clusters Score -453011.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -453014.562500 Penalty: 4175.783691
	Iteration 33Q: 3 clusters Score -453014.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -453019.937500 Penalty: 4175.783691
	Iteration 34Q: 3 clusters Score -453019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -453024.937500 Penalty: 4175.783691
	Iteration 35Q: 3 clusters Score -453024.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -453030.500000 Penalty: 4175.783691
	Iteration 36Q: 3 clusters Score -453030.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -453035.406250 Penalty: 4175.783691
	Iteration 37Q: 3 clusters Score -453035.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -453038.906250 Penalty: 4175.783691
	Iteration 38Q: 3 clusters Score -453038.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -453044.500000 Penalty: 4175.783691
	Iteration 39Q: 3 clusters Score -453044.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -453046.656250 Penalty: 4175.783691
	Iteration 40F: 3 clusters Score -453046.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -453050.562500 Penalty: 4175.783691
	Iteration 41Q: 3 clusters Score -453050.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -453057.531250 Penalty: 4175.783691
	Iteration 42Q: 3 clusters Score -453057.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -453067.125000 Penalty: 4175.783691
	Iteration 43Q: 3 clusters Score -453067.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -453078.531250 Penalty: 4175.783691
	Iteration 44Q: 3 clusters Score -453078.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -453088.906250 Penalty: 4175.783691
	Iteration 45Q: 3 clusters Score -453088.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -453101.281250 Penalty: 4175.783691
	Iteration 46Q: 3 clusters Score -453101.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -453115.187500 Penalty: 4175.783691
	Iteration 47Q: 3 clusters Score -453115.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -453128.062500 Penalty: 4175.783691
	Iteration 48Q: 3 clusters Score -453128.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -453140.812500 Penalty: 4175.783691
	Iteration 49Q: 3 clusters Score -453140.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -453156.031250 Penalty: 4175.783691
	Iteration 50Q: 3 clusters Score -453156 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -453175.562500 Penalty: 4175.783691
	Iteration 51Q: 3 clusters Score -453175.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -453193.312500 Penalty: 4175.783691
	Iteration 52Q: 3 clusters Score -453193.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -453212.906250 Penalty: 4175.783691
	Iteration 53Q: 3 clusters Score -453212.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -453230.062500 Penalty: 4175.783691
	Iteration 54Q: 3 clusters Score -453230.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -453244.687500 Penalty: 4175.783691
	Iteration 55Q: 3 clusters Score -453244.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -453264.937500 Penalty: 4175.783691
	Iteration 56Q: 3 clusters Score -453264.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -453292.875000 Penalty: 4175.783691
	Iteration 57Q: 3 clusters Score -453292.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -453331.000000 Penalty: 4175.783691
	Iteration 58Q: 3 clusters Score -453331 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -453408.156250 Penalty: 4175.783691
	Iteration 59Q: 3 clusters Score -453408.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -453490.531250 Penalty: 4175.783691
	Iteration 60F: 3 clusters Score -453490.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -453548.593750 Penalty: 4175.783691
	Iteration 61Q: 3 clusters Score -453548.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -453612.437500 Penalty: 4175.783691
	Iteration 62Q: 3 clusters Score -453612.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -453663.562500 Penalty: 4175.783691
	Iteration 63Q: 3 clusters Score -453663.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -453714.093750 Penalty: 4175.783691
	Iteration 64Q: 3 clusters Score -453714.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -453763.781250 Penalty: 4175.783691
	Iteration 65Q: 3 clusters Score -453763.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -453804.031250 Penalty: 4175.783691
	Iteration 66Q: 3 clusters Score -453804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -453847.156250 Penalty: 4175.783691
	Iteration 67Q: 3 clusters Score -453847.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -453880.406250 Penalty: 4175.783691
	Iteration 68Q: 3 clusters Score -453880.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -453902.093750 Penalty: 4175.783691
	Iteration 69Q: 3 clusters Score -453902.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -453919.312500 Penalty: 4175.783691
	Iteration 70Q: 3 clusters Score -453919.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -453929.468750 Penalty: 4175.783691
	Iteration 71Q: 3 clusters Score -453929.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -453939.531250 Penalty: 4175.783691
	Iteration 72Q: 3 clusters Score -453939.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -453950.875000 Penalty: 4175.783691
	Iteration 73Q: 3 clusters Score -453950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -453957.531250 Penalty: 4175.783691
	Iteration 74Q: 3 clusters Score -453957.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -453968.656250 Penalty: 4175.783691
	Iteration 75Q: 3 clusters Score -453968.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -453976.750000 Penalty: 4175.783691
	Iteration 76Q: 3 clusters Score -453976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -453980.500000 Penalty: 4175.783691
	Iteration 77Q: 3 clusters Score -453980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -453981.687500 Penalty: 4175.783691
	Iteration 78Q: 3 clusters Score -453981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -453983.656250 Penalty: 4175.783691
	Iteration 79Q: 3 clusters Score -453983.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -453986.250000 Penalty: 4175.783691
	Iteration 80F: 3 clusters Score -453986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -453986.687500 Penalty: 4175.783691
	Iteration 81Q: 3 clusters Score -453986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -453989.281250 Penalty: 4175.783691
	Iteration 82Q: 3 clusters Score -453989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -453990.343750 Penalty: 4175.783691
	Iteration 83Q: 3 clusters Score -453990.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -453991.781250 Penalty: 4175.783691
	Iteration 84Q: 3 clusters Score -453991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -453997.812500 Penalty: 4175.783691
	Iteration 85Q: 3 clusters Score -453997.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -454000.093750 Penalty: 4175.783691
	Iteration 86Q: 3 clusters Score -454000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -454001.718750 Penalty: 4175.783691
	Iteration 87Q: 3 clusters Score -454001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -454002.343750 Penalty: 4175.783691
	Iteration 88Q: 3 clusters Score -454002.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -454002.250000 Penalty: 4175.783691
	Iteration 89Q: 3 clusters Score -454002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -454002.250000 Penalty: 4175.783691
	Iteration 90F: 3 clusters Score -454002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (201828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201828 members 
Entering Unmasked Estep 
Score: -21076490.000000 Penalty: 3029.362305
	Iteration 0F: 2 clusters Score -2.107649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101268 members 
Mstep: Class 2 contains 100560 members 
Entering Unmasked Estep 
Score: -20944366.000000 Penalty: 6058.724609
	Iteration 0F: 3 clusters Score -2.094437e+07 nChanged 97051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105755 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -21001936.000000 Penalty: 6058.724609
	Iteration 1F: 3 clusters Score -2.100194e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -21003704.000000 Penalty: 6058.724609
	Iteration 2Q: 3 clusters Score -2.10037e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112801 members 
Mstep: Class 2 contains 89027 members 
Entering Unmasked Estep 
Score: -21005822.000000 Penalty: 6058.724609
	Iteration 3Q: 3 clusters Score -2.100582e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -21008812.000000 Penalty: 6058.724609
	Iteration 4Q: 3 clusters Score -2.100881e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127264 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -21013778.000000 Penalty: 6058.724609
	Iteration 5Q: 3 clusters Score -2.101378e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 63107 members 
Entering Unmasked Estep 
Score: -21021958.000000 Penalty: 6058.724609
	Iteration 6F: 3 clusters Score -2.102196e+07 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -21033294.000000 Penalty: 6058.724609
	Iteration 7F: 3 clusters Score -2.103329e+07 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166346 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -21045638.000000 Penalty: 6058.724609
	Iteration 8F: 3 clusters Score -2.104564e+07 nChanged 11214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177260 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -21054856.000000 Penalty: 6058.724609
	Iteration 9F: 3 clusters Score -2.105486e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185088 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -21061232.000000 Penalty: 6058.724609
	Iteration 10Q: 3 clusters Score -2.106123e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190508 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -21066084.000000 Penalty: 6058.724609
	Iteration 11Q: 3 clusters Score -2.106608e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194213 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -21069424.000000 Penalty: 6058.724609
	Iteration 12Q: 3 clusters Score -2.106942e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196712 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -21071440.000000 Penalty: 6058.724609
	Iteration 13Q: 3 clusters Score -2.107144e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198322 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -21072816.000000 Penalty: 6058.724609
	Iteration 14Q: 3 clusters Score -2.107282e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199342 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21073344.000000 Penalty: 6058.724609
	Iteration 15Q: 3 clusters Score -2.107334e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199956 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -21073628.000000 Penalty: 6058.724609
	Iteration 16Q: 3 clusters Score -2.107363e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200317 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -21073780.000000 Penalty: 6058.724609
	Iteration 17Q: 3 clusters Score -2.107378e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200551 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21073854.000000 Penalty: 6058.724609
	Iteration 18Q: 3 clusters Score -2.107385e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200710 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21073912.000000 Penalty: 6058.724609
	Iteration 19Q: 3 clusters Score -2.107391e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200830 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -21073994.000000 Penalty: 6058.724609
	Iteration 20F: 3 clusters Score -2.107399e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200905 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -21074054.000000 Penalty: 6058.724609
	Iteration 21Q: 3 clusters Score -2.107405e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200960 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21074060.000000 Penalty: 6058.724609
	Iteration 22Q: 3 clusters Score -2.107406e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200998 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21074084.000000 Penalty: 6058.724609
	Iteration 23Q: 3 clusters Score -2.107408e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201032 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -21074086.000000 Penalty: 6058.724609
	Iteration 24Q: 3 clusters Score -2.107409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201052 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -21074092.000000 Penalty: 6058.724609
	Iteration 25Q: 3 clusters Score -2.107409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201060 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -21074102.000000 Penalty: 6058.724609
	Iteration 26Q: 3 clusters Score -2.10741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201073 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21074102.000000 Penalty: 6058.724609
	Iteration 27Q: 3 clusters Score -2.10741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201086 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -21074090.000000 Penalty: 6058.724609
	Iteration 28Q: 3 clusters Score -2.107409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201094 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -21074098.000000 Penalty: 6058.724609
	Iteration 29Q: 3 clusters Score -2.10741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201102 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -21074100.000000 Penalty: 6058.724609
	Iteration 30Q: 3 clusters Score -2.10741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201110 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -21074086.000000 Penalty: 6058.724609
	Iteration 31Q: 3 clusters Score -2.107409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201115 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -21074100.000000 Penalty: 6058.724609
	Iteration 32Q: 3 clusters Score -2.10741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201124 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -21074116.000000 Penalty: 6058.724609
	Iteration 33Q: 3 clusters Score -2.107412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201127 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21074114.000000 Penalty: 6058.724609
	Iteration 34Q: 3 clusters Score -2.107411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201130 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21074118.000000 Penalty: 6058.724609
	Iteration 35Q: 3 clusters Score -2.107412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201132 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -21074106.000000 Penalty: 6058.724609
	Iteration 36Q: 3 clusters Score -2.107411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201135 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21074102.000000 Penalty: 6058.724609
	Iteration 37Q: 3 clusters Score -2.10741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201136 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21074114.000000 Penalty: 6058.724609
	Iteration 38Q: 3 clusters Score -2.107411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201138 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -21074120.000000 Penalty: 6058.724609
	Iteration 39Q: 3 clusters Score -2.107412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201137 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21074120.000000 Penalty: 6058.724609
	Iteration 40F: 3 clusters Score -2.107412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201135 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -21074124.000000 Penalty: 6058.724609
	Iteration 41Q: 3 clusters Score -2.107412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201134 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21074120.000000 Penalty: 6058.724609
	Iteration 42Q: 3 clusters Score -2.107412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201134 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -21074134.000000 Penalty: 6058.724609
	Iteration 43Q: 3 clusters Score -2.107413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201136 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21074136.000000 Penalty: 6058.724609
	Iteration 44Q: 3 clusters Score -2.107414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201137 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21074128.000000 Penalty: 6058.724609
	Iteration 45Q: 3 clusters Score -2.107413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201136 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21074142.000000 Penalty: 6058.724609
	Iteration 46Q: 3 clusters Score -2.107414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201136 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21074142.000000 Penalty: 6058.724609
	Iteration 47F: 3 clusters Score -2.107414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -171056.125000 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -171056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -168515.406250 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -168515.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -169330.078125 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -169330.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170375.656250 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -170375.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -171163.765625 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -171163.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -171527.625000 Penalty: 3745.127930
	Iteration 4F: 3 clusters Score -171527.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -171703.593750 Penalty: 3745.127930
	Iteration 5Q: 3 clusters Score -171703.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171812.109375 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -171812.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -171903.375000 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -171903.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -172064.625000 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -172064.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -172237.859375 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -172237.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -172256.593750 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -172256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -172260.531250 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -172260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -172264.265625 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -172264.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172267.953125 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -172268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172267.953125 Penalty: 3745.127930
	Iteration 14F: 3 clusters Score -172268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 201828 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 25385 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 771 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 21803 members 
Mstep: Class 19 contains 207793 members 
Mstep: Class 21 contains 29182 members 
Mstep: Class 22 contains 95543 members 
Entering Unmasked Estep 
Score: -70057248.000000 Penalty: 53300.515625
Splitting cluster 3 changes total score from -70054152.000000 to -70057248.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (25385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Entering Unmasked Estep 
Score: -2652178.250000 Penalty: 2515.194580
	Iteration 0F: 2 clusters Score -2652178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2634598.500000 Penalty: 5030.389160
	Iteration 0F: 3 clusters Score -2634598 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2640627.500000 Penalty: 5030.389160
	Iteration 1F: 3 clusters Score -2640628 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2641039.000000 Penalty: 5030.389160
	Iteration 2Q: 3 clusters Score -2641039 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2641477.500000 Penalty: 5030.389160
	Iteration 3Q: 3 clusters Score -2641478 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2641991.750000 Penalty: 5030.389160
	Iteration 4Q: 3 clusters Score -2641992 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2642752.750000 Penalty: 5030.389160
	Iteration 5F: 3 clusters Score -2642753 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2643939.500000 Penalty: 5030.389160
	Iteration 6F: 3 clusters Score -2643940 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2645532.500000 Penalty: 5030.389160
	Iteration 7F: 3 clusters Score -2645532 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2647230.750000 Penalty: 5030.389160
	Iteration 8F: 3 clusters Score -2647231 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -2648557.750000 Penalty: 5030.389160
	Iteration 9F: 3 clusters Score -2648558 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2649339.250000 Penalty: 5030.389160
	Iteration 10Q: 3 clusters Score -2649339 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2649681.000000 Penalty: 5030.389160
	Iteration 11Q: 3 clusters Score -2649681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -2649816.750000 Penalty: 5030.389160
	Iteration 12Q: 3 clusters Score -2649817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -2649884.500000 Penalty: 5030.389160
	Iteration 13Q: 3 clusters Score -2649884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2649926.500000 Penalty: 5030.389160
	Iteration 14Q: 3 clusters Score -2649926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -2649954.500000 Penalty: 5030.389160
	Iteration 15Q: 3 clusters Score -2649954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -2649964.750000 Penalty: 5030.389160
	Iteration 16Q: 3 clusters Score -2649965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -2649973.750000 Penalty: 5030.389160
	Iteration 17Q: 3 clusters Score -2649974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2649982.250000 Penalty: 5030.389160
	Iteration 18Q: 3 clusters Score -2649982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2649982.250000 Penalty: 5030.389160
	Iteration 19F: 3 clusters Score -2649982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Entering Unmasked Estep 
Score: -574561.625000 Penalty: 2128.347168
	Iteration 0F: 2 clusters Score -574561.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -569788.937500 Penalty: 4256.694336
	Iteration 0F: 3 clusters Score -569788.9 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -570863.250000 Penalty: 4256.694336
	Iteration 1F: 3 clusters Score -570863.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -571065.125000 Penalty: 4256.694336
	Iteration 2F: 3 clusters Score -571065.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -571196.312500 Penalty: 4256.694336
	Iteration 3Q: 3 clusters Score -571196.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -571293.812500 Penalty: 4256.694336
	Iteration 4Q: 3 clusters Score -571293.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -571357.062500 Penalty: 4256.694336
	Iteration 5Q: 3 clusters Score -571357.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -571411.125000 Penalty: 4256.694336
	Iteration 6Q: 3 clusters Score -571411.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -571454.625000 Penalty: 4256.694336
	Iteration 7Q: 3 clusters Score -571454.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -571490.625000 Penalty: 4256.694336
	Iteration 8Q: 3 clusters Score -571490.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -571516.937500 Penalty: 4256.694336
	Iteration 9Q: 3 clusters Score -571516.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -571538.000000 Penalty: 4256.694336
	Iteration 10Q: 3 clusters Score -571538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -571558.750000 Penalty: 4256.694336
	Iteration 11Q: 3 clusters Score -571558.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -571577.000000 Penalty: 4256.694336
	Iteration 12Q: 3 clusters Score -571577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -571591.375000 Penalty: 4256.694336
	Iteration 13Q: 3 clusters Score -571591.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -571600.812500 Penalty: 4256.694336
	Iteration 14Q: 3 clusters Score -571600.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -571610.500000 Penalty: 4256.694336
	Iteration 15Q: 3 clusters Score -571610.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -571618.187500 Penalty: 4256.694336
	Iteration 16Q: 3 clusters Score -571618.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -571623.937500 Penalty: 4256.694336
	Iteration 17Q: 3 clusters Score -571623.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -571632.437500 Penalty: 4256.694336
	Iteration 18Q: 3 clusters Score -571632.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -571638.000000 Penalty: 4256.694336
	Iteration 19Q: 3 clusters Score -571638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -571641.687500 Penalty: 4256.694336
	Iteration 20F: 3 clusters Score -571641.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -571646.875000 Penalty: 4256.694336
	Iteration 21Q: 3 clusters Score -571646.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -571652.812500 Penalty: 4256.694336
	Iteration 22Q: 3 clusters Score -571652.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -571659.500000 Penalty: 4256.694336
	Iteration 23Q: 3 clusters Score -571659.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -571663.875000 Penalty: 4256.694336
	Iteration 24Q: 3 clusters Score -571663.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -571669.250000 Penalty: 4256.694336
	Iteration 25Q: 3 clusters Score -571669.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -571674.562500 Penalty: 4256.694336
	Iteration 26Q: 3 clusters Score -571674.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -571677.437500 Penalty: 4256.694336
	Iteration 27Q: 3 clusters Score -571677.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -571680.500000 Penalty: 4256.694336
	Iteration 28Q: 3 clusters Score -571680.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -571685.187500 Penalty: 4256.694336
	Iteration 29Q: 3 clusters Score -571685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -571687.562500 Penalty: 4256.694336
	Iteration 30Q: 3 clusters Score -571687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -571690.375000 Penalty: 4256.694336
	Iteration 31Q: 3 clusters Score -571690.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -571694.750000 Penalty: 4256.694336
	Iteration 32Q: 3 clusters Score -571694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -571698.437500 Penalty: 4256.694336
	Iteration 33Q: 3 clusters Score -571698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -571698.875000 Penalty: 4256.694336
	Iteration 34Q: 3 clusters Score -571698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -571702.500000 Penalty: 4256.694336
	Iteration 35Q: 3 clusters Score -571702.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -571706.625000 Penalty: 4256.694336
	Iteration 36Q: 3 clusters Score -571706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -571709.000000 Penalty: 4256.694336
	Iteration 37Q: 3 clusters Score -571709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -571710.437500 Penalty: 4256.694336
	Iteration 38Q: 3 clusters Score -571710.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -571714.062500 Penalty: 4256.694336
	Iteration 39Q: 3 clusters Score -571714.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -571715.062500 Penalty: 4256.694336
	Iteration 40F: 3 clusters Score -571715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -571716.625000 Penalty: 4256.694336
	Iteration 41Q: 3 clusters Score -571716.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -571720.437500 Penalty: 4256.694336
	Iteration 42Q: 3 clusters Score -571720.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -571724.312500 Penalty: 4256.694336
	Iteration 43Q: 3 clusters Score -571724.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -571725.375000 Penalty: 4256.694336
	Iteration 44Q: 3 clusters Score -571725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -571726.812500 Penalty: 4256.694336
	Iteration 45Q: 3 clusters Score -571726.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -571730.250000 Penalty: 4256.694336
	Iteration 46Q: 3 clusters Score -571730.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -571735.312500 Penalty: 4256.694336
	Iteration 47Q: 3 clusters Score -571735.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -571737.312500 Penalty: 4256.694336
	Iteration 48Q: 3 clusters Score -571737.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -571742.375000 Penalty: 4256.694336
	Iteration 49Q: 3 clusters Score -571742.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -571744.750000 Penalty: 4256.694336
	Iteration 50Q: 3 clusters Score -571744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -571747.625000 Penalty: 4256.694336
	Iteration 51Q: 3 clusters Score -571747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -571748.812500 Penalty: 4256.694336
	Iteration 52Q: 3 clusters Score -571748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -571752.437500 Penalty: 4256.694336
	Iteration 53Q: 3 clusters Score -571752.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -571753.312500 Penalty: 4256.694336
	Iteration 54Q: 3 clusters Score -571753.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -571756.812500 Penalty: 4256.694336
	Iteration 55Q: 3 clusters Score -571756.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -571760.750000 Penalty: 4256.694336
	Iteration 56Q: 3 clusters Score -571760.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -571768.250000 Penalty: 4256.694336
	Iteration 57Q: 3 clusters Score -571768.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -571774.937500 Penalty: 4256.694336
	Iteration 58Q: 3 clusters Score -571774.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -571782.500000 Penalty: 4256.694336
	Iteration 59Q: 3 clusters Score -571782.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -571789.875000 Penalty: 4256.694336
	Iteration 60F: 3 clusters Score -571789.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -571796.750000 Penalty: 4256.694336
	Iteration 61Q: 3 clusters Score -571796.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -571803.125000 Penalty: 4256.694336
	Iteration 62Q: 3 clusters Score -571803.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -571808.250000 Penalty: 4256.694336
	Iteration 63Q: 3 clusters Score -571808.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -571818.500000 Penalty: 4256.694336
	Iteration 64Q: 3 clusters Score -571818.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -571826.687500 Penalty: 4256.694336
	Iteration 65Q: 3 clusters Score -571826.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -571837.812500 Penalty: 4256.694336
	Iteration 66Q: 3 clusters Score -571837.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -571850.125000 Penalty: 4256.694336
	Iteration 67Q: 3 clusters Score -571850.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -571868.062500 Penalty: 4256.694336
	Iteration 68Q: 3 clusters Score -571868.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -571884.437500 Penalty: 4256.694336
	Iteration 69Q: 3 clusters Score -571884.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -571899.750000 Penalty: 4256.694336
	Iteration 70Q: 3 clusters Score -571899.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -571912.000000 Penalty: 4256.694336
	Iteration 71Q: 3 clusters Score -571912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -571931.375000 Penalty: 4256.694336
	Iteration 72Q: 3 clusters Score -571931.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -571953.062500 Penalty: 4256.694336
	Iteration 73Q: 3 clusters Score -571953.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -571971.937500 Penalty: 4256.694336
	Iteration 74Q: 3 clusters Score -571971.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -571999.750000 Penalty: 4256.694336
	Iteration 75Q: 3 clusters Score -571999.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -572032.687500 Penalty: 4256.694336
	Iteration 76Q: 3 clusters Score -572032.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -572058.437500 Penalty: 4256.694336
	Iteration 77Q: 3 clusters Score -572058.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -572079.250000 Penalty: 4256.694336
	Iteration 78Q: 3 clusters Score -572079.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -572105.500000 Penalty: 4256.694336
	Iteration 79Q: 3 clusters Score -572105.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -572133.187500 Penalty: 4256.694336
	Iteration 80F: 3 clusters Score -572133.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -572162.500000 Penalty: 4256.694336
	Iteration 81Q: 3 clusters Score -572162.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -572185.562500 Penalty: 4256.694336
	Iteration 82Q: 3 clusters Score -572185.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -572209.062500 Penalty: 4256.694336
	Iteration 83Q: 3 clusters Score -572209.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -572232.000000 Penalty: 4256.694336
	Iteration 84Q: 3 clusters Score -572232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -572261.625000 Penalty: 4256.694336
	Iteration 85Q: 3 clusters Score -572261.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -572291.000000 Penalty: 4256.694336
	Iteration 86Q: 3 clusters Score -572291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -572323.750000 Penalty: 4256.694336
	Iteration 87Q: 3 clusters Score -572323.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -572353.625000 Penalty: 4256.694336
	Iteration 88Q: 3 clusters Score -572353.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -572373.937500 Penalty: 4256.694336
	Iteration 89Q: 3 clusters Score -572373.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -572393.000000 Penalty: 4256.694336
	Iteration 90Q: 3 clusters Score -572393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -572412.625000 Penalty: 4256.694336
	Iteration 91Q: 3 clusters Score -572412.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -572429.625000 Penalty: 4256.694336
	Iteration 92Q: 3 clusters Score -572429.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -572447.125000 Penalty: 4256.694336
	Iteration 93Q: 3 clusters Score -572447.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -572464.062500 Penalty: 4256.694336
	Iteration 94Q: 3 clusters Score -572464.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -572480.437500 Penalty: 4256.694336
	Iteration 95Q: 3 clusters Score -572480.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -572493.625000 Penalty: 4256.694336
	Iteration 96Q: 3 clusters Score -572493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -572506.000000 Penalty: 4256.694336
	Iteration 97Q: 3 clusters Score -572506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -572516.687500 Penalty: 4256.694336
	Iteration 98Q: 3 clusters Score -572516.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -572524.625000 Penalty: 4256.694336
	Iteration 99Q: 3 clusters Score -572524.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -572532.375000 Penalty: 4256.694336
	Iteration 100F: 3 clusters Score -572532.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -572540.562500 Penalty: 4256.694336
	Iteration 101Q: 3 clusters Score -572540.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -572551.437500 Penalty: 4256.694336
	Iteration 102Q: 3 clusters Score -572551.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -572561.437500 Penalty: 4256.694336
	Iteration 103Q: 3 clusters Score -572561.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -572572.875000 Penalty: 4256.694336
	Iteration 104Q: 3 clusters Score -572572.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -572581.875000 Penalty: 4256.694336
	Iteration 105Q: 3 clusters Score -572581.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -572591.187500 Penalty: 4256.694336
	Iteration 106Q: 3 clusters Score -572591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -572592.625000 Penalty: 4256.694336
	Iteration 107Q: 3 clusters Score -572592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -572593.875000 Penalty: 4256.694336
	Iteration 108Q: 3 clusters Score -572593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -572596.125000 Penalty: 4256.694336
	Iteration 109Q: 3 clusters Score -572596.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -572602.000000 Penalty: 4256.694336
	Iteration 110Q: 3 clusters Score -572602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -572612.250000 Penalty: 4256.694336
	Iteration 111Q: 3 clusters Score -572612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -572629.687500 Penalty: 4256.694336
	Iteration 112Q: 3 clusters Score -572629.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -572643.812500 Penalty: 4256.694336
	Iteration 113Q: 3 clusters Score -572643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -572655.750000 Penalty: 4256.694336
	Iteration 114Q: 3 clusters Score -572655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -572662.437500 Penalty: 4256.694336
	Iteration 115Q: 3 clusters Score -572662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -572668.000000 Penalty: 4256.694336
	Iteration 116Q: 3 clusters Score -572668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -572673.312500 Penalty: 4256.694336
	Iteration 117Q: 3 clusters Score -572673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -572678.250000 Penalty: 4256.694336
	Iteration 118Q: 3 clusters Score -572678.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -572680.875000 Penalty: 4256.694336
	Iteration 119Q: 3 clusters Score -572680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -572685.062500 Penalty: 4256.694336
	Iteration 120F: 3 clusters Score -572685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -572689.062500 Penalty: 4256.694336
	Iteration 121Q: 3 clusters Score -572689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -572695.500000 Penalty: 4256.694336
	Iteration 122Q: 3 clusters Score -572695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -572700.937500 Penalty: 4256.694336
	Iteration 123Q: 3 clusters Score -572700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -572702.812500 Penalty: 4256.694336
	Iteration 124Q: 3 clusters Score -572702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -572705.500000 Penalty: 4256.694336
	Iteration 125Q: 3 clusters Score -572705.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -572706.625000 Penalty: 4256.694336
	Iteration 126Q: 3 clusters Score -572706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -572706.625000 Penalty: 4256.694336
	Iteration 127F: 3 clusters Score -572706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Entering Unmasked Estep 
Score: -3212608.000000 Penalty: 2561.547363
	Iteration 0F: 2 clusters Score -3212608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3191562.000000 Penalty: 5123.094727
	Iteration 0F: 3 clusters Score -3191562 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3199028.000000 Penalty: 5123.094727
	Iteration 1F: 3 clusters Score -3199028 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3199481.500000 Penalty: 5123.094727
	Iteration 2Q: 3 clusters Score -3199482 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3199898.250000 Penalty: 5123.094727
	Iteration 3Q: 3 clusters Score -3199898 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3200365.500000 Penalty: 5123.094727
	Iteration 4Q: 3 clusters Score -3200366 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3200837.250000 Penalty: 5123.094727
	Iteration 5Q: 3 clusters Score -3200837 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3201467.000000 Penalty: 5123.094727
	Iteration 6Q: 3 clusters Score -3201467 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3202214.500000 Penalty: 5123.094727
	Iteration 7Q: 3 clusters Score -3202214 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3203074.250000 Penalty: 5123.094727
	Iteration 8Q: 3 clusters Score -3203074 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3204006.500000 Penalty: 5123.094727
	Iteration 9Q: 3 clusters Score -3204006 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3204965.250000 Penalty: 5123.094727
	Iteration 10Q: 3 clusters Score -3204965 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3205776.500000 Penalty: 5123.094727
	Iteration 11Q: 3 clusters Score -3205776 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3206461.500000 Penalty: 5123.094727
	Iteration 12Q: 3 clusters Score -3206462 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -3207022.500000 Penalty: 5123.094727
	Iteration 13Q: 3 clusters Score -3207022 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3207469.000000 Penalty: 5123.094727
	Iteration 14Q: 3 clusters Score -3207469 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3207810.500000 Penalty: 5123.094727
	Iteration 15Q: 3 clusters Score -3207810 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3208081.500000 Penalty: 5123.094727
	Iteration 16Q: 3 clusters Score -3208082 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3208330.750000 Penalty: 5123.094727
	Iteration 17Q: 3 clusters Score -3208331 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3208549.000000 Penalty: 5123.094727
	Iteration 18Q: 3 clusters Score -3208549 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3208752.750000 Penalty: 5123.094727
	Iteration 19Q: 3 clusters Score -3208753 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3208941.750000 Penalty: 5123.094727
	Iteration 20F: 3 clusters Score -3208942 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3209129.500000 Penalty: 5123.094727
	Iteration 21Q: 3 clusters Score -3209130 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3209264.500000 Penalty: 5123.094727
	Iteration 22Q: 3 clusters Score -3209264 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3209392.000000 Penalty: 5123.094727
	Iteration 23Q: 3 clusters Score -3209392 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3209516.250000 Penalty: 5123.094727
	Iteration 24Q: 3 clusters Score -3209516 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3209640.000000 Penalty: 5123.094727
	Iteration 25Q: 3 clusters Score -3209640 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3209743.750000 Penalty: 5123.094727
	Iteration 26Q: 3 clusters Score -3209744 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3209839.500000 Penalty: 5123.094727
	Iteration 27Q: 3 clusters Score -3209840 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3209913.250000 Penalty: 5123.094727
	Iteration 28Q: 3 clusters Score -3209913 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3209983.500000 Penalty: 5123.094727
	Iteration 29Q: 3 clusters Score -3209984 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3210042.250000 Penalty: 5123.094727
	Iteration 30Q: 3 clusters Score -3210042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3210098.750000 Penalty: 5123.094727
	Iteration 31Q: 3 clusters Score -3210099 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3210148.250000 Penalty: 5123.094727
	Iteration 32Q: 3 clusters Score -3210148 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3210190.000000 Penalty: 5123.094727
	Iteration 33Q: 3 clusters Score -3210190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3210218.250000 Penalty: 5123.094727
	Iteration 34Q: 3 clusters Score -3210218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3210252.250000 Penalty: 5123.094727
	Iteration 35Q: 3 clusters Score -3210252 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3210279.500000 Penalty: 5123.094727
	Iteration 36Q: 3 clusters Score -3210280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3210314.750000 Penalty: 5123.094727
	Iteration 37Q: 3 clusters Score -3210315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3210331.750000 Penalty: 5123.094727
	Iteration 38Q: 3 clusters Score -3210332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3210351.500000 Penalty: 5123.094727
	Iteration 39Q: 3 clusters Score -3210352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3210364.500000 Penalty: 5123.094727
	Iteration 40F: 3 clusters Score -3210364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3210372.000000 Penalty: 5123.094727
	Iteration 41Q: 3 clusters Score -3210372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3210383.250000 Penalty: 5123.094727
	Iteration 42Q: 3 clusters Score -3210383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3210389.500000 Penalty: 5123.094727
	Iteration 43Q: 3 clusters Score -3210390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3210395.500000 Penalty: 5123.094727
	Iteration 44Q: 3 clusters Score -3210396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3210412.000000 Penalty: 5123.094727
	Iteration 45Q: 3 clusters Score -3210412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3210426.750000 Penalty: 5123.094727
	Iteration 46Q: 3 clusters Score -3210427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3210430.250000 Penalty: 5123.094727
	Iteration 47Q: 3 clusters Score -3210430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3210437.750000 Penalty: 5123.094727
	Iteration 48Q: 3 clusters Score -3210438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3210449.250000 Penalty: 5123.094727
	Iteration 49Q: 3 clusters Score -3210449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3210449.750000 Penalty: 5123.094727
	Iteration 50Q: 3 clusters Score -3210450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3210460.250000 Penalty: 5123.094727
	Iteration 51Q: 3 clusters Score -3210460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3210461.000000 Penalty: 5123.094727
	Iteration 52Q: 3 clusters Score -3210461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3210474.000000 Penalty: 5123.094727
	Iteration 53Q: 3 clusters Score -3210474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3210479.500000 Penalty: 5123.094727
	Iteration 54Q: 3 clusters Score -3210480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3210479.500000 Penalty: 5123.094727
	Iteration 55Q: 3 clusters Score -3210480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3210483.750000 Penalty: 5123.094727
	Iteration 56Q: 3 clusters Score -3210484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3210483.500000 Penalty: 5123.094727
	Iteration 57Q: 3 clusters Score -3210484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3210484.750000 Penalty: 5123.094727
	Iteration 58Q: 3 clusters Score -3210485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3210488.500000 Penalty: 5123.094727
	Iteration 59Q: 3 clusters Score -3210488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3210490.250000 Penalty: 5123.094727
	Iteration 60F: 3 clusters Score -3210490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3210494.750000 Penalty: 5123.094727
	Iteration 61Q: 3 clusters Score -3210495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3210495.250000 Penalty: 5123.094727
	Iteration 62Q: 3 clusters Score -3210495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3210498.250000 Penalty: 5123.094727
	Iteration 63Q: 3 clusters Score -3210498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3210498.500000 Penalty: 5123.094727
	Iteration 64Q: 3 clusters Score -3210498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3210501.000000 Penalty: 5123.094727
	Iteration 65Q: 3 clusters Score -3210501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3210498.750000 Penalty: 5123.094727
	Iteration 66Q: 3 clusters Score -3210499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3210499.000000 Penalty: 5123.094727
	Iteration 67Q: 3 clusters Score -3210499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3210498.500000 Penalty: 5123.094727
	Iteration 68Q: 3 clusters Score -3210498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3210501.750000 Penalty: 5123.094727
	Iteration 69Q: 3 clusters Score -3210502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3210500.000000 Penalty: 5123.094727
	Iteration 70Q: 3 clusters Score -3210500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3210499.000000 Penalty: 5123.094727
	Iteration 71Q: 3 clusters Score -3210499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3210512.500000 Penalty: 5123.094727
	Iteration 72Q: 3 clusters Score -3210512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3210512.500000 Penalty: 5123.094727
	Iteration 73Q: 3 clusters Score -3210512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3210516.250000 Penalty: 5123.094727
	Iteration 74Q: 3 clusters Score -3210516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3210519.500000 Penalty: 5123.094727
	Iteration 75Q: 3 clusters Score -3210520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3210522.000000 Penalty: 5123.094727
	Iteration 76Q: 3 clusters Score -3210522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3210522.250000 Penalty: 5123.094727
	Iteration 77Q: 3 clusters Score -3210522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3210523.250000 Penalty: 5123.094727
	Iteration 78Q: 3 clusters Score -3210523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3210527.000000 Penalty: 5123.094727
	Iteration 79Q: 3 clusters Score -3210527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3210526.500000 Penalty: 5123.094727
	Iteration 80F: 3 clusters Score -3210526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3210528.000000 Penalty: 5123.094727
	Iteration 81Q: 3 clusters Score -3210528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3210528.000000 Penalty: 5123.094727
	Iteration 82F: 3 clusters Score -3210528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Entering Unmasked Estep 
Score: -752833.500000 Penalty: 2205.128906
	Iteration 0F: 2 clusters Score -752833.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -746922.812500 Penalty: 4410.257812
	Iteration 0F: 3 clusters Score -746922.8 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -748478.937500 Penalty: 4410.257812
	Iteration 1F: 3 clusters Score -748478.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -748776.250000 Penalty: 4410.257812
	Iteration 2F: 3 clusters Score -748776.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -749026.000000 Penalty: 4410.257812
	Iteration 3F: 3 clusters Score -749026 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -749236.375000 Penalty: 4410.257812
	Iteration 4Q: 3 clusters Score -749236.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -749459.062500 Penalty: 4410.257812
	Iteration 5Q: 3 clusters Score -749459.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -749686.562500 Penalty: 4410.257812
	Iteration 6Q: 3 clusters Score -749686.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -749911.437500 Penalty: 4410.257812
	Iteration 7Q: 3 clusters Score -749911.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -750105.687500 Penalty: 4410.257812
	Iteration 8Q: 3 clusters Score -750105.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -750282.437500 Penalty: 4410.257812
	Iteration 9Q: 3 clusters Score -750282.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -750430.250000 Penalty: 4410.257812
	Iteration 10Q: 3 clusters Score -750430.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -750560.562500 Penalty: 4410.257812
	Iteration 11Q: 3 clusters Score -750560.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -750678.500000 Penalty: 4410.257812
	Iteration 12Q: 3 clusters Score -750678.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -750801.312500 Penalty: 4410.257812
	Iteration 13Q: 3 clusters Score -750801.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -750905.062500 Penalty: 4410.257812
	Iteration 14Q: 3 clusters Score -750905.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -750994.125000 Penalty: 4410.257812
	Iteration 15Q: 3 clusters Score -750994.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -751044.500000 Penalty: 4410.257812
	Iteration 16Q: 3 clusters Score -751044.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -751072.312500 Penalty: 4410.257812
	Iteration 17Q: 3 clusters Score -751072.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -751085.750000 Penalty: 4410.257812
	Iteration 18Q: 3 clusters Score -751085.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -751096.437500 Penalty: 4410.257812
	Iteration 19Q: 3 clusters Score -751096.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -751101.312500 Penalty: 4410.257812
	Iteration 20F: 3 clusters Score -751101.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -751106.437500 Penalty: 4410.257812
	Iteration 21Q: 3 clusters Score -751106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -751111.000000 Penalty: 4410.257812
	Iteration 22Q: 3 clusters Score -751111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -751115.375000 Penalty: 4410.257812
	Iteration 23Q: 3 clusters Score -751115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -751118.062500 Penalty: 4410.257812
	Iteration 24Q: 3 clusters Score -751118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -751120.937500 Penalty: 4410.257812
	Iteration 25Q: 3 clusters Score -751120.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -751125.125000 Penalty: 4410.257812
	Iteration 26Q: 3 clusters Score -751125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -751124.875000 Penalty: 4410.257812
	Iteration 27Q: 3 clusters Score -751124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -751128.125000 Penalty: 4410.257812
	Iteration 28Q: 3 clusters Score -751128.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -751128.250000 Penalty: 4410.257812
	Iteration 29Q: 3 clusters Score -751128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -751130.562500 Penalty: 4410.257812
	Iteration 30Q: 3 clusters Score -751130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -751133.312500 Penalty: 4410.257812
	Iteration 31Q: 3 clusters Score -751133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -751134.375000 Penalty: 4410.257812
	Iteration 32Q: 3 clusters Score -751134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -751135.375000 Penalty: 4410.257812
	Iteration 33Q: 3 clusters Score -751135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -751137.312500 Penalty: 4410.257812
	Iteration 34Q: 3 clusters Score -751137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -751137.625000 Penalty: 4410.257812
	Iteration 35Q: 3 clusters Score -751137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -751137.437500 Penalty: 4410.257812
	Iteration 36Q: 3 clusters Score -751137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -751138.437500 Penalty: 4410.257812
	Iteration 37Q: 3 clusters Score -751138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -751138.187500 Penalty: 4410.257812
	Iteration 38Q: 3 clusters Score -751138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -751138.187500 Penalty: 4410.257812
	Iteration 39F: 3 clusters Score -751138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Entering Unmasked Estep 
Score: -4520207.500000 Penalty: 2643.891357
	Iteration 0F: 2 clusters Score -4520208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4491391.500000 Penalty: 5287.782715
	Iteration 0F: 3 clusters Score -4491392 nChanged 19484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4502182.000000 Penalty: 5287.782715
	Iteration 1F: 3 clusters Score -4502182 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4502762.000000 Penalty: 5287.782715
	Iteration 2Q: 3 clusters Score -4502762 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4503357.000000 Penalty: 5287.782715
	Iteration 3Q: 3 clusters Score -4503357 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -4504115.500000 Penalty: 5287.782715
	Iteration 4Q: 3 clusters Score -4504116 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -4505214.500000 Penalty: 5287.782715
	Iteration 5Q: 3 clusters Score -4505214 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4506923.500000 Penalty: 5287.782715
	Iteration 6F: 3 clusters Score -4506924 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4509148.000000 Penalty: 5287.782715
	Iteration 7F: 3 clusters Score -4509148 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4511822.500000 Penalty: 5287.782715
	Iteration 8F: 3 clusters Score -4511822 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4514175.500000 Penalty: 5287.782715
	Iteration 9F: 3 clusters Score -4514176 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4515782.500000 Penalty: 5287.782715
	Iteration 10Q: 3 clusters Score -4515782 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4516781.000000 Penalty: 5287.782715
	Iteration 11Q: 3 clusters Score -4516781 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4517285.000000 Penalty: 5287.782715
	Iteration 12Q: 3 clusters Score -4517285 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4517530.500000 Penalty: 5287.782715
	Iteration 13Q: 3 clusters Score -4517530 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4517668.000000 Penalty: 5287.782715
	Iteration 14Q: 3 clusters Score -4517668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4517738.000000 Penalty: 5287.782715
	Iteration 15Q: 3 clusters Score -4517738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4517787.000000 Penalty: 5287.782715
	Iteration 16Q: 3 clusters Score -4517787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4517820.500000 Penalty: 5287.782715
	Iteration 17Q: 3 clusters Score -4517820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4517850.500000 Penalty: 5287.782715
	Iteration 18Q: 3 clusters Score -4517850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4517882.000000 Penalty: 5287.782715
	Iteration 19Q: 3 clusters Score -4517882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4517893.500000 Penalty: 5287.782715
	Iteration 20F: 3 clusters Score -4517894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4517901.500000 Penalty: 5287.782715
	Iteration 21Q: 3 clusters Score -4517902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4517905.500000 Penalty: 5287.782715
	Iteration 22Q: 3 clusters Score -4517906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4517912.500000 Penalty: 5287.782715
	Iteration 23Q: 3 clusters Score -4517912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4517911.500000 Penalty: 5287.782715
	Iteration 24Q: 3 clusters Score -4517912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4517909.500000 Penalty: 5287.782715
	Iteration 25Q: 3 clusters Score -4517910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4517910.500000 Penalty: 5287.782715
	Iteration 26Q: 3 clusters Score -4517910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4517911.500000 Penalty: 5287.782715
	Iteration 27Q: 3 clusters Score -4517912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4517911.500000 Penalty: 5287.782715
	Iteration 28F: 3 clusters Score -4517912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Entering Unmasked Estep 
Score: -648562.187500 Penalty: 2160.519775
	Iteration 0F: 2 clusters Score -648562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -643351.687500 Penalty: 4321.039551
	Iteration 0F: 3 clusters Score -643351.7 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -644657.437500 Penalty: 4321.039551
	Iteration 1F: 3 clusters Score -644657.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -644868.687500 Penalty: 4321.039551
	Iteration 2F: 3 clusters Score -644868.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -644983.812500 Penalty: 4321.039551
	Iteration 3Q: 3 clusters Score -644983.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -645070.875000 Penalty: 4321.039551
	Iteration 4Q: 3 clusters Score -645070.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -645158.125000 Penalty: 4321.039551
	Iteration 5Q: 3 clusters Score -645158.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -645242.250000 Penalty: 4321.039551
	Iteration 6Q: 3 clusters Score -645242.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -645305.437500 Penalty: 4321.039551
	Iteration 7Q: 3 clusters Score -645305.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -645368.312500 Penalty: 4321.039551
	Iteration 8Q: 3 clusters Score -645368.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -645428.625000 Penalty: 4321.039551
	Iteration 9Q: 3 clusters Score -645428.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -645504.812500 Penalty: 4321.039551
	Iteration 10Q: 3 clusters Score -645504.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -645589.187500 Penalty: 4321.039551
	Iteration 11Q: 3 clusters Score -645589.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -645671.312500 Penalty: 4321.039551
	Iteration 12Q: 3 clusters Score -645671.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -645748.250000 Penalty: 4321.039551
	Iteration 13Q: 3 clusters Score -645748.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -645827.062500 Penalty: 4321.039551
	Iteration 14Q: 3 clusters Score -645827.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -645913.500000 Penalty: 4321.039551
	Iteration 15Q: 3 clusters Score -645913.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -645992.500000 Penalty: 4321.039551
	Iteration 16Q: 3 clusters Score -645992.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -646084.562500 Penalty: 4321.039551
	Iteration 17Q: 3 clusters Score -646084.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -646162.500000 Penalty: 4321.039551
	Iteration 18Q: 3 clusters Score -646162.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -646237.375000 Penalty: 4321.039551
	Iteration 19Q: 3 clusters Score -646237.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -646314.937500 Penalty: 4321.039551
	Iteration 20F: 3 clusters Score -646314.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -646407.875000 Penalty: 4321.039551
	Iteration 21Q: 3 clusters Score -646407.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -646503.562500 Penalty: 4321.039551
	Iteration 22Q: 3 clusters Score -646503.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -646607.937500 Penalty: 4321.039551
	Iteration 23Q: 3 clusters Score -646607.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -646688.625000 Penalty: 4321.039551
	Iteration 24Q: 3 clusters Score -646688.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -646761.562500 Penalty: 4321.039551
	Iteration 25Q: 3 clusters Score -646761.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -646827.062500 Penalty: 4321.039551
	Iteration 26Q: 3 clusters Score -646827.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -646874.375000 Penalty: 4321.039551
	Iteration 27Q: 3 clusters Score -646874.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -646907.750000 Penalty: 4321.039551
	Iteration 28Q: 3 clusters Score -646907.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -646929.875000 Penalty: 4321.039551
	Iteration 29Q: 3 clusters Score -646929.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -646948.500000 Penalty: 4321.039551
	Iteration 30Q: 3 clusters Score -646948.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -646967.687500 Penalty: 4321.039551
	Iteration 31Q: 3 clusters Score -646967.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -646981.062500 Penalty: 4321.039551
	Iteration 32Q: 3 clusters Score -646981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -646994.000000 Penalty: 4321.039551
	Iteration 33Q: 3 clusters Score -646994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -647007.750000 Penalty: 4321.039551
	Iteration 34Q: 3 clusters Score -647007.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -647019.125000 Penalty: 4321.039551
	Iteration 35Q: 3 clusters Score -647019.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -647029.437500 Penalty: 4321.039551
	Iteration 36Q: 3 clusters Score -647029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -647037.562500 Penalty: 4321.039551
	Iteration 37Q: 3 clusters Score -647037.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -647046.375000 Penalty: 4321.039551
	Iteration 38Q: 3 clusters Score -647046.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -647051.500000 Penalty: 4321.039551
	Iteration 39Q: 3 clusters Score -647051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -647053.562500 Penalty: 4321.039551
	Iteration 40F: 3 clusters Score -647053.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -647056.625000 Penalty: 4321.039551
	Iteration 41Q: 3 clusters Score -647056.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -647057.375000 Penalty: 4321.039551
	Iteration 42Q: 3 clusters Score -647057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -647059.687500 Penalty: 4321.039551
	Iteration 43Q: 3 clusters Score -647059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -647065.187500 Penalty: 4321.039551
	Iteration 44Q: 3 clusters Score -647065.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -647069.187500 Penalty: 4321.039551
	Iteration 45Q: 3 clusters Score -647069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -647071.937500 Penalty: 4321.039551
	Iteration 46Q: 3 clusters Score -647071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -647074.000000 Penalty: 4321.039551
	Iteration 47Q: 3 clusters Score -647074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -647075.750000 Penalty: 4321.039551
	Iteration 48Q: 3 clusters Score -647075.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -647075.750000 Penalty: 4321.039551
	Iteration 49F: 3 clusters Score -647075.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -70009.273438 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -70009.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68326.062500 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -68326.06 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -68704.140625 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -68704.14 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69152.140625 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -69152.14 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -69347.843750 Penalty: 3297.253418
	Iteration 3F: 3 clusters Score -69347.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -69544.929688 Penalty: 3297.253418
	Iteration 4F: 3 clusters Score -69544.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -69682.125000 Penalty: 3297.253418
	Iteration 5F: 3 clusters Score -69682.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69798.648438 Penalty: 3297.253418
	Iteration 6F: 3 clusters Score -69798.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -69914.179688 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -69914.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -69959.843750 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -69959.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -69986.109375 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -69986.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -70005.812500 Penalty: 3297.253418
	Iteration 10Q: 3 clusters Score -70005.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -70016.335938 Penalty: 3297.253418
	Iteration 11Q: 3 clusters Score -70016.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -70016.335938 Penalty: 3297.253418
	Iteration 12F: 3 clusters Score -70016.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 201828 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 25385 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 21803 members 
Mstep: Class 19 contains 207793 members 
Mstep: Class 21 contains 29182 members 
Mstep: Class 22 contains 95543 members 
Entering Unmasked Estep 
Score: -70055584.000000 Penalty: 56631.796875
Splitting cluster 15 changes total score from -70054152.000000 to -70055584.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (1191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Entering Unmasked Estep 
Score: -116982.312500 Penalty: 1756.472046
	Iteration 0F: 2 clusters Score -116982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -114919.117188 Penalty: 3512.944092
	Iteration 0F: 3 clusters Score -114919.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -115223.757812 Penalty: 3512.944092
	Iteration 1F: 3 clusters Score -115223.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115277.382812 Penalty: 3512.944092
	Iteration 2Q: 3 clusters Score -115277.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -115309.382812 Penalty: 3512.944092
	Iteration 3Q: 3 clusters Score -115309.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -115326.875000 Penalty: 3512.944092
	Iteration 4Q: 3 clusters Score -115326.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -115337.390625 Penalty: 3512.944092
	Iteration 5Q: 3 clusters Score -115337.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -115346.203125 Penalty: 3512.944092
	Iteration 6Q: 3 clusters Score -115346.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -115354.906250 Penalty: 3512.944092
	Iteration 7Q: 3 clusters Score -115354.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -115359.398438 Penalty: 3512.944092
	Iteration 8Q: 3 clusters Score -115359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -115364.929688 Penalty: 3512.944092
	Iteration 9Q: 3 clusters Score -115364.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -115373.476562 Penalty: 3512.944092
	Iteration 10Q: 3 clusters Score -115373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115379.265625 Penalty: 3512.944092
	Iteration 11Q: 3 clusters Score -115379.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115383.125000 Penalty: 3512.944092
	Iteration 12Q: 3 clusters Score -115383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -115388.007812 Penalty: 3512.944092
	Iteration 13Q: 3 clusters Score -115388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -115394.960938 Penalty: 3512.944092
	Iteration 14Q: 3 clusters Score -115395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -115397.804688 Penalty: 3512.944092
	Iteration 15Q: 3 clusters Score -115397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -115400.898438 Penalty: 3512.944092
	Iteration 16Q: 3 clusters Score -115400.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -115405.687500 Penalty: 3512.944092
	Iteration 17Q: 3 clusters Score -115405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115408.156250 Penalty: 3512.944092
	Iteration 18Q: 3 clusters Score -115408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -115409.726562 Penalty: 3512.944092
	Iteration 19Q: 3 clusters Score -115409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -115411.976562 Penalty: 3512.944092
	Iteration 20F: 3 clusters Score -115412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115413.328125 Penalty: 3512.944092
	Iteration 21Q: 3 clusters Score -115413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115413.328125 Penalty: 3512.944092
	Iteration 22F: 3 clusters Score -115413.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Entering Unmasked Estep 
Score: -2334380.500000 Penalty: 2477.471191
	Iteration 0F: 2 clusters Score -2334380 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 10930 members 
Entering Unmasked Estep 
Score: -2318964.000000 Penalty: 4954.942383
	Iteration 0F: 3 clusters Score -2318964 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2324331.750000 Penalty: 4954.942383
	Iteration 1F: 3 clusters Score -2324332 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2324895.000000 Penalty: 4954.942383
	Iteration 2F: 3 clusters Score -2324895 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2325516.500000 Penalty: 4954.942383
	Iteration 3F: 3 clusters Score -2325516 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2326278.500000 Penalty: 4954.942383
	Iteration 4F: 3 clusters Score -2326278 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2327239.750000 Penalty: 4954.942383
	Iteration 5F: 3 clusters Score -2327240 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2328415.250000 Penalty: 4954.942383
	Iteration 6F: 3 clusters Score -2328415 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2329507.250000 Penalty: 4954.942383
	Iteration 7F: 3 clusters Score -2329507 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2330286.250000 Penalty: 4954.942383
	Iteration 8Q: 3 clusters Score -2330286 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2330682.000000 Penalty: 4954.942383
	Iteration 9Q: 3 clusters Score -2330682 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2330895.500000 Penalty: 4954.942383
	Iteration 10Q: 3 clusters Score -2330896 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2331044.750000 Penalty: 4954.942383
	Iteration 11Q: 3 clusters Score -2331045 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2331170.750000 Penalty: 4954.942383
	Iteration 12Q: 3 clusters Score -2331171 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2331257.000000 Penalty: 4954.942383
	Iteration 13Q: 3 clusters Score -2331257 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2331326.500000 Penalty: 4954.942383
	Iteration 14Q: 3 clusters Score -2331326 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2331389.750000 Penalty: 4954.942383
	Iteration 15Q: 3 clusters Score -2331390 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2331468.000000 Penalty: 4954.942383
	Iteration 16Q: 3 clusters Score -2331468 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2331538.500000 Penalty: 4954.942383
	Iteration 17Q: 3 clusters Score -2331538 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2331597.250000 Penalty: 4954.942383
	Iteration 18Q: 3 clusters Score -2331597 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2331650.250000 Penalty: 4954.942383
	Iteration 19Q: 3 clusters Score -2331650 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2331694.500000 Penalty: 4954.942383
	Iteration 20F: 3 clusters Score -2331694 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2331743.500000 Penalty: 4954.942383
	Iteration 21Q: 3 clusters Score -2331744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2331793.750000 Penalty: 4954.942383
	Iteration 22Q: 3 clusters Score -2331794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2331830.750000 Penalty: 4954.942383
	Iteration 23Q: 3 clusters Score -2331831 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2331871.250000 Penalty: 4954.942383
	Iteration 24Q: 3 clusters Score -2331871 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2331909.250000 Penalty: 4954.942383
	Iteration 25Q: 3 clusters Score -2331909 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2331947.750000 Penalty: 4954.942383
	Iteration 26Q: 3 clusters Score -2331948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2331974.000000 Penalty: 4954.942383
	Iteration 27Q: 3 clusters Score -2331974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2331999.750000 Penalty: 4954.942383
	Iteration 28Q: 3 clusters Score -2332000 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2332031.250000 Penalty: 4954.942383
	Iteration 29Q: 3 clusters Score -2332031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2332051.250000 Penalty: 4954.942383
	Iteration 30Q: 3 clusters Score -2332051 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2332079.750000 Penalty: 4954.942383
	Iteration 31Q: 3 clusters Score -2332080 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2332104.500000 Penalty: 4954.942383
	Iteration 32Q: 3 clusters Score -2332104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2332137.250000 Penalty: 4954.942383
	Iteration 33Q: 3 clusters Score -2332137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2332155.500000 Penalty: 4954.942383
	Iteration 34Q: 3 clusters Score -2332156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2332169.250000 Penalty: 4954.942383
	Iteration 35Q: 3 clusters Score -2332169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2332190.000000 Penalty: 4954.942383
	Iteration 36Q: 3 clusters Score -2332190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2332199.500000 Penalty: 4954.942383
	Iteration 37Q: 3 clusters Score -2332200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2332216.250000 Penalty: 4954.942383
	Iteration 38Q: 3 clusters Score -2332216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2332223.500000 Penalty: 4954.942383
	Iteration 39Q: 3 clusters Score -2332224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2332231.000000 Penalty: 4954.942383
	Iteration 40F: 3 clusters Score -2332231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2332241.750000 Penalty: 4954.942383
	Iteration 41Q: 3 clusters Score -2332242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2332237.500000 Penalty: 4954.942383
	Iteration 42Q: 3 clusters Score -2332238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2332244.750000 Penalty: 4954.942383
	Iteration 43Q: 3 clusters Score -2332245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2332248.750000 Penalty: 4954.942383
	Iteration 44Q: 3 clusters Score -2332249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2332250.500000 Penalty: 4954.942383
	Iteration 45Q: 3 clusters Score -2332250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2332249.250000 Penalty: 4954.942383
	Iteration 46Q: 3 clusters Score -2332249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2332253.500000 Penalty: 4954.942383
	Iteration 47Q: 3 clusters Score -2332254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2332259.000000 Penalty: 4954.942383
	Iteration 48Q: 3 clusters Score -2332259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2332258.750000 Penalty: 4954.942383
	Iteration 49Q: 3 clusters Score -2332259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2332260.500000 Penalty: 4954.942383
	Iteration 50Q: 3 clusters Score -2332260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2332262.250000 Penalty: 4954.942383
	Iteration 51Q: 3 clusters Score -2332262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2332261.000000 Penalty: 4954.942383
	Iteration 52Q: 3 clusters Score -2332261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -2332266.000000 Penalty: 4954.942383
	Iteration 53Q: 3 clusters Score -2332266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2332267.500000 Penalty: 4954.942383
	Iteration 54Q: 3 clusters Score -2332268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2332268.750000 Penalty: 4954.942383
	Iteration 55Q: 3 clusters Score -2332269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2332270.500000 Penalty: 4954.942383
	Iteration 56Q: 3 clusters Score -2332270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2332272.250000 Penalty: 4954.942383
	Iteration 57Q: 3 clusters Score -2332272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2332274.750000 Penalty: 4954.942383
	Iteration 58Q: 3 clusters Score -2332275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2332275.500000 Penalty: 4954.942383
	Iteration 59Q: 3 clusters Score -2332276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2332282.500000 Penalty: 4954.942383
	Iteration 60F: 3 clusters Score -2332282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2332282.750000 Penalty: 4954.942383
	Iteration 61Q: 3 clusters Score -2332283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2332283.000000 Penalty: 4954.942383
	Iteration 62Q: 3 clusters Score -2332283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2332280.000000 Penalty: 4954.942383
	Iteration 63Q: 3 clusters Score -2332280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2332280.000000 Penalty: 4954.942383
	Iteration 64F: 3 clusters Score -2332280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (207793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207793 members 
Entering Unmasked Estep 
Score: -21770058.000000 Penalty: 3036.585938
	Iteration 0F: 2 clusters Score -2.177006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103719 members 
Mstep: Class 2 contains 104074 members 
Entering Unmasked Estep 
Score: -21636816.000000 Penalty: 6073.171875
	Iteration 0F: 3 clusters Score -2.163682e+07 nChanged 99653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99482 members 
Mstep: Class 2 contains 108311 members 
Entering Unmasked Estep 
Score: -21694750.000000 Penalty: 6073.171875
	Iteration 1F: 3 clusters Score -2.169475e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -21695820.000000 Penalty: 6073.171875
	Iteration 2Q: 3 clusters Score -2.169582e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -21697268.000000 Penalty: 6073.171875
	Iteration 3Q: 3 clusters Score -2.169727e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88506 members 
Mstep: Class 2 contains 119287 members 
Entering Unmasked Estep 
Score: -21699006.000000 Penalty: 6073.171875
	Iteration 4Q: 3 clusters Score -2.169901e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 126546 members 
Entering Unmasked Estep 
Score: -21701958.000000 Penalty: 6073.171875
	Iteration 5Q: 3 clusters Score -2.170196e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 136382 members 
Entering Unmasked Estep 
Score: -21706924.000000 Penalty: 6073.171875
	Iteration 6F: 3 clusters Score -2.170692e+07 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 148376 members 
Entering Unmasked Estep 
Score: -21714382.000000 Penalty: 6073.171875
	Iteration 7F: 3 clusters Score -2.171438e+07 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 161524 members 
Entering Unmasked Estep 
Score: -21724676.000000 Penalty: 6073.171875
	Iteration 8F: 3 clusters Score -2.172468e+07 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 173927 members 
Entering Unmasked Estep 
Score: -21735824.000000 Penalty: 6073.171875
	Iteration 9F: 3 clusters Score -2.173582e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 183437 members 
Entering Unmasked Estep 
Score: -21745524.000000 Penalty: 6073.171875
	Iteration 10Q: 3 clusters Score -2.174552e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 189866 members 
Entering Unmasked Estep 
Score: -21752722.000000 Penalty: 6073.171875
	Iteration 11Q: 3 clusters Score -2.175272e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 194090 members 
Entering Unmasked Estep 
Score: -21757242.000000 Penalty: 6073.171875
	Iteration 12Q: 3 clusters Score -2.175724e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 196927 members 
Entering Unmasked Estep 
Score: -21760172.000000 Penalty: 6073.171875
	Iteration 13Q: 3 clusters Score -2.176017e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 199098 members 
Entering Unmasked Estep 
Score: -21762300.000000 Penalty: 6073.171875
	Iteration 14Q: 3 clusters Score -2.17623e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 200848 members 
Entering Unmasked Estep 
Score: -21763352.000000 Penalty: 6073.171875
	Iteration 15Q: 3 clusters Score -2.176335e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 202226 members 
Entering Unmasked Estep 
Score: -21764188.000000 Penalty: 6073.171875
	Iteration 16Q: 3 clusters Score -2.176419e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 203316 members 
Entering Unmasked Estep 
Score: -21764842.000000 Penalty: 6073.171875
	Iteration 17Q: 3 clusters Score -2.176484e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -21765336.000000 Penalty: 6073.171875
	Iteration 18Q: 3 clusters Score -2.176534e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 204885 members 
Entering Unmasked Estep 
Score: -21765722.000000 Penalty: 6073.171875
	Iteration 19Q: 3 clusters Score -2.176572e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 205438 members 
Entering Unmasked Estep 
Score: -21766136.000000 Penalty: 6073.171875
	Iteration 20F: 3 clusters Score -2.176614e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 205872 members 
Entering Unmasked Estep 
Score: -21766424.000000 Penalty: 6073.171875
	Iteration 21Q: 3 clusters Score -2.176642e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 206210 members 
Entering Unmasked Estep 
Score: -21766614.000000 Penalty: 6073.171875
	Iteration 22Q: 3 clusters Score -2.176661e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 206467 members 
Entering Unmasked Estep 
Score: -21766810.000000 Penalty: 6073.171875
	Iteration 23Q: 3 clusters Score -2.176681e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 206646 members 
Entering Unmasked Estep 
Score: -21766930.000000 Penalty: 6073.171875
	Iteration 24Q: 3 clusters Score -2.176693e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 206771 members 
Entering Unmasked Estep 
Score: -21767026.000000 Penalty: 6073.171875
	Iteration 25Q: 3 clusters Score -2.176703e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 206869 members 
Entering Unmasked Estep 
Score: -21767122.000000 Penalty: 6073.171875
	Iteration 26Q: 3 clusters Score -2.176712e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 206945 members 
Entering Unmasked Estep 
Score: -21767162.000000 Penalty: 6073.171875
	Iteration 27Q: 3 clusters Score -2.176716e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 207008 members 
Entering Unmasked Estep 
Score: -21767242.000000 Penalty: 6073.171875
	Iteration 28Q: 3 clusters Score -2.176724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 207040 members 
Entering Unmasked Estep 
Score: -21767296.000000 Penalty: 6073.171875
	Iteration 29Q: 3 clusters Score -2.17673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 207065 members 
Entering Unmasked Estep 
Score: -21767296.000000 Penalty: 6073.171875
	Iteration 30Q: 3 clusters Score -2.17673e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 207092 members 
Entering Unmasked Estep 
Score: -21767358.000000 Penalty: 6073.171875
	Iteration 31Q: 3 clusters Score -2.176736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 207109 members 
Entering Unmasked Estep 
Score: -21767356.000000 Penalty: 6073.171875
	Iteration 32Q: 3 clusters Score -2.176736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 207122 members 
Entering Unmasked Estep 
Score: -21767364.000000 Penalty: 6073.171875
	Iteration 33Q: 3 clusters Score -2.176736e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 207137 members 
Entering Unmasked Estep 
Score: -21767388.000000 Penalty: 6073.171875
	Iteration 34Q: 3 clusters Score -2.176739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 207142 members 
Entering Unmasked Estep 
Score: -21767406.000000 Penalty: 6073.171875
	Iteration 35Q: 3 clusters Score -2.176741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 207151 members 
Entering Unmasked Estep 
Score: -21767414.000000 Penalty: 6073.171875
	Iteration 36Q: 3 clusters Score -2.176741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 207157 members 
Entering Unmasked Estep 
Score: -21767422.000000 Penalty: 6073.171875
	Iteration 37Q: 3 clusters Score -2.176742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 207165 members 
Entering Unmasked Estep 
Score: -21767406.000000 Penalty: 6073.171875
	Iteration 38Q: 3 clusters Score -2.176741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 207174 members 
Entering Unmasked Estep 
Score: -21767420.000000 Penalty: 6073.171875
	Iteration 39Q: 3 clusters Score -2.176742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 207178 members 
Entering Unmasked Estep 
Score: -21767418.000000 Penalty: 6073.171875
	Iteration 40F: 3 clusters Score -2.176742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 207183 members 
Entering Unmasked Estep 
Score: -21767402.000000 Penalty: 6073.171875
	Iteration 41Q: 3 clusters Score -2.17674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 207187 members 
Entering Unmasked Estep 
Score: -21767408.000000 Penalty: 6073.171875
	Iteration 42Q: 3 clusters Score -2.176741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 207189 members 
Entering Unmasked Estep 
Score: -21767406.000000 Penalty: 6073.171875
	Iteration 43Q: 3 clusters Score -2.176741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 207189 members 
Entering Unmasked Estep 
Score: -21767406.000000 Penalty: 6073.171875
	Iteration 44F: 3 clusters Score -2.176741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Entering Unmasked Estep 
Score: -2954685.000000 Penalty: 2549.764160
	Iteration 0F: 2 clusters Score -2954685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2934703.500000 Penalty: 5099.528320
	Iteration 0F: 3 clusters Score -2934704 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2941740.000000 Penalty: 5099.528320
	Iteration 1F: 3 clusters Score -2941740 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2942158.000000 Penalty: 5099.528320
	Iteration 2Q: 3 clusters Score -2942158 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2942541.500000 Penalty: 5099.528320
	Iteration 3Q: 3 clusters Score -2942542 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2942883.750000 Penalty: 5099.528320
	Iteration 4Q: 3 clusters Score -2942884 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2943228.500000 Penalty: 5099.528320
	Iteration 5Q: 3 clusters Score -2943228 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2943606.750000 Penalty: 5099.528320
	Iteration 6Q: 3 clusters Score -2943607 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2943987.750000 Penalty: 5099.528320
	Iteration 7Q: 3 clusters Score -2943988 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2944487.000000 Penalty: 5099.528320
	Iteration 8Q: 3 clusters Score -2944487 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2945178.500000 Penalty: 5099.528320
	Iteration 9Q: 3 clusters Score -2945178 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2946172.750000 Penalty: 5099.528320
	Iteration 10F: 3 clusters Score -2946173 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2947500.250000 Penalty: 5099.528320
	Iteration 11F: 3 clusters Score -2947500 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2949071.000000 Penalty: 5099.528320
	Iteration 12F: 3 clusters Score -2949071 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2950509.000000 Penalty: 5099.528320
	Iteration 13F: 3 clusters Score -2950509 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2951443.750000 Penalty: 5099.528320
	Iteration 14Q: 3 clusters Score -2951444 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2951961.250000 Penalty: 5099.528320
	Iteration 15Q: 3 clusters Score -2951961 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2952206.250000 Penalty: 5099.528320
	Iteration 16Q: 3 clusters Score -2952206 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2952326.500000 Penalty: 5099.528320
	Iteration 17Q: 3 clusters Score -2952326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2952383.000000 Penalty: 5099.528320
	Iteration 18Q: 3 clusters Score -2952383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2952431.000000 Penalty: 5099.528320
	Iteration 19Q: 3 clusters Score -2952431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2952438.250000 Penalty: 5099.528320
	Iteration 20F: 3 clusters Score -2952438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2952458.250000 Penalty: 5099.528320
	Iteration 21Q: 3 clusters Score -2952458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2952468.000000 Penalty: 5099.528320
	Iteration 22Q: 3 clusters Score -2952468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2952474.250000 Penalty: 5099.528320
	Iteration 23Q: 3 clusters Score -2952474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2952477.250000 Penalty: 5099.528320
	Iteration 24Q: 3 clusters Score -2952477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2952481.000000 Penalty: 5099.528320
	Iteration 25Q: 3 clusters Score -2952481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2952481.000000 Penalty: 5099.528320
	Iteration 26Q: 3 clusters Score -2952481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2952482.500000 Penalty: 5099.528320
	Iteration 27Q: 3 clusters Score -2952482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2952484.000000 Penalty: 5099.528320
	Iteration 28Q: 3 clusters Score -2952484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2952487.500000 Penalty: 5099.528320
	Iteration 29Q: 3 clusters Score -2952488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2952496.750000 Penalty: 5099.528320
	Iteration 30Q: 3 clusters Score -2952497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2952502.000000 Penalty: 5099.528320
	Iteration 31Q: 3 clusters Score -2952502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2952502.750000 Penalty: 5099.528320
	Iteration 32Q: 3 clusters Score -2952503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2952502.750000 Penalty: 5099.528320
	Iteration 33F: 3 clusters Score -2952503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Entering Unmasked Estep 
Score: -10042869.000000 Penalty: 2843.898193
	Iteration 0F: 2 clusters Score -1.004287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -9979175.000000 Penalty: 5687.796387
	Iteration 0F: 3 clusters Score -9979175 nChanged 45235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -10005046.000000 Penalty: 5687.796387
	Iteration 1F: 3 clusters Score -1.000505e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -10006138.000000 Penalty: 5687.796387
	Iteration 2Q: 3 clusters Score -1.000614e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 52061 members 
Entering Unmasked Estep 
Score: -10007582.000000 Penalty: 5687.796387
	Iteration 3Q: 3 clusters Score -1.000758e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -10009620.000000 Penalty: 5687.796387
	Iteration 4Q: 3 clusters Score -1.000962e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -10012661.000000 Penalty: 5687.796387
	Iteration 5F: 3 clusters Score -1.001266e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -10017113.000000 Penalty: 5687.796387
	Iteration 6F: 3 clusters Score -1.001711e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -10022589.000000 Penalty: 5687.796387
	Iteration 7F: 3 clusters Score -1.002259e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 69977 members 
Entering Unmasked Estep 
Score: -10027894.000000 Penalty: 5687.796387
	Iteration 8F: 3 clusters Score -1.002789e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -10031894.000000 Penalty: 5687.796387
	Iteration 9F: 3 clusters Score -1.003189e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -10034126.000000 Penalty: 5687.796387
	Iteration 10Q: 3 clusters Score -1.003413e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -10035491.000000 Penalty: 5687.796387
	Iteration 11Q: 3 clusters Score -1.003549e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -10036401.000000 Penalty: 5687.796387
	Iteration 12Q: 3 clusters Score -1.00364e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -10037281.000000 Penalty: 5687.796387
	Iteration 13Q: 3 clusters Score -1.003728e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -10038095.000000 Penalty: 5687.796387
	Iteration 14Q: 3 clusters Score -1.00381e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -10038775.000000 Penalty: 5687.796387
	Iteration 15Q: 3 clusters Score -1.003878e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -10039223.000000 Penalty: 5687.796387
	Iteration 16Q: 3 clusters Score -1.003922e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -10039530.000000 Penalty: 5687.796387
	Iteration 17Q: 3 clusters Score -1.003953e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -10039735.000000 Penalty: 5687.796387
	Iteration 18Q: 3 clusters Score -1.003974e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -10039845.000000 Penalty: 5687.796387
	Iteration 19Q: 3 clusters Score -1.003984e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -10039939.000000 Penalty: 5687.796387
	Iteration 20F: 3 clusters Score -1.003994e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -10040000.000000 Penalty: 5687.796387
	Iteration 21Q: 3 clusters Score -1.004e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10040058.000000 Penalty: 5687.796387
	Iteration 22Q: 3 clusters Score -1.004006e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -10040104.000000 Penalty: 5687.796387
	Iteration 23Q: 3 clusters Score -1.00401e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -10040127.000000 Penalty: 5687.796387
	Iteration 24Q: 3 clusters Score -1.004013e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -10040133.000000 Penalty: 5687.796387
	Iteration 25Q: 3 clusters Score -1.004013e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -10040175.000000 Penalty: 5687.796387
	Iteration 26Q: 3 clusters Score -1.004018e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 79955 members 
Entering Unmasked Estep 
Score: -10040186.000000 Penalty: 5687.796387
	Iteration 27Q: 3 clusters Score -1.004019e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -10040174.000000 Penalty: 5687.796387
	Iteration 28Q: 3 clusters Score -1.004017e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 79801 members 
Entering Unmasked Estep 
Score: -10040188.000000 Penalty: 5687.796387
	Iteration 29Q: 3 clusters Score -1.004019e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -10040180.000000 Penalty: 5687.796387
	Iteration 30Q: 3 clusters Score -1.004018e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 79662 members 
Entering Unmasked Estep 
Score: -10040189.000000 Penalty: 5687.796387
	Iteration 31Q: 3 clusters Score -1.004019e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -10040185.000000 Penalty: 5687.796387
	Iteration 32Q: 3 clusters Score -1.004018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -10040191.000000 Penalty: 5687.796387
	Iteration 33Q: 3 clusters Score -1.004019e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -10040190.000000 Penalty: 5687.796387
	Iteration 34Q: 3 clusters Score -1.004019e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -10040192.000000 Penalty: 5687.796387
	Iteration 35Q: 3 clusters Score -1.004019e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -10040183.000000 Penalty: 5687.796387
	Iteration 36Q: 3 clusters Score -1.004018e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 79209 members 
Entering Unmasked Estep 
Score: -10040179.000000 Penalty: 5687.796387
	Iteration 37Q: 3 clusters Score -1.004018e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -10040184.000000 Penalty: 5687.796387
	Iteration 38Q: 3 clusters Score -1.004018e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -10040172.000000 Penalty: 5687.796387
	Iteration 39Q: 3 clusters Score -1.004017e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -10040163.000000 Penalty: 5687.796387
	Iteration 40F: 3 clusters Score -1.004016e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -10040163.000000 Penalty: 5687.796387
	Iteration 41Q: 3 clusters Score -1.004016e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 78857 members 
Entering Unmasked Estep 
Score: -10040151.000000 Penalty: 5687.796387
	Iteration 42Q: 3 clusters Score -1.004015e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -10040162.000000 Penalty: 5687.796387
	Iteration 43Q: 3 clusters Score -1.004016e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 78706 members 
Entering Unmasked Estep 
Score: -10040167.000000 Penalty: 5687.796387
	Iteration 44Q: 3 clusters Score -1.004017e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -10040157.000000 Penalty: 5687.796387
	Iteration 45Q: 3 clusters Score -1.004016e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -10040150.000000 Penalty: 5687.796387
	Iteration 46Q: 3 clusters Score -1.004015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -10040162.000000 Penalty: 5687.796387
	Iteration 47Q: 3 clusters Score -1.004016e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -10040197.000000 Penalty: 5687.796387
	Iteration 48Q: 3 clusters Score -1.00402e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -10040194.000000 Penalty: 5687.796387
	Iteration 49Q: 3 clusters Score -1.004019e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -10040199.000000 Penalty: 5687.796387
	Iteration 50Q: 3 clusters Score -1.00402e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -10040198.000000 Penalty: 5687.796387
	Iteration 51Q: 3 clusters Score -1.00402e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -10040183.000000 Penalty: 5687.796387
	Iteration 52Q: 3 clusters Score -1.004018e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 78104 members 
Entering Unmasked Estep 
Score: -10040203.000000 Penalty: 5687.796387
	Iteration 53Q: 3 clusters Score -1.00402e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -10040190.000000 Penalty: 5687.796387
	Iteration 54Q: 3 clusters Score -1.004019e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -10040207.000000 Penalty: 5687.796387
	Iteration 55Q: 3 clusters Score -1.004021e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 77865 members 
Entering Unmasked Estep 
Score: -10040182.000000 Penalty: 5687.796387
	Iteration 56Q: 3 clusters Score -1.004018e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -10040195.000000 Penalty: 5687.796387
	Iteration 57Q: 3 clusters Score -1.00402e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -10040190.000000 Penalty: 5687.796387
	Iteration 58Q: 3 clusters Score -1.004019e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -10040207.000000 Penalty: 5687.796387
	Iteration 59Q: 3 clusters Score -1.004021e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 77526 members 
Entering Unmasked Estep 
Score: -10040228.000000 Penalty: 5687.796387
	Iteration 60F: 3 clusters Score -1.004023e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -10040238.000000 Penalty: 5687.796387
	Iteration 61Q: 3 clusters Score -1.004024e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -10040249.000000 Penalty: 5687.796387
	Iteration 62Q: 3 clusters Score -1.004025e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -10040251.000000 Penalty: 5687.796387
	Iteration 63Q: 3 clusters Score -1.004025e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 77190 members 
Entering Unmasked Estep 
Score: -10040258.000000 Penalty: 5687.796387
	Iteration 64Q: 3 clusters Score -1.004026e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -10040272.000000 Penalty: 5687.796387
	Iteration 65Q: 3 clusters Score -1.004027e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 77052 members 
Entering Unmasked Estep 
Score: -10040272.000000 Penalty: 5687.796387
	Iteration 66Q: 3 clusters Score -1.004027e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -10040298.000000 Penalty: 5687.796387
	Iteration 67Q: 3 clusters Score -1.00403e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -10040307.000000 Penalty: 5687.796387
	Iteration 68Q: 3 clusters Score -1.004031e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 76822 members 
Entering Unmasked Estep 
Score: -10040292.000000 Penalty: 5687.796387
	Iteration 69Q: 3 clusters Score -1.004029e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -10040301.000000 Penalty: 5687.796387
	Iteration 70Q: 3 clusters Score -1.00403e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 76672 members 
Entering Unmasked Estep 
Score: -10040300.000000 Penalty: 5687.796387
	Iteration 71Q: 3 clusters Score -1.00403e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -10040281.000000 Penalty: 5687.796387
	Iteration 72Q: 3 clusters Score -1.004028e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -10040271.000000 Penalty: 5687.796387
	Iteration 73Q: 3 clusters Score -1.004027e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 76428 members 
Entering Unmasked Estep 
Score: -10040303.000000 Penalty: 5687.796387
	Iteration 74Q: 3 clusters Score -1.00403e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -10040305.000000 Penalty: 5687.796387
	Iteration 75Q: 3 clusters Score -1.00403e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -10040293.000000 Penalty: 5687.796387
	Iteration 76Q: 3 clusters Score -1.004029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -10040286.000000 Penalty: 5687.796387
	Iteration 77Q: 3 clusters Score -1.004029e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -10040295.000000 Penalty: 5687.796387
	Iteration 78Q: 3 clusters Score -1.00403e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -10040304.000000 Penalty: 5687.796387
	Iteration 79Q: 3 clusters Score -1.00403e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -10040308.000000 Penalty: 5687.796387
	Iteration 80F: 3 clusters Score -1.004031e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -10040333.000000 Penalty: 5687.796387
	Iteration 81Q: 3 clusters Score -1.004033e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -10040334.000000 Penalty: 5687.796387
	Iteration 82Q: 3 clusters Score -1.004033e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 75790 members 
Entering Unmasked Estep 
Score: -10040330.000000 Penalty: 5687.796387
	Iteration 83Q: 3 clusters Score -1.004033e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -10040363.000000 Penalty: 5687.796387
	Iteration 84Q: 3 clusters Score -1.004036e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -10040377.000000 Penalty: 5687.796387
	Iteration 85Q: 3 clusters Score -1.004038e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -10040369.000000 Penalty: 5687.796387
	Iteration 86Q: 3 clusters Score -1.004037e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -10040364.000000 Penalty: 5687.796387
	Iteration 87Q: 3 clusters Score -1.004036e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -10040358.000000 Penalty: 5687.796387
	Iteration 88Q: 3 clusters Score -1.004036e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -10040349.000000 Penalty: 5687.796387
	Iteration 89Q: 3 clusters Score -1.004035e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -10040348.000000 Penalty: 5687.796387
	Iteration 90Q: 3 clusters Score -1.004035e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -10040350.000000 Penalty: 5687.796387
	Iteration 91Q: 3 clusters Score -1.004035e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 75208 members 
Entering Unmasked Estep 
Score: -10040371.000000 Penalty: 5687.796387
	Iteration 92Q: 3 clusters Score -1.004037e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -10040385.000000 Penalty: 5687.796387
	Iteration 93Q: 3 clusters Score -1.004038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -10040399.000000 Penalty: 5687.796387
	Iteration 94Q: 3 clusters Score -1.00404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -10040382.000000 Penalty: 5687.796387
	Iteration 95Q: 3 clusters Score -1.004038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -10040386.000000 Penalty: 5687.796387
	Iteration 96Q: 3 clusters Score -1.004039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -10040380.000000 Penalty: 5687.796387
	Iteration 97Q: 3 clusters Score -1.004038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -10040372.000000 Penalty: 5687.796387
	Iteration 98Q: 3 clusters Score -1.004037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 74985 members 
Entering Unmasked Estep 
Score: -10040375.000000 Penalty: 5687.796387
	Iteration 99Q: 3 clusters Score -1.004038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -10040374.000000 Penalty: 5687.796387
	Iteration 100F: 3 clusters Score -1.004037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -10040384.000000 Penalty: 5687.796387
	Iteration 101Q: 3 clusters Score -1.004038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -10040375.000000 Penalty: 5687.796387
	Iteration 102Q: 3 clusters Score -1.004038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -10040390.000000 Penalty: 5687.796387
	Iteration 103Q: 3 clusters Score -1.004039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -10040388.000000 Penalty: 5687.796387
	Iteration 104Q: 3 clusters Score -1.004039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 74875 members 
Entering Unmasked Estep 
Score: -10040391.000000 Penalty: 5687.796387
	Iteration 105Q: 3 clusters Score -1.004039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 74865 members 
Entering Unmasked Estep 
Score: -10040398.000000 Penalty: 5687.796387
	Iteration 106Q: 3 clusters Score -1.00404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 74854 members 
Entering Unmasked Estep 
Score: -10040406.000000 Penalty: 5687.796387
	Iteration 107Q: 3 clusters Score -1.004041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -10040410.000000 Penalty: 5687.796387
	Iteration 108Q: 3 clusters Score -1.004041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -10040398.000000 Penalty: 5687.796387
	Iteration 109Q: 3 clusters Score -1.00404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -10040401.000000 Penalty: 5687.796387
	Iteration 110Q: 3 clusters Score -1.00404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -10040398.000000 Penalty: 5687.796387
	Iteration 111Q: 3 clusters Score -1.00404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -10040399.000000 Penalty: 5687.796387
	Iteration 112Q: 3 clusters Score -1.00404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 74792 members 
Entering Unmasked Estep 
Score: -10040401.000000 Penalty: 5687.796387
	Iteration 113Q: 3 clusters Score -1.00404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -10040416.000000 Penalty: 5687.796387
	Iteration 114Q: 3 clusters Score -1.004042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 74776 members 
Entering Unmasked Estep 
Score: -10040413.000000 Penalty: 5687.796387
	Iteration 115Q: 3 clusters Score -1.004041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -10040413.000000 Penalty: 5687.796387
	Iteration 116Q: 3 clusters Score -1.004041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -10040403.000000 Penalty: 5687.796387
	Iteration 117Q: 3 clusters Score -1.00404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -10040409.000000 Penalty: 5687.796387
	Iteration 118Q: 3 clusters Score -1.004041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 74718 members 
Entering Unmasked Estep 
Score: -10040413.000000 Penalty: 5687.796387
	Iteration 119Q: 3 clusters Score -1.004041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 74697 members 
Entering Unmasked Estep 
Score: -10040394.000000 Penalty: 5687.796387
	Iteration 120F: 3 clusters Score -1.004039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -10040391.000000 Penalty: 5687.796387
	Iteration 121Q: 3 clusters Score -1.004039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 74666 members 
Entering Unmasked Estep 
Score: -10040386.000000 Penalty: 5687.796387
	Iteration 122Q: 3 clusters Score -1.004039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -10040395.000000 Penalty: 5687.796387
	Iteration 123Q: 3 clusters Score -1.00404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 74635 members 
Entering Unmasked Estep 
Score: -10040402.000000 Penalty: 5687.796387
	Iteration 124Q: 3 clusters Score -1.00404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -10040402.000000 Penalty: 5687.796387
	Iteration 125Q: 3 clusters Score -1.00404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -10040386.000000 Penalty: 5687.796387
	Iteration 126Q: 3 clusters Score -1.004039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -10040406.000000 Penalty: 5687.796387
	Iteration 127Q: 3 clusters Score -1.004041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -10040398.000000 Penalty: 5687.796387
	Iteration 128Q: 3 clusters Score -1.00404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -10040390.000000 Penalty: 5687.796387
	Iteration 129Q: 3 clusters Score -1.004039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -10040381.000000 Penalty: 5687.796387
	Iteration 130Q: 3 clusters Score -1.004038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -10040390.000000 Penalty: 5687.796387
	Iteration 131Q: 3 clusters Score -1.004039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -10040374.000000 Penalty: 5687.796387
	Iteration 132Q: 3 clusters Score -1.004037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -10040376.000000 Penalty: 5687.796387
	Iteration 133Q: 3 clusters Score -1.004038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -10040373.000000 Penalty: 5687.796387
	Iteration 134Q: 3 clusters Score -1.004037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -10040372.000000 Penalty: 5687.796387
	Iteration 135Q: 3 clusters Score -1.004037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -10040365.000000 Penalty: 5687.796387
	Iteration 136Q: 3 clusters Score -1.004036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -10040359.000000 Penalty: 5687.796387
	Iteration 137Q: 3 clusters Score -1.004036e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -10040359.000000 Penalty: 5687.796387
	Iteration 138Q: 3 clusters Score -1.004036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -10040354.000000 Penalty: 5687.796387
	Iteration 139Q: 3 clusters Score -1.004035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -10040366.000000 Penalty: 5687.796387
	Iteration 140F: 3 clusters Score -1.004037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -10040364.000000 Penalty: 5687.796387
	Iteration 141Q: 3 clusters Score -1.004036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 74325 members 
Entering Unmasked Estep 
Score: -10040356.000000 Penalty: 5687.796387
	Iteration 142Q: 3 clusters Score -1.004036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -10040363.000000 Penalty: 5687.796387
	Iteration 143Q: 3 clusters Score -1.004036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -10040363.000000 Penalty: 5687.796387
	Iteration 144Q: 3 clusters Score -1.004036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -10040357.000000 Penalty: 5687.796387
	Iteration 145Q: 3 clusters Score -1.004036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -10040361.000000 Penalty: 5687.796387
	Iteration 146Q: 3 clusters Score -1.004036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -10040362.000000 Penalty: 5687.796387
	Iteration 147Q: 3 clusters Score -1.004036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -10040365.000000 Penalty: 5687.796387
	Iteration 148Q: 3 clusters Score -1.004036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -10040352.000000 Penalty: 5687.796387
	Iteration 149Q: 3 clusters Score -1.004035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -10040353.000000 Penalty: 5687.796387
	Iteration 150Q: 3 clusters Score -1.004035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -10040348.000000 Penalty: 5687.796387
	Iteration 151Q: 3 clusters Score -1.004035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -10040349.000000 Penalty: 5687.796387
	Iteration 152Q: 3 clusters Score -1.004035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 74212 members 
Entering Unmasked Estep 
Score: -10040354.000000 Penalty: 5687.796387
	Iteration 153Q: 3 clusters Score -1.004035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 74208 members 
Entering Unmasked Estep 
Score: -10040350.000000 Penalty: 5687.796387
	Iteration 154Q: 3 clusters Score -1.004035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -10040358.000000 Penalty: 5687.796387
	Iteration 155Q: 3 clusters Score -1.004036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -10040359.000000 Penalty: 5687.796387
	Iteration 156Q: 3 clusters Score -1.004036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -10040359.000000 Penalty: 5687.796387
	Iteration 157Q: 3 clusters Score -1.004036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 74196 members 
Entering Unmasked Estep 
Score: -10040360.000000 Penalty: 5687.796387
	Iteration 158Q: 3 clusters Score -1.004036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 74194 members 
Entering Unmasked Estep 
Score: -10040355.000000 Penalty: 5687.796387
	Iteration 159Q: 3 clusters Score -1.004036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -10040359.000000 Penalty: 5687.796387
	Iteration 160F: 3 clusters Score -1.004036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -10040361.000000 Penalty: 5687.796387
	Iteration 161Q: 3 clusters Score -1.004036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -10040357.000000 Penalty: 5687.796387
	Iteration 162Q: 3 clusters Score -1.004036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -10040357.000000 Penalty: 5687.796387
	Iteration 163F: 3 clusters Score -1.004036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 201828 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 25385 members 
Mstep: Class 5 contains 5335 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 9 contains 7271 members 
Mstep: Class 11 contains 42653 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1191 members 
Mstep: Class 17 contains 21803 members 
Mstep: Class 19 contains 207793 members 
Mstep: Class 21 contains 29182 members 
Mstep: Class 22 contains 95543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055672.000000 Penalty: 56631.796875
Iteration 159Q: 18 clusters Score -7.005567e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 201830 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 25696 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 6 contains 30606 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 7216 members 
Mstep: Class 11 contains 42680 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 17 contains 21803 members 
Mstep: Class 19 contains 207552 members 
Mstep: Class 21 contains 29087 members 
Mstep: Class 22 contains 95514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055792.000000 Penalty: 56631.796875
Iteration 160F: 18 clusters Score -7.005579e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 201824 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 25904 members 
Mstep: Class 5 contains 5329 members 
Mstep: Class 6 contains 30601 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 11 contains 42706 members 
Mstep: Class 14 contains 6115 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1249 members 
Mstep: Class 17 contains 21796 members 
Mstep: Class 19 contains 207484 members 
Mstep: Class 21 contains 28985 members 
Mstep: Class 22 contains 95474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055616.000000 Penalty: 56631.796875
Iteration 161Q: 18 clusters Score -7.005562e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 201838 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 26064 members 
Mstep: Class 5 contains 5324 members 
Mstep: Class 6 contains 30599 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 7104 members 
Mstep: Class 11 contains 42726 members 
Mstep: Class 14 contains 6137 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1261 members 
Mstep: Class 17 contains 21794 members 
Mstep: Class 19 contains 207432 members 
Mstep: Class 21 contains 28907 members 
Mstep: Class 22 contains 95439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055696.000000 Penalty: 56631.796875
Iteration 162Q: 18 clusters Score -7.00557e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 201833 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 26193 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 6 contains 30597 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 11 contains 42744 members 
Mstep: Class 14 contains 6163 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 21785 members 
Mstep: Class 19 contains 207419 members 
Mstep: Class 21 contains 28856 members 
Mstep: Class 22 contains 95395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055704.000000 Penalty: 56631.796875
Iteration 163Q: 18 clusters Score -7.00557e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 201823 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 26342 members 
Mstep: Class 5 contains 5320 members 
Mstep: Class 6 contains 30598 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 11 contains 42760 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1272 members 
Mstep: Class 17 contains 21780 members 
Mstep: Class 19 contains 207383 members 
Mstep: Class 21 contains 28800 members 
Mstep: Class 22 contains 95350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055760.000000 Penalty: 56631.796875
Iteration 164Q: 18 clusters Score -7.005576e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 201832 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 26457 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 30596 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6943 members 
Mstep: Class 11 contains 42764 members 
Mstep: Class 14 contains 6206 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 21772 members 
Mstep: Class 19 contains 207384 members 
Mstep: Class 21 contains 28757 members 
Mstep: Class 22 contains 95294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055736.000000 Penalty: 56631.796875
Iteration 165Q: 18 clusters Score -7.005574e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 201828 members 
Mstep: Class 3 contains 1323 members 
Mstep: Class 4 contains 26564 members 
Mstep: Class 5 contains 5326 members 
Mstep: Class 6 contains 30598 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 11 contains 42775 members 
Mstep: Class 14 contains 6231 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 21764 members 
Mstep: Class 19 contains 207370 members 
Mstep: Class 21 contains 28722 members 
Mstep: Class 22 contains 95252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055792.000000 Penalty: 56631.796875
Iteration 166Q: 18 clusters Score -7.005579e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 201833 members 
Mstep: Class 3 contains 1324 members 
Mstep: Class 4 contains 26661 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 30595 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6852 members 
Mstep: Class 11 contains 42780 members 
Mstep: Class 14 contains 6252 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1277 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 207349 members 
Mstep: Class 21 contains 28693 members 
Mstep: Class 22 contains 95220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055712.000000 Penalty: 56631.796875
Iteration 167Q: 18 clusters Score -7.005571e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 201820 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 26748 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 30589 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6809 members 
Mstep: Class 11 contains 42792 members 
Mstep: Class 14 contains 6269 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 21757 members 
Mstep: Class 19 contains 207358 members 
Mstep: Class 21 contains 28661 members 
Mstep: Class 22 contains 95194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055680.000000 Penalty: 56631.796875
Iteration 168Q: 18 clusters Score -7.005568e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 201791 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 26823 members 
Mstep: Class 5 contains 5316 members 
Mstep: Class 6 contains 30588 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6780 members 
Mstep: Class 11 contains 42807 members 
Mstep: Class 14 contains 6288 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 21751 members 
Mstep: Class 19 contains 207391 members 
Mstep: Class 21 contains 28631 members 
Mstep: Class 22 contains 95150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055592.000000 Penalty: 56631.796875
Iteration 169Q: 18 clusters Score -7.005559e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 201775 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 26894 members 
Mstep: Class 5 contains 5307 members 
Mstep: Class 6 contains 30589 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 11 contains 42828 members 
Mstep: Class 14 contains 6308 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1291 members 
Mstep: Class 17 contains 21740 members 
Mstep: Class 19 contains 207409 members 
Mstep: Class 21 contains 28620 members 
Mstep: Class 22 contains 95103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055712.000000 Penalty: 56631.796875
Iteration 170Q: 18 clusters Score -7.005571e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 201743 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 26963 members 
Mstep: Class 5 contains 5304 members 
Mstep: Class 6 contains 30595 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 11 contains 42839 members 
Mstep: Class 14 contains 6326 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1296 members 
Mstep: Class 17 contains 21728 members 
Mstep: Class 19 contains 207428 members 
Mstep: Class 21 contains 28614 members 
Mstep: Class 22 contains 95055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055704.000000 Penalty: 56631.796875
Iteration 171Q: 18 clusters Score -7.00557e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 201712 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 30601 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6686 members 
Mstep: Class 11 contains 42851 members 
Mstep: Class 14 contains 6346 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 17 contains 21717 members 
Mstep: Class 19 contains 207453 members 
Mstep: Class 21 contains 28594 members 
Mstep: Class 22 contains 95023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055688.000000 Penalty: 56631.796875
Iteration 172Q: 18 clusters Score -7.005569e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 201669 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27059 members 
Mstep: Class 5 contains 5288 members 
Mstep: Class 6 contains 30602 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6666 members 
Mstep: Class 11 contains 42871 members 
Mstep: Class 14 contains 6364 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 17 contains 21716 members 
Mstep: Class 19 contains 207493 members 
Mstep: Class 21 contains 28588 members 
Mstep: Class 22 contains 94982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055808.000000 Penalty: 56631.796875
Iteration 173Q: 18 clusters Score -7.005581e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 201643 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27089 members 
Mstep: Class 5 contains 5281 members 
Mstep: Class 6 contains 30604 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6649 members 
Mstep: Class 11 contains 42881 members 
Mstep: Class 14 contains 6376 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1301 members 
Mstep: Class 17 contains 21718 members 
Mstep: Class 19 contains 207527 members 
Mstep: Class 21 contains 28588 members 
Mstep: Class 22 contains 94938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055856.000000 Penalty: 56631.796875
Iteration 174Q: 18 clusters Score -7.005586e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 201615 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27129 members 
Mstep: Class 5 contains 5272 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6634 members 
Mstep: Class 11 contains 42891 members 
Mstep: Class 14 contains 6390 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 21717 members 
Mstep: Class 19 contains 207572 members 
Mstep: Class 21 contains 28582 members 
Mstep: Class 22 contains 94881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055848.000000 Penalty: 56631.796875
Iteration 175Q: 18 clusters Score -7.005585e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 201584 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27150 members 
Mstep: Class 5 contains 5263 members 
Mstep: Class 6 contains 30598 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6630 members 
Mstep: Class 11 contains 42903 members 
Mstep: Class 14 contains 6400 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1304 members 
Mstep: Class 17 contains 21715 members 
Mstep: Class 19 contains 207630 members 
Mstep: Class 21 contains 28573 members 
Mstep: Class 22 contains 94834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055936.000000 Penalty: 56631.796875
Iteration 176Q: 18 clusters Score -7.005594e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 201554 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27173 members 
Mstep: Class 5 contains 5242 members 
Mstep: Class 6 contains 30595 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6623 members 
Mstep: Class 11 contains 42911 members 
Mstep: Class 14 contains 6415 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1307 members 
Mstep: Class 17 contains 21716 members 
Mstep: Class 19 contains 207700 members 
Mstep: Class 21 contains 28565 members 
Mstep: Class 22 contains 94773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055808.000000 Penalty: 56631.796875
Iteration 177Q: 18 clusters Score -7.005581e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 201533 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27196 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 30596 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6617 members 
Mstep: Class 11 contains 42920 members 
Mstep: Class 14 contains 6430 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 21710 members 
Mstep: Class 19 contains 207762 members 
Mstep: Class 21 contains 28559 members 
Mstep: Class 22 contains 94712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055848.000000 Penalty: 56631.796875
Iteration 178Q: 18 clusters Score -7.005585e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 201497 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27226 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 30591 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6606 members 
Mstep: Class 11 contains 42934 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 21708 members 
Mstep: Class 19 contains 207811 members 
Mstep: Class 21 contains 28557 members 
Mstep: Class 22 contains 94664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055816.000000 Penalty: 56631.796875
Iteration 179Q: 18 clusters Score -7.005582e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 201463 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 5210 members 
Mstep: Class 6 contains 30593 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 11 contains 42943 members 
Mstep: Class 14 contains 6448 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 21708 members 
Mstep: Class 19 contains 207867 members 
Mstep: Class 21 contains 28555 members 
Mstep: Class 22 contains 94620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055864.000000 Penalty: 56631.796875
Iteration 180F: 18 clusters Score -7.005586e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 201445 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 5198 members 
Mstep: Class 6 contains 30598 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6580 members 
Mstep: Class 11 contains 42952 members 
Mstep: Class 14 contains 6461 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 21706 members 
Mstep: Class 19 contains 207909 members 
Mstep: Class 21 contains 28549 members 
Mstep: Class 22 contains 94567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055728.000000 Penalty: 56631.796875
Iteration 181Q: 18 clusters Score -7.005573e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 201421 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27327 members 
Mstep: Class 5 contains 5182 members 
Mstep: Class 6 contains 30600 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6573 members 
Mstep: Class 11 contains 42966 members 
Mstep: Class 14 contains 6470 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1310 members 
Mstep: Class 17 contains 21704 members 
Mstep: Class 19 contains 207960 members 
Mstep: Class 21 contains 28535 members 
Mstep: Class 22 contains 94518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055784.000000 Penalty: 56631.796875
Iteration 182Q: 18 clusters Score -7.005578e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 201418 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27361 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 30604 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6569 members 
Mstep: Class 11 contains 42985 members 
Mstep: Class 14 contains 6475 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21705 members 
Mstep: Class 19 contains 207989 members 
Mstep: Class 21 contains 28526 members 
Mstep: Class 22 contains 94466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055832.000000 Penalty: 56631.796875
Iteration 183Q: 18 clusters Score -7.005583e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 201403 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27399 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 6 contains 30608 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 11 contains 42995 members 
Mstep: Class 14 contains 6480 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21710 members 
Mstep: Class 19 contains 208005 members 
Mstep: Class 21 contains 28518 members 
Mstep: Class 22 contains 94424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055856.000000 Penalty: 56631.796875
Iteration 184Q: 18 clusters Score -7.005586e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 201381 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27425 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 6 contains 30609 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6550 members 
Mstep: Class 11 contains 43005 members 
Mstep: Class 14 contains 6484 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21717 members 
Mstep: Class 19 contains 208033 members 
Mstep: Class 21 contains 28514 members 
Mstep: Class 22 contains 94381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055888.000000 Penalty: 56631.796875
Iteration 185Q: 18 clusters Score -7.005589e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 201389 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27442 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 6 contains 30611 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6538 members 
Mstep: Class 11 contains 43013 members 
Mstep: Class 14 contains 6490 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21721 members 
Mstep: Class 19 contains 208059 members 
Mstep: Class 21 contains 28509 members 
Mstep: Class 22 contains 94333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055840.000000 Penalty: 56631.796875
Iteration 186Q: 18 clusters Score -7.005584e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 201406 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27466 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 30612 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 11 contains 43018 members 
Mstep: Class 14 contains 6493 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21723 members 
Mstep: Class 19 contains 208066 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 94299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055840.000000 Penalty: 56631.796875
Iteration 187Q: 18 clusters Score -7.005584e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 201426 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27478 members 
Mstep: Class 5 contains 5105 members 
Mstep: Class 6 contains 30613 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6526 members 
Mstep: Class 11 contains 43017 members 
Mstep: Class 14 contains 6494 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21725 members 
Mstep: Class 19 contains 208067 members 
Mstep: Class 21 contains 28502 members 
Mstep: Class 22 contains 94280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055832.000000 Penalty: 56631.796875
Iteration 188Q: 18 clusters Score -7.005583e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 201417 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27490 members 
Mstep: Class 5 contains 5097 members 
Mstep: Class 6 contains 30617 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6519 members 
Mstep: Class 11 contains 43018 members 
Mstep: Class 14 contains 6495 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21729 members 
Mstep: Class 19 contains 208083 members 
Mstep: Class 21 contains 28497 members 
Mstep: Class 22 contains 94266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055768.000000 Penalty: 56631.796875
Iteration 189Q: 18 clusters Score -7.005577e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 201422 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27501 members 
Mstep: Class 5 contains 5086 members 
Mstep: Class 6 contains 30620 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6515 members 
Mstep: Class 11 contains 43026 members 
Mstep: Class 14 contains 6498 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21729 members 
Mstep: Class 19 contains 208087 members 
Mstep: Class 21 contains 28499 members 
Mstep: Class 22 contains 94243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055776.000000 Penalty: 56631.796875
Iteration 190Q: 18 clusters Score -7.005578e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 201432 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 27512 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 30621 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 11 contains 43035 members 
Mstep: Class 14 contains 6499 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21732 members 
Mstep: Class 19 contains 208093 members 
Mstep: Class 21 contains 28501 members 
Mstep: Class 22 contains 94220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055728.000000 Penalty: 56631.796875
Iteration 191Q: 18 clusters Score -7.005573e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 201418 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27535 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 30621 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6500 members 
Mstep: Class 11 contains 43043 members 
Mstep: Class 14 contains 6502 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21734 members 
Mstep: Class 19 contains 208110 members 
Mstep: Class 21 contains 28496 members 
Mstep: Class 22 contains 94203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055720.000000 Penalty: 56631.796875
Iteration 192Q: 18 clusters Score -7.005572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 201400 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27559 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 30620 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6498 members 
Mstep: Class 11 contains 43048 members 
Mstep: Class 14 contains 6505 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21735 members 
Mstep: Class 19 contains 208119 members 
Mstep: Class 21 contains 28494 members 
Mstep: Class 22 contains 94188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055776.000000 Penalty: 56631.796875
Iteration 193Q: 18 clusters Score -7.005578e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 201395 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27581 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 30620 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6500 members 
Mstep: Class 11 contains 43054 members 
Mstep: Class 14 contains 6509 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21736 members 
Mstep: Class 19 contains 208114 members 
Mstep: Class 21 contains 28491 members 
Mstep: Class 22 contains 94168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055824.000000 Penalty: 56631.796875
Iteration 194Q: 18 clusters Score -7.005582e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 201397 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27602 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 30621 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 11 contains 43066 members 
Mstep: Class 14 contains 6512 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21737 members 
Mstep: Class 19 contains 208098 members 
Mstep: Class 21 contains 28485 members 
Mstep: Class 22 contains 94153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055856.000000 Penalty: 56631.796875
Iteration 195Q: 18 clusters Score -7.005586e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 201394 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27623 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 30623 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6498 members 
Mstep: Class 11 contains 43082 members 
Mstep: Class 14 contains 6514 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21738 members 
Mstep: Class 19 contains 208076 members 
Mstep: Class 21 contains 28480 members 
Mstep: Class 22 contains 94145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055888.000000 Penalty: 56631.796875
Iteration 196Q: 18 clusters Score -7.005589e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 201394 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27640 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 30625 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6495 members 
Mstep: Class 11 contains 43088 members 
Mstep: Class 14 contains 6519 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21740 members 
Mstep: Class 19 contains 208071 members 
Mstep: Class 21 contains 28476 members 
Mstep: Class 22 contains 94123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055808.000000 Penalty: 56631.796875
Iteration 197Q: 18 clusters Score -7.005581e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 201398 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27664 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 30625 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 11 contains 43097 members 
Mstep: Class 14 contains 6522 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21740 members 
Mstep: Class 19 contains 208056 members 
Mstep: Class 21 contains 28469 members 
Mstep: Class 22 contains 94104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055792.000000 Penalty: 56631.796875
Iteration 198Q: 18 clusters Score -7.005579e+07 nChanged 133
Entering ConstructFrom: 
Score: -70055792.000000 Penalty: 56631.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Entering Unmasked Estep 
Score: -464455.718750 Penalty: 2092.768555
	Iteration 0F: 2 clusters Score -464455.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -460166.781250 Penalty: 4185.537109
	Iteration 0F: 3 clusters Score -460166.8 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -461087.625000 Penalty: 4185.537109
	Iteration 1F: 3 clusters Score -461087.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -461300.281250 Penalty: 4185.537109
	Iteration 2F: 3 clusters Score -461300.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -461413.718750 Penalty: 4185.537109
	Iteration 3Q: 3 clusters Score -461413.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -461493.843750 Penalty: 4185.537109
	Iteration 4Q: 3 clusters Score -461493.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -461548.500000 Penalty: 4185.537109
	Iteration 5Q: 3 clusters Score -461548.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -461585.500000 Penalty: 4185.537109
	Iteration 6Q: 3 clusters Score -461585.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -461612.125000 Penalty: 4185.537109
	Iteration 7Q: 3 clusters Score -461612.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -461635.187500 Penalty: 4185.537109
	Iteration 8Q: 3 clusters Score -461635.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -461655.781250 Penalty: 4185.537109
	Iteration 9Q: 3 clusters Score -461655.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -461674.968750 Penalty: 4185.537109
	Iteration 10Q: 3 clusters Score -461675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -461689.843750 Penalty: 4185.537109
	Iteration 11Q: 3 clusters Score -461689.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -461709.218750 Penalty: 4185.537109
	Iteration 12Q: 3 clusters Score -461709.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -461721.312500 Penalty: 4185.537109
	Iteration 13Q: 3 clusters Score -461721.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -461734.125000 Penalty: 4185.537109
	Iteration 14Q: 3 clusters Score -461734.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -461749.156250 Penalty: 4185.537109
	Iteration 15Q: 3 clusters Score -461749.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -461764.062500 Penalty: 4185.537109
	Iteration 16Q: 3 clusters Score -461764.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -461780.781250 Penalty: 4185.537109
	Iteration 17Q: 3 clusters Score -461780.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -461802.812500 Penalty: 4185.537109
	Iteration 18Q: 3 clusters Score -461802.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -461825.406250 Penalty: 4185.537109
	Iteration 19Q: 3 clusters Score -461825.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -461857.593750 Penalty: 4185.537109
	Iteration 20F: 3 clusters Score -461857.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -461891.843750 Penalty: 4185.537109
	Iteration 21Q: 3 clusters Score -461891.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -461919.312500 Penalty: 4185.537109
	Iteration 22Q: 3 clusters Score -461919.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -461945.000000 Penalty: 4185.537109
	Iteration 23Q: 3 clusters Score -461945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -461988.875000 Penalty: 4185.537109
	Iteration 24Q: 3 clusters Score -461988.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -462038.250000 Penalty: 4185.537109
	Iteration 25Q: 3 clusters Score -462038.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -462084.125000 Penalty: 4185.537109
	Iteration 26Q: 3 clusters Score -462084.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -462129.343750 Penalty: 4185.537109
	Iteration 27Q: 3 clusters Score -462129.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -462167.375000 Penalty: 4185.537109
	Iteration 28Q: 3 clusters Score -462167.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -462202.156250 Penalty: 4185.537109
	Iteration 29Q: 3 clusters Score -462202.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -462236.312500 Penalty: 4185.537109
	Iteration 30Q: 3 clusters Score -462236.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -462268.562500 Penalty: 4185.537109
	Iteration 31Q: 3 clusters Score -462268.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -462307.031250 Penalty: 4185.537109
	Iteration 32Q: 3 clusters Score -462307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -462347.312500 Penalty: 4185.537109
	Iteration 33Q: 3 clusters Score -462347.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -462386.000000 Penalty: 4185.537109
	Iteration 34Q: 3 clusters Score -462386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -462420.906250 Penalty: 4185.537109
	Iteration 35Q: 3 clusters Score -462420.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -462447.937500 Penalty: 4185.537109
	Iteration 36Q: 3 clusters Score -462447.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -462474.000000 Penalty: 4185.537109
	Iteration 37Q: 3 clusters Score -462474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -462494.781250 Penalty: 4185.537109
	Iteration 38Q: 3 clusters Score -462494.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -462526.843750 Penalty: 4185.537109
	Iteration 39Q: 3 clusters Score -462526.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -462571.093750 Penalty: 4185.537109
	Iteration 40F: 3 clusters Score -462571.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -462594.406250 Penalty: 4185.537109
	Iteration 41Q: 3 clusters Score -462594.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -462607.093750 Penalty: 4185.537109
	Iteration 42Q: 3 clusters Score -462607.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -462615.281250 Penalty: 4185.537109
	Iteration 43Q: 3 clusters Score -462615.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -462619.500000 Penalty: 4185.537109
	Iteration 44Q: 3 clusters Score -462619.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -462623.343750 Penalty: 4185.537109
	Iteration 45Q: 3 clusters Score -462623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -462628.968750 Penalty: 4185.537109
	Iteration 46Q: 3 clusters Score -462629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -462638.468750 Penalty: 4185.537109
	Iteration 47Q: 3 clusters Score -462638.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -462646.375000 Penalty: 4185.537109
	Iteration 48Q: 3 clusters Score -462646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -462655.625000 Penalty: 4185.537109
	Iteration 49Q: 3 clusters Score -462655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -462659.968750 Penalty: 4185.537109
	Iteration 50Q: 3 clusters Score -462660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -462663.093750 Penalty: 4185.537109
	Iteration 51Q: 3 clusters Score -462663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -462666.593750 Penalty: 4185.537109
	Iteration 52Q: 3 clusters Score -462666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -462670.250000 Penalty: 4185.537109
	Iteration 53Q: 3 clusters Score -462670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -462672.937500 Penalty: 4185.537109
	Iteration 54Q: 3 clusters Score -462672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -462676.750000 Penalty: 4185.537109
	Iteration 55Q: 3 clusters Score -462676.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -462679.375000 Penalty: 4185.537109
	Iteration 56Q: 3 clusters Score -462679.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -462679.562500 Penalty: 4185.537109
	Iteration 57Q: 3 clusters Score -462679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -462681.656250 Penalty: 4185.537109
	Iteration 58Q: 3 clusters Score -462681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -462682.718750 Penalty: 4185.537109
	Iteration 59Q: 3 clusters Score -462682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -462683.187500 Penalty: 4185.537109
	Iteration 60F: 3 clusters Score -462683.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -462685.437500 Penalty: 4185.537109
	Iteration 61Q: 3 clusters Score -462685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -462685.562500 Penalty: 4185.537109
	Iteration 62Q: 3 clusters Score -462685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -462686.156250 Penalty: 4185.537109
	Iteration 63Q: 3 clusters Score -462686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -462686.156250 Penalty: 4185.537109
	Iteration 64F: 3 clusters Score -462686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (201400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201400 members 
Entering Unmasked Estep 
Score: -21032010.000000 Penalty: 3028.835938
	Iteration 0F: 2 clusters Score -2.103201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100445 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -20900248.000000 Penalty: 6057.671875
	Iteration 0F: 3 clusters Score -2.090025e+07 nChanged 96516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96747 members 
Mstep: Class 2 contains 104653 members 
Entering Unmasked Estep 
Score: -20957622.000000 Penalty: 6057.671875
	Iteration 1F: 3 clusters Score -2.095762e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 106644 members 
Entering Unmasked Estep 
Score: -20959116.000000 Penalty: 6057.671875
	Iteration 2Q: 3 clusters Score -2.095912e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -20961108.000000 Penalty: 6057.671875
	Iteration 3Q: 3 clusters Score -2.096111e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87500 members 
Mstep: Class 2 contains 113900 members 
Entering Unmasked Estep 
Score: -20963984.000000 Penalty: 6057.671875
	Iteration 4Q: 3 clusters Score -2.096398e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 119933 members 
Entering Unmasked Estep 
Score: -20968388.000000 Penalty: 6057.671875
	Iteration 5Q: 3 clusters Score -2.096839e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 127738 members 
Entering Unmasked Estep 
Score: -20974800.000000 Penalty: 6057.671875
	Iteration 6F: 3 clusters Score -2.09748e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -20983240.000000 Penalty: 6057.671875
	Iteration 7F: 3 clusters Score -2.098324e+07 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 146339 members 
Entering Unmasked Estep 
Score: -20991796.000000 Penalty: 6057.671875
	Iteration 8F: 3 clusters Score -2.09918e+07 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 154411 members 
Entering Unmasked Estep 
Score: -20999840.000000 Penalty: 6057.671875
	Iteration 9F: 3 clusters Score -2.099984e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 160623 members 
Entering Unmasked Estep 
Score: -21006320.000000 Penalty: 6057.671875
	Iteration 10Q: 3 clusters Score -2.100632e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 165306 members 
Entering Unmasked Estep 
Score: -21010992.000000 Penalty: 6057.671875
	Iteration 11Q: 3 clusters Score -2.101099e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 168940 members 
Entering Unmasked Estep 
Score: -21013988.000000 Penalty: 6057.671875
	Iteration 12Q: 3 clusters Score -2.101399e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 171945 members 
Entering Unmasked Estep 
Score: -21016090.000000 Penalty: 6057.671875
	Iteration 13Q: 3 clusters Score -2.101609e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 174640 members 
Entering Unmasked Estep 
Score: -21017456.000000 Penalty: 6057.671875
	Iteration 14Q: 3 clusters Score -2.101746e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 177220 members 
Entering Unmasked Estep 
Score: -21018618.000000 Penalty: 6057.671875
	Iteration 15Q: 3 clusters Score -2.101862e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 179673 members 
Entering Unmasked Estep 
Score: -21019448.000000 Penalty: 6057.671875
	Iteration 16Q: 3 clusters Score -2.101945e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 181967 members 
Entering Unmasked Estep 
Score: -21020508.000000 Penalty: 6057.671875
	Iteration 17Q: 3 clusters Score -2.102051e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -21021550.000000 Penalty: 6057.671875
	Iteration 18Q: 3 clusters Score -2.102155e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 186281 members 
Entering Unmasked Estep 
Score: -21022632.000000 Penalty: 6057.671875
	Iteration 19Q: 3 clusters Score -2.102263e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 188201 members 
Entering Unmasked Estep 
Score: -21023654.000000 Penalty: 6057.671875
	Iteration 20F: 3 clusters Score -2.102365e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 189990 members 
Entering Unmasked Estep 
Score: -21024550.000000 Penalty: 6057.671875
	Iteration 21Q: 3 clusters Score -2.102455e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 191578 members 
Entering Unmasked Estep 
Score: -21025392.000000 Penalty: 6057.671875
	Iteration 22Q: 3 clusters Score -2.102539e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 192989 members 
Entering Unmasked Estep 
Score: -21026200.000000 Penalty: 6057.671875
	Iteration 23Q: 3 clusters Score -2.10262e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 194232 members 
Entering Unmasked Estep 
Score: -21026900.000000 Penalty: 6057.671875
	Iteration 24Q: 3 clusters Score -2.10269e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 195274 members 
Entering Unmasked Estep 
Score: -21027432.000000 Penalty: 6057.671875
	Iteration 25Q: 3 clusters Score -2.102743e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 196191 members 
Entering Unmasked Estep 
Score: -21027884.000000 Penalty: 6057.671875
	Iteration 26Q: 3 clusters Score -2.102788e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 196962 members 
Entering Unmasked Estep 
Score: -21028346.000000 Penalty: 6057.671875
	Iteration 27Q: 3 clusters Score -2.102835e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 197608 members 
Entering Unmasked Estep 
Score: -21028656.000000 Penalty: 6057.671875
	Iteration 28Q: 3 clusters Score -2.102866e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 198113 members 
Entering Unmasked Estep 
Score: -21028858.000000 Penalty: 6057.671875
	Iteration 29Q: 3 clusters Score -2.102886e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 198537 members 
Entering Unmasked Estep 
Score: -21029084.000000 Penalty: 6057.671875
	Iteration 30Q: 3 clusters Score -2.102908e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 198874 members 
Entering Unmasked Estep 
Score: -21029202.000000 Penalty: 6057.671875
	Iteration 31Q: 3 clusters Score -2.10292e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 199158 members 
Entering Unmasked Estep 
Score: -21029220.000000 Penalty: 6057.671875
	Iteration 32Q: 3 clusters Score -2.102922e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 199386 members 
Entering Unmasked Estep 
Score: -21029304.000000 Penalty: 6057.671875
	Iteration 33Q: 3 clusters Score -2.10293e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 199563 members 
Entering Unmasked Estep 
Score: -21029354.000000 Penalty: 6057.671875
	Iteration 34Q: 3 clusters Score -2.102935e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 199709 members 
Entering Unmasked Estep 
Score: -21029436.000000 Penalty: 6057.671875
	Iteration 35Q: 3 clusters Score -2.102944e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 199821 members 
Entering Unmasked Estep 
Score: -21029428.000000 Penalty: 6057.671875
	Iteration 36Q: 3 clusters Score -2.102943e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 199904 members 
Entering Unmasked Estep 
Score: -21029454.000000 Penalty: 6057.671875
	Iteration 37Q: 3 clusters Score -2.102945e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 199983 members 
Entering Unmasked Estep 
Score: -21029494.000000 Penalty: 6057.671875
	Iteration 38Q: 3 clusters Score -2.102949e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 200051 members 
Entering Unmasked Estep 
Score: -21029516.000000 Penalty: 6057.671875
	Iteration 39Q: 3 clusters Score -2.102952e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 200091 members 
Entering Unmasked Estep 
Score: -21029538.000000 Penalty: 6057.671875
	Iteration 40F: 3 clusters Score -2.102954e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 200128 members 
Entering Unmasked Estep 
Score: -21029546.000000 Penalty: 6057.671875
	Iteration 41Q: 3 clusters Score -2.102955e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 200169 members 
Entering Unmasked Estep 
Score: -21029544.000000 Penalty: 6057.671875
	Iteration 42Q: 3 clusters Score -2.102954e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 200203 members 
Entering Unmasked Estep 
Score: -21029536.000000 Penalty: 6057.671875
	Iteration 43Q: 3 clusters Score -2.102954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 200238 members 
Entering Unmasked Estep 
Score: -21029562.000000 Penalty: 6057.671875
	Iteration 44Q: 3 clusters Score -2.102956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 200265 members 
Entering Unmasked Estep 
Score: -21029560.000000 Penalty: 6057.671875
	Iteration 45Q: 3 clusters Score -2.102956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 200287 members 
Entering Unmasked Estep 
Score: -21029558.000000 Penalty: 6057.671875
	Iteration 46Q: 3 clusters Score -2.102956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 200305 members 
Entering Unmasked Estep 
Score: -21029572.000000 Penalty: 6057.671875
	Iteration 47Q: 3 clusters Score -2.102957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 200321 members 
Entering Unmasked Estep 
Score: -21029572.000000 Penalty: 6057.671875
	Iteration 48Q: 3 clusters Score -2.102957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 200342 members 
Entering Unmasked Estep 
Score: -21029558.000000 Penalty: 6057.671875
	Iteration 49Q: 3 clusters Score -2.102956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 200349 members 
Entering Unmasked Estep 
Score: -21029566.000000 Penalty: 6057.671875
	Iteration 50Q: 3 clusters Score -2.102957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 200358 members 
Entering Unmasked Estep 
Score: -21029582.000000 Penalty: 6057.671875
	Iteration 51Q: 3 clusters Score -2.102958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 200365 members 
Entering Unmasked Estep 
Score: -21029586.000000 Penalty: 6057.671875
	Iteration 52Q: 3 clusters Score -2.102959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 200372 members 
Entering Unmasked Estep 
Score: -21029598.000000 Penalty: 6057.671875
	Iteration 53Q: 3 clusters Score -2.10296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 200384 members 
Entering Unmasked Estep 
Score: -21029592.000000 Penalty: 6057.671875
	Iteration 54Q: 3 clusters Score -2.102959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 200396 members 
Entering Unmasked Estep 
Score: -21029576.000000 Penalty: 6057.671875
	Iteration 55Q: 3 clusters Score -2.102958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 200408 members 
Entering Unmasked Estep 
Score: -21029580.000000 Penalty: 6057.671875
	Iteration 56Q: 3 clusters Score -2.102958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 200415 members 
Entering Unmasked Estep 
Score: -21029594.000000 Penalty: 6057.671875
	Iteration 57Q: 3 clusters Score -2.102959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 200420 members 
Entering Unmasked Estep 
Score: -21029614.000000 Penalty: 6057.671875
	Iteration 58Q: 3 clusters Score -2.102961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 200432 members 
Entering Unmasked Estep 
Score: -21029616.000000 Penalty: 6057.671875
	Iteration 59Q: 3 clusters Score -2.102962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 200439 members 
Entering Unmasked Estep 
Score: -21029606.000000 Penalty: 6057.671875
	Iteration 60F: 3 clusters Score -2.102961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 200444 members 
Entering Unmasked Estep 
Score: -21029616.000000 Penalty: 6057.671875
	Iteration 61Q: 3 clusters Score -2.102962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 200446 members 
Entering Unmasked Estep 
Score: -21029604.000000 Penalty: 6057.671875
	Iteration 62Q: 3 clusters Score -2.10296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 200446 members 
Entering Unmasked Estep 
Score: -21029604.000000 Penalty: 6057.671875
	Iteration 63F: 3 clusters Score -2.10296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Entering Unmasked Estep 
Score: -123023.429688 Penalty: 1783.100708
	Iteration 0F: 2 clusters Score -123023.4 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 642 members 
Entering Unmasked Estep 
Score: -120847.960938 Penalty: 3566.201416
	Iteration 0F: 3 clusters Score -120848 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -121292.968750 Penalty: 3566.201416
	Iteration 1F: 3 clusters Score -121293 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -121433.085938 Penalty: 3566.201416
	Iteration 2F: 3 clusters Score -121433.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -121502.671875 Penalty: 3566.201416
	Iteration 3Q: 3 clusters Score -121502.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121566.828125 Penalty: 3566.201416
	Iteration 4Q: 3 clusters Score -121566.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -121622.437500 Penalty: 3566.201416
	Iteration 5Q: 3 clusters Score -121622.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121666.945312 Penalty: 3566.201416
	Iteration 6Q: 3 clusters Score -121666.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -121701.585938 Penalty: 3566.201416
	Iteration 7Q: 3 clusters Score -121701.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -121754.796875 Penalty: 3566.201416
	Iteration 8Q: 3 clusters Score -121754.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121818.132812 Penalty: 3566.201416
	Iteration 9Q: 3 clusters Score -121818.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -121904.281250 Penalty: 3566.201416
	Iteration 10Q: 3 clusters Score -121904.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -121984.343750 Penalty: 3566.201416
	Iteration 11Q: 3 clusters Score -121984.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -122037.781250 Penalty: 3566.201416
	Iteration 12Q: 3 clusters Score -122037.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -122068.304688 Penalty: 3566.201416
	Iteration 13Q: 3 clusters Score -122068.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -122082.867188 Penalty: 3566.201416
	Iteration 14Q: 3 clusters Score -122082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -122099.867188 Penalty: 3566.201416
	Iteration 15Q: 3 clusters Score -122099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122113.093750 Penalty: 3566.201416
	Iteration 16Q: 3 clusters Score -122113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -122129.851562 Penalty: 3566.201416
	Iteration 17Q: 3 clusters Score -122129.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -122142.562500 Penalty: 3566.201416
	Iteration 18Q: 3 clusters Score -122142.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122148.046875 Penalty: 3566.201416
	Iteration 19Q: 3 clusters Score -122148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122152.750000 Penalty: 3566.201416
	Iteration 20F: 3 clusters Score -122152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -122156.515625 Penalty: 3566.201416
	Iteration 21Q: 3 clusters Score -122156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122163.164062 Penalty: 3566.201416
	Iteration 22Q: 3 clusters Score -122163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122166.765625 Penalty: 3566.201416
	Iteration 23Q: 3 clusters Score -122166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -122169.304688 Penalty: 3566.201416
	Iteration 24Q: 3 clusters Score -122169.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -122169.304688 Penalty: 3566.201416
	Iteration 25F: 3 clusters Score -122169.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Entering Unmasked Estep 
Score: -2889737.500000 Penalty: 2536.775879
	Iteration 0F: 2 clusters Score -2889738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2870664.250000 Penalty: 5073.551758
	Iteration 0F: 3 clusters Score -2870664 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2877200.250000 Penalty: 5073.551758
	Iteration 1F: 3 clusters Score -2877200 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2877544.250000 Penalty: 5073.551758
	Iteration 2Q: 3 clusters Score -2877544 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2877781.250000 Penalty: 5073.551758
	Iteration 3Q: 3 clusters Score -2877781 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2877983.000000 Penalty: 5073.551758
	Iteration 4Q: 3 clusters Score -2877983 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2878179.500000 Penalty: 5073.551758
	Iteration 5Q: 3 clusters Score -2878180 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2878354.000000 Penalty: 5073.551758
	Iteration 6Q: 3 clusters Score -2878354 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2878545.750000 Penalty: 5073.551758
	Iteration 7Q: 3 clusters Score -2878546 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2878793.500000 Penalty: 5073.551758
	Iteration 8Q: 3 clusters Score -2878794 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2879151.000000 Penalty: 5073.551758
	Iteration 9Q: 3 clusters Score -2879151 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2879663.250000 Penalty: 5073.551758
	Iteration 10Q: 3 clusters Score -2879663 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2880506.750000 Penalty: 5073.551758
	Iteration 11F: 3 clusters Score -2880507 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2881699.750000 Penalty: 5073.551758
	Iteration 12F: 3 clusters Score -2881700 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2883289.500000 Penalty: 5073.551758
	Iteration 13F: 3 clusters Score -2883290 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2885008.250000 Penalty: 5073.551758
	Iteration 14F: 3 clusters Score -2885008 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2886319.250000 Penalty: 5073.551758
	Iteration 15Q: 3 clusters Score -2886319 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2886968.500000 Penalty: 5073.551758
	Iteration 16Q: 3 clusters Score -2886968 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2887240.500000 Penalty: 5073.551758
	Iteration 17Q: 3 clusters Score -2887240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2887339.500000 Penalty: 5073.551758
	Iteration 18Q: 3 clusters Score -2887340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2887405.500000 Penalty: 5073.551758
	Iteration 19Q: 3 clusters Score -2887406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2887444.750000 Penalty: 5073.551758
	Iteration 20F: 3 clusters Score -2887445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2887476.500000 Penalty: 5073.551758
	Iteration 21Q: 3 clusters Score -2887476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2887496.000000 Penalty: 5073.551758
	Iteration 22Q: 3 clusters Score -2887496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2887503.000000 Penalty: 5073.551758
	Iteration 23Q: 3 clusters Score -2887503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2887523.250000 Penalty: 5073.551758
	Iteration 24Q: 3 clusters Score -2887523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2887527.250000 Penalty: 5073.551758
	Iteration 25Q: 3 clusters Score -2887527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2887536.500000 Penalty: 5073.551758
	Iteration 26Q: 3 clusters Score -2887536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2887536.500000 Penalty: 5073.551758
	Iteration 27Q: 3 clusters Score -2887536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2887536.500000 Penalty: 5073.551758
	Iteration 28F: 3 clusters Score -2887536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -544079.437500 Penalty: 2114.878906
	Iteration 0F: 2 clusters Score -544079.4 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 2537 members 
Entering Unmasked Estep 
Score: -539519.937500 Penalty: 4229.757812
	Iteration 0F: 3 clusters Score -539519.9 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -540560.375000 Penalty: 4229.757812
	Iteration 1F: 3 clusters Score -540560.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -540746.187500 Penalty: 4229.757812
	Iteration 2F: 3 clusters Score -540746.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -540864.625000 Penalty: 4229.757812
	Iteration 3Q: 3 clusters Score -540864.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -540952.500000 Penalty: 4229.757812
	Iteration 4Q: 3 clusters Score -540952.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -541000.625000 Penalty: 4229.757812
	Iteration 5Q: 3 clusters Score -541000.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -541037.375000 Penalty: 4229.757812
	Iteration 6Q: 3 clusters Score -541037.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -541059.875000 Penalty: 4229.757812
	Iteration 7Q: 3 clusters Score -541059.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -541081.812500 Penalty: 4229.757812
	Iteration 8Q: 3 clusters Score -541081.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -541099.562500 Penalty: 4229.757812
	Iteration 9Q: 3 clusters Score -541099.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -541119.812500 Penalty: 4229.757812
	Iteration 10Q: 3 clusters Score -541119.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -541142.687500 Penalty: 4229.757812
	Iteration 11Q: 3 clusters Score -541142.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -541163.000000 Penalty: 4229.757812
	Iteration 12Q: 3 clusters Score -541163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -541184.687500 Penalty: 4229.757812
	Iteration 13Q: 3 clusters Score -541184.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -541205.187500 Penalty: 4229.757812
	Iteration 14Q: 3 clusters Score -541205.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -541221.125000 Penalty: 4229.757812
	Iteration 15Q: 3 clusters Score -541221.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -541236.562500 Penalty: 4229.757812
	Iteration 16Q: 3 clusters Score -541236.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -541251.812500 Penalty: 4229.757812
	Iteration 17Q: 3 clusters Score -541251.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -541266.812500 Penalty: 4229.757812
	Iteration 18Q: 3 clusters Score -541266.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -541286.375000 Penalty: 4229.757812
	Iteration 19Q: 3 clusters Score -541286.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -541298.000000 Penalty: 4229.757812
	Iteration 20F: 3 clusters Score -541298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -541311.062500 Penalty: 4229.757812
	Iteration 21Q: 3 clusters Score -541311.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -541321.125000 Penalty: 4229.757812
	Iteration 22Q: 3 clusters Score -541321.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -541329.312500 Penalty: 4229.757812
	Iteration 23Q: 3 clusters Score -541329.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -541339.875000 Penalty: 4229.757812
	Iteration 24Q: 3 clusters Score -541339.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -541351.062500 Penalty: 4229.757812
	Iteration 25Q: 3 clusters Score -541351.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -541358.625000 Penalty: 4229.757812
	Iteration 26Q: 3 clusters Score -541358.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -541366.250000 Penalty: 4229.757812
	Iteration 27Q: 3 clusters Score -541366.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -541372.312500 Penalty: 4229.757812
	Iteration 28Q: 3 clusters Score -541372.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -541376.312500 Penalty: 4229.757812
	Iteration 29Q: 3 clusters Score -541376.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -541381.312500 Penalty: 4229.757812
	Iteration 30Q: 3 clusters Score -541381.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -541386.500000 Penalty: 4229.757812
	Iteration 31Q: 3 clusters Score -541386.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -541396.125000 Penalty: 4229.757812
	Iteration 32Q: 3 clusters Score -541396.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -541401.687500 Penalty: 4229.757812
	Iteration 33Q: 3 clusters Score -541401.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -541408.500000 Penalty: 4229.757812
	Iteration 34Q: 3 clusters Score -541408.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -541414.937500 Penalty: 4229.757812
	Iteration 35Q: 3 clusters Score -541414.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -541421.250000 Penalty: 4229.757812
	Iteration 36Q: 3 clusters Score -541421.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -541429.437500 Penalty: 4229.757812
	Iteration 37Q: 3 clusters Score -541429.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -541435.812500 Penalty: 4229.757812
	Iteration 38Q: 3 clusters Score -541435.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -541445.437500 Penalty: 4229.757812
	Iteration 39Q: 3 clusters Score -541445.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -541462.750000 Penalty: 4229.757812
	Iteration 40F: 3 clusters Score -541462.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -541477.812500 Penalty: 4229.757812
	Iteration 41Q: 3 clusters Score -541477.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -541492.625000 Penalty: 4229.757812
	Iteration 42Q: 3 clusters Score -541492.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -541511.437500 Penalty: 4229.757812
	Iteration 43Q: 3 clusters Score -541511.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -541529.750000 Penalty: 4229.757812
	Iteration 44Q: 3 clusters Score -541529.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -541543.312500 Penalty: 4229.757812
	Iteration 45Q: 3 clusters Score -541543.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -541555.875000 Penalty: 4229.757812
	Iteration 46Q: 3 clusters Score -541555.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -541570.437500 Penalty: 4229.757812
	Iteration 47Q: 3 clusters Score -541570.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -541579.125000 Penalty: 4229.757812
	Iteration 48Q: 3 clusters Score -541579.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -541586.375000 Penalty: 4229.757812
	Iteration 49Q: 3 clusters Score -541586.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -541593.687500 Penalty: 4229.757812
	Iteration 50Q: 3 clusters Score -541593.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -541606.000000 Penalty: 4229.757812
	Iteration 51Q: 3 clusters Score -541606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -541616.625000 Penalty: 4229.757812
	Iteration 52Q: 3 clusters Score -541616.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -541634.437500 Penalty: 4229.757812
	Iteration 53Q: 3 clusters Score -541634.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -541655.562500 Penalty: 4229.757812
	Iteration 54Q: 3 clusters Score -541655.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -541670.500000 Penalty: 4229.757812
	Iteration 55Q: 3 clusters Score -541670.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -541688.375000 Penalty: 4229.757812
	Iteration 56Q: 3 clusters Score -541688.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -541712.500000 Penalty: 4229.757812
	Iteration 57Q: 3 clusters Score -541712.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -541739.062500 Penalty: 4229.757812
	Iteration 58Q: 3 clusters Score -541739.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -541771.375000 Penalty: 4229.757812
	Iteration 59Q: 3 clusters Score -541771.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -541794.750000 Penalty: 4229.757812
	Iteration 60F: 3 clusters Score -541794.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -541818.375000 Penalty: 4229.757812
	Iteration 61Q: 3 clusters Score -541818.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -541837.937500 Penalty: 4229.757812
	Iteration 62Q: 3 clusters Score -541837.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -541870.125000 Penalty: 4229.757812
	Iteration 63Q: 3 clusters Score -541870.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -541898.875000 Penalty: 4229.757812
	Iteration 64Q: 3 clusters Score -541898.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -541925.937500 Penalty: 4229.757812
	Iteration 65Q: 3 clusters Score -541925.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -541956.812500 Penalty: 4229.757812
	Iteration 66Q: 3 clusters Score -541956.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -541983.312500 Penalty: 4229.757812
	Iteration 67Q: 3 clusters Score -541983.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -542014.125000 Penalty: 4229.757812
	Iteration 68Q: 3 clusters Score -542014.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -542043.125000 Penalty: 4229.757812
	Iteration 69Q: 3 clusters Score -542043.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -542071.250000 Penalty: 4229.757812
	Iteration 70Q: 3 clusters Score -542071.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -542087.937500 Penalty: 4229.757812
	Iteration 71Q: 3 clusters Score -542087.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -542102.312500 Penalty: 4229.757812
	Iteration 72Q: 3 clusters Score -542102.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -542116.125000 Penalty: 4229.757812
	Iteration 73Q: 3 clusters Score -542116.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -542126.937500 Penalty: 4229.757812
	Iteration 74Q: 3 clusters Score -542126.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -542137.750000 Penalty: 4229.757812
	Iteration 75Q: 3 clusters Score -542137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -542151.937500 Penalty: 4229.757812
	Iteration 76Q: 3 clusters Score -542151.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -542160.000000 Penalty: 4229.757812
	Iteration 77Q: 3 clusters Score -542160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -542163.812500 Penalty: 4229.757812
	Iteration 78Q: 3 clusters Score -542163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -542167.500000 Penalty: 4229.757812
	Iteration 79Q: 3 clusters Score -542167.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -542174.625000 Penalty: 4229.757812
	Iteration 80F: 3 clusters Score -542174.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -542182.625000 Penalty: 4229.757812
	Iteration 81Q: 3 clusters Score -542182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -542188.187500 Penalty: 4229.757812
	Iteration 82Q: 3 clusters Score -542188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -542189.625000 Penalty: 4229.757812
	Iteration 83Q: 3 clusters Score -542189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -542191.312500 Penalty: 4229.757812
	Iteration 84Q: 3 clusters Score -542191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -542193.687500 Penalty: 4229.757812
	Iteration 85Q: 3 clusters Score -542193.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -542195.625000 Penalty: 4229.757812
	Iteration 86Q: 3 clusters Score -542195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -542196.937500 Penalty: 4229.757812
	Iteration 87Q: 3 clusters Score -542196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -542199.437500 Penalty: 4229.757812
	Iteration 88Q: 3 clusters Score -542199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -542200.125000 Penalty: 4229.757812
	Iteration 89Q: 3 clusters Score -542200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -542201.125000 Penalty: 4229.757812
	Iteration 90Q: 3 clusters Score -542201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -542205.812500 Penalty: 4229.757812
	Iteration 91Q: 3 clusters Score -542205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -542212.812500 Penalty: 4229.757812
	Iteration 92Q: 3 clusters Score -542212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -542215.500000 Penalty: 4229.757812
	Iteration 93Q: 3 clusters Score -542215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -542216.687500 Penalty: 4229.757812
	Iteration 94Q: 3 clusters Score -542216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -542218.437500 Penalty: 4229.757812
	Iteration 95Q: 3 clusters Score -542218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -542218.437500 Penalty: 4229.757812
	Iteration 96F: 3 clusters Score -542218.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -3215032.250000 Penalty: 2561.725830
	Iteration 0F: 2 clusters Score -3215032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3194148.000000 Penalty: 5123.451660
	Iteration 0F: 3 clusters Score -3194148 nChanged 13792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3201796.500000 Penalty: 5123.451660
	Iteration 1F: 3 clusters Score -3201796 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3202377.750000 Penalty: 5123.451660
	Iteration 2F: 3 clusters Score -3202378 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3203066.000000 Penalty: 5123.451660
	Iteration 3Q: 3 clusters Score -3203066 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3203978.250000 Penalty: 5123.451660
	Iteration 4F: 3 clusters Score -3203978 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3205085.250000 Penalty: 5123.451660
	Iteration 5F: 3 clusters Score -3205085 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3206383.750000 Penalty: 5123.451660
	Iteration 6F: 3 clusters Score -3206384 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3207650.250000 Penalty: 5123.451660
	Iteration 7F: 3 clusters Score -3207650 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3208800.500000 Penalty: 5123.451660
	Iteration 8F: 3 clusters Score -3208800 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3209586.250000 Penalty: 5123.451660
	Iteration 9Q: 3 clusters Score -3209586 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3210024.000000 Penalty: 5123.451660
	Iteration 10Q: 3 clusters Score -3210024 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3210255.500000 Penalty: 5123.451660
	Iteration 11Q: 3 clusters Score -3210256 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3210399.500000 Penalty: 5123.451660
	Iteration 12Q: 3 clusters Score -3210400 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -3210488.750000 Penalty: 5123.451660
	Iteration 13Q: 3 clusters Score -3210489 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3210572.500000 Penalty: 5123.451660
	Iteration 14Q: 3 clusters Score -3210572 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3210626.250000 Penalty: 5123.451660
	Iteration 15Q: 3 clusters Score -3210626 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3210684.750000 Penalty: 5123.451660
	Iteration 16Q: 3 clusters Score -3210685 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3210711.000000 Penalty: 5123.451660
	Iteration 17Q: 3 clusters Score -3210711 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3210729.000000 Penalty: 5123.451660
	Iteration 18Q: 3 clusters Score -3210729 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3210769.500000 Penalty: 5123.451660
	Iteration 19Q: 3 clusters Score -3210770 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3210840.750000 Penalty: 5123.451660
	Iteration 20F: 3 clusters Score -3210841 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3210881.500000 Penalty: 5123.451660
	Iteration 21Q: 3 clusters Score -3210882 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3210940.000000 Penalty: 5123.451660
	Iteration 22Q: 3 clusters Score -3210940 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3211013.500000 Penalty: 5123.451660
	Iteration 23Q: 3 clusters Score -3211014 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -3211080.500000 Penalty: 5123.451660
	Iteration 24Q: 3 clusters Score -3211080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3211159.000000 Penalty: 5123.451660
	Iteration 25Q: 3 clusters Score -3211159 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3211253.250000 Penalty: 5123.451660
	Iteration 26Q: 3 clusters Score -3211253 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3211336.000000 Penalty: 5123.451660
	Iteration 27Q: 3 clusters Score -3211336 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3211455.000000 Penalty: 5123.451660
	Iteration 28Q: 3 clusters Score -3211455 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -3211552.750000 Penalty: 5123.451660
	Iteration 29Q: 3 clusters Score -3211553 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3211649.000000 Penalty: 5123.451660
	Iteration 30Q: 3 clusters Score -3211649 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3211750.000000 Penalty: 5123.451660
	Iteration 31Q: 3 clusters Score -3211750 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3211824.500000 Penalty: 5123.451660
	Iteration 32Q: 3 clusters Score -3211824 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3211930.000000 Penalty: 5123.451660
	Iteration 33Q: 3 clusters Score -3211930 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3212052.750000 Penalty: 5123.451660
	Iteration 34Q: 3 clusters Score -3212053 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3212143.000000 Penalty: 5123.451660
	Iteration 35Q: 3 clusters Score -3212143 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3212249.750000 Penalty: 5123.451660
	Iteration 36Q: 3 clusters Score -3212250 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3212375.000000 Penalty: 5123.451660
	Iteration 37Q: 3 clusters Score -3212375 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3212477.500000 Penalty: 5123.451660
	Iteration 38Q: 3 clusters Score -3212478 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3212562.500000 Penalty: 5123.451660
	Iteration 39Q: 3 clusters Score -3212562 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -3212666.750000 Penalty: 5123.451660
	Iteration 40F: 3 clusters Score -3212667 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3212767.750000 Penalty: 5123.451660
	Iteration 41Q: 3 clusters Score -3212768 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3212828.000000 Penalty: 5123.451660
	Iteration 42Q: 3 clusters Score -3212828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3212892.750000 Penalty: 5123.451660
	Iteration 43Q: 3 clusters Score -3212893 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3212930.000000 Penalty: 5123.451660
	Iteration 44Q: 3 clusters Score -3212930 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3212984.000000 Penalty: 5123.451660
	Iteration 45Q: 3 clusters Score -3212984 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3213023.000000 Penalty: 5123.451660
	Iteration 46Q: 3 clusters Score -3213023 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3213060.500000 Penalty: 5123.451660
	Iteration 47Q: 3 clusters Score -3213060 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3213104.250000 Penalty: 5123.451660
	Iteration 48Q: 3 clusters Score -3213104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3213127.500000 Penalty: 5123.451660
	Iteration 49Q: 3 clusters Score -3213128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3213157.750000 Penalty: 5123.451660
	Iteration 50Q: 3 clusters Score -3213158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -3213172.000000 Penalty: 5123.451660
	Iteration 51Q: 3 clusters Score -3213172 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3213179.000000 Penalty: 5123.451660
	Iteration 52Q: 3 clusters Score -3213179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3213200.500000 Penalty: 5123.451660
	Iteration 53Q: 3 clusters Score -3213200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3213221.500000 Penalty: 5123.451660
	Iteration 54Q: 3 clusters Score -3213222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3213246.250000 Penalty: 5123.451660
	Iteration 55Q: 3 clusters Score -3213246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3213266.250000 Penalty: 5123.451660
	Iteration 56Q: 3 clusters Score -3213266 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3213270.000000 Penalty: 5123.451660
	Iteration 57Q: 3 clusters Score -3213270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -3213280.750000 Penalty: 5123.451660
	Iteration 58Q: 3 clusters Score -3213281 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -3213295.250000 Penalty: 5123.451660
	Iteration 59Q: 3 clusters Score -3213295 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3213298.750000 Penalty: 5123.451660
	Iteration 60F: 3 clusters Score -3213299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3213304.000000 Penalty: 5123.451660
	Iteration 61Q: 3 clusters Score -3213304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3213312.750000 Penalty: 5123.451660
	Iteration 62Q: 3 clusters Score -3213313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3213316.500000 Penalty: 5123.451660
	Iteration 63Q: 3 clusters Score -3213316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3213318.250000 Penalty: 5123.451660
	Iteration 64Q: 3 clusters Score -3213318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3213326.500000 Penalty: 5123.451660
	Iteration 65Q: 3 clusters Score -3213326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3213336.000000 Penalty: 5123.451660
	Iteration 66Q: 3 clusters Score -3213336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3213338.500000 Penalty: 5123.451660
	Iteration 67Q: 3 clusters Score -3213338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3213336.750000 Penalty: 5123.451660
	Iteration 68Q: 3 clusters Score -3213337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3213337.750000 Penalty: 5123.451660
	Iteration 69Q: 3 clusters Score -3213338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3213341.250000 Penalty: 5123.451660
	Iteration 70Q: 3 clusters Score -3213341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -3213342.000000 Penalty: 5123.451660
	Iteration 71Q: 3 clusters Score -3213342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3213342.250000 Penalty: 5123.451660
	Iteration 72Q: 3 clusters Score -3213342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -3213344.750000 Penalty: 5123.451660
	Iteration 73Q: 3 clusters Score -3213345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3213352.250000 Penalty: 5123.451660
	Iteration 74Q: 3 clusters Score -3213352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -3213348.750000 Penalty: 5123.451660
	Iteration 75Q: 3 clusters Score -3213349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3213350.000000 Penalty: 5123.451660
	Iteration 76Q: 3 clusters Score -3213350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3213347.750000 Penalty: 5123.451660
	Iteration 77Q: 3 clusters Score -3213348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3213347.000000 Penalty: 5123.451660
	Iteration 78Q: 3 clusters Score -3213347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3213342.500000 Penalty: 5123.451660
	Iteration 79Q: 3 clusters Score -3213342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3213341.500000 Penalty: 5123.451660
	Iteration 80F: 3 clusters Score -3213342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3213346.250000 Penalty: 5123.451660
	Iteration 81Q: 3 clusters Score -3213346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3213347.000000 Penalty: 5123.451660
	Iteration 82Q: 3 clusters Score -3213347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -3213348.500000 Penalty: 5123.451660
	Iteration 83Q: 3 clusters Score -3213348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3213349.750000 Penalty: 5123.451660
	Iteration 84Q: 3 clusters Score -3213350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3213349.250000 Penalty: 5123.451660
	Iteration 85Q: 3 clusters Score -3213349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3213354.000000 Penalty: 5123.451660
	Iteration 86Q: 3 clusters Score -3213354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3213354.250000 Penalty: 5123.451660
	Iteration 87Q: 3 clusters Score -3213354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3213352.000000 Penalty: 5123.451660
	Iteration 88Q: 3 clusters Score -3213352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3213351.500000 Penalty: 5123.451660
	Iteration 89Q: 3 clusters Score -3213352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3213348.750000 Penalty: 5123.451660
	Iteration 90Q: 3 clusters Score -3213349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3213348.750000 Penalty: 5123.451660
	Iteration 91F: 3 clusters Score -3213349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -54597.585938 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -54597.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52977.417969 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -52977.42 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53257.675781 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -53257.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -53390.742188 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -53390.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53471.796875 Penalty: 3185.930420
	Iteration 3Q: 3 clusters Score -53471.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53527.234375 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -53527.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53591.425781 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -53591.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53686.546875 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -53686.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53912.472656 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -53912.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54208.070312 Penalty: 3185.930420
	Iteration 8F: 3 clusters Score -54208.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54357.500000 Penalty: 3185.930420
	Iteration 9F: 3 clusters Score -54357.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54459.769531 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -54459.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54542.519531 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -54542.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -54555.800781 Penalty: 3185.930420
	Iteration 12Q: 3 clusters Score -54555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54565.714844 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -54565.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -54565.714844 Penalty: 3185.930420
	Iteration 14F: 3 clusters Score -54565.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -62221.386719 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -62221.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60581.363281 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -60581.36 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60823.609375 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -60823.61 nChanged 29
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: -60886.710938 Penalty: 3224.639648
	Iteration 2Q: 3 clusters Score -60886.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61000.859375 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -61000.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61098.121094 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -61098.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61128.417969 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -61128.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61139.492188 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -61139.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61150.281250 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -61150.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61157.949219 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -61157.95 nChanged 3
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: -61160.656250 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -61160.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61161.996094 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -61162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61161.996094 Penalty: 3224.639648
	Iteration 11F: 3 clusters Score -61162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Entering Unmasked Estep 
Score: -671435.625000 Penalty: 2176.872070
	Iteration 0F: 2 clusters Score -671435.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -665997.687500 Penalty: 4353.744141
	Iteration 0F: 3 clusters Score -665997.7 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -667447.437500 Penalty: 4353.744141
	Iteration 1F: 3 clusters Score -667447.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -667673.625000 Penalty: 4353.744141
	Iteration 2F: 3 clusters Score -667673.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -667798.687500 Penalty: 4353.744141
	Iteration 3Q: 3 clusters Score -667798.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -667877.812500 Penalty: 4353.744141
	Iteration 4Q: 3 clusters Score -667877.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -667940.125000 Penalty: 4353.744141
	Iteration 5Q: 3 clusters Score -667940.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -667996.437500 Penalty: 4353.744141
	Iteration 6Q: 3 clusters Score -667996.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -668041.687500 Penalty: 4353.744141
	Iteration 7Q: 3 clusters Score -668041.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -668079.312500 Penalty: 4353.744141
	Iteration 8Q: 3 clusters Score -668079.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -668118.875000 Penalty: 4353.744141
	Iteration 9Q: 3 clusters Score -668118.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -668163.500000 Penalty: 4353.744141
	Iteration 10Q: 3 clusters Score -668163.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -668207.437500 Penalty: 4353.744141
	Iteration 11Q: 3 clusters Score -668207.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -668244.187500 Penalty: 4353.744141
	Iteration 12Q: 3 clusters Score -668244.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -668283.125000 Penalty: 4353.744141
	Iteration 13Q: 3 clusters Score -668283.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -668331.500000 Penalty: 4353.744141
	Iteration 14Q: 3 clusters Score -668331.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -668376.562500 Penalty: 4353.744141
	Iteration 15Q: 3 clusters Score -668376.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -668430.000000 Penalty: 4353.744141
	Iteration 16Q: 3 clusters Score -668430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -668487.812500 Penalty: 4353.744141
	Iteration 17Q: 3 clusters Score -668487.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -668556.750000 Penalty: 4353.744141
	Iteration 18Q: 3 clusters Score -668556.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -668638.875000 Penalty: 4353.744141
	Iteration 19Q: 3 clusters Score -668638.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -668724.625000 Penalty: 4353.744141
	Iteration 20F: 3 clusters Score -668724.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -668812.000000 Penalty: 4353.744141
	Iteration 21Q: 3 clusters Score -668812 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -668904.687500 Penalty: 4353.744141
	Iteration 22Q: 3 clusters Score -668904.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -669018.250000 Penalty: 4353.744141
	Iteration 23Q: 3 clusters Score -669018.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -669117.437500 Penalty: 4353.744141
	Iteration 24Q: 3 clusters Score -669117.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -669203.125000 Penalty: 4353.744141
	Iteration 25Q: 3 clusters Score -669203.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -669282.687500 Penalty: 4353.744141
	Iteration 26Q: 3 clusters Score -669282.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -669348.562500 Penalty: 4353.744141
	Iteration 27Q: 3 clusters Score -669348.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -669408.750000 Penalty: 4353.744141
	Iteration 28Q: 3 clusters Score -669408.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -669457.500000 Penalty: 4353.744141
	Iteration 29Q: 3 clusters Score -669457.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -669498.062500 Penalty: 4353.744141
	Iteration 30Q: 3 clusters Score -669498.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -669529.750000 Penalty: 4353.744141
	Iteration 31Q: 3 clusters Score -669529.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -669559.437500 Penalty: 4353.744141
	Iteration 32Q: 3 clusters Score -669559.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -669594.125000 Penalty: 4353.744141
	Iteration 33Q: 3 clusters Score -669594.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -669618.312500 Penalty: 4353.744141
	Iteration 34Q: 3 clusters Score -669618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -669636.187500 Penalty: 4353.744141
	Iteration 35Q: 3 clusters Score -669636.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -669652.812500 Penalty: 4353.744141
	Iteration 36Q: 3 clusters Score -669652.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -669666.062500 Penalty: 4353.744141
	Iteration 37Q: 3 clusters Score -669666.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -669674.625000 Penalty: 4353.744141
	Iteration 38Q: 3 clusters Score -669674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -669677.187500 Penalty: 4353.744141
	Iteration 39Q: 3 clusters Score -669677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -669680.437500 Penalty: 4353.744141
	Iteration 40F: 3 clusters Score -669680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -669682.437500 Penalty: 4353.744141
	Iteration 41Q: 3 clusters Score -669682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -669682.812500 Penalty: 4353.744141
	Iteration 42Q: 3 clusters Score -669682.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -669684.562500 Penalty: 4353.744141
	Iteration 43Q: 3 clusters Score -669684.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -669685.437500 Penalty: 4353.744141
	Iteration 44Q: 3 clusters Score -669685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -669685.437500 Penalty: 4353.744141
	Iteration 45F: 3 clusters Score -669685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Entering Unmasked Estep 
Score: -4567655.500000 Penalty: 2646.494141
	Iteration 0F: 2 clusters Score -4567656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4538574.500000 Penalty: 5292.988281
	Iteration 0F: 3 clusters Score -4538574 nChanged 19660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4549390.500000 Penalty: 5292.988281
	Iteration 1F: 3 clusters Score -4549390 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -4549895.000000 Penalty: 5292.988281
	Iteration 2Q: 3 clusters Score -4549895 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -4550461.500000 Penalty: 5292.988281
	Iteration 3Q: 3 clusters Score -4550462 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4551274.500000 Penalty: 5292.988281
	Iteration 4Q: 3 clusters Score -4551274 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4552433.500000 Penalty: 5292.988281
	Iteration 5F: 3 clusters Score -4552434 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4554241.000000 Penalty: 5292.988281
	Iteration 6F: 3 clusters Score -4554241 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4556760.500000 Penalty: 5292.988281
	Iteration 7F: 3 clusters Score -4556760 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4559616.000000 Penalty: 5292.988281
	Iteration 8F: 3 clusters Score -4559616 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -4562050.000000 Penalty: 5292.988281
	Iteration 9F: 3 clusters Score -4562050 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -4563584.500000 Penalty: 5292.988281
	Iteration 10Q: 3 clusters Score -4563584 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -4564401.500000 Penalty: 5292.988281
	Iteration 11Q: 3 clusters Score -4564402 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -4564776.500000 Penalty: 5292.988281
	Iteration 12Q: 3 clusters Score -4564776 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -4564972.000000 Penalty: 5292.988281
	Iteration 13Q: 3 clusters Score -4564972 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -4565112.000000 Penalty: 5292.988281
	Iteration 14Q: 3 clusters Score -4565112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -4565182.500000 Penalty: 5292.988281
	Iteration 15Q: 3 clusters Score -4565182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -4565222.500000 Penalty: 5292.988281
	Iteration 16Q: 3 clusters Score -4565222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -4565251.500000 Penalty: 5292.988281
	Iteration 17Q: 3 clusters Score -4565252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -4565280.500000 Penalty: 5292.988281
	Iteration 18Q: 3 clusters Score -4565280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -4565311.500000 Penalty: 5292.988281
	Iteration 19Q: 3 clusters Score -4565312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -4565317.000000 Penalty: 5292.988281
	Iteration 20F: 3 clusters Score -4565317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -4565332.000000 Penalty: 5292.988281
	Iteration 21Q: 3 clusters Score -4565332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -4565342.500000 Penalty: 5292.988281
	Iteration 22Q: 3 clusters Score -4565342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -4565345.500000 Penalty: 5292.988281
	Iteration 23Q: 3 clusters Score -4565346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -4565351.000000 Penalty: 5292.988281
	Iteration 24Q: 3 clusters Score -4565351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -4565350.500000 Penalty: 5292.988281
	Iteration 25Q: 3 clusters Score -4565350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -4565353.500000 Penalty: 5292.988281
	Iteration 26Q: 3 clusters Score -4565354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -4565358.000000 Penalty: 5292.988281
	Iteration 27Q: 3 clusters Score -4565358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -4565358.000000 Penalty: 5292.988281
	Iteration 28Q: 3 clusters Score -4565358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -4565357.500000 Penalty: 5292.988281
	Iteration 29Q: 3 clusters Score -4565358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -4565361.500000 Penalty: 5292.988281
	Iteration 30Q: 3 clusters Score -4565362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -4565364.000000 Penalty: 5292.988281
	Iteration 31Q: 3 clusters Score -4565364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -4565367.000000 Penalty: 5292.988281
	Iteration 32Q: 3 clusters Score -4565367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -4565366.500000 Penalty: 5292.988281
	Iteration 33Q: 3 clusters Score -4565366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -4565372.500000 Penalty: 5292.988281
	Iteration 34Q: 3 clusters Score -4565372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -4565376.500000 Penalty: 5292.988281
	Iteration 35Q: 3 clusters Score -4565376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -4565375.000000 Penalty: 5292.988281
	Iteration 36Q: 3 clusters Score -4565375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -4565375.000000 Penalty: 5292.988281
	Iteration 37F: 3 clusters Score -4565375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -696609.562500 Penalty: 2178.282227
	Iteration 0F: 2 clusters Score -696609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -691182.250000 Penalty: 4356.564453
	Iteration 0F: 3 clusters Score -691182.2 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -692613.687500 Penalty: 4356.564453
	Iteration 1F: 3 clusters Score -692613.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -692891.812500 Penalty: 4356.564453
	Iteration 2F: 3 clusters Score -692891.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -693119.312500 Penalty: 4356.564453
	Iteration 3F: 3 clusters Score -693119.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -693307.687500 Penalty: 4356.564453
	Iteration 4Q: 3 clusters Score -693307.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -693488.312500 Penalty: 4356.564453
	Iteration 5Q: 3 clusters Score -693488.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -693639.875000 Penalty: 4356.564453
	Iteration 6Q: 3 clusters Score -693639.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -693789.562500 Penalty: 4356.564453
	Iteration 7Q: 3 clusters Score -693789.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -693905.250000 Penalty: 4356.564453
	Iteration 8Q: 3 clusters Score -693905.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -693993.437500 Penalty: 4356.564453
	Iteration 9Q: 3 clusters Score -693993.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -694078.437500 Penalty: 4356.564453
	Iteration 10Q: 3 clusters Score -694078.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -694163.437500 Penalty: 4356.564453
	Iteration 11Q: 3 clusters Score -694163.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -694239.937500 Penalty: 4356.564453
	Iteration 12Q: 3 clusters Score -694239.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -694313.875000 Penalty: 4356.564453
	Iteration 13Q: 3 clusters Score -694313.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -694375.250000 Penalty: 4356.564453
	Iteration 14Q: 3 clusters Score -694375.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -694419.312500 Penalty: 4356.564453
	Iteration 15Q: 3 clusters Score -694419.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -694456.500000 Penalty: 4356.564453
	Iteration 16Q: 3 clusters Score -694456.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -694493.625000 Penalty: 4356.564453
	Iteration 17Q: 3 clusters Score -694493.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -694530.000000 Penalty: 4356.564453
	Iteration 18Q: 3 clusters Score -694530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -694561.375000 Penalty: 4356.564453
	Iteration 19Q: 3 clusters Score -694561.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -694593.250000 Penalty: 4356.564453
	Iteration 20F: 3 clusters Score -694593.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -694631.562500 Penalty: 4356.564453
	Iteration 21Q: 3 clusters Score -694631.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -694685.375000 Penalty: 4356.564453
	Iteration 22Q: 3 clusters Score -694685.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -694746.875000 Penalty: 4356.564453
	Iteration 23Q: 3 clusters Score -694746.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -694787.125000 Penalty: 4356.564453
	Iteration 24Q: 3 clusters Score -694787.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -694813.375000 Penalty: 4356.564453
	Iteration 25Q: 3 clusters Score -694813.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -694837.062500 Penalty: 4356.564453
	Iteration 26Q: 3 clusters Score -694837.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -694858.625000 Penalty: 4356.564453
	Iteration 27Q: 3 clusters Score -694858.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -694878.125000 Penalty: 4356.564453
	Iteration 28Q: 3 clusters Score -694878.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -694892.625000 Penalty: 4356.564453
	Iteration 29Q: 3 clusters Score -694892.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -694909.062500 Penalty: 4356.564453
	Iteration 30Q: 3 clusters Score -694909.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -694926.500000 Penalty: 4356.564453
	Iteration 31Q: 3 clusters Score -694926.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -694940.562500 Penalty: 4356.564453
	Iteration 32Q: 3 clusters Score -694940.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -694949.062500 Penalty: 4356.564453
	Iteration 33Q: 3 clusters Score -694949.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -694955.875000 Penalty: 4356.564453
	Iteration 34Q: 3 clusters Score -694955.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -694960.187500 Penalty: 4356.564453
	Iteration 35Q: 3 clusters Score -694960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -694961.875000 Penalty: 4356.564453
	Iteration 36Q: 3 clusters Score -694961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -694964.937500 Penalty: 4356.564453
	Iteration 37Q: 3 clusters Score -694964.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -694967.000000 Penalty: 4356.564453
	Iteration 38Q: 3 clusters Score -694967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -694968.250000 Penalty: 4356.564453
	Iteration 39Q: 3 clusters Score -694968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -694968.000000 Penalty: 4356.564453
	Iteration 40F: 3 clusters Score -694968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -8631.521484 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -8631.521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7770.437988 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -7770.438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7786.716797 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -7786.717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7786.716797 Penalty: 2308.364258
	Iteration 2F: 3 clusters Score -7786.717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -129175.382812 Penalty: 1780.279297
	Iteration 0F: 2 clusters Score -129175.4 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 683 members 
Entering Unmasked Estep 
Score: -127033.125000 Penalty: 3560.558594
	Iteration 0F: 3 clusters Score -127033.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -127352.101562 Penalty: 3560.558594
	Iteration 1F: 3 clusters Score -127352.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127419.773438 Penalty: 3560.558594
	Iteration 2F: 3 clusters Score -127419.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -127451.859375 Penalty: 3560.558594
	Iteration 3Q: 3 clusters Score -127451.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -127470.117188 Penalty: 3560.558594
	Iteration 4Q: 3 clusters Score -127470.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -127492.937500 Penalty: 3560.558594
	Iteration 5Q: 3 clusters Score -127492.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -127509.507812 Penalty: 3560.558594
	Iteration 6Q: 3 clusters Score -127509.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -127518.640625 Penalty: 3560.558594
	Iteration 7Q: 3 clusters Score -127518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -127527.804688 Penalty: 3560.558594
	Iteration 8Q: 3 clusters Score -127527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -127533.531250 Penalty: 3560.558594
	Iteration 9Q: 3 clusters Score -127533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -127537.078125 Penalty: 3560.558594
	Iteration 10Q: 3 clusters Score -127537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -127538.179688 Penalty: 3560.558594
	Iteration 11Q: 3 clusters Score -127538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -127540.460938 Penalty: 3560.558594
	Iteration 12Q: 3 clusters Score -127540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -127542.679688 Penalty: 3560.558594
	Iteration 13Q: 3 clusters Score -127542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -127543.429688 Penalty: 3560.558594
	Iteration 14Q: 3 clusters Score -127543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -127544.296875 Penalty: 3560.558594
	Iteration 15Q: 3 clusters Score -127544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -127546.078125 Penalty: 3560.558594
	Iteration 16Q: 3 clusters Score -127546.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -127546.078125 Penalty: 3560.558594
	Iteration 17F: 3 clusters Score -127546.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Entering Unmasked Estep 
Score: -2327573.000000 Penalty: 2476.719238
	Iteration 0F: 2 clusters Score -2327573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2312304.250000 Penalty: 4953.438477
	Iteration 0F: 3 clusters Score -2312304 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2317490.750000 Penalty: 4953.438477
	Iteration 1F: 3 clusters Score -2317491 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2317873.750000 Penalty: 4953.438477
	Iteration 2Q: 3 clusters Score -2317874 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2318195.000000 Penalty: 4953.438477
	Iteration 3Q: 3 clusters Score -2318195 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2318511.500000 Penalty: 4953.438477
	Iteration 4Q: 3 clusters Score -2318512 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2318852.000000 Penalty: 4953.438477
	Iteration 5Q: 3 clusters Score -2318852 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2319213.250000 Penalty: 4953.438477
	Iteration 6Q: 3 clusters Score -2319213 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2319643.500000 Penalty: 4953.438477
	Iteration 7Q: 3 clusters Score -2319644 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2320237.750000 Penalty: 4953.438477
	Iteration 8Q: 3 clusters Score -2320238 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2321073.500000 Penalty: 4953.438477
	Iteration 9F: 3 clusters Score -2321074 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2322029.750000 Penalty: 4953.438477
	Iteration 10F: 3 clusters Score -2322030 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2322814.000000 Penalty: 4953.438477
	Iteration 11F: 3 clusters Score -2322814 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2323320.000000 Penalty: 4953.438477
	Iteration 12Q: 3 clusters Score -2323320 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2323575.250000 Penalty: 4953.438477
	Iteration 13Q: 3 clusters Score -2323575 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2323704.750000 Penalty: 4953.438477
	Iteration 14Q: 3 clusters Score -2323705 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2323779.750000 Penalty: 4953.438477
	Iteration 15Q: 3 clusters Score -2323780 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2323847.500000 Penalty: 4953.438477
	Iteration 16Q: 3 clusters Score -2323848 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2323876.250000 Penalty: 4953.438477
	Iteration 17Q: 3 clusters Score -2323876 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2323924.000000 Penalty: 4953.438477
	Iteration 18Q: 3 clusters Score -2323924 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2323953.500000 Penalty: 4953.438477
	Iteration 19Q: 3 clusters Score -2323954 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2323978.500000 Penalty: 4953.438477
	Iteration 20F: 3 clusters Score -2323978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2324006.750000 Penalty: 4953.438477
	Iteration 21Q: 3 clusters Score -2324007 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2324022.250000 Penalty: 4953.438477
	Iteration 22Q: 3 clusters Score -2324022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2324038.000000 Penalty: 4953.438477
	Iteration 23Q: 3 clusters Score -2324038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2324056.500000 Penalty: 4953.438477
	Iteration 24Q: 3 clusters Score -2324056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2324083.500000 Penalty: 4953.438477
	Iteration 25Q: 3 clusters Score -2324084 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2324102.500000 Penalty: 4953.438477
	Iteration 26Q: 3 clusters Score -2324102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2324112.500000 Penalty: 4953.438477
	Iteration 27Q: 3 clusters Score -2324112 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2324128.750000 Penalty: 4953.438477
	Iteration 28Q: 3 clusters Score -2324129 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2324148.250000 Penalty: 4953.438477
	Iteration 29Q: 3 clusters Score -2324148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2324153.500000 Penalty: 4953.438477
	Iteration 30Q: 3 clusters Score -2324154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2324165.000000 Penalty: 4953.438477
	Iteration 31Q: 3 clusters Score -2324165 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2324175.250000 Penalty: 4953.438477
	Iteration 32Q: 3 clusters Score -2324175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2324194.000000 Penalty: 4953.438477
	Iteration 33Q: 3 clusters Score -2324194 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2324199.000000 Penalty: 4953.438477
	Iteration 34Q: 3 clusters Score -2324199 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2324197.500000 Penalty: 4953.438477
	Iteration 35Q: 3 clusters Score -2324198 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2324205.250000 Penalty: 4953.438477
	Iteration 36Q: 3 clusters Score -2324205 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2324213 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2324228.250000 Penalty: 4953.438477
	Iteration 38Q: 3 clusters Score -2324228 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2324246.000000 Penalty: 4953.438477
	Iteration 39Q: 3 clusters Score -2324246 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2324260.750000 Penalty: 4953.438477
	Iteration 40F: 3 clusters Score -2324261 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2324266.750000 Penalty: 4953.438477
	Iteration 41Q: 3 clusters Score -2324267 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2324289.250000 Penalty: 4953.438477
	Iteration 42Q: 3 clusters Score -2324289 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2324310.500000 Penalty: 4953.438477
	Iteration 43Q: 3 clusters Score -2324310 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2324324.250000 Penalty: 4953.438477
	Iteration 44Q: 3 clusters Score -2324324 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2324339.750000 Penalty: 4953.438477
	Iteration 45Q: 3 clusters Score -2324340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2324355.000000 Penalty: 4953.438477
	Iteration 46Q: 3 clusters Score -2324355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2324370.750000 Penalty: 4953.438477
	Iteration 47Q: 3 clusters Score -2324371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2324375.000000 Penalty: 4953.438477
	Iteration 48Q: 3 clusters Score -2324375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2324386.500000 Penalty: 4953.438477
	Iteration 49Q: 3 clusters Score -2324386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2324403.250000 Penalty: 4953.438477
	Iteration 50Q: 3 clusters Score -2324403 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2324413.750000 Penalty: 4953.438477
	Iteration 51Q: 3 clusters Score -2324414 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -2324418.750000 Penalty: 4953.438477
	Iteration 52Q: 3 clusters Score -2324419 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2324433.000000 Penalty: 4953.438477
	Iteration 53Q: 3 clusters Score -2324433 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2324445.000000 Penalty: 4953.438477
	Iteration 54Q: 3 clusters Score -2324445 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2324460.250000 Penalty: 4953.438477
	Iteration 55Q: 3 clusters Score -2324460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2324467.500000 Penalty: 4953.438477
	Iteration 56Q: 3 clusters Score -2324468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2324488.000000 Penalty: 4953.438477
	Iteration 57Q: 3 clusters Score -2324488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2324498.500000 Penalty: 4953.438477
	Iteration 58Q: 3 clusters Score -2324498 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2324516.500000 Penalty: 4953.438477
	Iteration 59Q: 3 clusters Score -2324516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2324533.500000 Penalty: 4953.438477
	Iteration 60F: 3 clusters Score -2324534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2324551.750000 Penalty: 4953.438477
	Iteration 61Q: 3 clusters Score -2324552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2324569.750000 Penalty: 4953.438477
	Iteration 62Q: 3 clusters Score -2324570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2324594.500000 Penalty: 4953.438477
	Iteration 63Q: 3 clusters Score -2324594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2324604.000000 Penalty: 4953.438477
	Iteration 64Q: 3 clusters Score -2324604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2324624.750000 Penalty: 4953.438477
	Iteration 65Q: 3 clusters Score -2324625 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2324644.000000 Penalty: 4953.438477
	Iteration 66Q: 3 clusters Score -2324644 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2324656.750000 Penalty: 4953.438477
	Iteration 67Q: 3 clusters Score -2324657 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2324670.000000 Penalty: 4953.438477
	Iteration 68Q: 3 clusters Score -2324670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2324682.500000 Penalty: 4953.438477
	Iteration 69Q: 3 clusters Score -2324682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2324705.750000 Penalty: 4953.438477
	Iteration 70Q: 3 clusters Score -2324706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2324717.750000 Penalty: 4953.438477
	Iteration 71Q: 3 clusters Score -2324718 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2324742.500000 Penalty: 4953.438477
	Iteration 72Q: 3 clusters Score -2324742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2324766.250000 Penalty: 4953.438477
	Iteration 73Q: 3 clusters Score -2324766 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2324786.250000 Penalty: 4953.438477
	Iteration 74Q: 3 clusters Score -2324786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2324807.750000 Penalty: 4953.438477
	Iteration 75Q: 3 clusters Score -2324808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2324826.500000 Penalty: 4953.438477
	Iteration 76Q: 3 clusters Score -2324826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2324851.000000 Penalty: 4953.438477
	Iteration 77Q: 3 clusters Score -2324851 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2324862.750000 Penalty: 4953.438477
	Iteration 78Q: 3 clusters Score -2324863 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2324885.000000 Penalty: 4953.438477
	Iteration 79Q: 3 clusters Score -2324885 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2324908.250000 Penalty: 4953.438477
	Iteration 80F: 3 clusters Score -2324908 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2324930.250000 Penalty: 4953.438477
	Iteration 81Q: 3 clusters Score -2324930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2324947.500000 Penalty: 4953.438477
	Iteration 82Q: 3 clusters Score -2324948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2324964.750000 Penalty: 4953.438477
	Iteration 83Q: 3 clusters Score -2324965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2324980.250000 Penalty: 4953.438477
	Iteration 84Q: 3 clusters Score -2324980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2324997.500000 Penalty: 4953.438477
	Iteration 85Q: 3 clusters Score -2324998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2325004.500000 Penalty: 4953.438477
	Iteration 86Q: 3 clusters Score -2325004 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2325023.500000 Penalty: 4953.438477
	Iteration 87Q: 3 clusters Score -2325024 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2325035.750000 Penalty: 4953.438477
	Iteration 88Q: 3 clusters Score -2325036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2325048.000000 Penalty: 4953.438477
	Iteration 89Q: 3 clusters Score -2325048 nChanged 68
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Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2325064.500000 Penalty: 4953.438477
	Iteration 90Q: 3 clusters Score -2325064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2325090.250000 Penalty: 4953.438477
	Iteration 91Q: 3 clusters Score -2325090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2325107.250000 Penalty: 4953.438477
	Iteration 92Q: 3 clusters Score -2325107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2325117.750000 Penalty: 4953.438477
	Iteration 93Q: 3 clusters Score -2325118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2325131.500000 Penalty: 4953.438477
	Iteration 94Q: 3 clusters Score -2325132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2325140.000000 Penalty: 4953.438477
	Iteration 95Q: 3 clusters Score -2325140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2325149.000000 Penalty: 4953.438477
	Iteration 96Q: 3 clusters Score -2325149 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2325177.000000 Penalty: 4953.438477
	Iteration 97Q: 3 clusters Score -2325177 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2325196.250000 Penalty: 4953.438477
	Iteration 98Q: 3 clusters Score -2325196 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2325206.750000 Penalty: 4953.438477
	Iteration 99Q: 3 clusters Score -2325207 nChanged 50
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Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2325226.250000 Penalty: 4953.438477
	Iteration 100F: 3 clusters Score -2325226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2325237.500000 Penalty: 4953.438477
	Iteration 101Q: 3 clusters Score -2325238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2325252.500000 Penalty: 4953.438477
	Iteration 102Q: 3 clusters Score -2325252 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2325275.250000 Penalty: 4953.438477
	Iteration 103Q: 3 clusters Score -2325275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2325294.000000 Penalty: 4953.438477
	Iteration 104Q: 3 clusters Score -2325294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2325308.250000 Penalty: 4953.438477
	Iteration 105Q: 3 clusters Score -2325308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2325324.500000 Penalty: 4953.438477
	Iteration 106Q: 3 clusters Score -2325324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2325338.250000 Penalty: 4953.438477
	Iteration 107Q: 3 clusters Score -2325338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2325354.750000 Penalty: 4953.438477
	Iteration 108Q: 3 clusters Score -2325355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2325377.500000 Penalty: 4953.438477
	Iteration 109Q: 3 clusters Score -2325378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2325387.500000 Penalty: 4953.438477
	Iteration 110Q: 3 clusters Score -2325388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2325398.500000 Penalty: 4953.438477
	Iteration 111Q: 3 clusters Score -2325398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2325406.250000 Penalty: 4953.438477
	Iteration 112Q: 3 clusters Score -2325406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2325417.250000 Penalty: 4953.438477
	Iteration 113Q: 3 clusters Score -2325417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2325421.750000 Penalty: 4953.438477
	Iteration 114Q: 3 clusters Score -2325422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2325430.000000 Penalty: 4953.438477
	Iteration 115Q: 3 clusters Score -2325430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2325440.750000 Penalty: 4953.438477
	Iteration 116Q: 3 clusters Score -2325441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2325449.250000 Penalty: 4953.438477
	Iteration 117Q: 3 clusters Score -2325449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2325458.250000 Penalty: 4953.438477
	Iteration 118Q: 3 clusters Score -2325458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2325474.750000 Penalty: 4953.438477
	Iteration 119Q: 3 clusters Score -2325475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2325479.250000 Penalty: 4953.438477
	Iteration 120F: 3 clusters Score -2325479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2325491.000000 Penalty: 4953.438477
	Iteration 121Q: 3 clusters Score -2325491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2325493.250000 Penalty: 4953.438477
	Iteration 122Q: 3 clusters Score -2325493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2325502.500000 Penalty: 4953.438477
	Iteration 123Q: 3 clusters Score -2325502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2325502.500000 Penalty: 4953.438477
	Iteration 124Q: 3 clusters Score -2325502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2325504.500000 Penalty: 4953.438477
	Iteration 125Q: 3 clusters Score -2325504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2325512.500000 Penalty: 4953.438477
	Iteration 126Q: 3 clusters Score -2325512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2325510.250000 Penalty: 4953.438477
	Iteration 127Q: 3 clusters Score -2325510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2325508.500000 Penalty: 4953.438477
	Iteration 128Q: 3 clusters Score -2325508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2325515.250000 Penalty: 4953.438477
	Iteration 129Q: 3 clusters Score -2325515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2325510.500000 Penalty: 4953.438477
	Iteration 130Q: 3 clusters Score -2325510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2325511.750000 Penalty: 4953.438477
	Iteration 131Q: 3 clusters Score -2325512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2325511.000000 Penalty: 4953.438477
	Iteration 132Q: 3 clusters Score -2325511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2325511.250000 Penalty: 4953.438477
	Iteration 133Q: 3 clusters Score -2325511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2325513.750000 Penalty: 4953.438477
	Iteration 134Q: 3 clusters Score -2325514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2325513.250000 Penalty: 4953.438477
	Iteration 135Q: 3 clusters Score -2325513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2325512.250000 Penalty: 4953.438477
	Iteration 136Q: 3 clusters Score -2325512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2325520.000000 Penalty: 4953.438477
	Iteration 137Q: 3 clusters Score -2325520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2325521.750000 Penalty: 4953.438477
	Iteration 138Q: 3 clusters Score -2325522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2325520.500000 Penalty: 4953.438477
	Iteration 139Q: 3 clusters Score -2325520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2325521.750000 Penalty: 4953.438477
	Iteration 140F: 3 clusters Score -2325522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2325519.750000 Penalty: 4953.438477
	Iteration 141Q: 3 clusters Score -2325520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2325522.000000 Penalty: 4953.438477
	Iteration 142Q: 3 clusters Score -2325522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2325521.500000 Penalty: 4953.438477
	Iteration 143Q: 3 clusters Score -2325522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2325527.500000 Penalty: 4953.438477
	Iteration 144Q: 3 clusters Score -2325528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2325528.250000 Penalty: 4953.438477
	Iteration 145Q: 3 clusters Score -2325528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2325528.250000 Penalty: 4953.438477
	Iteration 146F: 3 clusters Score -2325528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208058 members 
Entering Unmasked Estep 
Score: -21800634.000000 Penalty: 3036.901855
	Iteration 0F: 2 clusters Score -2.180063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -21666802.000000 Penalty: 6073.803711
	Iteration 0F: 3 clusters Score -2.16668e+07 nChanged 100189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100256 members 
Mstep: Class 2 contains 107802 members 
Entering Unmasked Estep 
Score: -21725594.000000 Penalty: 6073.803711
	Iteration 1F: 3 clusters Score -2.172559e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98088 members 
Mstep: Class 2 contains 109970 members 
Entering Unmasked Estep 
Score: -21726648.000000 Penalty: 6073.803711
	Iteration 2Q: 3 clusters Score -2.172665e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -21727842.000000 Penalty: 6073.803711
	Iteration 3Q: 3 clusters Score -2.172784e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -21729706.000000 Penalty: 6073.803711
	Iteration 4Q: 3 clusters Score -2.172971e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 125526 members 
Entering Unmasked Estep 
Score: -21732686.000000 Penalty: 6073.803711
	Iteration 5Q: 3 clusters Score -2.173269e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 136308 members 
Entering Unmasked Estep 
Score: -21738254.000000 Penalty: 6073.803711
	Iteration 6F: 3 clusters Score -2.173825e+07 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 150887 members 
Entering Unmasked Estep 
Score: -21748218.000000 Penalty: 6073.803711
	Iteration 7F: 3 clusters Score -2.174822e+07 nChanged 17704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -21763026.000000 Penalty: 6073.803711
	Iteration 8F: 3 clusters Score -2.176303e+07 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 185112 members 
Entering Unmasked Estep 
Score: -21778402.000000 Penalty: 6073.803711
	Iteration 9F: 3 clusters Score -2.17784e+07 nChanged 11830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 196936 members 
Entering Unmasked Estep 
Score: -21790102.000000 Penalty: 6073.803711
	Iteration 10F: 3 clusters Score -2.17901e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 203442 members 
Entering Unmasked Estep 
Score: -21794994.000000 Penalty: 6073.803711
	Iteration 11Q: 3 clusters Score -2.179499e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 206286 members 
Entering Unmasked Estep 
Score: -21796696.000000 Penalty: 6073.803711
	Iteration 12Q: 3 clusters Score -2.17967e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 207267 members 
Entering Unmasked Estep 
Score: -21797428.000000 Penalty: 6073.803711
	Iteration 13Q: 3 clusters Score -2.179743e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 207579 members 
Entering Unmasked Estep 
Score: -21797696.000000 Penalty: 6073.803711
	Iteration 14Q: 3 clusters Score -2.17977e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 207667 members 
Entering Unmasked Estep 
Score: -21797804.000000 Penalty: 6073.803711
	Iteration 15Q: 3 clusters Score -2.17978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 207705 members 
Entering Unmasked Estep 
Score: -21797874.000000 Penalty: 6073.803711
	Iteration 16Q: 3 clusters Score -2.179787e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 207727 members 
Entering Unmasked Estep 
Score: -21797918.000000 Penalty: 6073.803711
	Iteration 17Q: 3 clusters Score -2.179792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 207739 members 
Entering Unmasked Estep 
Score: -21797930.000000 Penalty: 6073.803711
	Iteration 18Q: 3 clusters Score -2.179793e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 207745 members 
Entering Unmasked Estep 
Score: -21797956.000000 Penalty: 6073.803711
	Iteration 19Q: 3 clusters Score -2.179796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 207749 members 
Entering Unmasked Estep 
Score: -21797956.000000 Penalty: 6073.803711
	Iteration 20F: 3 clusters Score -2.179796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 207755 members 
Entering Unmasked Estep 
Score: -21797972.000000 Penalty: 6073.803711
	Iteration 21Q: 3 clusters Score -2.179797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207757 members 
Entering Unmasked Estep 
Score: -21797972.000000 Penalty: 6073.803711
	Iteration 22Q: 3 clusters Score -2.179797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 207756 members 
Entering Unmasked Estep 
Score: -21797980.000000 Penalty: 6073.803711
	Iteration 23Q: 3 clusters Score -2.179798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207757 members 
Entering Unmasked Estep 
Score: -21797988.000000 Penalty: 6073.803711
	Iteration 24Q: 3 clusters Score -2.179799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 207757 members 
Entering Unmasked Estep 
Score: -21797988.000000 Penalty: 6073.803711
	Iteration 25F: 3 clusters Score -2.179799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Entering Unmasked Estep 
Score: -2881778.500000 Penalty: 2543.542480
	Iteration 0F: 2 clusters Score -2881778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2862329.250000 Penalty: 5087.084961
	Iteration 0F: 3 clusters Score -2862329 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2869107.000000 Penalty: 5087.084961
	Iteration 1F: 3 clusters Score -2869107 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2869585.750000 Penalty: 5087.084961
	Iteration 2Q: 3 clusters Score -2869586 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2870034.500000 Penalty: 5087.084961
	Iteration 3Q: 3 clusters Score -2870034 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2870528.250000 Penalty: 5087.084961
	Iteration 4Q: 3 clusters Score -2870528 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2871064.000000 Penalty: 5087.084961
	Iteration 5Q: 3 clusters Score -2871064 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2871675.000000 Penalty: 5087.084961
	Iteration 6Q: 3 clusters Score -2871675 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2872377.250000 Penalty: 5087.084961
	Iteration 7Q: 3 clusters Score -2872377 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2873136.000000 Penalty: 5087.084961
	Iteration 8F: 3 clusters Score -2873136 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2873924.250000 Penalty: 5087.084961
	Iteration 9F: 3 clusters Score -2873924 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2874703.000000 Penalty: 5087.084961
	Iteration 10Q: 3 clusters Score -2874703 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2875418.750000 Penalty: 5087.084961
	Iteration 11Q: 3 clusters Score -2875419 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2876034.250000 Penalty: 5087.084961
	Iteration 12Q: 3 clusters Score -2876034 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2876435.250000 Penalty: 5087.084961
	Iteration 13Q: 3 clusters Score -2876435 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2876711.750000 Penalty: 5087.084961
	Iteration 14Q: 3 clusters Score -2876712 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2876883.750000 Penalty: 5087.084961
	Iteration 15Q: 3 clusters Score -2876884 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2877013.750000 Penalty: 5087.084961
	Iteration 16Q: 3 clusters Score -2877014 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2877105.250000 Penalty: 5087.084961
	Iteration 17Q: 3 clusters Score -2877105 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2877187.000000 Penalty: 5087.084961
	Iteration 18Q: 3 clusters Score -2877187 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2877278.500000 Penalty: 5087.084961
	Iteration 19Q: 3 clusters Score -2877278 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2877351.000000 Penalty: 5087.084961
	Iteration 20F: 3 clusters Score -2877351 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2877436.000000 Penalty: 5087.084961
	Iteration 21Q: 3 clusters Score -2877436 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2877518.750000 Penalty: 5087.084961
	Iteration 22Q: 3 clusters Score -2877519 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2877612.000000 Penalty: 5087.084961
	Iteration 23Q: 3 clusters Score -2877612 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2877707.500000 Penalty: 5087.084961
	Iteration 24Q: 3 clusters Score -2877708 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2877805.500000 Penalty: 5087.084961
	Iteration 25Q: 3 clusters Score -2877806 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2877909.750000 Penalty: 5087.084961
	Iteration 26Q: 3 clusters Score -2877910 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2877990.000000 Penalty: 5087.084961
	Iteration 27Q: 3 clusters Score -2877990 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2878065.750000 Penalty: 5087.084961
	Iteration 28Q: 3 clusters Score -2878066 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2878147.250000 Penalty: 5087.084961
	Iteration 29Q: 3 clusters Score -2878147 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2878211.250000 Penalty: 5087.084961
	Iteration 30Q: 3 clusters Score -2878211 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2878282.750000 Penalty: 5087.084961
	Iteration 31Q: 3 clusters Score -2878283 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2878367.500000 Penalty: 5087.084961
	Iteration 32Q: 3 clusters Score -2878368 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2878439.500000 Penalty: 5087.084961
	Iteration 33Q: 3 clusters Score -2878440 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2878511.250000 Penalty: 5087.084961
	Iteration 34Q: 3 clusters Score -2878511 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2878578.000000 Penalty: 5087.084961
	Iteration 35Q: 3 clusters Score -2878578 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2878623.000000 Penalty: 5087.084961
	Iteration 36Q: 3 clusters Score -2878623 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2878676.500000 Penalty: 5087.084961
	Iteration 37Q: 3 clusters Score -2878676 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2878717.500000 Penalty: 5087.084961
	Iteration 38Q: 3 clusters Score -2878718 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2878753.000000 Penalty: 5087.084961
	Iteration 39Q: 3 clusters Score -2878753 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2878807.000000 Penalty: 5087.084961
	Iteration 40F: 3 clusters Score -2878807 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2878843.000000 Penalty: 5087.084961
	Iteration 41Q: 3 clusters Score -2878843 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2878896.750000 Penalty: 5087.084961
	Iteration 42Q: 3 clusters Score -2878897 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2878951.500000 Penalty: 5087.084961
	Iteration 43Q: 3 clusters Score -2878952 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2878991.000000 Penalty: 5087.084961
	Iteration 44Q: 3 clusters Score -2878991 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2879025.500000 Penalty: 5087.084961
	Iteration 45Q: 3 clusters Score -2879026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2879079.250000 Penalty: 5087.084961
	Iteration 46Q: 3 clusters Score -2879079 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2879109.750000 Penalty: 5087.084961
	Iteration 47Q: 3 clusters Score -2879110 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2879159.000000 Penalty: 5087.084961
	Iteration 48Q: 3 clusters Score -2879159 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2879202.500000 Penalty: 5087.084961
	Iteration 49Q: 3 clusters Score -2879202 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2879225.500000 Penalty: 5087.084961
	Iteration 50Q: 3 clusters Score -2879226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2879253.250000 Penalty: 5087.084961
	Iteration 51Q: 3 clusters Score -2879253 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2879265.750000 Penalty: 5087.084961
	Iteration 52Q: 3 clusters Score -2879266 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2879293.750000 Penalty: 5087.084961
	Iteration 53Q: 3 clusters Score -2879294 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2879322.750000 Penalty: 5087.084961
	Iteration 54Q: 3 clusters Score -2879323 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2879362.250000 Penalty: 5087.084961
	Iteration 55Q: 3 clusters Score -2879362 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2879380.500000 Penalty: 5087.084961
	Iteration 56Q: 3 clusters Score -2879380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2879401.250000 Penalty: 5087.084961
	Iteration 57Q: 3 clusters Score -2879401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2879414.500000 Penalty: 5087.084961
	Iteration 58Q: 3 clusters Score -2879414 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -2879423.750000 Penalty: 5087.084961
	Iteration 59Q: 3 clusters Score -2879424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2879431.000000 Penalty: 5087.084961
	Iteration 60F: 3 clusters Score -2879431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2879442.750000 Penalty: 5087.084961
	Iteration 61Q: 3 clusters Score -2879443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -2879446.750000 Penalty: 5087.084961
	Iteration 62Q: 3 clusters Score -2879447 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2879455.250000 Penalty: 5087.084961
	Iteration 63Q: 3 clusters Score -2879455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -2879463.750000 Penalty: 5087.084961
	Iteration 64Q: 3 clusters Score -2879464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2879463.250000 Penalty: 5087.084961
	Iteration 65Q: 3 clusters Score -2879463 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2879473.750000 Penalty: 5087.084961
	Iteration 66Q: 3 clusters Score -2879474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -2879484.250000 Penalty: 5087.084961
	Iteration 67Q: 3 clusters Score -2879484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2879490.500000 Penalty: 5087.084961
	Iteration 68Q: 3 clusters Score -2879490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2879487.000000 Penalty: 5087.084961
	Iteration 69Q: 3 clusters Score -2879487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2879493.250000 Penalty: 5087.084961
	Iteration 70Q: 3 clusters Score -2879493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -2879489.500000 Penalty: 5087.084961
	Iteration 71Q: 3 clusters Score -2879490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -2879491.500000 Penalty: 5087.084961
	Iteration 72Q: 3 clusters Score -2879492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2879498.000000 Penalty: 5087.084961
	Iteration 73Q: 3 clusters Score -2879498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2879499.750000 Penalty: 5087.084961
	Iteration 74Q: 3 clusters Score -2879500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2879506.750000 Penalty: 5087.084961
	Iteration 75Q: 3 clusters Score -2879507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2879522.500000 Penalty: 5087.084961
	Iteration 76Q: 3 clusters Score -2879522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2879524.750000 Penalty: 5087.084961
	Iteration 77Q: 3 clusters Score -2879525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -2879542.000000 Penalty: 5087.084961
	Iteration 78Q: 3 clusters Score -2879542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -2879557.000000 Penalty: 5087.084961
	Iteration 79Q: 3 clusters Score -2879557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2879575.500000 Penalty: 5087.084961
	Iteration 80F: 3 clusters Score -2879576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -2879582.750000 Penalty: 5087.084961
	Iteration 81Q: 3 clusters Score -2879583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -2879599.000000 Penalty: 5087.084961
	Iteration 82Q: 3 clusters Score -2879599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2879620.000000 Penalty: 5087.084961
	Iteration 83Q: 3 clusters Score -2879620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2879642.500000 Penalty: 5087.084961
	Iteration 84Q: 3 clusters Score -2879642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -2879653.250000 Penalty: 5087.084961
	Iteration 85Q: 3 clusters Score -2879653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2879670.750000 Penalty: 5087.084961
	Iteration 86Q: 3 clusters Score -2879671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -2879682.750000 Penalty: 5087.084961
	Iteration 87Q: 3 clusters Score -2879683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -2879690.750000 Penalty: 5087.084961
	Iteration 88Q: 3 clusters Score -2879691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2879699.000000 Penalty: 5087.084961
	Iteration 89Q: 3 clusters Score -2879699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -2879701.000000 Penalty: 5087.084961
	Iteration 90Q: 3 clusters Score -2879701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -2879702.500000 Penalty: 5087.084961
	Iteration 91Q: 3 clusters Score -2879702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -2879720.750000 Penalty: 5087.084961
	Iteration 92Q: 3 clusters Score -2879721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2879727.250000 Penalty: 5087.084961
	Iteration 93Q: 3 clusters Score -2879727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -2879736.000000 Penalty: 5087.084961
	Iteration 94Q: 3 clusters Score -2879736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2879736.250000 Penalty: 5087.084961
	Iteration 95Q: 3 clusters Score -2879736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -2879731.500000 Penalty: 5087.084961
	Iteration 96Q: 3 clusters Score -2879732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -2879745.500000 Penalty: 5087.084961
	Iteration 97Q: 3 clusters Score -2879746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -2879741.000000 Penalty: 5087.084961
	Iteration 98Q: 3 clusters Score -2879741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -2879751.000000 Penalty: 5087.084961
	Iteration 99Q: 3 clusters Score -2879751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -2879752.750000 Penalty: 5087.084961
	Iteration 100F: 3 clusters Score -2879753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -2879757.750000 Penalty: 5087.084961
	Iteration 101Q: 3 clusters Score -2879758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2879758.500000 Penalty: 5087.084961
	Iteration 102Q: 3 clusters Score -2879758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2879766.750000 Penalty: 5087.084961
	Iteration 103Q: 3 clusters Score -2879767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -2879773.250000 Penalty: 5087.084961
	Iteration 104Q: 3 clusters Score -2879773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -2879777.500000 Penalty: 5087.084961
	Iteration 105Q: 3 clusters Score -2879778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -2879780.750000 Penalty: 5087.084961
	Iteration 106Q: 3 clusters Score -2879781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -2879790.000000 Penalty: 5087.084961
	Iteration 107Q: 3 clusters Score -2879790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -2879782.750000 Penalty: 5087.084961
	Iteration 108Q: 3 clusters Score -2879783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2879787.500000 Penalty: 5087.084961
	Iteration 109Q: 3 clusters Score -2879788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -2879791.750000 Penalty: 5087.084961
	Iteration 110Q: 3 clusters Score -2879792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2879793.250000 Penalty: 5087.084961
	Iteration 111Q: 3 clusters Score -2879793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -2879798.750000 Penalty: 5087.084961
	Iteration 112Q: 3 clusters Score -2879799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2879790.250000 Penalty: 5087.084961
	Iteration 113Q: 3 clusters Score -2879790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2879801.750000 Penalty: 5087.084961
	Iteration 114Q: 3 clusters Score -2879802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -2879797.750000 Penalty: 5087.084961
	Iteration 115Q: 3 clusters Score -2879798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -2879801.750000 Penalty: 5087.084961
	Iteration 116Q: 3 clusters Score -2879802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2879807.000000 Penalty: 5087.084961
	Iteration 117Q: 3 clusters Score -2879807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -2879805.000000 Penalty: 5087.084961
	Iteration 118Q: 3 clusters Score -2879805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2879814.250000 Penalty: 5087.084961
	Iteration 119Q: 3 clusters Score -2879814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -2879813.250000 Penalty: 5087.084961
	Iteration 120F: 3 clusters Score -2879813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -2879811.500000 Penalty: 5087.084961
	Iteration 121Q: 3 clusters Score -2879812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2879817.750000 Penalty: 5087.084961
	Iteration 122Q: 3 clusters Score -2879818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2879821.000000 Penalty: 5087.084961
	Iteration 123Q: 3 clusters Score -2879821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2879814.750000 Penalty: 5087.084961
	Iteration 124Q: 3 clusters Score -2879815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -2879816.750000 Penalty: 5087.084961
	Iteration 125Q: 3 clusters Score -2879817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2879824.500000 Penalty: 5087.084961
	Iteration 126Q: 3 clusters Score -2879824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2879828.500000 Penalty: 5087.084961
	Iteration 127Q: 3 clusters Score -2879828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2879833.250000 Penalty: 5087.084961
	Iteration 128Q: 3 clusters Score -2879833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2879834.750000 Penalty: 5087.084961
	Iteration 129Q: 3 clusters Score -2879835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2879835.500000 Penalty: 5087.084961
	Iteration 130Q: 3 clusters Score -2879836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2879833.250000 Penalty: 5087.084961
	Iteration 131Q: 3 clusters Score -2879833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -2879832.000000 Penalty: 5087.084961
	Iteration 132Q: 3 clusters Score -2879832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2879828.750000 Penalty: 5087.084961
	Iteration 133Q: 3 clusters Score -2879829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -2879829.000000 Penalty: 5087.084961
	Iteration 134Q: 3 clusters Score -2879829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2879833.000000 Penalty: 5087.084961
	Iteration 135Q: 3 clusters Score -2879833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -2879832.750000 Penalty: 5087.084961
	Iteration 136Q: 3 clusters Score -2879833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -2879838.750000 Penalty: 5087.084961
	Iteration 137Q: 3 clusters Score -2879839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -2879838.000000 Penalty: 5087.084961
	Iteration 138Q: 3 clusters Score -2879838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -2879843.250000 Penalty: 5087.084961
	Iteration 139Q: 3 clusters Score -2879843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -2879841.500000 Penalty: 5087.084961
	Iteration 140F: 3 clusters Score -2879842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -2879841.500000 Penalty: 5087.084961
	Iteration 141Q: 3 clusters Score -2879842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -2879843.000000 Penalty: 5087.084961
	Iteration 142Q: 3 clusters Score -2879843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2879844.250000 Penalty: 5087.084961
	Iteration 143Q: 3 clusters Score -2879844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2879847.250000 Penalty: 5087.084961
	Iteration 144Q: 3 clusters Score -2879847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -2879851.250000 Penalty: 5087.084961
	Iteration 145Q: 3 clusters Score -2879851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -2879849.250000 Penalty: 5087.084961
	Iteration 146Q: 3 clusters Score -2879849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2879850.250000 Penalty: 5087.084961
	Iteration 147Q: 3 clusters Score -2879850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -2879849.000000 Penalty: 5087.084961
	Iteration 148Q: 3 clusters Score -2879849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2879848.500000 Penalty: 5087.084961
	Iteration 149Q: 3 clusters Score -2879848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2879850.000000 Penalty: 5087.084961
	Iteration 150Q: 3 clusters Score -2879850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2879849.750000 Penalty: 5087.084961
	Iteration 151Q: 3 clusters Score -2879850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -2879852.250000 Penalty: 5087.084961
	Iteration 152Q: 3 clusters Score -2879852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -2879850.250000 Penalty: 5087.084961
	Iteration 153Q: 3 clusters Score -2879850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -2879850.750000 Penalty: 5087.084961
	Iteration 154Q: 3 clusters Score -2879851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2879851.500000 Penalty: 5087.084961
	Iteration 155Q: 3 clusters Score -2879852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2879851.500000 Penalty: 5087.084961
	Iteration 156F: 3 clusters Score -2879852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (94079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Entering Unmasked Estep 
Score: -9890261.000000 Penalty: 2840.068604
	Iteration 0F: 2 clusters Score -9890261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -9827344.000000 Penalty: 5680.137207
	Iteration 0F: 3 clusters Score -9827344 nChanged 44426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -9853791.000000 Penalty: 5680.137207
	Iteration 1F: 3 clusters Score -9853791 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -9855389.000000 Penalty: 5680.137207
	Iteration 2Q: 3 clusters Score -9855389 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -9857580.000000 Penalty: 5680.137207
	Iteration 3Q: 3 clusters Score -9857580 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -9860329.000000 Penalty: 5680.137207
	Iteration 4F: 3 clusters Score -9860329 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -9863782.000000 Penalty: 5680.137207
	Iteration 5F: 3 clusters Score -9863782 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -9867510.000000 Penalty: 5680.137207
	Iteration 6F: 3 clusters Score -9867510 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -9871065.000000 Penalty: 5680.137207
	Iteration 7F: 3 clusters Score -9871065 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -9874105.000000 Penalty: 5680.137207
	Iteration 8F: 3 clusters Score -9874105 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62010 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -9876003.000000 Penalty: 5680.137207
	Iteration 9Q: 3 clusters Score -9876003 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -9877120.000000 Penalty: 5680.137207
	Iteration 10Q: 3 clusters Score -9877120 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -9877739.000000 Penalty: 5680.137207
	Iteration 11Q: 3 clusters Score -9877739 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -9878020.000000 Penalty: 5680.137207
	Iteration 12Q: 3 clusters Score -9878020 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -9878217.000000 Penalty: 5680.137207
	Iteration 13Q: 3 clusters Score -9878217 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65501 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -9878336.000000 Penalty: 5680.137207
	Iteration 14Q: 3 clusters Score -9878336 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -9878534.000000 Penalty: 5680.137207
	Iteration 15Q: 3 clusters Score -9878534 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66906 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -9878654.000000 Penalty: 5680.137207
	Iteration 16Q: 3 clusters Score -9878654 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -9878819.000000 Penalty: 5680.137207
	Iteration 17Q: 3 clusters Score -9878819 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -9879022.000000 Penalty: 5680.137207
	Iteration 18Q: 3 clusters Score -9879022 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -9879265.000000 Penalty: 5680.137207
	Iteration 19Q: 3 clusters Score -9879265 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -9879521.000000 Penalty: 5680.137207
	Iteration 20F: 3 clusters Score -9879521 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -9879804.000000 Penalty: 5680.137207
	Iteration 21Q: 3 clusters Score -9879804 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -9880138.000000 Penalty: 5680.137207
	Iteration 22Q: 3 clusters Score -9880138 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -9880437.000000 Penalty: 5680.137207
	Iteration 23Q: 3 clusters Score -9880437 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -9880778.000000 Penalty: 5680.137207
	Iteration 24Q: 3 clusters Score -9880778 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -9881183.000000 Penalty: 5680.137207
	Iteration 25Q: 3 clusters Score -9881183 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -9881581.000000 Penalty: 5680.137207
	Iteration 26Q: 3 clusters Score -9881581 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78494 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -9881962.000000 Penalty: 5680.137207
	Iteration 27Q: 3 clusters Score -9881962 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -9882443.000000 Penalty: 5680.137207
	Iteration 28Q: 3 clusters Score -9882443 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81073 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -9883107.000000 Penalty: 5680.137207
	Iteration 29Q: 3 clusters Score -9883107 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -9883714.000000 Penalty: 5680.137207
	Iteration 30Q: 3 clusters Score -9883714 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83459 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -9884334.000000 Penalty: 5680.137207
	Iteration 31Q: 3 clusters Score -9884334 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84461 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -9884880.000000 Penalty: 5680.137207
	Iteration 32Q: 3 clusters Score -9884880 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -9885477.000000 Penalty: 5680.137207
	Iteration 33Q: 3 clusters Score -9885477 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -9886036.000000 Penalty: 5680.137207
	Iteration 34Q: 3 clusters Score -9886036 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -9886458.000000 Penalty: 5680.137207
	Iteration 35Q: 3 clusters Score -9886458 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -9886779.000000 Penalty: 5680.137207
	Iteration 36Q: 3 clusters Score -9886779 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -9887006.000000 Penalty: 5680.137207
	Iteration 37Q: 3 clusters Score -9887006 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87951 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -9887174.000000 Penalty: 5680.137207
	Iteration 38Q: 3 clusters Score -9887174 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88244 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -9887290.000000 Penalty: 5680.137207
	Iteration 39Q: 3 clusters Score -9887290 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -9887400.000000 Penalty: 5680.137207
	Iteration 40F: 3 clusters Score -9887400 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88736 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -9887470.000000 Penalty: 5680.137207
	Iteration 41Q: 3 clusters Score -9887470 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -9887504.000000 Penalty: 5680.137207
	Iteration 42Q: 3 clusters Score -9887504 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -9887571.000000 Penalty: 5680.137207
	Iteration 43Q: 3 clusters Score -9887571 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -9887639.000000 Penalty: 5680.137207
	Iteration 44Q: 3 clusters Score -9887639 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -9887666.000000 Penalty: 5680.137207
	Iteration 45Q: 3 clusters Score -9887666 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -9887705.000000 Penalty: 5680.137207
	Iteration 46Q: 3 clusters Score -9887705 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -9887756.000000 Penalty: 5680.137207
	Iteration 47Q: 3 clusters Score -9887756 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -9887771.000000 Penalty: 5680.137207
	Iteration 48Q: 3 clusters Score -9887771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -9887810.000000 Penalty: 5680.137207
	Iteration 49Q: 3 clusters Score -9887810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89855 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -9887837.000000 Penalty: 5680.137207
	Iteration 50Q: 3 clusters Score -9887837 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -9887855.000000 Penalty: 5680.137207
	Iteration 51Q: 3 clusters Score -9887855 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -9887836.000000 Penalty: 5680.137207
	Iteration 52Q: 3 clusters Score -9887836 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9887850.000000 Penalty: 5680.137207
	Iteration 53Q: 3 clusters Score -9887850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9887853.000000 Penalty: 5680.137207
	Iteration 54Q: 3 clusters Score -9887853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9887859.000000 Penalty: 5680.137207
	Iteration 55Q: 3 clusters Score -9887859 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90252 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -9887869.000000 Penalty: 5680.137207
	Iteration 56Q: 3 clusters Score -9887869 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90309 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -9887880.000000 Penalty: 5680.137207
	Iteration 57Q: 3 clusters Score -9887880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90358 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -9887902.000000 Penalty: 5680.137207
	Iteration 58Q: 3 clusters Score -9887902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90405 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -9887894.000000 Penalty: 5680.137207
	Iteration 59Q: 3 clusters Score -9887894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90447 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9887924.000000 Penalty: 5680.137207
	Iteration 60F: 3 clusters Score -9887924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -9887928.000000 Penalty: 5680.137207
	Iteration 61Q: 3 clusters Score -9887928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9887938.000000 Penalty: 5680.137207
	Iteration 62Q: 3 clusters Score -9887938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9887933.000000 Penalty: 5680.137207
	Iteration 63Q: 3 clusters Score -9887933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9887929.000000 Penalty: 5680.137207
	Iteration 64Q: 3 clusters Score -9887929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -9887943.000000 Penalty: 5680.137207
	Iteration 65Q: 3 clusters Score -9887943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -9887952.000000 Penalty: 5680.137207
	Iteration 66Q: 3 clusters Score -9887952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9887972.000000 Penalty: 5680.137207
	Iteration 67Q: 3 clusters Score -9887972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90694 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -9887969.000000 Penalty: 5680.137207
	Iteration 68Q: 3 clusters Score -9887969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -9887969.000000 Penalty: 5680.137207
	Iteration 69Q: 3 clusters Score -9887969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -9887968.000000 Penalty: 5680.137207
	Iteration 70Q: 3 clusters Score -9887968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90740 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9887971.000000 Penalty: 5680.137207
	Iteration 71Q: 3 clusters Score -9887971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90747 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -9887970.000000 Penalty: 5680.137207
	Iteration 72Q: 3 clusters Score -9887970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -9887981.000000 Penalty: 5680.137207
	Iteration 73Q: 3 clusters Score -9887981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9887982.000000 Penalty: 5680.137207
	Iteration 74Q: 3 clusters Score -9887982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9887990.000000 Penalty: 5680.137207
	Iteration 75Q: 3 clusters Score -9887990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -9887991.000000 Penalty: 5680.137207
	Iteration 76Q: 3 clusters Score -9887991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90807 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -9887991.000000 Penalty: 5680.137207
	Iteration 77Q: 3 clusters Score -9887991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9888000.000000 Penalty: 5680.137207
	Iteration 78Q: 3 clusters Score -9888000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -9887987.000000 Penalty: 5680.137207
	Iteration 79Q: 3 clusters Score -9887987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90826 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -9887985.000000 Penalty: 5680.137207
	Iteration 80F: 3 clusters Score -9887985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90834 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -9888001.000000 Penalty: 5680.137207
	Iteration 81Q: 3 clusters Score -9888001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -9888003.000000 Penalty: 5680.137207
	Iteration 82Q: 3 clusters Score -9888003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90838 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -9887992.000000 Penalty: 5680.137207
	Iteration 83Q: 3 clusters Score -9887992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -9887994.000000 Penalty: 5680.137207
	Iteration 84Q: 3 clusters Score -9887994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90845 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9887996.000000 Penalty: 5680.137207
	Iteration 85Q: 3 clusters Score -9887996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90850 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9887998.000000 Penalty: 5680.137207
	Iteration 86Q: 3 clusters Score -9887998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90854 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -9887986.000000 Penalty: 5680.137207
	Iteration 87Q: 3 clusters Score -9887986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90863 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -9887999.000000 Penalty: 5680.137207
	Iteration 88Q: 3 clusters Score -9887999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -9888000.000000 Penalty: 5680.137207
	Iteration 89Q: 3 clusters Score -9888000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90876 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9887990.000000 Penalty: 5680.137207
	Iteration 90Q: 3 clusters Score -9887990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -9887990.000000 Penalty: 5680.137207
	Iteration 91Q: 3 clusters Score -9887990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9887983.000000 Penalty: 5680.137207
	Iteration 92Q: 3 clusters Score -9887983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90885 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -9887984.000000 Penalty: 5680.137207
	Iteration 93Q: 3 clusters Score -9887984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90882 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9887985.000000 Penalty: 5680.137207
	Iteration 94Q: 3 clusters Score -9887985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90883 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -9887982.000000 Penalty: 5680.137207
	Iteration 95Q: 3 clusters Score -9887982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9887991.000000 Penalty: 5680.137207
	Iteration 96Q: 3 clusters Score -9887991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90886 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9887991.000000 Penalty: 5680.137207
	Iteration 97F: 3 clusters Score -9887991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 201400 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27693 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 30624 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6488 members 
Mstep: Class 11 contains 43103 members 
Mstep: Class 14 contains 6525 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21737 members 
Mstep: Class 19 contains 208058 members 
Mstep: Class 21 contains 28459 members 
Mstep: Class 22 contains 94079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055808.000000 Penalty: 56631.796875
Iteration 199Q: 18 clusters Score -7.005581e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 201402 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27720 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 30624 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6487 members 
Mstep: Class 11 contains 43106 members 
Mstep: Class 14 contains 6529 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21739 members 
Mstep: Class 19 contains 208050 members 
Mstep: Class 21 contains 28452 members 
Mstep: Class 22 contains 94060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055784.000000 Penalty: 56631.796875
Iteration 200F: 18 clusters Score -7.005578e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 201406 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27745 members 
Mstep: Class 5 contains 5048 members 
Mstep: Class 6 contains 30623 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6485 members 
Mstep: Class 11 contains 43117 members 
Mstep: Class 14 contains 6532 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21740 members 
Mstep: Class 19 contains 208035 members 
Mstep: Class 21 contains 28447 members 
Mstep: Class 22 contains 94041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055808.000000 Penalty: 56631.796875
Iteration 201Q: 18 clusters Score -7.005581e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 201418 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27767 members 
Mstep: Class 5 contains 5048 members 
Mstep: Class 6 contains 30621 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6484 members 
Mstep: Class 11 contains 43124 members 
Mstep: Class 14 contains 6535 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21739 members 
Mstep: Class 19 contains 208025 members 
Mstep: Class 21 contains 28443 members 
Mstep: Class 22 contains 94015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055864.000000 Penalty: 56631.796875
Iteration 202Q: 18 clusters Score -7.005586e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 201425 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27796 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 30620 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6482 members 
Mstep: Class 11 contains 43135 members 
Mstep: Class 14 contains 6536 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21738 members 
Mstep: Class 19 contains 208013 members 
Mstep: Class 21 contains 28435 members 
Mstep: Class 22 contains 93995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055800.000000 Penalty: 56631.796875
Iteration 203Q: 18 clusters Score -7.00558e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 201436 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27818 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 30622 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6480 members 
Mstep: Class 11 contains 43141 members 
Mstep: Class 14 contains 6538 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21738 members 
Mstep: Class 19 contains 208008 members 
Mstep: Class 21 contains 28431 members 
Mstep: Class 22 contains 93965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055880.000000 Penalty: 56631.796875
Iteration 204Q: 18 clusters Score -7.005588e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 201435 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 27836 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 30622 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6481 members 
Mstep: Class 11 contains 43152 members 
Mstep: Class 14 contains 6538 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21739 members 
Mstep: Class 19 contains 208009 members 
Mstep: Class 21 contains 28427 members 
Mstep: Class 22 contains 93937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055952.000000 Penalty: 56631.796875
Iteration 205Q: 18 clusters Score -7.005595e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 201455 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27851 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 30622 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6480 members 
Mstep: Class 11 contains 43160 members 
Mstep: Class 14 contains 6539 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21741 members 
Mstep: Class 19 contains 207996 members 
Mstep: Class 21 contains 28425 members 
Mstep: Class 22 contains 93905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056016.000000 Penalty: 56631.796875
Iteration 206Q: 18 clusters Score -7.005602e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201466 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27861 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 30622 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6479 members 
Mstep: Class 11 contains 43169 members 
Mstep: Class 14 contains 6541 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21741 members 
Mstep: Class 19 contains 207997 members 
Mstep: Class 21 contains 28424 members 
Mstep: Class 22 contains 93871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056024.000000 Penalty: 56631.796875
Iteration 207Q: 18 clusters Score -7.005602e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201474 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27871 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 30622 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6478 members 
Mstep: Class 11 contains 43173 members 
Mstep: Class 14 contains 6544 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21744 members 
Mstep: Class 19 contains 208004 members 
Mstep: Class 21 contains 28423 members 
Mstep: Class 22 contains 93843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056032.000000 Penalty: 56631.796875
Iteration 208Q: 18 clusters Score -7.005603e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201482 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27875 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 30621 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6479 members 
Mstep: Class 11 contains 43177 members 
Mstep: Class 14 contains 6544 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21749 members 
Mstep: Class 19 contains 208022 members 
Mstep: Class 21 contains 28422 members 
Mstep: Class 22 contains 93813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056128.000000 Penalty: 56631.796875
Iteration 209Q: 18 clusters Score -7.005613e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201479 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27880 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 30621 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6478 members 
Mstep: Class 11 contains 43180 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21753 members 
Mstep: Class 19 contains 208043 members 
Mstep: Class 21 contains 28419 members 
Mstep: Class 22 contains 93790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056088.000000 Penalty: 56631.796875
Iteration 210Q: 18 clusters Score -7.005609e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201477 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27880 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 30623 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6479 members 
Mstep: Class 11 contains 43186 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21754 members 
Mstep: Class 19 contains 208057 members 
Mstep: Class 21 contains 28420 members 
Mstep: Class 22 contains 93764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056104.000000 Penalty: 56631.796875
Iteration 211Q: 18 clusters Score -7.00561e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201479 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27881 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 30620 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6478 members 
Mstep: Class 11 contains 43192 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21755 members 
Mstep: Class 19 contains 208072 members 
Mstep: Class 21 contains 28420 members 
Mstep: Class 22 contains 93744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056048.000000 Penalty: 56631.796875
Iteration 212Q: 18 clusters Score -7.005605e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201481 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27884 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 30621 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6477 members 
Mstep: Class 11 contains 43198 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21754 members 
Mstep: Class 19 contains 208085 members 
Mstep: Class 21 contains 28420 members 
Mstep: Class 22 contains 93724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056024.000000 Penalty: 56631.796875
Iteration 213Q: 18 clusters Score -7.005602e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 201479 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27888 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 30623 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6477 members 
Mstep: Class 11 contains 43201 members 
Mstep: Class 14 contains 6545 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21762 members 
Mstep: Class 19 contains 208095 members 
Mstep: Class 21 contains 28419 members 
Mstep: Class 22 contains 93703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056000.000000 Penalty: 56631.796875
Iteration 214Q: 18 clusters Score -7.0056e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 201473 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27890 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 30624 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6476 members 
Mstep: Class 11 contains 43205 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21765 members 
Mstep: Class 19 contains 208106 members 
Mstep: Class 21 contains 28420 members 
Mstep: Class 22 contains 93687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055968.000000 Penalty: 56631.796875
Iteration 215Q: 18 clusters Score -7.005597e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201470 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27899 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 11 contains 43208 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21765 members 
Mstep: Class 19 contains 208112 members 
Mstep: Class 21 contains 28420 members 
Mstep: Class 22 contains 93670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055880.000000 Penalty: 56631.796875
Iteration 216Q: 18 clusters Score -7.005588e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201468 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27908 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 11 contains 43210 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21766 members 
Mstep: Class 19 contains 208122 members 
Mstep: Class 21 contains 28417 members 
Mstep: Class 22 contains 93656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055888.000000 Penalty: 56631.796875
Iteration 217Q: 18 clusters Score -7.005589e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201461 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27915 members 
Mstep: Class 5 contains 5029 members 
Mstep: Class 6 contains 30626 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6471 members 
Mstep: Class 11 contains 43216 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21765 members 
Mstep: Class 19 contains 208134 members 
Mstep: Class 21 contains 28416 members 
Mstep: Class 22 contains 93637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055944.000000 Penalty: 56631.796875
Iteration 218Q: 18 clusters Score -7.005594e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201464 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27923 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 30625 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6471 members 
Mstep: Class 11 contains 43214 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21764 members 
Mstep: Class 19 contains 208136 members 
Mstep: Class 21 contains 28415 members 
Mstep: Class 22 contains 93626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055928.000000 Penalty: 56631.796875
Iteration 219Q: 18 clusters Score -7.005593e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201453 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27926 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 30626 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 11 contains 43219 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21763 members 
Mstep: Class 19 contains 208148 members 
Mstep: Class 21 contains 28418 members 
Mstep: Class 22 contains 93611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055880.000000 Penalty: 56631.796875
Iteration 220F: 18 clusters Score -7.005588e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201447 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27928 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 11 contains 43221 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21762 members 
Mstep: Class 19 contains 208161 members 
Mstep: Class 21 contains 28419 members 
Mstep: Class 22 contains 93596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055928.000000 Penalty: 56631.796875
Iteration 221Q: 18 clusters Score -7.005593e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201440 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27936 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 11 contains 43227 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21762 members 
Mstep: Class 19 contains 208171 members 
Mstep: Class 21 contains 28418 members 
Mstep: Class 22 contains 93580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055936.000000 Penalty: 56631.796875
Iteration 222Q: 18 clusters Score -7.005594e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201427 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27944 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6473 members 
Mstep: Class 11 contains 43232 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208185 members 
Mstep: Class 21 contains 28417 members 
Mstep: Class 22 contains 93565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055920.000000 Penalty: 56631.796875
Iteration 223Q: 18 clusters Score -7.005592e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201426 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27950 members 
Mstep: Class 5 contains 5037 members 
Mstep: Class 6 contains 30631 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6471 members 
Mstep: Class 11 contains 43238 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21760 members 
Mstep: Class 19 contains 208197 members 
Mstep: Class 21 contains 28413 members 
Mstep: Class 22 contains 93547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055944.000000 Penalty: 56631.796875
Iteration 224Q: 18 clusters Score -7.005594e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201423 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27961 members 
Mstep: Class 5 contains 5038 members 
Mstep: Class 6 contains 30631 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 11 contains 43243 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208202 members 
Mstep: Class 21 contains 28410 members 
Mstep: Class 22 contains 93531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055912.000000 Penalty: 56631.796875
Iteration 225Q: 18 clusters Score -7.005591e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201418 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27972 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 30631 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6468 members 
Mstep: Class 11 contains 43250 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208206 members 
Mstep: Class 21 contains 28405 members 
Mstep: Class 22 contains 93518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055896.000000 Penalty: 56631.796875
Iteration 226Q: 18 clusters Score -7.00559e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201409 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27985 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6467 members 
Mstep: Class 11 contains 43259 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208200 members 
Mstep: Class 21 contains 28403 members 
Mstep: Class 22 contains 93512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055904.000000 Penalty: 56631.796875
Iteration 227Q: 18 clusters Score -7.00559e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201412 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 27997 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 11 contains 43264 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21763 members 
Mstep: Class 19 contains 208205 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 93491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055960.000000 Penalty: 56631.796875
Iteration 228Q: 18 clusters Score -7.005596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 201421 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28004 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 11 contains 43265 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21763 members 
Mstep: Class 19 contains 208211 members 
Mstep: Class 21 contains 28401 members 
Mstep: Class 22 contains 93469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055920.000000 Penalty: 56631.796875
Iteration 229Q: 18 clusters Score -7.005592e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 201425 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28008 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 11 contains 43269 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21763 members 
Mstep: Class 19 contains 208229 members 
Mstep: Class 21 contains 28401 members 
Mstep: Class 22 contains 93441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056000.000000 Penalty: 56631.796875
Iteration 230Q: 18 clusters Score -7.0056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 201431 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28011 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 11 contains 43274 members 
Mstep: Class 14 contains 6546 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21763 members 
Mstep: Class 19 contains 208242 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 93416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055960.000000 Penalty: 56631.796875
Iteration 231Q: 18 clusters Score -7.005596e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 201433 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28014 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 30633 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6465 members 
Mstep: Class 11 contains 43282 members 
Mstep: Class 14 contains 6547 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21765 members 
Mstep: Class 19 contains 208249 members 
Mstep: Class 21 contains 28403 members 
Mstep: Class 22 contains 93392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056000.000000 Penalty: 56631.796875
Iteration 232Q: 18 clusters Score -7.0056e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 201445 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28022 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 30632 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 11 contains 43288 members 
Mstep: Class 14 contains 6550 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21763 members 
Mstep: Class 19 contains 208247 members 
Mstep: Class 21 contains 28402 members 
Mstep: Class 22 contains 93372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055984.000000 Penalty: 56631.796875
Iteration 233Q: 18 clusters Score -7.005598e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 201449 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28028 members 
Mstep: Class 5 contains 5028 members 
Mstep: Class 6 contains 30632 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 11 contains 43292 members 
Mstep: Class 14 contains 6554 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21762 members 
Mstep: Class 19 contains 208247 members 
Mstep: Class 21 contains 28401 members 
Mstep: Class 22 contains 93358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055960.000000 Penalty: 56631.796875
Iteration 234Q: 18 clusters Score -7.005596e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 201448 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28035 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 30631 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 11 contains 43297 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21762 members 
Mstep: Class 19 contains 208251 members 
Mstep: Class 21 contains 28400 members 
Mstep: Class 22 contains 93342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055976.000000 Penalty: 56631.796875
Iteration 235Q: 18 clusters Score -7.005598e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 201451 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28048 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 30631 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6464 members 
Mstep: Class 11 contains 43301 members 
Mstep: Class 14 contains 6560 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208252 members 
Mstep: Class 21 contains 28395 members 
Mstep: Class 22 contains 93328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056008.000000 Penalty: 56631.796875
Iteration 236Q: 18 clusters Score -7.005601e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201449 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28062 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6461 members 
Mstep: Class 11 contains 43309 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21760 members 
Mstep: Class 19 contains 208254 members 
Mstep: Class 21 contains 28394 members 
Mstep: Class 22 contains 93310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056000.000000 Penalty: 56631.796875
Iteration 237Q: 18 clusters Score -7.0056e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 201452 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28082 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 30626 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6460 members 
Mstep: Class 11 contains 43314 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208257 members 
Mstep: Class 21 contains 28388 members 
Mstep: Class 22 contains 93291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055976.000000 Penalty: 56631.796875
Iteration 238Q: 18 clusters Score -7.005598e+07 nChanged 69
Entering ConstructFrom: 
Score: -70055976.000000 Penalty: 56631.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -464672.531250 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -464672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -460325.718750 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -460325.7 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -461420.937500 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -461420.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -461690.250000 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -461690.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -461842.500000 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -461842.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -461962.843750 Penalty: 4185.751465
	Iteration 4Q: 3 clusters Score -461962.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -462061.781250 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -462061.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -462137.625000 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -462137.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -462199.125000 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -462199.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -462254.343750 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -462254.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -462331.406250 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -462331.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -462404.031250 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -462404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -462464.781250 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -462464.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -462517.250000 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -462517.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -462566.781250 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -462566.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -462623.343750 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -462623.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -462672.750000 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -462672.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -462716.250000 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -462716.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -462748.875000 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -462748.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -462772.125000 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -462772.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -462803.812500 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -462803.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -462823.687500 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -462823.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -462837.062500 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -462837.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -462847.562500 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -462847.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -462859.562500 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -462859.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -462867.875000 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -462867.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -462877.843750 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -462877.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -462885.000000 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -462885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -462892.250000 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -462892.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -462897.156250 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -462897.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -462901.187500 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -462901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -462905.656250 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -462905.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -462911.750000 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -462911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -462915.187500 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -462915.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -462918.687500 Penalty: 4185.751465
	Iteration 33Q: 3 clusters Score -462918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -462922.343750 Penalty: 4185.751465
	Iteration 34Q: 3 clusters Score -462922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -462922.875000 Penalty: 4185.751465
	Iteration 35Q: 3 clusters Score -462922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -462924.593750 Penalty: 4185.751465
	Iteration 36Q: 3 clusters Score -462924.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -462924.593750 Penalty: 4185.751465
	Iteration 37F: 3 clusters Score -462924.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (201456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201456 members 
Entering Unmasked Estep 
Score: -21037462.000000 Penalty: 3028.905029
	Iteration 0F: 2 clusters Score -2.103746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100523 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -20905898.000000 Penalty: 6057.810059
	Iteration 0F: 3 clusters Score -2.09059e+07 nChanged 97101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -20963816.000000 Penalty: 6057.810059
	Iteration 1F: 3 clusters Score -2.096382e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -20965450.000000 Penalty: 6057.810059
	Iteration 2Q: 3 clusters Score -2.096545e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -20967976.000000 Penalty: 6057.810059
	Iteration 3Q: 3 clusters Score -2.096798e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -20971344.000000 Penalty: 6057.810059
	Iteration 4Q: 3 clusters Score -2.097134e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81612 members 
Mstep: Class 2 contains 119844 members 
Entering Unmasked Estep 
Score: -20976336.000000 Penalty: 6057.810059
	Iteration 5F: 3 clusters Score -2.097634e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 129463 members 
Entering Unmasked Estep 
Score: -20983686.000000 Penalty: 6057.810059
	Iteration 6F: 3 clusters Score -2.098369e+07 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 141630 members 
Entering Unmasked Estep 
Score: -20994508.000000 Penalty: 6057.810059
	Iteration 7F: 3 clusters Score -2.099451e+07 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 154423 members 
Entering Unmasked Estep 
Score: -21006894.000000 Penalty: 6057.810059
	Iteration 8F: 3 clusters Score -2.100689e+07 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -21018048.000000 Penalty: 6057.810059
	Iteration 9F: 3 clusters Score -2.101805e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 172203 members 
Entering Unmasked Estep 
Score: -21024960.000000 Penalty: 6057.810059
	Iteration 10Q: 3 clusters Score -2.102496e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 176661 members 
Entering Unmasked Estep 
Score: -21028684.000000 Penalty: 6057.810059
	Iteration 11Q: 3 clusters Score -2.102868e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 179888 members 
Entering Unmasked Estep 
Score: -21030542.000000 Penalty: 6057.810059
	Iteration 12Q: 3 clusters Score -2.103054e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 182407 members 
Entering Unmasked Estep 
Score: -21031782.000000 Penalty: 6057.810059
	Iteration 13Q: 3 clusters Score -2.103178e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 184417 members 
Entering Unmasked Estep 
Score: -21032804.000000 Penalty: 6057.810059
	Iteration 14Q: 3 clusters Score -2.10328e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 186036 members 
Entering Unmasked Estep 
Score: -21033506.000000 Penalty: 6057.810059
	Iteration 15Q: 3 clusters Score -2.103351e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 187392 members 
Entering Unmasked Estep 
Score: -21034108.000000 Penalty: 6057.810059
	Iteration 16Q: 3 clusters Score -2.103411e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 188568 members 
Entering Unmasked Estep 
Score: -21034452.000000 Penalty: 6057.810059
	Iteration 17Q: 3 clusters Score -2.103445e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 189550 members 
Entering Unmasked Estep 
Score: -21034816.000000 Penalty: 6057.810059
	Iteration 18Q: 3 clusters Score -2.103482e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 190408 members 
Entering Unmasked Estep 
Score: -21035022.000000 Penalty: 6057.810059
	Iteration 19Q: 3 clusters Score -2.103502e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 191184 members 
Entering Unmasked Estep 
Score: -21035230.000000 Penalty: 6057.810059
	Iteration 20F: 3 clusters Score -2.103523e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 191834 members 
Entering Unmasked Estep 
Score: -21035438.000000 Penalty: 6057.810059
	Iteration 21Q: 3 clusters Score -2.103544e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 192379 members 
Entering Unmasked Estep 
Score: -21035576.000000 Penalty: 6057.810059
	Iteration 22Q: 3 clusters Score -2.103558e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 192854 members 
Entering Unmasked Estep 
Score: -21035698.000000 Penalty: 6057.810059
	Iteration 23Q: 3 clusters Score -2.10357e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 193269 members 
Entering Unmasked Estep 
Score: -21035846.000000 Penalty: 6057.810059
	Iteration 24Q: 3 clusters Score -2.103585e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 193625 members 
Entering Unmasked Estep 
Score: -21035886.000000 Penalty: 6057.810059
	Iteration 25Q: 3 clusters Score -2.103589e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 193944 members 
Entering Unmasked Estep 
Score: -21035948.000000 Penalty: 6057.810059
	Iteration 26Q: 3 clusters Score -2.103595e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 194250 members 
Entering Unmasked Estep 
Score: -21036114.000000 Penalty: 6057.810059
	Iteration 27Q: 3 clusters Score -2.103611e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 194548 members 
Entering Unmasked Estep 
Score: -21036154.000000 Penalty: 6057.810059
	Iteration 28Q: 3 clusters Score -2.103615e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -21036246.000000 Penalty: 6057.810059
	Iteration 29Q: 3 clusters Score -2.103625e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 195068 members 
Entering Unmasked Estep 
Score: -21036284.000000 Penalty: 6057.810059
	Iteration 30Q: 3 clusters Score -2.103628e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 195281 members 
Entering Unmasked Estep 
Score: -21036368.000000 Penalty: 6057.810059
	Iteration 31Q: 3 clusters Score -2.103637e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 195500 members 
Entering Unmasked Estep 
Score: -21036408.000000 Penalty: 6057.810059
	Iteration 32Q: 3 clusters Score -2.103641e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 195692 members 
Entering Unmasked Estep 
Score: -21036428.000000 Penalty: 6057.810059
	Iteration 33Q: 3 clusters Score -2.103643e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 195869 members 
Entering Unmasked Estep 
Score: -21036464.000000 Penalty: 6057.810059
	Iteration 34Q: 3 clusters Score -2.103646e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 196045 members 
Entering Unmasked Estep 
Score: -21036482.000000 Penalty: 6057.810059
	Iteration 35Q: 3 clusters Score -2.103648e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 196204 members 
Entering Unmasked Estep 
Score: -21036462.000000 Penalty: 6057.810059
	Iteration 36Q: 3 clusters Score -2.103646e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 196330 members 
Entering Unmasked Estep 
Score: -21036468.000000 Penalty: 6057.810059
	Iteration 37Q: 3 clusters Score -2.103647e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 196437 members 
Entering Unmasked Estep 
Score: -21036498.000000 Penalty: 6057.810059
	Iteration 38Q: 3 clusters Score -2.10365e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 196535 members 
Entering Unmasked Estep 
Score: -21036540.000000 Penalty: 6057.810059
	Iteration 39Q: 3 clusters Score -2.103654e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 196632 members 
Entering Unmasked Estep 
Score: -21036548.000000 Penalty: 6057.810059
	Iteration 40F: 3 clusters Score -2.103655e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 196721 members 
Entering Unmasked Estep 
Score: -21036592.000000 Penalty: 6057.810059
	Iteration 41Q: 3 clusters Score -2.103659e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 196792 members 
Entering Unmasked Estep 
Score: -21036596.000000 Penalty: 6057.810059
	Iteration 42Q: 3 clusters Score -2.10366e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 196854 members 
Entering Unmasked Estep 
Score: -21036600.000000 Penalty: 6057.810059
	Iteration 43Q: 3 clusters Score -2.10366e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 196906 members 
Entering Unmasked Estep 
Score: -21036606.000000 Penalty: 6057.810059
	Iteration 44Q: 3 clusters Score -2.103661e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 196966 members 
Entering Unmasked Estep 
Score: -21036570.000000 Penalty: 6057.810059
	Iteration 45Q: 3 clusters Score -2.103657e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 197014 members 
Entering Unmasked Estep 
Score: -21036590.000000 Penalty: 6057.810059
	Iteration 46Q: 3 clusters Score -2.103659e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 197070 members 
Entering Unmasked Estep 
Score: -21036592.000000 Penalty: 6057.810059
	Iteration 47Q: 3 clusters Score -2.103659e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 197116 members 
Entering Unmasked Estep 
Score: -21036620.000000 Penalty: 6057.810059
	Iteration 48Q: 3 clusters Score -2.103662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 197158 members 
Entering Unmasked Estep 
Score: -21036614.000000 Penalty: 6057.810059
	Iteration 49Q: 3 clusters Score -2.103661e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 197195 members 
Entering Unmasked Estep 
Score: -21036588.000000 Penalty: 6057.810059
	Iteration 50Q: 3 clusters Score -2.103659e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 197217 members 
Entering Unmasked Estep 
Score: -21036580.000000 Penalty: 6057.810059
	Iteration 51Q: 3 clusters Score -2.103658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 197231 members 
Entering Unmasked Estep 
Score: -21036600.000000 Penalty: 6057.810059
	Iteration 52Q: 3 clusters Score -2.10366e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 197247 members 
Entering Unmasked Estep 
Score: -21036568.000000 Penalty: 6057.810059
	Iteration 53Q: 3 clusters Score -2.103657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 197268 members 
Entering Unmasked Estep 
Score: -21036566.000000 Penalty: 6057.810059
	Iteration 54Q: 3 clusters Score -2.103657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 197287 members 
Entering Unmasked Estep 
Score: -21036576.000000 Penalty: 6057.810059
	Iteration 55Q: 3 clusters Score -2.103658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 197302 members 
Entering Unmasked Estep 
Score: -21036596.000000 Penalty: 6057.810059
	Iteration 56Q: 3 clusters Score -2.10366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 197318 members 
Entering Unmasked Estep 
Score: -21036602.000000 Penalty: 6057.810059
	Iteration 57Q: 3 clusters Score -2.10366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 197330 members 
Entering Unmasked Estep 
Score: -21036608.000000 Penalty: 6057.810059
	Iteration 58Q: 3 clusters Score -2.103661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 197344 members 
Entering Unmasked Estep 
Score: -21036600.000000 Penalty: 6057.810059
	Iteration 59Q: 3 clusters Score -2.10366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 197354 members 
Entering Unmasked Estep 
Score: -21036592.000000 Penalty: 6057.810059
	Iteration 60F: 3 clusters Score -2.103659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 197367 members 
Entering Unmasked Estep 
Score: -21036584.000000 Penalty: 6057.810059
	Iteration 61Q: 3 clusters Score -2.103658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 197375 members 
Entering Unmasked Estep 
Score: -21036598.000000 Penalty: 6057.810059
	Iteration 62Q: 3 clusters Score -2.10366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 197377 members 
Entering Unmasked Estep 
Score: -21036590.000000 Penalty: 6057.810059
	Iteration 63Q: 3 clusters Score -2.103659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 197379 members 
Entering Unmasked Estep 
Score: -21036582.000000 Penalty: 6057.810059
	Iteration 64Q: 3 clusters Score -2.103658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 197382 members 
Entering Unmasked Estep 
Score: -21036590.000000 Penalty: 6057.810059
	Iteration 65Q: 3 clusters Score -2.103659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 197386 members 
Entering Unmasked Estep 
Score: -21036586.000000 Penalty: 6057.810059
	Iteration 66Q: 3 clusters Score -2.103659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 197387 members 
Entering Unmasked Estep 
Score: -21036582.000000 Penalty: 6057.810059
	Iteration 67Q: 3 clusters Score -2.103658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 197387 members 
Entering Unmasked Estep 
Score: -21036582.000000 Penalty: 6057.810059
	Iteration 68F: 3 clusters Score -2.103658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -123118.734375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -123118.7 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 627 members 
Entering Unmasked Estep 
Score: -120983.578125 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -120983.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -121451.578125 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -121451.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -121631.578125 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -121631.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121747.109375 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -121747.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -121837.164062 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -121837.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121902.085938 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -121902.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121936.445312 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -121936.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -121956.515625 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -121956.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121974.156250 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -121974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -121988.296875 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -121988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -121999.140625 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -121999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -122004.828125 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -122004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -122012.156250 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -122012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -122018.085938 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -122018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -122028.750000 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -122028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -122041.156250 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -122041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -122044.453125 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -122044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -122047.750000 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -122047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -122050.703125 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -122050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -122055.140625 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -122055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -122070.812500 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -122070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -122106.203125 Penalty: 3566.575439
	Iteration 21Q: 3 clusters Score -122106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -122187.234375 Penalty: 3566.575439
	Iteration 22Q: 3 clusters Score -122187.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -122297.593750 Penalty: 3566.575439
	Iteration 23Q: 3 clusters Score -122297.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -122493.734375 Penalty: 3566.575439
	Iteration 24Q: 3 clusters Score -122493.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -122909.914062 Penalty: 3566.575439
	Iteration 25Q: 3 clusters Score -122909.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -123278.695312 Penalty: 3566.575439
	Iteration 26Q: 3 clusters Score -123278.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123682.367188 Penalty: 3566.575439
	Iteration 27Q: 3 clusters Score -123682.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123854.140625 Penalty: 3566.575439
	Iteration 28Q: 3 clusters Score -123854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123869.242188 Penalty: 3566.575439
	Iteration 29Q: 3 clusters Score -123869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -123872.328125 Penalty: 3566.575439
	Iteration 30Q: 3 clusters Score -123872.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -123872.328125 Penalty: 3566.575439
	Iteration 31F: 3 clusters Score -123872.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201456 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 28101 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 30627 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 43314 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21760 members 
Mstep: Class 19 contains 208253 members 
Mstep: Class 21 contains 28385 members 
Mstep: Class 22 contains 93274 members 
Entering Unmasked Estep 
Score: -70055176.000000 Penalty: 59963.078125
Splitting cluster 3 changes total score from -70055976.000000 to -70055176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (28101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Entering Unmasked Estep 
Score: -2931973.500000 Penalty: 2540.403076
	Iteration 0F: 2 clusters Score -2931974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2912691.000000 Penalty: 5080.806152
	Iteration 0F: 3 clusters Score -2912691 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2919318.000000 Penalty: 5080.806152
	Iteration 1F: 3 clusters Score -2919318 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2919693.500000 Penalty: 5080.806152
	Iteration 2Q: 3 clusters Score -2919694 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2919979.000000 Penalty: 5080.806152
	Iteration 3Q: 3 clusters Score -2919979 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2920222.500000 Penalty: 5080.806152
	Iteration 4Q: 3 clusters Score -2920222 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2920486.500000 Penalty: 5080.806152
	Iteration 5Q: 3 clusters Score -2920486 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2920726.500000 Penalty: 5080.806152
	Iteration 6Q: 3 clusters Score -2920726 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2920960.500000 Penalty: 5080.806152
	Iteration 7Q: 3 clusters Score -2920960 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2921266.000000 Penalty: 5080.806152
	Iteration 8Q: 3 clusters Score -2921266 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2921714.250000 Penalty: 5080.806152
	Iteration 9Q: 3 clusters Score -2921714 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2922371.500000 Penalty: 5080.806152
	Iteration 10Q: 3 clusters Score -2922372 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2923284.000000 Penalty: 5080.806152
	Iteration 11Q: 3 clusters Score -2923284 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2924422.000000 Penalty: 5080.806152
	Iteration 12Q: 3 clusters Score -2924422 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2925616.250000 Penalty: 5080.806152
	Iteration 13Q: 3 clusters Score -2925616 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2926646.500000 Penalty: 5080.806152
	Iteration 14Q: 3 clusters Score -2926646 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -2927482.000000 Penalty: 5080.806152
	Iteration 15Q: 3 clusters Score -2927482 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2928054.750000 Penalty: 5080.806152
	Iteration 16Q: 3 clusters Score -2928055 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -2928486.500000 Penalty: 5080.806152
	Iteration 17Q: 3 clusters Score -2928486 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -2928793.000000 Penalty: 5080.806152
	Iteration 18Q: 3 clusters Score -2928793 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -2929015.500000 Penalty: 5080.806152
	Iteration 19Q: 3 clusters Score -2929016 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -2929173.250000 Penalty: 5080.806152
	Iteration 20F: 3 clusters Score -2929173 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -2929296.000000 Penalty: 5080.806152
	Iteration 21Q: 3 clusters Score -2929296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -2929406.000000 Penalty: 5080.806152
	Iteration 22Q: 3 clusters Score -2929406 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -2929483.000000 Penalty: 5080.806152
	Iteration 23Q: 3 clusters Score -2929483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -2929546.500000 Penalty: 5080.806152
	Iteration 24Q: 3 clusters Score -2929546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -2929590.750000 Penalty: 5080.806152
	Iteration 25Q: 3 clusters Score -2929591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -2929626.500000 Penalty: 5080.806152
	Iteration 26Q: 3 clusters Score -2929626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -2929655.500000 Penalty: 5080.806152
	Iteration 27Q: 3 clusters Score -2929656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -2929676.250000 Penalty: 5080.806152
	Iteration 28Q: 3 clusters Score -2929676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2929694.750000 Penalty: 5080.806152
	Iteration 29Q: 3 clusters Score -2929695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -2929714.250000 Penalty: 5080.806152
	Iteration 30Q: 3 clusters Score -2929714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -2929732.500000 Penalty: 5080.806152
	Iteration 31Q: 3 clusters Score -2929732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -2929746.500000 Penalty: 5080.806152
	Iteration 32Q: 3 clusters Score -2929746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -2929746.500000 Penalty: 5080.806152
	Iteration 33Q: 3 clusters Score -2929746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2929752.000000 Penalty: 5080.806152
	Iteration 34Q: 3 clusters Score -2929752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -2929755.750000 Penalty: 5080.806152
	Iteration 35Q: 3 clusters Score -2929756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -2929759.500000 Penalty: 5080.806152
	Iteration 36Q: 3 clusters Score -2929760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -2929765.250000 Penalty: 5080.806152
	Iteration 37Q: 3 clusters Score -2929765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -2929767.500000 Penalty: 5080.806152
	Iteration 38Q: 3 clusters Score -2929768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -2929769.000000 Penalty: 5080.806152
	Iteration 39Q: 3 clusters Score -2929769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2929772.750000 Penalty: 5080.806152
	Iteration 40F: 3 clusters Score -2929773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -2929770.000000 Penalty: 5080.806152
	Iteration 41Q: 3 clusters Score -2929770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -2929771.750000 Penalty: 5080.806152
	Iteration 42Q: 3 clusters Score -2929772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2929773.500000 Penalty: 5080.806152
	Iteration 43Q: 3 clusters Score -2929774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -2929775.000000 Penalty: 5080.806152
	Iteration 44Q: 3 clusters Score -2929775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -2929775.750000 Penalty: 5080.806152
	Iteration 45Q: 3 clusters Score -2929776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -2929777.750000 Penalty: 5080.806152
	Iteration 46Q: 3 clusters Score -2929778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2929777.500000 Penalty: 5080.806152
	Iteration 47Q: 3 clusters Score -2929778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -2929772.750000 Penalty: 5080.806152
	Iteration 48Q: 3 clusters Score -2929773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -2929779.000000 Penalty: 5080.806152
	Iteration 49Q: 3 clusters Score -2929779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2929782.000000 Penalty: 5080.806152
	Iteration 50Q: 3 clusters Score -2929782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -2929785.750000 Penalty: 5080.806152
	Iteration 51Q: 3 clusters Score -2929786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -2929791.750000 Penalty: 5080.806152
	Iteration 52Q: 3 clusters Score -2929792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -2929797.000000 Penalty: 5080.806152
	Iteration 53Q: 3 clusters Score -2929797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -2929799.000000 Penalty: 5080.806152
	Iteration 54Q: 3 clusters Score -2929799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2929806.500000 Penalty: 5080.806152
	Iteration 55Q: 3 clusters Score -2929806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -2929811.250000 Penalty: 5080.806152
	Iteration 56Q: 3 clusters Score -2929811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -2929814.750000 Penalty: 5080.806152
	Iteration 57Q: 3 clusters Score -2929815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -2929813.000000 Penalty: 5080.806152
	Iteration 58Q: 3 clusters Score -2929813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -2929819.750000 Penalty: 5080.806152
	Iteration 59Q: 3 clusters Score -2929820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -2929822.750000 Penalty: 5080.806152
	Iteration 60F: 3 clusters Score -2929823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -2929825.000000 Penalty: 5080.806152
	Iteration 61Q: 3 clusters Score -2929825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2929825.500000 Penalty: 5080.806152
	Iteration 62Q: 3 clusters Score -2929826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -2929828.000000 Penalty: 5080.806152
	Iteration 63Q: 3 clusters Score -2929828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -2929830.000000 Penalty: 5080.806152
	Iteration 64Q: 3 clusters Score -2929830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -2929830.500000 Penalty: 5080.806152
	Iteration 65Q: 3 clusters Score -2929830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2929832.250000 Penalty: 5080.806152
	Iteration 66Q: 3 clusters Score -2929832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2929831.750000 Penalty: 5080.806152
	Iteration 67Q: 3 clusters Score -2929832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -2929833.500000 Penalty: 5080.806152
	Iteration 68Q: 3 clusters Score -2929834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -2929828.750000 Penalty: 5080.806152
	Iteration 69Q: 3 clusters Score -2929829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -2929833.750000 Penalty: 5080.806152
	Iteration 70Q: 3 clusters Score -2929834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -2929833.750000 Penalty: 5080.806152
	Iteration 71F: 3 clusters Score -2929834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -541147.875000 Penalty: 2113.550293
	Iteration 0F: 2 clusters Score -541147.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -536536.125000 Penalty: 4227.100586
	Iteration 0F: 3 clusters Score -536536.1 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -537603.062500 Penalty: 4227.100586
	Iteration 1F: 3 clusters Score -537603.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -537768.000000 Penalty: 4227.100586
	Iteration 2F: 3 clusters Score -537768 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -537876.562500 Penalty: 4227.100586
	Iteration 3Q: 3 clusters Score -537876.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -537964.250000 Penalty: 4227.100586
	Iteration 4Q: 3 clusters Score -537964.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -538033.312500 Penalty: 4227.100586
	Iteration 5Q: 3 clusters Score -538033.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -538085.937500 Penalty: 4227.100586
	Iteration 6Q: 3 clusters Score -538085.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -538126.500000 Penalty: 4227.100586
	Iteration 7Q: 3 clusters Score -538126.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -538158.500000 Penalty: 4227.100586
	Iteration 8Q: 3 clusters Score -538158.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -538186.000000 Penalty: 4227.100586
	Iteration 9Q: 3 clusters Score -538186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -538211.062500 Penalty: 4227.100586
	Iteration 10Q: 3 clusters Score -538211.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -538234.750000 Penalty: 4227.100586
	Iteration 11Q: 3 clusters Score -538234.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -538259.750000 Penalty: 4227.100586
	Iteration 12Q: 3 clusters Score -538259.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -538282.000000 Penalty: 4227.100586
	Iteration 13Q: 3 clusters Score -538282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -538299.687500 Penalty: 4227.100586
	Iteration 14Q: 3 clusters Score -538299.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -538312.687500 Penalty: 4227.100586
	Iteration 15Q: 3 clusters Score -538312.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -538327.500000 Penalty: 4227.100586
	Iteration 16Q: 3 clusters Score -538327.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -538337.375000 Penalty: 4227.100586
	Iteration 17Q: 3 clusters Score -538337.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -538347.687500 Penalty: 4227.100586
	Iteration 18Q: 3 clusters Score -538347.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -538356.687500 Penalty: 4227.100586
	Iteration 19Q: 3 clusters Score -538356.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -538362.500000 Penalty: 4227.100586
	Iteration 20F: 3 clusters Score -538362.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -538367.187500 Penalty: 4227.100586
	Iteration 21Q: 3 clusters Score -538367.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -538376.562500 Penalty: 4227.100586
	Iteration 22Q: 3 clusters Score -538376.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -538384.000000 Penalty: 4227.100586
	Iteration 23Q: 3 clusters Score -538384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -538393.375000 Penalty: 4227.100586
	Iteration 24Q: 3 clusters Score -538393.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -538402.500000 Penalty: 4227.100586
	Iteration 25Q: 3 clusters Score -538402.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -538410.625000 Penalty: 4227.100586
	Iteration 26Q: 3 clusters Score -538410.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -538422.062500 Penalty: 4227.100586
	Iteration 27Q: 3 clusters Score -538422.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -538432.125000 Penalty: 4227.100586
	Iteration 28Q: 3 clusters Score -538432.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -538442.500000 Penalty: 4227.100586
	Iteration 29Q: 3 clusters Score -538442.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -538454.625000 Penalty: 4227.100586
	Iteration 30Q: 3 clusters Score -538454.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -538464.812500 Penalty: 4227.100586
	Iteration 31Q: 3 clusters Score -538464.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -538478.375000 Penalty: 4227.100586
	Iteration 32Q: 3 clusters Score -538478.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -538489.312500 Penalty: 4227.100586
	Iteration 33Q: 3 clusters Score -538489.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -538504.250000 Penalty: 4227.100586
	Iteration 34Q: 3 clusters Score -538504.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -538521.562500 Penalty: 4227.100586
	Iteration 35Q: 3 clusters Score -538521.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -538542.000000 Penalty: 4227.100586
	Iteration 36Q: 3 clusters Score -538542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -538562.375000 Penalty: 4227.100586
	Iteration 37Q: 3 clusters Score -538562.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -538578.625000 Penalty: 4227.100586
	Iteration 38Q: 3 clusters Score -538578.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -538599.687500 Penalty: 4227.100586
	Iteration 39Q: 3 clusters Score -538599.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -538623.312500 Penalty: 4227.100586
	Iteration 40F: 3 clusters Score -538623.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -538639.812500 Penalty: 4227.100586
	Iteration 41Q: 3 clusters Score -538639.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -538655.875000 Penalty: 4227.100586
	Iteration 42Q: 3 clusters Score -538655.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -538672.500000 Penalty: 4227.100586
	Iteration 43Q: 3 clusters Score -538672.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -538690.000000 Penalty: 4227.100586
	Iteration 44Q: 3 clusters Score -538690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -538710.125000 Penalty: 4227.100586
	Iteration 45Q: 3 clusters Score -538710.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -538729.625000 Penalty: 4227.100586
	Iteration 46Q: 3 clusters Score -538729.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -538748.937500 Penalty: 4227.100586
	Iteration 47Q: 3 clusters Score -538748.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -538767.187500 Penalty: 4227.100586
	Iteration 48Q: 3 clusters Score -538767.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -538787.062500 Penalty: 4227.100586
	Iteration 49Q: 3 clusters Score -538787.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -538813.500000 Penalty: 4227.100586
	Iteration 50Q: 3 clusters Score -538813.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -538843.812500 Penalty: 4227.100586
	Iteration 51Q: 3 clusters Score -538843.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -538876.000000 Penalty: 4227.100586
	Iteration 52Q: 3 clusters Score -538876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -538909.000000 Penalty: 4227.100586
	Iteration 53Q: 3 clusters Score -538909 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -538944.625000 Penalty: 4227.100586
	Iteration 54Q: 3 clusters Score -538944.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -538981.812500 Penalty: 4227.100586
	Iteration 55Q: 3 clusters Score -538981.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -539016.062500 Penalty: 4227.100586
	Iteration 56Q: 3 clusters Score -539016.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -539049.000000 Penalty: 4227.100586
	Iteration 57Q: 3 clusters Score -539049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -539085.187500 Penalty: 4227.100586
	Iteration 58Q: 3 clusters Score -539085.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -539109.062500 Penalty: 4227.100586
	Iteration 59Q: 3 clusters Score -539109.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -539121.250000 Penalty: 4227.100586
	Iteration 60F: 3 clusters Score -539121.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -539137.812500 Penalty: 4227.100586
	Iteration 61Q: 3 clusters Score -539137.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -539151.125000 Penalty: 4227.100586
	Iteration 62Q: 3 clusters Score -539151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -539157.687500 Penalty: 4227.100586
	Iteration 63Q: 3 clusters Score -539157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -539162.312500 Penalty: 4227.100586
	Iteration 64Q: 3 clusters Score -539162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -539164.312500 Penalty: 4227.100586
	Iteration 65Q: 3 clusters Score -539164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -539164.562500 Penalty: 4227.100586
	Iteration 66Q: 3 clusters Score -539164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -539166.750000 Penalty: 4227.100586
	Iteration 67Q: 3 clusters Score -539166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -539168.937500 Penalty: 4227.100586
	Iteration 68Q: 3 clusters Score -539168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -539172.312500 Penalty: 4227.100586
	Iteration 69Q: 3 clusters Score -539172.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -539179.750000 Penalty: 4227.100586
	Iteration 70Q: 3 clusters Score -539179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -539183.187500 Penalty: 4227.100586
	Iteration 71Q: 3 clusters Score -539183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -539188.437500 Penalty: 4227.100586
	Iteration 72Q: 3 clusters Score -539188.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -539195.812500 Penalty: 4227.100586
	Iteration 73Q: 3 clusters Score -539195.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -539200.937500 Penalty: 4227.100586
	Iteration 74Q: 3 clusters Score -539200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -539207.312500 Penalty: 4227.100586
	Iteration 75Q: 3 clusters Score -539207.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -539212.687500 Penalty: 4227.100586
	Iteration 76Q: 3 clusters Score -539212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -539221.500000 Penalty: 4227.100586
	Iteration 77Q: 3 clusters Score -539221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -539230.125000 Penalty: 4227.100586
	Iteration 78Q: 3 clusters Score -539230.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -539234.937500 Penalty: 4227.100586
	Iteration 79Q: 3 clusters Score -539234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -539242.000000 Penalty: 4227.100586
	Iteration 80F: 3 clusters Score -539242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -539249.375000 Penalty: 4227.100586
	Iteration 81Q: 3 clusters Score -539249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -539254.125000 Penalty: 4227.100586
	Iteration 82Q: 3 clusters Score -539254.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -539263.812500 Penalty: 4227.100586
	Iteration 83Q: 3 clusters Score -539263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -539266.250000 Penalty: 4227.100586
	Iteration 84Q: 3 clusters Score -539266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -539271.812500 Penalty: 4227.100586
	Iteration 85Q: 3 clusters Score -539271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -539273.500000 Penalty: 4227.100586
	Iteration 86Q: 3 clusters Score -539273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -539274.812500 Penalty: 4227.100586
	Iteration 87Q: 3 clusters Score -539274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -539276.875000 Penalty: 4227.100586
	Iteration 88Q: 3 clusters Score -539276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -539277.562500 Penalty: 4227.100586
	Iteration 89Q: 3 clusters Score -539277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -539277.562500 Penalty: 4227.100586
	Iteration 90F: 3 clusters Score -539277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Entering Unmasked Estep 
Score: -3215399.750000 Penalty: 2561.750000
	Iteration 0F: 2 clusters Score -3215400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3194486.750000 Penalty: 5123.500000
	Iteration 0F: 3 clusters Score -3194487 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3201883.500000 Penalty: 5123.500000
	Iteration 1F: 3 clusters Score -3201884 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -3202284.500000 Penalty: 5123.500000
	Iteration 2Q: 3 clusters Score -3202284 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3202648.000000 Penalty: 5123.500000
	Iteration 3Q: 3 clusters Score -3202648 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3203039.000000 Penalty: 5123.500000
	Iteration 4Q: 3 clusters Score -3203039 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3203533.000000 Penalty: 5123.500000
	Iteration 5Q: 3 clusters Score -3203533 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3204249.000000 Penalty: 5123.500000
	Iteration 6Q: 3 clusters Score -3204249 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3205351.000000 Penalty: 5123.500000
	Iteration 7F: 3 clusters Score -3205351 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3206860.500000 Penalty: 5123.500000
	Iteration 8F: 3 clusters Score -3206860 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3208555.000000 Penalty: 5123.500000
	Iteration 9F: 3 clusters Score -3208555 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3210051.000000 Penalty: 5123.500000
	Iteration 10F: 3 clusters Score -3210051 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -3211126.250000 Penalty: 5123.500000
	Iteration 11Q: 3 clusters Score -3211126 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3211805.500000 Penalty: 5123.500000
	Iteration 12Q: 3 clusters Score -3211806 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3212248.250000 Penalty: 5123.500000
	Iteration 13Q: 3 clusters Score -3212248 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3212564.000000 Penalty: 5123.500000
	Iteration 14Q: 3 clusters Score -3212564 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3212840.500000 Penalty: 5123.500000
	Iteration 15Q: 3 clusters Score -3212840 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3213186.500000 Penalty: 5123.500000
	Iteration 16Q: 3 clusters Score -3213186 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3213423.750000 Penalty: 5123.500000
	Iteration 17Q: 3 clusters Score -3213424 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3213557.750000 Penalty: 5123.500000
	Iteration 18Q: 3 clusters Score -3213558 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3213615.500000 Penalty: 5123.500000
	Iteration 19Q: 3 clusters Score -3213616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3213633.750000 Penalty: 5123.500000
	Iteration 20F: 3 clusters Score -3213634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3213653.000000 Penalty: 5123.500000
	Iteration 21Q: 3 clusters Score -3213653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3213659.500000 Penalty: 5123.500000
	Iteration 22Q: 3 clusters Score -3213660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3213670.000000 Penalty: 5123.500000
	Iteration 23Q: 3 clusters Score -3213670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3213686.250000 Penalty: 5123.500000
	Iteration 24Q: 3 clusters Score -3213686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3213686.500000 Penalty: 5123.500000
	Iteration 25Q: 3 clusters Score -3213686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3213687.500000 Penalty: 5123.500000
	Iteration 26Q: 3 clusters Score -3213688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3213690.500000 Penalty: 5123.500000
	Iteration 27Q: 3 clusters Score -3213690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3213704.250000 Penalty: 5123.500000
	Iteration 28Q: 3 clusters Score -3213704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3213704.250000 Penalty: 5123.500000
	Iteration 29Q: 3 clusters Score -3213704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3213705.250000 Penalty: 5123.500000
	Iteration 30Q: 3 clusters Score -3213705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3213703.500000 Penalty: 5123.500000
	Iteration 31Q: 3 clusters Score -3213704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3213710.000000 Penalty: 5123.500000
	Iteration 32Q: 3 clusters Score -3213710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3213704.250000 Penalty: 5123.500000
	Iteration 33Q: 3 clusters Score -3213704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3213705.250000 Penalty: 5123.500000
	Iteration 34Q: 3 clusters Score -3213705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3213705.250000 Penalty: 5123.500000
	Iteration 35F: 3 clusters Score -3213705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -54597.585938 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -54597.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -52984.000000 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -52984 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53191.019531 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -53191.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53283.003906 Penalty: 3185.930420
	Iteration 2Q: 3 clusters Score -53283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -53313.398438 Penalty: 3185.930420
	Iteration 3Q: 3 clusters Score -53313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53324.335938 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -53324.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53346.937500 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -53346.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53360.074219 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -53360.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53379.761719 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -53379.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53417.359375 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -53417.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53476.234375 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -53476.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53501.140625 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -53501.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53537.898438 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -53537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53583.480469 Penalty: 3185.930420
	Iteration 12Q: 3 clusters Score -53583.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53625.636719 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -53625.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53666.414062 Penalty: 3185.930420
	Iteration 14Q: 3 clusters Score -53666.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53698.488281 Penalty: 3185.930420
	Iteration 15Q: 3 clusters Score -53698.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53727.179688 Penalty: 3185.930420
	Iteration 16Q: 3 clusters Score -53727.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53742.011719 Penalty: 3185.930420
	Iteration 17Q: 3 clusters Score -53742.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53773.984375 Penalty: 3185.930420
	Iteration 18Q: 3 clusters Score -53773.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53798.925781 Penalty: 3185.930420
	Iteration 19Q: 3 clusters Score -53798.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53830.265625 Penalty: 3185.930420
	Iteration 20F: 3 clusters Score -53830.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53855.457031 Penalty: 3185.930420
	Iteration 21Q: 3 clusters Score -53855.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53888.867188 Penalty: 3185.930420
	Iteration 22Q: 3 clusters Score -53888.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53898.781250 Penalty: 3185.930420
	Iteration 23Q: 3 clusters Score -53898.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -53903.582031 Penalty: 3185.930420
	Iteration 24Q: 3 clusters Score -53903.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53907.363281 Penalty: 3185.930420
	Iteration 25Q: 3 clusters Score -53907.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53915.019531 Penalty: 3185.930420
	Iteration 26Q: 3 clusters Score -53915.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53923.164062 Penalty: 3185.930420
	Iteration 27Q: 3 clusters Score -53923.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -53926.062500 Penalty: 3185.930420
	Iteration 28Q: 3 clusters Score -53926.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53938.113281 Penalty: 3185.930420
	Iteration 29Q: 3 clusters Score -53938.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53951.847656 Penalty: 3185.930420
	Iteration 30Q: 3 clusters Score -53951.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53961.554688 Penalty: 3185.930420
	Iteration 31Q: 3 clusters Score -53961.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53965.082031 Penalty: 3185.930420
	Iteration 32Q: 3 clusters Score -53965.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53967.949219 Penalty: 3185.930420
	Iteration 33Q: 3 clusters Score -53967.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53967.949219 Penalty: 3185.930420
	Iteration 34F: 3 clusters Score -53967.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -62221.386719 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -62221.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -60539.199219 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -60539.2 nChanged 150
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: -60793.691406 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -60793.69 nChanged 46
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: -60921.640625 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -60921.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61041.273438 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -61041.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61085.828125 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -61085.83 nChanged 13
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: -61120.949219 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -61120.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61147.476562 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -61147.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61175.214844 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -61175.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61205.031250 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -61205.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -61213.488281 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -61213.49 nChanged 1
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: -61214.753906 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -61214.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61219.156250 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -61219.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61219.785156 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -61219.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61219.785156 Penalty: 3224.639648
	Iteration 13F: 3 clusters Score -61219.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -668304.687500 Penalty: 2175.722656
	Iteration 0F: 2 clusters Score -668304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -662817.500000 Penalty: 4351.445312
	Iteration 0F: 3 clusters Score -662817.5 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -664288.937500 Penalty: 4351.445312
	Iteration 1F: 3 clusters Score -664288.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -664507.437500 Penalty: 4351.445312
	Iteration 2F: 3 clusters Score -664507.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -664635.625000 Penalty: 4351.445312
	Iteration 3Q: 3 clusters Score -664635.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -664754.375000 Penalty: 4351.445312
	Iteration 4Q: 3 clusters Score -664754.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -664864.125000 Penalty: 4351.445312
	Iteration 5Q: 3 clusters Score -664864.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -664968.187500 Penalty: 4351.445312
	Iteration 6Q: 3 clusters Score -664968.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -665057.437500 Penalty: 4351.445312
	Iteration 7Q: 3 clusters Score -665057.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -665145.812500 Penalty: 4351.445312
	Iteration 8Q: 3 clusters Score -665145.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -665259.687500 Penalty: 4351.445312
	Iteration 9Q: 3 clusters Score -665259.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -665374.250000 Penalty: 4351.445312
	Iteration 10Q: 3 clusters Score -665374.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -665490.437500 Penalty: 4351.445312
	Iteration 11Q: 3 clusters Score -665490.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -665589.625000 Penalty: 4351.445312
	Iteration 12Q: 3 clusters Score -665589.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -665674.062500 Penalty: 4351.445312
	Iteration 13Q: 3 clusters Score -665674.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -665752.500000 Penalty: 4351.445312
	Iteration 14Q: 3 clusters Score -665752.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -665826.750000 Penalty: 4351.445312
	Iteration 15Q: 3 clusters Score -665826.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -665897.250000 Penalty: 4351.445312
	Iteration 16Q: 3 clusters Score -665897.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -665957.625000 Penalty: 4351.445312
	Iteration 17Q: 3 clusters Score -665957.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -665996.562500 Penalty: 4351.445312
	Iteration 18Q: 3 clusters Score -665996.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -666034.375000 Penalty: 4351.445312
	Iteration 19Q: 3 clusters Score -666034.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -666068.687500 Penalty: 4351.445312
	Iteration 20F: 3 clusters Score -666068.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -666093.250000 Penalty: 4351.445312
	Iteration 21Q: 3 clusters Score -666093.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -666119.437500 Penalty: 4351.445312
	Iteration 22Q: 3 clusters Score -666119.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -666141.750000 Penalty: 4351.445312
	Iteration 23Q: 3 clusters Score -666141.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -666160.937500 Penalty: 4351.445312
	Iteration 24Q: 3 clusters Score -666160.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -666188.000000 Penalty: 4351.445312
	Iteration 25Q: 3 clusters Score -666188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -666214.125000 Penalty: 4351.445312
	Iteration 26Q: 3 clusters Score -666214.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -666240.062500 Penalty: 4351.445312
	Iteration 27Q: 3 clusters Score -666240.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -666265.687500 Penalty: 4351.445312
	Iteration 28Q: 3 clusters Score -666265.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -666283.000000 Penalty: 4351.445312
	Iteration 29Q: 3 clusters Score -666283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -666296.125000 Penalty: 4351.445312
	Iteration 30Q: 3 clusters Score -666296.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -666305.000000 Penalty: 4351.445312
	Iteration 31Q: 3 clusters Score -666305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -666315.125000 Penalty: 4351.445312
	Iteration 32Q: 3 clusters Score -666315.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -666320.937500 Penalty: 4351.445312
	Iteration 33Q: 3 clusters Score -666320.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -666328.375000 Penalty: 4351.445312
	Iteration 34Q: 3 clusters Score -666328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -666332.750000 Penalty: 4351.445312
	Iteration 35Q: 3 clusters Score -666332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -666338.125000 Penalty: 4351.445312
	Iteration 36Q: 3 clusters Score -666338.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -666347.937500 Penalty: 4351.445312
	Iteration 37Q: 3 clusters Score -666347.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -666350.437500 Penalty: 4351.445312
	Iteration 38Q: 3 clusters Score -666350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -666352.875000 Penalty: 4351.445312
	Iteration 39Q: 3 clusters Score -666352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -666357.000000 Penalty: 4351.445312
	Iteration 40F: 3 clusters Score -666357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -666358.312500 Penalty: 4351.445312
	Iteration 41Q: 3 clusters Score -666358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -666359.375000 Penalty: 4351.445312
	Iteration 42Q: 3 clusters Score -666359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -666360.562500 Penalty: 4351.445312
	Iteration 43Q: 3 clusters Score -666360.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -666362.125000 Penalty: 4351.445312
	Iteration 44Q: 3 clusters Score -666362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -666362.250000 Penalty: 4351.445312
	Iteration 45Q: 3 clusters Score -666362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -666363.000000 Penalty: 4351.445312
	Iteration 46Q: 3 clusters Score -666363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -666364.687500 Penalty: 4351.445312
	Iteration 47Q: 3 clusters Score -666364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -666366.812500 Penalty: 4351.445312
	Iteration 48Q: 3 clusters Score -666366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -666367.750000 Penalty: 4351.445312
	Iteration 49Q: 3 clusters Score -666367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -666369.562500 Penalty: 4351.445312
	Iteration 50Q: 3 clusters Score -666369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -666374.375000 Penalty: 4351.445312
	Iteration 51Q: 3 clusters Score -666374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -666375.125000 Penalty: 4351.445312
	Iteration 52Q: 3 clusters Score -666375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -666375.500000 Penalty: 4351.445312
	Iteration 53Q: 3 clusters Score -666375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -666377.937500 Penalty: 4351.445312
	Iteration 54Q: 3 clusters Score -666377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -666380.125000 Penalty: 4351.445312
	Iteration 55Q: 3 clusters Score -666380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -666382.000000 Penalty: 4351.445312
	Iteration 56Q: 3 clusters Score -666382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -666384.000000 Penalty: 4351.445312
	Iteration 57Q: 3 clusters Score -666384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -666384.312500 Penalty: 4351.445312
	Iteration 58Q: 3 clusters Score -666384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -666384.812500 Penalty: 4351.445312
	Iteration 59Q: 3 clusters Score -666384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -666386.500000 Penalty: 4351.445312
	Iteration 60F: 3 clusters Score -666386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -666387.937500 Penalty: 4351.445312
	Iteration 61Q: 3 clusters Score -666387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -666387.875000 Penalty: 4351.445312
	Iteration 62Q: 3 clusters Score -666387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -666388.937500 Penalty: 4351.445312
	Iteration 63Q: 3 clusters Score -666388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -666388.812500 Penalty: 4351.445312
	Iteration 64Q: 3 clusters Score -666388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -666389.500000 Penalty: 4351.445312
	Iteration 65Q: 3 clusters Score -666389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -666390.187500 Penalty: 4351.445312
	Iteration 66Q: 3 clusters Score -666390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -666389.937500 Penalty: 4351.445312
	Iteration 67Q: 3 clusters Score -666389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -666389.937500 Penalty: 4351.445312
	Iteration 68F: 3 clusters Score -666389.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Entering Unmasked Estep 
Score: -4589786.000000 Penalty: 2647.705322
	Iteration 0F: 2 clusters Score -4589786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4560462.000000 Penalty: 5295.410645
	Iteration 0F: 3 clusters Score -4560462 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4571175.000000 Penalty: 5295.410645
	Iteration 1F: 3 clusters Score -4571175 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4571670.500000 Penalty: 5295.410645
	Iteration 2Q: 3 clusters Score -4571670 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4572106.500000 Penalty: 5295.410645
	Iteration 3Q: 3 clusters Score -4572106 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4572443.000000 Penalty: 5295.410645
	Iteration 4Q: 3 clusters Score -4572443 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4572835.000000 Penalty: 5295.410645
	Iteration 5Q: 3 clusters Score -4572835 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -4573229.500000 Penalty: 5295.410645
	Iteration 6Q: 3 clusters Score -4573230 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4573606.500000 Penalty: 5295.410645
	Iteration 7Q: 3 clusters Score -4573606 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -4574063.000000 Penalty: 5295.410645
	Iteration 8Q: 3 clusters Score -4574063 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4574617.500000 Penalty: 5295.410645
	Iteration 9Q: 3 clusters Score -4574618 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4575344.500000 Penalty: 5295.410645
	Iteration 10Q: 3 clusters Score -4575344 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -4576412.000000 Penalty: 5295.410645
	Iteration 11Q: 3 clusters Score -4576412 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4577938.500000 Penalty: 5295.410645
	Iteration 12F: 3 clusters Score -4577938 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -4579684.000000 Penalty: 5295.410645
	Iteration 13F: 3 clusters Score -4579684 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -4580922.000000 Penalty: 5295.410645
	Iteration 14F: 3 clusters Score -4580922 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -4581559.500000 Penalty: 5295.410645
	Iteration 15Q: 3 clusters Score -4581560 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -4581907.500000 Penalty: 5295.410645
	Iteration 16Q: 3 clusters Score -4581908 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -4582132.500000 Penalty: 5295.410645
	Iteration 17Q: 3 clusters Score -4582132 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4582322.000000 Penalty: 5295.410645
	Iteration 18Q: 3 clusters Score -4582322 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4582541.500000 Penalty: 5295.410645
	Iteration 19Q: 3 clusters Score -4582542 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4582780.500000 Penalty: 5295.410645
	Iteration 20F: 3 clusters Score -4582780 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -4583020.000000 Penalty: 5295.410645
	Iteration 21Q: 3 clusters Score -4583020 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4583351.000000 Penalty: 5295.410645
	Iteration 22Q: 3 clusters Score -4583351 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4583661.000000 Penalty: 5295.410645
	Iteration 23Q: 3 clusters Score -4583661 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -4583991.000000 Penalty: 5295.410645
	Iteration 24Q: 3 clusters Score -4583991 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -4584409.000000 Penalty: 5295.410645
	Iteration 25Q: 3 clusters Score -4584409 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4584864.000000 Penalty: 5295.410645
	Iteration 26Q: 3 clusters Score -4584864 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4585340.500000 Penalty: 5295.410645
	Iteration 27Q: 3 clusters Score -4585340 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -4585790.000000 Penalty: 5295.410645
	Iteration 28Q: 3 clusters Score -4585790 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -4586301.000000 Penalty: 5295.410645
	Iteration 29Q: 3 clusters Score -4586301 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -4586781.000000 Penalty: 5295.410645
	Iteration 30Q: 3 clusters Score -4586781 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4587235.000000 Penalty: 5295.410645
	Iteration 31Q: 3 clusters Score -4587235 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4587620.500000 Penalty: 5295.410645
	Iteration 32Q: 3 clusters Score -4587620 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4587920.000000 Penalty: 5295.410645
	Iteration 33Q: 3 clusters Score -4587920 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4588132.500000 Penalty: 5295.410645
	Iteration 34Q: 3 clusters Score -4588132 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -4588304.500000 Penalty: 5295.410645
	Iteration 35Q: 3 clusters Score -4588304 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -4588437.000000 Penalty: 5295.410645
	Iteration 36Q: 3 clusters Score -4588437 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4588538.000000 Penalty: 5295.410645
	Iteration 37Q: 3 clusters Score -4588538 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4588599.000000 Penalty: 5295.410645
	Iteration 38Q: 3 clusters Score -4588599 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4588666.500000 Penalty: 5295.410645
	Iteration 39Q: 3 clusters Score -4588666 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4588893.000000 Penalty: 5295.410645
	Iteration 40F: 3 clusters Score -4588893 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -4589000.000000 Penalty: 5295.410645
	Iteration 41Q: 3 clusters Score -4589000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4589037.500000 Penalty: 5295.410645
	Iteration 42Q: 3 clusters Score -4589038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4589067.500000 Penalty: 5295.410645
	Iteration 43Q: 3 clusters Score -4589068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -4589087.000000 Penalty: 5295.410645
	Iteration 44Q: 3 clusters Score -4589087 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4589106.000000 Penalty: 5295.410645
	Iteration 45Q: 3 clusters Score -4589106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -4589114.500000 Penalty: 5295.410645
	Iteration 46Q: 3 clusters Score -4589114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -4589136.000000 Penalty: 5295.410645
	Iteration 47Q: 3 clusters Score -4589136 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -4589163.500000 Penalty: 5295.410645
	Iteration 48Q: 3 clusters Score -4589164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -4589171.500000 Penalty: 5295.410645
	Iteration 49Q: 3 clusters Score -4589172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -4589179.000000 Penalty: 5295.410645
	Iteration 50Q: 3 clusters Score -4589179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -4589178.500000 Penalty: 5295.410645
	Iteration 51Q: 3 clusters Score -4589178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -4589188.000000 Penalty: 5295.410645
	Iteration 52Q: 3 clusters Score -4589188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4589179.500000 Penalty: 5295.410645
	Iteration 53Q: 3 clusters Score -4589180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4589196.500000 Penalty: 5295.410645
	Iteration 54Q: 3 clusters Score -4589196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -4589202.000000 Penalty: 5295.410645
	Iteration 55Q: 3 clusters Score -4589202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -4589203.000000 Penalty: 5295.410645
	Iteration 56Q: 3 clusters Score -4589203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -4589205.000000 Penalty: 5295.410645
	Iteration 57Q: 3 clusters Score -4589205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -4589203.000000 Penalty: 5295.410645
	Iteration 58Q: 3 clusters Score -4589203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -4589203.500000 Penalty: 5295.410645
	Iteration 59Q: 3 clusters Score -4589204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -4589198.500000 Penalty: 5295.410645
	Iteration 60F: 3 clusters Score -4589198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4589211.000000 Penalty: 5295.410645
	Iteration 61Q: 3 clusters Score -4589211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4589216.500000 Penalty: 5295.410645
	Iteration 62Q: 3 clusters Score -4589216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4589217.000000 Penalty: 5295.410645
	Iteration 63Q: 3 clusters Score -4589217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -4589218.000000 Penalty: 5295.410645
	Iteration 64Q: 3 clusters Score -4589218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4589217.500000 Penalty: 5295.410645
	Iteration 65Q: 3 clusters Score -4589218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -4589217.000000 Penalty: 5295.410645
	Iteration 66Q: 3 clusters Score -4589217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -4589215.500000 Penalty: 5295.410645
	Iteration 67Q: 3 clusters Score -4589216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -4589215.500000 Penalty: 5295.410645
	Iteration 68F: 3 clusters Score -4589216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Entering Unmasked Estep 
Score: -700509.000000 Penalty: 2179.684570
	Iteration 0F: 2 clusters Score -700509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -694992.500000 Penalty: 4359.369141
	Iteration 0F: 3 clusters Score -694992.5 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -696456.875000 Penalty: 4359.369141
	Iteration 1F: 3 clusters Score -696456.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -696773.687500 Penalty: 4359.369141
	Iteration 2F: 3 clusters Score -696773.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -697029.562500 Penalty: 4359.369141
	Iteration 3F: 3 clusters Score -697029.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -697295.062500 Penalty: 4359.369141
	Iteration 4F: 3 clusters Score -697295.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -697531.875000 Penalty: 4359.369141
	Iteration 5F: 3 clusters Score -697531.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -697742.750000 Penalty: 4359.369141
	Iteration 6Q: 3 clusters Score -697742.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -697921.625000 Penalty: 4359.369141
	Iteration 7Q: 3 clusters Score -697921.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -698086.375000 Penalty: 4359.369141
	Iteration 8Q: 3 clusters Score -698086.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -698224.812500 Penalty: 4359.369141
	Iteration 9Q: 3 clusters Score -698224.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -698338.250000 Penalty: 4359.369141
	Iteration 10Q: 3 clusters Score -698338.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -698445.437500 Penalty: 4359.369141
	Iteration 11Q: 3 clusters Score -698445.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -698515.687500 Penalty: 4359.369141
	Iteration 12Q: 3 clusters Score -698515.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -698593.437500 Penalty: 4359.369141
	Iteration 13Q: 3 clusters Score -698593.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -698668.687500 Penalty: 4359.369141
	Iteration 14Q: 3 clusters Score -698668.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -698759.750000 Penalty: 4359.369141
	Iteration 15Q: 3 clusters Score -698759.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -698829.437500 Penalty: 4359.369141
	Iteration 16Q: 3 clusters Score -698829.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -698873.562500 Penalty: 4359.369141
	Iteration 17Q: 3 clusters Score -698873.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -698900.812500 Penalty: 4359.369141
	Iteration 18Q: 3 clusters Score -698900.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -698920.125000 Penalty: 4359.369141
	Iteration 19Q: 3 clusters Score -698920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -698930.937500 Penalty: 4359.369141
	Iteration 20F: 3 clusters Score -698930.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -698940.812500 Penalty: 4359.369141
	Iteration 21Q: 3 clusters Score -698940.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -698948.000000 Penalty: 4359.369141
	Iteration 22Q: 3 clusters Score -698948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -698950.812500 Penalty: 4359.369141
	Iteration 23Q: 3 clusters Score -698950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -698953.687500 Penalty: 4359.369141
	Iteration 24Q: 3 clusters Score -698953.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -698958.937500 Penalty: 4359.369141
	Iteration 25Q: 3 clusters Score -698958.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -698960.062500 Penalty: 4359.369141
	Iteration 26Q: 3 clusters Score -698960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -698963.750000 Penalty: 4359.369141
	Iteration 27Q: 3 clusters Score -698963.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -698969.000000 Penalty: 4359.369141
	Iteration 28Q: 3 clusters Score -698969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -698973.000000 Penalty: 4359.369141
	Iteration 29Q: 3 clusters Score -698973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -698978.687500 Penalty: 4359.369141
	Iteration 30Q: 3 clusters Score -698978.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -698986.187500 Penalty: 4359.369141
	Iteration 31Q: 3 clusters Score -698986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -698991.562500 Penalty: 4359.369141
	Iteration 32Q: 3 clusters Score -698991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -698996.250000 Penalty: 4359.369141
	Iteration 33Q: 3 clusters Score -698996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -698998.375000 Penalty: 4359.369141
	Iteration 34Q: 3 clusters Score -698998.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -698998.375000 Penalty: 4359.369141
	Iteration 35F: 3 clusters Score -698998.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -8631.521484 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -8631.521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7838.047363 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -7838.047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -129175.382812 Penalty: 1780.279297
	Iteration 0F: 2 clusters Score -129175.4 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 627 members 
Entering Unmasked Estep 
Score: -126997.875000 Penalty: 3560.558594
	Iteration 0F: 3 clusters Score -126997.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127285.796875 Penalty: 3560.558594
	Iteration 1F: 3 clusters Score -127285.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -127371.695312 Penalty: 3560.558594
	Iteration 2F: 3 clusters Score -127371.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127423.585938 Penalty: 3560.558594
	Iteration 3Q: 3 clusters Score -127423.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127457.531250 Penalty: 3560.558594
	Iteration 4Q: 3 clusters Score -127457.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -127481.718750 Penalty: 3560.558594
	Iteration 5Q: 3 clusters Score -127481.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127496.695312 Penalty: 3560.558594
	Iteration 6Q: 3 clusters Score -127496.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127506.757812 Penalty: 3560.558594
	Iteration 7Q: 3 clusters Score -127506.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -127511.195312 Penalty: 3560.558594
	Iteration 8Q: 3 clusters Score -127511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127518.984375 Penalty: 3560.558594
	Iteration 9Q: 3 clusters Score -127519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127522.375000 Penalty: 3560.558594
	Iteration 10Q: 3 clusters Score -127522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127524.664062 Penalty: 3560.558594
	Iteration 11Q: 3 clusters Score -127524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127526.664062 Penalty: 3560.558594
	Iteration 12Q: 3 clusters Score -127526.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -127526.664062 Penalty: 3560.558594
	Iteration 13F: 3 clusters Score -127526.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Entering Unmasked Estep 
Score: -2330039.250000 Penalty: 2476.981445
	Iteration 0F: 2 clusters Score -2330039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2314874.500000 Penalty: 4953.962891
	Iteration 0F: 3 clusters Score -2314874 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2319748.250000 Penalty: 4953.962891
	Iteration 1F: 3 clusters Score -2319748 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2320073.750000 Penalty: 4953.962891
	Iteration 2Q: 3 clusters Score -2320074 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2320344.750000 Penalty: 4953.962891
	Iteration 3Q: 3 clusters Score -2320345 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2320651.000000 Penalty: 4953.962891
	Iteration 4Q: 3 clusters Score -2320651 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2320989.750000 Penalty: 4953.962891
	Iteration 5Q: 3 clusters Score -2320990 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2321383.000000 Penalty: 4953.962891
	Iteration 6Q: 3 clusters Score -2321383 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2321845.000000 Penalty: 4953.962891
	Iteration 7Q: 3 clusters Score -2321845 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2322437.000000 Penalty: 4953.962891
	Iteration 8Q: 3 clusters Score -2322437 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2323231.000000 Penalty: 4953.962891
	Iteration 9F: 3 clusters Score -2323231 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2324276.250000 Penalty: 4953.962891
	Iteration 10F: 3 clusters Score -2324276 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2325372.750000 Penalty: 4953.962891
	Iteration 11F: 3 clusters Score -2325373 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2326145.250000 Penalty: 4953.962891
	Iteration 12Q: 3 clusters Score -2326145 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2326545.250000 Penalty: 4953.962891
	Iteration 13Q: 3 clusters Score -2326545 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2326752.250000 Penalty: 4953.962891
	Iteration 14Q: 3 clusters Score -2326752 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2326878.250000 Penalty: 4953.962891
	Iteration 15Q: 3 clusters Score -2326878 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2326997.250000 Penalty: 4953.962891
	Iteration 16Q: 3 clusters Score -2326997 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2327090.000000 Penalty: 4953.962891
	Iteration 17Q: 3 clusters Score -2327090 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2327171.500000 Penalty: 4953.962891
	Iteration 18Q: 3 clusters Score -2327172 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2327243.250000 Penalty: 4953.962891
	Iteration 19Q: 3 clusters Score -2327243 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2327300.000000 Penalty: 4953.962891
	Iteration 20F: 3 clusters Score -2327300 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2327360.000000 Penalty: 4953.962891
	Iteration 21Q: 3 clusters Score -2327360 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2327419.500000 Penalty: 4953.962891
	Iteration 22Q: 3 clusters Score -2327420 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2327458.250000 Penalty: 4953.962891
	Iteration 23Q: 3 clusters Score -2327458 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2327499.750000 Penalty: 4953.962891
	Iteration 24Q: 3 clusters Score -2327500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2327544.500000 Penalty: 4953.962891
	Iteration 25Q: 3 clusters Score -2327544 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2327575.000000 Penalty: 4953.962891
	Iteration 26Q: 3 clusters Score -2327575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2327606.250000 Penalty: 4953.962891
	Iteration 27Q: 3 clusters Score -2327606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2327623.000000 Penalty: 4953.962891
	Iteration 28Q: 3 clusters Score -2327623 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2327640.500000 Penalty: 4953.962891
	Iteration 29Q: 3 clusters Score -2327640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2327665.000000 Penalty: 4953.962891
	Iteration 30Q: 3 clusters Score -2327665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2327669.250000 Penalty: 4953.962891
	Iteration 31Q: 3 clusters Score -2327669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2327694.750000 Penalty: 4953.962891
	Iteration 32Q: 3 clusters Score -2327695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2327709.000000 Penalty: 4953.962891
	Iteration 33Q: 3 clusters Score -2327709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2327724.000000 Penalty: 4953.962891
	Iteration 34Q: 3 clusters Score -2327724 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2327736.250000 Penalty: 4953.962891
	Iteration 35Q: 3 clusters Score -2327736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2327753.250000 Penalty: 4953.962891
	Iteration 36Q: 3 clusters Score -2327753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2327778.750000 Penalty: 4953.962891
	Iteration 37Q: 3 clusters Score -2327779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2327795.250000 Penalty: 4953.962891
	Iteration 38Q: 3 clusters Score -2327795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2327814.750000 Penalty: 4953.962891
	Iteration 39Q: 3 clusters Score -2327815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2327840.000000 Penalty: 4953.962891
	Iteration 40F: 3 clusters Score -2327840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2327854.750000 Penalty: 4953.962891
	Iteration 41Q: 3 clusters Score -2327855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2327865.250000 Penalty: 4953.962891
	Iteration 42Q: 3 clusters Score -2327865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2327877.250000 Penalty: 4953.962891
	Iteration 43Q: 3 clusters Score -2327877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2327886.250000 Penalty: 4953.962891
	Iteration 44Q: 3 clusters Score -2327886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2327897.000000 Penalty: 4953.962891
	Iteration 45Q: 3 clusters Score -2327897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2327897.000000 Penalty: 4953.962891
	Iteration 46Q: 3 clusters Score -2327897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2327902.250000 Penalty: 4953.962891
	Iteration 47Q: 3 clusters Score -2327902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2327899.500000 Penalty: 4953.962891
	Iteration 48Q: 3 clusters Score -2327900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2327903.750000 Penalty: 4953.962891
	Iteration 49Q: 3 clusters Score -2327904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2327910.500000 Penalty: 4953.962891
	Iteration 50Q: 3 clusters Score -2327910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2327907.250000 Penalty: 4953.962891
	Iteration 51Q: 3 clusters Score -2327907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2327909.250000 Penalty: 4953.962891
	Iteration 52Q: 3 clusters Score -2327909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2327911.250000 Penalty: 4953.962891
	Iteration 53Q: 3 clusters Score -2327911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2327916.000000 Penalty: 4953.962891
	Iteration 54Q: 3 clusters Score -2327916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2327914.500000 Penalty: 4953.962891
	Iteration 55Q: 3 clusters Score -2327914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2327916.750000 Penalty: 4953.962891
	Iteration 56Q: 3 clusters Score -2327917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2327920.750000 Penalty: 4953.962891
	Iteration 57Q: 3 clusters Score -2327921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2327920.250000 Penalty: 4953.962891
	Iteration 58Q: 3 clusters Score -2327920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2327921.000000 Penalty: 4953.962891
	Iteration 59Q: 3 clusters Score -2327921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2327924.000000 Penalty: 4953.962891
	Iteration 60F: 3 clusters Score -2327924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2327925.000000 Penalty: 4953.962891
	Iteration 61Q: 3 clusters Score -2327925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2327926.000000 Penalty: 4953.962891
	Iteration 62Q: 3 clusters Score -2327926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2327926.000000 Penalty: 4953.962891
	Iteration 63Q: 3 clusters Score -2327926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2327932.250000 Penalty: 4953.962891
	Iteration 64Q: 3 clusters Score -2327932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2327935.500000 Penalty: 4953.962891
	Iteration 65Q: 3 clusters Score -2327936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2327938.000000 Penalty: 4953.962891
	Iteration 66Q: 3 clusters Score -2327938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2327937.250000 Penalty: 4953.962891
	Iteration 67Q: 3 clusters Score -2327937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2327934.000000 Penalty: 4953.962891
	Iteration 68Q: 3 clusters Score -2327934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2327933.250000 Penalty: 4953.962891
	Iteration 69Q: 3 clusters Score -2327933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2327936.250000 Penalty: 4953.962891
	Iteration 70Q: 3 clusters Score -2327936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2327934.750000 Penalty: 4953.962891
	Iteration 71Q: 3 clusters Score -2327935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -2327938.000000 Penalty: 4953.962891
	Iteration 72Q: 3 clusters Score -2327938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2327936.000000 Penalty: 4953.962891
	Iteration 73Q: 3 clusters Score -2327936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2327941.000000 Penalty: 4953.962891
	Iteration 74Q: 3 clusters Score -2327941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2327942.500000 Penalty: 4953.962891
	Iteration 75Q: 3 clusters Score -2327942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2327942.500000 Penalty: 4953.962891
	Iteration 76Q: 3 clusters Score -2327942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -2327944.250000 Penalty: 4953.962891
	Iteration 77Q: 3 clusters Score -2327944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2327945.750000 Penalty: 4953.962891
	Iteration 78Q: 3 clusters Score -2327946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2327943.500000 Penalty: 4953.962891
	Iteration 79Q: 3 clusters Score -2327944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2327942.000000 Penalty: 4953.962891
	Iteration 80F: 3 clusters Score -2327942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2327944.250000 Penalty: 4953.962891
	Iteration 81Q: 3 clusters Score -2327944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2327944.750000 Penalty: 4953.962891
	Iteration 82Q: 3 clusters Score -2327945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2327942.250000 Penalty: 4953.962891
	Iteration 83Q: 3 clusters Score -2327942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2327943.250000 Penalty: 4953.962891
	Iteration 84Q: 3 clusters Score -2327943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2327944.250000 Penalty: 4953.962891
	Iteration 85Q: 3 clusters Score -2327944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2327943.000000 Penalty: 4953.962891
	Iteration 86Q: 3 clusters Score -2327943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2327941.250000 Penalty: 4953.962891
	Iteration 87Q: 3 clusters Score -2327941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2327948.250000 Penalty: 4953.962891
	Iteration 88Q: 3 clusters Score -2327948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2327952.500000 Penalty: 4953.962891
	Iteration 89Q: 3 clusters Score -2327952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2327953.000000 Penalty: 4953.962891
	Iteration 90Q: 3 clusters Score -2327953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2327951.500000 Penalty: 4953.962891
	Iteration 91Q: 3 clusters Score -2327952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -2327953.000000 Penalty: 4953.962891
	Iteration 92Q: 3 clusters Score -2327953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2327953.500000 Penalty: 4953.962891
	Iteration 93Q: 3 clusters Score -2327954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2327958.000000 Penalty: 4953.962891
	Iteration 94Q: 3 clusters Score -2327958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2327958.500000 Penalty: 4953.962891
	Iteration 95Q: 3 clusters Score -2327958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2327959.500000 Penalty: 4953.962891
	Iteration 96Q: 3 clusters Score -2327960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2327960.500000 Penalty: 4953.962891
	Iteration 97Q: 3 clusters Score -2327960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2327957.750000 Penalty: 4953.962891
	Iteration 98Q: 3 clusters Score -2327958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2327958.250000 Penalty: 4953.962891
	Iteration 99Q: 3 clusters Score -2327958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2327956.500000 Penalty: 4953.962891
	Iteration 100F: 3 clusters Score -2327956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2327962.250000 Penalty: 4953.962891
	Iteration 101Q: 3 clusters Score -2327962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2327965.250000 Penalty: 4953.962891
	Iteration 102Q: 3 clusters Score -2327965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2327965.250000 Penalty: 4953.962891
	Iteration 103F: 3 clusters Score -2327965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208253 members 
Entering Unmasked Estep 
Score: -21821924.000000 Penalty: 3037.134033
	Iteration 0F: 2 clusters Score -2.182192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -21688924.000000 Penalty: 6074.268066
	Iteration 0F: 3 clusters Score -2.168892e+07 nChanged 99955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105032 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -21748466.000000 Penalty: 6074.268066
	Iteration 1F: 3 clusters Score -2.174847e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105503 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -21750244.000000 Penalty: 6074.268066
	Iteration 2Q: 3 clusters Score -2.175024e+07 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106249 members 
Mstep: Class 2 contains 102004 members 
Entering Unmasked Estep 
Score: -21752342.000000 Penalty: 6074.268066
	Iteration 3Q: 3 clusters Score -2.175234e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -21755852.000000 Penalty: 6074.268066
	Iteration 4Q: 3 clusters Score -2.175585e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108721 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -21761768.000000 Penalty: 6074.268066
	Iteration 5Q: 3 clusters Score -2.176177e+07 nChanged 12222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109701 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -21770856.000000 Penalty: 6074.268066
	Iteration 6F: 3 clusters Score -2.177086e+07 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109569 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -21783464.000000 Penalty: 6074.268066
	Iteration 7F: 3 clusters Score -2.178346e+07 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108301 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -21794584.000000 Penalty: 6074.268066
	Iteration 8F: 3 clusters Score -2.179458e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 101410 members 
Entering Unmasked Estep 
Score: -21799676.000000 Penalty: 6074.268066
	Iteration 9F: 3 clusters Score -2.179968e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 102987 members 
Entering Unmasked Estep 
Score: -21801622.000000 Penalty: 6074.268066
	Iteration 10Q: 3 clusters Score -2.180162e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 104750 members 
Entering Unmasked Estep 
Score: -21803028.000000 Penalty: 6074.268066
	Iteration 11Q: 3 clusters Score -2.180303e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101565 members 
Mstep: Class 2 contains 106688 members 
Entering Unmasked Estep 
Score: -21804538.000000 Penalty: 6074.268066
	Iteration 12Q: 3 clusters Score -2.180454e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -21805738.000000 Penalty: 6074.268066
	Iteration 13Q: 3 clusters Score -2.180574e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -21806628.000000 Penalty: 6074.268066
	Iteration 14Q: 3 clusters Score -2.180663e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 112605 members 
Entering Unmasked Estep 
Score: -21807442.000000 Penalty: 6074.268066
	Iteration 15Q: 3 clusters Score -2.180744e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 114547 members 
Entering Unmasked Estep 
Score: -21808192.000000 Penalty: 6074.268066
	Iteration 16Q: 3 clusters Score -2.180819e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 116447 members 
Entering Unmasked Estep 
Score: -21808760.000000 Penalty: 6074.268066
	Iteration 17Q: 3 clusters Score -2.180876e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 118402 members 
Entering Unmasked Estep 
Score: -21809194.000000 Penalty: 6074.268066
	Iteration 18Q: 3 clusters Score -2.180919e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 120435 members 
Entering Unmasked Estep 
Score: -21809664.000000 Penalty: 6074.268066
	Iteration 19Q: 3 clusters Score -2.180966e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 122435 members 
Entering Unmasked Estep 
Score: -21810072.000000 Penalty: 6074.268066
	Iteration 20F: 3 clusters Score -2.181007e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83809 members 
Mstep: Class 2 contains 124444 members 
Entering Unmasked Estep 
Score: -21810368.000000 Penalty: 6074.268066
	Iteration 21Q: 3 clusters Score -2.181037e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 126393 members 
Entering Unmasked Estep 
Score: -21810566.000000 Penalty: 6074.268066
	Iteration 22Q: 3 clusters Score -2.181057e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 128394 members 
Entering Unmasked Estep 
Score: -21810822.000000 Penalty: 6074.268066
	Iteration 23Q: 3 clusters Score -2.181082e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -21810936.000000 Penalty: 6074.268066
	Iteration 24Q: 3 clusters Score -2.181094e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -21811214.000000 Penalty: 6074.268066
	Iteration 25Q: 3 clusters Score -2.181121e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 134565 members 
Entering Unmasked Estep 
Score: -21811628.000000 Penalty: 6074.268066
	Iteration 26Q: 3 clusters Score -2.181163e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 136631 members 
Entering Unmasked Estep 
Score: -21811868.000000 Penalty: 6074.268066
	Iteration 27Q: 3 clusters Score -2.181187e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 138768 members 
Entering Unmasked Estep 
Score: -21812218.000000 Penalty: 6074.268066
	Iteration 28Q: 3 clusters Score -2.181222e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 140944 members 
Entering Unmasked Estep 
Score: -21812558.000000 Penalty: 6074.268066
	Iteration 29Q: 3 clusters Score -2.181256e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 143084 members 
Entering Unmasked Estep 
Score: -21812888.000000 Penalty: 6074.268066
	Iteration 30Q: 3 clusters Score -2.181289e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 145145 members 
Entering Unmasked Estep 
Score: -21813340.000000 Penalty: 6074.268066
	Iteration 31Q: 3 clusters Score -2.181334e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -21813624.000000 Penalty: 6074.268066
	Iteration 32Q: 3 clusters Score -2.181362e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 149344 members 
Entering Unmasked Estep 
Score: -21814038.000000 Penalty: 6074.268066
	Iteration 33Q: 3 clusters Score -2.181404e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 151463 members 
Entering Unmasked Estep 
Score: -21814324.000000 Penalty: 6074.268066
	Iteration 34Q: 3 clusters Score -2.181432e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -21814536.000000 Penalty: 6074.268066
	Iteration 35Q: 3 clusters Score -2.181454e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 155557 members 
Entering Unmasked Estep 
Score: -21815002.000000 Penalty: 6074.268066
	Iteration 36Q: 3 clusters Score -2.1815e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 157575 members 
Entering Unmasked Estep 
Score: -21815380.000000 Penalty: 6074.268066
	Iteration 37Q: 3 clusters Score -2.181538e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 159498 members 
Entering Unmasked Estep 
Score: -21815744.000000 Penalty: 6074.268066
	Iteration 38Q: 3 clusters Score -2.181574e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -21816078.000000 Penalty: 6074.268066
	Iteration 39Q: 3 clusters Score -2.181608e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -21816382.000000 Penalty: 6074.268066
	Iteration 40F: 3 clusters Score -2.181638e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -21816700.000000 Penalty: 6074.268066
	Iteration 41Q: 3 clusters Score -2.18167e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -21817040.000000 Penalty: 6074.268066
	Iteration 42Q: 3 clusters Score -2.181704e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -21817314.000000 Penalty: 6074.268066
	Iteration 43Q: 3 clusters Score -2.181731e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 169639 members 
Entering Unmasked Estep 
Score: -21817628.000000 Penalty: 6074.268066
	Iteration 44Q: 3 clusters Score -2.181763e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 171070 members 
Entering Unmasked Estep 
Score: -21817906.000000 Penalty: 6074.268066
	Iteration 45Q: 3 clusters Score -2.181791e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 172501 members 
Entering Unmasked Estep 
Score: -21818118.000000 Penalty: 6074.268066
	Iteration 46Q: 3 clusters Score -2.181812e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 173918 members 
Entering Unmasked Estep 
Score: -21818344.000000 Penalty: 6074.268066
	Iteration 47Q: 3 clusters Score -2.181834e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 175245 members 
Entering Unmasked Estep 
Score: -21818530.000000 Penalty: 6074.268066
	Iteration 48Q: 3 clusters Score -2.181853e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 176485 members 
Entering Unmasked Estep 
Score: -21818634.000000 Penalty: 6074.268066
	Iteration 49Q: 3 clusters Score -2.181863e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 177674 members 
Entering Unmasked Estep 
Score: -21818888.000000 Penalty: 6074.268066
	Iteration 50Q: 3 clusters Score -2.181889e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 178835 members 
Entering Unmasked Estep 
Score: -21819038.000000 Penalty: 6074.268066
	Iteration 51Q: 3 clusters Score -2.181904e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 179963 members 
Entering Unmasked Estep 
Score: -21819188.000000 Penalty: 6074.268066
	Iteration 52Q: 3 clusters Score -2.181919e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 181008 members 
Entering Unmasked Estep 
Score: -21819394.000000 Penalty: 6074.268066
	Iteration 53Q: 3 clusters Score -2.181939e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 182024 members 
Entering Unmasked Estep 
Score: -21819510.000000 Penalty: 6074.268066
	Iteration 54Q: 3 clusters Score -2.181951e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 183014 members 
Entering Unmasked Estep 
Score: -21819668.000000 Penalty: 6074.268066
	Iteration 55Q: 3 clusters Score -2.181967e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 183966 members 
Entering Unmasked Estep 
Score: -21819730.000000 Penalty: 6074.268066
	Iteration 56Q: 3 clusters Score -2.181973e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 184849 members 
Entering Unmasked Estep 
Score: -21819938.000000 Penalty: 6074.268066
	Iteration 57Q: 3 clusters Score -2.181994e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 185664 members 
Entering Unmasked Estep 
Score: -21820060.000000 Penalty: 6074.268066
	Iteration 58Q: 3 clusters Score -2.182006e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 186418 members 
Entering Unmasked Estep 
Score: -21820070.000000 Penalty: 6074.268066
	Iteration 59Q: 3 clusters Score -2.182007e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 187124 members 
Entering Unmasked Estep 
Score: -21820160.000000 Penalty: 6074.268066
	Iteration 60F: 3 clusters Score -2.182016e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 187796 members 
Entering Unmasked Estep 
Score: -21820230.000000 Penalty: 6074.268066
	Iteration 61Q: 3 clusters Score -2.182023e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 188451 members 
Entering Unmasked Estep 
Score: -21820226.000000 Penalty: 6074.268066
	Iteration 62Q: 3 clusters Score -2.182023e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 189081 members 
Entering Unmasked Estep 
Score: -21820238.000000 Penalty: 6074.268066
	Iteration 63Q: 3 clusters Score -2.182024e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 189658 members 
Entering Unmasked Estep 
Score: -21820346.000000 Penalty: 6074.268066
	Iteration 64Q: 3 clusters Score -2.182035e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 190181 members 
Entering Unmasked Estep 
Score: -21820360.000000 Penalty: 6074.268066
	Iteration 65Q: 3 clusters Score -2.182036e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 190703 members 
Entering Unmasked Estep 
Score: -21820354.000000 Penalty: 6074.268066
	Iteration 66Q: 3 clusters Score -2.182035e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 191235 members 
Entering Unmasked Estep 
Score: -21820432.000000 Penalty: 6074.268066
	Iteration 67Q: 3 clusters Score -2.182043e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 191745 members 
Entering Unmasked Estep 
Score: -21820464.000000 Penalty: 6074.268066
	Iteration 68Q: 3 clusters Score -2.182046e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 192245 members 
Entering Unmasked Estep 
Score: -21820536.000000 Penalty: 6074.268066
	Iteration 69Q: 3 clusters Score -2.182054e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 192712 members 
Entering Unmasked Estep 
Score: -21820654.000000 Penalty: 6074.268066
	Iteration 70Q: 3 clusters Score -2.182065e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 193198 members 
Entering Unmasked Estep 
Score: -21820700.000000 Penalty: 6074.268066
	Iteration 71Q: 3 clusters Score -2.18207e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 193635 members 
Entering Unmasked Estep 
Score: -21820744.000000 Penalty: 6074.268066
	Iteration 72Q: 3 clusters Score -2.182074e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 194075 members 
Entering Unmasked Estep 
Score: -21820770.000000 Penalty: 6074.268066
	Iteration 73Q: 3 clusters Score -2.182077e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 194508 members 
Entering Unmasked Estep 
Score: -21820760.000000 Penalty: 6074.268066
	Iteration 74Q: 3 clusters Score -2.182076e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 194925 members 
Entering Unmasked Estep 
Score: -21820822.000000 Penalty: 6074.268066
	Iteration 75Q: 3 clusters Score -2.182082e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 195362 members 
Entering Unmasked Estep 
Score: -21820886.000000 Penalty: 6074.268066
	Iteration 76Q: 3 clusters Score -2.182089e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 195776 members 
Entering Unmasked Estep 
Score: -21820920.000000 Penalty: 6074.268066
	Iteration 77Q: 3 clusters Score -2.182092e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 196209 members 
Entering Unmasked Estep 
Score: -21820918.000000 Penalty: 6074.268066
	Iteration 78Q: 3 clusters Score -2.182092e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 196615 members 
Entering Unmasked Estep 
Score: -21820906.000000 Penalty: 6074.268066
	Iteration 79Q: 3 clusters Score -2.182091e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 196987 members 
Entering Unmasked Estep 
Score: -21820960.000000 Penalty: 6074.268066
	Iteration 80F: 3 clusters Score -2.182096e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 197357 members 
Entering Unmasked Estep 
Score: -21820970.000000 Penalty: 6074.268066
	Iteration 81Q: 3 clusters Score -2.182097e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 197727 members 
Entering Unmasked Estep 
Score: -21821040.000000 Penalty: 6074.268066
	Iteration 82Q: 3 clusters Score -2.182104e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 198114 members 
Entering Unmasked Estep 
Score: -21821108.000000 Penalty: 6074.268066
	Iteration 83Q: 3 clusters Score -2.182111e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 198483 members 
Entering Unmasked Estep 
Score: -21821222.000000 Penalty: 6074.268066
	Iteration 84Q: 3 clusters Score -2.182122e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 198838 members 
Entering Unmasked Estep 
Score: -21821268.000000 Penalty: 6074.268066
	Iteration 85Q: 3 clusters Score -2.182127e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 199184 members 
Entering Unmasked Estep 
Score: -21821374.000000 Penalty: 6074.268066
	Iteration 86Q: 3 clusters Score -2.182137e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 199526 members 
Entering Unmasked Estep 
Score: -21821320.000000 Penalty: 6074.268066
	Iteration 87Q: 3 clusters Score -2.182132e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 199853 members 
Entering Unmasked Estep 
Score: -21821288.000000 Penalty: 6074.268066
	Iteration 88Q: 3 clusters Score -2.182129e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 200185 members 
Entering Unmasked Estep 
Score: -21821186.000000 Penalty: 6074.268066
	Iteration 89Q: 3 clusters Score -2.182119e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 200510 members 
Entering Unmasked Estep 
Score: -21821114.000000 Penalty: 6074.268066
	Iteration 90Q: 3 clusters Score -2.182111e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 200812 members 
Entering Unmasked Estep 
Score: -21821132.000000 Penalty: 6074.268066
	Iteration 91Q: 3 clusters Score -2.182113e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 201119 members 
Entering Unmasked Estep 
Score: -21821072.000000 Penalty: 6074.268066
	Iteration 92Q: 3 clusters Score -2.182107e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 201414 members 
Entering Unmasked Estep 
Score: -21821028.000000 Penalty: 6074.268066
	Iteration 93Q: 3 clusters Score -2.182103e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 201692 members 
Entering Unmasked Estep 
Score: -21820866.000000 Penalty: 6074.268066
	Iteration 94Q: 3 clusters Score -2.182087e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 201945 members 
Entering Unmasked Estep 
Score: -21820766.000000 Penalty: 6074.268066
	Iteration 95Q: 3 clusters Score -2.182077e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 202192 members 
Entering Unmasked Estep 
Score: -21820794.000000 Penalty: 6074.268066
	Iteration 96Q: 3 clusters Score -2.182079e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 202438 members 
Entering Unmasked Estep 
Score: -21820736.000000 Penalty: 6074.268066
	Iteration 97Q: 3 clusters Score -2.182074e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 202661 members 
Entering Unmasked Estep 
Score: -21820710.000000 Penalty: 6074.268066
	Iteration 98Q: 3 clusters Score -2.182071e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 202883 members 
Entering Unmasked Estep 
Score: -21820602.000000 Penalty: 6074.268066
	Iteration 99Q: 3 clusters Score -2.18206e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 203097 members 
Entering Unmasked Estep 
Score: -21820576.000000 Penalty: 6074.268066
	Iteration 100F: 3 clusters Score -2.182058e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 203292 members 
Entering Unmasked Estep 
Score: -21820534.000000 Penalty: 6074.268066
	Iteration 101Q: 3 clusters Score -2.182053e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 203496 members 
Entering Unmasked Estep 
Score: -21820468.000000 Penalty: 6074.268066
	Iteration 102Q: 3 clusters Score -2.182047e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 203715 members 
Entering Unmasked Estep 
Score: -21820434.000000 Penalty: 6074.268066
	Iteration 103Q: 3 clusters Score -2.182043e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 203944 members 
Entering Unmasked Estep 
Score: -21820354.000000 Penalty: 6074.268066
	Iteration 104Q: 3 clusters Score -2.182035e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 204162 members 
Entering Unmasked Estep 
Score: -21820336.000000 Penalty: 6074.268066
	Iteration 105Q: 3 clusters Score -2.182034e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 204344 members 
Entering Unmasked Estep 
Score: -21820298.000000 Penalty: 6074.268066
	Iteration 106Q: 3 clusters Score -2.18203e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 204501 members 
Entering Unmasked Estep 
Score: -21820256.000000 Penalty: 6074.268066
	Iteration 107Q: 3 clusters Score -2.182026e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 204671 members 
Entering Unmasked Estep 
Score: -21820292.000000 Penalty: 6074.268066
	Iteration 108Q: 3 clusters Score -2.182029e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 204849 members 
Entering Unmasked Estep 
Score: -21820284.000000 Penalty: 6074.268066
	Iteration 109Q: 3 clusters Score -2.182028e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 205023 members 
Entering Unmasked Estep 
Score: -21820228.000000 Penalty: 6074.268066
	Iteration 110Q: 3 clusters Score -2.182023e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 205202 members 
Entering Unmasked Estep 
Score: -21820176.000000 Penalty: 6074.268066
	Iteration 111Q: 3 clusters Score -2.182018e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 205365 members 
Entering Unmasked Estep 
Score: -21820188.000000 Penalty: 6074.268066
	Iteration 112Q: 3 clusters Score -2.182019e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 205555 members 
Entering Unmasked Estep 
Score: -21820206.000000 Penalty: 6074.268066
	Iteration 113Q: 3 clusters Score -2.182021e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 205741 members 
Entering Unmasked Estep 
Score: -21820186.000000 Penalty: 6074.268066
	Iteration 114Q: 3 clusters Score -2.182019e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 205892 members 
Entering Unmasked Estep 
Score: -21820118.000000 Penalty: 6074.268066
	Iteration 115Q: 3 clusters Score -2.182012e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 206028 members 
Entering Unmasked Estep 
Score: -21820154.000000 Penalty: 6074.268066
	Iteration 116Q: 3 clusters Score -2.182015e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 206149 members 
Entering Unmasked Estep 
Score: -21820174.000000 Penalty: 6074.268066
	Iteration 117Q: 3 clusters Score -2.182017e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 206259 members 
Entering Unmasked Estep 
Score: -21820156.000000 Penalty: 6074.268066
	Iteration 118Q: 3 clusters Score -2.182016e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 206371 members 
Entering Unmasked Estep 
Score: -21820120.000000 Penalty: 6074.268066
	Iteration 119Q: 3 clusters Score -2.182012e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 206457 members 
Entering Unmasked Estep 
Score: -21820122.000000 Penalty: 6074.268066
	Iteration 120F: 3 clusters Score -2.182012e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 206533 members 
Entering Unmasked Estep 
Score: -21820142.000000 Penalty: 6074.268066
	Iteration 121Q: 3 clusters Score -2.182014e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 206600 members 
Entering Unmasked Estep 
Score: -21820116.000000 Penalty: 6074.268066
	Iteration 122Q: 3 clusters Score -2.182012e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 206664 members 
Entering Unmasked Estep 
Score: -21820100.000000 Penalty: 6074.268066
	Iteration 123Q: 3 clusters Score -2.18201e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 206724 members 
Entering Unmasked Estep 
Score: -21820058.000000 Penalty: 6074.268066
	Iteration 124Q: 3 clusters Score -2.182006e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 206782 members 
Entering Unmasked Estep 
Score: -21820020.000000 Penalty: 6074.268066
	Iteration 125Q: 3 clusters Score -2.182002e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 206821 members 
Entering Unmasked Estep 
Score: -21820052.000000 Penalty: 6074.268066
	Iteration 126Q: 3 clusters Score -2.182005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 206862 members 
Entering Unmasked Estep 
Score: -21820048.000000 Penalty: 6074.268066
	Iteration 127Q: 3 clusters Score -2.182005e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 206894 members 
Entering Unmasked Estep 
Score: -21820024.000000 Penalty: 6074.268066
	Iteration 128Q: 3 clusters Score -2.182002e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 206918 members 
Entering Unmasked Estep 
Score: -21820026.000000 Penalty: 6074.268066
	Iteration 129Q: 3 clusters Score -2.182003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 206938 members 
Entering Unmasked Estep 
Score: -21820038.000000 Penalty: 6074.268066
	Iteration 130Q: 3 clusters Score -2.182004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 206952 members 
Entering Unmasked Estep 
Score: -21820018.000000 Penalty: 6074.268066
	Iteration 131Q: 3 clusters Score -2.182002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 206965 members 
Entering Unmasked Estep 
Score: -21820012.000000 Penalty: 6074.268066
	Iteration 132Q: 3 clusters Score -2.182001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 206977 members 
Entering Unmasked Estep 
Score: -21819990.000000 Penalty: 6074.268066
	Iteration 133Q: 3 clusters Score -2.181999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 206989 members 
Entering Unmasked Estep 
Score: -21819970.000000 Penalty: 6074.268066
	Iteration 134Q: 3 clusters Score -2.181997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 207000 members 
Entering Unmasked Estep 
Score: -21819952.000000 Penalty: 6074.268066
	Iteration 135Q: 3 clusters Score -2.181995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 207010 members 
Entering Unmasked Estep 
Score: -21819964.000000 Penalty: 6074.268066
	Iteration 136Q: 3 clusters Score -2.181996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 207022 members 
Entering Unmasked Estep 
Score: -21819970.000000 Penalty: 6074.268066
	Iteration 137Q: 3 clusters Score -2.181997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 207035 members 
Entering Unmasked Estep 
Score: -21819954.000000 Penalty: 6074.268066
	Iteration 138Q: 3 clusters Score -2.181995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 207051 members 
Entering Unmasked Estep 
Score: -21819962.000000 Penalty: 6074.268066
	Iteration 139Q: 3 clusters Score -2.181996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 207061 members 
Entering Unmasked Estep 
Score: -21819972.000000 Penalty: 6074.268066
	Iteration 140F: 3 clusters Score -2.181997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 207068 members 
Entering Unmasked Estep 
Score: -21819980.000000 Penalty: 6074.268066
	Iteration 141Q: 3 clusters Score -2.181998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 207074 members 
Entering Unmasked Estep 
Score: -21819972.000000 Penalty: 6074.268066
	Iteration 142Q: 3 clusters Score -2.181997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 207082 members 
Entering Unmasked Estep 
Score: -21819970.000000 Penalty: 6074.268066
	Iteration 143Q: 3 clusters Score -2.181997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 207084 members 
Entering Unmasked Estep 
Score: -21819978.000000 Penalty: 6074.268066
	Iteration 144Q: 3 clusters Score -2.181998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 207086 members 
Entering Unmasked Estep 
Score: -21819986.000000 Penalty: 6074.268066
	Iteration 145Q: 3 clusters Score -2.181999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 207090 members 
Entering Unmasked Estep 
Score: -21819966.000000 Penalty: 6074.268066
	Iteration 146Q: 3 clusters Score -2.181997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 207093 members 
Entering Unmasked Estep 
Score: -21819970.000000 Penalty: 6074.268066
	Iteration 147Q: 3 clusters Score -2.181997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 207095 members 
Entering Unmasked Estep 
Score: -21819956.000000 Penalty: 6074.268066
	Iteration 148Q: 3 clusters Score -2.181996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 207101 members 
Entering Unmasked Estep 
Score: -21819938.000000 Penalty: 6074.268066
	Iteration 149Q: 3 clusters Score -2.181994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 207105 members 
Entering Unmasked Estep 
Score: -21819938.000000 Penalty: 6074.268066
	Iteration 150Q: 3 clusters Score -2.181994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 207107 members 
Entering Unmasked Estep 
Score: -21819940.000000 Penalty: 6074.268066
	Iteration 151Q: 3 clusters Score -2.181994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 207110 members 
Entering Unmasked Estep 
Score: -21819936.000000 Penalty: 6074.268066
	Iteration 152Q: 3 clusters Score -2.181994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 207112 members 
Entering Unmasked Estep 
Score: -21819940.000000 Penalty: 6074.268066
	Iteration 153Q: 3 clusters Score -2.181994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 207112 members 
Entering Unmasked Estep 
Score: -21819940.000000 Penalty: 6074.268066
	Iteration 154F: 3 clusters Score -2.181994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Entering Unmasked Estep 
Score: -2874251.250000 Penalty: 2542.896973
	Iteration 0F: 2 clusters Score -2874251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2854704.000000 Penalty: 5085.793945
	Iteration 0F: 3 clusters Score -2854704 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2861605.000000 Penalty: 5085.793945
	Iteration 1F: 3 clusters Score -2861605 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2862053.250000 Penalty: 5085.793945
	Iteration 2Q: 3 clusters Score -2862053 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2862496.750000 Penalty: 5085.793945
	Iteration 3Q: 3 clusters Score -2862497 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2862979.000000 Penalty: 5085.793945
	Iteration 4Q: 3 clusters Score -2862979 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2863586.000000 Penalty: 5085.793945
	Iteration 5Q: 3 clusters Score -2863586 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2864375.000000 Penalty: 5085.793945
	Iteration 6Q: 3 clusters Score -2864375 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2865474.250000 Penalty: 5085.793945
	Iteration 7F: 3 clusters Score -2865474 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2866794.250000 Penalty: 5085.793945
	Iteration 8F: 3 clusters Score -2866794 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2868242.000000 Penalty: 5085.793945
	Iteration 9F: 3 clusters Score -2868242 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -2869594.750000 Penalty: 5085.793945
	Iteration 10F: 3 clusters Score -2869595 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -2870612.250000 Penalty: 5085.793945
	Iteration 11Q: 3 clusters Score -2870612 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -2871267.000000 Penalty: 5085.793945
	Iteration 12Q: 3 clusters Score -2871267 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -2871584.750000 Penalty: 5085.793945
	Iteration 13Q: 3 clusters Score -2871585 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -2871748.250000 Penalty: 5085.793945
	Iteration 14Q: 3 clusters Score -2871748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -2871857.500000 Penalty: 5085.793945
	Iteration 15Q: 3 clusters Score -2871858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -2871939.750000 Penalty: 5085.793945
	Iteration 16Q: 3 clusters Score -2871940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -2871974.500000 Penalty: 5085.793945
	Iteration 17Q: 3 clusters Score -2871974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -2872002.000000 Penalty: 5085.793945
	Iteration 18Q: 3 clusters Score -2872002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -2872029.000000 Penalty: 5085.793945
	Iteration 19Q: 3 clusters Score -2872029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -2872035.500000 Penalty: 5085.793945
	Iteration 20F: 3 clusters Score -2872036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -2872045.250000 Penalty: 5085.793945
	Iteration 21Q: 3 clusters Score -2872045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -2872053.250000 Penalty: 5085.793945
	Iteration 22Q: 3 clusters Score -2872053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -2872059.250000 Penalty: 5085.793945
	Iteration 23Q: 3 clusters Score -2872059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -2872061.750000 Penalty: 5085.793945
	Iteration 24Q: 3 clusters Score -2872062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -2872069.000000 Penalty: 5085.793945
	Iteration 25Q: 3 clusters Score -2872069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -2872068.750000 Penalty: 5085.793945
	Iteration 26Q: 3 clusters Score -2872069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -2872069.500000 Penalty: 5085.793945
	Iteration 27Q: 3 clusters Score -2872070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -2872072.750000 Penalty: 5085.793945
	Iteration 28Q: 3 clusters Score -2872073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -2872070.750000 Penalty: 5085.793945
	Iteration 29Q: 3 clusters Score -2872071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -2872072.500000 Penalty: 5085.793945
	Iteration 30Q: 3 clusters Score -2872072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -2872071.750000 Penalty: 5085.793945
	Iteration 31Q: 3 clusters Score -2872072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -2872077.500000 Penalty: 5085.793945
	Iteration 32Q: 3 clusters Score -2872078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -2872081.750000 Penalty: 5085.793945
	Iteration 33Q: 3 clusters Score -2872082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2872082.250000 Penalty: 5085.793945
	Iteration 34Q: 3 clusters Score -2872082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -2872082.250000 Penalty: 5085.793945
	Iteration 35F: 3 clusters Score -2872082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (93274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Entering Unmasked Estep 
Score: -9806166.000000 Penalty: 2837.937500
	Iteration 0F: 2 clusters Score -9806166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -9743899.000000 Penalty: 5675.875000
	Iteration 0F: 3 clusters Score -9743899 nChanged 43958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -9769317.000000 Penalty: 5675.875000
	Iteration 1F: 3 clusters Score -9769317 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -9770762.000000 Penalty: 5675.875000
	Iteration 2Q: 3 clusters Score -9770762 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -9772925.000000 Penalty: 5675.875000
	Iteration 3Q: 3 clusters Score -9772925 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -9775958.000000 Penalty: 5675.875000
	Iteration 4F: 3 clusters Score -9775958 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -9780358.000000 Penalty: 5675.875000
	Iteration 5F: 3 clusters Score -9780358 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -9785845.000000 Penalty: 5675.875000
	Iteration 6F: 3 clusters Score -9785845 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78559 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -9791678.000000 Penalty: 5675.875000
	Iteration 7F: 3 clusters Score -9791678 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -9796548.000000 Penalty: 5675.875000
	Iteration 8F: 3 clusters Score -9796548 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -9799627.000000 Penalty: 5675.875000
	Iteration 9Q: 3 clusters Score -9799627 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -9801436.000000 Penalty: 5675.875000
	Iteration 10Q: 3 clusters Score -9801436 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90326 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -9802420.000000 Penalty: 5675.875000
	Iteration 11Q: 3 clusters Score -9802420 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9802978.000000 Penalty: 5675.875000
	Iteration 12Q: 3 clusters Score -9802978 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9803313.000000 Penalty: 5675.875000
	Iteration 13Q: 3 clusters Score -9803313 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9803532.000000 Penalty: 5675.875000
	Iteration 14Q: 3 clusters Score -9803532 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9803645.000000 Penalty: 5675.875000
	Iteration 15Q: 3 clusters Score -9803645 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9803758.000000 Penalty: 5675.875000
	Iteration 16Q: 3 clusters Score -9803758 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9803833.000000 Penalty: 5675.875000
	Iteration 17Q: 3 clusters Score -9803833 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9803854.000000 Penalty: 5675.875000
	Iteration 18Q: 3 clusters Score -9803854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9803881.000000 Penalty: 5675.875000
	Iteration 19Q: 3 clusters Score -9803881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9803904.000000 Penalty: 5675.875000
	Iteration 20F: 3 clusters Score -9803904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9803897.000000 Penalty: 5675.875000
	Iteration 21Q: 3 clusters Score -9803897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9803926.000000 Penalty: 5675.875000
	Iteration 22Q: 3 clusters Score -9803926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9803935.000000 Penalty: 5675.875000
	Iteration 23Q: 3 clusters Score -9803935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91985 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9803938.000000 Penalty: 5675.875000
	Iteration 24Q: 3 clusters Score -9803938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91996 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9803941.000000 Penalty: 5675.875000
	Iteration 25Q: 3 clusters Score -9803941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92009 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9803950.000000 Penalty: 5675.875000
	Iteration 26Q: 3 clusters Score -9803950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9803955.000000 Penalty: 5675.875000
	Iteration 27Q: 3 clusters Score -9803955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92029 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9803956.000000 Penalty: 5675.875000
	Iteration 28Q: 3 clusters Score -9803956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92044 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9803964.000000 Penalty: 5675.875000
	Iteration 29Q: 3 clusters Score -9803964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9803980.000000 Penalty: 5675.875000
	Iteration 30Q: 3 clusters Score -9803980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9803990.000000 Penalty: 5675.875000
	Iteration 31Q: 3 clusters Score -9803990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9803991.000000 Penalty: 5675.875000
	Iteration 32Q: 3 clusters Score -9803991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92065 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9803997.000000 Penalty: 5675.875000
	Iteration 33Q: 3 clusters Score -9803997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9803998.000000 Penalty: 5675.875000
	Iteration 34Q: 3 clusters Score -9803998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9804012.000000 Penalty: 5675.875000
	Iteration 35Q: 3 clusters Score -9804012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9804018.000000 Penalty: 5675.875000
	Iteration 36Q: 3 clusters Score -9804018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9804014.000000 Penalty: 5675.875000
	Iteration 37Q: 3 clusters Score -9804014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92078 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9804023.000000 Penalty: 5675.875000
	Iteration 38Q: 3 clusters Score -9804023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92081 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9804026.000000 Penalty: 5675.875000
	Iteration 39Q: 3 clusters Score -9804026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9804027.000000 Penalty: 5675.875000
	Iteration 40F: 3 clusters Score -9804027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9804037.000000 Penalty: 5675.875000
	Iteration 41Q: 3 clusters Score -9804037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9804032.000000 Penalty: 5675.875000
	Iteration 42Q: 3 clusters Score -9804032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9804032.000000 Penalty: 5675.875000
	Iteration 43Q: 3 clusters Score -9804032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92093 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9804034.000000 Penalty: 5675.875000
	Iteration 44Q: 3 clusters Score -9804034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9804038.000000 Penalty: 5675.875000
	Iteration 45Q: 3 clusters Score -9804038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9804035.000000 Penalty: 5675.875000
	Iteration 46Q: 3 clusters Score -9804035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9804037.000000 Penalty: 5675.875000
	Iteration 47Q: 3 clusters Score -9804037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9804036.000000 Penalty: 5675.875000
	Iteration 48Q: 3 clusters Score -9804036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9804036.000000 Penalty: 5675.875000
	Iteration 49F: 3 clusters Score -9804036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201456 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28101 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 30627 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 11 contains 43314 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21760 members 
Mstep: Class 19 contains 208253 members 
Mstep: Class 21 contains 28385 members 
Mstep: Class 22 contains 93274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056000.000000 Penalty: 56631.796875
Iteration 239Q: 18 clusters Score -7.0056e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201468 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28109 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 30627 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6457 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21758 members 
Mstep: Class 19 contains 208257 members 
Mstep: Class 21 contains 28385 members 
Mstep: Class 22 contains 93250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055992.000000 Penalty: 56631.796875
Iteration 240F: 18 clusters Score -7.005599e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201490 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28124 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 30626 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21758 members 
Mstep: Class 19 contains 208255 members 
Mstep: Class 21 contains 28381 members 
Mstep: Class 22 contains 93225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056056.000000 Penalty: 56631.796875
Iteration 241Q: 18 clusters Score -7.005606e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201510 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28141 members 
Mstep: Class 5 contains 5022 members 
Mstep: Class 6 contains 30626 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 11 contains 43317 members 
Mstep: Class 14 contains 6562 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21757 members 
Mstep: Class 19 contains 208251 members 
Mstep: Class 21 contains 28377 members 
Mstep: Class 22 contains 93202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056088.000000 Penalty: 56631.796875
Iteration 242Q: 18 clusters Score -7.005609e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201521 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28151 members 
Mstep: Class 5 contains 5021 members 
Mstep: Class 6 contains 30625 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 14 contains 6563 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21756 members 
Mstep: Class 19 contains 208247 members 
Mstep: Class 21 contains 28376 members 
Mstep: Class 22 contains 93190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056056.000000 Penalty: 56631.796875
Iteration 243Q: 18 clusters Score -7.005606e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201522 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28165 members 
Mstep: Class 5 contains 5018 members 
Mstep: Class 6 contains 30626 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 14 contains 6565 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21758 members 
Mstep: Class 19 contains 208248 members 
Mstep: Class 21 contains 28372 members 
Mstep: Class 22 contains 93180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056000.000000 Penalty: 56631.796875
Iteration 244Q: 18 clusters Score -7.0056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201526 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28173 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 30627 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208248 members 
Mstep: Class 21 contains 28368 members 
Mstep: Class 22 contains 93173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70056016.000000 Penalty: 56631.796875
Iteration 245Q: 18 clusters Score -7.005602e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201534 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28179 members 
Mstep: Class 5 contains 5013 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 11 contains 43317 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208250 members 
Mstep: Class 21 contains 28368 members 
Mstep: Class 22 contains 93160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055984.000000 Penalty: 56631.796875
Iteration 246Q: 18 clusters Score -7.005598e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201542 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28183 members 
Mstep: Class 5 contains 5014 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208242 members 
Mstep: Class 21 contains 28371 members 
Mstep: Class 22 contains 93151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055888.000000 Penalty: 56631.796875
Iteration 247Q: 18 clusters Score -7.005589e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201554 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28186 members 
Mstep: Class 5 contains 5015 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 11 contains 43320 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208237 members 
Mstep: Class 21 contains 28372 members 
Mstep: Class 22 contains 93138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055904.000000 Penalty: 56631.796875
Iteration 248Q: 18 clusters Score -7.00559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201552 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28189 members 
Mstep: Class 5 contains 5017 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 11 contains 43322 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208238 members 
Mstep: Class 21 contains 28374 members 
Mstep: Class 22 contains 93132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055912.000000 Penalty: 56631.796875
Iteration 249Q: 18 clusters Score -7.005591e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201551 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28194 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 11 contains 43325 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208242 members 
Mstep: Class 21 contains 28373 members 
Mstep: Class 22 contains 93123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055888.000000 Penalty: 56631.796875
Iteration 250Q: 18 clusters Score -7.005589e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201550 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28198 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 11 contains 43327 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208244 members 
Mstep: Class 21 contains 28372 members 
Mstep: Class 22 contains 93117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055880.000000 Penalty: 56631.796875
Iteration 251Q: 18 clusters Score -7.005588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201545 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28204 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 11 contains 43334 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21760 members 
Mstep: Class 19 contains 208248 members 
Mstep: Class 21 contains 28370 members 
Mstep: Class 22 contains 93107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055880.000000 Penalty: 56631.796875
Iteration 252Q: 18 clusters Score -7.005588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201548 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28207 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43336 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208249 members 
Mstep: Class 21 contains 28370 members 
Mstep: Class 22 contains 93099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055888.000000 Penalty: 56631.796875
Iteration 253Q: 18 clusters Score -7.005589e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201549 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28209 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43334 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208256 members 
Mstep: Class 21 contains 28369 members 
Mstep: Class 22 contains 93092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055832.000000 Penalty: 56631.796875
Iteration 254Q: 18 clusters Score -7.005583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201550 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28211 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208263 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055840.000000 Penalty: 56631.796875
Iteration 255Q: 18 clusters Score -7.005584e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201548 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208268 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055840.000000 Penalty: 56631.796875
Iteration 256Q: 18 clusters Score -7.005584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201551 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208268 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055840.000000 Penalty: 56631.796875
Iteration 257Q: 18 clusters Score -7.005584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201551 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208268 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055848.000000 Penalty: 56631.796875
Iteration 258Q: 18 clusters Score -7.005585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201549 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208270 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055840.000000 Penalty: 56631.796875
Iteration 259Q: 18 clusters Score -7.005584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201551 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208268 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055856.000000 Penalty: 56631.796875
Iteration 260F: 18 clusters Score -7.005586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201552 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208268 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055856.000000 Penalty: 56631.796875
Iteration 261Q: 18 clusters Score -7.005586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201549 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208271 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055880.000000 Penalty: 56631.796875
Iteration 262Q: 18 clusters Score -7.005588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201551 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208271 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055872.000000 Penalty: 56631.796875
Iteration 263Q: 18 clusters Score -7.005587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201552 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43331 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21759 members 
Mstep: Class 19 contains 208273 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055864.000000 Penalty: 56631.796875
Iteration 264Q: 18 clusters Score -7.005586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201554 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43331 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21760 members 
Mstep: Class 19 contains 208273 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055888.000000 Penalty: 56631.796875
Iteration 265Q: 18 clusters Score -7.005589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201555 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208272 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055904.000000 Penalty: 56631.796875
Iteration 266Q: 18 clusters Score -7.00559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201557 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208272 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055912.000000 Penalty: 56631.796875
Iteration 267Q: 18 clusters Score -7.005591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201558 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208272 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055912.000000 Penalty: 56631.796875
Iteration 268Q: 18 clusters Score -7.005591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201559 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208272 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055896.000000 Penalty: 56631.796875
Iteration 269Q: 18 clusters Score -7.00559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201560 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208272 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055896.000000 Penalty: 56631.796875
Iteration 270Q: 18 clusters Score -7.00559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201562 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30628 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208273 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055880.000000 Penalty: 56631.796875
Iteration 271Q: 18 clusters Score -7.005588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201562 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208274 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055904.000000 Penalty: 56631.796875
Iteration 272Q: 18 clusters Score -7.00559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201563 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208274 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055896.000000 Penalty: 56631.796875
Iteration 273Q: 18 clusters Score -7.00559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201565 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208274 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055888.000000 Penalty: 56631.796875
Iteration 274Q: 18 clusters Score -7.005589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201568 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208274 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055872.000000 Penalty: 56631.796875
Iteration 275Q: 18 clusters Score -7.005587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201570 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208273 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055856.000000 Penalty: 56631.796875
Iteration 276Q: 18 clusters Score -7.005586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 201570 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 28212 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 30629 members 
Mstep: Class 7 contains 616 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 11 contains 43332 members 
Mstep: Class 14 contains 6566 members 
Mstep: Class 15 contains 105 members 
Mstep: Class 16 contains 1311 members 
Mstep: Class 17 contains 21761 members 
Mstep: Class 19 contains 208273 members 
Mstep: Class 21 contains 28367 members 
Mstep: Class 22 contains 93054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055856.000000 Penalty: 56631.796875
Iteration 277F: 18 clusters Score -7.005586e+07 nChanged 0
Entering ConstructFrom: 
Score: -70055856.000000 Penalty: 56631.796875
Entering ConstructFrom: 
Trying to split cluster 1 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -464672.531250 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -464672.5 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 2339 members 
Entering Unmasked Estep 
Score: -460390.437500 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -460390.4 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -461384.718750 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -461384.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -461598.781250 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -461598.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -461728.312500 Penalty: 4185.751465
	Iteration 3F: 3 clusters Score -461728.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -461802.968750 Penalty: 4185.751465
	Iteration 4Q: 3 clusters Score -461803 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -461852.781250 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -461852.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -461887.843750 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -461887.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -461918.500000 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -461918.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -461944.718750 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -461944.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -461961.218750 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -461961.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -461981.406250 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -461981.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -461998.125000 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -461998.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -462016.250000 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -462016.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -462034.468750 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -462034.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -462055.812500 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -462055.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -462069.437500 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -462069.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -462091.843750 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -462091.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -462118.125000 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -462118.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -462143.687500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -462143.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -462165.531250 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -462165.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -462190.468750 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -462190.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -462207.906250 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -462207.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -462225.531250 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -462225.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -462243.343750 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -462243.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -462260.750000 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -462260.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -462279.906250 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -462279.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -462297.531250 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -462297.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -462312.375000 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -462312.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -462328.343750 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -462328.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -462342.875000 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -462342.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -462357.656250 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -462357.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -462380.125000 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -462380.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -462398.312500 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -462398.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -462417.781250 Penalty: 4185.751465
	Iteration 33Q: 3 clusters Score -462417.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -462444.312500 Penalty: 4185.751465
	Iteration 34Q: 3 clusters Score -462444.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -462471.031250 Penalty: 4185.751465
	Iteration 35Q: 3 clusters Score -462471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -462491.937500 Penalty: 4185.751465
	Iteration 36Q: 3 clusters Score -462491.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -462516.093750 Penalty: 4185.751465
	Iteration 37Q: 3 clusters Score -462516.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -462537.812500 Penalty: 4185.751465
	Iteration 38Q: 3 clusters Score -462537.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -462553.937500 Penalty: 4185.751465
	Iteration 39Q: 3 clusters Score -462553.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -462572.187500 Penalty: 4185.751465
	Iteration 40F: 3 clusters Score -462572.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -462589.562500 Penalty: 4185.751465
	Iteration 41Q: 3 clusters Score -462589.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -462605.531250 Penalty: 4185.751465
	Iteration 42Q: 3 clusters Score -462605.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -462621.093750 Penalty: 4185.751465
	Iteration 43Q: 3 clusters Score -462621.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -462633.437500 Penalty: 4185.751465
	Iteration 44Q: 3 clusters Score -462633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -462644.843750 Penalty: 4185.751465
	Iteration 45Q: 3 clusters Score -462644.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -462659.812500 Penalty: 4185.751465
	Iteration 46Q: 3 clusters Score -462659.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -462674.031250 Penalty: 4185.751465
	Iteration 47Q: 3 clusters Score -462674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -462689.218750 Penalty: 4185.751465
	Iteration 48Q: 3 clusters Score -462689.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -462701.593750 Penalty: 4185.751465
	Iteration 49Q: 3 clusters Score -462701.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -462711.750000 Penalty: 4185.751465
	Iteration 50Q: 3 clusters Score -462711.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -462719.812500 Penalty: 4185.751465
	Iteration 51Q: 3 clusters Score -462719.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -462723.750000 Penalty: 4185.751465
	Iteration 52Q: 3 clusters Score -462723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -462728.843750 Penalty: 4185.751465
	Iteration 53Q: 3 clusters Score -462728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -462733.406250 Penalty: 4185.751465
	Iteration 54Q: 3 clusters Score -462733.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -462736.312500 Penalty: 4185.751465
	Iteration 55Q: 3 clusters Score -462736.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -462740.562500 Penalty: 4185.751465
	Iteration 56Q: 3 clusters Score -462740.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -462747.812500 Penalty: 4185.751465
	Iteration 57Q: 3 clusters Score -462747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -462753.125000 Penalty: 4185.751465
	Iteration 58Q: 3 clusters Score -462753.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -462757.562500 Penalty: 4185.751465
	Iteration 59Q: 3 clusters Score -462757.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -462763.843750 Penalty: 4185.751465
	Iteration 60F: 3 clusters Score -462763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -462767.093750 Penalty: 4185.751465
	Iteration 61Q: 3 clusters Score -462767.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -462770.500000 Penalty: 4185.751465
	Iteration 62Q: 3 clusters Score -462770.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -462775.218750 Penalty: 4185.751465
	Iteration 63Q: 3 clusters Score -462775.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -462779.500000 Penalty: 4185.751465
	Iteration 64Q: 3 clusters Score -462779.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -462781.750000 Penalty: 4185.751465
	Iteration 65Q: 3 clusters Score -462781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -462783.875000 Penalty: 4185.751465
	Iteration 66Q: 3 clusters Score -462783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -462786.875000 Penalty: 4185.751465
	Iteration 67Q: 3 clusters Score -462786.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -462792.968750 Penalty: 4185.751465
	Iteration 68Q: 3 clusters Score -462793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -462797.531250 Penalty: 4185.751465
	Iteration 69Q: 3 clusters Score -462797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -462798.937500 Penalty: 4185.751465
	Iteration 70Q: 3 clusters Score -462798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -462802.437500 Penalty: 4185.751465
	Iteration 71Q: 3 clusters Score -462802.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -462805.031250 Penalty: 4185.751465
	Iteration 72Q: 3 clusters Score -462805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -462807.968750 Penalty: 4185.751465
	Iteration 73Q: 3 clusters Score -462808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -462813.781250 Penalty: 4185.751465
	Iteration 74Q: 3 clusters Score -462813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -462816.375000 Penalty: 4185.751465
	Iteration 75Q: 3 clusters Score -462816.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -462818.562500 Penalty: 4185.751465
	Iteration 76Q: 3 clusters Score -462818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -462819.625000 Penalty: 4185.751465
	Iteration 77Q: 3 clusters Score -462819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -462820.656250 Penalty: 4185.751465
	Iteration 78Q: 3 clusters Score -462820.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -462820.656250 Penalty: 4185.751465
	Iteration 79F: 3 clusters Score -462820.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (201570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201570 members 
Entering Unmasked Estep 
Score: -21049204.000000 Penalty: 3029.045166
	Iteration 0F: 2 clusters Score -2.10492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
Score: -20917148.000000 Penalty: 6058.090332
	Iteration 0F: 3 clusters Score -2.091715e+07 nChanged 96962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 96875 members 
Entering Unmasked Estep 
Score: -20975240.000000 Penalty: 6058.090332
	Iteration 1F: 3 clusters Score -2.097524e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106925 members 
Mstep: Class 2 contains 94645 members 
Entering Unmasked Estep 
Score: -20977422.000000 Penalty: 6058.090332
	Iteration 2Q: 3 clusters Score -2.097742e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110264 members 
Mstep: Class 2 contains 91306 members 
Entering Unmasked Estep 
Score: -20980286.000000 Penalty: 6058.090332
	Iteration 3Q: 3 clusters Score -2.098029e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -20984694.000000 Penalty: 6058.090332
	Iteration 4Q: 3 clusters Score -2.098469e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121149 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -20990284.000000 Penalty: 6058.090332
	Iteration 5F: 3 clusters Score -2.099028e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -20997472.000000 Penalty: 6058.090332
	Iteration 6F: 3 clusters Score -2.099747e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136709 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -21004946.000000 Penalty: 6058.090332
	Iteration 7F: 3 clusters Score -2.100495e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144645 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -21012118.000000 Penalty: 6058.090332
	Iteration 8F: 3 clusters Score -2.101212e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151633 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -21018696.000000 Penalty: 6058.090332
	Iteration 9F: 3 clusters Score -2.10187e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -21024276.000000 Penalty: 6058.090332
	Iteration 10Q: 3 clusters Score -2.102428e+07 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161689 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -21028070.000000 Penalty: 6058.090332
	Iteration 11Q: 3 clusters Score -2.102807e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165238 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -21030752.000000 Penalty: 6058.090332
	Iteration 12Q: 3 clusters Score -2.103075e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168307 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -21032492.000000 Penalty: 6058.090332
	Iteration 13Q: 3 clusters Score -2.103249e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171140 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -21033708.000000 Penalty: 6058.090332
	Iteration 14Q: 3 clusters Score -2.103371e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173663 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -21034704.000000 Penalty: 6058.090332
	Iteration 15Q: 3 clusters Score -2.10347e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176008 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -21035772.000000 Penalty: 6058.090332
	Iteration 16Q: 3 clusters Score -2.103577e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178163 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -21036646.000000 Penalty: 6058.090332
	Iteration 17Q: 3 clusters Score -2.103665e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180192 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -21037472.000000 Penalty: 6058.090332
	Iteration 18Q: 3 clusters Score -2.103747e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -21038282.000000 Penalty: 6058.090332
	Iteration 19Q: 3 clusters Score -2.103828e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183841 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -21039000.000000 Penalty: 6058.090332
	Iteration 20F: 3 clusters Score -2.1039e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185420 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -21039778.000000 Penalty: 6058.090332
	Iteration 21Q: 3 clusters Score -2.103978e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186864 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -21040448.000000 Penalty: 6058.090332
	Iteration 22Q: 3 clusters Score -2.104045e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188170 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -21041046.000000 Penalty: 6058.090332
	Iteration 23Q: 3 clusters Score -2.104105e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189410 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -21041576.000000 Penalty: 6058.090332
	Iteration 24Q: 3 clusters Score -2.104158e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190562 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -21042234.000000 Penalty: 6058.090332
	Iteration 25Q: 3 clusters Score -2.104223e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191631 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -21042918.000000 Penalty: 6058.090332
	Iteration 26Q: 3 clusters Score -2.104292e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192636 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -21043502.000000 Penalty: 6058.090332
	Iteration 27Q: 3 clusters Score -2.10435e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193548 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -21043954.000000 Penalty: 6058.090332
	Iteration 28Q: 3 clusters Score -2.104395e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194347 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -21044406.000000 Penalty: 6058.090332
	Iteration 29Q: 3 clusters Score -2.104441e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195082 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -21044850.000000 Penalty: 6058.090332
	Iteration 30Q: 3 clusters Score -2.104485e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195723 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -21045158.000000 Penalty: 6058.090332
	Iteration 31Q: 3 clusters Score -2.104516e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196271 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -21045452.000000 Penalty: 6058.090332
	Iteration 32Q: 3 clusters Score -2.104545e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196749 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -21045728.000000 Penalty: 6058.090332
	Iteration 33Q: 3 clusters Score -2.104573e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197162 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -21045968.000000 Penalty: 6058.090332
	Iteration 34Q: 3 clusters Score -2.104597e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197508 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -21046122.000000 Penalty: 6058.090332
	Iteration 35Q: 3 clusters Score -2.104612e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197823 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -21046274.000000 Penalty: 6058.090332
	Iteration 36Q: 3 clusters Score -2.104627e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198102 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -21046390.000000 Penalty: 6058.090332
	Iteration 37Q: 3 clusters Score -2.104639e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198327 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -21046532.000000 Penalty: 6058.090332
	Iteration 38Q: 3 clusters Score -2.104653e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198547 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -21046678.000000 Penalty: 6058.090332
	Iteration 39Q: 3 clusters Score -2.104668e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198723 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -21046770.000000 Penalty: 6058.090332
	Iteration 40F: 3 clusters Score -2.104677e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198870 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -21046878.000000 Penalty: 6058.090332
	Iteration 41Q: 3 clusters Score -2.104688e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198999 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21046878.000000 Penalty: 6058.090332
	Iteration 42Q: 3 clusters Score -2.104688e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199095 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21046892.000000 Penalty: 6058.090332
	Iteration 43Q: 3 clusters Score -2.104689e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199187 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21046896.000000 Penalty: 6058.090332
	Iteration 44Q: 3 clusters Score -2.10469e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199266 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -21046934.000000 Penalty: 6058.090332
	Iteration 45Q: 3 clusters Score -2.104693e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199347 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21046964.000000 Penalty: 6058.090332
	Iteration 46Q: 3 clusters Score -2.104696e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199418 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -21046954.000000 Penalty: 6058.090332
	Iteration 47Q: 3 clusters Score -2.104695e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199472 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -21046952.000000 Penalty: 6058.090332
	Iteration 48Q: 3 clusters Score -2.104695e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199534 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21046976.000000 Penalty: 6058.090332
	Iteration 49Q: 3 clusters Score -2.104698e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199594 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -21046974.000000 Penalty: 6058.090332
	Iteration 50Q: 3 clusters Score -2.104697e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199644 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -21046962.000000 Penalty: 6058.090332
	Iteration 51Q: 3 clusters Score -2.104696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199688 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -21046964.000000 Penalty: 6058.090332
	Iteration 52Q: 3 clusters Score -2.104696e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199728 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -21046956.000000 Penalty: 6058.090332
	Iteration 53Q: 3 clusters Score -2.104696e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199762 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 6058.090332
	Iteration 54Q: 3 clusters Score -2.104698e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199789 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -21046964.000000 Penalty: 6058.090332
	Iteration 55Q: 3 clusters Score -2.104696e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199809 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -21046970.000000 Penalty: 6058.090332
	Iteration 56Q: 3 clusters Score -2.104697e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199830 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -21046952.000000 Penalty: 6058.090332
	Iteration 57Q: 3 clusters Score -2.104695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199849 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -21046970.000000 Penalty: 6058.090332
	Iteration 58Q: 3 clusters Score -2.104697e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199876 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21046982.000000 Penalty: 6058.090332
	Iteration 59Q: 3 clusters Score -2.104698e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199898 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -21046980.000000 Penalty: 6058.090332
	Iteration 60F: 3 clusters Score -2.104698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199921 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21046976.000000 Penalty: 6058.090332
	Iteration 61Q: 3 clusters Score -2.104698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199941 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -21046982.000000 Penalty: 6058.090332
	Iteration 62Q: 3 clusters Score -2.104698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199955 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -21047002.000000 Penalty: 6058.090332
	Iteration 63Q: 3 clusters Score -2.1047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199966 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21047008.000000 Penalty: 6058.090332
	Iteration 64Q: 3 clusters Score -2.104701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199978 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -21046994.000000 Penalty: 6058.090332
	Iteration 65Q: 3 clusters Score -2.104699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199989 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -21046972.000000 Penalty: 6058.090332
	Iteration 66Q: 3 clusters Score -2.104697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199999 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -21046980.000000 Penalty: 6058.090332
	Iteration 67Q: 3 clusters Score -2.104698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200006 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -21046958.000000 Penalty: 6058.090332
	Iteration 68Q: 3 clusters Score -2.104696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200020 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -21046968.000000 Penalty: 6058.090332
	Iteration 69Q: 3 clusters Score -2.104697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200033 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -21046960.000000 Penalty: 6058.090332
	Iteration 70Q: 3 clusters Score -2.104696e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200043 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21046950.000000 Penalty: 6058.090332
	Iteration 71Q: 3 clusters Score -2.104695e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200054 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -21046950.000000 Penalty: 6058.090332
	Iteration 72Q: 3 clusters Score -2.104695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200066 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -21046970.000000 Penalty: 6058.090332
	Iteration 73Q: 3 clusters Score -2.104697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200075 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -21046948.000000 Penalty: 6058.090332
	Iteration 74Q: 3 clusters Score -2.104695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200087 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21046946.000000 Penalty: 6058.090332
	Iteration 75Q: 3 clusters Score -2.104695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200092 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -21046970.000000 Penalty: 6058.090332
	Iteration 76Q: 3 clusters Score -2.104697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200101 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -21046980.000000 Penalty: 6058.090332
	Iteration 77Q: 3 clusters Score -2.104698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200109 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21046980.000000 Penalty: 6058.090332
	Iteration 78Q: 3 clusters Score -2.104698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200115 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21046982.000000 Penalty: 6058.090332
	Iteration 79Q: 3 clusters Score -2.104698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200122 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -21046996.000000 Penalty: 6058.090332
	Iteration 80F: 3 clusters Score -2.1047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200127 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -21046986.000000 Penalty: 6058.090332
	Iteration 81Q: 3 clusters Score -2.104699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200129 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21046988.000000 Penalty: 6058.090332
	Iteration 82Q: 3 clusters Score -2.104699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200130 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 6058.090332
	Iteration 83Q: 3 clusters Score -2.104698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200132 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -21046998.000000 Penalty: 6058.090332
	Iteration 84Q: 3 clusters Score -2.1047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200133 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -21047006.000000 Penalty: 6058.090332
	Iteration 85Q: 3 clusters Score -2.104701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200139 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21046994.000000 Penalty: 6058.090332
	Iteration 86Q: 3 clusters Score -2.104699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200143 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 6058.090332
	Iteration 87Q: 3 clusters Score -2.104698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200148 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 6058.090332
	Iteration 88Q: 3 clusters Score -2.104698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200150 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -21046978.000000 Penalty: 6058.090332
	Iteration 89Q: 3 clusters Score -2.104698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200153 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21046962.000000 Penalty: 6058.090332
	Iteration 90Q: 3 clusters Score -2.104696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200155 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -21046972.000000 Penalty: 6058.090332
	Iteration 91Q: 3 clusters Score -2.104697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200159 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 6058.090332
	Iteration 92Q: 3 clusters Score -2.104698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200162 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21046962.000000 Penalty: 6058.090332
	Iteration 93Q: 3 clusters Score -2.104696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200163 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -21046956.000000 Penalty: 6058.090332
	Iteration 94Q: 3 clusters Score -2.104696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200165 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21046952.000000 Penalty: 6058.090332
	Iteration 95Q: 3 clusters Score -2.104695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200166 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -21046968.000000 Penalty: 6058.090332
	Iteration 96Q: 3 clusters Score -2.104697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200169 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 6058.090332
	Iteration 97Q: 3 clusters Score -2.104698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200170 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 6058.090332
	Iteration 98Q: 3 clusters Score -2.104698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200171 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -21046978.000000 Penalty: 6058.090332
	Iteration 99Q: 3 clusters Score -2.104698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200176 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21046974.000000 Penalty: 6058.090332
	Iteration 100F: 3 clusters Score -2.104697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200184 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21046976.000000 Penalty: 6058.090332
	Iteration 101Q: 3 clusters Score -2.104698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200188 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -21046972.000000 Penalty: 6058.090332
	Iteration 102Q: 3 clusters Score -2.104697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200195 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -21046976.000000 Penalty: 6058.090332
	Iteration 103Q: 3 clusters Score -2.104698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200203 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -21046972.000000 Penalty: 6058.090332
	Iteration 104Q: 3 clusters Score -2.104697e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200212 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -21046976.000000 Penalty: 6058.090332
	Iteration 105Q: 3 clusters Score -2.104698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200222 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -21046984.000000 Penalty: 6058.090332
	Iteration 106Q: 3 clusters Score -2.104698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200225 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -21046986.000000 Penalty: 6058.090332
	Iteration 107Q: 3 clusters Score -2.104699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200227 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -21047002.000000 Penalty: 6058.090332
	Iteration 108Q: 3 clusters Score -2.1047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200230 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -21046990.000000 Penalty: 6058.090332
	Iteration 109Q: 3 clusters Score -2.104699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200233 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -21046990.000000 Penalty: 6058.090332
	Iteration 110Q: 3 clusters Score -2.104699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200234 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -21046992.000000 Penalty: 6058.090332
	Iteration 111Q: 3 clusters Score -2.104699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200234 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -21046992.000000 Penalty: 6058.090332
	Iteration 112F: 3 clusters Score -2.104699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -123118.734375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -123118.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -120967.046875 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -120967 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -121309.187500 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -121309.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -121387.312500 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -121387.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -121446.882812 Penalty: 3566.575439
	Iteration 3Q: 3 clusters Score -121446.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -121482.312500 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -121482.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -121507.406250 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -121507.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -121535.578125 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -121535.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -121555.398438 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -121555.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -121583.015625 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -121583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121599.570312 Penalty: 3566.575439
	Iteration 9Q: 3 clusters Score -121599.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -121612.468750 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -121612.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -121630.921875 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -121630.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -121648.593750 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -121648.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -121670.046875 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -121670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121683.257812 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -121683.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121700.906250 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -121700.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -121719.476562 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -121719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -121731.585938 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -121731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -121737.117188 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -121737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -121739.992188 Penalty: 3566.575439
	Iteration 19Q: 3 clusters Score -121740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -121741.898438 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -121741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121742.882812 Penalty: 3566.575439
	Iteration 21Q: 3 clusters Score -121742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121743.179688 Penalty: 3566.575439
	Iteration 22Q: 3 clusters Score -121743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121744.460938 Penalty: 3566.575439
	Iteration 23Q: 3 clusters Score -121744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -121746.859375 Penalty: 3566.575439
	Iteration 24Q: 3 clusters Score -121746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121750.039062 Penalty: 3566.575439
	Iteration 25Q: 3 clusters Score -121750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121757.304688 Penalty: 3566.575439
	Iteration 26Q: 3 clusters Score -121757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121761.257812 Penalty: 3566.575439
	Iteration 27Q: 3 clusters Score -121761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121765.867188 Penalty: 3566.575439
	Iteration 28Q: 3 clusters Score -121765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121767.429688 Penalty: 3566.575439
	Iteration 29Q: 3 clusters Score -121767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121769.023438 Penalty: 3566.575439
	Iteration 30Q: 3 clusters Score -121769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121769.023438 Penalty: 3566.575439
	Iteration 31F: 3 clusters Score -121769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Entering Unmasked Estep 
Score: -2943463.250000 Penalty: 2541.380615
	Iteration 0F: 2 clusters Score -2943463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2923891.000000 Penalty: 5082.761230
	Iteration 0F: 3 clusters Score -2923891 nChanged 12776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2930904.500000 Penalty: 5082.761230
	Iteration 1F: 3 clusters Score -2930904 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2931319.250000 Penalty: 5082.761230
	Iteration 2Q: 3 clusters Score -2931319 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2931580.750000 Penalty: 5082.761230
	Iteration 3Q: 3 clusters Score -2931581 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2931777.750000 Penalty: 5082.761230
	Iteration 4Q: 3 clusters Score -2931778 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2931962.250000 Penalty: 5082.761230
	Iteration 5Q: 3 clusters Score -2931962 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2932054.500000 Penalty: 5082.761230
	Iteration 6Q: 3 clusters Score -2932054 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2932141.000000 Penalty: 5082.761230
	Iteration 7Q: 3 clusters Score -2932141 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2932227.750000 Penalty: 5082.761230
	Iteration 8Q: 3 clusters Score -2932228 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2932282.250000 Penalty: 5082.761230
	Iteration 9Q: 3 clusters Score -2932282 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2932360.000000 Penalty: 5082.761230
	Iteration 10Q: 3 clusters Score -2932360 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2932436.250000 Penalty: 5082.761230
	Iteration 11Q: 3 clusters Score -2932436 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2932528.000000 Penalty: 5082.761230
	Iteration 12Q: 3 clusters Score -2932528 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2932624.250000 Penalty: 5082.761230
	Iteration 13Q: 3 clusters Score -2932624 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2932778.250000 Penalty: 5082.761230
	Iteration 14Q: 3 clusters Score -2932778 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2932967.500000 Penalty: 5082.761230
	Iteration 15Q: 3 clusters Score -2932968 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2933250.000000 Penalty: 5082.761230
	Iteration 16Q: 3 clusters Score -2933250 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2933708.000000 Penalty: 5082.761230
	Iteration 17Q: 3 clusters Score -2933708 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2934469.750000 Penalty: 5082.761230
	Iteration 18Q: 3 clusters Score -2934470 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2935647.250000 Penalty: 5082.761230
	Iteration 19F: 3 clusters Score -2935647 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2937238.500000 Penalty: 5082.761230
	Iteration 20F: 3 clusters Score -2937238 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2938935.500000 Penalty: 5082.761230
	Iteration 21F: 3 clusters Score -2938936 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -2940100.250000 Penalty: 5082.761230
	Iteration 22Q: 3 clusters Score -2940100 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -2940690.500000 Penalty: 5082.761230
	Iteration 23Q: 3 clusters Score -2940690 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -2940956.750000 Penalty: 5082.761230
	Iteration 24Q: 3 clusters Score -2940957 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -2941066.750000 Penalty: 5082.761230
	Iteration 25Q: 3 clusters Score -2941067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -2941121.500000 Penalty: 5082.761230
	Iteration 26Q: 3 clusters Score -2941122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -2941146.000000 Penalty: 5082.761230
	Iteration 27Q: 3 clusters Score -2941146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -2941159.500000 Penalty: 5082.761230
	Iteration 28Q: 3 clusters Score -2941160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2941180.000000 Penalty: 5082.761230
	Iteration 29Q: 3 clusters Score -2941180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -2941187.250000 Penalty: 5082.761230
	Iteration 30Q: 3 clusters Score -2941187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2941195.250000 Penalty: 5082.761230
	Iteration 31Q: 3 clusters Score -2941195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2941194.000000 Penalty: 5082.761230
	Iteration 32Q: 3 clusters Score -2941194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -2941203.250000 Penalty: 5082.761230
	Iteration 33Q: 3 clusters Score -2941203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2941208.750000 Penalty: 5082.761230
	Iteration 34Q: 3 clusters Score -2941209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2941213.500000 Penalty: 5082.761230
	Iteration 35Q: 3 clusters Score -2941214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -2941213.500000 Penalty: 5082.761230
	Iteration 36F: 3 clusters Score -2941214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -540411.125000 Penalty: 2113.204346
	Iteration 0F: 2 clusters Score -540411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -535865.125000 Penalty: 4226.408691
	Iteration 0F: 3 clusters Score -535865.1 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -536875.312500 Penalty: 4226.408691
	Iteration 1F: 3 clusters Score -536875.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -537086.000000 Penalty: 4226.408691
	Iteration 2F: 3 clusters Score -537086 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -537227.375000 Penalty: 4226.408691
	Iteration 3F: 3 clusters Score -537227.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -537323.937500 Penalty: 4226.408691
	Iteration 4Q: 3 clusters Score -537323.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -537380.812500 Penalty: 4226.408691
	Iteration 5Q: 3 clusters Score -537380.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -537418.062500 Penalty: 4226.408691
	Iteration 6Q: 3 clusters Score -537418.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -537443.875000 Penalty: 4226.408691
	Iteration 7Q: 3 clusters Score -537443.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -537461.250000 Penalty: 4226.408691
	Iteration 8Q: 3 clusters Score -537461.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -537477.375000 Penalty: 4226.408691
	Iteration 9Q: 3 clusters Score -537477.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -537491.562500 Penalty: 4226.408691
	Iteration 10Q: 3 clusters Score -537491.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -537497.437500 Penalty: 4226.408691
	Iteration 11Q: 3 clusters Score -537497.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -537502.500000 Penalty: 4226.408691
	Iteration 12Q: 3 clusters Score -537502.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -537506.937500 Penalty: 4226.408691
	Iteration 13Q: 3 clusters Score -537506.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -537510.875000 Penalty: 4226.408691
	Iteration 14Q: 3 clusters Score -537510.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -537513.875000 Penalty: 4226.408691
	Iteration 15Q: 3 clusters Score -537513.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -537516.562500 Penalty: 4226.408691
	Iteration 16Q: 3 clusters Score -537516.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -537519.437500 Penalty: 4226.408691
	Iteration 17Q: 3 clusters Score -537519.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -537521.875000 Penalty: 4226.408691
	Iteration 18Q: 3 clusters Score -537521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -537524.187500 Penalty: 4226.408691
	Iteration 19Q: 3 clusters Score -537524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -537525.375000 Penalty: 4226.408691
	Iteration 20F: 3 clusters Score -537525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -537526.187500 Penalty: 4226.408691
	Iteration 21Q: 3 clusters Score -537526.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -537527.000000 Penalty: 4226.408691
	Iteration 22Q: 3 clusters Score -537527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -537529.437500 Penalty: 4226.408691
	Iteration 23Q: 3 clusters Score -537529.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -537533.125000 Penalty: 4226.408691
	Iteration 24Q: 3 clusters Score -537533.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -537535.500000 Penalty: 4226.408691
	Iteration 25Q: 3 clusters Score -537535.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -537539.187500 Penalty: 4226.408691
	Iteration 26Q: 3 clusters Score -537539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -537540.937500 Penalty: 4226.408691
	Iteration 27Q: 3 clusters Score -537540.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -537542.500000 Penalty: 4226.408691
	Iteration 28Q: 3 clusters Score -537542.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -537543.500000 Penalty: 4226.408691
	Iteration 29Q: 3 clusters Score -537543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -537544.437500 Penalty: 4226.408691
	Iteration 30Q: 3 clusters Score -537544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -537545.437500 Penalty: 4226.408691
	Iteration 31Q: 3 clusters Score -537545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -537545.437500 Penalty: 4226.408691
	Iteration 32F: 3 clusters Score -537545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Entering Unmasked Estep 
Score: -3215641.000000 Penalty: 2561.766113
	Iteration 0F: 2 clusters Score -3215641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3194622.000000 Penalty: 5123.532227
	Iteration 0F: 3 clusters Score -3194622 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3202357.750000 Penalty: 5123.532227
	Iteration 1F: 3 clusters Score -3202358 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3203008.000000 Penalty: 5123.532227
	Iteration 2F: 3 clusters Score -3203008 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -3203790.750000 Penalty: 5123.532227
	Iteration 3Q: 3 clusters Score -3203791 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3204794.500000 Penalty: 5123.532227
	Iteration 4F: 3 clusters Score -3204794 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3206146.000000 Penalty: 5123.532227
	Iteration 5F: 3 clusters Score -3206146 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3207738.000000 Penalty: 5123.532227
	Iteration 6F: 3 clusters Score -3207738 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3209180.750000 Penalty: 5123.532227
	Iteration 7F: 3 clusters Score -3209181 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3210211.000000 Penalty: 5123.532227
	Iteration 8F: 3 clusters Score -3210211 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3210913.000000 Penalty: 5123.532227
	Iteration 9Q: 3 clusters Score -3210913 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3211343.500000 Penalty: 5123.532227
	Iteration 10Q: 3 clusters Score -3211344 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3211688.250000 Penalty: 5123.532227
	Iteration 11Q: 3 clusters Score -3211688 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3211985.750000 Penalty: 5123.532227
	Iteration 12Q: 3 clusters Score -3211986 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -3212269.500000 Penalty: 5123.532227
	Iteration 13Q: 3 clusters Score -3212270 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3212521.250000 Penalty: 5123.532227
	Iteration 14Q: 3 clusters Score -3212521 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3212730.750000 Penalty: 5123.532227
	Iteration 15Q: 3 clusters Score -3212731 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3212929.000000 Penalty: 5123.532227
	Iteration 16Q: 3 clusters Score -3212929 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -3213065.750000 Penalty: 5123.532227
	Iteration 17Q: 3 clusters Score -3213066 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3213214.500000 Penalty: 5123.532227
	Iteration 18Q: 3 clusters Score -3213214 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3213312.750000 Penalty: 5123.532227
	Iteration 19Q: 3 clusters Score -3213313 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3213409.750000 Penalty: 5123.532227
	Iteration 20F: 3 clusters Score -3213410 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3213490.750000 Penalty: 5123.532227
	Iteration 21Q: 3 clusters Score -3213491 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3213548.500000 Penalty: 5123.532227
	Iteration 22Q: 3 clusters Score -3213548 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3213587.000000 Penalty: 5123.532227
	Iteration 23Q: 3 clusters Score -3213587 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3213640.500000 Penalty: 5123.532227
	Iteration 24Q: 3 clusters Score -3213640 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3213676.000000 Penalty: 5123.532227
	Iteration 25Q: 3 clusters Score -3213676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3213718.000000 Penalty: 5123.532227
	Iteration 26Q: 3 clusters Score -3213718 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3213742.750000 Penalty: 5123.532227
	Iteration 27Q: 3 clusters Score -3213743 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3213757.250000 Penalty: 5123.532227
	Iteration 28Q: 3 clusters Score -3213757 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3213782.000000 Penalty: 5123.532227
	Iteration 29Q: 3 clusters Score -3213782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3213797.500000 Penalty: 5123.532227
	Iteration 30Q: 3 clusters Score -3213798 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3213804.750000 Penalty: 5123.532227
	Iteration 31Q: 3 clusters Score -3213805 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3213833.500000 Penalty: 5123.532227
	Iteration 32Q: 3 clusters Score -3213834 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3213846.000000 Penalty: 5123.532227
	Iteration 33Q: 3 clusters Score -3213846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3213868.250000 Penalty: 5123.532227
	Iteration 34Q: 3 clusters Score -3213868 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3213889.000000 Penalty: 5123.532227
	Iteration 35Q: 3 clusters Score -3213889 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3213889.250000 Penalty: 5123.532227
	Iteration 36Q: 3 clusters Score -3213889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3213903.250000 Penalty: 5123.532227
	Iteration 37Q: 3 clusters Score -3213903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3213914.500000 Penalty: 5123.532227
	Iteration 38Q: 3 clusters Score -3213914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3213925.500000 Penalty: 5123.532227
	Iteration 39Q: 3 clusters Score -3213926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3213918.750000 Penalty: 5123.532227
	Iteration 40F: 3 clusters Score -3213919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -3213933.500000 Penalty: 5123.532227
	Iteration 41Q: 3 clusters Score -3213934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3213941.000000 Penalty: 5123.532227
	Iteration 42Q: 3 clusters Score -3213941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3213942.000000 Penalty: 5123.532227
	Iteration 43Q: 3 clusters Score -3213942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3213946.000000 Penalty: 5123.532227
	Iteration 44Q: 3 clusters Score -3213946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -3213953.000000 Penalty: 5123.532227
	Iteration 45Q: 3 clusters Score -3213953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3213950.750000 Penalty: 5123.532227
	Iteration 46Q: 3 clusters Score -3213951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -3213946.250000 Penalty: 5123.532227
	Iteration 47Q: 3 clusters Score -3213946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3213944.250000 Penalty: 5123.532227
	Iteration 48Q: 3 clusters Score -3213944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -3213950.000000 Penalty: 5123.532227
	Iteration 49Q: 3 clusters Score -3213950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3213954.500000 Penalty: 5123.532227
	Iteration 50Q: 3 clusters Score -3213954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3213954.500000 Penalty: 5123.532227
	Iteration 51Q: 3 clusters Score -3213954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3213960.500000 Penalty: 5123.532227
	Iteration 52Q: 3 clusters Score -3213960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3213955.000000 Penalty: 5123.532227
	Iteration 53Q: 3 clusters Score -3213955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -3213959.750000 Penalty: 5123.532227
	Iteration 54Q: 3 clusters Score -3213960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3213959.750000 Penalty: 5123.532227
	Iteration 55Q: 3 clusters Score -3213960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3213959.750000 Penalty: 5123.532227
	Iteration 56Q: 3 clusters Score -3213960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3213966.000000 Penalty: 5123.532227
	Iteration 57Q: 3 clusters Score -3213966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3213970.500000 Penalty: 5123.532227
	Iteration 58Q: 3 clusters Score -3213970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3213969.000000 Penalty: 5123.532227
	Iteration 59Q: 3 clusters Score -3213969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3213971.000000 Penalty: 5123.532227
	Iteration 60F: 3 clusters Score -3213971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Entering Unmasked Estep 
Score: -54597.585938 Penalty: 1592.965210
	Iteration 0F: 2 clusters Score -54597.59 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 316 members 
Entering Unmasked Estep 
Score: -53024.976562 Penalty: 3185.930420
	Iteration 0F: 3 clusters Score -53024.98 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53327.789062 Penalty: 3185.930420
	Iteration 1F: 3 clusters Score -53327.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53471.035156 Penalty: 3185.930420
	Iteration 2F: 3 clusters Score -53471.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53583.328125 Penalty: 3185.930420
	Iteration 3F: 3 clusters Score -53583.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53644.246094 Penalty: 3185.930420
	Iteration 4Q: 3 clusters Score -53644.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -53685.039062 Penalty: 3185.930420
	Iteration 5Q: 3 clusters Score -53685.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53726.148438 Penalty: 3185.930420
	Iteration 6Q: 3 clusters Score -53726.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -53797.777344 Penalty: 3185.930420
	Iteration 7Q: 3 clusters Score -53797.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53870.214844 Penalty: 3185.930420
	Iteration 8Q: 3 clusters Score -53870.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53921.484375 Penalty: 3185.930420
	Iteration 9Q: 3 clusters Score -53921.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53952.152344 Penalty: 3185.930420
	Iteration 10Q: 3 clusters Score -53952.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53970.144531 Penalty: 3185.930420
	Iteration 11Q: 3 clusters Score -53970.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53993.593750 Penalty: 3185.930420
	Iteration 12Q: 3 clusters Score -53993.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53998.257812 Penalty: 3185.930420
	Iteration 13Q: 3 clusters Score -53998.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53998.257812 Penalty: 3185.930420
	Iteration 14F: 3 clusters Score -53998.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -62221.386719 Penalty: 1612.319824
	Iteration 0F: 2 clusters Score -62221.39 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: -60551.292969 Penalty: 3224.639648
	Iteration 0F: 3 clusters Score -60551.29 nChanged 131
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: -60757.671875 Penalty: 3224.639648
	Iteration 1F: 3 clusters Score -60757.67 nChanged 43
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: -60850.429688 Penalty: 3224.639648
	Iteration 2F: 3 clusters Score -60850.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60910.625000 Penalty: 3224.639648
	Iteration 3Q: 3 clusters Score -60910.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60973.246094 Penalty: 3224.639648
	Iteration 4Q: 3 clusters Score -60973.25 nChanged 15
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: -61001.019531 Penalty: 3224.639648
	Iteration 5Q: 3 clusters Score -61001.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61020.488281 Penalty: 3224.639648
	Iteration 6Q: 3 clusters Score -61020.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61028.832031 Penalty: 3224.639648
	Iteration 7Q: 3 clusters Score -61028.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61040.808594 Penalty: 3224.639648
	Iteration 8Q: 3 clusters Score -61040.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61055.113281 Penalty: 3224.639648
	Iteration 9Q: 3 clusters Score -61055.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -61068.519531 Penalty: 3224.639648
	Iteration 10Q: 3 clusters Score -61068.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61094.234375 Penalty: 3224.639648
	Iteration 11Q: 3 clusters Score -61094.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61111.187500 Penalty: 3224.639648
	Iteration 12Q: 3 clusters Score -61111.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61114.781250 Penalty: 3224.639648
	Iteration 13Q: 3 clusters Score -61114.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -61117.687500 Penalty: 3224.639648
	Iteration 14Q: 3 clusters Score -61117.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61118.613281 Penalty: 3224.639648
	Iteration 15Q: 3 clusters Score -61118.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61122.562500 Penalty: 3224.639648
	Iteration 16Q: 3 clusters Score -61122.56 nChanged 1
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: -61123.562500 Penalty: 3224.639648
	Iteration 17Q: 3 clusters Score -61123.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61126.085938 Penalty: 3224.639648
	Iteration 18Q: 3 clusters Score -61126.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61126.085938 Penalty: 3224.639648
	Iteration 19F: 3 clusters Score -61126.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Entering Unmasked Estep 
Score: -665684.562500 Penalty: 2174.760742
	Iteration 0F: 2 clusters Score -665684.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -660264.625000 Penalty: 4349.521484
	Iteration 0F: 3 clusters Score -660264.6 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -661687.250000 Penalty: 4349.521484
	Iteration 1F: 3 clusters Score -661687.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -661895.312500 Penalty: 4349.521484
	Iteration 2F: 3 clusters Score -661895.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -662027.937500 Penalty: 4349.521484
	Iteration 3Q: 3 clusters Score -662027.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -662112.937500 Penalty: 4349.521484
	Iteration 4Q: 3 clusters Score -662112.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -662177.875000 Penalty: 4349.521484
	Iteration 5Q: 3 clusters Score -662177.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -662229.812500 Penalty: 4349.521484
	Iteration 6Q: 3 clusters Score -662229.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -662273.500000 Penalty: 4349.521484
	Iteration 7Q: 3 clusters Score -662273.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -662313.625000 Penalty: 4349.521484
	Iteration 8Q: 3 clusters Score -662313.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -662352.125000 Penalty: 4349.521484
	Iteration 9Q: 3 clusters Score -662352.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -662388.125000 Penalty: 4349.521484
	Iteration 10Q: 3 clusters Score -662388.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -662424.187500 Penalty: 4349.521484
	Iteration 11Q: 3 clusters Score -662424.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -662468.500000 Penalty: 4349.521484
	Iteration 12Q: 3 clusters Score -662468.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -662508.000000 Penalty: 4349.521484
	Iteration 13Q: 3 clusters Score -662508 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -662555.250000 Penalty: 4349.521484
	Iteration 14Q: 3 clusters Score -662555.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -662605.062500 Penalty: 4349.521484
	Iteration 15Q: 3 clusters Score -662605.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -662655.312500 Penalty: 4349.521484
	Iteration 16Q: 3 clusters Score -662655.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -662704.312500 Penalty: 4349.521484
	Iteration 17Q: 3 clusters Score -662704.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -662770.812500 Penalty: 4349.521484
	Iteration 18Q: 3 clusters Score -662770.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -662842.937500 Penalty: 4349.521484
	Iteration 19Q: 3 clusters Score -662842.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -662912.875000 Penalty: 4349.521484
	Iteration 20F: 3 clusters Score -662912.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -662984.437500 Penalty: 4349.521484
	Iteration 21Q: 3 clusters Score -662984.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -663059.000000 Penalty: 4349.521484
	Iteration 22Q: 3 clusters Score -663059 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -663137.562500 Penalty: 4349.521484
	Iteration 23Q: 3 clusters Score -663137.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -663231.687500 Penalty: 4349.521484
	Iteration 24Q: 3 clusters Score -663231.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -663314.187500 Penalty: 4349.521484
	Iteration 25Q: 3 clusters Score -663314.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -663401.750000 Penalty: 4349.521484
	Iteration 26Q: 3 clusters Score -663401.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -663474.500000 Penalty: 4349.521484
	Iteration 27Q: 3 clusters Score -663474.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -663535.312500 Penalty: 4349.521484
	Iteration 28Q: 3 clusters Score -663535.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -663582.062500 Penalty: 4349.521484
	Iteration 29Q: 3 clusters Score -663582.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -663620.000000 Penalty: 4349.521484
	Iteration 30Q: 3 clusters Score -663620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -663656.625000 Penalty: 4349.521484
	Iteration 31Q: 3 clusters Score -663656.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -663676.812500 Penalty: 4349.521484
	Iteration 32Q: 3 clusters Score -663676.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -663694.875000 Penalty: 4349.521484
	Iteration 33Q: 3 clusters Score -663694.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -663708.750000 Penalty: 4349.521484
	Iteration 34Q: 3 clusters Score -663708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -663721.687500 Penalty: 4349.521484
	Iteration 35Q: 3 clusters Score -663721.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -663728.312500 Penalty: 4349.521484
	Iteration 36Q: 3 clusters Score -663728.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -663733.625000 Penalty: 4349.521484
	Iteration 37Q: 3 clusters Score -663733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -663735.875000 Penalty: 4349.521484
	Iteration 38Q: 3 clusters Score -663735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -663736.500000 Penalty: 4349.521484
	Iteration 39Q: 3 clusters Score -663736.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -663738.437500 Penalty: 4349.521484
	Iteration 40F: 3 clusters Score -663738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -663742.562500 Penalty: 4349.521484
	Iteration 41Q: 3 clusters Score -663742.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -663746.312500 Penalty: 4349.521484
	Iteration 42Q: 3 clusters Score -663746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -663748.562500 Penalty: 4349.521484
	Iteration 43Q: 3 clusters Score -663748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -663750.250000 Penalty: 4349.521484
	Iteration 44Q: 3 clusters Score -663750.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -663751.687500 Penalty: 4349.521484
	Iteration 45Q: 3 clusters Score -663751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -663753.312500 Penalty: 4349.521484
	Iteration 46Q: 3 clusters Score -663753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -663753.312500 Penalty: 4349.521484
	Iteration 47F: 3 clusters Score -663753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Entering Unmasked Estep 
Score: -4591656.000000 Penalty: 2647.808350
	Iteration 0F: 2 clusters Score -4591656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -4562388.500000 Penalty: 5295.616699
	Iteration 0F: 3 clusters Score -4562388 nChanged 19842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -4573156.000000 Penalty: 5295.616699
	Iteration 1F: 3 clusters Score -4573156 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -4573769.500000 Penalty: 5295.616699
	Iteration 2Q: 3 clusters Score -4573770 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -4574348.000000 Penalty: 5295.616699
	Iteration 3Q: 3 clusters Score -4574348 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -4575047.500000 Penalty: 5295.616699
	Iteration 4Q: 3 clusters Score -4575048 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -4575903.500000 Penalty: 5295.616699
	Iteration 5Q: 3 clusters Score -4575904 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -4577051.000000 Penalty: 5295.616699
	Iteration 6F: 3 clusters Score -4577051 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -4578617.500000 Penalty: 5295.616699
	Iteration 7F: 3 clusters Score -4578618 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -4580807.000000 Penalty: 5295.616699
	Iteration 8F: 3 clusters Score -4580807 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4582998.000000 Penalty: 5295.616699
	Iteration 9F: 3 clusters Score -4582998 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4584782.000000 Penalty: 5295.616699
	Iteration 10Q: 3 clusters Score -4584782 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -4585877.500000 Penalty: 5295.616699
	Iteration 11Q: 3 clusters Score -4585878 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -4586508.000000 Penalty: 5295.616699
	Iteration 12Q: 3 clusters Score -4586508 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -4586897.500000 Penalty: 5295.616699
	Iteration 13Q: 3 clusters Score -4586898 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -4587174.500000 Penalty: 5295.616699
	Iteration 14Q: 3 clusters Score -4587174 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -4587444.000000 Penalty: 5295.616699
	Iteration 15Q: 3 clusters Score -4587444 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -4587703.000000 Penalty: 5295.616699
	Iteration 16Q: 3 clusters Score -4587703 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -4587913.500000 Penalty: 5295.616699
	Iteration 17Q: 3 clusters Score -4587914 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -4588089.500000 Penalty: 5295.616699
	Iteration 18Q: 3 clusters Score -4588090 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -4588235.500000 Penalty: 5295.616699
	Iteration 19Q: 3 clusters Score -4588236 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -4588357.000000 Penalty: 5295.616699
	Iteration 20F: 3 clusters Score -4588357 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -4588468.500000 Penalty: 5295.616699
	Iteration 21Q: 3 clusters Score -4588468 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -4588580.500000 Penalty: 5295.616699
	Iteration 22Q: 3 clusters Score -4588580 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4588668.000000 Penalty: 5295.616699
	Iteration 23Q: 3 clusters Score -4588668 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -4588742.000000 Penalty: 5295.616699
	Iteration 24Q: 3 clusters Score -4588742 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -4588797.000000 Penalty: 5295.616699
	Iteration 25Q: 3 clusters Score -4588797 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -4588851.500000 Penalty: 5295.616699
	Iteration 26Q: 3 clusters Score -4588852 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -4588917.500000 Penalty: 5295.616699
	Iteration 27Q: 3 clusters Score -4588918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -4588988.000000 Penalty: 5295.616699
	Iteration 28Q: 3 clusters Score -4588988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -4589029.000000 Penalty: 5295.616699
	Iteration 29Q: 3 clusters Score -4589029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -4589078.000000 Penalty: 5295.616699
	Iteration 30Q: 3 clusters Score -4589078 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -4589121.500000 Penalty: 5295.616699
	Iteration 31Q: 3 clusters Score -4589122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -4589168.000000 Penalty: 5295.616699
	Iteration 32Q: 3 clusters Score -4589168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -4589210.500000 Penalty: 5295.616699
	Iteration 33Q: 3 clusters Score -4589210 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -4589239.500000 Penalty: 5295.616699
	Iteration 34Q: 3 clusters Score -4589240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -4589260.000000 Penalty: 5295.616699
	Iteration 35Q: 3 clusters Score -4589260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -4589289.000000 Penalty: 5295.616699
	Iteration 36Q: 3 clusters Score -4589289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -4589308.000000 Penalty: 5295.616699
	Iteration 37Q: 3 clusters Score -4589308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -4589309.000000 Penalty: 5295.616699
	Iteration 38Q: 3 clusters Score -4589309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -4589314.000000 Penalty: 5295.616699
	Iteration 39Q: 3 clusters Score -4589314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -4589329.500000 Penalty: 5295.616699
	Iteration 40F: 3 clusters Score -4589330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -4589340.500000 Penalty: 5295.616699
	Iteration 41Q: 3 clusters Score -4589340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -4589356.500000 Penalty: 5295.616699
	Iteration 42Q: 3 clusters Score -4589356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -4589360.000000 Penalty: 5295.616699
	Iteration 43Q: 3 clusters Score -4589360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -4589372.500000 Penalty: 5295.616699
	Iteration 44Q: 3 clusters Score -4589372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -4589378.000000 Penalty: 5295.616699
	Iteration 45Q: 3 clusters Score -4589378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -4589392.000000 Penalty: 5295.616699
	Iteration 46Q: 3 clusters Score -4589392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -4589395.500000 Penalty: 5295.616699
	Iteration 47Q: 3 clusters Score -4589396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -4589403.000000 Penalty: 5295.616699
	Iteration 48Q: 3 clusters Score -4589403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -4589402.000000 Penalty: 5295.616699
	Iteration 49Q: 3 clusters Score -4589402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -4589408.000000 Penalty: 5295.616699
	Iteration 50Q: 3 clusters Score -4589408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -4589403.500000 Penalty: 5295.616699
	Iteration 51Q: 3 clusters Score -4589404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -4589404.500000 Penalty: 5295.616699
	Iteration 52Q: 3 clusters Score -4589404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -4589404.500000 Penalty: 5295.616699
	Iteration 53F: 3 clusters Score -4589404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -700950.187500 Penalty: 2179.835693
	Iteration 0F: 2 clusters Score -700950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -695480.562500 Penalty: 4359.671387
	Iteration 0F: 3 clusters Score -695480.6 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -696815.437500 Penalty: 4359.671387
	Iteration 1F: 3 clusters Score -696815.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -697054.937500 Penalty: 4359.671387
	Iteration 2F: 3 clusters Score -697054.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -697195.750000 Penalty: 4359.671387
	Iteration 3Q: 3 clusters Score -697195.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -697306.500000 Penalty: 4359.671387
	Iteration 4Q: 3 clusters Score -697306.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -697400.750000 Penalty: 4359.671387
	Iteration 5Q: 3 clusters Score -697400.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -697503.375000 Penalty: 4359.671387
	Iteration 6Q: 3 clusters Score -697503.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -697593.437500 Penalty: 4359.671387
	Iteration 7Q: 3 clusters Score -697593.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -697672.375000 Penalty: 4359.671387
	Iteration 8Q: 3 clusters Score -697672.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -697758.437500 Penalty: 4359.671387
	Iteration 9Q: 3 clusters Score -697758.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -697827.750000 Penalty: 4359.671387
	Iteration 10Q: 3 clusters Score -697827.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -697890.437500 Penalty: 4359.671387
	Iteration 11Q: 3 clusters Score -697890.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -697973.500000 Penalty: 4359.671387
	Iteration 12Q: 3 clusters Score -697973.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -698063.875000 Penalty: 4359.671387
	Iteration 13Q: 3 clusters Score -698063.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -698172.812500 Penalty: 4359.671387
	Iteration 14Q: 3 clusters Score -698172.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -698280.000000 Penalty: 4359.671387
	Iteration 15Q: 3 clusters Score -698280 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -698394.750000 Penalty: 4359.671387
	Iteration 16Q: 3 clusters Score -698394.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -698504.187500 Penalty: 4359.671387
	Iteration 17Q: 3 clusters Score -698504.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -698613.937500 Penalty: 4359.671387
	Iteration 18Q: 3 clusters Score -698613.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -698731.125000 Penalty: 4359.671387
	Iteration 19Q: 3 clusters Score -698731.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -698818.812500 Penalty: 4359.671387
	Iteration 20F: 3 clusters Score -698818.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -698873.187500 Penalty: 4359.671387
	Iteration 21Q: 3 clusters Score -698873.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -698922.062500 Penalty: 4359.671387
	Iteration 22Q: 3 clusters Score -698922.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -698956.187500 Penalty: 4359.671387
	Iteration 23Q: 3 clusters Score -698956.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -698987.187500 Penalty: 4359.671387
	Iteration 24Q: 3 clusters Score -698987.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -699007.437500 Penalty: 4359.671387
	Iteration 25Q: 3 clusters Score -699007.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -699020.875000 Penalty: 4359.671387
	Iteration 26Q: 3 clusters Score -699020.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -699030.500000 Penalty: 4359.671387
	Iteration 27Q: 3 clusters Score -699030.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -699037.750000 Penalty: 4359.671387
	Iteration 28Q: 3 clusters Score -699037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -699048.500000 Penalty: 4359.671387
	Iteration 29Q: 3 clusters Score -699048.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -699057.125000 Penalty: 4359.671387
	Iteration 30Q: 3 clusters Score -699057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -699061.187500 Penalty: 4359.671387
	Iteration 31Q: 3 clusters Score -699061.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -699062.437500 Penalty: 4359.671387
	Iteration 32Q: 3 clusters Score -699062.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -699063.000000 Penalty: 4359.671387
	Iteration 33Q: 3 clusters Score -699063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -699063.375000 Penalty: 4359.671387
	Iteration 34Q: 3 clusters Score -699063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -699063.500000 Penalty: 4359.671387
	Iteration 35Q: 3 clusters Score -699063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -699065.625000 Penalty: 4359.671387
	Iteration 36Q: 3 clusters Score -699065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -699066.812500 Penalty: 4359.671387
	Iteration 37Q: 3 clusters Score -699066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -699066.750000 Penalty: 4359.671387
	Iteration 38Q: 3 clusters Score -699066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -699066.750000 Penalty: 4359.671387
	Iteration 39F: 3 clusters Score -699066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Entering Unmasked Estep 
Score: -8631.521484 Penalty: 1154.182129
	Iteration 0F: 2 clusters Score -8631.521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -7795.042969 Penalty: 2308.364258
	Iteration 0F: 3 clusters Score -7795.043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7812.154297 Penalty: 2308.364258
	Iteration 1Q: 3 clusters Score -7812.154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7812.154297 Penalty: 2308.364258
	Iteration 2F: 3 clusters Score -7812.154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -129175.382812 Penalty: 1780.279297
	Iteration 0F: 2 clusters Score -129175.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -126959.273438 Penalty: 3560.558594
	Iteration 0F: 3 clusters Score -126959.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -127296.492188 Penalty: 3560.558594
	Iteration 1F: 3 clusters Score -127296.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -127402.601562 Penalty: 3560.558594
	Iteration 2F: 3 clusters Score -127402.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127461.203125 Penalty: 3560.558594
	Iteration 3Q: 3 clusters Score -127461.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127504.757812 Penalty: 3560.558594
	Iteration 4Q: 3 clusters Score -127504.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -127536.695312 Penalty: 3560.558594
	Iteration 5Q: 3 clusters Score -127536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127557.656250 Penalty: 3560.558594
	Iteration 6Q: 3 clusters Score -127557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -127568.953125 Penalty: 3560.558594
	Iteration 7Q: 3 clusters Score -127569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -127577.304688 Penalty: 3560.558594
	Iteration 8Q: 3 clusters Score -127577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127583.125000 Penalty: 3560.558594
	Iteration 9Q: 3 clusters Score -127583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -127586.726562 Penalty: 3560.558594
	Iteration 10Q: 3 clusters Score -127586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -127589.507812 Penalty: 3560.558594
	Iteration 11Q: 3 clusters Score -127589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127590.210938 Penalty: 3560.558594
	Iteration 12Q: 3 clusters Score -127590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127591.312500 Penalty: 3560.558594
	Iteration 13Q: 3 clusters Score -127591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -127591.984375 Penalty: 3560.558594
	Iteration 14Q: 3 clusters Score -127592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -127592.695312 Penalty: 3560.558594
	Iteration 15Q: 3 clusters Score -127592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127593.015625 Penalty: 3560.558594
	Iteration 16Q: 3 clusters Score -127593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -127593.015625 Penalty: 3560.558594
	Iteration 17F: 3 clusters Score -127593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Entering Unmasked Estep 
Score: -2330175.500000 Penalty: 2476.992920
	Iteration 0F: 2 clusters Score -2330176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2314966.500000 Penalty: 4953.985840
	Iteration 0F: 3 clusters Score -2314966 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2320001.000000 Penalty: 4953.985840
	Iteration 1F: 3 clusters Score -2320001 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2320403.000000 Penalty: 4953.985840
	Iteration 2F: 3 clusters Score -2320403 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2320712.500000 Penalty: 4953.985840
	Iteration 3Q: 3 clusters Score -2320712 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2320973.000000 Penalty: 4953.985840
	Iteration 4Q: 3 clusters Score -2320973 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2321214.750000 Penalty: 4953.985840
	Iteration 5Q: 3 clusters Score -2321215 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2321498.500000 Penalty: 4953.985840
	Iteration 6Q: 3 clusters Score -2321498 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2321799.250000 Penalty: 4953.985840
	Iteration 7Q: 3 clusters Score -2321799 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2322127.750000 Penalty: 4953.985840
	Iteration 8Q: 3 clusters Score -2322128 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2322496.750000 Penalty: 4953.985840
	Iteration 9Q: 3 clusters Score -2322497 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2322986.750000 Penalty: 4953.985840
	Iteration 10Q: 3 clusters Score -2322987 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2323610.750000 Penalty: 4953.985840
	Iteration 11Q: 3 clusters Score -2323611 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2324194.250000 Penalty: 4953.985840
	Iteration 12Q: 3 clusters Score -2324194 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2324571.500000 Penalty: 4953.985840
	Iteration 13Q: 3 clusters Score -2324572 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2324824.250000 Penalty: 4953.985840
	Iteration 14Q: 3 clusters Score -2324824 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2325010.000000 Penalty: 4953.985840
	Iteration 15Q: 3 clusters Score -2325010 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2325138.000000 Penalty: 4953.985840
	Iteration 16Q: 3 clusters Score -2325138 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2325253.250000 Penalty: 4953.985840
	Iteration 17Q: 3 clusters Score -2325253 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2325384.500000 Penalty: 4953.985840
	Iteration 18Q: 3 clusters Score -2325384 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2325498.250000 Penalty: 4953.985840
	Iteration 19Q: 3 clusters Score -2325498 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2325619.500000 Penalty: 4953.985840
	Iteration 20F: 3 clusters Score -2325620 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2325732.250000 Penalty: 4953.985840
	Iteration 21Q: 3 clusters Score -2325732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2325839.500000 Penalty: 4953.985840
	Iteration 22Q: 3 clusters Score -2325840 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2325943.000000 Penalty: 4953.985840
	Iteration 23Q: 3 clusters Score -2325943 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2326043.000000 Penalty: 4953.985840
	Iteration 24Q: 3 clusters Score -2326043 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2326180.750000 Penalty: 4953.985840
	Iteration 25Q: 3 clusters Score -2326181 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2326303.750000 Penalty: 4953.985840
	Iteration 26Q: 3 clusters Score -2326304 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2326457.250000 Penalty: 4953.985840
	Iteration 27Q: 3 clusters Score -2326457 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2326620.000000 Penalty: 4953.985840
	Iteration 28Q: 3 clusters Score -2326620 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2326764.250000 Penalty: 4953.985840
	Iteration 29Q: 3 clusters Score -2326764 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2326885.000000 Penalty: 4953.985840
	Iteration 30Q: 3 clusters Score -2326885 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2326992.000000 Penalty: 4953.985840
	Iteration 31Q: 3 clusters Score -2326992 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2327095.500000 Penalty: 4953.985840
	Iteration 32Q: 3 clusters Score -2327096 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2327186.750000 Penalty: 4953.985840
	Iteration 33Q: 3 clusters Score -2327187 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2327276.000000 Penalty: 4953.985840
	Iteration 34Q: 3 clusters Score -2327276 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2327338.250000 Penalty: 4953.985840
	Iteration 35Q: 3 clusters Score -2327338 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2327397.250000 Penalty: 4953.985840
	Iteration 36Q: 3 clusters Score -2327397 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2327450.250000 Penalty: 4953.985840
	Iteration 37Q: 3 clusters Score -2327450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2327509.250000 Penalty: 4953.985840
	Iteration 38Q: 3 clusters Score -2327509 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2327555.250000 Penalty: 4953.985840
	Iteration 39Q: 3 clusters Score -2327555 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2327599.500000 Penalty: 4953.985840
	Iteration 40F: 3 clusters Score -2327600 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2327640.750000 Penalty: 4953.985840
	Iteration 41Q: 3 clusters Score -2327641 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2327674.500000 Penalty: 4953.985840
	Iteration 42Q: 3 clusters Score -2327674 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2327713.250000 Penalty: 4953.985840
	Iteration 43Q: 3 clusters Score -2327713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2327752.750000 Penalty: 4953.985840
	Iteration 44Q: 3 clusters Score -2327753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2327769.250000 Penalty: 4953.985840
	Iteration 45Q: 3 clusters Score -2327769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2327781.000000 Penalty: 4953.985840
	Iteration 46Q: 3 clusters Score -2327781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2327794.250000 Penalty: 4953.985840
	Iteration 47Q: 3 clusters Score -2327794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2327810.750000 Penalty: 4953.985840
	Iteration 48Q: 3 clusters Score -2327811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2327818.000000 Penalty: 4953.985840
	Iteration 49Q: 3 clusters Score -2327818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2327837.250000 Penalty: 4953.985840
	Iteration 50Q: 3 clusters Score -2327837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2327848.250000 Penalty: 4953.985840
	Iteration 51Q: 3 clusters Score -2327848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2327862.500000 Penalty: 4953.985840
	Iteration 52Q: 3 clusters Score -2327862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2327879.750000 Penalty: 4953.985840
	Iteration 53Q: 3 clusters Score -2327880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2327897.250000 Penalty: 4953.985840
	Iteration 54Q: 3 clusters Score -2327897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2327899.750000 Penalty: 4953.985840
	Iteration 55Q: 3 clusters Score -2327900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2327909.500000 Penalty: 4953.985840
	Iteration 56Q: 3 clusters Score -2327910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2327914.750000 Penalty: 4953.985840
	Iteration 57Q: 3 clusters Score -2327915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2327914.750000 Penalty: 4953.985840
	Iteration 58Q: 3 clusters Score -2327915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2327914.750000 Penalty: 4953.985840
	Iteration 59Q: 3 clusters Score -2327915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2327918.500000 Penalty: 4953.985840
	Iteration 60F: 3 clusters Score -2327918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2327922.500000 Penalty: 4953.985840
	Iteration 61Q: 3 clusters Score -2327922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2327925.000000 Penalty: 4953.985840
	Iteration 62Q: 3 clusters Score -2327925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2327925.750000 Penalty: 4953.985840
	Iteration 63Q: 3 clusters Score -2327926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2327930.500000 Penalty: 4953.985840
	Iteration 64Q: 3 clusters Score -2327930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2327929.750000 Penalty: 4953.985840
	Iteration 65Q: 3 clusters Score -2327930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2327934.000000 Penalty: 4953.985840
	Iteration 66Q: 3 clusters Score -2327934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2327939.000000 Penalty: 4953.985840
	Iteration 67Q: 3 clusters Score -2327939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2327944.250000 Penalty: 4953.985840
	Iteration 68Q: 3 clusters Score -2327944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2327941.750000 Penalty: 4953.985840
	Iteration 69Q: 3 clusters Score -2327942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2327947.000000 Penalty: 4953.985840
	Iteration 70Q: 3 clusters Score -2327947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2327947.750000 Penalty: 4953.985840
	Iteration 71Q: 3 clusters Score -2327948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2327953.000000 Penalty: 4953.985840
	Iteration 72Q: 3 clusters Score -2327953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2327955.000000 Penalty: 4953.985840
	Iteration 73Q: 3 clusters Score -2327955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2327959.000000 Penalty: 4953.985840
	Iteration 74Q: 3 clusters Score -2327959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2327959.000000 Penalty: 4953.985840
	Iteration 75F: 3 clusters Score -2327959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208273 members 
Entering Unmasked Estep 
Score: -21824112.000000 Penalty: 3037.157959
	Iteration 0F: 2 clusters Score -2.182411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104088 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -21691052.000000 Penalty: 6074.315918
	Iteration 0F: 3 clusters Score -2.169105e+07 nChanged 100005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103405 members 
Mstep: Class 2 contains 104868 members 
Entering Unmasked Estep 
Score: -21750226.000000 Penalty: 6074.315918
	Iteration 1F: 3 clusters Score -2.175023e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -21751272.000000 Penalty: 6074.315918
	Iteration 2Q: 3 clusters Score -2.175127e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 104995 members 
Entering Unmasked Estep 
Score: -21752582.000000 Penalty: 6074.315918
	Iteration 3Q: 3 clusters Score -2.175258e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 104987 members 
Entering Unmasked Estep 
Score: -21754128.000000 Penalty: 6074.315918
	Iteration 4Q: 3 clusters Score -2.175413e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 104915 members 
Entering Unmasked Estep 
Score: -21756472.000000 Penalty: 6074.315918
	Iteration 5Q: 3 clusters Score -2.175647e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -21760410.000000 Penalty: 6074.315918
	Iteration 6Q: 3 clusters Score -2.176041e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Mstep: Class 2 contains 103782 members 
Entering Unmasked Estep 
Score: -21767446.000000 Penalty: 6074.315918
	Iteration 7F: 3 clusters Score -2.176745e+07 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106040 members 
Mstep: Class 2 contains 102233 members 
Entering Unmasked Estep 
Score: -21778346.000000 Penalty: 6074.315918
	Iteration 8F: 3 clusters Score -2.177835e+07 nChanged 14608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108106 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -21790326.000000 Penalty: 6074.315918
	Iteration 9F: 3 clusters Score -2.179033e+07 nChanged 12413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109955 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -21796840.000000 Penalty: 6074.315918
	Iteration 10F: 3 clusters Score -2.179684e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111536 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -21799496.000000 Penalty: 6074.315918
	Iteration 11Q: 3 clusters Score -2.17995e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113164 members 
Mstep: Class 2 contains 95109 members 
Entering Unmasked Estep 
Score: -21800968.000000 Penalty: 6074.315918
	Iteration 12Q: 3 clusters Score -2.180097e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114957 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -21802542.000000 Penalty: 6074.315918
	Iteration 13Q: 3 clusters Score -2.180254e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116912 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -21804128.000000 Penalty: 6074.315918
	Iteration 14Q: 3 clusters Score -2.180413e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119281 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -21805812.000000 Penalty: 6074.315918
	Iteration 15Q: 3 clusters Score -2.180581e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121851 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -21807512.000000 Penalty: 6074.315918
	Iteration 16Q: 3 clusters Score -2.180751e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124518 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -21809186.000000 Penalty: 6074.315918
	Iteration 17Q: 3 clusters Score -2.180919e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127223 members 
Mstep: Class 2 contains 81050 members 
Entering Unmasked Estep 
Score: -21810746.000000 Penalty: 6074.315918
	Iteration 18Q: 3 clusters Score -2.181075e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129857 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -21811912.000000 Penalty: 6074.315918
	Iteration 19Q: 3 clusters Score -2.181191e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132398 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -21812724.000000 Penalty: 6074.315918
	Iteration 20F: 3 clusters Score -2.181272e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -21813552.000000 Penalty: 6074.315918
	Iteration 21Q: 3 clusters Score -2.181355e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137228 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -21814068.000000 Penalty: 6074.315918
	Iteration 22Q: 3 clusters Score -2.181407e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139540 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -21814474.000000 Penalty: 6074.315918
	Iteration 23Q: 3 clusters Score -2.181447e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141848 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -21814968.000000 Penalty: 6074.315918
	Iteration 24Q: 3 clusters Score -2.181497e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144153 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -21815466.000000 Penalty: 6074.315918
	Iteration 25Q: 3 clusters Score -2.181547e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
Score: -21815850.000000 Penalty: 6074.315918
	Iteration 26Q: 3 clusters Score -2.181585e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -21816168.000000 Penalty: 6074.315918
	Iteration 27Q: 3 clusters Score -2.181617e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -21816498.000000 Penalty: 6074.315918
	Iteration 28Q: 3 clusters Score -2.18165e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152852 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -21816902.000000 Penalty: 6074.315918
	Iteration 29Q: 3 clusters Score -2.18169e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154928 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -21817234.000000 Penalty: 6074.315918
	Iteration 30Q: 3 clusters Score -2.181723e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157022 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -21817624.000000 Penalty: 6074.315918
	Iteration 31Q: 3 clusters Score -2.181762e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159018 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -21818030.000000 Penalty: 6074.315918
	Iteration 32Q: 3 clusters Score -2.181803e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160942 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -21818286.000000 Penalty: 6074.315918
	Iteration 33Q: 3 clusters Score -2.181829e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -21818630.000000 Penalty: 6074.315918
	Iteration 34Q: 3 clusters Score -2.181863e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -21818926.000000 Penalty: 6074.315918
	Iteration 35Q: 3 clusters Score -2.181893e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -21819164.000000 Penalty: 6074.315918
	Iteration 36Q: 3 clusters Score -2.181916e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -21819544.000000 Penalty: 6074.315918
	Iteration 37Q: 3 clusters Score -2.181954e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -21819788.000000 Penalty: 6074.315918
	Iteration 38Q: 3 clusters Score -2.181979e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -21820054.000000 Penalty: 6074.315918
	Iteration 39Q: 3 clusters Score -2.182005e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172186 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -21820298.000000 Penalty: 6074.315918
	Iteration 40F: 3 clusters Score -2.18203e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173614 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -21820574.000000 Penalty: 6074.315918
	Iteration 41Q: 3 clusters Score -2.182057e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -21820712.000000 Penalty: 6074.315918
	Iteration 42Q: 3 clusters Score -2.182071e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176230 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -21820810.000000 Penalty: 6074.315918
	Iteration 43Q: 3 clusters Score -2.182081e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177436 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -21821006.000000 Penalty: 6074.315918
	Iteration 44Q: 3 clusters Score -2.182101e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178623 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -21821260.000000 Penalty: 6074.315918
	Iteration 45Q: 3 clusters Score -2.182126e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179747 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -21821400.000000 Penalty: 6074.315918
	Iteration 46Q: 3 clusters Score -2.18214e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180780 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -21821550.000000 Penalty: 6074.315918
	Iteration 47Q: 3 clusters Score -2.182155e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181767 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -21821688.000000 Penalty: 6074.315918
	Iteration 48Q: 3 clusters Score -2.182169e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182763 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -21821848.000000 Penalty: 6074.315918
	Iteration 49Q: 3 clusters Score -2.182185e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183712 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -21821952.000000 Penalty: 6074.315918
	Iteration 50Q: 3 clusters Score -2.182195e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184611 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -21822054.000000 Penalty: 6074.315918
	Iteration 51Q: 3 clusters Score -2.182205e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185447 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -21822254.000000 Penalty: 6074.315918
	Iteration 52Q: 3 clusters Score -2.182225e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186230 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -21822314.000000 Penalty: 6074.315918
	Iteration 53Q: 3 clusters Score -2.182231e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186952 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -21822414.000000 Penalty: 6074.315918
	Iteration 54Q: 3 clusters Score -2.182241e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187634 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -21822484.000000 Penalty: 6074.315918
	Iteration 55Q: 3 clusters Score -2.182248e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188288 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -21822452.000000 Penalty: 6074.315918
	Iteration 56Q: 3 clusters Score -2.182245e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188929 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -21822480.000000 Penalty: 6074.315918
	Iteration 57Q: 3 clusters Score -2.182248e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189529 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -21822574.000000 Penalty: 6074.315918
	Iteration 58Q: 3 clusters Score -2.182257e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190072 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -21822586.000000 Penalty: 6074.315918
	Iteration 59Q: 3 clusters Score -2.182259e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190578 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -21822624.000000 Penalty: 6074.315918
	Iteration 60F: 3 clusters Score -2.182262e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191095 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -21822692.000000 Penalty: 6074.315918
	Iteration 61Q: 3 clusters Score -2.182269e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191601 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -21822718.000000 Penalty: 6074.315918
	Iteration 62Q: 3 clusters Score -2.182272e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192110 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -21822872.000000 Penalty: 6074.315918
	Iteration 63Q: 3 clusters Score -2.182287e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192607 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -21822864.000000 Penalty: 6074.315918
	Iteration 64Q: 3 clusters Score -2.182286e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193099 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -21822916.000000 Penalty: 6074.315918
	Iteration 65Q: 3 clusters Score -2.182292e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193569 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -21823002.000000 Penalty: 6074.315918
	Iteration 66Q: 3 clusters Score -2.1823e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194017 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -21822994.000000 Penalty: 6074.315918
	Iteration 67Q: 3 clusters Score -2.182299e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194474 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -21823034.000000 Penalty: 6074.315918
	Iteration 68Q: 3 clusters Score -2.182303e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194885 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -21823032.000000 Penalty: 6074.315918
	Iteration 69Q: 3 clusters Score -2.182303e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195296 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -21823110.000000 Penalty: 6074.315918
	Iteration 70Q: 3 clusters Score -2.182311e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195716 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -21823170.000000 Penalty: 6074.315918
	Iteration 71Q: 3 clusters Score -2.182317e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196135 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -21823180.000000 Penalty: 6074.315918
	Iteration 72Q: 3 clusters Score -2.182318e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196550 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -21823218.000000 Penalty: 6074.315918
	Iteration 73Q: 3 clusters Score -2.182322e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196940 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -21823232.000000 Penalty: 6074.315918
	Iteration 74Q: 3 clusters Score -2.182323e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197312 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -21823308.000000 Penalty: 6074.315918
	Iteration 75Q: 3 clusters Score -2.182331e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197675 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -21823300.000000 Penalty: 6074.315918
	Iteration 76Q: 3 clusters Score -2.18233e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198057 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -21823378.000000 Penalty: 6074.315918
	Iteration 77Q: 3 clusters Score -2.182338e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198407 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -21823432.000000 Penalty: 6074.315918
	Iteration 78Q: 3 clusters Score -2.182343e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198768 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -21823462.000000 Penalty: 6074.315918
	Iteration 79Q: 3 clusters Score -2.182346e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -21823516.000000 Penalty: 6074.315918
	Iteration 80F: 3 clusters Score -2.182352e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199453 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -21823506.000000 Penalty: 6074.315918
	Iteration 81Q: 3 clusters Score -2.182351e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199795 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -21823474.000000 Penalty: 6074.315918
	Iteration 82Q: 3 clusters Score -2.182347e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200122 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -21823464.000000 Penalty: 6074.315918
	Iteration 83Q: 3 clusters Score -2.182346e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200459 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -21823420.000000 Penalty: 6074.315918
	Iteration 84Q: 3 clusters Score -2.182342e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200780 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -21823374.000000 Penalty: 6074.315918
	Iteration 85Q: 3 clusters Score -2.182337e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201064 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -21823386.000000 Penalty: 6074.315918
	Iteration 86Q: 3 clusters Score -2.182339e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201335 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -21823312.000000 Penalty: 6074.315918
	Iteration 87Q: 3 clusters Score -2.182331e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201621 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -21823162.000000 Penalty: 6074.315918
	Iteration 88Q: 3 clusters Score -2.182316e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201882 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -21823002.000000 Penalty: 6074.315918
	Iteration 89Q: 3 clusters Score -2.1823e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202142 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -21822974.000000 Penalty: 6074.315918
	Iteration 90Q: 3 clusters Score -2.182297e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202413 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -21822962.000000 Penalty: 6074.315918
	Iteration 91Q: 3 clusters Score -2.182296e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202668 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -21822940.000000 Penalty: 6074.315918
	Iteration 92Q: 3 clusters Score -2.182294e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202904 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -21822884.000000 Penalty: 6074.315918
	Iteration 93Q: 3 clusters Score -2.182288e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203122 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -21822782.000000 Penalty: 6074.315918
	Iteration 94Q: 3 clusters Score -2.182278e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203312 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -21822764.000000 Penalty: 6074.315918
	Iteration 95Q: 3 clusters Score -2.182276e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203518 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -21822718.000000 Penalty: 6074.315918
	Iteration 96Q: 3 clusters Score -2.182272e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203745 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -21822642.000000 Penalty: 6074.315918
	Iteration 97Q: 3 clusters Score -2.182264e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203965 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -21822640.000000 Penalty: 6074.315918
	Iteration 98Q: 3 clusters Score -2.182264e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204186 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -21822618.000000 Penalty: 6074.315918
	Iteration 99Q: 3 clusters Score -2.182262e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204379 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -21822586.000000 Penalty: 6074.315918
	Iteration 100F: 3 clusters Score -2.182259e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204578 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -21822564.000000 Penalty: 6074.315918
	Iteration 101Q: 3 clusters Score -2.182256e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204787 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21822546.000000 Penalty: 6074.315918
	Iteration 102Q: 3 clusters Score -2.182255e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204991 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -21822486.000000 Penalty: 6074.315918
	Iteration 103Q: 3 clusters Score -2.182249e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205173 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -21822426.000000 Penalty: 6074.315918
	Iteration 104Q: 3 clusters Score -2.182243e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205351 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21822444.000000 Penalty: 6074.315918
	Iteration 105Q: 3 clusters Score -2.182244e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205542 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -21822442.000000 Penalty: 6074.315918
	Iteration 106Q: 3 clusters Score -2.182244e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205713 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21822386.000000 Penalty: 6074.315918
	Iteration 107Q: 3 clusters Score -2.182239e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205867 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -21822368.000000 Penalty: 6074.315918
	Iteration 108Q: 3 clusters Score -2.182237e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206013 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21822370.000000 Penalty: 6074.315918
	Iteration 109Q: 3 clusters Score -2.182237e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206147 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -21822394.000000 Penalty: 6074.315918
	Iteration 110Q: 3 clusters Score -2.182239e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206267 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -21822390.000000 Penalty: 6074.315918
	Iteration 111Q: 3 clusters Score -2.182239e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206385 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -21822384.000000 Penalty: 6074.315918
	Iteration 112Q: 3 clusters Score -2.182238e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206466 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21822342.000000 Penalty: 6074.315918
	Iteration 113Q: 3 clusters Score -2.182234e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206528 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -21822352.000000 Penalty: 6074.315918
	Iteration 114Q: 3 clusters Score -2.182235e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206590 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21822316.000000 Penalty: 6074.315918
	Iteration 115Q: 3 clusters Score -2.182232e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206648 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -21822326.000000 Penalty: 6074.315918
	Iteration 116Q: 3 clusters Score -2.182233e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206706 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -21822330.000000 Penalty: 6074.315918
	Iteration 117Q: 3 clusters Score -2.182233e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206753 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -21822292.000000 Penalty: 6074.315918
	Iteration 118Q: 3 clusters Score -2.182229e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206795 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -21822310.000000 Penalty: 6074.315918
	Iteration 119Q: 3 clusters Score -2.182231e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206841 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21822306.000000 Penalty: 6074.315918
	Iteration 120F: 3 clusters Score -2.182231e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206887 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21822294.000000 Penalty: 6074.315918
	Iteration 121Q: 3 clusters Score -2.182229e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206920 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21822250.000000 Penalty: 6074.315918
	Iteration 122Q: 3 clusters Score -2.182225e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206945 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -21822232.000000 Penalty: 6074.315918
	Iteration 123Q: 3 clusters Score -2.182223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206964 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21822216.000000 Penalty: 6074.315918
	Iteration 124Q: 3 clusters Score -2.182222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206989 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21822230.000000 Penalty: 6074.315918
	Iteration 125Q: 3 clusters Score -2.182223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207021 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21822182.000000 Penalty: 6074.315918
	Iteration 126Q: 3 clusters Score -2.182218e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207051 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21822168.000000 Penalty: 6074.315918
	Iteration 127Q: 3 clusters Score -2.182217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207073 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21822176.000000 Penalty: 6074.315918
	Iteration 128Q: 3 clusters Score -2.182218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207092 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21822162.000000 Penalty: 6074.315918
	Iteration 129Q: 3 clusters Score -2.182216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207109 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21822172.000000 Penalty: 6074.315918
	Iteration 130Q: 3 clusters Score -2.182217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207119 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -21822176.000000 Penalty: 6074.315918
	Iteration 131Q: 3 clusters Score -2.182218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207130 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -21822168.000000 Penalty: 6074.315918
	Iteration 132Q: 3 clusters Score -2.182217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207145 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21822170.000000 Penalty: 6074.315918
	Iteration 133Q: 3 clusters Score -2.182217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207153 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21822164.000000 Penalty: 6074.315918
	Iteration 134Q: 3 clusters Score -2.182216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207163 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -21822186.000000 Penalty: 6074.315918
	Iteration 135Q: 3 clusters Score -2.182219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207179 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21822184.000000 Penalty: 6074.315918
	Iteration 136Q: 3 clusters Score -2.182218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207193 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -21822180.000000 Penalty: 6074.315918
	Iteration 137Q: 3 clusters Score -2.182218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207201 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21822178.000000 Penalty: 6074.315918
	Iteration 138Q: 3 clusters Score -2.182218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207207 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21822170.000000 Penalty: 6074.315918
	Iteration 139Q: 3 clusters Score -2.182217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207212 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21822158.000000 Penalty: 6074.315918
	Iteration 140F: 3 clusters Score -2.182216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207214 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21822142.000000 Penalty: 6074.315918
	Iteration 141Q: 3 clusters Score -2.182214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207219 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21822168.000000 Penalty: 6074.315918
	Iteration 142Q: 3 clusters Score -2.182217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207227 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21822176.000000 Penalty: 6074.315918
	Iteration 143Q: 3 clusters Score -2.182218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207235 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21822164.000000 Penalty: 6074.315918
	Iteration 144Q: 3 clusters Score -2.182216e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207238 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -21822148.000000 Penalty: 6074.315918
	Iteration 145Q: 3 clusters Score -2.182215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207241 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21822144.000000 Penalty: 6074.315918
	Iteration 146Q: 3 clusters Score -2.182214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207247 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -21822150.000000 Penalty: 6074.315918
	Iteration 147Q: 3 clusters Score -2.182215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207248 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21822148.000000 Penalty: 6074.315918
	Iteration 148Q: 3 clusters Score -2.182215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207251 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -21822140.000000 Penalty: 6074.315918
	Iteration 149Q: 3 clusters Score -2.182214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207252 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21822154.000000 Penalty: 6074.315918
	Iteration 150Q: 3 clusters Score -2.182215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207256 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21822156.000000 Penalty: 6074.315918
	Iteration 151Q: 3 clusters Score -2.182216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207258 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21822156.000000 Penalty: 6074.315918
	Iteration 152Q: 3 clusters Score -2.182216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207259 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -21822152.000000 Penalty: 6074.315918
	Iteration 153Q: 3 clusters Score -2.182215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207260 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21822162.000000 Penalty: 6074.315918
	Iteration 154Q: 3 clusters Score -2.182216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207260 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -21822162.000000 Penalty: 6074.315918
	Iteration 155F: 3 clusters Score -2.182216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Entering Unmasked Estep 
Score: -2872422.750000 Penalty: 2542.739502
	Iteration 0F: 2 clusters Score -2872423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2853006.500000 Penalty: 5085.479004
	Iteration 0F: 3 clusters Score -2853006 nChanged 12575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2859722.750000 Penalty: 5085.479004
	Iteration 1F: 3 clusters Score -2859723 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2860200.750000 Penalty: 5085.479004
	Iteration 2Q: 3 clusters Score -2860201 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2860669.250000 Penalty: 5085.479004
	Iteration 3Q: 3 clusters Score -2860669 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2861222.250000 Penalty: 5085.479004
	Iteration 4Q: 3 clusters Score -2861222 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2861988.500000 Penalty: 5085.479004
	Iteration 5F: 3 clusters Score -2861988 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2862972.750000 Penalty: 5085.479004
	Iteration 6F: 3 clusters Score -2862973 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2864190.250000 Penalty: 5085.479004
	Iteration 7F: 3 clusters Score -2864190 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2865445.250000 Penalty: 5085.479004
	Iteration 8F: 3 clusters Score -2865445 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2866551.750000 Penalty: 5085.479004
	Iteration 9F: 3 clusters Score -2866552 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -2867443.000000 Penalty: 5085.479004
	Iteration 10Q: 3 clusters Score -2867443 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2868155.500000 Penalty: 5085.479004
	Iteration 11Q: 3 clusters Score -2868156 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -2868771.750000 Penalty: 5085.479004
	Iteration 12Q: 3 clusters Score -2868772 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -2869344.250000 Penalty: 5085.479004
	Iteration 13Q: 3 clusters Score -2869344 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -2869760.750000 Penalty: 5085.479004
	Iteration 14Q: 3 clusters Score -2869761 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -2869990.250000 Penalty: 5085.479004
	Iteration 15Q: 3 clusters Score -2869990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -2870105.250000 Penalty: 5085.479004
	Iteration 16Q: 3 clusters Score -2870105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -2870175.250000 Penalty: 5085.479004
	Iteration 17Q: 3 clusters Score -2870175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -2870214.000000 Penalty: 5085.479004
	Iteration 18Q: 3 clusters Score -2870214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -2870238.500000 Penalty: 5085.479004
	Iteration 19Q: 3 clusters Score -2870238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -2870261.250000 Penalty: 5085.479004
	Iteration 20F: 3 clusters Score -2870261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -2870277.250000 Penalty: 5085.479004
	Iteration 21Q: 3 clusters Score -2870277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -2870278.500000 Penalty: 5085.479004
	Iteration 22Q: 3 clusters Score -2870278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -2870277.000000 Penalty: 5085.479004
	Iteration 23Q: 3 clusters Score -2870277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -2870277.000000 Penalty: 5085.479004
	Iteration 24F: 3 clusters Score -2870277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (93054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Entering Unmasked Estep 
Score: -9783111.000000 Penalty: 2837.351807
	Iteration 0F: 2 clusters Score -9783111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -9720873.000000 Penalty: 5674.703613
	Iteration 0F: 3 clusters Score -9720873 nChanged 44092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -9745820.000000 Penalty: 5674.703613
	Iteration 1F: 3 clusters Score -9745820 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -9746590.000000 Penalty: 5674.703613
	Iteration 2Q: 3 clusters Score -9746590 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -9747574.000000 Penalty: 5674.703613
	Iteration 3Q: 3 clusters Score -9747574 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -9748737.000000 Penalty: 5674.703613
	Iteration 4Q: 3 clusters Score -9748737 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -9750302.000000 Penalty: 5674.703613
	Iteration 5Q: 3 clusters Score -9750302 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -9752621.000000 Penalty: 5674.703613
	Iteration 6Q: 3 clusters Score -9752621 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -9756085.000000 Penalty: 5674.703613
	Iteration 7F: 3 clusters Score -9756085 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -9760684.000000 Penalty: 5674.703613
	Iteration 8F: 3 clusters Score -9760684 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -9766107.000000 Penalty: 5674.703613
	Iteration 9F: 3 clusters Score -9766107 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -9770590.000000 Penalty: 5674.703613
	Iteration 10F: 3 clusters Score -9770590 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -9773155.000000 Penalty: 5674.703613
	Iteration 11Q: 3 clusters Score -9773155 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -9774522.000000 Penalty: 5674.703613
	Iteration 12Q: 3 clusters Score -9774522 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -9775477.000000 Penalty: 5674.703613
	Iteration 13Q: 3 clusters Score -9775477 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75387 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -9776257.000000 Penalty: 5674.703613
	Iteration 14Q: 3 clusters Score -9776257 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -9776962.000000 Penalty: 5674.703613
	Iteration 15Q: 3 clusters Score -9776962 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -9777745.000000 Penalty: 5674.703613
	Iteration 16Q: 3 clusters Score -9777745 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77557 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -9778433.000000 Penalty: 5674.703613
	Iteration 17Q: 3 clusters Score -9778433 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -9779213.000000 Penalty: 5674.703613
	Iteration 18Q: 3 clusters Score -9779213 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -9779881.000000 Penalty: 5674.703613
	Iteration 19Q: 3 clusters Score -9779881 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -9780398.000000 Penalty: 5674.703613
	Iteration 20F: 3 clusters Score -9780398 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -9780652.000000 Penalty: 5674.703613
	Iteration 21Q: 3 clusters Score -9780652 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -9780811.000000 Penalty: 5674.703613
	Iteration 22Q: 3 clusters Score -9780811 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -9780923.000000 Penalty: 5674.703613
	Iteration 23Q: 3 clusters Score -9780923 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -9780980.000000 Penalty: 5674.703613
	Iteration 24Q: 3 clusters Score -9780980 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -9781028.000000 Penalty: 5674.703613
	Iteration 25Q: 3 clusters Score -9781028 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -9781006.000000 Penalty: 5674.703613
	Iteration 26Q: 3 clusters Score -9781006 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -9781029.000000 Penalty: 5674.703613
	Iteration 27Q: 3 clusters Score -9781029 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -9781033.000000 Penalty: 5674.703613
	Iteration 28Q: 3 clusters Score -9781033 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79745 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -9781046.000000 Penalty: 5674.703613
	Iteration 29Q: 3 clusters Score -9781046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -9781064.000000 Penalty: 5674.703613
	Iteration 30Q: 3 clusters Score -9781064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -9781056.000000 Penalty: 5674.703613
	Iteration 31Q: 3 clusters Score -9781056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -9781059.000000 Penalty: 5674.703613
	Iteration 32Q: 3 clusters Score -9781059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -9781034.000000 Penalty: 5674.703613
	Iteration 33Q: 3 clusters Score -9781034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79986 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -9781046.000000 Penalty: 5674.703613
	Iteration 34Q: 3 clusters Score -9781046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -9781055.000000 Penalty: 5674.703613
	Iteration 35Q: 3 clusters Score -9781055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -9781058.000000 Penalty: 5674.703613
	Iteration 36Q: 3 clusters Score -9781058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -9781072.000000 Penalty: 5674.703613
	Iteration 37Q: 3 clusters Score -9781072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -9781060.000000 Penalty: 5674.703613
	Iteration 38Q: 3 clusters Score -9781060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -9781058.000000 Penalty: 5674.703613
	Iteration 39Q: 3 clusters Score -9781058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -9781069.000000 Penalty: 5674.703613
	Iteration 40F: 3 clusters Score -9781069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -9781078.000000 Penalty: 5674.703613
	Iteration 41Q: 3 clusters Score -9781078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -9781070.000000 Penalty: 5674.703613
	Iteration 42Q: 3 clusters Score -9781070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -9781072.000000 Penalty: 5674.703613
	Iteration 43Q: 3 clusters Score -9781072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80255 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -9781068.000000 Penalty: 5674.703613
	Iteration 44Q: 3 clusters Score -9781068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -9781076.000000 Penalty: 5674.703613
	Iteration 45Q: 3 clusters Score -9781076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -9781075.000000 Penalty: 5674.703613
	Iteration 46Q: 3 clusters Score -9781075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -9781069.000000 Penalty: 5674.703613
	Iteration 47Q: 3 clusters Score -9781069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -9781054.000000 Penalty: 5674.703613
	Iteration 48Q: 3 clusters Score -9781054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -9781072.000000 Penalty: 5674.703613
	Iteration 49Q: 3 clusters Score -9781072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80364 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -9781081.000000 Penalty: 5674.703613
	Iteration 50Q: 3 clusters Score -9781081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -9781078.000000 Penalty: 5674.703613
	Iteration 51Q: 3 clusters Score -9781078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -9781058.000000 Penalty: 5674.703613
	Iteration 52Q: 3 clusters Score -9781058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80399 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -9781059.000000 Penalty: 5674.703613
	Iteration 53Q: 3 clusters Score -9781059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -9781059.000000 Penalty: 5674.703613
	Iteration 54Q: 3 clusters Score -9781059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -9781064.000000 Penalty: 5674.703613
	Iteration 55Q: 3 clusters Score -9781064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -9781063.000000 Penalty: 5674.703613
	Iteration 56Q: 3 clusters Score -9781063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -9781064.000000 Penalty: 5674.703613
	Iteration 57Q: 3 clusters Score -9781064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80441 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -9781057.000000 Penalty: 5674.703613
	Iteration 58Q: 3 clusters Score -9781057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -9781070.000000 Penalty: 5674.703613
	Iteration 59Q: 3 clusters Score -9781070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80448 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -9781076.000000 Penalty: 5674.703613
	Iteration 60F: 3 clusters Score -9781076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -9781071.000000 Penalty: 5674.703613
	Iteration 61Q: 3 clusters Score -9781071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -9781081.000000 Penalty: 5674.703613
	Iteration 62Q: 3 clusters Score -9781081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -9781071.000000 Penalty: 5674.703613
	Iteration 63Q: 3 clusters Score -9781071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -9781075.000000 Penalty: 5674.703613
	Iteration 64Q: 3 clusters Score -9781075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -9781076.000000 Penalty: 5674.703613
	Iteration 65Q: 3 clusters Score -9781076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -9781077.000000 Penalty: 5674.703613
	Iteration 66Q: 3 clusters Score -9781077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80472 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -9781080.000000 Penalty: 5674.703613
	Iteration 67Q: 3 clusters Score -9781080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -9781079.000000 Penalty: 5674.703613
	Iteration 68Q: 3 clusters Score -9781079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -9781079.000000 Penalty: 5674.703613
	Iteration 69F: 3 clusters Score -9781079 nChanged 0
--- Evaluating fit on full set of 2045601 points ---
Entering Unmasked Estep 
Score: -210274400.000000 Penalty: 61263.550781
23->18 Clusters: Score -210274400.000000, best is -210297936.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 681867 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 29732 members 
Mstep: Class 3 contains 29395 members 
Mstep: Class 4 contains 29601 members 
Mstep: Class 5 contains 29633 members 
Mstep: Class 6 contains 29593 members 
Mstep: Class 7 contains 29757 members 
Mstep: Class 8 contains 29413 members 
Mstep: Class 9 contains 29805 members 
Mstep: Class 10 contains 29319 members 
Mstep: Class 11 contains 29587 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 29759 members 
Mstep: Class 14 contains 29606 members 
Mstep: Class 15 contains 29658 members 
Mstep: Class 16 contains 29910 members 
Mstep: Class 17 contains 29683 members 
Mstep: Class 18 contains 30075 members 
Mstep: Class 19 contains 29690 members 
Mstep: Class 20 contains 29526 members 
Mstep: Class 21 contains 29567 members 
Mstep: Class 22 contains 29623 members 
Mstep: Class 23 contains 29393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 232.010422 but Gain 3331.281250
Score: -66968828.000000 Penalty: 73288.210938
Iteration 0F: 23 clusters Score -6.696883e+07 nChanged 646514
Entering Unmasked Mstep 
Mstep: Class 0 contains 2000 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 20718 members 
Mstep: Class 3 contains 64139 members 
Mstep: Class 4 contains 3339 members 
Mstep: Class 5 contains 18063 members 
Mstep: Class 6 contains 45868 members 
Mstep: Class 7 contains 61229 members 
Mstep: Class 8 contains 96035 members 
Mstep: Class 9 contains 9671 members 
Mstep: Class 10 contains 62502 members 
Mstep: Class 11 contains 21246 members 
Mstep: Class 13 contains 24413 members 
Mstep: Class 14 contains 20009 members 
Mstep: Class 15 contains 9000 members 
Mstep: Class 16 contains 13521 members 
Mstep: Class 17 contains 15026 members 
Mstep: Class 18 contains 19396 members 
Mstep: Class 19 contains 54973 members 
Mstep: Class 20 contains 30706 members 
Mstep: Class 21 contains 10602 members 
Mstep: Class 22 contains 24756 members 
Mstep: Class 23 contains 51478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1786.949829 but Gain 3331.281250
Score: -69111472.000000 Penalty: 69956.929688
Iteration 1F: 22 clusters Score -6.911147e+07 nChanged 179246
Entering Unmasked Mstep 
Mstep: Class 0 contains 1052 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 15360 members 
Mstep: Class 3 contains 66183 members 
Mstep: Class 5 contains 10384 members 
Mstep: Class 6 contains 49224 members 
Mstep: Class 7 contains 76099 members 
Mstep: Class 8 contains 99150 members 
Mstep: Class 9 contains 7596 members 
Mstep: Class 10 contains 74712 members 
Mstep: Class 11 contains 20079 members 
Mstep: Class 13 contains 23024 members 
Mstep: Class 14 contains 17718 members 
Mstep: Class 15 contains 6037 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 13484 members 
Mstep: Class 18 contains 17405 members 
Mstep: Class 19 contains 67036 members 
Mstep: Class 20 contains 21914 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 22206 members 
Mstep: Class 23 contains 51389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69365640.000000 Penalty: 69956.929688
Iteration 2F: 22 clusters Score -6.936564e+07 nChanged 132650
Entering Unmasked Mstep 
Mstep: Class 0 contains 875 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10833 members 
Mstep: Class 3 contains 66806 members 
Mstep: Class 5 contains 5797 members 
Mstep: Class 6 contains 49443 members 
Mstep: Class 7 contains 88208 members 
Mstep: Class 8 contains 103892 members 
Mstep: Class 9 contains 7348 members 
Mstep: Class 10 contains 83275 members 
Mstep: Class 11 contains 16848 members 
Mstep: Class 13 contains 20564 members 
Mstep: Class 14 contains 19676 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 13764 members 
Mstep: Class 19 contains 75410 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 4743 members 
Mstep: Class 22 contains 17984 members 
Mstep: Class 23 contains 55022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3261.259521 but Gain 3331.289062
Score: -69490840.000000 Penalty: 66625.640625
Iteration 3F: 21 clusters Score -6.949084e+07 nChanged 110029
Entering Unmasked Mstep 
Mstep: Class 0 contains 771 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 67159 members 
Mstep: Class 6 contains 46537 members 
Mstep: Class 7 contains 98535 members 
Mstep: Class 8 contains 118899 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 88248 members 
Mstep: Class 11 contains 13199 members 
Mstep: Class 13 contains 17497 members 
Mstep: Class 14 contains 21603 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 17 contains 9479 members 
Mstep: Class 18 contains 10075 members 
Mstep: Class 19 contains 79957 members 
Mstep: Class 20 contains 10293 members 
Mstep: Class 21 contains 3352 members 
Mstep: Class 22 contains 13406 members 
Mstep: Class 23 contains 58129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2701.693359 but Gain 3331.277344
Score: -69596440.000000 Penalty: 63294.363281
Iteration 4F: 20 clusters Score -6.959644e+07 nChanged 94373
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4327 members 
Mstep: Class 3 contains 64789 members 
Mstep: Class 6 contains 41650 members 
Mstep: Class 7 contains 108336 members 
Mstep: Class 8 contains 138799 members 
Mstep: Class 9 contains 6161 members 
Mstep: Class 10 contains 91643 members 
Mstep: Class 11 contains 9972 members 
Mstep: Class 13 contains 14748 members 
Mstep: Class 14 contains 21964 members 
Mstep: Class 15 contains 2914 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 8123 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 81217 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 22 contains 9313 members 
Mstep: Class 23 contains 57984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2518.974121 but Gain 3331.285156
Score: -69710752.000000 Penalty: 59963.078125
Iteration 5F: 19 clusters Score -6.971075e+07 nChanged 84583
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 3 contains 59296 members 
Mstep: Class 6 contains 35636 members 
Mstep: Class 7 contains 117527 members 
Mstep: Class 8 contains 161916 members 
Mstep: Class 9 contains 5620 members 
Mstep: Class 10 contains 93864 members 
Mstep: Class 11 contains 7636 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 21824 members 
Mstep: Class 15 contains 2376 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 5057 members 
Mstep: Class 19 contains 79055 members 
Mstep: Class 20 contains 3772 members 
Mstep: Class 22 contains 6117 members 
Mstep: Class 23 contains 56663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2213.724365 but Gain 3331.281250
Score: -69773656.000000 Penalty: 56631.796875
Iteration 6F: 18 clusters Score -6.977366e+07 nChanged 75876
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 3 contains 52202 members 
Mstep: Class 6 contains 29324 members 
Mstep: Class 7 contains 126096 members 
Mstep: Class 8 contains 185115 members 
Mstep: Class 9 contains 5212 members 
Mstep: Class 10 contains 95404 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 13 contains 12135 members 
Mstep: Class 14 contains 21763 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 6101 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 73409 members 
Mstep: Class 22 contains 3979 members 
Mstep: Class 23 contains 54312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2215.212646 but Gain 3331.281250
Score: -69824776.000000 Penalty: 53300.515625
Iteration 7F: 17 clusters Score -6.982478e+07 nChanged 68877
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 3 contains 44980 members 
Mstep: Class 6 contains 23747 members 
Mstep: Class 7 contains 133986 members 
Mstep: Class 8 contains 206022 members 
Mstep: Class 9 contains 4868 members 
Mstep: Class 10 contains 96866 members 
Mstep: Class 11 contains 5084 members 
Mstep: Class 13 contains 12181 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 65075 members 
Mstep: Class 22 contains 2609 members 
Mstep: Class 23 contains 51243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2150.055908 but Gain 3331.281250
Score: -69868312.000000 Penalty: 49969.234375
Iteration 8F: 16 clusters Score -6.986831e+07 nChanged 62252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 3 contains 38814 members 
Mstep: Class 6 contains 19238 members 
Mstep: Class 7 contains 140261 members 
Mstep: Class 8 contains 224361 members 
Mstep: Class 9 contains 5017 members 
Mstep: Class 10 contains 99402 members 
Mstep: Class 11 contains 4204 members 
Mstep: Class 13 contains 12572 members 
Mstep: Class 14 contains 23795 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 2122 members 
Mstep: Class 19 contains 55200 members 
Mstep: Class 22 contains 1753 members 
Mstep: Class 23 contains 47087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1943.720581 but Gain 3331.285156
Score: -69899880.000000 Penalty: 46637.949219
Iteration 9F: 15 clusters Score -6.989988e+07 nChanged 54951
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 3 contains 34243 members 
Mstep: Class 6 contains 16178 members 
Mstep: Class 7 contains 145536 members 
Mstep: Class 8 contains 236509 members 
Mstep: Class 9 contains 4795 members 
Mstep: Class 10 contains 104064 members 
Mstep: Class 11 contains 3639 members 
Mstep: Class 13 contains 13144 members 
Mstep: Class 14 contains 25313 members 
Mstep: Class 17 contains 5331 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 19 contains 45890 members 
Mstep: Class 23 contains 42855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1749.932739 but Gain 3331.281250
Score: -69923120.000000 Penalty: 43306.667969
Iteration 10F: 14 clusters Score -6.992312e+07 nChanged 47566
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 3 contains 30844 members 
Mstep: Class 6 contains 14666 members 
Mstep: Class 7 contains 149595 members 
Mstep: Class 8 contains 243161 members 
Mstep: Class 9 contains 4553 members 
Mstep: Class 10 contains 110466 members 
Mstep: Class 11 contains 3193 members 
Mstep: Class 13 contains 13735 members 
Mstep: Class 14 contains 27029 members 
Mstep: Class 17 contains 5405 members 
Mstep: Class 19 contains 37909 members 
Mstep: Class 23 contains 38653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69940520.000000 Penalty: 43306.667969
Iteration 11F: 14 clusters Score -6.994052e+07 nChanged 38701
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 3 contains 28295 members 
Mstep: Class 6 contains 14184 members 
Mstep: Class 7 contains 152594 members 
Mstep: Class 8 contains 244322 members 
Mstep: Class 9 contains 4290 members 
Mstep: Class 10 contains 118181 members 
Mstep: Class 11 contains 2743 members 
Mstep: Class 13 contains 14275 members 
Mstep: Class 14 contains 28838 members 
Mstep: Class 17 contains 5618 members 
Mstep: Class 19 contains 31496 members 
Mstep: Class 23 contains 34376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69955648.000000 Penalty: 43306.667969
Iteration 12F: 14 clusters Score -6.995565e+07 nChanged 32232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 3 contains 26136 members 
Mstep: Class 6 contains 14290 members 
Mstep: Class 7 contains 155042 members 
Mstep: Class 8 contains 242331 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 126584 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 13 contains 14686 members 
Mstep: Class 14 contains 30488 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 19 contains 26646 members 
Mstep: Class 23 contains 30499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69969208.000000 Penalty: 43306.667969
Iteration 13Q: 14 clusters Score -6.996921e+07 nChanged 27291
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 3 contains 24076 members 
Mstep: Class 6 contains 14600 members 
Mstep: Class 7 contains 157223 members 
Mstep: Class 8 contains 238206 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 135154 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 31961 members 
Mstep: Class 17 contains 6698 members 
Mstep: Class 19 contains 23010 members 
Mstep: Class 23 contains 27280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69981736.000000 Penalty: 43306.667969
Iteration 14Q: 14 clusters Score -6.998174e+07 nChanged 24143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 3 contains 22152 members 
Mstep: Class 6 contains 14950 members 
Mstep: Class 7 contains 158601 members 
Mstep: Class 8 contains 232984 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 143870 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 13 contains 15443 members 
Mstep: Class 14 contains 33306 members 
Mstep: Class 17 contains 7450 members 
Mstep: Class 19 contains 20428 members 
Mstep: Class 23 contains 24684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69992560.000000 Penalty: 43306.667969
Iteration 15Q: 14 clusters Score -6.999256e+07 nChanged 21347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 3 contains 20176 members 
Mstep: Class 6 contains 15343 members 
Mstep: Class 7 contains 159275 members 
Mstep: Class 8 contains 227455 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 152417 members 
Mstep: Class 11 contains 1916 members 
Mstep: Class 13 contains 15695 members 
Mstep: Class 14 contains 34466 members 
Mstep: Class 17 contains 8329 members 
Mstep: Class 19 contains 18511 members 
Mstep: Class 23 contains 22712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70001776.000000 Penalty: 43306.667969
Iteration 16Q: 14 clusters Score -7.000178e+07 nChanged 19225
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 3 contains 18226 members 
Mstep: Class 6 contains 15650 members 
Mstep: Class 7 contains 159335 members 
Mstep: Class 8 contains 222040 members 
Mstep: Class 9 contains 2510 members 
Mstep: Class 10 contains 160739 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 13 contains 15899 members 
Mstep: Class 14 contains 35577 members 
Mstep: Class 17 contains 9228 members 
Mstep: Class 19 contains 17043 members 
Mstep: Class 23 contains 21179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70009464.000000 Penalty: 43306.667969
Iteration 17Q: 14 clusters Score -7.000946e+07 nChanged 17255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 3 contains 16333 members 
Mstep: Class 6 contains 15908 members 
Mstep: Class 7 contains 158840 members 
Mstep: Class 8 contains 217218 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 168573 members 
Mstep: Class 11 contains 1680 members 
Mstep: Class 13 contains 16028 members 
Mstep: Class 14 contains 36645 members 
Mstep: Class 17 contains 10064 members 
Mstep: Class 19 contains 15833 members 
Mstep: Class 23 contains 20035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3324.055420 but Gain 3331.281250
Score: -70016192.000000 Penalty: 39975.386719
Iteration 18Q: 13 clusters Score -7.001619e+07 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 3 contains 14543 members 
Mstep: Class 6 contains 16206 members 
Mstep: Class 7 contains 158988 members 
Mstep: Class 8 contains 213256 members 
Mstep: Class 9 contains 1646 members 
Mstep: Class 10 contains 175888 members 
Mstep: Class 13 contains 16111 members 
Mstep: Class 14 contains 37747 members 
Mstep: Class 17 contains 10858 members 
Mstep: Class 19 contains 14745 members 
Mstep: Class 23 contains 19214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70022720.000000 Penalty: 39975.386719
Iteration 19Q: 13 clusters Score -7.002272e+07 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 3 contains 12896 members 
Mstep: Class 6 contains 16494 members 
Mstep: Class 7 contains 157496 members 
Mstep: Class 8 contains 209882 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 182153 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 38743 members 
Mstep: Class 17 contains 11610 members 
Mstep: Class 19 contains 13824 members 
Mstep: Class 23 contains 18603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70026752.000000 Penalty: 39975.386719
Iteration 20F: 13 clusters Score -7.002675e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 3 contains 11370 members 
Mstep: Class 6 contains 16790 members 
Mstep: Class 7 contains 155663 members 
Mstep: Class 8 contains 207339 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 187497 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 39537 members 
Mstep: Class 17 contains 12352 members 
Mstep: Class 19 contains 13008 members 
Mstep: Class 23 contains 18162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70030872.000000 Penalty: 39975.386719
Iteration 21Q: 13 clusters Score -7.003087e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 3 contains 10107 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 7 contains 153750 members 
Mstep: Class 8 contains 205616 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 191789 members 
Mstep: Class 13 contains 16322 members 
Mstep: Class 14 contains 40110 members 
Mstep: Class 17 contains 13031 members 
Mstep: Class 19 contains 12296 members 
Mstep: Class 23 contains 17816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70033648.000000 Penalty: 39975.386719
Iteration 22Q: 13 clusters Score -7.003365e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 3 contains 8963 members 
Mstep: Class 6 contains 17382 members 
Mstep: Class 7 contains 151751 members 
Mstep: Class 8 contains 204642 members 
Mstep: Class 9 contains 1411 members 
Mstep: Class 10 contains 195184 members 
Mstep: Class 13 contains 16392 members 
Mstep: Class 14 contains 40571 members 
Mstep: Class 17 contains 13668 members 
Mstep: Class 19 contains 11703 members 
Mstep: Class 23 contains 17532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70036336.000000 Penalty: 39975.386719
Iteration 23Q: 13 clusters Score -7.003634e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 3 contains 7950 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 149695 members 
Mstep: Class 8 contains 204322 members 
Mstep: Class 9 contains 1536 members 
Mstep: Class 10 contains 197916 members 
Mstep: Class 13 contains 16444 members 
Mstep: Class 14 contains 40996 members 
Mstep: Class 17 contains 14252 members 
Mstep: Class 19 contains 11121 members 
Mstep: Class 23 contains 17273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70037984.000000 Penalty: 39975.386719
Iteration 24Q: 13 clusters Score -7.003798e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 3 contains 7097 members 
Mstep: Class 6 contains 17964 members 
Mstep: Class 7 contains 147597 members 
Mstep: Class 8 contains 204418 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 200155 members 
Mstep: Class 13 contains 16468 members 
Mstep: Class 14 contains 41403 members 
Mstep: Class 17 contains 14816 members 
Mstep: Class 19 contains 10609 members 
Mstep: Class 23 contains 17021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70038608.000000 Penalty: 39975.386719
Iteration 25Q: 13 clusters Score -7.003861e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 3 contains 6379 members 
Mstep: Class 6 contains 18206 members 
Mstep: Class 7 contains 145518 members 
Mstep: Class 8 contains 204958 members 
Mstep: Class 9 contains 1747 members 
Mstep: Class 10 contains 201760 members 
Mstep: Class 13 contains 16488 members 
Mstep: Class 14 contains 41807 members 
Mstep: Class 17 contains 15391 members 
Mstep: Class 19 contains 10133 members 
Mstep: Class 23 contains 16811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70039600.000000 Penalty: 39975.386719
Iteration 26Q: 13 clusters Score -7.00396e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 3 contains 5747 members 
Mstep: Class 6 contains 18408 members 
Mstep: Class 7 contains 143617 members 
Mstep: Class 8 contains 205849 members 
Mstep: Class 9 contains 1849 members 
Mstep: Class 10 contains 202680 members 
Mstep: Class 13 contains 16499 members 
Mstep: Class 14 contains 42146 members 
Mstep: Class 17 contains 15978 members 
Mstep: Class 19 contains 9779 members 
Mstep: Class 23 contains 16646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70040496.000000 Penalty: 39975.386719
Iteration 27Q: 13 clusters Score -7.00405e+07 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 3 contains 5223 members 
Mstep: Class 6 contains 18590 members 
Mstep: Class 7 contains 141865 members 
Mstep: Class 8 contains 207044 members 
Mstep: Class 9 contains 1924 members 
Mstep: Class 10 contains 203000 members 
Mstep: Class 13 contains 16517 members 
Mstep: Class 14 contains 42528 members 
Mstep: Class 17 contains 16571 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 23 contains 16490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70041160.000000 Penalty: 39975.386719
Iteration 28Q: 13 clusters Score -7.004116e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 3 contains 4805 members 
Mstep: Class 6 contains 18771 members 
Mstep: Class 7 contains 140396 members 
Mstep: Class 8 contains 208331 members 
Mstep: Class 9 contains 1981 members 
Mstep: Class 10 contains 202823 members 
Mstep: Class 13 contains 16521 members 
Mstep: Class 14 contains 42934 members 
Mstep: Class 17 contains 17142 members 
Mstep: Class 19 contains 9155 members 
Mstep: Class 23 contains 16340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70041608.000000 Penalty: 39975.386719
Iteration 29Q: 13 clusters Score -7.004161e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 6 contains 18936 members 
Mstep: Class 7 contains 139125 members 
Mstep: Class 8 contains 209730 members 
Mstep: Class 9 contains 2035 members 
Mstep: Class 10 contains 202258 members 
Mstep: Class 13 contains 16529 members 
Mstep: Class 14 contains 43289 members 
Mstep: Class 17 contains 17697 members 
Mstep: Class 19 contains 8948 members 
Mstep: Class 23 contains 16203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70042336.000000 Penalty: 39975.386719
Iteration 30Q: 13 clusters Score -7.004234e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 6 contains 19098 members 
Mstep: Class 7 contains 138208 members 
Mstep: Class 8 contains 211042 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 201338 members 
Mstep: Class 13 contains 16502 members 
Mstep: Class 14 contains 43686 members 
Mstep: Class 17 contains 18244 members 
Mstep: Class 19 contains 8776 members 
Mstep: Class 23 contains 16076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70043088.000000 Penalty: 39975.386719
Iteration 31Q: 13 clusters Score -7.004309e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 6 contains 19228 members 
Mstep: Class 7 contains 137601 members 
Mstep: Class 8 contains 212251 members 
Mstep: Class 9 contains 2120 members 
Mstep: Class 10 contains 200219 members 
Mstep: Class 13 contains 16454 members 
Mstep: Class 14 contains 44057 members 
Mstep: Class 17 contains 18760 members 
Mstep: Class 19 contains 8646 members 
Mstep: Class 23 contains 15964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044008.000000 Penalty: 39975.386719
Iteration 32Q: 13 clusters Score -7.004401e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 3 contains 3691 members 
Mstep: Class 6 contains 19343 members 
Mstep: Class 7 contains 137218 members 
Mstep: Class 8 contains 213383 members 
Mstep: Class 9 contains 2164 members 
Mstep: Class 10 contains 199068 members 
Mstep: Class 13 contains 16352 members 
Mstep: Class 14 contains 44377 members 
Mstep: Class 17 contains 19242 members 
Mstep: Class 19 contains 8508 members 
Mstep: Class 23 contains 15847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044472.000000 Penalty: 39975.386719
Iteration 33Q: 13 clusters Score -7.004447e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 6 contains 19444 members 
Mstep: Class 7 contains 137026 members 
Mstep: Class 8 contains 214370 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 197951 members 
Mstep: Class 13 contains 16266 members 
Mstep: Class 14 contains 44668 members 
Mstep: Class 17 contains 19653 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 23 contains 15714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044456.000000 Penalty: 39975.386719
Iteration 34Q: 13 clusters Score -7.004446e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 3 contains 3299 members 
Mstep: Class 6 contains 19547 members 
Mstep: Class 7 contains 136955 members 
Mstep: Class 8 contains 215170 members 
Mstep: Class 9 contains 2253 members 
Mstep: Class 10 contains 196952 members 
Mstep: Class 13 contains 16152 members 
Mstep: Class 14 contains 44922 members 
Mstep: Class 17 contains 20056 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 23 contains 15593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044296.000000 Penalty: 39975.386719
Iteration 35Q: 13 clusters Score -7.00443e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 3 contains 3144 members 
Mstep: Class 6 contains 19656 members 
Mstep: Class 7 contains 136994 members 
Mstep: Class 8 contains 215702 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 196038 members 
Mstep: Class 13 contains 16064 members 
Mstep: Class 14 contains 45176 members 
Mstep: Class 17 contains 20432 members 
Mstep: Class 19 contains 8216 members 
Mstep: Class 23 contains 15475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044424.000000 Penalty: 39975.386719
Iteration 36Q: 13 clusters Score -7.004442e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 6 contains 19757 members 
Mstep: Class 7 contains 137270 members 
Mstep: Class 8 contains 216112 members 
Mstep: Class 9 contains 2337 members 
Mstep: Class 10 contains 195094 members 
Mstep: Class 13 contains 15961 members 
Mstep: Class 14 contains 45375 members 
Mstep: Class 17 contains 20802 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 23 contains 15364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044224.000000 Penalty: 39975.386719
Iteration 37Q: 13 clusters Score -7.004422e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 3 contains 2868 members 
Mstep: Class 6 contains 19856 members 
Mstep: Class 7 contains 137819 members 
Mstep: Class 8 contains 216379 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 194129 members 
Mstep: Class 13 contains 15835 members 
Mstep: Class 14 contains 45541 members 
Mstep: Class 17 contains 21120 members 
Mstep: Class 19 contains 8004 members 
Mstep: Class 23 contains 15267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70044608.000000 Penalty: 39975.386719
Iteration 38Q: 13 clusters Score -7.004461e+07 nChanged 3653
Entering ConstructFrom: 
Score: -70044608.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -228779.828125 Penalty: 1956.864502
	Iteration 0F: 2 clusters Score -228779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -225959.125000 Penalty: 3913.729004
	Iteration 0F: 3 clusters Score -225959.1 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -228465.421875 Penalty: 3913.729004
	Iteration 1F: 3 clusters Score -228465.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -231802.328125 Penalty: 3913.729004
	Iteration 2F: 3 clusters Score -231802.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -234315.390625 Penalty: 3913.729004
	Iteration 3F: 3 clusters Score -234315.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -236562.828125 Penalty: 3913.729004
	Iteration 4F: 3 clusters Score -236562.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -237636.171875 Penalty: 3913.729004
	Iteration 5F: 3 clusters Score -237636.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -238117.625000 Penalty: 3913.729004
	Iteration 6Q: 3 clusters Score -238117.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -238389.859375 Penalty: 3913.729004
	Iteration 7Q: 3 clusters Score -238389.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -238572.406250 Penalty: 3913.729004
	Iteration 8Q: 3 clusters Score -238572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -238617.375000 Penalty: 3913.729004
	Iteration 9Q: 3 clusters Score -238617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -238627.328125 Penalty: 3913.729004
	Iteration 10Q: 3 clusters Score -238627.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -238627.328125 Penalty: 3913.729004
	Iteration 11F: 3 clusters Score -238627.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 6 contains 19963 members 
Mstep: Class 7 contains 138574 members 
Mstep: Class 8 contains 216377 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 193251 members 
Mstep: Class 13 contains 15718 members 
Mstep: Class 14 contains 45682 members 
Mstep: Class 17 contains 21426 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 23 contains 15181 members 
Entering Unmasked Estep 
Score: -70053280.000000 Penalty: 43306.667969
Splitting cluster 1 changes total score from -70044608.000000 to -70053280.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -294487.093750 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -294487.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -291394.812500 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -291394.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -291986.500000 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -291986.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -292125.312500 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -292125.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -292192.468750 Penalty: 3925.469238
	Iteration 3Q: 3 clusters Score -292192.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292223.437500 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -292223.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -292244.781250 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -292244.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -292257.906250 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -292257.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -292268.750000 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -292268.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -292277.562500 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -292277.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -292282.843750 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -292282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -292287.125000 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -292287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -292289.375000 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -292289.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -292291.468750 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -292291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -292293.937500 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -292293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -292294.750000 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -292294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -292296.187500 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -292296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -292298.187500 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -292298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -292299.093750 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -292299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -292299.750000 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -292299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -292301.406250 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -292301.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -292306.000000 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -292306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -292308.218750 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -292308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -292310.062500 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -292310.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -292313.000000 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -292313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -292314.750000 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -292314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -292315.906250 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -292315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -292316.093750 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -292316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -292316.593750 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -292316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -292317.218750 Penalty: 3925.469238
	Iteration 28Q: 3 clusters Score -292317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -292318.000000 Penalty: 3925.469238
	Iteration 29Q: 3 clusters Score -292318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -292318.000000 Penalty: 3925.469238
	Iteration 30F: 3 clusters Score -292318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Entering Unmasked Estep 
Score: -2121050.500000 Penalty: 2455.605713
	Iteration 0F: 2 clusters Score -2121050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2107020.500000 Penalty: 4911.211426
	Iteration 0F: 3 clusters Score -2107020 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2111670.500000 Penalty: 4911.211426
	Iteration 1F: 3 clusters Score -2111670 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2112048.750000 Penalty: 4911.211426
	Iteration 2F: 3 clusters Score -2112049 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2112413.500000 Penalty: 4911.211426
	Iteration 3Q: 3 clusters Score -2112414 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2112818.250000 Penalty: 4911.211426
	Iteration 4Q: 3 clusters Score -2112818 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2113263.500000 Penalty: 4911.211426
	Iteration 5Q: 3 clusters Score -2113264 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2113826.500000 Penalty: 4911.211426
	Iteration 6Q: 3 clusters Score -2113826 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2114501.250000 Penalty: 4911.211426
	Iteration 7F: 3 clusters Score -2114501 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2115347.500000 Penalty: 4911.211426
	Iteration 8F: 3 clusters Score -2115348 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2116308.000000 Penalty: 4911.211426
	Iteration 9F: 3 clusters Score -2116308 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2117198.000000 Penalty: 4911.211426
	Iteration 10F: 3 clusters Score -2117198 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2117887.000000 Penalty: 4911.211426
	Iteration 11Q: 3 clusters Score -2117887 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2118314.750000 Penalty: 4911.211426
	Iteration 12Q: 3 clusters Score -2118315 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2118590.000000 Penalty: 4911.211426
	Iteration 13Q: 3 clusters Score -2118590 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2118751.250000 Penalty: 4911.211426
	Iteration 14Q: 3 clusters Score -2118751 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2118861.000000 Penalty: 4911.211426
	Iteration 15Q: 3 clusters Score -2118861 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2118950.750000 Penalty: 4911.211426
	Iteration 16Q: 3 clusters Score -2118951 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2119029.250000 Penalty: 4911.211426
	Iteration 17Q: 3 clusters Score -2119029 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2119086.750000 Penalty: 4911.211426
	Iteration 18Q: 3 clusters Score -2119087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2119122.750000 Penalty: 4911.211426
	Iteration 19Q: 3 clusters Score -2119123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2119151.250000 Penalty: 4911.211426
	Iteration 20F: 3 clusters Score -2119151 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2119186.250000 Penalty: 4911.211426
	Iteration 21Q: 3 clusters Score -2119186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2119210.000000 Penalty: 4911.211426
	Iteration 22Q: 3 clusters Score -2119210 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2119226.750000 Penalty: 4911.211426
	Iteration 23Q: 3 clusters Score -2119227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2119243.750000 Penalty: 4911.211426
	Iteration 24Q: 3 clusters Score -2119244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2119255.500000 Penalty: 4911.211426
	Iteration 25Q: 3 clusters Score -2119256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2119274.500000 Penalty: 4911.211426
	Iteration 26Q: 3 clusters Score -2119274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2119291.500000 Penalty: 4911.211426
	Iteration 27Q: 3 clusters Score -2119292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2119315.750000 Penalty: 4911.211426
	Iteration 28Q: 3 clusters Score -2119316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2119337.750000 Penalty: 4911.211426
	Iteration 29Q: 3 clusters Score -2119338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2119351.750000 Penalty: 4911.211426
	Iteration 30Q: 3 clusters Score -2119352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2119377.750000 Penalty: 4911.211426
	Iteration 31Q: 3 clusters Score -2119378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2119401.750000 Penalty: 4911.211426
	Iteration 32Q: 3 clusters Score -2119402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2119420.500000 Penalty: 4911.211426
	Iteration 33Q: 3 clusters Score -2119420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2119438.500000 Penalty: 4911.211426
	Iteration 34Q: 3 clusters Score -2119438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2119463.500000 Penalty: 4911.211426
	Iteration 35Q: 3 clusters Score -2119464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2119482.500000 Penalty: 4911.211426
	Iteration 36Q: 3 clusters Score -2119482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2119493.250000 Penalty: 4911.211426
	Iteration 37Q: 3 clusters Score -2119493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2119499.250000 Penalty: 4911.211426
	Iteration 38Q: 3 clusters Score -2119499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2119516.750000 Penalty: 4911.211426
	Iteration 39Q: 3 clusters Score -2119517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2119518.750000 Penalty: 4911.211426
	Iteration 40F: 3 clusters Score -2119519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2119526.500000 Penalty: 4911.211426
	Iteration 41Q: 3 clusters Score -2119526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2119530.750000 Penalty: 4911.211426
	Iteration 42Q: 3 clusters Score -2119531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2119536.500000 Penalty: 4911.211426
	Iteration 43Q: 3 clusters Score -2119536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2119538.250000 Penalty: 4911.211426
	Iteration 44Q: 3 clusters Score -2119538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2119544.000000 Penalty: 4911.211426
	Iteration 45Q: 3 clusters Score -2119544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2119544.000000 Penalty: 4911.211426
	Iteration 46Q: 3 clusters Score -2119544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2119543.250000 Penalty: 4911.211426
	Iteration 47Q: 3 clusters Score -2119543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2119547.500000 Penalty: 4911.211426
	Iteration 48Q: 3 clusters Score -2119548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2119547.000000 Penalty: 4911.211426
	Iteration 49Q: 3 clusters Score -2119547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2119545.250000 Penalty: 4911.211426
	Iteration 50Q: 3 clusters Score -2119545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2119546.000000 Penalty: 4911.211426
	Iteration 51Q: 3 clusters Score -2119546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2119546.000000 Penalty: 4911.211426
	Iteration 52F: 3 clusters Score -2119546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (138574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138574 members 
Entering Unmasked Estep 
Score: -14502249.000000 Penalty: 2936.111572
	Iteration 0F: 2 clusters Score -1.450225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -14410605.000000 Penalty: 5872.223145
	Iteration 0F: 3 clusters Score -1.44106e+07 nChanged 66023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -14449565.000000 Penalty: 5872.223145
	Iteration 1F: 3 clusters Score -1.444956e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -14451380.000000 Penalty: 5872.223145
	Iteration 2Q: 3 clusters Score -1.445138e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -14453867.000000 Penalty: 5872.223145
	Iteration 3Q: 3 clusters Score -1.445387e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -14457867.000000 Penalty: 5872.223145
	Iteration 4F: 3 clusters Score -1.445787e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -14464138.000000 Penalty: 5872.223145
	Iteration 5F: 3 clusters Score -1.446414e+07 nChanged 10336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -14472779.000000 Penalty: 5872.223145
	Iteration 6F: 3 clusters Score -1.447278e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101874 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -14481189.000000 Penalty: 5872.223145
	Iteration 7F: 3 clusters Score -1.448119e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107087 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -14486961.000000 Penalty: 5872.223145
	Iteration 8F: 3 clusters Score -1.448696e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110713 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -14490084.000000 Penalty: 5872.223145
	Iteration 9Q: 3 clusters Score -1.449008e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113460 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -14491853.000000 Penalty: 5872.223145
	Iteration 10Q: 3 clusters Score -1.449185e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115860 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -14492944.000000 Penalty: 5872.223145
	Iteration 11Q: 3 clusters Score -1.449294e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118122 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -14493927.000000 Penalty: 5872.223145
	Iteration 12Q: 3 clusters Score -1.449393e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120271 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -14494821.000000 Penalty: 5872.223145
	Iteration 13Q: 3 clusters Score -1.449482e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -14495717.000000 Penalty: 5872.223145
	Iteration 14Q: 3 clusters Score -1.449572e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124103 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -14496532.000000 Penalty: 5872.223145
	Iteration 15Q: 3 clusters Score -1.449653e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125744 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -14497252.000000 Penalty: 5872.223145
	Iteration 16Q: 3 clusters Score -1.449725e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -14497913.000000 Penalty: 5872.223145
	Iteration 17Q: 3 clusters Score -1.449791e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128391 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -14498563.000000 Penalty: 5872.223145
	Iteration 18Q: 3 clusters Score -1.449856e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -14499065.000000 Penalty: 5872.223145
	Iteration 19Q: 3 clusters Score -1.449906e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130350 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -14499439.000000 Penalty: 5872.223145
	Iteration 20F: 3 clusters Score -1.449944e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -14499769.000000 Penalty: 5872.223145
	Iteration 21Q: 3 clusters Score -1.449977e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -14500071.000000 Penalty: 5872.223145
	Iteration 22Q: 3 clusters Score -1.450007e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132372 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -14500264.000000 Penalty: 5872.223145
	Iteration 23Q: 3 clusters Score -1.450026e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132848 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -14500448.000000 Penalty: 5872.223145
	Iteration 24Q: 3 clusters Score -1.450045e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133235 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -14500576.000000 Penalty: 5872.223145
	Iteration 25Q: 3 clusters Score -1.450058e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -14500647.000000 Penalty: 5872.223145
	Iteration 26Q: 3 clusters Score -1.450065e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133883 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -14500762.000000 Penalty: 5872.223145
	Iteration 27Q: 3 clusters Score -1.450076e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134108 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -14500846.000000 Penalty: 5872.223145
	Iteration 28Q: 3 clusters Score -1.450085e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134289 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -14500866.000000 Penalty: 5872.223145
	Iteration 29Q: 3 clusters Score -1.450087e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134451 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -14500874.000000 Penalty: 5872.223145
	Iteration 30Q: 3 clusters Score -1.450087e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134584 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -14500901.000000 Penalty: 5872.223145
	Iteration 31Q: 3 clusters Score -1.45009e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134720 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -14500906.000000 Penalty: 5872.223145
	Iteration 32Q: 3 clusters Score -1.450091e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134840 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -14500920.000000 Penalty: 5872.223145
	Iteration 33Q: 3 clusters Score -1.450092e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134945 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -14500976.000000 Penalty: 5872.223145
	Iteration 34Q: 3 clusters Score -1.450098e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135057 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -14501006.000000 Penalty: 5872.223145
	Iteration 35Q: 3 clusters Score -1.450101e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135148 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -14501023.000000 Penalty: 5872.223145
	Iteration 36Q: 3 clusters Score -1.450102e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135232 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -14501082.000000 Penalty: 5872.223145
	Iteration 37Q: 3 clusters Score -1.450108e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135301 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -14501097.000000 Penalty: 5872.223145
	Iteration 38Q: 3 clusters Score -1.45011e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135356 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -14501112.000000 Penalty: 5872.223145
	Iteration 39Q: 3 clusters Score -1.450111e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135393 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -14501119.000000 Penalty: 5872.223145
	Iteration 40F: 3 clusters Score -1.450112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135417 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -14501127.000000 Penalty: 5872.223145
	Iteration 41Q: 3 clusters Score -1.450113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135441 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -14501138.000000 Penalty: 5872.223145
	Iteration 42Q: 3 clusters Score -1.450114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135461 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -14501131.000000 Penalty: 5872.223145
	Iteration 43Q: 3 clusters Score -1.450113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135479 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -14501114.000000 Penalty: 5872.223145
	Iteration 44Q: 3 clusters Score -1.450111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135491 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -14501144.000000 Penalty: 5872.223145
	Iteration 45Q: 3 clusters Score -1.450114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135502 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -14501134.000000 Penalty: 5872.223145
	Iteration 46Q: 3 clusters Score -1.450113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135511 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -14501136.000000 Penalty: 5872.223145
	Iteration 47Q: 3 clusters Score -1.450114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135517 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -14501135.000000 Penalty: 5872.223145
	Iteration 48Q: 3 clusters Score -1.450114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135521 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -14501143.000000 Penalty: 5872.223145
	Iteration 49Q: 3 clusters Score -1.450114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135525 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -14501133.000000 Penalty: 5872.223145
	Iteration 50Q: 3 clusters Score -1.450113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135535 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -14501124.000000 Penalty: 5872.223145
	Iteration 51Q: 3 clusters Score -1.450112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135550 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -14501136.000000 Penalty: 5872.223145
	Iteration 52Q: 3 clusters Score -1.450114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135562 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -14501146.000000 Penalty: 5872.223145
	Iteration 53Q: 3 clusters Score -1.450115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135575 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -14501144.000000 Penalty: 5872.223145
	Iteration 54Q: 3 clusters Score -1.450114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135588 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -14501148.000000 Penalty: 5872.223145
	Iteration 55Q: 3 clusters Score -1.450115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135597 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -14501153.000000 Penalty: 5872.223145
	Iteration 56Q: 3 clusters Score -1.450115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135605 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -14501145.000000 Penalty: 5872.223145
	Iteration 57Q: 3 clusters Score -1.450114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135617 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -14501152.000000 Penalty: 5872.223145
	Iteration 58Q: 3 clusters Score -1.450115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135622 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -14501144.000000 Penalty: 5872.223145
	Iteration 59Q: 3 clusters Score -1.450114e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135633 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -14501132.000000 Penalty: 5872.223145
	Iteration 60F: 3 clusters Score -1.450113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135639 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -14501132.000000 Penalty: 5872.223145
	Iteration 61Q: 3 clusters Score -1.450113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135646 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -14501135.000000 Penalty: 5872.223145
	Iteration 62Q: 3 clusters Score -1.450114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135654 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -14501122.000000 Penalty: 5872.223145
	Iteration 63Q: 3 clusters Score -1.450112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135663 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -14501130.000000 Penalty: 5872.223145
	Iteration 64Q: 3 clusters Score -1.450113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135677 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -14501130.000000 Penalty: 5872.223145
	Iteration 65Q: 3 clusters Score -1.450113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135688 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -14501144.000000 Penalty: 5872.223145
	Iteration 66Q: 3 clusters Score -1.450114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135704 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -14501152.000000 Penalty: 5872.223145
	Iteration 67Q: 3 clusters Score -1.450115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135723 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -14501161.000000 Penalty: 5872.223145
	Iteration 68Q: 3 clusters Score -1.450116e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135744 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -14501186.000000 Penalty: 5872.223145
	Iteration 69Q: 3 clusters Score -1.450119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135770 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -14501192.000000 Penalty: 5872.223145
	Iteration 70Q: 3 clusters Score -1.450119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135792 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -14501192.000000 Penalty: 5872.223145
	Iteration 71Q: 3 clusters Score -1.450119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135805 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -14501176.000000 Penalty: 5872.223145
	Iteration 72Q: 3 clusters Score -1.450118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -14501179.000000 Penalty: 5872.223145
	Iteration 73Q: 3 clusters Score -1.450118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -14501185.000000 Penalty: 5872.223145
	Iteration 74Q: 3 clusters Score -1.450118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135840 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -14501208.000000 Penalty: 5872.223145
	Iteration 75Q: 3 clusters Score -1.450121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135859 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -14501210.000000 Penalty: 5872.223145
	Iteration 76Q: 3 clusters Score -1.450121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135873 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -14501209.000000 Penalty: 5872.223145
	Iteration 77Q: 3 clusters Score -1.450121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -14501205.000000 Penalty: 5872.223145
	Iteration 78Q: 3 clusters Score -1.45012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -14501220.000000 Penalty: 5872.223145
	Iteration 79Q: 3 clusters Score -1.450122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135911 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -14501225.000000 Penalty: 5872.223145
	Iteration 80F: 3 clusters Score -1.450122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135919 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -14501233.000000 Penalty: 5872.223145
	Iteration 81Q: 3 clusters Score -1.450123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135927 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -14501233.000000 Penalty: 5872.223145
	Iteration 82Q: 3 clusters Score -1.450123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135932 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -14501228.000000 Penalty: 5872.223145
	Iteration 83Q: 3 clusters Score -1.450123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135936 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -14501228.000000 Penalty: 5872.223145
	Iteration 84Q: 3 clusters Score -1.450123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135937 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -14501241.000000 Penalty: 5872.223145
	Iteration 85Q: 3 clusters Score -1.450124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135941 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -14501232.000000 Penalty: 5872.223145
	Iteration 86Q: 3 clusters Score -1.450123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135943 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -14501236.000000 Penalty: 5872.223145
	Iteration 87Q: 3 clusters Score -1.450124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135945 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -14501239.000000 Penalty: 5872.223145
	Iteration 88Q: 3 clusters Score -1.450124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135947 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -14501233.000000 Penalty: 5872.223145
	Iteration 89Q: 3 clusters Score -1.450123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135949 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14501221.000000 Penalty: 5872.223145
	Iteration 90Q: 3 clusters Score -1.450122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135956 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -14501222.000000 Penalty: 5872.223145
	Iteration 91Q: 3 clusters Score -1.450122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135962 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -14501227.000000 Penalty: 5872.223145
	Iteration 92Q: 3 clusters Score -1.450123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135965 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -14501225.000000 Penalty: 5872.223145
	Iteration 93Q: 3 clusters Score -1.450122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135966 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -14501231.000000 Penalty: 5872.223145
	Iteration 94Q: 3 clusters Score -1.450123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135968 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -14501232.000000 Penalty: 5872.223145
	Iteration 95Q: 3 clusters Score -1.450123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135970 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -14501227.000000 Penalty: 5872.223145
	Iteration 96Q: 3 clusters Score -1.450123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135972 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -14501230.000000 Penalty: 5872.223145
	Iteration 97Q: 3 clusters Score -1.450123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135972 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -14501230.000000 Penalty: 5872.223145
	Iteration 98F: 3 clusters Score -1.450123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (216377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216377 members 
Entering Unmasked Estep 
Score: -22636724.000000 Penalty: 3046.624756
	Iteration 0F: 2 clusters Score -2.263672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108474 members 
Mstep: Class 2 contains 107903 members 
Entering Unmasked Estep 
Score: -22499378.000000 Penalty: 6093.249512
	Iteration 0F: 3 clusters Score -2.249938e+07 nChanged 104401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 101460 members 
Entering Unmasked Estep 
Score: -22560688.000000 Penalty: 6093.249512
	Iteration 1F: 3 clusters Score -2.256069e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118824 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -22562296.000000 Penalty: 6093.249512
	Iteration 2Q: 3 clusters Score -2.25623e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -22564744.000000 Penalty: 6093.249512
	Iteration 3Q: 3 clusters Score -2.256474e+07 nChanged 9636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133456 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -22568888.000000 Penalty: 6093.249512
	Iteration 4Q: 3 clusters Score -2.256889e+07 nChanged 12843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145775 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -22576054.000000 Penalty: 6093.249512
	Iteration 5F: 3 clusters Score -2.257605e+07 nChanged 16402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161947 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -22588474.000000 Penalty: 6093.249512
	Iteration 6F: 3 clusters Score -2.258847e+07 nChanged 18111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -22604458.000000 Penalty: 6093.249512
	Iteration 7F: 3 clusters Score -2.260446e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196253 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -22620206.000000 Penalty: 6093.249512
	Iteration 8F: 3 clusters Score -2.262021e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207513 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -22628982.000000 Penalty: 6093.249512
	Iteration 9F: 3 clusters Score -2.262898e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212903 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -22632256.000000 Penalty: 6093.249512
	Iteration 10Q: 3 clusters Score -2.263226e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215001 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22633616.000000 Penalty: 6093.249512
	Iteration 11Q: 3 clusters Score -2.263362e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215705 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -22634056.000000 Penalty: 6093.249512
	Iteration 12Q: 3 clusters Score -2.263406e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215937 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -22634204.000000 Penalty: 6093.249512
	Iteration 13Q: 3 clusters Score -2.26342e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216003 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22634314.000000 Penalty: 6093.249512
	Iteration 14Q: 3 clusters Score -2.263431e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216026 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22634350.000000 Penalty: 6093.249512
	Iteration 15Q: 3 clusters Score -2.263435e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216043 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22634378.000000 Penalty: 6093.249512
	Iteration 16Q: 3 clusters Score -2.263438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216053 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22634388.000000 Penalty: 6093.249512
	Iteration 17Q: 3 clusters Score -2.263439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216061 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22634388.000000 Penalty: 6093.249512
	Iteration 18Q: 3 clusters Score -2.263439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216067 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22634390.000000 Penalty: 6093.249512
	Iteration 19Q: 3 clusters Score -2.263439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216070 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22634374.000000 Penalty: 6093.249512
	Iteration 20F: 3 clusters Score -2.263437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216072 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22634398.000000 Penalty: 6093.249512
	Iteration 21Q: 3 clusters Score -2.26344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216073 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22634382.000000 Penalty: 6093.249512
	Iteration 22Q: 3 clusters Score -2.263438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216075 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22634392.000000 Penalty: 6093.249512
	Iteration 23Q: 3 clusters Score -2.263439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216075 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22634400.000000 Penalty: 6093.249512
	Iteration 24Q: 3 clusters Score -2.26344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216076 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22634404.000000 Penalty: 6093.249512
	Iteration 25Q: 3 clusters Score -2.26344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216075 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22634404.000000 Penalty: 6093.249512
	Iteration 26Q: 3 clusters Score -2.26344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216075 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -22634404.000000 Penalty: 6093.249512
	Iteration 27F: 3 clusters Score -2.26344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -238931.375000 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -238931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -236031.703125 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -236031.7 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -236532.453125 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -236532.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -236682.078125 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -236682.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -236781.906250 Penalty: 3861.511230
	Iteration 3Q: 3 clusters Score -236781.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -236881.578125 Penalty: 3861.511230
	Iteration 4Q: 3 clusters Score -236881.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -236963.500000 Penalty: 3861.511230
	Iteration 5Q: 3 clusters Score -236963.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -237008.359375 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -237008.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -237047.703125 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -237047.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -237069.015625 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -237069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -237089.546875 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -237089.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -237112.375000 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -237112.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -237131.984375 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -237132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -237148.203125 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -237148.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -237161.203125 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -237161.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -237172.796875 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -237172.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -237185.500000 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -237185.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -237192.296875 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -237192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -237194.609375 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -237194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237195.890625 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -237195.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237197.875000 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -237197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237200.265625 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -237200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -237204.375000 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -237204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -237210.031250 Penalty: 3861.511230
	Iteration 22Q: 3 clusters Score -237210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -237214.390625 Penalty: 3861.511230
	Iteration 23Q: 3 clusters Score -237214.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -237216.937500 Penalty: 3861.511230
	Iteration 24Q: 3 clusters Score -237216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237220.375000 Penalty: 3861.511230
	Iteration 25Q: 3 clusters Score -237220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237222.890625 Penalty: 3861.511230
	Iteration 26Q: 3 clusters Score -237222.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -237225.093750 Penalty: 3861.511230
	Iteration 27Q: 3 clusters Score -237225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -237225.531250 Penalty: 3861.511230
	Iteration 28Q: 3 clusters Score -237225.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -237226.031250 Penalty: 3861.511230
	Iteration 29Q: 3 clusters Score -237226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -237227.390625 Penalty: 3861.511230
	Iteration 30Q: 3 clusters Score -237227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -237230.562500 Penalty: 3861.511230
	Iteration 31Q: 3 clusters Score -237230.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237234.531250 Penalty: 3861.511230
	Iteration 32Q: 3 clusters Score -237234.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -237237.703125 Penalty: 3861.511230
	Iteration 33Q: 3 clusters Score -237237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -237240.984375 Penalty: 3861.511230
	Iteration 34Q: 3 clusters Score -237241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -237241.968750 Penalty: 3861.511230
	Iteration 35Q: 3 clusters Score -237242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237244.671875 Penalty: 3861.511230
	Iteration 36Q: 3 clusters Score -237244.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -237249.093750 Penalty: 3861.511230
	Iteration 37Q: 3 clusters Score -237249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -237252.500000 Penalty: 3861.511230
	Iteration 38Q: 3 clusters Score -237252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -237254.640625 Penalty: 3861.511230
	Iteration 39Q: 3 clusters Score -237254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -237258.781250 Penalty: 3861.511230
	Iteration 40F: 3 clusters Score -237258.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -237261.828125 Penalty: 3861.511230
	Iteration 41Q: 3 clusters Score -237261.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -237264.250000 Penalty: 3861.511230
	Iteration 42Q: 3 clusters Score -237264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -237267.343750 Penalty: 3861.511230
	Iteration 43Q: 3 clusters Score -237267.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -237270.796875 Penalty: 3861.511230
	Iteration 44Q: 3 clusters Score -237270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -237273.234375 Penalty: 3861.511230
	Iteration 45Q: 3 clusters Score -237273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -237275.156250 Penalty: 3861.511230
	Iteration 46Q: 3 clusters Score -237275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -237277.421875 Penalty: 3861.511230
	Iteration 47Q: 3 clusters Score -237277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -237280.750000 Penalty: 3861.511230
	Iteration 48Q: 3 clusters Score -237280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -237284.500000 Penalty: 3861.511230
	Iteration 49Q: 3 clusters Score -237284.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -237290.562500 Penalty: 3861.511230
	Iteration 50Q: 3 clusters Score -237290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -237293.828125 Penalty: 3861.511230
	Iteration 51Q: 3 clusters Score -237293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -237297.671875 Penalty: 3861.511230
	Iteration 52Q: 3 clusters Score -237297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -237298.921875 Penalty: 3861.511230
	Iteration 53Q: 3 clusters Score -237298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -237299.078125 Penalty: 3861.511230
	Iteration 54Q: 3 clusters Score -237299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -237300.421875 Penalty: 3861.511230
	Iteration 55Q: 3 clusters Score -237300.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -237300.421875 Penalty: 3861.511230
	Iteration 56F: 3 clusters Score -237300.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (193251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193251 members 
Entering Unmasked Estep 
Score: -20165992.000000 Penalty: 3018.592773
	Iteration 0F: 2 clusters Score -2.016599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -20041696.000000 Penalty: 6037.185547
	Iteration 0F: 3 clusters Score -2.00417e+07 nChanged 93037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -20096114.000000 Penalty: 6037.185547
	Iteration 1F: 3 clusters Score -2.009611e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101186 members 
Mstep: Class 2 contains 92065 members 
Entering Unmasked Estep 
Score: -20097310.000000 Penalty: 6037.185547
	Iteration 2Q: 3 clusters Score -2.009731e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103671 members 
Mstep: Class 2 contains 89580 members 
Entering Unmasked Estep 
Score: -20098818.000000 Penalty: 6037.185547
	Iteration 3Q: 3 clusters Score -2.009882e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 85729 members 
Entering Unmasked Estep 
Score: -20101214.000000 Penalty: 6037.185547
	Iteration 4Q: 3 clusters Score -2.010121e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113181 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -20105320.000000 Penalty: 6037.185547
	Iteration 5Q: 3 clusters Score -2.010532e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121193 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -20111426.000000 Penalty: 6037.185547
	Iteration 6F: 3 clusters Score -2.011143e+07 nChanged 13083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131690 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -20120078.000000 Penalty: 6037.185547
	Iteration 7F: 3 clusters Score -2.012008e+07 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143396 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -20130598.000000 Penalty: 6037.185547
	Iteration 8F: 3 clusters Score -2.01306e+07 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -20140516.000000 Penalty: 6037.185547
	Iteration 9F: 3 clusters Score -2.014052e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -20147960.000000 Penalty: 6037.185547
	Iteration 10Q: 3 clusters Score -2.014796e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167102 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -20152370.000000 Penalty: 6037.185547
	Iteration 11Q: 3 clusters Score -2.015237e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -20154762.000000 Penalty: 6037.185547
	Iteration 12Q: 3 clusters Score -2.015476e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174253 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -20156418.000000 Penalty: 6037.185547
	Iteration 13Q: 3 clusters Score -2.015642e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176977 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -20157986.000000 Penalty: 6037.185547
	Iteration 14Q: 3 clusters Score -2.015799e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179347 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -20159216.000000 Penalty: 6037.185547
	Iteration 15Q: 3 clusters Score -2.015922e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181294 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -20160204.000000 Penalty: 6037.185547
	Iteration 16Q: 3 clusters Score -2.01602e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182918 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -20161058.000000 Penalty: 6037.185547
	Iteration 17Q: 3 clusters Score -2.016106e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184244 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -20161890.000000 Penalty: 6037.185547
	Iteration 18Q: 3 clusters Score -2.016189e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185289 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -20162554.000000 Penalty: 6037.185547
	Iteration 19Q: 3 clusters Score -2.016255e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186115 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -20163202.000000 Penalty: 6037.185547
	Iteration 20F: 3 clusters Score -2.01632e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186751 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -20163636.000000 Penalty: 6037.185547
	Iteration 21Q: 3 clusters Score -2.016364e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187181 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -20163954.000000 Penalty: 6037.185547
	Iteration 22Q: 3 clusters Score -2.016395e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -20164136.000000 Penalty: 6037.185547
	Iteration 23Q: 3 clusters Score -2.016414e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187734 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -20164350.000000 Penalty: 6037.185547
	Iteration 24Q: 3 clusters Score -2.016435e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187936 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -20164390.000000 Penalty: 6037.185547
	Iteration 25Q: 3 clusters Score -2.016439e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188087 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -20164530.000000 Penalty: 6037.185547
	Iteration 26Q: 3 clusters Score -2.016453e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188197 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -20164646.000000 Penalty: 6037.185547
	Iteration 27Q: 3 clusters Score -2.016465e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188298 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -20164712.000000 Penalty: 6037.185547
	Iteration 28Q: 3 clusters Score -2.016471e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188347 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -20164708.000000 Penalty: 6037.185547
	Iteration 29Q: 3 clusters Score -2.016471e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188399 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -20164766.000000 Penalty: 6037.185547
	Iteration 30Q: 3 clusters Score -2.016477e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188444 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -20164816.000000 Penalty: 6037.185547
	Iteration 31Q: 3 clusters Score -2.016482e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188484 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -20164808.000000 Penalty: 6037.185547
	Iteration 32Q: 3 clusters Score -2.016481e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188508 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -20164814.000000 Penalty: 6037.185547
	Iteration 33Q: 3 clusters Score -2.016481e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188535 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -20164830.000000 Penalty: 6037.185547
	Iteration 34Q: 3 clusters Score -2.016483e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188544 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -20164834.000000 Penalty: 6037.185547
	Iteration 35Q: 3 clusters Score -2.016483e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188545 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -20164848.000000 Penalty: 6037.185547
	Iteration 36Q: 3 clusters Score -2.016485e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188551 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -20164856.000000 Penalty: 6037.185547
	Iteration 37Q: 3 clusters Score -2.016486e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188566 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -20164862.000000 Penalty: 6037.185547
	Iteration 38Q: 3 clusters Score -2.016486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188574 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -20164878.000000 Penalty: 6037.185547
	Iteration 39Q: 3 clusters Score -2.016488e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188584 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -20164904.000000 Penalty: 6037.185547
	Iteration 40F: 3 clusters Score -2.01649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188588 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -20164888.000000 Penalty: 6037.185547
	Iteration 41Q: 3 clusters Score -2.016489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188590 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -20164888.000000 Penalty: 6037.185547
	Iteration 42Q: 3 clusters Score -2.016489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188593 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -20164890.000000 Penalty: 6037.185547
	Iteration 43Q: 3 clusters Score -2.016489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188595 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -20164880.000000 Penalty: 6037.185547
	Iteration 44Q: 3 clusters Score -2.016488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188599 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -20164888.000000 Penalty: 6037.185547
	Iteration 45Q: 3 clusters Score -2.016489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188601 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -20164886.000000 Penalty: 6037.185547
	Iteration 46Q: 3 clusters Score -2.016489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188608 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -20164904.000000 Penalty: 6037.185547
	Iteration 47Q: 3 clusters Score -2.01649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188619 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -20164896.000000 Penalty: 6037.185547
	Iteration 48Q: 3 clusters Score -2.01649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -20164906.000000 Penalty: 6037.185547
	Iteration 49Q: 3 clusters Score -2.016491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188626 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -20164918.000000 Penalty: 6037.185547
	Iteration 50Q: 3 clusters Score -2.016492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188627 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -20164912.000000 Penalty: 6037.185547
	Iteration 51Q: 3 clusters Score -2.016491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188627 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -20164914.000000 Penalty: 6037.185547
	Iteration 52Q: 3 clusters Score -2.016491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188628 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -20164906.000000 Penalty: 6037.185547
	Iteration 53Q: 3 clusters Score -2.016491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188629 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -20164902.000000 Penalty: 6037.185547
	Iteration 54Q: 3 clusters Score -2.01649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188632 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -20164876.000000 Penalty: 6037.185547
	Iteration 55Q: 3 clusters Score -2.016488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188635 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -20164902.000000 Penalty: 6037.185547
	Iteration 56Q: 3 clusters Score -2.01649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188638 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -20164912.000000 Penalty: 6037.185547
	Iteration 57Q: 3 clusters Score -2.016491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188638 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -20164912.000000 Penalty: 6037.185547
	Iteration 58F: 3 clusters Score -2.016491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Entering Unmasked Estep 
Score: -1688197.125000 Penalty: 2396.315186
	Iteration 0F: 2 clusters Score -1688197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1676822.875000 Penalty: 4792.630371
	Iteration 0F: 3 clusters Score -1676823 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1680535.250000 Penalty: 4792.630371
	Iteration 1F: 3 clusters Score -1680535 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1680930.125000 Penalty: 4792.630371
	Iteration 2F: 3 clusters Score -1680930 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1681291.000000 Penalty: 4792.630371
	Iteration 3Q: 3 clusters Score -1681291 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1681617.000000 Penalty: 4792.630371
	Iteration 4Q: 3 clusters Score -1681617 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1681942.875000 Penalty: 4792.630371
	Iteration 5Q: 3 clusters Score -1681943 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1682276.500000 Penalty: 4792.630371
	Iteration 6Q: 3 clusters Score -1682276 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1682711.125000 Penalty: 4792.630371
	Iteration 7Q: 3 clusters Score -1682711 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1683231.125000 Penalty: 4792.630371
	Iteration 8Q: 3 clusters Score -1683231 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1683850.750000 Penalty: 4792.630371
	Iteration 9F: 3 clusters Score -1683851 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1684481.125000 Penalty: 4792.630371
	Iteration 10F: 3 clusters Score -1684481 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1685076.750000 Penalty: 4792.630371
	Iteration 11Q: 3 clusters Score -1685077 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1685545.750000 Penalty: 4792.630371
	Iteration 12Q: 3 clusters Score -1685546 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1685919.625000 Penalty: 4792.630371
	Iteration 13Q: 3 clusters Score -1685920 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1686242.250000 Penalty: 4792.630371
	Iteration 14Q: 3 clusters Score -1686242 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1686470.875000 Penalty: 4792.630371
	Iteration 15Q: 3 clusters Score -1686471 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1686633.500000 Penalty: 4792.630371
	Iteration 16Q: 3 clusters Score -1686634 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1686758.750000 Penalty: 4792.630371
	Iteration 17Q: 3 clusters Score -1686759 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1686856.125000 Penalty: 4792.630371
	Iteration 18Q: 3 clusters Score -1686856 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1686942.375000 Penalty: 4792.630371
	Iteration 19Q: 3 clusters Score -1686942 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1687038.000000 Penalty: 4792.630371
	Iteration 20F: 3 clusters Score -1687038 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1687107.250000 Penalty: 4792.630371
	Iteration 21Q: 3 clusters Score -1687107 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1687162.125000 Penalty: 4792.630371
	Iteration 22Q: 3 clusters Score -1687162 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1687201.000000 Penalty: 4792.630371
	Iteration 23Q: 3 clusters Score -1687201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1687237.000000 Penalty: 4792.630371
	Iteration 24Q: 3 clusters Score -1687237 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1687254.500000 Penalty: 4792.630371
	Iteration 25Q: 3 clusters Score -1687254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1687267.750000 Penalty: 4792.630371
	Iteration 26Q: 3 clusters Score -1687268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1687275.375000 Penalty: 4792.630371
	Iteration 27Q: 3 clusters Score -1687275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1687285.375000 Penalty: 4792.630371
	Iteration 28Q: 3 clusters Score -1687285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1687288.625000 Penalty: 4792.630371
	Iteration 29Q: 3 clusters Score -1687289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1687292.875000 Penalty: 4792.630371
	Iteration 30Q: 3 clusters Score -1687293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1687288.125000 Penalty: 4792.630371
	Iteration 31Q: 3 clusters Score -1687288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1687292.375000 Penalty: 4792.630371
	Iteration 32Q: 3 clusters Score -1687292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1687293.375000 Penalty: 4792.630371
	Iteration 33Q: 3 clusters Score -1687293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1687293.000000 Penalty: 4792.630371
	Iteration 34Q: 3 clusters Score -1687293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1687295.750000 Penalty: 4792.630371
	Iteration 35Q: 3 clusters Score -1687296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1687300.000000 Penalty: 4792.630371
	Iteration 36Q: 3 clusters Score -1687300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1687298.250000 Penalty: 4792.630371
	Iteration 37Q: 3 clusters Score -1687298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1687300.375000 Penalty: 4792.630371
	Iteration 38Q: 3 clusters Score -1687300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1687299.875000 Penalty: 4792.630371
	Iteration 39Q: 3 clusters Score -1687300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1687299.750000 Penalty: 4792.630371
	Iteration 40F: 3 clusters Score -1687300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Entering Unmasked Estep 
Score: -4643283.000000 Penalty: 2660.906006
	Iteration 0F: 2 clusters Score -4643283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -4612476.500000 Penalty: 5321.812012
	Iteration 0F: 3 clusters Score -4612476 nChanged 20999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4623898.000000 Penalty: 5321.812012
	Iteration 1F: 3 clusters Score -4623898 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4624490.000000 Penalty: 5321.812012
	Iteration 2Q: 3 clusters Score -4624490 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4625083.000000 Penalty: 5321.812012
	Iteration 3Q: 3 clusters Score -4625083 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -4625947.000000 Penalty: 5321.812012
	Iteration 4Q: 3 clusters Score -4625947 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4627180.000000 Penalty: 5321.812012
	Iteration 5Q: 3 clusters Score -4627180 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4628872.000000 Penalty: 5321.812012
	Iteration 6F: 3 clusters Score -4628872 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4630809.500000 Penalty: 5321.812012
	Iteration 7F: 3 clusters Score -4630810 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4632763.000000 Penalty: 5321.812012
	Iteration 8F: 3 clusters Score -4632763 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -4634496.500000 Penalty: 5321.812012
	Iteration 9F: 3 clusters Score -4634496 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -4635700.500000 Penalty: 5321.812012
	Iteration 10F: 3 clusters Score -4635700 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4636494.000000 Penalty: 5321.812012
	Iteration 11Q: 3 clusters Score -4636494 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -4636970.000000 Penalty: 5321.812012
	Iteration 12Q: 3 clusters Score -4636970 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4637289.000000 Penalty: 5321.812012
	Iteration 13Q: 3 clusters Score -4637289 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -4637478.500000 Penalty: 5321.812012
	Iteration 14Q: 3 clusters Score -4637478 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -4637623.500000 Penalty: 5321.812012
	Iteration 15Q: 3 clusters Score -4637624 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -4637719.500000 Penalty: 5321.812012
	Iteration 16Q: 3 clusters Score -4637720 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4637842 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -4637957.500000 Penalty: 5321.812012
	Iteration 18Q: 3 clusters Score -4637958 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4638074.500000 Penalty: 5321.812012
	Iteration 19Q: 3 clusters Score -4638074 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -4638146.000000 Penalty: 5321.812012
	Iteration 20F: 3 clusters Score -4638146 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -4638279.500000 Penalty: 5321.812012
	Iteration 21Q: 3 clusters Score -4638280 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -4638400.000000 Penalty: 5321.812012
	Iteration 22Q: 3 clusters Score -4638400 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4638516.000000 Penalty: 5321.812012
	Iteration 23Q: 3 clusters Score -4638516 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -4638626.500000 Penalty: 5321.812012
	Iteration 24Q: 3 clusters Score -4638626 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -4638771.500000 Penalty: 5321.812012
	Iteration 25Q: 3 clusters Score -4638772 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4638897.500000 Penalty: 5321.812012
	Iteration 26Q: 3 clusters Score -4638898 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -4639020.000000 Penalty: 5321.812012
	Iteration 27Q: 3 clusters Score -4639020 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4639104.500000 Penalty: 5321.812012
	Iteration 28Q: 3 clusters Score -4639104 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4639208.000000 Penalty: 5321.812012
	Iteration 29Q: 3 clusters Score -4639208 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4639330.000000 Penalty: 5321.812012
	Iteration 30Q: 3 clusters Score -4639330 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4639489.000000 Penalty: 5321.812012
	Iteration 31Q: 3 clusters Score -4639489 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4639633.000000 Penalty: 5321.812012
	Iteration 32Q: 3 clusters Score -4639633 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -4639727.500000 Penalty: 5321.812012
	Iteration 33Q: 3 clusters Score -4639728 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4639860.000000 Penalty: 5321.812012
	Iteration 34Q: 3 clusters Score -4639860 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4639951.500000 Penalty: 5321.812012
	Iteration 35Q: 3 clusters Score -4639952 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -4640041.500000 Penalty: 5321.812012
	Iteration 36Q: 3 clusters Score -4640042 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -4640114.500000 Penalty: 5321.812012
	Iteration 37Q: 3 clusters Score -4640114 nChanged 369
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -4640195.000000 Penalty: 5321.812012
	Iteration 38Q: 3 clusters Score -4640195 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -4640248.000000 Penalty: 5321.812012
	Iteration 39Q: 3 clusters Score -4640248 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4640301.500000 Penalty: 5321.812012
	Iteration 40F: 3 clusters Score -4640302 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -4640347.500000 Penalty: 5321.812012
	Iteration 41Q: 3 clusters Score -4640348 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4640402.000000 Penalty: 5321.812012
	Iteration 42Q: 3 clusters Score -4640402 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4640440.500000 Penalty: 5321.812012
	Iteration 43Q: 3 clusters Score -4640440 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -4640486.500000 Penalty: 5321.812012
	Iteration 44Q: 3 clusters Score -4640486 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -4640530.500000 Penalty: 5321.812012
	Iteration 45Q: 3 clusters Score -4640530 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -4640559.000000 Penalty: 5321.812012
	Iteration 46Q: 3 clusters Score -4640559 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4640616.000000 Penalty: 5321.812012
	Iteration 47Q: 3 clusters Score -4640616 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4640647.500000 Penalty: 5321.812012
	Iteration 48Q: 3 clusters Score -4640648 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -4640668.500000 Penalty: 5321.812012
	Iteration 49Q: 3 clusters Score -4640668 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -4640696.500000 Penalty: 5321.812012
	Iteration 50Q: 3 clusters Score -4640696 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -4640692.000000 Penalty: 5321.812012
	Iteration 51Q: 3 clusters Score -4640692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -4640728.000000 Penalty: 5321.812012
	Iteration 52Q: 3 clusters Score -4640728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4640764.500000 Penalty: 5321.812012
	Iteration 53Q: 3 clusters Score -4640764 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -4640790.000000 Penalty: 5321.812012
	Iteration 54Q: 3 clusters Score -4640790 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -4640814.000000 Penalty: 5321.812012
	Iteration 55Q: 3 clusters Score -4640814 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -4640819.000000 Penalty: 5321.812012
	Iteration 56Q: 3 clusters Score -4640819 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -4640828.000000 Penalty: 5321.812012
	Iteration 57Q: 3 clusters Score -4640828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -4640862.500000 Penalty: 5321.812012
	Iteration 58Q: 3 clusters Score -4640862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -4640873.500000 Penalty: 5321.812012
	Iteration 59Q: 3 clusters Score -4640874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -4640880.000000 Penalty: 5321.812012
	Iteration 60F: 3 clusters Score -4640880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4640891.000000 Penalty: 5321.812012
	Iteration 61Q: 3 clusters Score -4640891 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4640897.500000 Penalty: 5321.812012
	Iteration 62Q: 3 clusters Score -4640898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -4640909.000000 Penalty: 5321.812012
	Iteration 63Q: 3 clusters Score -4640909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4640928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -4640930.500000 Penalty: 5321.812012
	Iteration 65Q: 3 clusters Score -4640930 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4640940.000000 Penalty: 5321.812012
	Iteration 66Q: 3 clusters Score -4640940 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -4640961.500000 Penalty: 5321.812012
	Iteration 67Q: 3 clusters Score -4640962 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -4640971.000000 Penalty: 5321.812012
	Iteration 68Q: 3 clusters Score -4640971 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -4640993.500000 Penalty: 5321.812012
	Iteration 69Q: 3 clusters Score -4640994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -4641002.000000 Penalty: 5321.812012
	Iteration 70Q: 3 clusters Score -4641002 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -4641013.500000 Penalty: 5321.812012
	Iteration 71Q: 3 clusters Score -4641014 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4641022.500000 Penalty: 5321.812012
	Iteration 72Q: 3 clusters Score -4641022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -4641031.500000 Penalty: 5321.812012
	Iteration 73Q: 3 clusters Score -4641032 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -4641044.000000 Penalty: 5321.812012
	Iteration 74Q: 3 clusters Score -4641044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -4641049.000000 Penalty: 5321.812012
	Iteration 75Q: 3 clusters Score -4641049 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4641050.000000 Penalty: 5321.812012
	Iteration 76Q: 3 clusters Score -4641050 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4641049 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4641050 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -4641046.500000 Penalty: 5321.812012
	Iteration 79Q: 3 clusters Score -4641046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -4641057.000000 Penalty: 5321.812012
	Iteration 80F: 3 clusters Score -4641057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -4641068.500000 Penalty: 5321.812012
	Iteration 81Q: 3 clusters Score -4641068 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -4641060.500000 Penalty: 5321.812012
	Iteration 82Q: 3 clusters Score -4641060 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -4641074.500000 Penalty: 5321.812012
	Iteration 83Q: 3 clusters Score -4641074 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4641074 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -4641083.500000 Penalty: 5321.812012
	Iteration 85Q: 3 clusters Score -4641084 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4641093.000000 Penalty: 5321.812012
	Iteration 86Q: 3 clusters Score -4641093 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4425 members 
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Entering Unmasked Estep 
Score: -4641102.500000 Penalty: 5321.812012
	Iteration 87Q: 3 clusters Score -4641102 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4641100 nChanged 47
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Mstep: Class 1 contains 4340 members 
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Entering Unmasked Estep 
Score: -4641114.500000 Penalty: 5321.812012
	Iteration 89Q: 3 clusters Score -4641114 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -4641131.000000 Penalty: 5321.812012
	Iteration 90Q: 3 clusters Score -4641131 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4230 members 
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Entering Unmasked Estep 
Score: -4641125.500000 Penalty: 5321.812012
	Iteration 91Q: 3 clusters Score -4641126 nChanged 50
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Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -4641140.000000 Penalty: 5321.812012
	Iteration 92Q: 3 clusters Score -4641140 nChanged 40
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Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -4641139.500000 Penalty: 5321.812012
	Iteration 93Q: 3 clusters Score -4641140 nChanged 30
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Mstep: Class 1 contains 4130 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4641150 nChanged 25
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Mstep: Class 1 contains 4109 members 
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Entering Unmasked Estep 
Score: -4641145.500000 Penalty: 5321.812012
	Iteration 95Q: 3 clusters Score -4641146 nChanged 21
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Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4641152 nChanged 23
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Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -4641161.000000 Penalty: 5321.812012
	Iteration 97Q: 3 clusters Score -4641161 nChanged 32
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Mstep: Class 1 contains 4045 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4641161 nChanged 28
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Mstep: Class 1 contains 4023 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4641160 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -4641164.500000 Penalty: 5321.812012
	Iteration 100F: 3 clusters Score -4641164 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3981 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4641173 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4641174 nChanged 21
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Mstep: Class 1 contains 3944 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4641176 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3931 members 
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Entering Unmasked Estep 
Score: -4641182.500000 Penalty: 5321.812012
	Iteration 104Q: 3 clusters Score -4641182 nChanged 9
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Mstep: Class 1 contains 3924 members 
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Entering Unmasked Estep 
Score: -4641179.000000 Penalty: 5321.812012
	Iteration 105Q: 3 clusters Score -4641179 nChanged 7
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Mstep: Class 1 contains 3917 members 
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Entering Unmasked Estep 
Score: -4641168.000000 Penalty: 5321.812012
	Iteration 106Q: 3 clusters Score -4641168 nChanged 7
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Mstep: Class 1 contains 3910 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4641171 nChanged 10
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Mstep: Class 1 contains 3902 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4641176 nChanged 13
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Mstep: Class 1 contains 3891 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4641169 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3884 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4641175 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4641181.000000 Penalty: 5321.812012
	Iteration 111Q: 3 clusters Score -4641181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -4641171.000000 Penalty: 5321.812012
	Iteration 112Q: 3 clusters Score -4641171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -4641171.500000 Penalty: 5321.812012
	Iteration 113Q: 3 clusters Score -4641172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -4641173.000000 Penalty: 5321.812012
	Iteration 114Q: 3 clusters Score -4641173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -4641182.000000 Penalty: 5321.812012
	Iteration 115Q: 3 clusters Score -4641182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4641182.000000 Penalty: 5321.812012
	Iteration 116Q: 3 clusters Score -4641182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -4641182.000000 Penalty: 5321.812012
	Iteration 117Q: 3 clusters Score -4641182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4641185.500000 Penalty: 5321.812012
	Iteration 118Q: 3 clusters Score -4641186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -4641188.000000 Penalty: 5321.812012
	Iteration 119Q: 3 clusters Score -4641188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -4641184.000000 Penalty: 5321.812012
	Iteration 120F: 3 clusters Score -4641184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -4641183.500000 Penalty: 5321.812012
	Iteration 121Q: 3 clusters Score -4641184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -4641185.500000 Penalty: 5321.812012
	Iteration 122Q: 3 clusters Score -4641186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -4641179.000000 Penalty: 5321.812012
	Iteration 123Q: 3 clusters Score -4641179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -4641189.000000 Penalty: 5321.812012
	Iteration 124Q: 3 clusters Score -4641189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -4641184.000000 Penalty: 5321.812012
	Iteration 125Q: 3 clusters Score -4641184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4641181.000000 Penalty: 5321.812012
	Iteration 126Q: 3 clusters Score -4641181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -4641183.500000 Penalty: 5321.812012
	Iteration 127Q: 3 clusters Score -4641184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -4641180.500000 Penalty: 5321.812012
	Iteration 128Q: 3 clusters Score -4641180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -4641180.000000 Penalty: 5321.812012
	Iteration 129Q: 3 clusters Score -4641180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -4641185.000000 Penalty: 5321.812012
	Iteration 130Q: 3 clusters Score -4641185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -4641187.500000 Penalty: 5321.812012
	Iteration 131Q: 3 clusters Score -4641188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -4641187.500000 Penalty: 5321.812012
	Iteration 132Q: 3 clusters Score -4641188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -4641191.000000 Penalty: 5321.812012
	Iteration 133Q: 3 clusters Score -4641191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -4641191.000000 Penalty: 5321.812012
	Iteration 134Q: 3 clusters Score -4641191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -4641190.000000 Penalty: 5321.812012
	Iteration 135Q: 3 clusters Score -4641190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -4641183.000000 Penalty: 5321.812012
	Iteration 136Q: 3 clusters Score -4641183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -4641186.000000 Penalty: 5321.812012
	Iteration 137Q: 3 clusters Score -4641186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -4641183.500000 Penalty: 5321.812012
	Iteration 138Q: 3 clusters Score -4641184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -4641185.500000 Penalty: 5321.812012
	Iteration 139Q: 3 clusters Score -4641186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -4641189.000000 Penalty: 5321.812012
	Iteration 140F: 3 clusters Score -4641189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -4641190.000000 Penalty: 5321.812012
	Iteration 141Q: 3 clusters Score -4641190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -4641191.000000 Penalty: 5321.812012
	Iteration 142Q: 3 clusters Score -4641191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -4641189.000000 Penalty: 5321.812012
	Iteration 143Q: 3 clusters Score -4641189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -4641187.000000 Penalty: 5321.812012
	Iteration 144Q: 3 clusters Score -4641187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -4641185.000000 Penalty: 5321.812012
	Iteration 145Q: 3 clusters Score -4641185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -4641184.500000 Penalty: 5321.812012
	Iteration 146Q: 3 clusters Score -4641184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -4641184.000000 Penalty: 5321.812012
	Iteration 147Q: 3 clusters Score -4641184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -4641187.500000 Penalty: 5321.812012
	Iteration 148Q: 3 clusters Score -4641188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -4641188.500000 Penalty: 5321.812012
	Iteration 149Q: 3 clusters Score -4641188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -4641188.500000 Penalty: 5321.812012
	Iteration 150Q: 3 clusters Score -4641188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -4641182.500000 Penalty: 5321.812012
	Iteration 151Q: 3 clusters Score -4641182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -4641186.500000 Penalty: 5321.812012
	Iteration 152Q: 3 clusters Score -4641186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -4641187.500000 Penalty: 5321.812012
	Iteration 153Q: 3 clusters Score -4641188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -4641186.000000 Penalty: 5321.812012
	Iteration 154Q: 3 clusters Score -4641186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -4641194.000000 Penalty: 5321.812012
	Iteration 155Q: 3 clusters Score -4641194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -4641190.500000 Penalty: 5321.812012
	Iteration 156Q: 3 clusters Score -4641190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -4641190.000000 Penalty: 5321.812012
	Iteration 157Q: 3 clusters Score -4641190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4641191.000000 Penalty: 5321.812012
	Iteration 158Q: 3 clusters Score -4641191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -4641190.000000 Penalty: 5321.812012
	Iteration 159Q: 3 clusters Score -4641190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -4641193.000000 Penalty: 5321.812012
	Iteration 160F: 3 clusters Score -4641193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -4641190.500000 Penalty: 5321.812012
	Iteration 161Q: 3 clusters Score -4641190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -4641192.500000 Penalty: 5321.812012
	Iteration 162Q: 3 clusters Score -4641192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -4641196.000000 Penalty: 5321.812012
	Iteration 163Q: 3 clusters Score -4641196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -4641202.500000 Penalty: 5321.812012
	Iteration 164Q: 3 clusters Score -4641202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -4641201.500000 Penalty: 5321.812012
	Iteration 165Q: 3 clusters Score -4641202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4641202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -4641208.000000 Penalty: 5321.812012
	Iteration 167Q: 3 clusters Score -4641208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -4641207.500000 Penalty: 5321.812012
	Iteration 168Q: 3 clusters Score -4641208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -4641206.500000 Penalty: 5321.812012
	Iteration 169Q: 3 clusters Score -4641206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -4641204.000000 Penalty: 5321.812012
	Iteration 170Q: 3 clusters Score -4641204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4641208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -4641209.000000 Penalty: 5321.812012
	Iteration 172Q: 3 clusters Score -4641209 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
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	Iteration 173F: 3 clusters Score -4641209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21426 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2292899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2277937 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2282914 nChanged 1041
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2283262 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2283542 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2283748 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2283919.000000 Penalty: 4946.291016
	Iteration 5Q: 3 clusters Score -2283919 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -2284085 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2284267.500000 Penalty: 4946.291016
	Iteration 7Q: 3 clusters Score -2284268 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2284462.250000 Penalty: 4946.291016
	Iteration 8Q: 3 clusters Score -2284462 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2284735.750000 Penalty: 4946.291016
	Iteration 9Q: 3 clusters Score -2284736 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2285159.750000 Penalty: 4946.291016
	Iteration 10Q: 3 clusters Score -2285160 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2285777.750000 Penalty: 4946.291016
	Iteration 11Q: 3 clusters Score -2285778 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2286612.750000 Penalty: 4946.291016
	Iteration 12F: 3 clusters Score -2286613 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2287691.000000 Penalty: 4946.291016
	Iteration 13F: 3 clusters Score -2287691 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2288779.750000 Penalty: 4946.291016
	Iteration 14F: 3 clusters Score -2288780 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2289616.000000 Penalty: 4946.291016
	Iteration 15Q: 3 clusters Score -2289616 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2290154.000000 Penalty: 4946.291016
	Iteration 16Q: 3 clusters Score -2290154 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2290412.500000 Penalty: 4946.291016
	Iteration 17Q: 3 clusters Score -2290412 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2290538.250000 Penalty: 4946.291016
	Iteration 18Q: 3 clusters Score -2290538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2290596.500000 Penalty: 4946.291016
	Iteration 19Q: 3 clusters Score -2290596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2290633.000000 Penalty: 4946.291016
	Iteration 20F: 3 clusters Score -2290633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2290659.000000 Penalty: 4946.291016
	Iteration 21Q: 3 clusters Score -2290659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2290672.250000 Penalty: 4946.291016
	Iteration 22Q: 3 clusters Score -2290672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2290682.250000 Penalty: 4946.291016
	Iteration 23Q: 3 clusters Score -2290682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2290694.500000 Penalty: 4946.291016
	Iteration 24Q: 3 clusters Score -2290694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2290699.000000 Penalty: 4946.291016
	Iteration 25Q: 3 clusters Score -2290699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2290703.250000 Penalty: 4946.291016
	Iteration 26Q: 3 clusters Score -2290703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2290704.500000 Penalty: 4946.291016
	Iteration 27Q: 3 clusters Score -2290704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2290707.500000 Penalty: 4946.291016
	Iteration 28Q: 3 clusters Score -2290708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2290707.250000 Penalty: 4946.291016
	Iteration 29Q: 3 clusters Score -2290707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2290709.250000 Penalty: 4946.291016
	Iteration 30Q: 3 clusters Score -2290709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2290713.250000 Penalty: 4946.291016
	Iteration 31Q: 3 clusters Score -2290713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2290719.500000 Penalty: 4946.291016
	Iteration 32Q: 3 clusters Score -2290720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2290717.750000 Penalty: 4946.291016
	Iteration 33Q: 3 clusters Score -2290718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2290717.750000 Penalty: 4946.291016
	Iteration 34F: 3 clusters Score -2290718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Entering Unmasked Estep 
Score: -853417.750000 Penalty: 2225.076660
	Iteration 0F: 2 clusters Score -853417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -847065.062500 Penalty: 4450.153320
	Iteration 0F: 3 clusters Score -847065.1 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -848789.875000 Penalty: 4450.153320
	Iteration 1F: 3 clusters Score -848789.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -849019.437500 Penalty: 4450.153320
	Iteration 2F: 3 clusters Score -849019.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -849158.250000 Penalty: 4450.153320
	Iteration 3Q: 3 clusters Score -849158.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -849251.562500 Penalty: 4450.153320
	Iteration 4Q: 3 clusters Score -849251.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -849328.125000 Penalty: 4450.153320
	Iteration 5Q: 3 clusters Score -849328.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -849396.375000 Penalty: 4450.153320
	Iteration 6Q: 3 clusters Score -849396.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -849454.000000 Penalty: 4450.153320
	Iteration 7Q: 3 clusters Score -849454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -849508.125000 Penalty: 4450.153320
	Iteration 8Q: 3 clusters Score -849508.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -849562.562500 Penalty: 4450.153320
	Iteration 9Q: 3 clusters Score -849562.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -849606.125000 Penalty: 4450.153320
	Iteration 10Q: 3 clusters Score -849606.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -849657.812500 Penalty: 4450.153320
	Iteration 11Q: 3 clusters Score -849657.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -849714.687500 Penalty: 4450.153320
	Iteration 12Q: 3 clusters Score -849714.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -849776.687500 Penalty: 4450.153320
	Iteration 13Q: 3 clusters Score -849776.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -849862.000000 Penalty: 4450.153320
	Iteration 14Q: 3 clusters Score -849862 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -849962.812500 Penalty: 4450.153320
	Iteration 15Q: 3 clusters Score -849962.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -850081.875000 Penalty: 4450.153320
	Iteration 16Q: 3 clusters Score -850081.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -850210.062500 Penalty: 4450.153320
	Iteration 17Q: 3 clusters Score -850210.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -850361.187500 Penalty: 4450.153320
	Iteration 18Q: 3 clusters Score -850361.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -850509.187500 Penalty: 4450.153320
	Iteration 19Q: 3 clusters Score -850509.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -850671.000000 Penalty: 4450.153320
	Iteration 20F: 3 clusters Score -850671 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -850834.000000 Penalty: 4450.153320
	Iteration 21Q: 3 clusters Score -850834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -850946.187500 Penalty: 4450.153320
	Iteration 22Q: 3 clusters Score -850946.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -851050.812500 Penalty: 4450.153320
	Iteration 23Q: 3 clusters Score -851050.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -851135.000000 Penalty: 4450.153320
	Iteration 24Q: 3 clusters Score -851135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -851204.062500 Penalty: 4450.153320
	Iteration 25Q: 3 clusters Score -851204.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -851250.875000 Penalty: 4450.153320
	Iteration 26Q: 3 clusters Score -851250.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -851287.500000 Penalty: 4450.153320
	Iteration 27Q: 3 clusters Score -851287.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -851312.062500 Penalty: 4450.153320
	Iteration 28Q: 3 clusters Score -851312.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -851341.750000 Penalty: 4450.153320
	Iteration 29Q: 3 clusters Score -851341.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -851364.750000 Penalty: 4450.153320
	Iteration 30Q: 3 clusters Score -851364.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -851388.812500 Penalty: 4450.153320
	Iteration 31Q: 3 clusters Score -851388.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -851414.625000 Penalty: 4450.153320
	Iteration 32Q: 3 clusters Score -851414.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -851434.750000 Penalty: 4450.153320
	Iteration 33Q: 3 clusters Score -851434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -851447.625000 Penalty: 4450.153320
	Iteration 34Q: 3 clusters Score -851447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -851455.687500 Penalty: 4450.153320
	Iteration 35Q: 3 clusters Score -851455.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -851459.125000 Penalty: 4450.153320
	Iteration 36Q: 3 clusters Score -851459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -851463.312500 Penalty: 4450.153320
	Iteration 37Q: 3 clusters Score -851463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -851471.375000 Penalty: 4450.153320
	Iteration 38Q: 3 clusters Score -851471.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -851475.875000 Penalty: 4450.153320
	Iteration 39Q: 3 clusters Score -851475.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -851484.625000 Penalty: 4450.153320
	Iteration 40F: 3 clusters Score -851484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -851489.000000 Penalty: 4450.153320
	Iteration 41Q: 3 clusters Score -851489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -851492.062500 Penalty: 4450.153320
	Iteration 42Q: 3 clusters Score -851492.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -851494.812500 Penalty: 4450.153320
	Iteration 43Q: 3 clusters Score -851494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -851496.437500 Penalty: 4450.153320
	Iteration 44Q: 3 clusters Score -851496.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -851499.375000 Penalty: 4450.153320
	Iteration 45Q: 3 clusters Score -851499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -851501.875000 Penalty: 4450.153320
	Iteration 46Q: 3 clusters Score -851501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -851504.625000 Penalty: 4450.153320
	Iteration 47Q: 3 clusters Score -851504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -851506.562500 Penalty: 4450.153320
	Iteration 48Q: 3 clusters Score -851506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -851508.250000 Penalty: 4450.153320
	Iteration 49Q: 3 clusters Score -851508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -851511.875000 Penalty: 4450.153320
	Iteration 50Q: 3 clusters Score -851511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -851517.875000 Penalty: 4450.153320
	Iteration 51Q: 3 clusters Score -851517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -851521.875000 Penalty: 4450.153320
	Iteration 52Q: 3 clusters Score -851521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -851525.625000 Penalty: 4450.153320
	Iteration 53Q: 3 clusters Score -851525.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -851528.312500 Penalty: 4450.153320
	Iteration 54Q: 3 clusters Score -851528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -851529.562500 Penalty: 4450.153320
	Iteration 55Q: 3 clusters Score -851529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -851531.625000 Penalty: 4450.153320
	Iteration 56Q: 3 clusters Score -851531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -851531.625000 Penalty: 4450.153320
	Iteration 57F: 3 clusters Score -851531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1568212.250000 Penalty: 2387.694336
	Iteration 0F: 2 clusters Score -1568212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1557254.000000 Penalty: 4775.388672
	Iteration 0F: 3 clusters Score -1557254 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1560671.000000 Penalty: 4775.388672
	Iteration 1F: 3 clusters Score -1560671 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1561081.750000 Penalty: 4775.388672
	Iteration 2F: 3 clusters Score -1561082 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1561427.750000 Penalty: 4775.388672
	Iteration 3F: 3 clusters Score -1561428 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1561744.875000 Penalty: 4775.388672
	Iteration 4Q: 3 clusters Score -1561745 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1562030.500000 Penalty: 4775.388672
	Iteration 5Q: 3 clusters Score -1562030 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1562346.125000 Penalty: 4775.388672
	Iteration 6Q: 3 clusters Score -1562346 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1562690.125000 Penalty: 4775.388672
	Iteration 7Q: 3 clusters Score -1562690 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1563103.375000 Penalty: 4775.388672
	Iteration 8Q: 3 clusters Score -1563103 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1563587.250000 Penalty: 4775.388672
	Iteration 9F: 3 clusters Score -1563587 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1564172.875000 Penalty: 4775.388672
	Iteration 10F: 3 clusters Score -1564173 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1564814.875000 Penalty: 4775.388672
	Iteration 11F: 3 clusters Score -1564815 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1565449.125000 Penalty: 4775.388672
	Iteration 12F: 3 clusters Score -1565449 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1565966.750000 Penalty: 4775.388672
	Iteration 13Q: 3 clusters Score -1565967 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1566314.000000 Penalty: 4775.388672
	Iteration 14Q: 3 clusters Score -1566314 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1566525.625000 Penalty: 4775.388672
	Iteration 15Q: 3 clusters Score -1566526 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1566656.875000 Penalty: 4775.388672
	Iteration 16Q: 3 clusters Score -1566657 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1566743.500000 Penalty: 4775.388672
	Iteration 17Q: 3 clusters Score -1566744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1566803.500000 Penalty: 4775.388672
	Iteration 18Q: 3 clusters Score -1566804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1566847.875000 Penalty: 4775.388672
	Iteration 19Q: 3 clusters Score -1566848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1566886.125000 Penalty: 4775.388672
	Iteration 20F: 3 clusters Score -1566886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1566912.375000 Penalty: 4775.388672
	Iteration 21Q: 3 clusters Score -1566912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1566928.375000 Penalty: 4775.388672
	Iteration 22Q: 3 clusters Score -1566928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1566943.875000 Penalty: 4775.388672
	Iteration 23Q: 3 clusters Score -1566944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1566954.500000 Penalty: 4775.388672
	Iteration 24Q: 3 clusters Score -1566954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1566965.250000 Penalty: 4775.388672
	Iteration 25Q: 3 clusters Score -1566965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1566969.000000 Penalty: 4775.388672
	Iteration 26Q: 3 clusters Score -1566969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1566980.500000 Penalty: 4775.388672
	Iteration 27Q: 3 clusters Score -1566980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1566985.500000 Penalty: 4775.388672
	Iteration 28Q: 3 clusters Score -1566986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1566990.500000 Penalty: 4775.388672
	Iteration 29Q: 3 clusters Score -1566990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1566992.250000 Penalty: 4775.388672
	Iteration 30Q: 3 clusters Score -1566992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1566991.750000 Penalty: 4775.388672
	Iteration 31Q: 3 clusters Score -1566992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1566995.500000 Penalty: 4775.388672
	Iteration 32Q: 3 clusters Score -1566996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1566998.250000 Penalty: 4775.388672
	Iteration 33Q: 3 clusters Score -1566998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1567000.500000 Penalty: 4775.388672
	Iteration 34Q: 3 clusters Score -1567000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1567004.125000 Penalty: 4775.388672
	Iteration 35Q: 3 clusters Score -1567004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1567003.375000 Penalty: 4775.388672
	Iteration 36Q: 3 clusters Score -1567003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1567006.500000 Penalty: 4775.388672
	Iteration 37Q: 3 clusters Score -1567006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1567008.000000 Penalty: 4775.388672
	Iteration 38Q: 3 clusters Score -1567008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1567007.750000 Penalty: 4775.388672
	Iteration 39Q: 3 clusters Score -1567008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1567009.250000 Penalty: 4775.388672
	Iteration 40F: 3 clusters Score -1567009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1567007.250000 Penalty: 4775.388672
	Iteration 41Q: 3 clusters Score -1567007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1567010.125000 Penalty: 4775.388672
	Iteration 42Q: 3 clusters Score -1567010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1567009.250000 Penalty: 4775.388672
	Iteration 43Q: 3 clusters Score -1567009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1567012.250000 Penalty: 4775.388672
	Iteration 44Q: 3 clusters Score -1567012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1567009.125000 Penalty: 4775.388672
	Iteration 45Q: 3 clusters Score -1567009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1567009.375000 Penalty: 4775.388672
	Iteration 46Q: 3 clusters Score -1567009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1567009.375000 Penalty: 4775.388672
	Iteration 47F: 3 clusters Score -1567009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 3 contains 2736 members 
Mstep: Class 6 contains 19963 members 
Mstep: Class 7 contains 138574 members 
Mstep: Class 8 contains 216377 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 193251 members 
Mstep: Class 13 contains 15718 members 
Mstep: Class 14 contains 45682 members 
Mstep: Class 17 contains 21426 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 23 contains 15181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053504.000000 Penalty: 43306.667969
Iteration 39Q: 14 clusters Score -7.00535e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 2626 members 
Mstep: Class 6 contains 20050 members 
Mstep: Class 7 contains 139490 members 
Mstep: Class 8 contains 216224 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 192371 members 
Mstep: Class 13 contains 15596 members 
Mstep: Class 14 contains 45791 members 
Mstep: Class 17 contains 21725 members 
Mstep: Class 19 contains 7759 members 
Mstep: Class 23 contains 15099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3327.695801 but Gain 3331.281250
Score: -70053736.000000 Penalty: 39975.386719
Iteration 40F: 13 clusters Score -7.005374e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 141055 members 
Mstep: Class 8 contains 217055 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 191976 members 
Mstep: Class 13 contains 15450 members 
Mstep: Class 14 contains 45868 members 
Mstep: Class 17 contains 22336 members 
Mstep: Class 19 contains 7702 members 
Mstep: Class 23 contains 15026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057032.000000 Penalty: 39975.386719
Iteration 41Q: 13 clusters Score -7.005703e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20251 members 
Mstep: Class 7 contains 142211 members 
Mstep: Class 8 contains 216791 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 190772 members 
Mstep: Class 13 contains 15333 members 
Mstep: Class 14 contains 45835 members 
Mstep: Class 17 contains 22652 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 23 contains 14977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057152.000000 Penalty: 39975.386719
Iteration 42Q: 13 clusters Score -7.005715e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20354 members 
Mstep: Class 7 contains 143443 members 
Mstep: Class 8 contains 216522 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 189558 members 
Mstep: Class 13 contains 15225 members 
Mstep: Class 14 contains 45812 members 
Mstep: Class 17 contains 22928 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 23 contains 14928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057656.000000 Penalty: 39975.386719
Iteration 43Q: 13 clusters Score -7.005766e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20457 members 
Mstep: Class 7 contains 144777 members 
Mstep: Class 8 contains 216173 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 188335 members 
Mstep: Class 13 contains 15128 members 
Mstep: Class 14 contains 45795 members 
Mstep: Class 17 contains 23181 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 23 contains 14870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058072.000000 Penalty: 39975.386719
Iteration 44Q: 13 clusters Score -7.005807e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20561 members 
Mstep: Class 7 contains 146227 members 
Mstep: Class 8 contains 215748 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 187111 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 45795 members 
Mstep: Class 17 contains 23401 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 23 contains 14826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058336.000000 Penalty: 39975.386719
Iteration 45Q: 13 clusters Score -7.005834e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20662 members 
Mstep: Class 7 contains 147629 members 
Mstep: Class 8 contains 215325 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 185981 members 
Mstep: Class 13 contains 14866 members 
Mstep: Class 14 contains 45803 members 
Mstep: Class 17 contains 23594 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 23 contains 14781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058704.000000 Penalty: 39975.386719
Iteration 46Q: 13 clusters Score -7.00587e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20758 members 
Mstep: Class 7 contains 149120 members 
Mstep: Class 8 contains 214901 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 184802 members 
Mstep: Class 13 contains 14730 members 
Mstep: Class 14 contains 45805 members 
Mstep: Class 17 contains 23780 members 
Mstep: Class 19 contains 7560 members 
Mstep: Class 23 contains 14737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70058816.000000 Penalty: 39975.386719
Iteration 47Q: 13 clusters Score -7.005882e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20837 members 
Mstep: Class 7 contains 150639 members 
Mstep: Class 8 contains 214513 members 
Mstep: Class 9 contains 3002 members 
Mstep: Class 10 contains 183676 members 
Mstep: Class 13 contains 14544 members 
Mstep: Class 14 contains 45790 members 
Mstep: Class 17 contains 23934 members 
Mstep: Class 19 contains 7534 members 
Mstep: Class 23 contains 14690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059152.000000 Penalty: 39975.386719
Iteration 48Q: 13 clusters Score -7.005915e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20914 members 
Mstep: Class 7 contains 152187 members 
Mstep: Class 8 contains 214158 members 
Mstep: Class 9 contains 3023 members 
Mstep: Class 10 contains 182463 members 
Mstep: Class 13 contains 14362 members 
Mstep: Class 14 contains 45787 members 
Mstep: Class 17 contains 24099 members 
Mstep: Class 19 contains 7520 members 
Mstep: Class 23 contains 14646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059536.000000 Penalty: 39975.386719
Iteration 49Q: 13 clusters Score -7.005954e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 20990 members 
Mstep: Class 7 contains 153688 members 
Mstep: Class 8 contains 213930 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 181223 members 
Mstep: Class 13 contains 14162 members 
Mstep: Class 14 contains 45769 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 23 contains 14587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059736.000000 Penalty: 39975.386719
Iteration 50Q: 13 clusters Score -7.005974e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21066 members 
Mstep: Class 7 contains 155191 members 
Mstep: Class 8 contains 213672 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 179971 members 
Mstep: Class 13 contains 13992 members 
Mstep: Class 14 contains 45751 members 
Mstep: Class 17 contains 24397 members 
Mstep: Class 19 contains 7510 members 
Mstep: Class 23 contains 14532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060344.000000 Penalty: 39975.386719
Iteration 51Q: 13 clusters Score -7.006034e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21136 members 
Mstep: Class 7 contains 156688 members 
Mstep: Class 8 contains 213447 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 178707 members 
Mstep: Class 13 contains 13813 members 
Mstep: Class 14 contains 45747 members 
Mstep: Class 17 contains 24532 members 
Mstep: Class 19 contains 7498 members 
Mstep: Class 23 contains 14493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70060608.000000 Penalty: 39975.386719
Iteration 52Q: 13 clusters Score -7.006061e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21204 members 
Mstep: Class 7 contains 158212 members 
Mstep: Class 8 contains 213299 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 177431 members 
Mstep: Class 13 contains 13602 members 
Mstep: Class 14 contains 45733 members 
Mstep: Class 17 contains 24640 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 23 contains 14454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70061008.000000 Penalty: 39975.386719
Iteration 53Q: 13 clusters Score -7.006101e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21246 members 
Mstep: Class 7 contains 159752 members 
Mstep: Class 8 contains 213235 members 
Mstep: Class 9 contains 3136 members 
Mstep: Class 10 contains 176124 members 
Mstep: Class 13 contains 13377 members 
Mstep: Class 14 contains 45681 members 
Mstep: Class 17 contains 24720 members 
Mstep: Class 19 contains 7462 members 
Mstep: Class 23 contains 14425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70061392.000000 Penalty: 39975.386719
Iteration 54Q: 13 clusters Score -7.006139e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21282 members 
Mstep: Class 7 contains 161295 members 
Mstep: Class 8 contains 213164 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 174825 members 
Mstep: Class 13 contains 13155 members 
Mstep: Class 14 contains 45633 members 
Mstep: Class 17 contains 24803 members 
Mstep: Class 19 contains 7451 members 
Mstep: Class 23 contains 14390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70061696.000000 Penalty: 39975.386719
Iteration 55Q: 13 clusters Score -7.00617e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21310 members 
Mstep: Class 7 contains 162828 members 
Mstep: Class 8 contains 213123 members 
Mstep: Class 9 contains 3176 members 
Mstep: Class 10 contains 173554 members 
Mstep: Class 13 contains 12911 members 
Mstep: Class 14 contains 45591 members 
Mstep: Class 17 contains 24895 members 
Mstep: Class 19 contains 7415 members 
Mstep: Class 23 contains 14354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70062016.000000 Penalty: 39975.386719
Iteration 56Q: 13 clusters Score -7.006202e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21356 members 
Mstep: Class 7 contains 164320 members 
Mstep: Class 8 contains 213132 members 
Mstep: Class 9 contains 3192 members 
Mstep: Class 10 contains 172212 members 
Mstep: Class 13 contains 12690 members 
Mstep: Class 14 contains 45549 members 
Mstep: Class 17 contains 24994 members 
Mstep: Class 19 contains 7401 members 
Mstep: Class 23 contains 14311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70062216.000000 Penalty: 39975.386719
Iteration 57Q: 13 clusters Score -7.006222e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21398 members 
Mstep: Class 7 contains 165818 members 
Mstep: Class 8 contains 213133 members 
Mstep: Class 9 contains 3215 members 
Mstep: Class 10 contains 170870 members 
Mstep: Class 13 contains 12478 members 
Mstep: Class 14 contains 45502 members 
Mstep: Class 17 contains 25084 members 
Mstep: Class 19 contains 7384 members 
Mstep: Class 23 contains 14275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70062480.000000 Penalty: 39975.386719
Iteration 58Q: 13 clusters Score -7.006248e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21435 members 
Mstep: Class 7 contains 167198 members 
Mstep: Class 8 contains 213195 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 169618 members 
Mstep: Class 13 contains 12232 members 
Mstep: Class 14 contains 45461 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 19 contains 7358 members 
Mstep: Class 23 contains 14244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70062680.000000 Penalty: 39975.386719
Iteration 59Q: 13 clusters Score -7.006268e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21456 members 
Mstep: Class 7 contains 168496 members 
Mstep: Class 8 contains 213309 members 
Mstep: Class 9 contains 3264 members 
Mstep: Class 10 contains 168405 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 45428 members 
Mstep: Class 17 contains 25264 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 23 contains 14210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063008.000000 Penalty: 39975.386719
Iteration 60F: 13 clusters Score -7.006301e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21467 members 
Mstep: Class 7 contains 169794 members 
Mstep: Class 8 contains 213333 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 167246 members 
Mstep: Class 13 contains 11743 members 
Mstep: Class 14 contains 45418 members 
Mstep: Class 17 contains 25364 members 
Mstep: Class 19 contains 7322 members 
Mstep: Class 23 contains 14183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063224.000000 Penalty: 39975.386719
Iteration 61Q: 13 clusters Score -7.006322e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21475 members 
Mstep: Class 7 contains 170962 members 
Mstep: Class 8 contains 213361 members 
Mstep: Class 9 contains 3304 members 
Mstep: Class 10 contains 166246 members 
Mstep: Class 13 contains 11502 members 
Mstep: Class 14 contains 45405 members 
Mstep: Class 17 contains 25455 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 23 contains 14152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063272.000000 Penalty: 39975.386719
Iteration 62Q: 13 clusters Score -7.006327e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21497 members 
Mstep: Class 7 contains 172044 members 
Mstep: Class 8 contains 213340 members 
Mstep: Class 9 contains 3323 members 
Mstep: Class 10 contains 165348 members 
Mstep: Class 13 contains 11274 members 
Mstep: Class 14 contains 45386 members 
Mstep: Class 17 contains 25538 members 
Mstep: Class 19 contains 7282 members 
Mstep: Class 23 contains 14124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063256.000000 Penalty: 39975.386719
Iteration 63Q: 13 clusters Score -7.006326e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21533 members 
Mstep: Class 7 contains 173080 members 
Mstep: Class 8 contains 213295 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 164510 members 
Mstep: Class 13 contains 11063 members 
Mstep: Class 14 contains 45374 members 
Mstep: Class 17 contains 25607 members 
Mstep: Class 19 contains 7260 members 
Mstep: Class 23 contains 14094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063600.000000 Penalty: 39975.386719
Iteration 64Q: 13 clusters Score -7.00636e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21568 members 
Mstep: Class 7 contains 174033 members 
Mstep: Class 8 contains 213276 members 
Mstep: Class 9 contains 3355 members 
Mstep: Class 10 contains 163724 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 45379 members 
Mstep: Class 17 contains 25663 members 
Mstep: Class 19 contains 7255 members 
Mstep: Class 23 contains 14063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063936.000000 Penalty: 39975.386719
Iteration 65Q: 13 clusters Score -7.006394e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21596 members 
Mstep: Class 7 contains 174919 members 
Mstep: Class 8 contains 213296 members 
Mstep: Class 9 contains 3366 members 
Mstep: Class 10 contains 162958 members 
Mstep: Class 13 contains 10658 members 
Mstep: Class 14 contains 45388 members 
Mstep: Class 17 contains 25707 members 
Mstep: Class 19 contains 7231 members 
Mstep: Class 23 contains 14037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70063920.000000 Penalty: 39975.386719
Iteration 66Q: 13 clusters Score -7.006392e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21621 members 
Mstep: Class 7 contains 175748 members 
Mstep: Class 8 contains 213342 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 162240 members 
Mstep: Class 13 contains 10439 members 
Mstep: Class 14 contains 45388 members 
Mstep: Class 17 contains 25752 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 23 contains 14027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064096.000000 Penalty: 39975.386719
Iteration 67Q: 13 clusters Score -7.00641e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21634 members 
Mstep: Class 7 contains 176475 members 
Mstep: Class 8 contains 213385 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 161625 members 
Mstep: Class 13 contains 10249 members 
Mstep: Class 14 contains 45392 members 
Mstep: Class 17 contains 25800 members 
Mstep: Class 19 contains 7190 members 
Mstep: Class 23 contains 14008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064040.000000 Penalty: 39975.386719
Iteration 68Q: 13 clusters Score -7.006404e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21645 members 
Mstep: Class 7 contains 177125 members 
Mstep: Class 8 contains 213442 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 161107 members 
Mstep: Class 13 contains 10046 members 
Mstep: Class 14 contains 45387 members 
Mstep: Class 17 contains 25834 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 23 contains 13993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064096.000000 Penalty: 39975.386719
Iteration 69Q: 13 clusters Score -7.00641e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21651 members 
Mstep: Class 7 contains 177681 members 
Mstep: Class 8 contains 213505 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 160613 members 
Mstep: Class 13 contains 9866 members 
Mstep: Class 14 contains 45386 members 
Mstep: Class 17 contains 25890 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 23 contains 13985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064064.000000 Penalty: 39975.386719
Iteration 70Q: 13 clusters Score -7.006406e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21683 members 
Mstep: Class 7 contains 178139 members 
Mstep: Class 8 contains 213633 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 160118 members 
Mstep: Class 13 contains 9692 members 
Mstep: Class 14 contains 45379 members 
Mstep: Class 17 contains 25952 members 
Mstep: Class 19 contains 7134 members 
Mstep: Class 23 contains 13976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064208.000000 Penalty: 39975.386719
Iteration 71Q: 13 clusters Score -7.006421e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21718 members 
Mstep: Class 7 contains 178564 members 
Mstep: Class 8 contains 213719 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 159673 members 
Mstep: Class 13 contains 9526 members 
Mstep: Class 14 contains 45398 members 
Mstep: Class 17 contains 26000 members 
Mstep: Class 19 contains 7130 members 
Mstep: Class 23 contains 13967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064512.000000 Penalty: 39975.386719
Iteration 72Q: 13 clusters Score -7.006451e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21751 members 
Mstep: Class 7 contains 178935 members 
Mstep: Class 8 contains 213830 members 
Mstep: Class 9 contains 3468 members 
Mstep: Class 10 contains 159256 members 
Mstep: Class 13 contains 9375 members 
Mstep: Class 14 contains 45416 members 
Mstep: Class 17 contains 26033 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 23 contains 13953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70064760.000000 Penalty: 39975.386719
Iteration 73Q: 13 clusters Score -7.006476e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21796 members 
Mstep: Class 7 contains 179348 members 
Mstep: Class 8 contains 213900 members 
Mstep: Class 9 contains 3477 members 
Mstep: Class 10 contains 158855 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 45435 members 
Mstep: Class 17 contains 26062 members 
Mstep: Class 19 contains 7149 members 
Mstep: Class 23 contains 13947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70065032.000000 Penalty: 39975.386719
Iteration 74Q: 13 clusters Score -7.006503e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21832 members 
Mstep: Class 7 contains 179728 members 
Mstep: Class 8 contains 213988 members 
Mstep: Class 9 contains 3482 members 
Mstep: Class 10 contains 158474 members 
Mstep: Class 13 contains 9009 members 
Mstep: Class 14 contains 45446 members 
Mstep: Class 17 contains 26099 members 
Mstep: Class 19 contains 7152 members 
Mstep: Class 23 contains 13945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70065264.000000 Penalty: 39975.386719
Iteration 75Q: 13 clusters Score -7.006526e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21856 members 
Mstep: Class 7 contains 180128 members 
Mstep: Class 8 contains 214087 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 158057 members 
Mstep: Class 13 contains 8839 members 
Mstep: Class 14 contains 45456 members 
Mstep: Class 17 contains 26144 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 23 contains 13934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70065440.000000 Penalty: 39975.386719
Iteration 76Q: 13 clusters Score -7.006544e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21883 members 
Mstep: Class 7 contains 180444 members 
Mstep: Class 8 contains 214194 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 10 contains 157667 members 
Mstep: Class 13 contains 8732 members 
Mstep: Class 14 contains 45461 members 
Mstep: Class 17 contains 26178 members 
Mstep: Class 19 contains 7172 members 
Mstep: Class 23 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70065800.000000 Penalty: 39975.386719
Iteration 77Q: 13 clusters Score -7.00658e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21905 members 
Mstep: Class 7 contains 180694 members 
Mstep: Class 8 contains 214285 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 157303 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 45473 members 
Mstep: Class 17 contains 26198 members 
Mstep: Class 19 contains 7179 members 
Mstep: Class 23 contains 13929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70066184.000000 Penalty: 39975.386719
Iteration 78Q: 13 clusters Score -7.006618e+07 nChanged 1931
Entering ConstructFrom: 
Score: -70066184.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -170117.578125 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -170117.6 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 945 members 
Entering Unmasked Estep 
Score: -167643.187500 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -167643.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -168338.328125 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -168338.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -168785.546875 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -168785.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -169091.421875 Penalty: 3744.344971
	Iteration 3F: 3 clusters Score -169091.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -169458.203125 Penalty: 3744.344971
	Iteration 4F: 3 clusters Score -169458.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169753.968750 Penalty: 3744.344971
	Iteration 5F: 3 clusters Score -169754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -169989.171875 Penalty: 3744.344971
	Iteration 6F: 3 clusters Score -169989.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -170107.015625 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -170107 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -170164.171875 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -170164.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -170202.734375 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -170202.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -170213.500000 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -170213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -170217.906250 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -170217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -170223.078125 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -170223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -170228.484375 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -170228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -170234.406250 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -170234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -170241.140625 Penalty: 3744.344971
	Iteration 15Q: 3 clusters Score -170241.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -170244.875000 Penalty: 3744.344971
	Iteration 16Q: 3 clusters Score -170244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -170249.515625 Penalty: 3744.344971
	Iteration 17Q: 3 clusters Score -170249.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -170255.468750 Penalty: 3744.344971
	Iteration 18Q: 3 clusters Score -170255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -170266.343750 Penalty: 3744.344971
	Iteration 19Q: 3 clusters Score -170266.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -170287.796875 Penalty: 3744.344971
	Iteration 20F: 3 clusters Score -170287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -170309.125000 Penalty: 3744.344971
	Iteration 21Q: 3 clusters Score -170309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -170341.187500 Penalty: 3744.344971
	Iteration 22Q: 3 clusters Score -170341.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -170386.156250 Penalty: 3744.344971
	Iteration 23Q: 3 clusters Score -170386.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -170451.453125 Penalty: 3744.344971
	Iteration 24Q: 3 clusters Score -170451.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -170493.750000 Penalty: 3744.344971
	Iteration 25Q: 3 clusters Score -170493.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -170536.390625 Penalty: 3744.344971
	Iteration 26Q: 3 clusters Score -170536.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -170581.500000 Penalty: 3744.344971
	Iteration 27Q: 3 clusters Score -170581.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -170616.296875 Penalty: 3744.344971
	Iteration 28Q: 3 clusters Score -170616.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -170638.687500 Penalty: 3744.344971
	Iteration 29Q: 3 clusters Score -170638.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -170648.421875 Penalty: 3744.344971
	Iteration 30Q: 3 clusters Score -170648.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -170654.250000 Penalty: 3744.344971
	Iteration 31Q: 3 clusters Score -170654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -170660.015625 Penalty: 3744.344971
	Iteration 32Q: 3 clusters Score -170660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -170664.000000 Penalty: 3744.344971
	Iteration 33Q: 3 clusters Score -170664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170669.125000 Penalty: 3744.344971
	Iteration 34Q: 3 clusters Score -170669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -170670.953125 Penalty: 3744.344971
	Iteration 35Q: 3 clusters Score -170671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -170673.546875 Penalty: 3744.344971
	Iteration 36Q: 3 clusters Score -170673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -170675.296875 Penalty: 3744.344971
	Iteration 37Q: 3 clusters Score -170675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -170677.296875 Penalty: 3744.344971
	Iteration 38Q: 3 clusters Score -170677.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -170679.546875 Penalty: 3744.344971
	Iteration 39Q: 3 clusters Score -170679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -170681.390625 Penalty: 3744.344971
	Iteration 40F: 3 clusters Score -170681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -170685.312500 Penalty: 3744.344971
	Iteration 41Q: 3 clusters Score -170685.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -170700.750000 Penalty: 3744.344971
	Iteration 42Q: 3 clusters Score -170700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -170709.484375 Penalty: 3744.344971
	Iteration 43Q: 3 clusters Score -170709.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -170713.343750 Penalty: 3744.344971
	Iteration 44Q: 3 clusters Score -170713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -170716.078125 Penalty: 3744.344971
	Iteration 45Q: 3 clusters Score -170716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170720.031250 Penalty: 3744.344971
	Iteration 46Q: 3 clusters Score -170720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170723.546875 Penalty: 3744.344971
	Iteration 47Q: 3 clusters Score -170723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -170727.343750 Penalty: 3744.344971
	Iteration 48Q: 3 clusters Score -170727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -170733.453125 Penalty: 3744.344971
	Iteration 49Q: 3 clusters Score -170733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -170737.953125 Penalty: 3744.344971
	Iteration 50Q: 3 clusters Score -170738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -170741.734375 Penalty: 3744.344971
	Iteration 51Q: 3 clusters Score -170741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -170743.859375 Penalty: 3744.344971
	Iteration 52Q: 3 clusters Score -170743.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -170744.890625 Penalty: 3744.344971
	Iteration 53Q: 3 clusters Score -170744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -170744.890625 Penalty: 3744.344971
	Iteration 54F: 3 clusters Score -170744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 6 contains 21926 members 
Mstep: Class 7 contains 180911 members 
Mstep: Class 8 contains 214402 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 156849 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 45479 members 
Mstep: Class 17 contains 26229 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 23 contains 13925 members 
Entering Unmasked Estep 
Score: -70065696.000000 Penalty: 43306.667969
Splitting cluster 1 changes total score from -70066184.000000 to -70065696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -74112.226562 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -74112.23 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 417 members 
Entering Unmasked Estep 
Score: -72387.976562 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -72387.98 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72744.250000 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -72744.25 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72891.078125 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -72891.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -73046.796875 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -73046.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73140.890625 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -73140.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -73196.437500 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -73196.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -73274.773438 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -73274.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -73380.656250 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -73380.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -73478.320312 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -73478.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -73546.570312 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -73546.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73605.375000 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -73605.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -73670.039062 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -73670.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73709.093750 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -73709.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -73728.328125 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -73728.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -73735.781250 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -73735.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73742.031250 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -73742.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73746.218750 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -73746.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73749.320312 Penalty: 3322.340820
	Iteration 17F: 3 clusters Score -73749.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73770.742188 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -73770.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -73788.023438 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -73788.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -73982.984375 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -73982.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -74309.007812 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -74309.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -74343.742188 Penalty: 3322.340820
	Iteration 22Q: 3 clusters Score -74343.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -74369.023438 Penalty: 3322.340820
	Iteration 23Q: 3 clusters Score -74369.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -74376.843750 Penalty: 3322.340820
	Iteration 24Q: 3 clusters Score -74376.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -74378.265625 Penalty: 3322.340820
	Iteration 25Q: 3 clusters Score -74378.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -74378.265625 Penalty: 3322.340820
	Iteration 26F: 3 clusters Score -74378.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 127 members 
Mstep: Class 3 contains 684 members 
Mstep: Class 6 contains 21926 members 
Mstep: Class 7 contains 180911 members 
Mstep: Class 8 contains 214402 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 156849 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 45479 members 
Mstep: Class 17 contains 26229 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 23 contains 13925 members 
Entering Unmasked Estep 
Score: -70065144.000000 Penalty: 43306.667969
Splitting cluster 2 changes total score from -70066184.000000 to -70065144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (21926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Entering Unmasked Estep 
Score: -2329442.000000 Penalty: 2478.866211
	Iteration 0F: 2 clusters Score -2329442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2314154.000000 Penalty: 4957.732422
	Iteration 0F: 3 clusters Score -2314154 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2319440.250000 Penalty: 4957.732422
	Iteration 1F: 3 clusters Score -2319440 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2319837.250000 Penalty: 4957.732422
	Iteration 2F: 3 clusters Score -2319837 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2320199.750000 Penalty: 4957.732422
	Iteration 3Q: 3 clusters Score -2320200 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2320548.000000 Penalty: 4957.732422
	Iteration 4Q: 3 clusters Score -2320548 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2320829.500000 Penalty: 4957.732422
	Iteration 5Q: 3 clusters Score -2320830 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2321133.250000 Penalty: 4957.732422
	Iteration 6Q: 3 clusters Score -2321133 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2321396.000000 Penalty: 4957.732422
	Iteration 7Q: 3 clusters Score -2321396 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2321706.750000 Penalty: 4957.732422
	Iteration 8Q: 3 clusters Score -2321707 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2322058.500000 Penalty: 4957.732422
	Iteration 9Q: 3 clusters Score -2322058 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2322458.500000 Penalty: 4957.732422
	Iteration 10Q: 3 clusters Score -2322458 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2322914.500000 Penalty: 4957.732422
	Iteration 11Q: 3 clusters Score -2322914 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2323400.750000 Penalty: 4957.732422
	Iteration 12Q: 3 clusters Score -2323401 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2323864.750000 Penalty: 4957.732422
	Iteration 13Q: 3 clusters Score -2323865 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2324290.500000 Penalty: 4957.732422
	Iteration 14Q: 3 clusters Score -2324290 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2324629.000000 Penalty: 4957.732422
	Iteration 15Q: 3 clusters Score -2324629 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2324889.750000 Penalty: 4957.732422
	Iteration 16Q: 3 clusters Score -2324890 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2325098.000000 Penalty: 4957.732422
	Iteration 17Q: 3 clusters Score -2325098 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2325237.000000 Penalty: 4957.732422
	Iteration 18Q: 3 clusters Score -2325237 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2325343.250000 Penalty: 4957.732422
	Iteration 19Q: 3 clusters Score -2325343 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2325416.250000 Penalty: 4957.732422
	Iteration 20F: 3 clusters Score -2325416 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2325482.500000 Penalty: 4957.732422
	Iteration 21Q: 3 clusters Score -2325482 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2325551.500000 Penalty: 4957.732422
	Iteration 22Q: 3 clusters Score -2325552 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2325635.500000 Penalty: 4957.732422
	Iteration 23Q: 3 clusters Score -2325636 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2325718.500000 Penalty: 4957.732422
	Iteration 24Q: 3 clusters Score -2325718 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2325789.000000 Penalty: 4957.732422
	Iteration 25Q: 3 clusters Score -2325789 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2325860.000000 Penalty: 4957.732422
	Iteration 26Q: 3 clusters Score -2325860 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2325917.750000 Penalty: 4957.732422
	Iteration 27Q: 3 clusters Score -2325918 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2326001.500000 Penalty: 4957.732422
	Iteration 28Q: 3 clusters Score -2326002 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2326067.000000 Penalty: 4957.732422
	Iteration 29Q: 3 clusters Score -2326067 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2326134.000000 Penalty: 4957.732422
	Iteration 30Q: 3 clusters Score -2326134 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2326191.750000 Penalty: 4957.732422
	Iteration 31Q: 3 clusters Score -2326192 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2326250.500000 Penalty: 4957.732422
	Iteration 32Q: 3 clusters Score -2326250 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2326303.500000 Penalty: 4957.732422
	Iteration 33Q: 3 clusters Score -2326304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2326333.500000 Penalty: 4957.732422
	Iteration 34Q: 3 clusters Score -2326334 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2326383.000000 Penalty: 4957.732422
	Iteration 35Q: 3 clusters Score -2326383 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2326435.750000 Penalty: 4957.732422
	Iteration 36Q: 3 clusters Score -2326436 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2326481.250000 Penalty: 4957.732422
	Iteration 37Q: 3 clusters Score -2326481 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2326539.250000 Penalty: 4957.732422
	Iteration 38Q: 3 clusters Score -2326539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2326589.500000 Penalty: 4957.732422
	Iteration 39Q: 3 clusters Score -2326590 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2326637.500000 Penalty: 4957.732422
	Iteration 40F: 3 clusters Score -2326638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2326674.000000 Penalty: 4957.732422
	Iteration 41Q: 3 clusters Score -2326674 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2326702.250000 Penalty: 4957.732422
	Iteration 42Q: 3 clusters Score -2326702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2326736.000000 Penalty: 4957.732422
	Iteration 43Q: 3 clusters Score -2326736 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2326772.750000 Penalty: 4957.732422
	Iteration 44Q: 3 clusters Score -2326773 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -2326816.500000 Penalty: 4957.732422
	Iteration 45Q: 3 clusters Score -2326816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2326849.750000 Penalty: 4957.732422
	Iteration 46Q: 3 clusters Score -2326850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2326880.500000 Penalty: 4957.732422
	Iteration 47Q: 3 clusters Score -2326880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2326913.250000 Penalty: 4957.732422
	Iteration 48Q: 3 clusters Score -2326913 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2326948.500000 Penalty: 4957.732422
	Iteration 49Q: 3 clusters Score -2326948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2326969.250000 Penalty: 4957.732422
	Iteration 50Q: 3 clusters Score -2326969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2326996.750000 Penalty: 4957.732422
	Iteration 51Q: 3 clusters Score -2326997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2327031.750000 Penalty: 4957.732422
	Iteration 52Q: 3 clusters Score -2327032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2327047.750000 Penalty: 4957.732422
	Iteration 53Q: 3 clusters Score -2327048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2327068.250000 Penalty: 4957.732422
	Iteration 54Q: 3 clusters Score -2327068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2327090.750000 Penalty: 4957.732422
	Iteration 55Q: 3 clusters Score -2327091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2327117.000000 Penalty: 4957.732422
	Iteration 56Q: 3 clusters Score -2327117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2327139.500000 Penalty: 4957.732422
	Iteration 57Q: 3 clusters Score -2327140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2327150.750000 Penalty: 4957.732422
	Iteration 58Q: 3 clusters Score -2327151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2327169.250000 Penalty: 4957.732422
	Iteration 59Q: 3 clusters Score -2327169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2327176.500000 Penalty: 4957.732422
	Iteration 60F: 3 clusters Score -2327176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2327192.750000 Penalty: 4957.732422
	Iteration 61Q: 3 clusters Score -2327193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2327197.000000 Penalty: 4957.732422
	Iteration 62Q: 3 clusters Score -2327197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2327207.000000 Penalty: 4957.732422
	Iteration 63Q: 3 clusters Score -2327207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2327221.750000 Penalty: 4957.732422
	Iteration 64Q: 3 clusters Score -2327222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2327229.000000 Penalty: 4957.732422
	Iteration 65Q: 3 clusters Score -2327229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2327240.000000 Penalty: 4957.732422
	Iteration 66Q: 3 clusters Score -2327240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2327252.250000 Penalty: 4957.732422
	Iteration 67Q: 3 clusters Score -2327252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2327257.750000 Penalty: 4957.732422
	Iteration 68Q: 3 clusters Score -2327258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2327268.000000 Penalty: 4957.732422
	Iteration 69Q: 3 clusters Score -2327268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2327271.750000 Penalty: 4957.732422
	Iteration 70Q: 3 clusters Score -2327272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2327275.250000 Penalty: 4957.732422
	Iteration 71Q: 3 clusters Score -2327275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2327281.250000 Penalty: 4957.732422
	Iteration 72Q: 3 clusters Score -2327281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2327288.000000 Penalty: 4957.732422
	Iteration 73Q: 3 clusters Score -2327288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2327297.250000 Penalty: 4957.732422
	Iteration 74Q: 3 clusters Score -2327297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2327309.000000 Penalty: 4957.732422
	Iteration 75Q: 3 clusters Score -2327309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2327316.750000 Penalty: 4957.732422
	Iteration 76Q: 3 clusters Score -2327317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2327323.750000 Penalty: 4957.732422
	Iteration 77Q: 3 clusters Score -2327324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2327337.000000 Penalty: 4957.732422
	Iteration 78Q: 3 clusters Score -2327337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2327343.500000 Penalty: 4957.732422
	Iteration 79Q: 3 clusters Score -2327344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2327346.750000 Penalty: 4957.732422
	Iteration 80F: 3 clusters Score -2327347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2327347.000000 Penalty: 4957.732422
	Iteration 81Q: 3 clusters Score -2327347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2327350.250000 Penalty: 4957.732422
	Iteration 82Q: 3 clusters Score -2327350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2327354.250000 Penalty: 4957.732422
	Iteration 83Q: 3 clusters Score -2327354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2327355.250000 Penalty: 4957.732422
	Iteration 84Q: 3 clusters Score -2327355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2327357.500000 Penalty: 4957.732422
	Iteration 85Q: 3 clusters Score -2327358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2327359.000000 Penalty: 4957.732422
	Iteration 86Q: 3 clusters Score -2327359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2327359.000000 Penalty: 4957.732422
	Iteration 87F: 3 clusters Score -2327359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180911 members 
Entering Unmasked Estep 
Score: -18895642.000000 Penalty: 3002.228516
	Iteration 0F: 2 clusters Score -1.889564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -18778170.000000 Penalty: 6004.457031
	Iteration 0F: 3 clusters Score -1.877817e+07 nChanged 86657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -18830584.000000 Penalty: 6004.457031
	Iteration 1F: 3 clusters Score -1.883058e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -18833258.000000 Penalty: 6004.457031
	Iteration 2Q: 3 clusters Score -1.883326e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -18837642.000000 Penalty: 6004.457031
	Iteration 3Q: 3 clusters Score -1.883764e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 110037 members 
Entering Unmasked Estep 
Score: -18844814.000000 Penalty: 6004.457031
	Iteration 4F: 3 clusters Score -1.884481e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -18854692.000000 Penalty: 6004.457031
	Iteration 5F: 3 clusters Score -1.885469e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 127431 members 
Entering Unmasked Estep 
Score: -18866318.000000 Penalty: 6004.457031
	Iteration 6F: 3 clusters Score -1.886632e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 134242 members 
Entering Unmasked Estep 
Score: -18875002.000000 Penalty: 6004.457031
	Iteration 7F: 3 clusters Score -1.8875e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 138762 members 
Entering Unmasked Estep 
Score: -18879622.000000 Penalty: 6004.457031
	Iteration 8Q: 3 clusters Score -1.887962e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 142191 members 
Entering Unmasked Estep 
Score: -18881630.000000 Penalty: 6004.457031
	Iteration 9Q: 3 clusters Score -1.888163e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 145276 members 
Entering Unmasked Estep 
Score: -18882808.000000 Penalty: 6004.457031
	Iteration 10Q: 3 clusters Score -1.888281e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 148265 members 
Entering Unmasked Estep 
Score: -18883742.000000 Penalty: 6004.457031
	Iteration 11Q: 3 clusters Score -1.888374e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 151084 members 
Entering Unmasked Estep 
Score: -18884554.000000 Penalty: 6004.457031
	Iteration 12Q: 3 clusters Score -1.888455e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 153726 members 
Entering Unmasked Estep 
Score: -18885490.000000 Penalty: 6004.457031
	Iteration 13Q: 3 clusters Score -1.888549e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 156304 members 
Entering Unmasked Estep 
Score: -18886420.000000 Penalty: 6004.457031
	Iteration 14Q: 3 clusters Score -1.888642e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 158746 members 
Entering Unmasked Estep 
Score: -18887392.000000 Penalty: 6004.457031
	Iteration 15Q: 3 clusters Score -1.888739e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -18888320.000000 Penalty: 6004.457031
	Iteration 16Q: 3 clusters Score -1.888832e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 163344 members 
Entering Unmasked Estep 
Score: -18889310.000000 Penalty: 6004.457031
	Iteration 17Q: 3 clusters Score -1.888931e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 165379 members 
Entering Unmasked Estep 
Score: -18890172.000000 Penalty: 6004.457031
	Iteration 18Q: 3 clusters Score -1.889017e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -18890988.000000 Penalty: 6004.457031
	Iteration 19Q: 3 clusters Score -1.889099e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 168797 members 
Entering Unmasked Estep 
Score: -18891626.000000 Penalty: 6004.457031
	Iteration 20F: 3 clusters Score -1.889163e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -18892184.000000 Penalty: 6004.457031
	Iteration 21Q: 3 clusters Score -1.889218e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 171417 members 
Entering Unmasked Estep 
Score: -18892650.000000 Penalty: 6004.457031
	Iteration 22Q: 3 clusters Score -1.889265e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 172465 members 
Entering Unmasked Estep 
Score: -18892976.000000 Penalty: 6004.457031
	Iteration 23Q: 3 clusters Score -1.889298e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 173368 members 
Entering Unmasked Estep 
Score: -18893216.000000 Penalty: 6004.457031
	Iteration 24Q: 3 clusters Score -1.889322e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 174129 members 
Entering Unmasked Estep 
Score: -18893526.000000 Penalty: 6004.457031
	Iteration 25Q: 3 clusters Score -1.889353e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 174789 members 
Entering Unmasked Estep 
Score: -18893668.000000 Penalty: 6004.457031
	Iteration 26Q: 3 clusters Score -1.889367e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 175351 members 
Entering Unmasked Estep 
Score: -18893790.000000 Penalty: 6004.457031
	Iteration 27Q: 3 clusters Score -1.889379e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 175844 members 
Entering Unmasked Estep 
Score: -18893954.000000 Penalty: 6004.457031
	Iteration 28Q: 3 clusters Score -1.889395e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 176278 members 
Entering Unmasked Estep 
Score: -18894084.000000 Penalty: 6004.457031
	Iteration 29Q: 3 clusters Score -1.889408e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 176637 members 
Entering Unmasked Estep 
Score: -18894098.000000 Penalty: 6004.457031
	Iteration 30Q: 3 clusters Score -1.88941e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 176939 members 
Entering Unmasked Estep 
Score: -18894230.000000 Penalty: 6004.457031
	Iteration 31Q: 3 clusters Score -1.889423e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 177190 members 
Entering Unmasked Estep 
Score: -18894338.000000 Penalty: 6004.457031
	Iteration 32Q: 3 clusters Score -1.889434e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -18894360.000000 Penalty: 6004.457031
	Iteration 33Q: 3 clusters Score -1.889436e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 177532 members 
Entering Unmasked Estep 
Score: -18894402.000000 Penalty: 6004.457031
	Iteration 34Q: 3 clusters Score -1.88944e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 177659 members 
Entering Unmasked Estep 
Score: -18894394.000000 Penalty: 6004.457031
	Iteration 35Q: 3 clusters Score -1.889439e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -18894434.000000 Penalty: 6004.457031
	Iteration 36Q: 3 clusters Score -1.889443e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -18894474.000000 Penalty: 6004.457031
	Iteration 37Q: 3 clusters Score -1.889447e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 177960 members 
Entering Unmasked Estep 
Score: -18894502.000000 Penalty: 6004.457031
	Iteration 38Q: 3 clusters Score -1.88945e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 178039 members 
Entering Unmasked Estep 
Score: -18894528.000000 Penalty: 6004.457031
	Iteration 39Q: 3 clusters Score -1.889453e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 178102 members 
Entering Unmasked Estep 
Score: -18894526.000000 Penalty: 6004.457031
	Iteration 40F: 3 clusters Score -1.889453e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 178176 members 
Entering Unmasked Estep 
Score: -18894504.000000 Penalty: 6004.457031
	Iteration 41Q: 3 clusters Score -1.88945e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 178237 members 
Entering Unmasked Estep 
Score: -18894502.000000 Penalty: 6004.457031
	Iteration 42Q: 3 clusters Score -1.88945e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 178286 members 
Entering Unmasked Estep 
Score: -18894524.000000 Penalty: 6004.457031
	Iteration 43Q: 3 clusters Score -1.889452e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 178348 members 
Entering Unmasked Estep 
Score: -18894550.000000 Penalty: 6004.457031
	Iteration 44Q: 3 clusters Score -1.889455e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 178401 members 
Entering Unmasked Estep 
Score: -18894556.000000 Penalty: 6004.457031
	Iteration 45Q: 3 clusters Score -1.889456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 178439 members 
Entering Unmasked Estep 
Score: -18894528.000000 Penalty: 6004.457031
	Iteration 46Q: 3 clusters Score -1.889453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 178468 members 
Entering Unmasked Estep 
Score: -18894546.000000 Penalty: 6004.457031
	Iteration 47Q: 3 clusters Score -1.889455e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 178493 members 
Entering Unmasked Estep 
Score: -18894536.000000 Penalty: 6004.457031
	Iteration 48Q: 3 clusters Score -1.889454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 178517 members 
Entering Unmasked Estep 
Score: -18894570.000000 Penalty: 6004.457031
	Iteration 49Q: 3 clusters Score -1.889457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 178533 members 
Entering Unmasked Estep 
Score: -18894586.000000 Penalty: 6004.457031
	Iteration 50Q: 3 clusters Score -1.889459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 178548 members 
Entering Unmasked Estep 
Score: -18894596.000000 Penalty: 6004.457031
	Iteration 51Q: 3 clusters Score -1.88946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 178564 members 
Entering Unmasked Estep 
Score: -18894600.000000 Penalty: 6004.457031
	Iteration 52Q: 3 clusters Score -1.88946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 178577 members 
Entering Unmasked Estep 
Score: -18894590.000000 Penalty: 6004.457031
	Iteration 53Q: 3 clusters Score -1.889459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 178595 members 
Entering Unmasked Estep 
Score: -18894614.000000 Penalty: 6004.457031
	Iteration 54Q: 3 clusters Score -1.889461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 178611 members 
Entering Unmasked Estep 
Score: -18894608.000000 Penalty: 6004.457031
	Iteration 55Q: 3 clusters Score -1.889461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 178618 members 
Entering Unmasked Estep 
Score: -18894600.000000 Penalty: 6004.457031
	Iteration 56Q: 3 clusters Score -1.88946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 178623 members 
Entering Unmasked Estep 
Score: -18894602.000000 Penalty: 6004.457031
	Iteration 57Q: 3 clusters Score -1.88946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 178634 members 
Entering Unmasked Estep 
Score: -18894600.000000 Penalty: 6004.457031
	Iteration 58Q: 3 clusters Score -1.88946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 178643 members 
Entering Unmasked Estep 
Score: -18894610.000000 Penalty: 6004.457031
	Iteration 59Q: 3 clusters Score -1.889461e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -18894620.000000 Penalty: 6004.457031
	Iteration 60F: 3 clusters Score -1.889462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 178664 members 
Entering Unmasked Estep 
Score: -18894612.000000 Penalty: 6004.457031
	Iteration 61Q: 3 clusters Score -1.889461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 178667 members 
Entering Unmasked Estep 
Score: -18894612.000000 Penalty: 6004.457031
	Iteration 62Q: 3 clusters Score -1.889461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 178671 members 
Entering Unmasked Estep 
Score: -18894616.000000 Penalty: 6004.457031
	Iteration 63Q: 3 clusters Score -1.889462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 178677 members 
Entering Unmasked Estep 
Score: -18894608.000000 Penalty: 6004.457031
	Iteration 64Q: 3 clusters Score -1.889461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 178682 members 
Entering Unmasked Estep 
Score: -18894612.000000 Penalty: 6004.457031
	Iteration 65Q: 3 clusters Score -1.889461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -18894614.000000 Penalty: 6004.457031
	Iteration 66Q: 3 clusters Score -1.889461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 178696 members 
Entering Unmasked Estep 
Score: -18894616.000000 Penalty: 6004.457031
	Iteration 67Q: 3 clusters Score -1.889462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 178702 members 
Entering Unmasked Estep 
Score: -18894624.000000 Penalty: 6004.457031
	Iteration 68Q: 3 clusters Score -1.889462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 178703 members 
Entering Unmasked Estep 
Score: -18894622.000000 Penalty: 6004.457031
	Iteration 69Q: 3 clusters Score -1.889462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 178705 members 
Entering Unmasked Estep 
Score: -18894630.000000 Penalty: 6004.457031
	Iteration 70Q: 3 clusters Score -1.889463e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 178706 members 
Entering Unmasked Estep 
Score: -18894630.000000 Penalty: 6004.457031
	Iteration 71Q: 3 clusters Score -1.889463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 178706 members 
Entering Unmasked Estep 
Score: -18894630.000000 Penalty: 6004.457031
	Iteration 72F: 3 clusters Score -1.889463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (214402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214402 members 
Entering Unmasked Estep 
Score: -22431256.000000 Penalty: 3044.350830
	Iteration 0F: 2 clusters Score -2.243126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 106987 members 
Entering Unmasked Estep 
Score: -22293678.000000 Penalty: 6088.701660
	Iteration 0F: 3 clusters Score -2.229368e+07 nChanged 103530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111599 members 
Mstep: Class 2 contains 102803 members 
Entering Unmasked Estep 
Score: -22354256.000000 Penalty: 6088.701660
	Iteration 1F: 3 clusters Score -2.235426e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 100112 members 
Entering Unmasked Estep 
Score: -22355404.000000 Penalty: 6088.701660
	Iteration 2Q: 3 clusters Score -2.23554e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118460 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -22356892.000000 Penalty: 6088.701660
	Iteration 3Q: 3 clusters Score -2.235689e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124959 members 
Mstep: Class 2 contains 89443 members 
Entering Unmasked Estep 
Score: -22359366.000000 Penalty: 6088.701660
	Iteration 4Q: 3 clusters Score -2.235937e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134621 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -22363772.000000 Penalty: 6088.701660
	Iteration 5Q: 3 clusters Score -2.236377e+07 nChanged 13826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148289 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -22372142.000000 Penalty: 6088.701660
	Iteration 6F: 3 clusters Score -2.237214e+07 nChanged 17736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165969 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -22385644.000000 Penalty: 6088.701660
	Iteration 7F: 3 clusters Score -2.238564e+07 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185356 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -22403586.000000 Penalty: 6088.701660
	Iteration 8F: 3 clusters Score -2.240359e+07 nChanged 15640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200996 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -22418910.000000 Penalty: 6088.701660
	Iteration 9F: 3 clusters Score -2.241891e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209732 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -22425142.000000 Penalty: 6088.701660
	Iteration 10Q: 3 clusters Score -2.242514e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212916 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -22427318.000000 Penalty: 6088.701660
	Iteration 11Q: 3 clusters Score -2.242732e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213859 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22428150.000000 Penalty: 6088.701660
	Iteration 12Q: 3 clusters Score -2.242815e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214097 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22428404.000000 Penalty: 6088.701660
	Iteration 13Q: 3 clusters Score -2.24284e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214150 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -22428474.000000 Penalty: 6088.701660
	Iteration 14Q: 3 clusters Score -2.242847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214177 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22428502.000000 Penalty: 6088.701660
	Iteration 15Q: 3 clusters Score -2.24285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214186 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22428520.000000 Penalty: 6088.701660
	Iteration 16Q: 3 clusters Score -2.242852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22428548.000000 Penalty: 6088.701660
	Iteration 17Q: 3 clusters Score -2.242855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22428550.000000 Penalty: 6088.701660
	Iteration 18Q: 3 clusters Score -2.242855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22428572.000000 Penalty: 6088.701660
	Iteration 19Q: 3 clusters Score -2.242857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214204 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22428578.000000 Penalty: 6088.701660
	Iteration 20F: 3 clusters Score -2.242858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22428574.000000 Penalty: 6088.701660
	Iteration 21Q: 3 clusters Score -2.242857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214206 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22428562.000000 Penalty: 6088.701660
	Iteration 22Q: 3 clusters Score -2.242856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22428574.000000 Penalty: 6088.701660
	Iteration 23Q: 3 clusters Score -2.242857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22428574.000000 Penalty: 6088.701660
	Iteration 24F: 3 clusters Score -2.242857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -349166.250000 Penalty: 2024.233398
	Iteration 0F: 2 clusters Score -349166.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -345577.500000 Penalty: 4048.466797
	Iteration 0F: 3 clusters Score -345577.5 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -346452.156250 Penalty: 4048.466797
	Iteration 1F: 3 clusters Score -346452.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -346706.656250 Penalty: 4048.466797
	Iteration 2F: 3 clusters Score -346706.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -346880.500000 Penalty: 4048.466797
	Iteration 3F: 3 clusters Score -346880.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -346994.687500 Penalty: 4048.466797
	Iteration 4Q: 3 clusters Score -346994.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -347082.062500 Penalty: 4048.466797
	Iteration 5Q: 3 clusters Score -347082.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -347146.687500 Penalty: 4048.466797
	Iteration 6Q: 3 clusters Score -347146.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -347216.125000 Penalty: 4048.466797
	Iteration 7Q: 3 clusters Score -347216.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -347272.593750 Penalty: 4048.466797
	Iteration 8Q: 3 clusters Score -347272.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -347336.125000 Penalty: 4048.466797
	Iteration 9Q: 3 clusters Score -347336.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -347403.718750 Penalty: 4048.466797
	Iteration 10Q: 3 clusters Score -347403.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -347462.750000 Penalty: 4048.466797
	Iteration 11Q: 3 clusters Score -347462.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -347507.937500 Penalty: 4048.466797
	Iteration 12Q: 3 clusters Score -347507.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -347545.156250 Penalty: 4048.466797
	Iteration 13Q: 3 clusters Score -347545.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -347571.375000 Penalty: 4048.466797
	Iteration 14Q: 3 clusters Score -347571.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -347590.968750 Penalty: 4048.466797
	Iteration 15Q: 3 clusters Score -347591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -347609.968750 Penalty: 4048.466797
	Iteration 16Q: 3 clusters Score -347610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -347627.750000 Penalty: 4048.466797
	Iteration 17Q: 3 clusters Score -347627.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -347644.812500 Penalty: 4048.466797
	Iteration 18Q: 3 clusters Score -347644.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -347659.250000 Penalty: 4048.466797
	Iteration 19Q: 3 clusters Score -347659.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -347666.312500 Penalty: 4048.466797
	Iteration 20F: 3 clusters Score -347666.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -347671.093750 Penalty: 4048.466797
	Iteration 21Q: 3 clusters Score -347671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -347676.687500 Penalty: 4048.466797
	Iteration 22Q: 3 clusters Score -347676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -347681.843750 Penalty: 4048.466797
	Iteration 23Q: 3 clusters Score -347681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -347684.437500 Penalty: 4048.466797
	Iteration 24Q: 3 clusters Score -347684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -347685.875000 Penalty: 4048.466797
	Iteration 25Q: 3 clusters Score -347685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -347687.687500 Penalty: 4048.466797
	Iteration 26Q: 3 clusters Score -347687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -347688.375000 Penalty: 4048.466797
	Iteration 27Q: 3 clusters Score -347688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -347689.437500 Penalty: 4048.466797
	Iteration 28Q: 3 clusters Score -347689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -347691.500000 Penalty: 4048.466797
	Iteration 29Q: 3 clusters Score -347691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -347692.218750 Penalty: 4048.466797
	Iteration 30Q: 3 clusters Score -347692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -347694.625000 Penalty: 4048.466797
	Iteration 31Q: 3 clusters Score -347694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -347700.875000 Penalty: 4048.466797
	Iteration 32Q: 3 clusters Score -347700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -347705.218750 Penalty: 4048.466797
	Iteration 33Q: 3 clusters Score -347705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -347706.625000 Penalty: 4048.466797
	Iteration 34Q: 3 clusters Score -347706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -347709.312500 Penalty: 4048.466797
	Iteration 35Q: 3 clusters Score -347709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -347709.937500 Penalty: 4048.466797
	Iteration 36Q: 3 clusters Score -347709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -347711.218750 Penalty: 4048.466797
	Iteration 37Q: 3 clusters Score -347711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -347711.218750 Penalty: 4048.466797
	Iteration 38F: 3 clusters Score -347711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (156849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Entering Unmasked Estep 
Score: -16398841.000000 Penalty: 2966.833496
	Iteration 0F: 2 clusters Score -1.639884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 78268 members 
Entering Unmasked Estep 
Score: -16296076.000000 Penalty: 5933.666992
	Iteration 0F: 3 clusters Score -1.629608e+07 nChanged 74924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80685 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -16339163.000000 Penalty: 5933.666992
	Iteration 1F: 3 clusters Score -1.633916e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -16340376.000000 Penalty: 5933.666992
	Iteration 2Q: 3 clusters Score -1.634038e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -16341718.000000 Penalty: 5933.666992
	Iteration 3Q: 3 clusters Score -1.634172e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89133 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -16343767.000000 Penalty: 5933.666992
	Iteration 4Q: 3 clusters Score -1.634377e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -16346688.000000 Penalty: 5933.666992
	Iteration 5Q: 3 clusters Score -1.634669e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -16351730.000000 Penalty: 5933.666992
	Iteration 6F: 3 clusters Score -1.635173e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113797 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -16359731.000000 Penalty: 5933.666992
	Iteration 7F: 3 clusters Score -1.635973e+07 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126075 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -16369898.000000 Penalty: 5933.666992
	Iteration 8F: 3 clusters Score -1.63699e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137696 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -16379987.000000 Penalty: 5933.666992
	Iteration 9F: 3 clusters Score -1.637999e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146302 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -16387457.000000 Penalty: 5933.666992
	Iteration 10F: 3 clusters Score -1.638746e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -16392107.000000 Penalty: 5933.666992
	Iteration 11Q: 3 clusters Score -1.639211e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -16394528.000000 Penalty: 5933.666992
	Iteration 12Q: 3 clusters Score -1.639453e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155189 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -16395570.000000 Penalty: 5933.666992
	Iteration 13Q: 3 clusters Score -1.639557e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155733 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -16396098.000000 Penalty: 5933.666992
	Iteration 14Q: 3 clusters Score -1.63961e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155986 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -16396348.000000 Penalty: 5933.666992
	Iteration 15Q: 3 clusters Score -1.639635e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16396486.000000 Penalty: 5933.666992
	Iteration 16Q: 3 clusters Score -1.639649e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156208 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -16396544.000000 Penalty: 5933.666992
	Iteration 17Q: 3 clusters Score -1.639654e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156256 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -16396610.000000 Penalty: 5933.666992
	Iteration 18Q: 3 clusters Score -1.639661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -16396643.000000 Penalty: 5933.666992
	Iteration 19Q: 3 clusters Score -1.639664e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16396679.000000 Penalty: 5933.666992
	Iteration 20F: 3 clusters Score -1.639668e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156312 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -16396704.000000 Penalty: 5933.666992
	Iteration 21Q: 3 clusters Score -1.63967e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156322 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -16396750.000000 Penalty: 5933.666992
	Iteration 22Q: 3 clusters Score -1.639675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -16396763.000000 Penalty: 5933.666992
	Iteration 23Q: 3 clusters Score -1.639676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16396765.000000 Penalty: 5933.666992
	Iteration 24Q: 3 clusters Score -1.639676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -16396792.000000 Penalty: 5933.666992
	Iteration 25Q: 3 clusters Score -1.639679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16396798.000000 Penalty: 5933.666992
	Iteration 26Q: 3 clusters Score -1.63968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156341 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -16396814.000000 Penalty: 5933.666992
	Iteration 27Q: 3 clusters Score -1.639681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16396814.000000 Penalty: 5933.666992
	Iteration 28Q: 3 clusters Score -1.639681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156340 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -16396814.000000 Penalty: 5933.666992
	Iteration 29F: 3 clusters Score -1.639681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Entering Unmasked Estep 
Score: -944077.125000 Penalty: 2250.566406
	Iteration 0F: 2 clusters Score -944077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -937147.750000 Penalty: 4501.132812
	Iteration 0F: 3 clusters Score -937147.8 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -939069.062500 Penalty: 4501.132812
	Iteration 1F: 3 clusters Score -939069.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -939313.687500 Penalty: 4501.132812
	Iteration 2F: 3 clusters Score -939313.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -939472.375000 Penalty: 4501.132812
	Iteration 3Q: 3 clusters Score -939472.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -939617.812500 Penalty: 4501.132812
	Iteration 4Q: 3 clusters Score -939617.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -939747.437500 Penalty: 4501.132812
	Iteration 5Q: 3 clusters Score -939747.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -939872.687500 Penalty: 4501.132812
	Iteration 6Q: 3 clusters Score -939872.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -940014.750000 Penalty: 4501.132812
	Iteration 7Q: 3 clusters Score -940014.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -940179.937500 Penalty: 4501.132812
	Iteration 8Q: 3 clusters Score -940179.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -940345.937500 Penalty: 4501.132812
	Iteration 9Q: 3 clusters Score -940345.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -940528.375000 Penalty: 4501.132812
	Iteration 10Q: 3 clusters Score -940528.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -940750.187500 Penalty: 4501.132812
	Iteration 11Q: 3 clusters Score -940750.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -940979.000000 Penalty: 4501.132812
	Iteration 12Q: 3 clusters Score -940979 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -941210.312500 Penalty: 4501.132812
	Iteration 13Q: 3 clusters Score -941210.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -941442.062500 Penalty: 4501.132812
	Iteration 14Q: 3 clusters Score -941442.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -941620.937500 Penalty: 4501.132812
	Iteration 15Q: 3 clusters Score -941620.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -941767.937500 Penalty: 4501.132812
	Iteration 16Q: 3 clusters Score -941767.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -941870.250000 Penalty: 4501.132812
	Iteration 17Q: 3 clusters Score -941870.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -941960.687500 Penalty: 4501.132812
	Iteration 18Q: 3 clusters Score -941960.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -942031.562500 Penalty: 4501.132812
	Iteration 19Q: 3 clusters Score -942031.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -942073.875000 Penalty: 4501.132812
	Iteration 20F: 3 clusters Score -942073.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -942095.062500 Penalty: 4501.132812
	Iteration 21Q: 3 clusters Score -942095.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -942107.250000 Penalty: 4501.132812
	Iteration 22Q: 3 clusters Score -942107.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -942117.500000 Penalty: 4501.132812
	Iteration 23Q: 3 clusters Score -942117.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -942126.937500 Penalty: 4501.132812
	Iteration 24Q: 3 clusters Score -942126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -942134.562500 Penalty: 4501.132812
	Iteration 25Q: 3 clusters Score -942134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -942134.062500 Penalty: 4501.132812
	Iteration 26Q: 3 clusters Score -942134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -942138.312500 Penalty: 4501.132812
	Iteration 27Q: 3 clusters Score -942138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -942139.125000 Penalty: 4501.132812
	Iteration 28Q: 3 clusters Score -942139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -942146.750000 Penalty: 4501.132812
	Iteration 29Q: 3 clusters Score -942146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -942152.312500 Penalty: 4501.132812
	Iteration 30Q: 3 clusters Score -942152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -942154.937500 Penalty: 4501.132812
	Iteration 31Q: 3 clusters Score -942154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -942155.750000 Penalty: 4501.132812
	Iteration 32Q: 3 clusters Score -942155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -942155.750000 Penalty: 4501.132812
	Iteration 33F: 3 clusters Score -942155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Entering Unmasked Estep 
Score: -4631733.500000 Penalty: 2659.801514
	Iteration 0F: 2 clusters Score -4631734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -4601054.000000 Penalty: 5319.603027
	Iteration 0F: 3 clusters Score -4601054 nChanged 20833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -4612526.500000 Penalty: 5319.603027
	Iteration 1F: 3 clusters Score -4612526 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -4613003.000000 Penalty: 5319.603027
	Iteration 2Q: 3 clusters Score -4613003 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -4613564.500000 Penalty: 5319.603027
	Iteration 3Q: 3 clusters Score -4613564 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -4614281.500000 Penalty: 5319.603027
	Iteration 4Q: 3 clusters Score -4614282 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -4615290.500000 Penalty: 5319.603027
	Iteration 5Q: 3 clusters Score -4615290 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4616996.000000 Penalty: 5319.603027
	Iteration 6F: 3 clusters Score -4616996 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4619783.500000 Penalty: 5319.603027
	Iteration 7F: 3 clusters Score -4619784 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -4623318.000000 Penalty: 5319.603027
	Iteration 8F: 3 clusters Score -4623318 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -4626393.000000 Penalty: 5319.603027
	Iteration 9F: 3 clusters Score -4626393 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -4628217.000000 Penalty: 5319.603027
	Iteration 10Q: 3 clusters Score -4628217 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -4628963.000000 Penalty: 5319.603027
	Iteration 11Q: 3 clusters Score -4628963 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -4629258.500000 Penalty: 5319.603027
	Iteration 12Q: 3 clusters Score -4629258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -4629365.500000 Penalty: 5319.603027
	Iteration 13Q: 3 clusters Score -4629366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -4629412.500000 Penalty: 5319.603027
	Iteration 14Q: 3 clusters Score -4629412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -4629440.000000 Penalty: 5319.603027
	Iteration 15Q: 3 clusters Score -4629440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -4629469.000000 Penalty: 5319.603027
	Iteration 16Q: 3 clusters Score -4629469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -4629473.500000 Penalty: 5319.603027
	Iteration 17Q: 3 clusters Score -4629474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -4629473.000000 Penalty: 5319.603027
	Iteration 18Q: 3 clusters Score -4629473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -4629481.500000 Penalty: 5319.603027
	Iteration 19Q: 3 clusters Score -4629482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -4629484.500000 Penalty: 5319.603027
	Iteration 20F: 3 clusters Score -4629484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Entering Unmasked Estep 
Score: -2800094.750000 Penalty: 2523.305908
	Iteration 0F: 2 clusters Score -2800095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2782030.750000 Penalty: 5046.611816
	Iteration 0F: 3 clusters Score -2782031 nChanged 11692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2788272.500000 Penalty: 5046.611816
	Iteration 1F: 3 clusters Score -2788272 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2788709.250000 Penalty: 5046.611816
	Iteration 2Q: 3 clusters Score -2788709 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2789040.750000 Penalty: 5046.611816
	Iteration 3Q: 3 clusters Score -2789041 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2789371.500000 Penalty: 5046.611816
	Iteration 4Q: 3 clusters Score -2789372 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2789665.000000 Penalty: 5046.611816
	Iteration 5Q: 3 clusters Score -2789665 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2790014.000000 Penalty: 5046.611816
	Iteration 6Q: 3 clusters Score -2790014 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -2790407.000000 Penalty: 5046.611816
	Iteration 7Q: 3 clusters Score -2790407 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2790865.250000 Penalty: 5046.611816
	Iteration 8Q: 3 clusters Score -2790865 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2791516.500000 Penalty: 5046.611816
	Iteration 9Q: 3 clusters Score -2791516 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2792346.000000 Penalty: 5046.611816
	Iteration 10F: 3 clusters Score -2792346 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2793305.000000 Penalty: 5046.611816
	Iteration 11F: 3 clusters Score -2793305 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2794296.250000 Penalty: 5046.611816
	Iteration 12F: 3 clusters Score -2794296 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2795101.000000 Penalty: 5046.611816
	Iteration 13Q: 3 clusters Score -2795101 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2795605.250000 Penalty: 5046.611816
	Iteration 14Q: 3 clusters Score -2795605 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2795889.250000 Penalty: 5046.611816
	Iteration 15Q: 3 clusters Score -2795889 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2796084.000000 Penalty: 5046.611816
	Iteration 16Q: 3 clusters Score -2796084 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2796247.000000 Penalty: 5046.611816
	Iteration 17Q: 3 clusters Score -2796247 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2796383.250000 Penalty: 5046.611816
	Iteration 18Q: 3 clusters Score -2796383 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2796509.000000 Penalty: 5046.611816
	Iteration 19Q: 3 clusters Score -2796509 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2796625.000000 Penalty: 5046.611816
	Iteration 20F: 3 clusters Score -2796625 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2796742.500000 Penalty: 5046.611816
	Iteration 21Q: 3 clusters Score -2796742 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2796870.750000 Penalty: 5046.611816
	Iteration 22Q: 3 clusters Score -2796871 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2796986.000000 Penalty: 5046.611816
	Iteration 23Q: 3 clusters Score -2796986 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2797074.750000 Penalty: 5046.611816
	Iteration 24Q: 3 clusters Score -2797075 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2797149.250000 Penalty: 5046.611816
	Iteration 25Q: 3 clusters Score -2797149 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2797214.000000 Penalty: 5046.611816
	Iteration 26Q: 3 clusters Score -2797214 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2797274.500000 Penalty: 5046.611816
	Iteration 27Q: 3 clusters Score -2797274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2797325.500000 Penalty: 5046.611816
	Iteration 28Q: 3 clusters Score -2797326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2797374.500000 Penalty: 5046.611816
	Iteration 29Q: 3 clusters Score -2797374 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2797405.000000 Penalty: 5046.611816
	Iteration 30Q: 3 clusters Score -2797405 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2797440.500000 Penalty: 5046.611816
	Iteration 31Q: 3 clusters Score -2797440 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2797474.500000 Penalty: 5046.611816
	Iteration 32Q: 3 clusters Score -2797474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2797515.250000 Penalty: 5046.611816
	Iteration 33Q: 3 clusters Score -2797515 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -2797557.250000 Penalty: 5046.611816
	Iteration 34Q: 3 clusters Score -2797557 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2797589.500000 Penalty: 5046.611816
	Iteration 35Q: 3 clusters Score -2797590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2797620.750000 Penalty: 5046.611816
	Iteration 36Q: 3 clusters Score -2797621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2797648.000000 Penalty: 5046.611816
	Iteration 37Q: 3 clusters Score -2797648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2797660.000000 Penalty: 5046.611816
	Iteration 38Q: 3 clusters Score -2797660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -2797674.750000 Penalty: 5046.611816
	Iteration 39Q: 3 clusters Score -2797675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -2797689.250000 Penalty: 5046.611816
	Iteration 40F: 3 clusters Score -2797689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2797714.500000 Penalty: 5046.611816
	Iteration 41Q: 3 clusters Score -2797714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -2797735.250000 Penalty: 5046.611816
	Iteration 42Q: 3 clusters Score -2797735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2797736.250000 Penalty: 5046.611816
	Iteration 43Q: 3 clusters Score -2797736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2797746.250000 Penalty: 5046.611816
	Iteration 44Q: 3 clusters Score -2797746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2797756.000000 Penalty: 5046.611816
	Iteration 45Q: 3 clusters Score -2797756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -2797763.250000 Penalty: 5046.611816
	Iteration 46Q: 3 clusters Score -2797763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -2797770.500000 Penalty: 5046.611816
	Iteration 47Q: 3 clusters Score -2797770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -2797786.000000 Penalty: 5046.611816
	Iteration 48Q: 3 clusters Score -2797786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2797792.750000 Penalty: 5046.611816
	Iteration 49Q: 3 clusters Score -2797793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2797796.250000 Penalty: 5046.611816
	Iteration 50Q: 3 clusters Score -2797796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2797803.750000 Penalty: 5046.611816
	Iteration 51Q: 3 clusters Score -2797804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -2797802.500000 Penalty: 5046.611816
	Iteration 52Q: 3 clusters Score -2797802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -2797809.750000 Penalty: 5046.611816
	Iteration 53Q: 3 clusters Score -2797810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2797821.750000 Penalty: 5046.611816
	Iteration 54Q: 3 clusters Score -2797822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -2797824.250000 Penalty: 5046.611816
	Iteration 55Q: 3 clusters Score -2797824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -2797838.000000 Penalty: 5046.611816
	Iteration 56Q: 3 clusters Score -2797838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2797842.000000 Penalty: 5046.611816
	Iteration 57Q: 3 clusters Score -2797842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -2797847.250000 Penalty: 5046.611816
	Iteration 58Q: 3 clusters Score -2797847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2797854.750000 Penalty: 5046.611816
	Iteration 59Q: 3 clusters Score -2797855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2797856.250000 Penalty: 5046.611816
	Iteration 60F: 3 clusters Score -2797856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2797856.500000 Penalty: 5046.611816
	Iteration 61Q: 3 clusters Score -2797856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2797862.500000 Penalty: 5046.611816
	Iteration 62Q: 3 clusters Score -2797862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2797868.000000 Penalty: 5046.611816
	Iteration 63Q: 3 clusters Score -2797868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2797875.750000 Penalty: 5046.611816
	Iteration 64Q: 3 clusters Score -2797876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -2797877.500000 Penalty: 5046.611816
	Iteration 65Q: 3 clusters Score -2797878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2797871.750000 Penalty: 5046.611816
	Iteration 66Q: 3 clusters Score -2797872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2797878.000000 Penalty: 5046.611816
	Iteration 67Q: 3 clusters Score -2797878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -2797882.750000 Penalty: 5046.611816
	Iteration 68Q: 3 clusters Score -2797883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -2797885.000000 Penalty: 5046.611816
	Iteration 69Q: 3 clusters Score -2797885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2797888.750000 Penalty: 5046.611816
	Iteration 70Q: 3 clusters Score -2797889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2797884.250000 Penalty: 5046.611816
	Iteration 71Q: 3 clusters Score -2797884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -2797888.750000 Penalty: 5046.611816
	Iteration 72Q: 3 clusters Score -2797889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2797892.750000 Penalty: 5046.611816
	Iteration 73Q: 3 clusters Score -2797893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2797898.250000 Penalty: 5046.611816
	Iteration 74Q: 3 clusters Score -2797898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2797906.250000 Penalty: 5046.611816
	Iteration 75Q: 3 clusters Score -2797906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2797904.500000 Penalty: 5046.611816
	Iteration 76Q: 3 clusters Score -2797904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2797914.000000 Penalty: 5046.611816
	Iteration 77Q: 3 clusters Score -2797914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2797918.750000 Penalty: 5046.611816
	Iteration 78Q: 3 clusters Score -2797919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2797917.250000 Penalty: 5046.611816
	Iteration 79Q: 3 clusters Score -2797917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -2797930.750000 Penalty: 5046.611816
	Iteration 80F: 3 clusters Score -2797931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -2797930.750000 Penalty: 5046.611816
	Iteration 81Q: 3 clusters Score -2797931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2797928.750000 Penalty: 5046.611816
	Iteration 82Q: 3 clusters Score -2797929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2797928.750000 Penalty: 5046.611816
	Iteration 83Q: 3 clusters Score -2797929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -2797929.750000 Penalty: 5046.611816
	Iteration 84Q: 3 clusters Score -2797930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2797933.000000 Penalty: 5046.611816
	Iteration 85Q: 3 clusters Score -2797933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2797932.000000 Penalty: 5046.611816
	Iteration 86Q: 3 clusters Score -2797932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -2797933.250000 Penalty: 5046.611816
	Iteration 87Q: 3 clusters Score -2797933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2797931.250000 Penalty: 5046.611816
	Iteration 88Q: 3 clusters Score -2797931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2797936.000000 Penalty: 5046.611816
	Iteration 89Q: 3 clusters Score -2797936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2797938.750000 Penalty: 5046.611816
	Iteration 90Q: 3 clusters Score -2797939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2797940.250000 Penalty: 5046.611816
	Iteration 91Q: 3 clusters Score -2797940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2797940.250000 Penalty: 5046.611816
	Iteration 92F: 3 clusters Score -2797940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Entering Unmasked Estep 
Score: -779168.687500 Penalty: 2202.523193
	Iteration 0F: 2 clusters Score -779168.7 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 3558 members 
Entering Unmasked Estep 
Score: -773323.312500 Penalty: 4405.046387
	Iteration 0F: 3 clusters Score -773323.3 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -774866.062500 Penalty: 4405.046387
	Iteration 1F: 3 clusters Score -774866.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -775086.312500 Penalty: 4405.046387
	Iteration 2F: 3 clusters Score -775086.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -775226.062500 Penalty: 4405.046387
	Iteration 3Q: 3 clusters Score -775226.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -775320.562500 Penalty: 4405.046387
	Iteration 4Q: 3 clusters Score -775320.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -775396.125000 Penalty: 4405.046387
	Iteration 5Q: 3 clusters Score -775396.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -775457.875000 Penalty: 4405.046387
	Iteration 6Q: 3 clusters Score -775457.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -775522.937500 Penalty: 4405.046387
	Iteration 7Q: 3 clusters Score -775522.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -775597.187500 Penalty: 4405.046387
	Iteration 8Q: 3 clusters Score -775597.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -775676.437500 Penalty: 4405.046387
	Iteration 9Q: 3 clusters Score -775676.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -775747.812500 Penalty: 4405.046387
	Iteration 10Q: 3 clusters Score -775747.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -775817.937500 Penalty: 4405.046387
	Iteration 11Q: 3 clusters Score -775817.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -775902.000000 Penalty: 4405.046387
	Iteration 12Q: 3 clusters Score -775902 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -775989.562500 Penalty: 4405.046387
	Iteration 13Q: 3 clusters Score -775989.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -776094.625000 Penalty: 4405.046387
	Iteration 14Q: 3 clusters Score -776094.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -776201.437500 Penalty: 4405.046387
	Iteration 15Q: 3 clusters Score -776201.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -776330.062500 Penalty: 4405.046387
	Iteration 16Q: 3 clusters Score -776330.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -776463.000000 Penalty: 4405.046387
	Iteration 17Q: 3 clusters Score -776463 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -776588.187500 Penalty: 4405.046387
	Iteration 18Q: 3 clusters Score -776588.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -776709.937500 Penalty: 4405.046387
	Iteration 19Q: 3 clusters Score -776709.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -776819.000000 Penalty: 4405.046387
	Iteration 20F: 3 clusters Score -776819 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -776919.000000 Penalty: 4405.046387
	Iteration 21Q: 3 clusters Score -776919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -776992.812500 Penalty: 4405.046387
	Iteration 22Q: 3 clusters Score -776992.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -777060.125000 Penalty: 4405.046387
	Iteration 23Q: 3 clusters Score -777060.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -777098.812500 Penalty: 4405.046387
	Iteration 24Q: 3 clusters Score -777098.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -777133.250000 Penalty: 4405.046387
	Iteration 25Q: 3 clusters Score -777133.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -777155.250000 Penalty: 4405.046387
	Iteration 26Q: 3 clusters Score -777155.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -777172.312500 Penalty: 4405.046387
	Iteration 27Q: 3 clusters Score -777172.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -777188.437500 Penalty: 4405.046387
	Iteration 28Q: 3 clusters Score -777188.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -777200.062500 Penalty: 4405.046387
	Iteration 29Q: 3 clusters Score -777200.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -777211.187500 Penalty: 4405.046387
	Iteration 30Q: 3 clusters Score -777211.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -777221.062500 Penalty: 4405.046387
	Iteration 31Q: 3 clusters Score -777221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -777226.312500 Penalty: 4405.046387
	Iteration 32Q: 3 clusters Score -777226.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -777227.500000 Penalty: 4405.046387
	Iteration 33Q: 3 clusters Score -777227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -777230.750000 Penalty: 4405.046387
	Iteration 34Q: 3 clusters Score -777230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -777233.500000 Penalty: 4405.046387
	Iteration 35Q: 3 clusters Score -777233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -777234.937500 Penalty: 4405.046387
	Iteration 36Q: 3 clusters Score -777234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -777236.437500 Penalty: 4405.046387
	Iteration 37Q: 3 clusters Score -777236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -777235.250000 Penalty: 4405.046387
	Iteration 38Q: 3 clusters Score -777235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -777235.250000 Penalty: 4405.046387
	Iteration 39F: 3 clusters Score -777235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -1438732.250000 Penalty: 2366.277344
	Iteration 0F: 2 clusters Score -1438732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1428622.875000 Penalty: 4732.554688
	Iteration 0F: 3 clusters Score -1428623 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1431853.000000 Penalty: 4732.554688
	Iteration 1F: 3 clusters Score -1431853 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1432241.750000 Penalty: 4732.554688
	Iteration 2F: 3 clusters Score -1432242 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1432579.125000 Penalty: 4732.554688
	Iteration 3F: 3 clusters Score -1432579 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1432992.125000 Penalty: 4732.554688
	Iteration 4Q: 3 clusters Score -1432992 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1433583.500000 Penalty: 4732.554688
	Iteration 5F: 3 clusters Score -1433584 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1434418.500000 Penalty: 4732.554688
	Iteration 6F: 3 clusters Score -1434418 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1435395.250000 Penalty: 4732.554688
	Iteration 7F: 3 clusters Score -1435395 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1436265.750000 Penalty: 4732.554688
	Iteration 8F: 3 clusters Score -1436266 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1436922.000000 Penalty: 4732.554688
	Iteration 9F: 3 clusters Score -1436922 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1437359.125000 Penalty: 4732.554688
	Iteration 10Q: 3 clusters Score -1437359 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1437616.250000 Penalty: 4732.554688
	Iteration 11Q: 3 clusters Score -1437616 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1437743.875000 Penalty: 4732.554688
	Iteration 12Q: 3 clusters Score -1437744 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1437804.875000 Penalty: 4732.554688
	Iteration 13Q: 3 clusters Score -1437805 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1437858.500000 Penalty: 4732.554688
	Iteration 14Q: 3 clusters Score -1437858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1437892.000000 Penalty: 4732.554688
	Iteration 15Q: 3 clusters Score -1437892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1437916.125000 Penalty: 4732.554688
	Iteration 16Q: 3 clusters Score -1437916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1437925.250000 Penalty: 4732.554688
	Iteration 17Q: 3 clusters Score -1437925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1437931.500000 Penalty: 4732.554688
	Iteration 18Q: 3 clusters Score -1437932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1437938.250000 Penalty: 4732.554688
	Iteration 19Q: 3 clusters Score -1437938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1437937.500000 Penalty: 4732.554688
	Iteration 20F: 3 clusters Score -1437938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1437947.625000 Penalty: 4732.554688
	Iteration 21Q: 3 clusters Score -1437948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1437951.250000 Penalty: 4732.554688
	Iteration 22Q: 3 clusters Score -1437951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1437955.750000 Penalty: 4732.554688
	Iteration 23Q: 3 clusters Score -1437956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1437955.625000 Penalty: 4732.554688
	Iteration 24Q: 3 clusters Score -1437956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1437958.750000 Penalty: 4732.554688
	Iteration 25Q: 3 clusters Score -1437959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1437958.125000 Penalty: 4732.554688
	Iteration 26Q: 3 clusters Score -1437958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1437956.250000 Penalty: 4732.554688
	Iteration 27Q: 3 clusters Score -1437956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1437955.000000 Penalty: 4732.554688
	Iteration 28Q: 3 clusters Score -1437955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1437955.000000 Penalty: 4732.554688
	Iteration 29F: 3 clusters Score -1437955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21926 members 
Mstep: Class 7 contains 180911 members 
Mstep: Class 8 contains 214402 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 156849 members 
Mstep: Class 13 contains 8733 members 
Mstep: Class 14 contains 45479 members 
Mstep: Class 17 contains 26229 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 23 contains 13925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70066648.000000 Penalty: 39975.386719
Iteration 79Q: 13 clusters Score -7.006665e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21959 members 
Mstep: Class 7 contains 181013 members 
Mstep: Class 8 contains 214521 members 
Mstep: Class 9 contains 3512 members 
Mstep: Class 10 contains 156340 members 
Mstep: Class 13 contains 8904 members 
Mstep: Class 14 contains 45488 members 
Mstep: Class 17 contains 26287 members 
Mstep: Class 19 contains 7212 members 
Mstep: Class 23 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70067096.000000 Penalty: 39975.386719
Iteration 80F: 13 clusters Score -7.00671e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 21977 members 
Mstep: Class 7 contains 181150 members 
Mstep: Class 8 contains 214570 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 155797 members 
Mstep: Class 13 contains 9175 members 
Mstep: Class 14 contains 45496 members 
Mstep: Class 17 contains 26320 members 
Mstep: Class 19 contains 7234 members 
Mstep: Class 23 contains 13917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70067448.000000 Penalty: 39975.386719
Iteration 81Q: 13 clusters Score -7.006745e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22013 members 
Mstep: Class 7 contains 181170 members 
Mstep: Class 8 contains 214615 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 155265 members 
Mstep: Class 13 contains 9513 members 
Mstep: Class 14 contains 45500 members 
Mstep: Class 17 contains 26368 members 
Mstep: Class 19 contains 7275 members 
Mstep: Class 23 contains 13912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70067600.000000 Penalty: 39975.386719
Iteration 82Q: 13 clusters Score -7.00676e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 181189 members 
Mstep: Class 8 contains 214646 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 154710 members 
Mstep: Class 13 contains 9893 members 
Mstep: Class 14 contains 45506 members 
Mstep: Class 17 contains 26407 members 
Mstep: Class 19 contains 7318 members 
Mstep: Class 23 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70067920.000000 Penalty: 39975.386719
Iteration 83Q: 13 clusters Score -7.006792e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22052 members 
Mstep: Class 7 contains 181196 members 
Mstep: Class 8 contains 214686 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 154157 members 
Mstep: Class 13 contains 10320 members 
Mstep: Class 14 contains 45516 members 
Mstep: Class 17 contains 26434 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 23 contains 13922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70067992.000000 Penalty: 39975.386719
Iteration 84Q: 13 clusters Score -7.006799e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22054 members 
Mstep: Class 7 contains 181179 members 
Mstep: Class 8 contains 214755 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 153592 members 
Mstep: Class 13 contains 10751 members 
Mstep: Class 14 contains 45526 members 
Mstep: Class 17 contains 26466 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 23 contains 13925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70068160.000000 Penalty: 39975.386719
Iteration 85Q: 13 clusters Score -7.006816e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22065 members 
Mstep: Class 7 contains 181164 members 
Mstep: Class 8 contains 214892 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 152993 members 
Mstep: Class 13 contains 11159 members 
Mstep: Class 14 contains 45534 members 
Mstep: Class 17 contains 26480 members 
Mstep: Class 19 contains 7406 members 
Mstep: Class 23 contains 13933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70068472.000000 Penalty: 39975.386719
Iteration 86Q: 13 clusters Score -7.006847e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22073 members 
Mstep: Class 7 contains 181131 members 
Mstep: Class 8 contains 215025 members 
Mstep: Class 9 contains 3530 members 
Mstep: Class 10 contains 152417 members 
Mstep: Class 13 contains 11541 members 
Mstep: Class 14 contains 45545 members 
Mstep: Class 17 contains 26507 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 23 contains 13955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70068480.000000 Penalty: 39975.386719
Iteration 87Q: 13 clusters Score -7.006848e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22087 members 
Mstep: Class 7 contains 181111 members 
Mstep: Class 8 contains 215183 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 151825 members 
Mstep: Class 13 contains 11901 members 
Mstep: Class 14 contains 45556 members 
Mstep: Class 17 contains 26531 members 
Mstep: Class 19 contains 7468 members 
Mstep: Class 23 contains 13959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70068488.000000 Penalty: 39975.386719
Iteration 88Q: 13 clusters Score -7.006849e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22096 members 
Mstep: Class 7 contains 181124 members 
Mstep: Class 8 contains 215295 members 
Mstep: Class 9 contains 3536 members 
Mstep: Class 10 contains 151288 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 45565 members 
Mstep: Class 17 contains 26553 members 
Mstep: Class 19 contains 7492 members 
Mstep: Class 23 contains 13964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70068704.000000 Penalty: 39975.386719
Iteration 89Q: 13 clusters Score -7.00687e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22095 members 
Mstep: Class 7 contains 181103 members 
Mstep: Class 8 contains 215407 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 150742 members 
Mstep: Class 13 contains 12623 members 
Mstep: Class 14 contains 45575 members 
Mstep: Class 17 contains 26587 members 
Mstep: Class 19 contains 7525 members 
Mstep: Class 23 contains 13960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70068792.000000 Penalty: 39975.386719
Iteration 90Q: 13 clusters Score -7.006879e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22103 members 
Mstep: Class 7 contains 181099 members 
Mstep: Class 8 contains 215521 members 
Mstep: Class 9 contains 3539 members 
Mstep: Class 10 contains 150150 members 
Mstep: Class 13 contains 13020 members 
Mstep: Class 14 contains 45584 members 
Mstep: Class 17 contains 26628 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 23 contains 13958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70068912.000000 Penalty: 39975.386719
Iteration 91Q: 13 clusters Score -7.006891e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22114 members 
Mstep: Class 7 contains 181108 members 
Mstep: Class 8 contains 215611 members 
Mstep: Class 9 contains 3540 members 
Mstep: Class 10 contains 149597 members 
Mstep: Class 13 contains 13396 members 
Mstep: Class 14 contains 45585 members 
Mstep: Class 17 contains 26673 members 
Mstep: Class 19 contains 7573 members 
Mstep: Class 23 contains 13956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069176.000000 Penalty: 39975.386719
Iteration 92Q: 13 clusters Score -7.006918e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22127 members 
Mstep: Class 7 contains 181135 members 
Mstep: Class 8 contains 215687 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 149021 members 
Mstep: Class 13 contains 13771 members 
Mstep: Class 14 contains 45591 members 
Mstep: Class 17 contains 26711 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 23 contains 13958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069104.000000 Penalty: 39975.386719
Iteration 93Q: 13 clusters Score -7.00691e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22136 members 
Mstep: Class 7 contains 181200 members 
Mstep: Class 8 contains 215756 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 148440 members 
Mstep: Class 13 contains 14149 members 
Mstep: Class 14 contains 45599 members 
Mstep: Class 17 contains 26739 members 
Mstep: Class 19 contains 7633 members 
Mstep: Class 23 contains 13959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069128.000000 Penalty: 39975.386719
Iteration 94Q: 13 clusters Score -7.006913e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22150 members 
Mstep: Class 7 contains 181242 members 
Mstep: Class 8 contains 215819 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 147857 members 
Mstep: Class 13 contains 14516 members 
Mstep: Class 14 contains 45615 members 
Mstep: Class 17 contains 26779 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 23 contains 13954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069240.000000 Penalty: 39975.386719
Iteration 95Q: 13 clusters Score -7.006924e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22165 members 
Mstep: Class 7 contains 181310 members 
Mstep: Class 8 contains 215870 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 147270 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 45616 members 
Mstep: Class 17 contains 26817 members 
Mstep: Class 19 contains 7712 members 
Mstep: Class 23 contains 13954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069176.000000 Penalty: 39975.386719
Iteration 96Q: 13 clusters Score -7.006918e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22184 members 
Mstep: Class 7 contains 181387 members 
Mstep: Class 8 contains 215890 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 146754 members 
Mstep: Class 13 contains 15239 members 
Mstep: Class 14 contains 45610 members 
Mstep: Class 17 contains 26848 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 23 contains 13953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069232.000000 Penalty: 39975.386719
Iteration 97Q: 13 clusters Score -7.006923e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22195 members 
Mstep: Class 7 contains 181449 members 
Mstep: Class 8 contains 215945 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 146203 members 
Mstep: Class 13 contains 15588 members 
Mstep: Class 14 contains 45603 members 
Mstep: Class 17 contains 26894 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 23 contains 13949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069256.000000 Penalty: 39975.386719
Iteration 98Q: 13 clusters Score -7.006926e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22211 members 
Mstep: Class 7 contains 181538 members 
Mstep: Class 8 contains 215965 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 145672 members 
Mstep: Class 13 contains 15939 members 
Mstep: Class 14 contains 45597 members 
Mstep: Class 17 contains 26923 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 23 contains 13948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069224.000000 Penalty: 39975.386719
Iteration 99Q: 13 clusters Score -7.006922e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22229 members 
Mstep: Class 7 contains 181633 members 
Mstep: Class 8 contains 216012 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 145146 members 
Mstep: Class 13 contains 16238 members 
Mstep: Class 14 contains 45592 members 
Mstep: Class 17 contains 26964 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 23 contains 13942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069448.000000 Penalty: 39975.386719
Iteration 100F: 13 clusters Score -7.006945e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22244 members 
Mstep: Class 7 contains 181744 members 
Mstep: Class 8 contains 216064 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 144599 members 
Mstep: Class 13 contains 16544 members 
Mstep: Class 14 contains 45594 members 
Mstep: Class 17 contains 27005 members 
Mstep: Class 19 contains 7885 members 
Mstep: Class 23 contains 13932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069296.000000 Penalty: 39975.386719
Iteration 101Q: 13 clusters Score -7.00693e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22252 members 
Mstep: Class 7 contains 181827 members 
Mstep: Class 8 contains 216094 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 144082 members 
Mstep: Class 13 contains 16876 members 
Mstep: Class 14 contains 45590 members 
Mstep: Class 17 contains 27032 members 
Mstep: Class 19 contains 7927 members 
Mstep: Class 23 contains 13931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069432.000000 Penalty: 39975.386719
Iteration 102Q: 13 clusters Score -7.006943e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22272 members 
Mstep: Class 7 contains 181920 members 
Mstep: Class 8 contains 216123 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 143583 members 
Mstep: Class 13 contains 17173 members 
Mstep: Class 14 contains 45587 members 
Mstep: Class 17 contains 27054 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 23 contains 13929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069488.000000 Penalty: 39975.386719
Iteration 103Q: 13 clusters Score -7.006949e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22283 members 
Mstep: Class 7 contains 181982 members 
Mstep: Class 8 contains 216163 members 
Mstep: Class 9 contains 3542 members 
Mstep: Class 10 contains 143123 members 
Mstep: Class 13 contains 17455 members 
Mstep: Class 14 contains 45578 members 
Mstep: Class 17 contains 27081 members 
Mstep: Class 19 contains 8013 members 
Mstep: Class 23 contains 13932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069712.000000 Penalty: 39975.386719
Iteration 104Q: 13 clusters Score -7.006971e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22293 members 
Mstep: Class 7 contains 182073 members 
Mstep: Class 8 contains 216209 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 142662 members 
Mstep: Class 13 contains 17732 members 
Mstep: Class 14 contains 45563 members 
Mstep: Class 17 contains 27098 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 23 contains 13931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069912.000000 Penalty: 39975.386719
Iteration 105Q: 13 clusters Score -7.006991e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22303 members 
Mstep: Class 7 contains 182161 members 
Mstep: Class 8 contains 216225 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 142250 members 
Mstep: Class 13 contains 17989 members 
Mstep: Class 14 contains 45553 members 
Mstep: Class 17 contains 27107 members 
Mstep: Class 19 contains 8087 members 
Mstep: Class 23 contains 13933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069832.000000 Penalty: 39975.386719
Iteration 106Q: 13 clusters Score -7.006983e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22312 members 
Mstep: Class 7 contains 182238 members 
Mstep: Class 8 contains 216226 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 141878 members 
Mstep: Class 13 contains 18216 members 
Mstep: Class 14 contains 45549 members 
Mstep: Class 17 contains 27123 members 
Mstep: Class 19 contains 8139 members 
Mstep: Class 23 contains 13927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069856.000000 Penalty: 39975.386719
Iteration 107Q: 13 clusters Score -7.006986e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22317 members 
Mstep: Class 7 contains 182271 members 
Mstep: Class 8 contains 216260 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 141572 members 
Mstep: Class 13 contains 18392 members 
Mstep: Class 14 contains 45542 members 
Mstep: Class 17 contains 27145 members 
Mstep: Class 19 contains 8181 members 
Mstep: Class 23 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070008.000000 Penalty: 39975.386719
Iteration 108Q: 13 clusters Score -7.007001e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22318 members 
Mstep: Class 7 contains 182320 members 
Mstep: Class 8 contains 216271 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 141284 members 
Mstep: Class 13 contains 18563 members 
Mstep: Class 14 contains 45530 members 
Mstep: Class 17 contains 27162 members 
Mstep: Class 19 contains 8227 members 
Mstep: Class 23 contains 13932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070136.000000 Penalty: 39975.386719
Iteration 109Q: 13 clusters Score -7.007014e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22332 members 
Mstep: Class 7 contains 182362 members 
Mstep: Class 8 contains 216271 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 141026 members 
Mstep: Class 13 contains 18732 members 
Mstep: Class 14 contains 45517 members 
Mstep: Class 17 contains 27168 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 23 contains 13931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070064.000000 Penalty: 39975.386719
Iteration 110Q: 13 clusters Score -7.007006e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22337 members 
Mstep: Class 7 contains 182390 members 
Mstep: Class 8 contains 216263 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 140799 members 
Mstep: Class 13 contains 18885 members 
Mstep: Class 14 contains 45508 members 
Mstep: Class 17 contains 27182 members 
Mstep: Class 19 contains 8311 members 
Mstep: Class 23 contains 13932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070120.000000 Penalty: 39975.386719
Iteration 111Q: 13 clusters Score -7.007012e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22343 members 
Mstep: Class 7 contains 182378 members 
Mstep: Class 8 contains 216260 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 140605 members 
Mstep: Class 13 contains 19027 members 
Mstep: Class 14 contains 45505 members 
Mstep: Class 17 contains 27191 members 
Mstep: Class 19 contains 8369 members 
Mstep: Class 23 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070112.000000 Penalty: 39975.386719
Iteration 112Q: 13 clusters Score -7.007011e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22350 members 
Mstep: Class 7 contains 182351 members 
Mstep: Class 8 contains 216266 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 140439 members 
Mstep: Class 13 contains 19159 members 
Mstep: Class 14 contains 45486 members 
Mstep: Class 17 contains 27196 members 
Mstep: Class 19 contains 8432 members 
Mstep: Class 23 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070256.000000 Penalty: 39975.386719
Iteration 113Q: 13 clusters Score -7.007026e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22360 members 
Mstep: Class 7 contains 182295 members 
Mstep: Class 8 contains 216258 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 140322 members 
Mstep: Class 13 contains 19273 members 
Mstep: Class 14 contains 45476 members 
Mstep: Class 17 contains 27206 members 
Mstep: Class 19 contains 8498 members 
Mstep: Class 23 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070272.000000 Penalty: 39975.386719
Iteration 114Q: 13 clusters Score -7.007027e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22366 members 
Mstep: Class 7 contains 182223 members 
Mstep: Class 8 contains 216263 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 140220 members 
Mstep: Class 13 contains 19380 members 
Mstep: Class 14 contains 45467 members 
Mstep: Class 17 contains 27217 members 
Mstep: Class 19 contains 8567 members 
Mstep: Class 23 contains 13904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070240.000000 Penalty: 39975.386719
Iteration 115Q: 13 clusters Score -7.007024e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22368 members 
Mstep: Class 7 contains 182159 members 
Mstep: Class 8 contains 216282 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 140111 members 
Mstep: Class 13 contains 19469 members 
Mstep: Class 14 contains 45458 members 
Mstep: Class 17 contains 27216 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 23 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070200.000000 Penalty: 39975.386719
Iteration 116Q: 13 clusters Score -7.00702e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22379 members 
Mstep: Class 7 contains 182120 members 
Mstep: Class 8 contains 216268 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 140021 members 
Mstep: Class 13 contains 19542 members 
Mstep: Class 14 contains 45461 members 
Mstep: Class 17 contains 27223 members 
Mstep: Class 19 contains 8702 members 
Mstep: Class 23 contains 13891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070176.000000 Penalty: 39975.386719
Iteration 117Q: 13 clusters Score -7.007018e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 182075 members 
Mstep: Class 8 contains 216264 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139930 members 
Mstep: Class 13 contains 19607 members 
Mstep: Class 14 contains 45462 members 
Mstep: Class 17 contains 27228 members 
Mstep: Class 19 contains 8765 members 
Mstep: Class 23 contains 13891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070208.000000 Penalty: 39975.386719
Iteration 118Q: 13 clusters Score -7.007021e+07 nChanged 527
Entering ConstructFrom: 
Score: -70070208.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -170381.531250 Penalty: 1872.563965
	Iteration 0F: 2 clusters Score -170381.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -167891.296875 Penalty: 3745.127930
	Iteration 0F: 3 clusters Score -167891.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -168724.375000 Penalty: 3745.127930
	Iteration 1F: 3 clusters Score -168724.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -169383.984375 Penalty: 3745.127930
	Iteration 2F: 3 clusters Score -169384 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -169909.531250 Penalty: 3745.127930
	Iteration 3F: 3 clusters Score -169909.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -170104.734375 Penalty: 3745.127930
	Iteration 4F: 3 clusters Score -170104.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -170223.578125 Penalty: 3745.127930
	Iteration 5Q: 3 clusters Score -170223.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -170283.640625 Penalty: 3745.127930
	Iteration 6Q: 3 clusters Score -170283.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -170326.015625 Penalty: 3745.127930
	Iteration 7Q: 3 clusters Score -170326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -170366.765625 Penalty: 3745.127930
	Iteration 8Q: 3 clusters Score -170366.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -170409.265625 Penalty: 3745.127930
	Iteration 9Q: 3 clusters Score -170409.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -170464.343750 Penalty: 3745.127930
	Iteration 10Q: 3 clusters Score -170464.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -170561.703125 Penalty: 3745.127930
	Iteration 11Q: 3 clusters Score -170561.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -170605.609375 Penalty: 3745.127930
	Iteration 12Q: 3 clusters Score -170605.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -170616.468750 Penalty: 3745.127930
	Iteration 13Q: 3 clusters Score -170616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -170620.484375 Penalty: 3745.127930
	Iteration 14Q: 3 clusters Score -170620.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -170622.359375 Penalty: 3745.127930
	Iteration 15Q: 3 clusters Score -170622.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -170624.750000 Penalty: 3745.127930
	Iteration 16Q: 3 clusters Score -170624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -170625.968750 Penalty: 3745.127930
	Iteration 17Q: 3 clusters Score -170626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -170629.687500 Penalty: 3745.127930
	Iteration 18F: 3 clusters Score -170629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -170634.281250 Penalty: 3745.127930
	Iteration 19Q: 3 clusters Score -170634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -170637.140625 Penalty: 3745.127930
	Iteration 20F: 3 clusters Score -170637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 1286 members 
Mstep: Class 6 contains 22398 members 
Mstep: Class 7 contains 182029 members 
Mstep: Class 8 contains 216213 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139885 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 45454 members 
Mstep: Class 17 contains 27237 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 23 contains 13893 members 
Entering Unmasked Estep 
Score: -70068912.000000 Penalty: 43306.667969
Splitting cluster 1 changes total score from -70070208.000000 to -70068912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -74112.226562 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -74112.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72369.109375 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -72369.11 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72614.406250 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -72614.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72749.976562 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -72749.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72848.375000 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -72848.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73062.539062 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -73062.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73234.671875 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -73234.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73304.945312 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -73304.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73364.734375 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -73364.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73423.843750 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -73423.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73453.273438 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -73453.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73471.335938 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -73471.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73485.976562 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -73485.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -73509.648438 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -73509.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -73524.796875 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -73524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -73541.375000 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -73541.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -73560.523438 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -73560.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -73583.265625 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -73583.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -73598.828125 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -73598.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73612.726562 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -73612.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -73623.242188 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -73623.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73628.609375 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -73628.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73636.023438 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -73636.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -73636.507812 Penalty: 3322.340820
	Iteration 22Q: 3 clusters Score -73636.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73638.812500 Penalty: 3322.340820
	Iteration 23Q: 3 clusters Score -73638.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73638.812500 Penalty: 3322.340820
	Iteration 24F: 3 clusters Score -73638.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Entering Unmasked Estep 
Score: -2379845.500000 Penalty: 2484.148193
	Iteration 0F: 2 clusters Score -2379846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2364292.000000 Penalty: 4968.296387
	Iteration 0F: 3 clusters Score -2364292 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2369704.750000 Penalty: 4968.296387
	Iteration 1F: 3 clusters Score -2369705 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2370235.750000 Penalty: 4968.296387
	Iteration 2F: 3 clusters Score -2370236 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2370727.750000 Penalty: 4968.296387
	Iteration 3Q: 3 clusters Score -2370728 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2371247.750000 Penalty: 4968.296387
	Iteration 4Q: 3 clusters Score -2371248 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2371814.500000 Penalty: 4968.296387
	Iteration 5Q: 3 clusters Score -2371814 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2372455.000000 Penalty: 4968.296387
	Iteration 6Q: 3 clusters Score -2372455 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2373205.000000 Penalty: 4968.296387
	Iteration 7Q: 3 clusters Score -2373205 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -2373919.000000 Penalty: 4968.296387
	Iteration 8Q: 3 clusters Score -2373919 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2374578.000000 Penalty: 4968.296387
	Iteration 9Q: 3 clusters Score -2374578 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2375076.000000 Penalty: 4968.296387
	Iteration 10Q: 3 clusters Score -2375076 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2375381.500000 Penalty: 4968.296387
	Iteration 11Q: 3 clusters Score -2375382 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2375569.750000 Penalty: 4968.296387
	Iteration 12Q: 3 clusters Score -2375570 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2375685.000000 Penalty: 4968.296387
	Iteration 13Q: 3 clusters Score -2375685 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2375782.500000 Penalty: 4968.296387
	Iteration 14Q: 3 clusters Score -2375782 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2375841.250000 Penalty: 4968.296387
	Iteration 15Q: 3 clusters Score -2375841 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2375889.000000 Penalty: 4968.296387
	Iteration 16Q: 3 clusters Score -2375889 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2375917.000000 Penalty: 4968.296387
	Iteration 17Q: 3 clusters Score -2375917 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2375942.500000 Penalty: 4968.296387
	Iteration 18Q: 3 clusters Score -2375942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2375963.000000 Penalty: 4968.296387
	Iteration 19Q: 3 clusters Score -2375963 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2375983.000000 Penalty: 4968.296387
	Iteration 20F: 3 clusters Score -2375983 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2376007.250000 Penalty: 4968.296387
	Iteration 21Q: 3 clusters Score -2376007 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2376026.500000 Penalty: 4968.296387
	Iteration 22Q: 3 clusters Score -2376026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2376038.250000 Penalty: 4968.296387
	Iteration 23Q: 3 clusters Score -2376038 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2376051.250000 Penalty: 4968.296387
	Iteration 24Q: 3 clusters Score -2376051 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2376069.250000 Penalty: 4968.296387
	Iteration 25Q: 3 clusters Score -2376069 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2376084.250000 Penalty: 4968.296387
	Iteration 26Q: 3 clusters Score -2376084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2376108.000000 Penalty: 4968.296387
	Iteration 27Q: 3 clusters Score -2376108 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2376131.500000 Penalty: 4968.296387
	Iteration 28Q: 3 clusters Score -2376132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2376165.250000 Penalty: 4968.296387
	Iteration 29Q: 3 clusters Score -2376165 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2376169.000000 Penalty: 4968.296387
	Iteration 30Q: 3 clusters Score -2376169 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2376187.750000 Penalty: 4968.296387
	Iteration 31Q: 3 clusters Score -2376188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2376211.750000 Penalty: 4968.296387
	Iteration 32Q: 3 clusters Score -2376212 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2376231.500000 Penalty: 4968.296387
	Iteration 33Q: 3 clusters Score -2376232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2376244.000000 Penalty: 4968.296387
	Iteration 34Q: 3 clusters Score -2376244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2376273.750000 Penalty: 4968.296387
	Iteration 35Q: 3 clusters Score -2376274 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2376303.750000 Penalty: 4968.296387
	Iteration 36Q: 3 clusters Score -2376304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2376330.000000 Penalty: 4968.296387
	Iteration 37Q: 3 clusters Score -2376330 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2376366.000000 Penalty: 4968.296387
	Iteration 38Q: 3 clusters Score -2376366 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2376390.250000 Penalty: 4968.296387
	Iteration 39Q: 3 clusters Score -2376390 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2376420.250000 Penalty: 4968.296387
	Iteration 40F: 3 clusters Score -2376420 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2376446.250000 Penalty: 4968.296387
	Iteration 41Q: 3 clusters Score -2376446 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2376470.500000 Penalty: 4968.296387
	Iteration 42Q: 3 clusters Score -2376470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2376494.750000 Penalty: 4968.296387
	Iteration 43Q: 3 clusters Score -2376495 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2376520.250000 Penalty: 4968.296387
	Iteration 44Q: 3 clusters Score -2376520 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2376540.750000 Penalty: 4968.296387
	Iteration 45Q: 3 clusters Score -2376541 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2376563.500000 Penalty: 4968.296387
	Iteration 46Q: 3 clusters Score -2376564 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2376588.000000 Penalty: 4968.296387
	Iteration 47Q: 3 clusters Score -2376588 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2376615.750000 Penalty: 4968.296387
	Iteration 48Q: 3 clusters Score -2376616 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2376648.000000 Penalty: 4968.296387
	Iteration 49Q: 3 clusters Score -2376648 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2376691.750000 Penalty: 4968.296387
	Iteration 50Q: 3 clusters Score -2376692 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2376719.250000 Penalty: 4968.296387
	Iteration 51Q: 3 clusters Score -2376719 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2376747.500000 Penalty: 4968.296387
	Iteration 52Q: 3 clusters Score -2376748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2376774.000000 Penalty: 4968.296387
	Iteration 53Q: 3 clusters Score -2376774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2376813.000000 Penalty: 4968.296387
	Iteration 54Q: 3 clusters Score -2376813 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2376856.500000 Penalty: 4968.296387
	Iteration 55Q: 3 clusters Score -2376856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2376896.250000 Penalty: 4968.296387
	Iteration 56Q: 3 clusters Score -2376896 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2376947.000000 Penalty: 4968.296387
	Iteration 57Q: 3 clusters Score -2376947 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2376975.750000 Penalty: 4968.296387
	Iteration 58Q: 3 clusters Score -2376976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2377000.000000 Penalty: 4968.296387
	Iteration 59Q: 3 clusters Score -2377000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2377024.750000 Penalty: 4968.296387
	Iteration 60F: 3 clusters Score -2377025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2377051.500000 Penalty: 4968.296387
	Iteration 61Q: 3 clusters Score -2377052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2377083.000000 Penalty: 4968.296387
	Iteration 62Q: 3 clusters Score -2377083 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2377117.750000 Penalty: 4968.296387
	Iteration 63Q: 3 clusters Score -2377118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2377155.500000 Penalty: 4968.296387
	Iteration 64Q: 3 clusters Score -2377156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2377193.750000 Penalty: 4968.296387
	Iteration 65Q: 3 clusters Score -2377194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2377226.500000 Penalty: 4968.296387
	Iteration 66Q: 3 clusters Score -2377226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2377256.750000 Penalty: 4968.296387
	Iteration 67Q: 3 clusters Score -2377257 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2377281.750000 Penalty: 4968.296387
	Iteration 68Q: 3 clusters Score -2377282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2377311.250000 Penalty: 4968.296387
	Iteration 69Q: 3 clusters Score -2377311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2377343.500000 Penalty: 4968.296387
	Iteration 70Q: 3 clusters Score -2377344 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2377396.500000 Penalty: 4968.296387
	Iteration 71Q: 3 clusters Score -2377396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2377415.000000 Penalty: 4968.296387
	Iteration 72Q: 3 clusters Score -2377415 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2377447.750000 Penalty: 4968.296387
	Iteration 73Q: 3 clusters Score -2377448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2377474.750000 Penalty: 4968.296387
	Iteration 74Q: 3 clusters Score -2377475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2377493.500000 Penalty: 4968.296387
	Iteration 75Q: 3 clusters Score -2377494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2377518.000000 Penalty: 4968.296387
	Iteration 76Q: 3 clusters Score -2377518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2377537.250000 Penalty: 4968.296387
	Iteration 77Q: 3 clusters Score -2377537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2377558.500000 Penalty: 4968.296387
	Iteration 78Q: 3 clusters Score -2377558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2377580.750000 Penalty: 4968.296387
	Iteration 79Q: 3 clusters Score -2377581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2377594.000000 Penalty: 4968.296387
	Iteration 80F: 3 clusters Score -2377594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2377616.000000 Penalty: 4968.296387
	Iteration 81Q: 3 clusters Score -2377616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2377627.500000 Penalty: 4968.296387
	Iteration 82Q: 3 clusters Score -2377628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2377640.000000 Penalty: 4968.296387
	Iteration 83Q: 3 clusters Score -2377640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2377655.500000 Penalty: 4968.296387
	Iteration 84Q: 3 clusters Score -2377656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2377668.000000 Penalty: 4968.296387
	Iteration 85Q: 3 clusters Score -2377668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2377675.250000 Penalty: 4968.296387
	Iteration 86Q: 3 clusters Score -2377675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2377693.000000 Penalty: 4968.296387
	Iteration 87Q: 3 clusters Score -2377693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2377694.500000 Penalty: 4968.296387
	Iteration 88Q: 3 clusters Score -2377694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2377699.250000 Penalty: 4968.296387
	Iteration 89Q: 3 clusters Score -2377699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2377712.500000 Penalty: 4968.296387
	Iteration 90Q: 3 clusters Score -2377712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2377715.750000 Penalty: 4968.296387
	Iteration 91Q: 3 clusters Score -2377716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2377720.500000 Penalty: 4968.296387
	Iteration 92Q: 3 clusters Score -2377720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2377729.500000 Penalty: 4968.296387
	Iteration 93Q: 3 clusters Score -2377730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2377736.500000 Penalty: 4968.296387
	Iteration 94Q: 3 clusters Score -2377736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2377742.000000 Penalty: 4968.296387
	Iteration 95Q: 3 clusters Score -2377742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2377743.750000 Penalty: 4968.296387
	Iteration 96Q: 3 clusters Score -2377744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2377748.250000 Penalty: 4968.296387
	Iteration 97Q: 3 clusters Score -2377748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2377756.250000 Penalty: 4968.296387
	Iteration 98Q: 3 clusters Score -2377756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2377764.750000 Penalty: 4968.296387
	Iteration 99Q: 3 clusters Score -2377765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2377771.500000 Penalty: 4968.296387
	Iteration 100F: 3 clusters Score -2377772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2377777.000000 Penalty: 4968.296387
	Iteration 101Q: 3 clusters Score -2377777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2377780.250000 Penalty: 4968.296387
	Iteration 102Q: 3 clusters Score -2377780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2377789.500000 Penalty: 4968.296387
	Iteration 103Q: 3 clusters Score -2377790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2377793.250000 Penalty: 4968.296387
	Iteration 104Q: 3 clusters Score -2377793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2377799.750000 Penalty: 4968.296387
	Iteration 105Q: 3 clusters Score -2377800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2377801.750000 Penalty: 4968.296387
	Iteration 106Q: 3 clusters Score -2377802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2377800.500000 Penalty: 4968.296387
	Iteration 107Q: 3 clusters Score -2377800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2377805.000000 Penalty: 4968.296387
	Iteration 108Q: 3 clusters Score -2377805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2377806.750000 Penalty: 4968.296387
	Iteration 109Q: 3 clusters Score -2377807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2377809.250000 Penalty: 4968.296387
	Iteration 110Q: 3 clusters Score -2377809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2377812.750000 Penalty: 4968.296387
	Iteration 111Q: 3 clusters Score -2377813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2377811.000000 Penalty: 4968.296387
	Iteration 112Q: 3 clusters Score -2377811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2377812.000000 Penalty: 4968.296387
	Iteration 113Q: 3 clusters Score -2377812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2377812.000000 Penalty: 4968.296387
	Iteration 114F: 3 clusters Score -2377812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (182029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182029 members 
Entering Unmasked Estep 
Score: -19012384.000000 Penalty: 3003.756592
	Iteration 0F: 2 clusters Score -1.901238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -18894068.000000 Penalty: 6007.513184
	Iteration 0F: 3 clusters Score -1.889407e+07 nChanged 87379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -18945232.000000 Penalty: 6007.513184
	Iteration 1F: 3 clusters Score -1.894523e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 91643 members 
Entering Unmasked Estep 
Score: -18946746.000000 Penalty: 6007.513184
	Iteration 2Q: 3 clusters Score -1.894675e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -18948758.000000 Penalty: 6007.513184
	Iteration 3Q: 3 clusters Score -1.894876e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -18951512.000000 Penalty: 6007.513184
	Iteration 4Q: 3 clusters Score -1.895151e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87680 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -18955082.000000 Penalty: 6007.513184
	Iteration 5Q: 3 clusters Score -1.895508e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 96289 members 
Entering Unmasked Estep 
Score: -18959772.000000 Penalty: 6007.513184
	Iteration 6F: 3 clusters Score -1.895977e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -18965892.000000 Penalty: 6007.513184
	Iteration 7F: 3 clusters Score -1.896589e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79958 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -18973670.000000 Penalty: 6007.513184
	Iteration 8F: 3 clusters Score -1.897367e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -18981582.000000 Penalty: 6007.513184
	Iteration 9F: 3 clusters Score -1.898158e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73782 members 
Mstep: Class 2 contains 108247 members 
Entering Unmasked Estep 
Score: -18987046.000000 Penalty: 6007.513184
	Iteration 10F: 3 clusters Score -1.898705e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -18989668.000000 Penalty: 6007.513184
	Iteration 11Q: 3 clusters Score -1.898967e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 113273 members 
Entering Unmasked Estep 
Score: -18990984.000000 Penalty: 6007.513184
	Iteration 12Q: 3 clusters Score -1.899098e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -18991964.000000 Penalty: 6007.513184
	Iteration 13Q: 3 clusters Score -1.899196e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -18992876.000000 Penalty: 6007.513184
	Iteration 14Q: 3 clusters Score -1.899288e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 121348 members 
Entering Unmasked Estep 
Score: -18993916.000000 Penalty: 6007.513184
	Iteration 15Q: 3 clusters Score -1.899392e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 124170 members 
Entering Unmasked Estep 
Score: -18995006.000000 Penalty: 6007.513184
	Iteration 16Q: 3 clusters Score -1.899501e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 126897 members 
Entering Unmasked Estep 
Score: -18996202.000000 Penalty: 6007.513184
	Iteration 17Q: 3 clusters Score -1.89962e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 129629 members 
Entering Unmasked Estep 
Score: -18997480.000000 Penalty: 6007.513184
	Iteration 18Q: 3 clusters Score -1.899748e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 132252 members 
Entering Unmasked Estep 
Score: -18998478.000000 Penalty: 6007.513184
	Iteration 19Q: 3 clusters Score -1.899848e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 134796 members 
Entering Unmasked Estep 
Score: -18999452.000000 Penalty: 6007.513184
	Iteration 20F: 3 clusters Score -1.899945e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 137175 members 
Entering Unmasked Estep 
Score: -19000348.000000 Penalty: 6007.513184
	Iteration 21Q: 3 clusters Score -1.900035e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 139412 members 
Entering Unmasked Estep 
Score: -19000980.000000 Penalty: 6007.513184
	Iteration 22Q: 3 clusters Score -1.900098e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 141494 members 
Entering Unmasked Estep 
Score: -19001608.000000 Penalty: 6007.513184
	Iteration 23Q: 3 clusters Score -1.900161e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 143517 members 
Entering Unmasked Estep 
Score: -19002198.000000 Penalty: 6007.513184
	Iteration 24Q: 3 clusters Score -1.90022e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 145444 members 
Entering Unmasked Estep 
Score: -19002738.000000 Penalty: 6007.513184
	Iteration 25Q: 3 clusters Score -1.900274e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 147320 members 
Entering Unmasked Estep 
Score: -19003152.000000 Penalty: 6007.513184
	Iteration 26Q: 3 clusters Score -1.900315e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -19003508.000000 Penalty: 6007.513184
	Iteration 27Q: 3 clusters Score -1.900351e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 150575 members 
Entering Unmasked Estep 
Score: -19003898.000000 Penalty: 6007.513184
	Iteration 28Q: 3 clusters Score -1.90039e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 152074 members 
Entering Unmasked Estep 
Score: -19004246.000000 Penalty: 6007.513184
	Iteration 29Q: 3 clusters Score -1.900425e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -19004538.000000 Penalty: 6007.513184
	Iteration 30Q: 3 clusters Score -1.900454e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 155024 members 
Entering Unmasked Estep 
Score: -19004858.000000 Penalty: 6007.513184
	Iteration 31Q: 3 clusters Score -1.900486e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -19005336.000000 Penalty: 6007.513184
	Iteration 32Q: 3 clusters Score -1.900534e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -19005784.000000 Penalty: 6007.513184
	Iteration 33Q: 3 clusters Score -1.900578e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 159220 members 
Entering Unmasked Estep 
Score: -19006230.000000 Penalty: 6007.513184
	Iteration 34Q: 3 clusters Score -1.900623e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 160567 members 
Entering Unmasked Estep 
Score: -19006522.000000 Penalty: 6007.513184
	Iteration 35Q: 3 clusters Score -1.900652e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 161906 members 
Entering Unmasked Estep 
Score: -19006850.000000 Penalty: 6007.513184
	Iteration 36Q: 3 clusters Score -1.900685e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 163262 members 
Entering Unmasked Estep 
Score: -19007238.000000 Penalty: 6007.513184
	Iteration 37Q: 3 clusters Score -1.900724e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 164572 members 
Entering Unmasked Estep 
Score: -19007684.000000 Penalty: 6007.513184
	Iteration 38Q: 3 clusters Score -1.900768e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 165839 members 
Entering Unmasked Estep 
Score: -19008088.000000 Penalty: 6007.513184
	Iteration 39Q: 3 clusters Score -1.900809e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 167010 members 
Entering Unmasked Estep 
Score: -19008456.000000 Penalty: 6007.513184
	Iteration 40F: 3 clusters Score -1.900846e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 168151 members 
Entering Unmasked Estep 
Score: -19008748.000000 Penalty: 6007.513184
	Iteration 41Q: 3 clusters Score -1.900875e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -19008970.000000 Penalty: 6007.513184
	Iteration 42Q: 3 clusters Score -1.900897e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -19009208.000000 Penalty: 6007.513184
	Iteration 43Q: 3 clusters Score -1.900921e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 171217 members 
Entering Unmasked Estep 
Score: -19009506.000000 Penalty: 6007.513184
	Iteration 44Q: 3 clusters Score -1.900951e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -19009676.000000 Penalty: 6007.513184
	Iteration 45Q: 3 clusters Score -1.900968e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 172896 members 
Entering Unmasked Estep 
Score: -19009808.000000 Penalty: 6007.513184
	Iteration 46Q: 3 clusters Score -1.900981e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -19009938.000000 Penalty: 6007.513184
	Iteration 47Q: 3 clusters Score -1.900994e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 174231 members 
Entering Unmasked Estep 
Score: -19010088.000000 Penalty: 6007.513184
	Iteration 48Q: 3 clusters Score -1.901009e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 174775 members 
Entering Unmasked Estep 
Score: -19010176.000000 Penalty: 6007.513184
	Iteration 49Q: 3 clusters Score -1.901018e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 175253 members 
Entering Unmasked Estep 
Score: -19010174.000000 Penalty: 6007.513184
	Iteration 50Q: 3 clusters Score -1.901017e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 175725 members 
Entering Unmasked Estep 
Score: -19010266.000000 Penalty: 6007.513184
	Iteration 51Q: 3 clusters Score -1.901027e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 176145 members 
Entering Unmasked Estep 
Score: -19010320.000000 Penalty: 6007.513184
	Iteration 52Q: 3 clusters Score -1.901032e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 176535 members 
Entering Unmasked Estep 
Score: -19010392.000000 Penalty: 6007.513184
	Iteration 53Q: 3 clusters Score -1.901039e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 176893 members 
Entering Unmasked Estep 
Score: -19010512.000000 Penalty: 6007.513184
	Iteration 54Q: 3 clusters Score -1.901051e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 177186 members 
Entering Unmasked Estep 
Score: -19010594.000000 Penalty: 6007.513184
	Iteration 55Q: 3 clusters Score -1.901059e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 177461 members 
Entering Unmasked Estep 
Score: -19010634.000000 Penalty: 6007.513184
	Iteration 56Q: 3 clusters Score -1.901063e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 177721 members 
Entering Unmasked Estep 
Score: -19010700.000000 Penalty: 6007.513184
	Iteration 57Q: 3 clusters Score -1.90107e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 177958 members 
Entering Unmasked Estep 
Score: -19010782.000000 Penalty: 6007.513184
	Iteration 58Q: 3 clusters Score -1.901078e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 178186 members 
Entering Unmasked Estep 
Score: -19010848.000000 Penalty: 6007.513184
	Iteration 59Q: 3 clusters Score -1.901085e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 178387 members 
Entering Unmasked Estep 
Score: -19010888.000000 Penalty: 6007.513184
	Iteration 60F: 3 clusters Score -1.901089e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 178554 members 
Entering Unmasked Estep 
Score: -19010904.000000 Penalty: 6007.513184
	Iteration 61Q: 3 clusters Score -1.90109e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 178718 members 
Entering Unmasked Estep 
Score: -19010984.000000 Penalty: 6007.513184
	Iteration 62Q: 3 clusters Score -1.901098e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 178862 members 
Entering Unmasked Estep 
Score: -19011078.000000 Penalty: 6007.513184
	Iteration 63Q: 3 clusters Score -1.901108e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 178989 members 
Entering Unmasked Estep 
Score: -19011160.000000 Penalty: 6007.513184
	Iteration 64Q: 3 clusters Score -1.901116e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 179097 members 
Entering Unmasked Estep 
Score: -19011160.000000 Penalty: 6007.513184
	Iteration 65Q: 3 clusters Score -1.901116e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 179200 members 
Entering Unmasked Estep 
Score: -19011164.000000 Penalty: 6007.513184
	Iteration 66Q: 3 clusters Score -1.901116e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 179283 members 
Entering Unmasked Estep 
Score: -19011164.000000 Penalty: 6007.513184
	Iteration 67Q: 3 clusters Score -1.901116e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 179361 members 
Entering Unmasked Estep 
Score: -19011162.000000 Penalty: 6007.513184
	Iteration 68Q: 3 clusters Score -1.901116e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 179416 members 
Entering Unmasked Estep 
Score: -19011174.000000 Penalty: 6007.513184
	Iteration 69Q: 3 clusters Score -1.901117e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 179468 members 
Entering Unmasked Estep 
Score: -19011162.000000 Penalty: 6007.513184
	Iteration 70Q: 3 clusters Score -1.901116e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 179513 members 
Entering Unmasked Estep 
Score: -19011164.000000 Penalty: 6007.513184
	Iteration 71Q: 3 clusters Score -1.901116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 179543 members 
Entering Unmasked Estep 
Score: -19011170.000000 Penalty: 6007.513184
	Iteration 72Q: 3 clusters Score -1.901117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 179572 members 
Entering Unmasked Estep 
Score: -19011198.000000 Penalty: 6007.513184
	Iteration 73Q: 3 clusters Score -1.90112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 179599 members 
Entering Unmasked Estep 
Score: -19011204.000000 Penalty: 6007.513184
	Iteration 74Q: 3 clusters Score -1.90112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 179622 members 
Entering Unmasked Estep 
Score: -19011216.000000 Penalty: 6007.513184
	Iteration 75Q: 3 clusters Score -1.901122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 179638 members 
Entering Unmasked Estep 
Score: -19011214.000000 Penalty: 6007.513184
	Iteration 76Q: 3 clusters Score -1.901121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 179651 members 
Entering Unmasked Estep 
Score: -19011220.000000 Penalty: 6007.513184
	Iteration 77Q: 3 clusters Score -1.901122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 179656 members 
Entering Unmasked Estep 
Score: -19011208.000000 Penalty: 6007.513184
	Iteration 78Q: 3 clusters Score -1.901121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 179660 members 
Entering Unmasked Estep 
Score: -19011212.000000 Penalty: 6007.513184
	Iteration 79Q: 3 clusters Score -1.901121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 179664 members 
Entering Unmasked Estep 
Score: -19011204.000000 Penalty: 6007.513184
	Iteration 80F: 3 clusters Score -1.90112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 179667 members 
Entering Unmasked Estep 
Score: -19011200.000000 Penalty: 6007.513184
	Iteration 81Q: 3 clusters Score -1.90112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 179667 members 
Entering Unmasked Estep 
Score: -19011200.000000 Penalty: 6007.513184
	Iteration 82F: 3 clusters Score -1.90112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (216213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216213 members 
Entering Unmasked Estep 
Score: -22616300.000000 Penalty: 3046.436768
	Iteration 0F: 2 clusters Score -2.26163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108026 members 
Mstep: Class 2 contains 108187 members 
Entering Unmasked Estep 
Score: -22479278.000000 Penalty: 6092.873535
	Iteration 0F: 3 clusters Score -2.247928e+07 nChanged 104205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 110552 members 
Entering Unmasked Estep 
Score: -22540258.000000 Penalty: 6092.873535
	Iteration 1F: 3 clusters Score -2.254026e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104007 members 
Mstep: Class 2 contains 112206 members 
Entering Unmasked Estep 
Score: -22541434.000000 Penalty: 6092.873535
	Iteration 2Q: 3 clusters Score -2.254143e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101337 members 
Mstep: Class 2 contains 114876 members 
Entering Unmasked Estep 
Score: -22542858.000000 Penalty: 6092.873535
	Iteration 3Q: 3 clusters Score -2.254286e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97458 members 
Mstep: Class 2 contains 118755 members 
Entering Unmasked Estep 
Score: -22544680.000000 Penalty: 6092.873535
	Iteration 4Q: 3 clusters Score -2.254468e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 124265 members 
Entering Unmasked Estep 
Score: -22547336.000000 Penalty: 6092.873535
	Iteration 5Q: 3 clusters Score -2.254734e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -22551542.000000 Penalty: 6092.873535
	Iteration 6Q: 3 clusters Score -2.255154e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 141330 members 
Entering Unmasked Estep 
Score: -22558198.000000 Penalty: 6092.873535
	Iteration 7F: 3 clusters Score -2.25582e+07 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 152016 members 
Entering Unmasked Estep 
Score: -22567840.000000 Penalty: 6092.873535
	Iteration 8F: 3 clusters Score -2.256784e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 161902 members 
Entering Unmasked Estep 
Score: -22578608.000000 Penalty: 6092.873535
	Iteration 9F: 3 clusters Score -2.257861e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 168970 members 
Entering Unmasked Estep 
Score: -22587134.000000 Penalty: 6092.873535
	Iteration 10F: 3 clusters Score -2.258713e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -22591794.000000 Penalty: 6092.873535
	Iteration 11Q: 3 clusters Score -2.259179e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 176636 members 
Entering Unmasked Estep 
Score: -22593926.000000 Penalty: 6092.873535
	Iteration 12Q: 3 clusters Score -2.259393e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 179733 members 
Entering Unmasked Estep 
Score: -22595508.000000 Penalty: 6092.873535
	Iteration 13Q: 3 clusters Score -2.259551e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 182750 members 
Entering Unmasked Estep 
Score: -22597162.000000 Penalty: 6092.873535
	Iteration 14Q: 3 clusters Score -2.259716e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 185730 members 
Entering Unmasked Estep 
Score: -22598844.000000 Penalty: 6092.873535
	Iteration 15Q: 3 clusters Score -2.259884e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 188783 members 
Entering Unmasked Estep 
Score: -22600420.000000 Penalty: 6092.873535
	Iteration 16Q: 3 clusters Score -2.260042e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 191800 members 
Entering Unmasked Estep 
Score: -22602150.000000 Penalty: 6092.873535
	Iteration 17Q: 3 clusters Score -2.260215e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 194674 members 
Entering Unmasked Estep 
Score: -22603794.000000 Penalty: 6092.873535
	Iteration 18Q: 3 clusters Score -2.260379e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 197484 members 
Entering Unmasked Estep 
Score: -22605760.000000 Penalty: 6092.873535
	Iteration 19Q: 3 clusters Score -2.260576e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 200170 members 
Entering Unmasked Estep 
Score: -22607410.000000 Penalty: 6092.873535
	Iteration 20F: 3 clusters Score -2.260741e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 202601 members 
Entering Unmasked Estep 
Score: -22608256.000000 Penalty: 6092.873535
	Iteration 21Q: 3 clusters Score -2.260826e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 204680 members 
Entering Unmasked Estep 
Score: -22609178.000000 Penalty: 6092.873535
	Iteration 22Q: 3 clusters Score -2.260918e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 206445 members 
Entering Unmasked Estep 
Score: -22609814.000000 Penalty: 6092.873535
	Iteration 23Q: 3 clusters Score -2.260981e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 207967 members 
Entering Unmasked Estep 
Score: -22610488.000000 Penalty: 6092.873535
	Iteration 24Q: 3 clusters Score -2.261049e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 209240 members 
Entering Unmasked Estep 
Score: -22610950.000000 Penalty: 6092.873535
	Iteration 25Q: 3 clusters Score -2.261095e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 210303 members 
Entering Unmasked Estep 
Score: -22611452.000000 Penalty: 6092.873535
	Iteration 26Q: 3 clusters Score -2.261145e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 211164 members 
Entering Unmasked Estep 
Score: -22611812.000000 Penalty: 6092.873535
	Iteration 27Q: 3 clusters Score -2.261181e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 211913 members 
Entering Unmasked Estep 
Score: -22612170.000000 Penalty: 6092.873535
	Iteration 28Q: 3 clusters Score -2.261217e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 212517 members 
Entering Unmasked Estep 
Score: -22612516.000000 Penalty: 6092.873535
	Iteration 29Q: 3 clusters Score -2.261252e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 213001 members 
Entering Unmasked Estep 
Score: -22612796.000000 Penalty: 6092.873535
	Iteration 30Q: 3 clusters Score -2.26128e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 213403 members 
Entering Unmasked Estep 
Score: -22612980.000000 Penalty: 6092.873535
	Iteration 31Q: 3 clusters Score -2.261298e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 213720 members 
Entering Unmasked Estep 
Score: -22613152.000000 Penalty: 6092.873535
	Iteration 32Q: 3 clusters Score -2.261315e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 213960 members 
Entering Unmasked Estep 
Score: -22613254.000000 Penalty: 6092.873535
	Iteration 33Q: 3 clusters Score -2.261325e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 214149 members 
Entering Unmasked Estep 
Score: -22613316.000000 Penalty: 6092.873535
	Iteration 34Q: 3 clusters Score -2.261332e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 214292 members 
Entering Unmasked Estep 
Score: -22613352.000000 Penalty: 6092.873535
	Iteration 35Q: 3 clusters Score -2.261335e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 214415 members 
Entering Unmasked Estep 
Score: -22613430.000000 Penalty: 6092.873535
	Iteration 36Q: 3 clusters Score -2.261343e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 214527 members 
Entering Unmasked Estep 
Score: -22613488.000000 Penalty: 6092.873535
	Iteration 37Q: 3 clusters Score -2.261349e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 214624 members 
Entering Unmasked Estep 
Score: -22613500.000000 Penalty: 6092.873535
	Iteration 38Q: 3 clusters Score -2.26135e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 214704 members 
Entering Unmasked Estep 
Score: -22613564.000000 Penalty: 6092.873535
	Iteration 39Q: 3 clusters Score -2.261356e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 214772 members 
Entering Unmasked Estep 
Score: -22613580.000000 Penalty: 6092.873535
	Iteration 40F: 3 clusters Score -2.261358e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 214822 members 
Entering Unmasked Estep 
Score: -22613614.000000 Penalty: 6092.873535
	Iteration 41Q: 3 clusters Score -2.261361e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 214876 members 
Entering Unmasked Estep 
Score: -22613636.000000 Penalty: 6092.873535
	Iteration 42Q: 3 clusters Score -2.261364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 214911 members 
Entering Unmasked Estep 
Score: -22613636.000000 Penalty: 6092.873535
	Iteration 43Q: 3 clusters Score -2.261364e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 214936 members 
Entering Unmasked Estep 
Score: -22613644.000000 Penalty: 6092.873535
	Iteration 44Q: 3 clusters Score -2.261364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 214957 members 
Entering Unmasked Estep 
Score: -22613620.000000 Penalty: 6092.873535
	Iteration 45Q: 3 clusters Score -2.261362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 214985 members 
Entering Unmasked Estep 
Score: -22613632.000000 Penalty: 6092.873535
	Iteration 46Q: 3 clusters Score -2.261363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 215003 members 
Entering Unmasked Estep 
Score: -22613654.000000 Penalty: 6092.873535
	Iteration 47Q: 3 clusters Score -2.261365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 215016 members 
Entering Unmasked Estep 
Score: -22613656.000000 Penalty: 6092.873535
	Iteration 48Q: 3 clusters Score -2.261366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 215024 members 
Entering Unmasked Estep 
Score: -22613668.000000 Penalty: 6092.873535
	Iteration 49Q: 3 clusters Score -2.261367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 215034 members 
Entering Unmasked Estep 
Score: -22613668.000000 Penalty: 6092.873535
	Iteration 50Q: 3 clusters Score -2.261367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 215041 members 
Entering Unmasked Estep 
Score: -22613654.000000 Penalty: 6092.873535
	Iteration 51Q: 3 clusters Score -2.261365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 215053 members 
Entering Unmasked Estep 
Score: -22613664.000000 Penalty: 6092.873535
	Iteration 52Q: 3 clusters Score -2.261366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 215068 members 
Entering Unmasked Estep 
Score: -22613670.000000 Penalty: 6092.873535
	Iteration 53Q: 3 clusters Score -2.261367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 215077 members 
Entering Unmasked Estep 
Score: -22613668.000000 Penalty: 6092.873535
	Iteration 54Q: 3 clusters Score -2.261367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 215089 members 
Entering Unmasked Estep 
Score: -22613664.000000 Penalty: 6092.873535
	Iteration 55Q: 3 clusters Score -2.261366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 215097 members 
Entering Unmasked Estep 
Score: -22613664.000000 Penalty: 6092.873535
	Iteration 56Q: 3 clusters Score -2.261366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 215101 members 
Entering Unmasked Estep 
Score: -22613682.000000 Penalty: 6092.873535
	Iteration 57Q: 3 clusters Score -2.261368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 215105 members 
Entering Unmasked Estep 
Score: -22613688.000000 Penalty: 6092.873535
	Iteration 58Q: 3 clusters Score -2.261369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 215111 members 
Entering Unmasked Estep 
Score: -22613696.000000 Penalty: 6092.873535
	Iteration 59Q: 3 clusters Score -2.26137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 215114 members 
Entering Unmasked Estep 
Score: -22613706.000000 Penalty: 6092.873535
	Iteration 60F: 3 clusters Score -2.261371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 215119 members 
Entering Unmasked Estep 
Score: -22613710.000000 Penalty: 6092.873535
	Iteration 61Q: 3 clusters Score -2.261371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -22613708.000000 Penalty: 6092.873535
	Iteration 62Q: 3 clusters Score -2.261371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 215127 members 
Entering Unmasked Estep 
Score: -22613710.000000 Penalty: 6092.873535
	Iteration 63Q: 3 clusters Score -2.261371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 215130 members 
Entering Unmasked Estep 
Score: -22613704.000000 Penalty: 6092.873535
	Iteration 64Q: 3 clusters Score -2.26137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 215131 members 
Entering Unmasked Estep 
Score: -22613710.000000 Penalty: 6092.873535
	Iteration 65Q: 3 clusters Score -2.261371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 215131 members 
Entering Unmasked Estep 
Score: -22613710.000000 Penalty: 6092.873535
	Iteration 66F: 3 clusters Score -2.261371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -353141.031250 Penalty: 2026.976685
	Iteration 0F: 2 clusters Score -353141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -349525.156250 Penalty: 4053.953369
	Iteration 0F: 3 clusters Score -349525.2 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -350252.343750 Penalty: 4053.953369
	Iteration 1F: 3 clusters Score -350252.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -350442.687500 Penalty: 4053.953369
	Iteration 2F: 3 clusters Score -350442.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -350637.875000 Penalty: 4053.953369
	Iteration 3Q: 3 clusters Score -350637.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -350795.031250 Penalty: 4053.953369
	Iteration 4Q: 3 clusters Score -350795 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -350898.312500 Penalty: 4053.953369
	Iteration 5Q: 3 clusters Score -350898.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -350988.187500 Penalty: 4053.953369
	Iteration 6Q: 3 clusters Score -350988.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -351061.656250 Penalty: 4053.953369
	Iteration 7Q: 3 clusters Score -351061.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -351110.281250 Penalty: 4053.953369
	Iteration 8Q: 3 clusters Score -351110.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -351147.625000 Penalty: 4053.953369
	Iteration 9Q: 3 clusters Score -351147.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -351178.343750 Penalty: 4053.953369
	Iteration 10Q: 3 clusters Score -351178.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -351200.812500 Penalty: 4053.953369
	Iteration 11Q: 3 clusters Score -351200.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -351219.218750 Penalty: 4053.953369
	Iteration 12Q: 3 clusters Score -351219.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -351228.156250 Penalty: 4053.953369
	Iteration 13Q: 3 clusters Score -351228.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -351240.062500 Penalty: 4053.953369
	Iteration 14Q: 3 clusters Score -351240.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -351249.062500 Penalty: 4053.953369
	Iteration 15Q: 3 clusters Score -351249.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -351256.843750 Penalty: 4053.953369
	Iteration 16Q: 3 clusters Score -351256.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -351267.812500 Penalty: 4053.953369
	Iteration 17Q: 3 clusters Score -351267.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -351276.031250 Penalty: 4053.953369
	Iteration 18Q: 3 clusters Score -351276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -351287.218750 Penalty: 4053.953369
	Iteration 19Q: 3 clusters Score -351287.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -351302.812500 Penalty: 4053.953369
	Iteration 20F: 3 clusters Score -351302.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -351315.218750 Penalty: 4053.953369
	Iteration 21Q: 3 clusters Score -351315.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -351327.093750 Penalty: 4053.953369
	Iteration 22Q: 3 clusters Score -351327.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -351338.000000 Penalty: 4053.953369
	Iteration 23Q: 3 clusters Score -351338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -351349.500000 Penalty: 4053.953369
	Iteration 24Q: 3 clusters Score -351349.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -351358.125000 Penalty: 4053.953369
	Iteration 25Q: 3 clusters Score -351358.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -351366.000000 Penalty: 4053.953369
	Iteration 26Q: 3 clusters Score -351366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -351379.250000 Penalty: 4053.953369
	Iteration 27Q: 3 clusters Score -351379.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -351390.875000 Penalty: 4053.953369
	Iteration 28Q: 3 clusters Score -351390.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -351396.968750 Penalty: 4053.953369
	Iteration 29Q: 3 clusters Score -351397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -351401.593750 Penalty: 4053.953369
	Iteration 30Q: 3 clusters Score -351401.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -351406.187500 Penalty: 4053.953369
	Iteration 31Q: 3 clusters Score -351406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -351408.562500 Penalty: 4053.953369
	Iteration 32Q: 3 clusters Score -351408.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -351411.375000 Penalty: 4053.953369
	Iteration 33Q: 3 clusters Score -351411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -351415.750000 Penalty: 4053.953369
	Iteration 34Q: 3 clusters Score -351415.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -351424.031250 Penalty: 4053.953369
	Iteration 35Q: 3 clusters Score -351424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -351431.875000 Penalty: 4053.953369
	Iteration 36Q: 3 clusters Score -351431.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -351443.031250 Penalty: 4053.953369
	Iteration 37Q: 3 clusters Score -351443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -351448.312500 Penalty: 4053.953369
	Iteration 38Q: 3 clusters Score -351448.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -351452.218750 Penalty: 4053.953369
	Iteration 39Q: 3 clusters Score -351452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -351453.937500 Penalty: 4053.953369
	Iteration 40F: 3 clusters Score -351453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -351456.625000 Penalty: 4053.953369
	Iteration 41Q: 3 clusters Score -351456.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -351460.500000 Penalty: 4053.953369
	Iteration 42Q: 3 clusters Score -351460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -351463.312500 Penalty: 4053.953369
	Iteration 43Q: 3 clusters Score -351463.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -351468.093750 Penalty: 4053.953369
	Iteration 44Q: 3 clusters Score -351468.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -351471.031250 Penalty: 4053.953369
	Iteration 45Q: 3 clusters Score -351471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -351473.187500 Penalty: 4053.953369
	Iteration 46Q: 3 clusters Score -351473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -351474.437500 Penalty: 4053.953369
	Iteration 47Q: 3 clusters Score -351474.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -351475.031250 Penalty: 4053.953369
	Iteration 48Q: 3 clusters Score -351475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -351476.187500 Penalty: 4053.953369
	Iteration 49Q: 3 clusters Score -351476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -351477.968750 Penalty: 4053.953369
	Iteration 50Q: 3 clusters Score -351478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -351479.093750 Penalty: 4053.953369
	Iteration 51Q: 3 clusters Score -351479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -351480.531250 Penalty: 4053.953369
	Iteration 52Q: 3 clusters Score -351480.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -351482.125000 Penalty: 4053.953369
	Iteration 53Q: 3 clusters Score -351482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -351483.343750 Penalty: 4053.953369
	Iteration 54Q: 3 clusters Score -351483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -351485.343750 Penalty: 4053.953369
	Iteration 55Q: 3 clusters Score -351485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -351486.281250 Penalty: 4053.953369
	Iteration 56Q: 3 clusters Score -351486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -351487.781250 Penalty: 4053.953369
	Iteration 57Q: 3 clusters Score -351487.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -351487.812500 Penalty: 4053.953369
	Iteration 58Q: 3 clusters Score -351487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -351488.843750 Penalty: 4053.953369
	Iteration 59Q: 3 clusters Score -351488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -351489.125000 Penalty: 4053.953369
	Iteration 60F: 3 clusters Score -351489.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (139885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139885 members 
Entering Unmasked Estep 
Score: -14647158.000000 Penalty: 2938.446777
	Iteration 0F: 2 clusters Score -1.464716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -14554355.000000 Penalty: 5876.893555
	Iteration 0F: 3 clusters Score -1.455436e+07 nChanged 66532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 70438 members 
Entering Unmasked Estep 
Score: -14592787.000000 Penalty: 5876.893555
	Iteration 1F: 3 clusters Score -1.459279e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -14593524.000000 Penalty: 5876.893555
	Iteration 2Q: 3 clusters Score -1.459352e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -14594403.000000 Penalty: 5876.893555
	Iteration 3Q: 3 clusters Score -1.45944e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68637 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -14595370.000000 Penalty: 5876.893555
	Iteration 4Q: 3 clusters Score -1.459537e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -14596763.000000 Penalty: 5876.893555
	Iteration 5Q: 3 clusters Score -1.459676e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -14598442.000000 Penalty: 5876.893555
	Iteration 6Q: 3 clusters Score -1.459844e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -14600786.000000 Penalty: 5876.893555
	Iteration 7Q: 3 clusters Score -1.460079e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -14604276.000000 Penalty: 5876.893555
	Iteration 8Q: 3 clusters Score -1.460428e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64860 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -14609475.000000 Penalty: 5876.893555
	Iteration 9F: 3 clusters Score -1.460948e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64081 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -14615972.000000 Penalty: 5876.893555
	Iteration 10F: 3 clusters Score -1.461597e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -14621746.000000 Penalty: 5876.893555
	Iteration 11F: 3 clusters Score -1.462175e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -14624688.000000 Penalty: 5876.893555
	Iteration 12Q: 3 clusters Score -1.462469e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -14625727.000000 Penalty: 5876.893555
	Iteration 13Q: 3 clusters Score -1.462573e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -14626141.000000 Penalty: 5876.893555
	Iteration 14Q: 3 clusters Score -1.462614e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -14626411.000000 Penalty: 5876.893555
	Iteration 15Q: 3 clusters Score -1.462641e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -14626576.000000 Penalty: 5876.893555
	Iteration 16Q: 3 clusters Score -1.462658e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -14626733.000000 Penalty: 5876.893555
	Iteration 17Q: 3 clusters Score -1.462673e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -14626847.000000 Penalty: 5876.893555
	Iteration 18Q: 3 clusters Score -1.462685e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -14626980.000000 Penalty: 5876.893555
	Iteration 19Q: 3 clusters Score -1.462698e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -14627220.000000 Penalty: 5876.893555
	Iteration 20F: 3 clusters Score -1.462722e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -14627307.000000 Penalty: 5876.893555
	Iteration 21Q: 3 clusters Score -1.462731e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -14627447.000000 Penalty: 5876.893555
	Iteration 22Q: 3 clusters Score -1.462745e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -14627639.000000 Penalty: 5876.893555
	Iteration 23Q: 3 clusters Score -1.462764e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -14627794.000000 Penalty: 5876.893555
	Iteration 24Q: 3 clusters Score -1.462779e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -14628009.000000 Penalty: 5876.893555
	Iteration 25Q: 3 clusters Score -1.462801e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -14628180.000000 Penalty: 5876.893555
	Iteration 26Q: 3 clusters Score -1.462818e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -14628353.000000 Penalty: 5876.893555
	Iteration 27Q: 3 clusters Score -1.462835e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -14628550.000000 Penalty: 5876.893555
	Iteration 28Q: 3 clusters Score -1.462855e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -14628804.000000 Penalty: 5876.893555
	Iteration 29Q: 3 clusters Score -1.46288e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -14628969.000000 Penalty: 5876.893555
	Iteration 30Q: 3 clusters Score -1.462897e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -14629162.000000 Penalty: 5876.893555
	Iteration 31Q: 3 clusters Score -1.462916e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 89374 members 
Entering Unmasked Estep 
Score: -14629264.000000 Penalty: 5876.893555
	Iteration 32Q: 3 clusters Score -1.462926e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -14629462.000000 Penalty: 5876.893555
	Iteration 33Q: 3 clusters Score -1.462946e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -14629649.000000 Penalty: 5876.893555
	Iteration 34Q: 3 clusters Score -1.462965e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -14629810.000000 Penalty: 5876.893555
	Iteration 35Q: 3 clusters Score -1.462981e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -14630075.000000 Penalty: 5876.893555
	Iteration 36Q: 3 clusters Score -1.463008e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -14630143.000000 Penalty: 5876.893555
	Iteration 37Q: 3 clusters Score -1.463014e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -14630337.000000 Penalty: 5876.893555
	Iteration 38Q: 3 clusters Score -1.463034e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 96713 members 
Entering Unmasked Estep 
Score: -14630524.000000 Penalty: 5876.893555
	Iteration 39Q: 3 clusters Score -1.463052e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 97952 members 
Entering Unmasked Estep 
Score: -14630810.000000 Penalty: 5876.893555
	Iteration 40F: 3 clusters Score -1.463081e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -14631013.000000 Penalty: 5876.893555
	Iteration 41Q: 3 clusters Score -1.463101e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -14631245.000000 Penalty: 5876.893555
	Iteration 42Q: 3 clusters Score -1.463124e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 101832 members 
Entering Unmasked Estep 
Score: -14631442.000000 Penalty: 5876.893555
	Iteration 43Q: 3 clusters Score -1.463144e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -14631737.000000 Penalty: 5876.893555
	Iteration 44Q: 3 clusters Score -1.463174e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -14632029.000000 Penalty: 5876.893555
	Iteration 45Q: 3 clusters Score -1.463203e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 106388 members 
Entering Unmasked Estep 
Score: -14632490.000000 Penalty: 5876.893555
	Iteration 46Q: 3 clusters Score -1.463249e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 108084 members 
Entering Unmasked Estep 
Score: -14632848.000000 Penalty: 5876.893555
	Iteration 47Q: 3 clusters Score -1.463285e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 109877 members 
Entering Unmasked Estep 
Score: -14633266.000000 Penalty: 5876.893555
	Iteration 48Q: 3 clusters Score -1.463327e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -14633683.000000 Penalty: 5876.893555
	Iteration 49Q: 3 clusters Score -1.463368e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -14634259.000000 Penalty: 5876.893555
	Iteration 50Q: 3 clusters Score -1.463426e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -14634814.000000 Penalty: 5876.893555
	Iteration 51Q: 3 clusters Score -1.463481e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 117946 members 
Entering Unmasked Estep 
Score: -14635480.000000 Penalty: 5876.893555
	Iteration 52Q: 3 clusters Score -1.463548e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 120029 members 
Entering Unmasked Estep 
Score: -14636265.000000 Penalty: 5876.893555
	Iteration 53Q: 3 clusters Score -1.463626e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 122226 members 
Entering Unmasked Estep 
Score: -14637018.000000 Penalty: 5876.893555
	Iteration 54Q: 3 clusters Score -1.463702e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -14637824.000000 Penalty: 5876.893555
	Iteration 55Q: 3 clusters Score -1.463782e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 126519 members 
Entering Unmasked Estep 
Score: -14638600.000000 Penalty: 5876.893555
	Iteration 56Q: 3 clusters Score -1.46386e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 128582 members 
Entering Unmasked Estep 
Score: -14639464.000000 Penalty: 5876.893555
	Iteration 57Q: 3 clusters Score -1.463946e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 130567 members 
Entering Unmasked Estep 
Score: -14640374.000000 Penalty: 5876.893555
	Iteration 58Q: 3 clusters Score -1.464037e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 132303 members 
Entering Unmasked Estep 
Score: -14641133.000000 Penalty: 5876.893555
	Iteration 59Q: 3 clusters Score -1.464113e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -14641982.000000 Penalty: 5876.893555
	Iteration 60F: 3 clusters Score -1.464198e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 135182 members 
Entering Unmasked Estep 
Score: -14642658.000000 Penalty: 5876.893555
	Iteration 61Q: 3 clusters Score -1.464266e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 136225 members 
Entering Unmasked Estep 
Score: -14643179.000000 Penalty: 5876.893555
	Iteration 62Q: 3 clusters Score -1.464318e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 137017 members 
Entering Unmasked Estep 
Score: -14643621.000000 Penalty: 5876.893555
	Iteration 63Q: 3 clusters Score -1.464362e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 137603 members 
Entering Unmasked Estep 
Score: -14643873.000000 Penalty: 5876.893555
	Iteration 64Q: 3 clusters Score -1.464387e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 137997 members 
Entering Unmasked Estep 
Score: -14644056.000000 Penalty: 5876.893555
	Iteration 65Q: 3 clusters Score -1.464406e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 138284 members 
Entering Unmasked Estep 
Score: -14644145.000000 Penalty: 5876.893555
	Iteration 66Q: 3 clusters Score -1.464414e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 138505 members 
Entering Unmasked Estep 
Score: -14644289.000000 Penalty: 5876.893555
	Iteration 67Q: 3 clusters Score -1.464429e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 138657 members 
Entering Unmasked Estep 
Score: -14644351.000000 Penalty: 5876.893555
	Iteration 68Q: 3 clusters Score -1.464435e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 138770 members 
Entering Unmasked Estep 
Score: -14644428.000000 Penalty: 5876.893555
	Iteration 69Q: 3 clusters Score -1.464443e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 138848 members 
Entering Unmasked Estep 
Score: -14644483.000000 Penalty: 5876.893555
	Iteration 70Q: 3 clusters Score -1.464448e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 138908 members 
Entering Unmasked Estep 
Score: -14644523.000000 Penalty: 5876.893555
	Iteration 71Q: 3 clusters Score -1.464452e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 138947 members 
Entering Unmasked Estep 
Score: -14644547.000000 Penalty: 5876.893555
	Iteration 72Q: 3 clusters Score -1.464455e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 138981 members 
Entering Unmasked Estep 
Score: -14644573.000000 Penalty: 5876.893555
	Iteration 73Q: 3 clusters Score -1.464457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 139014 members 
Entering Unmasked Estep 
Score: -14644585.000000 Penalty: 5876.893555
	Iteration 74Q: 3 clusters Score -1.464458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 139036 members 
Entering Unmasked Estep 
Score: -14644577.000000 Penalty: 5876.893555
	Iteration 75Q: 3 clusters Score -1.464458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 139050 members 
Entering Unmasked Estep 
Score: -14644596.000000 Penalty: 5876.893555
	Iteration 76Q: 3 clusters Score -1.46446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 139068 members 
Entering Unmasked Estep 
Score: -14644623.000000 Penalty: 5876.893555
	Iteration 77Q: 3 clusters Score -1.464462e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 139083 members 
Entering Unmasked Estep 
Score: -14644653.000000 Penalty: 5876.893555
	Iteration 78Q: 3 clusters Score -1.464465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 139093 members 
Entering Unmasked Estep 
Score: -14644643.000000 Penalty: 5876.893555
	Iteration 79Q: 3 clusters Score -1.464464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 139108 members 
Entering Unmasked Estep 
Score: -14644657.000000 Penalty: 5876.893555
	Iteration 80F: 3 clusters Score -1.464466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 139126 members 
Entering Unmasked Estep 
Score: -14644674.000000 Penalty: 5876.893555
	Iteration 81Q: 3 clusters Score -1.464467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 139134 members 
Entering Unmasked Estep 
Score: -14644686.000000 Penalty: 5876.893555
	Iteration 82Q: 3 clusters Score -1.464469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 139147 members 
Entering Unmasked Estep 
Score: -14644679.000000 Penalty: 5876.893555
	Iteration 83Q: 3 clusters Score -1.464468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 139158 members 
Entering Unmasked Estep 
Score: -14644696.000000 Penalty: 5876.893555
	Iteration 84Q: 3 clusters Score -1.46447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 139165 members 
Entering Unmasked Estep 
Score: -14644699.000000 Penalty: 5876.893555
	Iteration 85Q: 3 clusters Score -1.46447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -14644701.000000 Penalty: 5876.893555
	Iteration 86Q: 3 clusters Score -1.46447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 139173 members 
Entering Unmasked Estep 
Score: -14644707.000000 Penalty: 5876.893555
	Iteration 87Q: 3 clusters Score -1.464471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 139176 members 
Entering Unmasked Estep 
Score: -14644698.000000 Penalty: 5876.893555
	Iteration 88Q: 3 clusters Score -1.46447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 139179 members 
Entering Unmasked Estep 
Score: -14644715.000000 Penalty: 5876.893555
	Iteration 89Q: 3 clusters Score -1.464472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 139182 members 
Entering Unmasked Estep 
Score: -14644717.000000 Penalty: 5876.893555
	Iteration 90Q: 3 clusters Score -1.464472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 139182 members 
Entering Unmasked Estep 
Score: -14644721.000000 Penalty: 5876.893555
	Iteration 91Q: 3 clusters Score -1.464472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 139182 members 
Entering Unmasked Estep 
Score: -14644728.000000 Penalty: 5876.893555
	Iteration 92Q: 3 clusters Score -1.464473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 139182 members 
Entering Unmasked Estep 
Score: -14644728.000000 Penalty: 5876.893555
	Iteration 93F: 3 clusters Score -1.464473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Entering Unmasked Estep 
Score: -2100575.750000 Penalty: 2451.976562
	Iteration 0F: 2 clusters Score -2100576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2086716.250000 Penalty: 4903.953125
	Iteration 0F: 3 clusters Score -2086716 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2091353.250000 Penalty: 4903.953125
	Iteration 1F: 3 clusters Score -2091353 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2091786.875000 Penalty: 4903.953125
	Iteration 2F: 3 clusters Score -2091787 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2092205.500000 Penalty: 4903.953125
	Iteration 3Q: 3 clusters Score -2092206 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2092605.125000 Penalty: 4903.953125
	Iteration 4Q: 3 clusters Score -2092605 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2093033.500000 Penalty: 4903.953125
	Iteration 5Q: 3 clusters Score -2093034 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2093461.500000 Penalty: 4903.953125
	Iteration 6Q: 3 clusters Score -2093462 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2093993.000000 Penalty: 4903.953125
	Iteration 7Q: 3 clusters Score -2093993 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2094705.375000 Penalty: 4903.953125
	Iteration 8F: 3 clusters Score -2094705 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2095492.875000 Penalty: 4903.953125
	Iteration 9F: 3 clusters Score -2095493 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2096225.875000 Penalty: 4903.953125
	Iteration 10Q: 3 clusters Score -2096226 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2096849.500000 Penalty: 4903.953125
	Iteration 11Q: 3 clusters Score -2096850 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2097264.000000 Penalty: 4903.953125
	Iteration 12Q: 3 clusters Score -2097264 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2097520.750000 Penalty: 4903.953125
	Iteration 13Q: 3 clusters Score -2097521 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2097740.750000 Penalty: 4903.953125
	Iteration 14Q: 3 clusters Score -2097741 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2097897.750000 Penalty: 4903.953125
	Iteration 15Q: 3 clusters Score -2097898 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2098032.000000 Penalty: 4903.953125
	Iteration 16Q: 3 clusters Score -2098032 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2098119.000000 Penalty: 4903.953125
	Iteration 17Q: 3 clusters Score -2098119 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2098198.500000 Penalty: 4903.953125
	Iteration 18Q: 3 clusters Score -2098198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2098254.000000 Penalty: 4903.953125
	Iteration 19Q: 3 clusters Score -2098254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2098292.750000 Penalty: 4903.953125
	Iteration 20F: 3 clusters Score -2098293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2098330.750000 Penalty: 4903.953125
	Iteration 21Q: 3 clusters Score -2098331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2098356.500000 Penalty: 4903.953125
	Iteration 22Q: 3 clusters Score -2098356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2098377.000000 Penalty: 4903.953125
	Iteration 23Q: 3 clusters Score -2098377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2098395.250000 Penalty: 4903.953125
	Iteration 24Q: 3 clusters Score -2098395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2098410.500000 Penalty: 4903.953125
	Iteration 25Q: 3 clusters Score -2098410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2098418.750000 Penalty: 4903.953125
	Iteration 26Q: 3 clusters Score -2098419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2098421.500000 Penalty: 4903.953125
	Iteration 27Q: 3 clusters Score -2098422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2098425.500000 Penalty: 4903.953125
	Iteration 28Q: 3 clusters Score -2098426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2098433.500000 Penalty: 4903.953125
	Iteration 29Q: 3 clusters Score -2098434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2098442.000000 Penalty: 4903.953125
	Iteration 30Q: 3 clusters Score -2098442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2098444.750000 Penalty: 4903.953125
	Iteration 31Q: 3 clusters Score -2098445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2098455.750000 Penalty: 4903.953125
	Iteration 32Q: 3 clusters Score -2098456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2098457.250000 Penalty: 4903.953125
	Iteration 33Q: 3 clusters Score -2098457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2098466.500000 Penalty: 4903.953125
	Iteration 34Q: 3 clusters Score -2098466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2098479.000000 Penalty: 4903.953125
	Iteration 35Q: 3 clusters Score -2098479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2098487.750000 Penalty: 4903.953125
	Iteration 36Q: 3 clusters Score -2098488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2098497.250000 Penalty: 4903.953125
	Iteration 37Q: 3 clusters Score -2098497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2098503.500000 Penalty: 4903.953125
	Iteration 38Q: 3 clusters Score -2098504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2098513.500000 Penalty: 4903.953125
	Iteration 39Q: 3 clusters Score -2098514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2098518.000000 Penalty: 4903.953125
	Iteration 40F: 3 clusters Score -2098518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2098516.750000 Penalty: 4903.953125
	Iteration 41Q: 3 clusters Score -2098517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2098523.500000 Penalty: 4903.953125
	Iteration 42Q: 3 clusters Score -2098524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2098530.500000 Penalty: 4903.953125
	Iteration 43Q: 3 clusters Score -2098530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2098533.250000 Penalty: 4903.953125
	Iteration 44Q: 3 clusters Score -2098533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2098533.750000 Penalty: 4903.953125
	Iteration 45Q: 3 clusters Score -2098534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2098540.250000 Penalty: 4903.953125
	Iteration 46Q: 3 clusters Score -2098540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2098549.250000 Penalty: 4903.953125
	Iteration 47Q: 3 clusters Score -2098549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2098561.000000 Penalty: 4903.953125
	Iteration 48Q: 3 clusters Score -2098561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2098567.500000 Penalty: 4903.953125
	Iteration 49Q: 3 clusters Score -2098568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2098567.500000 Penalty: 4903.953125
	Iteration 50Q: 3 clusters Score -2098568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2098567.500000 Penalty: 4903.953125
	Iteration 51F: 3 clusters Score -2098568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Entering Unmasked Estep 
Score: -4629277.000000 Penalty: 2659.665039
	Iteration 0F: 2 clusters Score -4629277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -4598388.000000 Penalty: 5319.330078
	Iteration 0F: 3 clusters Score -4598388 nChanged 20981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -4610073.000000 Penalty: 5319.330078
	Iteration 1F: 3 clusters Score -4610073 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4610582.000000 Penalty: 5319.330078
	Iteration 2Q: 3 clusters Score -4610582 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4611118.500000 Penalty: 5319.330078
	Iteration 3Q: 3 clusters Score -4611118 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4611659.500000 Penalty: 5319.330078
	Iteration 4Q: 3 clusters Score -4611660 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4612360.000000 Penalty: 5319.330078
	Iteration 5Q: 3 clusters Score -4612360 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4613312.000000 Penalty: 5319.330078
	Iteration 6Q: 3 clusters Score -4613312 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -4614571.500000 Penalty: 5319.330078
	Iteration 7F: 3 clusters Score -4614572 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4616271.000000 Penalty: 5319.330078
	Iteration 8F: 3 clusters Score -4616271 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -4618289.000000 Penalty: 5319.330078
	Iteration 9F: 3 clusters Score -4618289 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4620297.500000 Penalty: 5319.330078
	Iteration 10F: 3 clusters Score -4620298 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4621812.500000 Penalty: 5319.330078
	Iteration 11F: 3 clusters Score -4621812 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4622873.500000 Penalty: 5319.330078
	Iteration 12Q: 3 clusters Score -4622874 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -4623698.500000 Penalty: 5319.330078
	Iteration 13Q: 3 clusters Score -4623698 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4624537.500000 Penalty: 5319.330078
	Iteration 14Q: 3 clusters Score -4624538 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4625412.000000 Penalty: 5319.330078
	Iteration 15Q: 3 clusters Score -4625412 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4626190.000000 Penalty: 5319.330078
	Iteration 16Q: 3 clusters Score -4626190 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4626694.500000 Penalty: 5319.330078
	Iteration 17Q: 3 clusters Score -4626694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4627066.000000 Penalty: 5319.330078
	Iteration 18Q: 3 clusters Score -4627066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4627254.500000 Penalty: 5319.330078
	Iteration 19Q: 3 clusters Score -4627254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4627410.000000 Penalty: 5319.330078
	Iteration 20F: 3 clusters Score -4627410 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4627540.000000 Penalty: 5319.330078
	Iteration 21Q: 3 clusters Score -4627540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4627591.500000 Penalty: 5319.330078
	Iteration 22Q: 3 clusters Score -4627592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4627622.000000 Penalty: 5319.330078
	Iteration 23Q: 3 clusters Score -4627622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4627648.000000 Penalty: 5319.330078
	Iteration 24Q: 3 clusters Score -4627648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4627659.500000 Penalty: 5319.330078
	Iteration 25Q: 3 clusters Score -4627660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4627667.000000 Penalty: 5319.330078
	Iteration 26Q: 3 clusters Score -4627667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4627673.500000 Penalty: 5319.330078
	Iteration 27Q: 3 clusters Score -4627674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4627678.500000 Penalty: 5319.330078
	Iteration 28Q: 3 clusters Score -4627678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4627681.500000 Penalty: 5319.330078
	Iteration 29Q: 3 clusters Score -4627682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4627679.500000 Penalty: 5319.330078
	Iteration 30Q: 3 clusters Score -4627680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4627679.000000 Penalty: 5319.330078
	Iteration 31Q: 3 clusters Score -4627679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4627680.500000 Penalty: 5319.330078
	Iteration 32Q: 3 clusters Score -4627680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4627681.500000 Penalty: 5319.330078
	Iteration 33Q: 3 clusters Score -4627682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4627682.500000 Penalty: 5319.330078
	Iteration 34Q: 3 clusters Score -4627682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4627682.500000 Penalty: 5319.330078
	Iteration 35F: 3 clusters Score -4627682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Entering Unmasked Estep 
Score: -2905652.250000 Penalty: 2532.658203
	Iteration 0F: 2 clusters Score -2905652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2886981.500000 Penalty: 5065.316406
	Iteration 0F: 3 clusters Score -2886982 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2893307.250000 Penalty: 5065.316406
	Iteration 1F: 3 clusters Score -2893307 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2893675.000000 Penalty: 5065.316406
	Iteration 2Q: 3 clusters Score -2893675 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2893968.750000 Penalty: 5065.316406
	Iteration 3Q: 3 clusters Score -2893969 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2894214.750000 Penalty: 5065.316406
	Iteration 4Q: 3 clusters Score -2894215 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2894408.000000 Penalty: 5065.316406
	Iteration 5Q: 3 clusters Score -2894408 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2894606.000000 Penalty: 5065.316406
	Iteration 6Q: 3 clusters Score -2894606 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2894809.750000 Penalty: 5065.316406
	Iteration 7Q: 3 clusters Score -2894810 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2895033.250000 Penalty: 5065.316406
	Iteration 8Q: 3 clusters Score -2895033 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2895308.500000 Penalty: 5065.316406
	Iteration 9Q: 3 clusters Score -2895308 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2895685.750000 Penalty: 5065.316406
	Iteration 10Q: 3 clusters Score -2895686 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2896200.000000 Penalty: 5065.316406
	Iteration 11Q: 3 clusters Score -2896200 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2896956.500000 Penalty: 5065.316406
	Iteration 12Q: 3 clusters Score -2896956 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2897924.250000 Penalty: 5065.316406
	Iteration 13F: 3 clusters Score -2897924 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2899168.250000 Penalty: 5065.316406
	Iteration 14F: 3 clusters Score -2899168 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2900486.250000 Penalty: 5065.316406
	Iteration 15F: 3 clusters Score -2900486 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2901613.250000 Penalty: 5065.316406
	Iteration 16Q: 3 clusters Score -2901613 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2902393.750000 Penalty: 5065.316406
	Iteration 17Q: 3 clusters Score -2902394 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2902850.000000 Penalty: 5065.316406
	Iteration 18Q: 3 clusters Score -2902850 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2903122.000000 Penalty: 5065.316406
	Iteration 19Q: 3 clusters Score -2903122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2903265.500000 Penalty: 5065.316406
	Iteration 20F: 3 clusters Score -2903266 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2903356.250000 Penalty: 5065.316406
	Iteration 21Q: 3 clusters Score -2903356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2903416.250000 Penalty: 5065.316406
	Iteration 22Q: 3 clusters Score -2903416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2903451.000000 Penalty: 5065.316406
	Iteration 23Q: 3 clusters Score -2903451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2903479.250000 Penalty: 5065.316406
	Iteration 24Q: 3 clusters Score -2903479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2903489.000000 Penalty: 5065.316406
	Iteration 25Q: 3 clusters Score -2903489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2903498.750000 Penalty: 5065.316406
	Iteration 26Q: 3 clusters Score -2903499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2903499.500000 Penalty: 5065.316406
	Iteration 27Q: 3 clusters Score -2903500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2903499.250000 Penalty: 5065.316406
	Iteration 28Q: 3 clusters Score -2903499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2903503.250000 Penalty: 5065.316406
	Iteration 29Q: 3 clusters Score -2903503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2903504.000000 Penalty: 5065.316406
	Iteration 30Q: 3 clusters Score -2903504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2903508.000000 Penalty: 5065.316406
	Iteration 31Q: 3 clusters Score -2903508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2903511.250000 Penalty: 5065.316406
	Iteration 32Q: 3 clusters Score -2903511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2903511.250000 Penalty: 5065.316406
	Iteration 33F: 3 clusters Score -2903511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Entering Unmasked Estep 
Score: -953690.750000 Penalty: 2253.165283
	Iteration 0F: 2 clusters Score -953690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -946727.750000 Penalty: 4506.330566
	Iteration 0F: 3 clusters Score -946727.8 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -948722.375000 Penalty: 4506.330566
	Iteration 1F: 3 clusters Score -948722.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -948976.500000 Penalty: 4506.330566
	Iteration 2F: 3 clusters Score -948976.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -949138.562500 Penalty: 4506.330566
	Iteration 3Q: 3 clusters Score -949138.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -949240.625000 Penalty: 4506.330566
	Iteration 4Q: 3 clusters Score -949240.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -949324.562500 Penalty: 4506.330566
	Iteration 5Q: 3 clusters Score -949324.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -949399.062500 Penalty: 4506.330566
	Iteration 6Q: 3 clusters Score -949399.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -949460.937500 Penalty: 4506.330566
	Iteration 7Q: 3 clusters Score -949460.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -949525.375000 Penalty: 4506.330566
	Iteration 8Q: 3 clusters Score -949525.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -949593.500000 Penalty: 4506.330566
	Iteration 9Q: 3 clusters Score -949593.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -949662.437500 Penalty: 4506.330566
	Iteration 10Q: 3 clusters Score -949662.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -949729.937500 Penalty: 4506.330566
	Iteration 11Q: 3 clusters Score -949729.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -949805.875000 Penalty: 4506.330566
	Iteration 12Q: 3 clusters Score -949805.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -949895.625000 Penalty: 4506.330566
	Iteration 13Q: 3 clusters Score -949895.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -950006.687500 Penalty: 4506.330566
	Iteration 14Q: 3 clusters Score -950006.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -950126.750000 Penalty: 4506.330566
	Iteration 15Q: 3 clusters Score -950126.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -950267.437500 Penalty: 4506.330566
	Iteration 16Q: 3 clusters Score -950267.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -950449.562500 Penalty: 4506.330566
	Iteration 17Q: 3 clusters Score -950449.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -950623.375000 Penalty: 4506.330566
	Iteration 18Q: 3 clusters Score -950623.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -950762.875000 Penalty: 4506.330566
	Iteration 19Q: 3 clusters Score -950762.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -950874.312500 Penalty: 4506.330566
	Iteration 20F: 3 clusters Score -950874.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -950972.500000 Penalty: 4506.330566
	Iteration 21Q: 3 clusters Score -950972.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -951048.750000 Penalty: 4506.330566
	Iteration 22Q: 3 clusters Score -951048.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -951123.125000 Penalty: 4506.330566
	Iteration 23Q: 3 clusters Score -951123.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -951191.687500 Penalty: 4506.330566
	Iteration 24Q: 3 clusters Score -951191.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -951258.437500 Penalty: 4506.330566
	Iteration 25Q: 3 clusters Score -951258.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -951327.375000 Penalty: 4506.330566
	Iteration 26Q: 3 clusters Score -951327.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -951377.000000 Penalty: 4506.330566
	Iteration 27Q: 3 clusters Score -951377 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -951430.437500 Penalty: 4506.330566
	Iteration 28Q: 3 clusters Score -951430.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -951468.937500 Penalty: 4506.330566
	Iteration 29Q: 3 clusters Score -951468.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -951495.000000 Penalty: 4506.330566
	Iteration 30Q: 3 clusters Score -951495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -951518.375000 Penalty: 4506.330566
	Iteration 31Q: 3 clusters Score -951518.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -951537.750000 Penalty: 4506.330566
	Iteration 32Q: 3 clusters Score -951537.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -951553.125000 Penalty: 4506.330566
	Iteration 33Q: 3 clusters Score -951553.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -951570.437500 Penalty: 4506.330566
	Iteration 34Q: 3 clusters Score -951570.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -951579.625000 Penalty: 4506.330566
	Iteration 35Q: 3 clusters Score -951579.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -951584.875000 Penalty: 4506.330566
	Iteration 36Q: 3 clusters Score -951584.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -951588.437500 Penalty: 4506.330566
	Iteration 37Q: 3 clusters Score -951588.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -951597.312500 Penalty: 4506.330566
	Iteration 38Q: 3 clusters Score -951597.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -951603.250000 Penalty: 4506.330566
	Iteration 39Q: 3 clusters Score -951603.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -951612.000000 Penalty: 4506.330566
	Iteration 40F: 3 clusters Score -951612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -951615.812500 Penalty: 4506.330566
	Iteration 41Q: 3 clusters Score -951615.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -951624.437500 Penalty: 4506.330566
	Iteration 42Q: 3 clusters Score -951624.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -951633.312500 Penalty: 4506.330566
	Iteration 43Q: 3 clusters Score -951633.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -951640.625000 Penalty: 4506.330566
	Iteration 44Q: 3 clusters Score -951640.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -951646.250000 Penalty: 4506.330566
	Iteration 45Q: 3 clusters Score -951646.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -951651.125000 Penalty: 4506.330566
	Iteration 46Q: 3 clusters Score -951651.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -951657.500000 Penalty: 4506.330566
	Iteration 47Q: 3 clusters Score -951657.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -951660.437500 Penalty: 4506.330566
	Iteration 48Q: 3 clusters Score -951660.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -951663.812500 Penalty: 4506.330566
	Iteration 49Q: 3 clusters Score -951663.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -951664.250000 Penalty: 4506.330566
	Iteration 50Q: 3 clusters Score -951664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -951667.125000 Penalty: 4506.330566
	Iteration 51Q: 3 clusters Score -951667.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -951670.812500 Penalty: 4506.330566
	Iteration 52Q: 3 clusters Score -951670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -951672.562500 Penalty: 4506.330566
	Iteration 53Q: 3 clusters Score -951672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -951677.937500 Penalty: 4506.330566
	Iteration 54Q: 3 clusters Score -951677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -951679.187500 Penalty: 4506.330566
	Iteration 55Q: 3 clusters Score -951679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -951681.500000 Penalty: 4506.330566
	Iteration 56Q: 3 clusters Score -951681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -951682.375000 Penalty: 4506.330566
	Iteration 57Q: 3 clusters Score -951682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -951683.937500 Penalty: 4506.330566
	Iteration 58Q: 3 clusters Score -951683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -951685.812500 Penalty: 4506.330566
	Iteration 59Q: 3 clusters Score -951685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -951686.937500 Penalty: 4506.330566
	Iteration 60F: 3 clusters Score -951686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -951687.500000 Penalty: 4506.330566
	Iteration 61Q: 3 clusters Score -951687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -951687.500000 Penalty: 4506.330566
	Iteration 62F: 3 clusters Score -951687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Entering Unmasked Estep 
Score: -1435258.125000 Penalty: 2365.706787
	Iteration 0F: 2 clusters Score -1435258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1425104.500000 Penalty: 4731.413574
	Iteration 0F: 3 clusters Score -1425104 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1428294.000000 Penalty: 4731.413574
	Iteration 1F: 3 clusters Score -1428294 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1428748.125000 Penalty: 4731.413574
	Iteration 2F: 3 clusters Score -1428748 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1429179.375000 Penalty: 4731.413574
	Iteration 3F: 3 clusters Score -1429179 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1429738.375000 Penalty: 4731.413574
	Iteration 4F: 3 clusters Score -1429738 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1430408 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1431186 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1432084 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1432862 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1433418 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1433782 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1434003 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1434139 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1434221 nChanged 126
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Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1434281 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1434312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1434329 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1434346 nChanged 26
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Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1434345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1434350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1434353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1434353 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1434358 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1434358 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1434358 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
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	Iteration 25F: 3 clusters Score -1434358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22398 members 
Mstep: Class 7 contains 182029 members 
Mstep: Class 8 contains 216213 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139885 members 
Mstep: Class 13 contains 19673 members 
Mstep: Class 14 contains 45454 members 
Mstep: Class 17 contains 27237 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 23 contains 13893 members 
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Iteration 119Q: 13 clusters Score -7.007014e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22405 members 
Mstep: Class 7 contains 181972 members 
Mstep: Class 8 contains 216188 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139836 members 
Mstep: Class 13 contains 19726 members 
Mstep: Class 14 contains 45442 members 
Mstep: Class 17 contains 27249 members 
Mstep: Class 19 contains 8901 members 
Mstep: Class 23 contains 13888 members 
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Iteration 120F: 13 clusters Score -7.007018e+07 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22413 members 
Mstep: Class 7 contains 181894 members 
Mstep: Class 8 contains 216188 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139794 members 
Mstep: Class 13 contains 19775 members 
Mstep: Class 14 contains 45429 members 
Mstep: Class 17 contains 27262 members 
Mstep: Class 19 contains 8970 members 
Mstep: Class 23 contains 13882 members 
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Iteration 121Q: 13 clusters Score -7.007006e+07 nChanged 407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22417 members 
Mstep: Class 7 contains 181803 members 
Mstep: Class 8 contains 216182 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139765 members 
Mstep: Class 13 contains 19824 members 
Mstep: Class 14 contains 45420 members 
Mstep: Class 17 contains 27277 members 
Mstep: Class 19 contains 9037 members 
Mstep: Class 23 contains 13882 members 
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Iteration 122Q: 13 clusters Score -7.007011e+07 nChanged 409
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22418 members 
Mstep: Class 7 contains 181702 members 
Mstep: Class 8 contains 216173 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139758 members 
Mstep: Class 13 contains 19872 members 
Mstep: Class 14 contains 45412 members 
Mstep: Class 17 contains 27280 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 23 contains 13882 members 
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Iteration 123Q: 13 clusters Score -7.007021e+07 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 181586 members 
Mstep: Class 8 contains 216145 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139794 members 
Mstep: Class 13 contains 19910 members 
Mstep: Class 14 contains 45411 members 
Mstep: Class 17 contains 27288 members 
Mstep: Class 19 contains 9176 members 
Mstep: Class 23 contains 13881 members 
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Iteration 124Q: 13 clusters Score -7.007023e+07 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22412 members 
Mstep: Class 7 contains 181491 members 
Mstep: Class 8 contains 216137 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139818 members 
Mstep: Class 13 contains 19938 members 
Mstep: Class 14 contains 45413 members 
Mstep: Class 17 contains 27289 members 
Mstep: Class 19 contains 9229 members 
Mstep: Class 23 contains 13880 members 
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Iteration 125Q: 13 clusters Score -7.007026e+07 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22418 members 
Mstep: Class 7 contains 181382 members 
Mstep: Class 8 contains 216155 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139813 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 45408 members 
Mstep: Class 17 contains 27296 members 
Mstep: Class 19 contains 9290 members 
Mstep: Class 23 contains 13880 members 
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Iteration 126Q: 13 clusters Score -7.00701e+07 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22421 members 
Mstep: Class 7 contains 181290 members 
Mstep: Class 8 contains 216157 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139828 members 
Mstep: Class 13 contains 19982 members 
Mstep: Class 14 contains 45400 members 
Mstep: Class 17 contains 27306 members 
Mstep: Class 19 contains 9348 members 
Mstep: Class 23 contains 13875 members 
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Iteration 127Q: 13 clusters Score -7.007013e+07 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22417 members 
Mstep: Class 7 contains 181188 members 
Mstep: Class 8 contains 216158 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139851 members 
Mstep: Class 13 contains 20003 members 
Mstep: Class 14 contains 45393 members 
Mstep: Class 17 contains 27314 members 
Mstep: Class 19 contains 9411 members 
Mstep: Class 23 contains 13872 members 
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Iteration 128Q: 13 clusters Score -7.007009e+07 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 181046 members 
Mstep: Class 8 contains 216183 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 139902 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 45387 members 
Mstep: Class 17 contains 27318 members 
Mstep: Class 19 contains 9471 members 
Mstep: Class 23 contains 13870 members 
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Iteration 129Q: 13 clusters Score -7.007012e+07 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22418 members 
Mstep: Class 7 contains 180912 members 
Mstep: Class 8 contains 216196 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139924 members 
Mstep: Class 13 contains 20033 members 
Mstep: Class 14 contains 45384 members 
Mstep: Class 17 contains 27326 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 23 contains 13872 members 
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Iteration 130Q: 13 clusters Score -7.007006e+07 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22419 members 
Mstep: Class 7 contains 180762 members 
Mstep: Class 8 contains 216202 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139960 members 
Mstep: Class 13 contains 20058 members 
Mstep: Class 14 contains 45381 members 
Mstep: Class 17 contains 27331 members 
Mstep: Class 19 contains 9621 members 
Mstep: Class 23 contains 13872 members 
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Iteration 131Q: 13 clusters Score -7.007003e+07 nChanged 368
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22421 members 
Mstep: Class 7 contains 180588 members 
Mstep: Class 8 contains 216234 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139985 members 
Mstep: Class 13 contains 20073 members 
Mstep: Class 14 contains 45376 members 
Mstep: Class 17 contains 27332 members 
Mstep: Class 19 contains 9725 members 
Mstep: Class 23 contains 13872 members 
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Iteration 132Q: 13 clusters Score -7.007002e+07 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22422 members 
Mstep: Class 7 contains 180406 members 
Mstep: Class 8 contains 216260 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140019 members 
Mstep: Class 13 contains 20084 members 
Mstep: Class 14 contains 45371 members 
Mstep: Class 17 contains 27332 members 
Mstep: Class 19 contains 9842 members 
Mstep: Class 23 contains 13870 members 
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Iteration 133Q: 13 clusters Score -7.006998e+07 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22424 members 
Mstep: Class 7 contains 180202 members 
Mstep: Class 8 contains 216297 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140060 members 
Mstep: Class 13 contains 20096 members 
Mstep: Class 14 contains 45369 members 
Mstep: Class 17 contains 27339 members 
Mstep: Class 19 contains 9949 members 
Mstep: Class 23 contains 13871 members 
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Iteration 134Q: 13 clusters Score -7.007005e+07 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22427 members 
Mstep: Class 7 contains 179984 members 
Mstep: Class 8 contains 216326 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140099 members 
Mstep: Class 13 contains 20110 members 
Mstep: Class 14 contains 45364 members 
Mstep: Class 17 contains 27352 members 
Mstep: Class 19 contains 10072 members 
Mstep: Class 23 contains 13873 members 
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Iteration 135Q: 13 clusters Score -7.00701e+07 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22434 members 
Mstep: Class 7 contains 179730 members 
Mstep: Class 8 contains 216352 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140170 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 45362 members 
Mstep: Class 17 contains 27357 members 
Mstep: Class 19 contains 10203 members 
Mstep: Class 23 contains 13874 members 
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Iteration 136Q: 13 clusters Score -7.007006e+07 nChanged 493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22433 members 
Mstep: Class 7 contains 179423 members 
Mstep: Class 8 contains 216400 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140263 members 
Mstep: Class 13 contains 20137 members 
Mstep: Class 14 contains 45363 members 
Mstep: Class 17 contains 27366 members 
Mstep: Class 19 contains 10353 members 
Mstep: Class 23 contains 13869 members 
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Iteration 137Q: 13 clusters Score -7.00701e+07 nChanged 529
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22433 members 
Mstep: Class 7 contains 179105 members 
Mstep: Class 8 contains 216450 members 
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Mstep: Class 10 contains 140369 members 
Mstep: Class 13 contains 20145 members 
Mstep: Class 14 contains 45362 members 
Mstep: Class 17 contains 27370 members 
Mstep: Class 19 contains 10508 members 
Mstep: Class 23 contains 13865 members 
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Iteration 138Q: 13 clusters Score -7.007009e+07 nChanged 481
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22430 members 
Mstep: Class 7 contains 178800 members 
Mstep: Class 8 contains 216491 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140478 members 
Mstep: Class 13 contains 20157 members 
Mstep: Class 14 contains 45358 members 
Mstep: Class 17 contains 27375 members 
Mstep: Class 19 contains 10654 members 
Mstep: Class 23 contains 13864 members 
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Iteration 139Q: 13 clusters Score -7.007021e+07 nChanged 539
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22431 members 
Mstep: Class 7 contains 178475 members 
Mstep: Class 8 contains 216557 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140561 members 
Mstep: Class 13 contains 20171 members 
Mstep: Class 14 contains 45354 members 
Mstep: Class 17 contains 27386 members 
Mstep: Class 19 contains 10807 members 
Mstep: Class 23 contains 13865 members 
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Iteration 140F: 13 clusters Score -7.007021e+07 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22435 members 
Mstep: Class 7 contains 178138 members 
Mstep: Class 8 contains 216628 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140651 members 
Mstep: Class 13 contains 20184 members 
Mstep: Class 14 contains 45346 members 
Mstep: Class 17 contains 27387 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 23 contains 13866 members 
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Iteration 141Q: 13 clusters Score -7.007018e+07 nChanged 644
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22438 members 
Mstep: Class 7 contains 177818 members 
Mstep: Class 8 contains 216683 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140721 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 17 contains 27393 members 
Mstep: Class 19 contains 11138 members 
Mstep: Class 23 contains 13864 members 
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Iteration 142Q: 13 clusters Score -7.007029e+07 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 7 contains 177480 members 
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Mstep: Class 10 contains 140796 members 
Mstep: Class 13 contains 20236 members 
Mstep: Class 14 contains 45334 members 
Mstep: Class 17 contains 27405 members 
Mstep: Class 19 contains 11316 members 
Mstep: Class 23 contains 13865 members 
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Iteration 143Q: 13 clusters Score -7.007028e+07 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22449 members 
Mstep: Class 7 contains 177154 members 
Mstep: Class 8 contains 216767 members 
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Mstep: Class 10 contains 140880 members 
Mstep: Class 13 contains 20258 members 
Mstep: Class 14 contains 45331 members 
Mstep: Class 17 contains 27412 members 
Mstep: Class 19 contains 11492 members 
Mstep: Class 23 contains 13864 members 
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Iteration 144Q: 13 clusters Score -7.007014e+07 nChanged 549
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22455 members 
Mstep: Class 7 contains 176907 members 
Mstep: Class 8 contains 216772 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140933 members 
Mstep: Class 13 contains 20271 members 
Mstep: Class 14 contains 45336 members 
Mstep: Class 17 contains 27420 members 
Mstep: Class 19 contains 11649 members 
Mstep: Class 23 contains 13864 members 
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Iteration 145Q: 13 clusters Score -7.007012e+07 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22457 members 
Mstep: Class 7 contains 176638 members 
Mstep: Class 8 contains 216771 members 
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Mstep: Class 10 contains 140993 members 
Mstep: Class 13 contains 20287 members 
Mstep: Class 14 contains 45337 members 
Mstep: Class 17 contains 27435 members 
Mstep: Class 19 contains 11823 members 
Mstep: Class 23 contains 13866 members 
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Iteration 146Q: 13 clusters Score -7.007012e+07 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22464 members 
Mstep: Class 7 contains 176360 members 
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Mstep: Class 10 contains 141061 members 
Mstep: Class 13 contains 20293 members 
Mstep: Class 14 contains 45334 members 
Mstep: Class 17 contains 27460 members 
Mstep: Class 19 contains 11987 members 
Mstep: Class 23 contains 13866 members 
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Iteration 147Q: 13 clusters Score -7.006998e+07 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22463 members 
Mstep: Class 7 contains 176052 members 
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Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141126 members 
Mstep: Class 13 contains 20299 members 
Mstep: Class 14 contains 45334 members 
Mstep: Class 17 contains 27473 members 
Mstep: Class 19 contains 12167 members 
Mstep: Class 23 contains 13866 members 
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Iteration 148Q: 13 clusters Score -7.00701e+07 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 6 contains 22466 members 
Mstep: Class 7 contains 175752 members 
Mstep: Class 8 contains 216877 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141169 members 
Mstep: Class 13 contains 20307 members 
Mstep: Class 14 contains 45330 members 
Mstep: Class 17 contains 27489 members 
Mstep: Class 19 contains 12353 members 
Mstep: Class 23 contains 13864 members 
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ConsiderDeletion 
Score: -70070024.000000 Penalty: 39975.386719
Iteration 149Q: 13 clusters Score -7.007002e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22469 members 
Mstep: Class 7 contains 175426 members 
Mstep: Class 8 contains 216904 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141226 members 
Mstep: Class 13 contains 20317 members 
Mstep: Class 14 contains 45328 members 
Mstep: Class 17 contains 27511 members 
Mstep: Class 19 contains 12563 members 
Mstep: Class 23 contains 13863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70069976.000000 Penalty: 39975.386719
Iteration 150Q: 13 clusters Score -7.006998e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22467 members 
Mstep: Class 7 contains 175126 members 
Mstep: Class 8 contains 216934 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141259 members 
Mstep: Class 13 contains 20330 members 
Mstep: Class 14 contains 45324 members 
Mstep: Class 17 contains 27532 members 
Mstep: Class 19 contains 12769 members 
Mstep: Class 23 contains 13866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070192.000000 Penalty: 39975.386719
Iteration 151Q: 13 clusters Score -7.007019e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22467 members 
Mstep: Class 7 contains 174825 members 
Mstep: Class 8 contains 216959 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141279 members 
Mstep: Class 13 contains 20344 members 
Mstep: Class 14 contains 45317 members 
Mstep: Class 17 contains 27551 members 
Mstep: Class 19 contains 12997 members 
Mstep: Class 23 contains 13868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070264.000000 Penalty: 39975.386719
Iteration 152Q: 13 clusters Score -7.007026e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22470 members 
Mstep: Class 7 contains 174507 members 
Mstep: Class 8 contains 216969 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141305 members 
Mstep: Class 13 contains 20352 members 
Mstep: Class 14 contains 45309 members 
Mstep: Class 17 contains 27573 members 
Mstep: Class 19 contains 13253 members 
Mstep: Class 23 contains 13869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070336.000000 Penalty: 39975.386719
Iteration 153Q: 13 clusters Score -7.007034e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22475 members 
Mstep: Class 7 contains 174176 members 
Mstep: Class 8 contains 216987 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141335 members 
Mstep: Class 13 contains 20363 members 
Mstep: Class 14 contains 45301 members 
Mstep: Class 17 contains 27587 members 
Mstep: Class 19 contains 13515 members 
Mstep: Class 23 contains 13868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070416.000000 Penalty: 39975.386719
Iteration 154Q: 13 clusters Score -7.007042e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22472 members 
Mstep: Class 7 contains 173853 members 
Mstep: Class 8 contains 216983 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141365 members 
Mstep: Class 13 contains 20377 members 
Mstep: Class 14 contains 45298 members 
Mstep: Class 17 contains 27601 members 
Mstep: Class 19 contains 13796 members 
Mstep: Class 23 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070408.000000 Penalty: 39975.386719
Iteration 155Q: 13 clusters Score -7.007041e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22468 members 
Mstep: Class 7 contains 173556 members 
Mstep: Class 8 contains 216978 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141380 members 
Mstep: Class 13 contains 20390 members 
Mstep: Class 14 contains 45292 members 
Mstep: Class 17 contains 27616 members 
Mstep: Class 19 contains 14065 members 
Mstep: Class 23 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070504.000000 Penalty: 39975.386719
Iteration 156Q: 13 clusters Score -7.00705e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22473 members 
Mstep: Class 7 contains 173275 members 
Mstep: Class 8 contains 216952 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141383 members 
Mstep: Class 13 contains 20405 members 
Mstep: Class 14 contains 45291 members 
Mstep: Class 17 contains 27641 members 
Mstep: Class 19 contains 14328 members 
Mstep: Class 23 contains 13859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070536.000000 Penalty: 39975.386719
Iteration 157Q: 13 clusters Score -7.007054e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22471 members 
Mstep: Class 7 contains 173011 members 
Mstep: Class 8 contains 216936 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141375 members 
Mstep: Class 13 contains 20411 members 
Mstep: Class 14 contains 45290 members 
Mstep: Class 17 contains 27666 members 
Mstep: Class 19 contains 14594 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070464.000000 Penalty: 39975.386719
Iteration 158Q: 13 clusters Score -7.007046e+07 nChanged 863
Entering ConstructFrom: 
Score: -70070464.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -170286.859375 Penalty: 1872.433472
	Iteration 0F: 2 clusters Score -170286.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -167799.843750 Penalty: 3744.866943
	Iteration 0F: 3 clusters Score -167799.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -168697.921875 Penalty: 3744.866943
	Iteration 1F: 3 clusters Score -168697.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -169109.593750 Penalty: 3744.866943
	Iteration 2F: 3 clusters Score -169109.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -169416.609375 Penalty: 3744.866943
	Iteration 3F: 3 clusters Score -169416.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -169714.703125 Penalty: 3744.866943
	Iteration 4F: 3 clusters Score -169714.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -170026.968750 Penalty: 3744.866943
	Iteration 5F: 3 clusters Score -170027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -170386.484375 Penalty: 3744.866943
	Iteration 6Q: 3 clusters Score -170386.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -170821.921875 Penalty: 3744.866943
	Iteration 7Q: 3 clusters Score -170821.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -170976.781250 Penalty: 3744.866943
	Iteration 8Q: 3 clusters Score -170976.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -171044.203125 Penalty: 3744.866943
	Iteration 9Q: 3 clusters Score -171044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -171099.609375 Penalty: 3744.866943
	Iteration 10Q: 3 clusters Score -171099.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -171136.265625 Penalty: 3744.866943
	Iteration 11Q: 3 clusters Score -171136.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -171158.031250 Penalty: 3744.866943
	Iteration 12Q: 3 clusters Score -171158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -171176.578125 Penalty: 3744.866943
	Iteration 13Q: 3 clusters Score -171176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -171187.359375 Penalty: 3744.866943
	Iteration 14Q: 3 clusters Score -171187.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -171211.781250 Penalty: 3744.866943
	Iteration 15Q: 3 clusters Score -171211.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -171240.484375 Penalty: 3744.866943
	Iteration 16Q: 3 clusters Score -171240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -171263.218750 Penalty: 3744.866943
	Iteration 17Q: 3 clusters Score -171263.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -171290.484375 Penalty: 3744.866943
	Iteration 18Q: 3 clusters Score -171290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -171330.078125 Penalty: 3744.866943
	Iteration 19Q: 3 clusters Score -171330.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -171374.734375 Penalty: 3744.866943
	Iteration 20F: 3 clusters Score -171374.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -171436.484375 Penalty: 3744.866943
	Iteration 21Q: 3 clusters Score -171436.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -171486.875000 Penalty: 3744.866943
	Iteration 22Q: 3 clusters Score -171486.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -171501.343750 Penalty: 3744.866943
	Iteration 23Q: 3 clusters Score -171501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -171504.406250 Penalty: 3744.866943
	Iteration 24Q: 3 clusters Score -171504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -171505.125000 Penalty: 3744.866943
	Iteration 25Q: 3 clusters Score -171505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -171505.296875 Penalty: 3744.866943
	Iteration 26Q: 3 clusters Score -171505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -171505.296875 Penalty: 3744.866943
	Iteration 27F: 3 clusters Score -171505.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 6 contains 22479 members 
Mstep: Class 7 contains 172650 members 
Mstep: Class 8 contains 216943 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141376 members 
Mstep: Class 13 contains 20421 members 
Mstep: Class 14 contains 45297 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 23 contains 13856 members 
Entering Unmasked Estep 
Score: -70070216.000000 Penalty: 43306.667969
Splitting cluster 1 changes total score from -70070464.000000 to -70070216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -74112.226562 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -74112.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72410.203125 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -72410.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73095.570312 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -73095.57 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73769.890625 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -73769.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74200.585938 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -74200.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -74386.710938 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -74386.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -74476.265625 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -74476.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -74516.015625 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -74516.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -74529.695312 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -74529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -74533.851562 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -74533.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -74533.851562 Penalty: 3322.340820
	Iteration 9F: 3 clusters Score -74533.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 3 contains 115 members 
Mstep: Class 6 contains 22479 members 
Mstep: Class 7 contains 172650 members 
Mstep: Class 8 contains 216943 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141376 members 
Mstep: Class 13 contains 20421 members 
Mstep: Class 14 contains 45297 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 23 contains 13856 members 
Entering Unmasked Estep 
Score: -70069208.000000 Penalty: 43306.667969
Splitting cluster 2 changes total score from -70070464.000000 to -70069208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (22479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Entering Unmasked Estep 
Score: -2388718.500000 Penalty: 2485.043701
	Iteration 0F: 2 clusters Score -2388718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2373053.500000 Penalty: 4970.087402
	Iteration 0F: 3 clusters Score -2373054 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2378530.750000 Penalty: 4970.087402
	Iteration 1F: 3 clusters Score -2378531 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2379061.500000 Penalty: 4970.087402
	Iteration 2F: 3 clusters Score -2379062 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2379630.500000 Penalty: 4970.087402
	Iteration 3F: 3 clusters Score -2379630 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2380258.750000 Penalty: 4970.087402
	Iteration 4F: 3 clusters Score -2380259 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2381050.000000 Penalty: 4970.087402
	Iteration 5F: 3 clusters Score -2381050 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2382070.500000 Penalty: 4970.087402
	Iteration 6F: 3 clusters Score -2382070 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2383213.000000 Penalty: 4970.087402
	Iteration 7F: 3 clusters Score -2383213 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2384285.500000 Penalty: 4970.087402
	Iteration 8F: 3 clusters Score -2384286 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2385037.250000 Penalty: 4970.087402
	Iteration 9Q: 3 clusters Score -2385037 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2385475.750000 Penalty: 4970.087402
	Iteration 10Q: 3 clusters Score -2385476 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2385759.500000 Penalty: 4970.087402
	Iteration 11Q: 3 clusters Score -2385760 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2385930.250000 Penalty: 4970.087402
	Iteration 12Q: 3 clusters Score -2385930 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2386058.500000 Penalty: 4970.087402
	Iteration 13Q: 3 clusters Score -2386058 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2386146.500000 Penalty: 4970.087402
	Iteration 14Q: 3 clusters Score -2386146 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2386227.500000 Penalty: 4970.087402
	Iteration 15Q: 3 clusters Score -2386228 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2386317.750000 Penalty: 4970.087402
	Iteration 16Q: 3 clusters Score -2386318 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2386377.250000 Penalty: 4970.087402
	Iteration 17Q: 3 clusters Score -2386377 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -2386431.250000 Penalty: 4970.087402
	Iteration 18Q: 3 clusters Score -2386431 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2386491.250000 Penalty: 4970.087402
	Iteration 19Q: 3 clusters Score -2386491 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2386542.000000 Penalty: 4970.087402
	Iteration 20F: 3 clusters Score -2386542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2386602.000000 Penalty: 4970.087402
	Iteration 21Q: 3 clusters Score -2386602 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2386647.750000 Penalty: 4970.087402
	Iteration 22Q: 3 clusters Score -2386648 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2386693.500000 Penalty: 4970.087402
	Iteration 23Q: 3 clusters Score -2386694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2386738.000000 Penalty: 4970.087402
	Iteration 24Q: 3 clusters Score -2386738 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2386778.000000 Penalty: 4970.087402
	Iteration 25Q: 3 clusters Score -2386778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2386809.000000 Penalty: 4970.087402
	Iteration 26Q: 3 clusters Score -2386809 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2386825.250000 Penalty: 4970.087402
	Iteration 27Q: 3 clusters Score -2386825 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2386846.250000 Penalty: 4970.087402
	Iteration 28Q: 3 clusters Score -2386846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2386866.500000 Penalty: 4970.087402
	Iteration 29Q: 3 clusters Score -2386866 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2386893.500000 Penalty: 4970.087402
	Iteration 30Q: 3 clusters Score -2386894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2386911.750000 Penalty: 4970.087402
	Iteration 31Q: 3 clusters Score -2386912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2386928.750000 Penalty: 4970.087402
	Iteration 32Q: 3 clusters Score -2386929 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2386942.750000 Penalty: 4970.087402
	Iteration 33Q: 3 clusters Score -2386943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2386956.250000 Penalty: 4970.087402
	Iteration 34Q: 3 clusters Score -2386956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2386965.500000 Penalty: 4970.087402
	Iteration 35Q: 3 clusters Score -2386966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2386973.250000 Penalty: 4970.087402
	Iteration 36Q: 3 clusters Score -2386973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2386990.500000 Penalty: 4970.087402
	Iteration 37Q: 3 clusters Score -2386990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2386996.750000 Penalty: 4970.087402
	Iteration 38Q: 3 clusters Score -2386997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2387003.500000 Penalty: 4970.087402
	Iteration 39Q: 3 clusters Score -2387004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2387012.750000 Penalty: 4970.087402
	Iteration 40F: 3 clusters Score -2387013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2387024.250000 Penalty: 4970.087402
	Iteration 41Q: 3 clusters Score -2387024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2387029.000000 Penalty: 4970.087402
	Iteration 42Q: 3 clusters Score -2387029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2387034.000000 Penalty: 4970.087402
	Iteration 43Q: 3 clusters Score -2387034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2387043.500000 Penalty: 4970.087402
	Iteration 44Q: 3 clusters Score -2387044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2387052.500000 Penalty: 4970.087402
	Iteration 45Q: 3 clusters Score -2387052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2387058.500000 Penalty: 4970.087402
	Iteration 46Q: 3 clusters Score -2387058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2387073.500000 Penalty: 4970.087402
	Iteration 47Q: 3 clusters Score -2387074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2387095.500000 Penalty: 4970.087402
	Iteration 48Q: 3 clusters Score -2387096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2387107.000000 Penalty: 4970.087402
	Iteration 49Q: 3 clusters Score -2387107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2387124.250000 Penalty: 4970.087402
	Iteration 50Q: 3 clusters Score -2387124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2387125.000000 Penalty: 4970.087402
	Iteration 51Q: 3 clusters Score -2387125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2387128.750000 Penalty: 4970.087402
	Iteration 52Q: 3 clusters Score -2387129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2387134.750000 Penalty: 4970.087402
	Iteration 53Q: 3 clusters Score -2387135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2387141.000000 Penalty: 4970.087402
	Iteration 54Q: 3 clusters Score -2387141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2387152.750000 Penalty: 4970.087402
	Iteration 55Q: 3 clusters Score -2387153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2387172.500000 Penalty: 4970.087402
	Iteration 56Q: 3 clusters Score -2387172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2387185.000000 Penalty: 4970.087402
	Iteration 57Q: 3 clusters Score -2387185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2387197.250000 Penalty: 4970.087402
	Iteration 58Q: 3 clusters Score -2387197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2387194.750000 Penalty: 4970.087402
	Iteration 59Q: 3 clusters Score -2387195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2387201.750000 Penalty: 4970.087402
	Iteration 60F: 3 clusters Score -2387202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2387208.000000 Penalty: 4970.087402
	Iteration 61Q: 3 clusters Score -2387208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2387207.750000 Penalty: 4970.087402
	Iteration 62Q: 3 clusters Score -2387208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2387216.000000 Penalty: 4970.087402
	Iteration 63Q: 3 clusters Score -2387216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2387222.250000 Penalty: 4970.087402
	Iteration 64Q: 3 clusters Score -2387222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2387225.750000 Penalty: 4970.087402
	Iteration 65Q: 3 clusters Score -2387226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2387229.500000 Penalty: 4970.087402
	Iteration 66Q: 3 clusters Score -2387230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2387230.750000 Penalty: 4970.087402
	Iteration 67Q: 3 clusters Score -2387231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2387235.250000 Penalty: 4970.087402
	Iteration 68Q: 3 clusters Score -2387235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2387232.250000 Penalty: 4970.087402
	Iteration 69Q: 3 clusters Score -2387232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2387232.250000 Penalty: 4970.087402
	Iteration 70Q: 3 clusters Score -2387232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2387231.500000 Penalty: 4970.087402
	Iteration 71Q: 3 clusters Score -2387232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2387229.000000 Penalty: 4970.087402
	Iteration 72Q: 3 clusters Score -2387229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2387230.000000 Penalty: 4970.087402
	Iteration 73Q: 3 clusters Score -2387230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2387233.750000 Penalty: 4970.087402
	Iteration 74Q: 3 clusters Score -2387234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2387239.250000 Penalty: 4970.087402
	Iteration 75Q: 3 clusters Score -2387239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2387241.000000 Penalty: 4970.087402
	Iteration 76Q: 3 clusters Score -2387241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2387239.750000 Penalty: 4970.087402
	Iteration 77Q: 3 clusters Score -2387240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2387245.750000 Penalty: 4970.087402
	Iteration 78Q: 3 clusters Score -2387246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2387241.500000 Penalty: 4970.087402
	Iteration 79Q: 3 clusters Score -2387242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2387250.250000 Penalty: 4970.087402
	Iteration 80F: 3 clusters Score -2387250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2387251.000000 Penalty: 4970.087402
	Iteration 81Q: 3 clusters Score -2387251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2387257.750000 Penalty: 4970.087402
	Iteration 82Q: 3 clusters Score -2387258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2387258.750000 Penalty: 4970.087402
	Iteration 83Q: 3 clusters Score -2387259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2387261.000000 Penalty: 4970.087402
	Iteration 84Q: 3 clusters Score -2387261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2387260.000000 Penalty: 4970.087402
	Iteration 85Q: 3 clusters Score -2387260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2387262.250000 Penalty: 4970.087402
	Iteration 86Q: 3 clusters Score -2387262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2387272.500000 Penalty: 4970.087402
	Iteration 87Q: 3 clusters Score -2387272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2387270.750000 Penalty: 4970.087402
	Iteration 88Q: 3 clusters Score -2387271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2387268.250000 Penalty: 4970.087402
	Iteration 89Q: 3 clusters Score -2387268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2387268.250000 Penalty: 4970.087402
	Iteration 90F: 3 clusters Score -2387268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (172650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172650 members 
Entering Unmasked Estep 
Score: -18039616.000000 Penalty: 2990.637451
	Iteration 0F: 2 clusters Score -1.803962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -17926784.000000 Penalty: 5981.274902
	Iteration 0F: 3 clusters Score -1.792678e+07 nChanged 82670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -17975028.000000 Penalty: 5981.274902
	Iteration 1F: 3 clusters Score -1.797503e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -17976046.000000 Penalty: 5981.274902
	Iteration 2Q: 3 clusters Score -1.797605e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 81541 members 
Entering Unmasked Estep 
Score: -17977400.000000 Penalty: 5981.274902
	Iteration 3Q: 3 clusters Score -1.79774e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93120 members 
Mstep: Class 2 contains 79530 members 
Entering Unmasked Estep 
Score: -17979284.000000 Penalty: 5981.274902
	Iteration 4Q: 3 clusters Score -1.797928e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -17982236.000000 Penalty: 5981.274902
	Iteration 5Q: 3 clusters Score -1.798224e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 73310 members 
Entering Unmasked Estep 
Score: -17986186.000000 Penalty: 5981.274902
	Iteration 6Q: 3 clusters Score -1.798619e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -17991470.000000 Penalty: 5981.274902
	Iteration 7F: 3 clusters Score -1.799147e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -17997900.000000 Penalty: 5981.274902
	Iteration 8F: 3 clusters Score -1.79979e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115108 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -18004808.000000 Penalty: 5981.274902
	Iteration 9F: 3 clusters Score -1.800481e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120537 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -18011370.000000 Penalty: 5981.274902
	Iteration 10F: 3 clusters Score -1.801137e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125185 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -18015932.000000 Penalty: 5981.274902
	Iteration 11Q: 3 clusters Score -1.801593e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128944 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -18019322.000000 Penalty: 5981.274902
	Iteration 12Q: 3 clusters Score -1.801932e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132247 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -18021440.000000 Penalty: 5981.274902
	Iteration 13Q: 3 clusters Score -1.802144e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135313 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -18022792.000000 Penalty: 5981.274902
	Iteration 14Q: 3 clusters Score -1.802279e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -18023998.000000 Penalty: 5981.274902
	Iteration 15Q: 3 clusters Score -1.8024e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141490 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -18025088.000000 Penalty: 5981.274902
	Iteration 16Q: 3 clusters Score -1.802509e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144568 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -18026052.000000 Penalty: 5981.274902
	Iteration 17Q: 3 clusters Score -1.802605e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147560 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -18027160.000000 Penalty: 5981.274902
	Iteration 18Q: 3 clusters Score -1.802716e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -18028228.000000 Penalty: 5981.274902
	Iteration 19Q: 3 clusters Score -1.802823e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153192 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -18029336.000000 Penalty: 5981.274902
	Iteration 20F: 3 clusters Score -1.802934e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155800 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -18030348.000000 Penalty: 5981.274902
	Iteration 21Q: 3 clusters Score -1.803035e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -18031348.000000 Penalty: 5981.274902
	Iteration 22Q: 3 clusters Score -1.803135e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -18032282.000000 Penalty: 5981.274902
	Iteration 23Q: 3 clusters Score -1.803228e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162162 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -18033086.000000 Penalty: 5981.274902
	Iteration 24Q: 3 clusters Score -1.803309e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163834 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -18033782.000000 Penalty: 5981.274902
	Iteration 25Q: 3 clusters Score -1.803378e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -18034464.000000 Penalty: 5981.274902
	Iteration 26Q: 3 clusters Score -1.803446e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -18034972.000000 Penalty: 5981.274902
	Iteration 27Q: 3 clusters Score -1.803497e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167535 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -18035442.000000 Penalty: 5981.274902
	Iteration 28Q: 3 clusters Score -1.803544e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168320 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -18035710.000000 Penalty: 5981.274902
	Iteration 29Q: 3 clusters Score -1.803571e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168968 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -18035996.000000 Penalty: 5981.274902
	Iteration 30Q: 3 clusters Score -1.8036e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169482 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -18036192.000000 Penalty: 5981.274902
	Iteration 31Q: 3 clusters Score -1.803619e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169883 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -18036368.000000 Penalty: 5981.274902
	Iteration 32Q: 3 clusters Score -1.803637e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170199 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -18036540.000000 Penalty: 5981.274902
	Iteration 33Q: 3 clusters Score -1.803654e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170436 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18036628.000000 Penalty: 5981.274902
	Iteration 34Q: 3 clusters Score -1.803663e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -18036722.000000 Penalty: 5981.274902
	Iteration 35Q: 3 clusters Score -1.803672e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170795 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -18036762.000000 Penalty: 5981.274902
	Iteration 36Q: 3 clusters Score -1.803676e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170923 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -18036832.000000 Penalty: 5981.274902
	Iteration 37Q: 3 clusters Score -1.803683e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171028 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -18036896.000000 Penalty: 5981.274902
	Iteration 38Q: 3 clusters Score -1.80369e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171112 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -18036914.000000 Penalty: 5981.274902
	Iteration 39Q: 3 clusters Score -1.803691e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171184 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -18036912.000000 Penalty: 5981.274902
	Iteration 40F: 3 clusters Score -1.803691e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -18036962.000000 Penalty: 5981.274902
	Iteration 41Q: 3 clusters Score -1.803696e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171298 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -18036996.000000 Penalty: 5981.274902
	Iteration 42Q: 3 clusters Score -1.8037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171339 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -18036996.000000 Penalty: 5981.274902
	Iteration 43Q: 3 clusters Score -1.8037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -18037012.000000 Penalty: 5981.274902
	Iteration 44Q: 3 clusters Score -1.803701e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -18037042.000000 Penalty: 5981.274902
	Iteration 45Q: 3 clusters Score -1.803704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -18037034.000000 Penalty: 5981.274902
	Iteration 46Q: 3 clusters Score -1.803703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -18037048.000000 Penalty: 5981.274902
	Iteration 47Q: 3 clusters Score -1.803705e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171455 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -18037050.000000 Penalty: 5981.274902
	Iteration 48Q: 3 clusters Score -1.803705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171474 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -18037080.000000 Penalty: 5981.274902
	Iteration 49Q: 3 clusters Score -1.803708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -18037106.000000 Penalty: 5981.274902
	Iteration 50Q: 3 clusters Score -1.803711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171505 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -18037100.000000 Penalty: 5981.274902
	Iteration 51Q: 3 clusters Score -1.80371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171518 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -18037092.000000 Penalty: 5981.274902
	Iteration 52Q: 3 clusters Score -1.803709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171528 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -18037094.000000 Penalty: 5981.274902
	Iteration 53Q: 3 clusters Score -1.803709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171535 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -18037090.000000 Penalty: 5981.274902
	Iteration 54Q: 3 clusters Score -1.803709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171543 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -18037084.000000 Penalty: 5981.274902
	Iteration 55Q: 3 clusters Score -1.803708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171545 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18037114.000000 Penalty: 5981.274902
	Iteration 56Q: 3 clusters Score -1.803711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -18037102.000000 Penalty: 5981.274902
	Iteration 57Q: 3 clusters Score -1.80371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171564 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18037118.000000 Penalty: 5981.274902
	Iteration 58Q: 3 clusters Score -1.803712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171570 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -18037112.000000 Penalty: 5981.274902
	Iteration 59Q: 3 clusters Score -1.803711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171574 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -18037116.000000 Penalty: 5981.274902
	Iteration 60F: 3 clusters Score -1.803712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171582 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -18037116.000000 Penalty: 5981.274902
	Iteration 61Q: 3 clusters Score -1.803712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171588 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18037114.000000 Penalty: 5981.274902
	Iteration 62Q: 3 clusters Score -1.803711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171595 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -18037116.000000 Penalty: 5981.274902
	Iteration 63Q: 3 clusters Score -1.803712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171598 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -18037120.000000 Penalty: 5981.274902
	Iteration 64Q: 3 clusters Score -1.803712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -18037122.000000 Penalty: 5981.274902
	Iteration 65Q: 3 clusters Score -1.803712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -18037122.000000 Penalty: 5981.274902
	Iteration 66F: 3 clusters Score -1.803712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (216943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216943 members 
Entering Unmasked Estep 
Score: -22691308.000000 Penalty: 3047.272705
	Iteration 0F: 2 clusters Score -2.269131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108320 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -22554256.000000 Penalty: 6094.545410
	Iteration 0F: 3 clusters Score -2.255426e+07 nChanged 104500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -22615076.000000 Penalty: 6094.545410
	Iteration 1F: 3 clusters Score -2.261508e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -22616064.000000 Penalty: 6094.545410
	Iteration 2Q: 3 clusters Score -2.261606e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 109603 members 
Entering Unmasked Estep 
Score: -22617066.000000 Penalty: 6094.545410
	Iteration 3Q: 3 clusters Score -2.261707e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -22618190.000000 Penalty: 6094.545410
	Iteration 4Q: 3 clusters Score -2.261819e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -22619298.000000 Penalty: 6094.545410
	Iteration 5Q: 3 clusters Score -2.26193e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103936 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -22620916.000000 Penalty: 6094.545410
	Iteration 6Q: 3 clusters Score -2.262092e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101097 members 
Mstep: Class 2 contains 115846 members 
Entering Unmasked Estep 
Score: -22623024.000000 Penalty: 6094.545410
	Iteration 7Q: 3 clusters Score -2.262302e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 119969 members 
Entering Unmasked Estep 
Score: -22625766.000000 Penalty: 6094.545410
	Iteration 8Q: 3 clusters Score -2.262577e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 126148 members 
Entering Unmasked Estep 
Score: -22630488.000000 Penalty: 6094.545410
	Iteration 9Q: 3 clusters Score -2.263049e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 134582 members 
Entering Unmasked Estep 
Score: -22637570.000000 Penalty: 6094.545410
	Iteration 10F: 3 clusters Score -2.263757e+07 nChanged 12727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 144513 members 
Entering Unmasked Estep 
Score: -22646954.000000 Penalty: 6094.545410
	Iteration 11F: 3 clusters Score -2.264695e+07 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -22656112.000000 Penalty: 6094.545410
	Iteration 12F: 3 clusters Score -2.265611e+07 nChanged 11083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 161255 members 
Entering Unmasked Estep 
Score: -22663022.000000 Penalty: 6094.545410
	Iteration 13F: 3 clusters Score -2.266302e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 166894 members 
Entering Unmasked Estep 
Score: -22667006.000000 Penalty: 6094.545410
	Iteration 14Q: 3 clusters Score -2.266701e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -22669662.000000 Penalty: 6094.545410
	Iteration 15Q: 3 clusters Score -2.266966e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 176124 members 
Entering Unmasked Estep 
Score: -22671726.000000 Penalty: 6094.545410
	Iteration 16Q: 3 clusters Score -2.267173e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 180315 members 
Entering Unmasked Estep 
Score: -22673452.000000 Penalty: 6094.545410
	Iteration 17Q: 3 clusters Score -2.267345e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 184466 members 
Entering Unmasked Estep 
Score: -22675264.000000 Penalty: 6094.545410
	Iteration 18Q: 3 clusters Score -2.267526e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 188534 members 
Entering Unmasked Estep 
Score: -22677308.000000 Penalty: 6094.545410
	Iteration 19Q: 3 clusters Score -2.267731e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 192540 members 
Entering Unmasked Estep 
Score: -22679208.000000 Penalty: 6094.545410
	Iteration 20F: 3 clusters Score -2.267921e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 196434 members 
Entering Unmasked Estep 
Score: -22681622.000000 Penalty: 6094.545410
	Iteration 21Q: 3 clusters Score -2.268162e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 200104 members 
Entering Unmasked Estep 
Score: -22683434.000000 Penalty: 6094.545410
	Iteration 22Q: 3 clusters Score -2.268343e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 203383 members 
Entering Unmasked Estep 
Score: -22684482.000000 Penalty: 6094.545410
	Iteration 23Q: 3 clusters Score -2.268448e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 206122 members 
Entering Unmasked Estep 
Score: -22685456.000000 Penalty: 6094.545410
	Iteration 24Q: 3 clusters Score -2.268546e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 208394 members 
Entering Unmasked Estep 
Score: -22686160.000000 Penalty: 6094.545410
	Iteration 25Q: 3 clusters Score -2.268616e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 210245 members 
Entering Unmasked Estep 
Score: -22686890.000000 Penalty: 6094.545410
	Iteration 26Q: 3 clusters Score -2.268689e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 211681 members 
Entering Unmasked Estep 
Score: -22687302.000000 Penalty: 6094.545410
	Iteration 27Q: 3 clusters Score -2.26873e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 212789 members 
Entering Unmasked Estep 
Score: -22687684.000000 Penalty: 6094.545410
	Iteration 28Q: 3 clusters Score -2.268768e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 213612 members 
Entering Unmasked Estep 
Score: -22687962.000000 Penalty: 6094.545410
	Iteration 29Q: 3 clusters Score -2.268796e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 214184 members 
Entering Unmasked Estep 
Score: -22688244.000000 Penalty: 6094.545410
	Iteration 30Q: 3 clusters Score -2.268824e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 214622 members 
Entering Unmasked Estep 
Score: -22688394.000000 Penalty: 6094.545410
	Iteration 31Q: 3 clusters Score -2.268839e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 214922 members 
Entering Unmasked Estep 
Score: -22688458.000000 Penalty: 6094.545410
	Iteration 32Q: 3 clusters Score -2.268846e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 215149 members 
Entering Unmasked Estep 
Score: -22688554.000000 Penalty: 6094.545410
	Iteration 33Q: 3 clusters Score -2.268855e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 215317 members 
Entering Unmasked Estep 
Score: -22688632.000000 Penalty: 6094.545410
	Iteration 34Q: 3 clusters Score -2.268863e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 215463 members 
Entering Unmasked Estep 
Score: -22688698.000000 Penalty: 6094.545410
	Iteration 35Q: 3 clusters Score -2.26887e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 215589 members 
Entering Unmasked Estep 
Score: -22688708.000000 Penalty: 6094.545410
	Iteration 36Q: 3 clusters Score -2.268871e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 215693 members 
Entering Unmasked Estep 
Score: -22688786.000000 Penalty: 6094.545410
	Iteration 37Q: 3 clusters Score -2.268879e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 215756 members 
Entering Unmasked Estep 
Score: -22688802.000000 Penalty: 6094.545410
	Iteration 38Q: 3 clusters Score -2.26888e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 215823 members 
Entering Unmasked Estep 
Score: -22688802.000000 Penalty: 6094.545410
	Iteration 39Q: 3 clusters Score -2.26888e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 215875 members 
Entering Unmasked Estep 
Score: -22688782.000000 Penalty: 6094.545410
	Iteration 40F: 3 clusters Score -2.268878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 215910 members 
Entering Unmasked Estep 
Score: -22688806.000000 Penalty: 6094.545410
	Iteration 41Q: 3 clusters Score -2.268881e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 215936 members 
Entering Unmasked Estep 
Score: -22688824.000000 Penalty: 6094.545410
	Iteration 42Q: 3 clusters Score -2.268882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 215955 members 
Entering Unmasked Estep 
Score: -22688824.000000 Penalty: 6094.545410
	Iteration 43Q: 3 clusters Score -2.268882e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 215975 members 
Entering Unmasked Estep 
Score: -22688816.000000 Penalty: 6094.545410
	Iteration 44Q: 3 clusters Score -2.268882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 216000 members 
Entering Unmasked Estep 
Score: -22688810.000000 Penalty: 6094.545410
	Iteration 45Q: 3 clusters Score -2.268881e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 216020 members 
Entering Unmasked Estep 
Score: -22688854.000000 Penalty: 6094.545410
	Iteration 46Q: 3 clusters Score -2.268885e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 216041 members 
Entering Unmasked Estep 
Score: -22688874.000000 Penalty: 6094.545410
	Iteration 47Q: 3 clusters Score -2.268887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 216056 members 
Entering Unmasked Estep 
Score: -22688884.000000 Penalty: 6094.545410
	Iteration 48Q: 3 clusters Score -2.268888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 216067 members 
Entering Unmasked Estep 
Score: -22688880.000000 Penalty: 6094.545410
	Iteration 49Q: 3 clusters Score -2.268888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 216078 members 
Entering Unmasked Estep 
Score: -22688868.000000 Penalty: 6094.545410
	Iteration 50Q: 3 clusters Score -2.268887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 216086 members 
Entering Unmasked Estep 
Score: -22688896.000000 Penalty: 6094.545410
	Iteration 51Q: 3 clusters Score -2.26889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 216095 members 
Entering Unmasked Estep 
Score: -22688874.000000 Penalty: 6094.545410
	Iteration 52Q: 3 clusters Score -2.268887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 216103 members 
Entering Unmasked Estep 
Score: -22688862.000000 Penalty: 6094.545410
	Iteration 53Q: 3 clusters Score -2.268886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 216107 members 
Entering Unmasked Estep 
Score: -22688868.000000 Penalty: 6094.545410
	Iteration 54Q: 3 clusters Score -2.268887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 216109 members 
Entering Unmasked Estep 
Score: -22688868.000000 Penalty: 6094.545410
	Iteration 55Q: 3 clusters Score -2.268887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 216112 members 
Entering Unmasked Estep 
Score: -22688866.000000 Penalty: 6094.545410
	Iteration 56Q: 3 clusters Score -2.268887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 216116 members 
Entering Unmasked Estep 
Score: -22688866.000000 Penalty: 6094.545410
	Iteration 57Q: 3 clusters Score -2.268887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 216121 members 
Entering Unmasked Estep 
Score: -22688864.000000 Penalty: 6094.545410
	Iteration 58Q: 3 clusters Score -2.268886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 216125 members 
Entering Unmasked Estep 
Score: -22688858.000000 Penalty: 6094.545410
	Iteration 59Q: 3 clusters Score -2.268886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 216126 members 
Entering Unmasked Estep 
Score: -22688862.000000 Penalty: 6094.545410
	Iteration 60F: 3 clusters Score -2.268886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 216126 members 
Entering Unmasked Estep 
Score: -22688864.000000 Penalty: 6094.545410
	Iteration 61Q: 3 clusters Score -2.268886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 216128 members 
Entering Unmasked Estep 
Score: -22688854.000000 Penalty: 6094.545410
	Iteration 62Q: 3 clusters Score -2.268885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 216130 members 
Entering Unmasked Estep 
Score: -22688850.000000 Penalty: 6094.545410
	Iteration 63Q: 3 clusters Score -2.268885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 216135 members 
Entering Unmasked Estep 
Score: -22688850.000000 Penalty: 6094.545410
	Iteration 64Q: 3 clusters Score -2.268885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 216139 members 
Entering Unmasked Estep 
Score: -22688854.000000 Penalty: 6094.545410
	Iteration 65Q: 3 clusters Score -2.268885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 216142 members 
Entering Unmasked Estep 
Score: -22688856.000000 Penalty: 6094.545410
	Iteration 66Q: 3 clusters Score -2.268886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 216145 members 
Entering Unmasked Estep 
Score: -22688860.000000 Penalty: 6094.545410
	Iteration 67Q: 3 clusters Score -2.268886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 216145 members 
Entering Unmasked Estep 
Score: -22688860.000000 Penalty: 6094.545410
	Iteration 68F: 3 clusters Score -2.268886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -353244.000000 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -353244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -349714.906250 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -349714.9 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -350577.062500 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -350577.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -350861.406250 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -350861.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -351036.375000 Penalty: 4054.093506
	Iteration 3F: 3 clusters Score -351036.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -351167.531250 Penalty: 4054.093506
	Iteration 4F: 3 clusters Score -351167.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -351276.468750 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -351276.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -351383.593750 Penalty: 4054.093506
	Iteration 6Q: 3 clusters Score -351383.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -351466.375000 Penalty: 4054.093506
	Iteration 7Q: 3 clusters Score -351466.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -351531.843750 Penalty: 4054.093506
	Iteration 8Q: 3 clusters Score -351531.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -351584.500000 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -351584.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -351619.843750 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -351619.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -351635.937500 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -351635.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -351652.343750 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -351652.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -351667.187500 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -351667.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -351677.281250 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -351677.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -351689.156250 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -351689.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -351698.000000 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -351698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -351703.156250 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -351703.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -351710.687500 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -351710.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -351717.375000 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -351717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -351720.218750 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -351720.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -351724.156250 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -351724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -351727.312500 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -351727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -351731.250000 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -351731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -351733.187500 Penalty: 4054.093506
	Iteration 24Q: 3 clusters Score -351733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -351734.218750 Penalty: 4054.093506
	Iteration 25Q: 3 clusters Score -351734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -351736.062500 Penalty: 4054.093506
	Iteration 26Q: 3 clusters Score -351736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -351737.375000 Penalty: 4054.093506
	Iteration 27Q: 3 clusters Score -351737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -351737.750000 Penalty: 4054.093506
	Iteration 28Q: 3 clusters Score -351737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -351739.281250 Penalty: 4054.093506
	Iteration 29Q: 3 clusters Score -351739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -351740.593750 Penalty: 4054.093506
	Iteration 30Q: 3 clusters Score -351740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -351740.187500 Penalty: 4054.093506
	Iteration 31Q: 3 clusters Score -351740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -351740.562500 Penalty: 4054.093506
	Iteration 32Q: 3 clusters Score -351740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -351742.125000 Penalty: 4054.093506
	Iteration 33Q: 3 clusters Score -351742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -351742.250000 Penalty: 4054.093506
	Iteration 34Q: 3 clusters Score -351742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -351743.562500 Penalty: 4054.093506
	Iteration 35Q: 3 clusters Score -351743.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -351743.562500 Penalty: 4054.093506
	Iteration 36F: 3 clusters Score -351743.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (141376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141376 members 
Entering Unmasked Estep 
Score: -14801504.000000 Penalty: 2941.076172
	Iteration 0F: 2 clusters Score -1.48015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -14707537.000000 Penalty: 5882.152344
	Iteration 0F: 3 clusters Score -1.470754e+07 nChanged 67421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -14746637.000000 Penalty: 5882.152344
	Iteration 1F: 3 clusters Score -1.474664e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -14747411.000000 Penalty: 5882.152344
	Iteration 2Q: 3 clusters Score -1.474741e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -14748353.000000 Penalty: 5882.152344
	Iteration 3Q: 3 clusters Score -1.474835e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -14749520.000000 Penalty: 5882.152344
	Iteration 4Q: 3 clusters Score -1.474952e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -14751002.000000 Penalty: 5882.152344
	Iteration 5Q: 3 clusters Score -1.4751e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -14753028.000000 Penalty: 5882.152344
	Iteration 6Q: 3 clusters Score -1.475303e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70401 members 
Mstep: Class 2 contains 70975 members 
Entering Unmasked Estep 
Score: -14755802.000000 Penalty: 5882.152344
	Iteration 7Q: 3 clusters Score -1.47558e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70597 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -14759747.000000 Penalty: 5882.152344
	Iteration 8F: 3 clusters Score -1.475975e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -14765179.000000 Penalty: 5882.152344
	Iteration 9F: 3 clusters Score -1.476518e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71159 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -14771289.000000 Penalty: 5882.152344
	Iteration 10F: 3 clusters Score -1.477129e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -14775971.000000 Penalty: 5882.152344
	Iteration 11F: 3 clusters Score -1.477597e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -14778711.000000 Penalty: 5882.152344
	Iteration 12Q: 3 clusters Score -1.477871e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -14779883.000000 Penalty: 5882.152344
	Iteration 13Q: 3 clusters Score -1.477988e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 69188 members 
Entering Unmasked Estep 
Score: -14780375.000000 Penalty: 5882.152344
	Iteration 14Q: 3 clusters Score -1.478038e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -14780676.000000 Penalty: 5882.152344
	Iteration 15Q: 3 clusters Score -1.478068e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -14780891.000000 Penalty: 5882.152344
	Iteration 16Q: 3 clusters Score -1.478089e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -14781009.000000 Penalty: 5882.152344
	Iteration 17Q: 3 clusters Score -1.478101e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -14781202.000000 Penalty: 5882.152344
	Iteration 18Q: 3 clusters Score -1.47812e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -14781412.000000 Penalty: 5882.152344
	Iteration 19Q: 3 clusters Score -1.478141e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -14781533.000000 Penalty: 5882.152344
	Iteration 20F: 3 clusters Score -1.478153e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -14781669.000000 Penalty: 5882.152344
	Iteration 21Q: 3 clusters Score -1.478167e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -14781739.000000 Penalty: 5882.152344
	Iteration 22Q: 3 clusters Score -1.478174e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -14781907.000000 Penalty: 5882.152344
	Iteration 23Q: 3 clusters Score -1.478191e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -14782029.000000 Penalty: 5882.152344
	Iteration 24Q: 3 clusters Score -1.478203e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76786 members 
Mstep: Class 2 contains 64590 members 
Entering Unmasked Estep 
Score: -14782190.000000 Penalty: 5882.152344
	Iteration 25Q: 3 clusters Score -1.478219e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -14782346.000000 Penalty: 5882.152344
	Iteration 26Q: 3 clusters Score -1.478235e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -14782417.000000 Penalty: 5882.152344
	Iteration 27Q: 3 clusters Score -1.478242e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -14782477.000000 Penalty: 5882.152344
	Iteration 28Q: 3 clusters Score -1.478248e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78711 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -14782593.000000 Penalty: 5882.152344
	Iteration 29Q: 3 clusters Score -1.478259e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -14782717.000000 Penalty: 5882.152344
	Iteration 30Q: 3 clusters Score -1.478272e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -14782950.000000 Penalty: 5882.152344
	Iteration 31Q: 3 clusters Score -1.478295e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -14783021.000000 Penalty: 5882.152344
	Iteration 32Q: 3 clusters Score -1.478302e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81423 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -14783263.000000 Penalty: 5882.152344
	Iteration 33Q: 3 clusters Score -1.478326e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -14783533.000000 Penalty: 5882.152344
	Iteration 34Q: 3 clusters Score -1.478353e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -14783845.000000 Penalty: 5882.152344
	Iteration 35Q: 3 clusters Score -1.478384e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84088 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -14784153.000000 Penalty: 5882.152344
	Iteration 36Q: 3 clusters Score -1.478415e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -14784551.000000 Penalty: 5882.152344
	Iteration 37Q: 3 clusters Score -1.478455e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86452 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -14785074.000000 Penalty: 5882.152344
	Iteration 38Q: 3 clusters Score -1.478507e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -14785562.000000 Penalty: 5882.152344
	Iteration 39Q: 3 clusters Score -1.478556e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -14786084.000000 Penalty: 5882.152344
	Iteration 40F: 3 clusters Score -1.478608e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -14786728.000000 Penalty: 5882.152344
	Iteration 41Q: 3 clusters Score -1.478673e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -14787529.000000 Penalty: 5882.152344
	Iteration 42Q: 3 clusters Score -1.478753e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -14788287.000000 Penalty: 5882.152344
	Iteration 43Q: 3 clusters Score -1.478829e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94820 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -14789037.000000 Penalty: 5882.152344
	Iteration 44Q: 3 clusters Score -1.478904e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -14789846.000000 Penalty: 5882.152344
	Iteration 45Q: 3 clusters Score -1.478985e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97595 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -14790579.000000 Penalty: 5882.152344
	Iteration 46Q: 3 clusters Score -1.479058e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -14791014.000000 Penalty: 5882.152344
	Iteration 47Q: 3 clusters Score -1.479101e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100174 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -14791434.000000 Penalty: 5882.152344
	Iteration 48Q: 3 clusters Score -1.479143e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -14791786.000000 Penalty: 5882.152344
	Iteration 49Q: 3 clusters Score -1.479179e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -14792169.000000 Penalty: 5882.152344
	Iteration 50Q: 3 clusters Score -1.479217e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -14792377.000000 Penalty: 5882.152344
	Iteration 51Q: 3 clusters Score -1.479238e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -14792575.000000 Penalty: 5882.152344
	Iteration 52Q: 3 clusters Score -1.479258e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -14792761.000000 Penalty: 5882.152344
	Iteration 53Q: 3 clusters Score -1.479276e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105983 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -14792911.000000 Penalty: 5882.152344
	Iteration 54Q: 3 clusters Score -1.479291e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106799 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -14793016.000000 Penalty: 5882.152344
	Iteration 55Q: 3 clusters Score -1.479302e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107568 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -14793136.000000 Penalty: 5882.152344
	Iteration 56Q: 3 clusters Score -1.479314e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108321 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -14793323.000000 Penalty: 5882.152344
	Iteration 57Q: 3 clusters Score -1.479332e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109020 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -14793366.000000 Penalty: 5882.152344
	Iteration 58Q: 3 clusters Score -1.479337e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109691 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -14793463.000000 Penalty: 5882.152344
	Iteration 59Q: 3 clusters Score -1.479346e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110379 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -14793551.000000 Penalty: 5882.152344
	Iteration 60F: 3 clusters Score -1.479355e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -14793652.000000 Penalty: 5882.152344
	Iteration 61Q: 3 clusters Score -1.479365e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -14793701.000000 Penalty: 5882.152344
	Iteration 62Q: 3 clusters Score -1.47937e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112343 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -14793754.000000 Penalty: 5882.152344
	Iteration 63Q: 3 clusters Score -1.479375e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -14793813.000000 Penalty: 5882.152344
	Iteration 64Q: 3 clusters Score -1.479381e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -14793877.000000 Penalty: 5882.152344
	Iteration 65Q: 3 clusters Score -1.479388e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -14793951.000000 Penalty: 5882.152344
	Iteration 66Q: 3 clusters Score -1.479395e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114574 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -14794005.000000 Penalty: 5882.152344
	Iteration 67Q: 3 clusters Score -1.4794e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115086 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -14794067.000000 Penalty: 5882.152344
	Iteration 68Q: 3 clusters Score -1.479407e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115583 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -14794054.000000 Penalty: 5882.152344
	Iteration 69Q: 3 clusters Score -1.479405e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -14794107.000000 Penalty: 5882.152344
	Iteration 70Q: 3 clusters Score -1.479411e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116618 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -14794179.000000 Penalty: 5882.152344
	Iteration 71Q: 3 clusters Score -1.479418e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -14794226.000000 Penalty: 5882.152344
	Iteration 72Q: 3 clusters Score -1.479423e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117656 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -14794314.000000 Penalty: 5882.152344
	Iteration 73Q: 3 clusters Score -1.479431e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118156 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -14794308.000000 Penalty: 5882.152344
	Iteration 74Q: 3 clusters Score -1.479431e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118662 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -14794337.000000 Penalty: 5882.152344
	Iteration 75Q: 3 clusters Score -1.479434e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -14794403.000000 Penalty: 5882.152344
	Iteration 76Q: 3 clusters Score -1.47944e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119720 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -14794444.000000 Penalty: 5882.152344
	Iteration 77Q: 3 clusters Score -1.479444e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120263 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -14794493.000000 Penalty: 5882.152344
	Iteration 78Q: 3 clusters Score -1.479449e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -14794540.000000 Penalty: 5882.152344
	Iteration 79Q: 3 clusters Score -1.479454e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121412 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -14794605.000000 Penalty: 5882.152344
	Iteration 80F: 3 clusters Score -1.47946e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122009 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -14794623.000000 Penalty: 5882.152344
	Iteration 81Q: 3 clusters Score -1.479462e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122626 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -14794745.000000 Penalty: 5882.152344
	Iteration 82Q: 3 clusters Score -1.479474e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -14794923.000000 Penalty: 5882.152344
	Iteration 83Q: 3 clusters Score -1.479492e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123938 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -14794993.000000 Penalty: 5882.152344
	Iteration 84Q: 3 clusters Score -1.479499e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124571 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -14795086.000000 Penalty: 5882.152344
	Iteration 85Q: 3 clusters Score -1.479509e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -14795253.000000 Penalty: 5882.152344
	Iteration 86Q: 3 clusters Score -1.479525e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125895 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -14795373.000000 Penalty: 5882.152344
	Iteration 87Q: 3 clusters Score -1.479537e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -14795425.000000 Penalty: 5882.152344
	Iteration 88Q: 3 clusters Score -1.479542e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127255 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -14795568.000000 Penalty: 5882.152344
	Iteration 89Q: 3 clusters Score -1.479557e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127934 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -14795713.000000 Penalty: 5882.152344
	Iteration 90Q: 3 clusters Score -1.479571e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -14795853.000000 Penalty: 5882.152344
	Iteration 91Q: 3 clusters Score -1.479585e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -14796029.000000 Penalty: 5882.152344
	Iteration 92Q: 3 clusters Score -1.479603e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130023 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -14796192.000000 Penalty: 5882.152344
	Iteration 93Q: 3 clusters Score -1.479619e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130708 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -14796345.000000 Penalty: 5882.152344
	Iteration 94Q: 3 clusters Score -1.479634e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -14796512.000000 Penalty: 5882.152344
	Iteration 95Q: 3 clusters Score -1.479651e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132230 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -14796729.000000 Penalty: 5882.152344
	Iteration 96Q: 3 clusters Score -1.479673e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -14796960.000000 Penalty: 5882.152344
	Iteration 97Q: 3 clusters Score -1.479696e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133807 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -14797124.000000 Penalty: 5882.152344
	Iteration 98Q: 3 clusters Score -1.479712e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134582 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -14797374.000000 Penalty: 5882.152344
	Iteration 99Q: 3 clusters Score -1.479737e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135311 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -14797516.000000 Penalty: 5882.152344
	Iteration 100F: 3 clusters Score -1.479752e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135985 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -14797815.000000 Penalty: 5882.152344
	Iteration 101Q: 3 clusters Score -1.479782e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136626 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -14798084.000000 Penalty: 5882.152344
	Iteration 102Q: 3 clusters Score -1.479808e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137155 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -14798252.000000 Penalty: 5882.152344
	Iteration 103Q: 3 clusters Score -1.479825e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137621 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -14798398.000000 Penalty: 5882.152344
	Iteration 104Q: 3 clusters Score -1.47984e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138018 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -14798519.000000 Penalty: 5882.152344
	Iteration 105Q: 3 clusters Score -1.479852e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138348 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -14798607.000000 Penalty: 5882.152344
	Iteration 106Q: 3 clusters Score -1.479861e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138640 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -14798723.000000 Penalty: 5882.152344
	Iteration 107Q: 3 clusters Score -1.479872e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138870 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -14798838.000000 Penalty: 5882.152344
	Iteration 108Q: 3 clusters Score -1.479884e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139061 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -14798908.000000 Penalty: 5882.152344
	Iteration 109Q: 3 clusters Score -1.479891e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139230 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -14798965.000000 Penalty: 5882.152344
	Iteration 110Q: 3 clusters Score -1.479896e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14799015.000000 Penalty: 5882.152344
	Iteration 111Q: 3 clusters Score -1.479902e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139459 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -14799024.000000 Penalty: 5882.152344
	Iteration 112Q: 3 clusters Score -1.479902e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139551 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -14799058.000000 Penalty: 5882.152344
	Iteration 113Q: 3 clusters Score -1.479906e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139620 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -14799073.000000 Penalty: 5882.152344
	Iteration 114Q: 3 clusters Score -1.479907e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139674 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -14799099.000000 Penalty: 5882.152344
	Iteration 115Q: 3 clusters Score -1.47991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139714 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14799102.000000 Penalty: 5882.152344
	Iteration 116Q: 3 clusters Score -1.47991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -14799121.000000 Penalty: 5882.152344
	Iteration 117Q: 3 clusters Score -1.479912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139778 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -14799132.000000 Penalty: 5882.152344
	Iteration 118Q: 3 clusters Score -1.479913e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139801 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -14799137.000000 Penalty: 5882.152344
	Iteration 119Q: 3 clusters Score -1.479914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139819 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -14799141.000000 Penalty: 5882.152344
	Iteration 120F: 3 clusters Score -1.479914e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139837 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -14799130.000000 Penalty: 5882.152344
	Iteration 121Q: 3 clusters Score -1.479913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14799144.000000 Penalty: 5882.152344
	Iteration 122Q: 3 clusters Score -1.479914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -14799146.000000 Penalty: 5882.152344
	Iteration 123Q: 3 clusters Score -1.479915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139877 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -14799136.000000 Penalty: 5882.152344
	Iteration 124Q: 3 clusters Score -1.479914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139886 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -14799140.000000 Penalty: 5882.152344
	Iteration 125Q: 3 clusters Score -1.479914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14799138.000000 Penalty: 5882.152344
	Iteration 126Q: 3 clusters Score -1.479914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139897 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14799138.000000 Penalty: 5882.152344
	Iteration 127Q: 3 clusters Score -1.479914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139904 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -14799139.000000 Penalty: 5882.152344
	Iteration 128Q: 3 clusters Score -1.479914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139915 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -14799135.000000 Penalty: 5882.152344
	Iteration 129Q: 3 clusters Score -1.479914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139923 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -14799138.000000 Penalty: 5882.152344
	Iteration 130Q: 3 clusters Score -1.479914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139930 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14799143.000000 Penalty: 5882.152344
	Iteration 131Q: 3 clusters Score -1.479914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139938 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -14799133.000000 Penalty: 5882.152344
	Iteration 132Q: 3 clusters Score -1.479913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139941 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -14799151.000000 Penalty: 5882.152344
	Iteration 133Q: 3 clusters Score -1.479915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -14799147.000000 Penalty: 5882.152344
	Iteration 134Q: 3 clusters Score -1.479915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139949 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -14799144.000000 Penalty: 5882.152344
	Iteration 135Q: 3 clusters Score -1.479914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139954 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -14799139.000000 Penalty: 5882.152344
	Iteration 136Q: 3 clusters Score -1.479914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139957 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -14799142.000000 Penalty: 5882.152344
	Iteration 137Q: 3 clusters Score -1.479914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139963 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -14799149.000000 Penalty: 5882.152344
	Iteration 138Q: 3 clusters Score -1.479915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139968 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -14799143.000000 Penalty: 5882.152344
	Iteration 139Q: 3 clusters Score -1.479914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139970 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -14799141.000000 Penalty: 5882.152344
	Iteration 140F: 3 clusters Score -1.479914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139972 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -14799134.000000 Penalty: 5882.152344
	Iteration 141Q: 3 clusters Score -1.479913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139976 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -14799142.000000 Penalty: 5882.152344
	Iteration 142Q: 3 clusters Score -1.479914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -14799145.000000 Penalty: 5882.152344
	Iteration 143Q: 3 clusters Score -1.479914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139982 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -14799162.000000 Penalty: 5882.152344
	Iteration 144Q: 3 clusters Score -1.479916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139985 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -14799149.000000 Penalty: 5882.152344
	Iteration 145Q: 3 clusters Score -1.479915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14799155.000000 Penalty: 5882.152344
	Iteration 146Q: 3 clusters Score -1.479916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139993 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14799157.000000 Penalty: 5882.152344
	Iteration 147Q: 3 clusters Score -1.479916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139998 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14799153.000000 Penalty: 5882.152344
	Iteration 148Q: 3 clusters Score -1.479915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139999 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14799174.000000 Penalty: 5882.152344
	Iteration 149Q: 3 clusters Score -1.479917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140002 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -14799167.000000 Penalty: 5882.152344
	Iteration 150Q: 3 clusters Score -1.479917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140006 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -14799166.000000 Penalty: 5882.152344
	Iteration 151Q: 3 clusters Score -1.479917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140009 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -14799173.000000 Penalty: 5882.152344
	Iteration 152Q: 3 clusters Score -1.479917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140009 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -14799173.000000 Penalty: 5882.152344
	Iteration 153F: 3 clusters Score -1.479917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Entering Unmasked Estep 
Score: -2179248.750000 Penalty: 2461.231201
	Iteration 0F: 2 clusters Score -2179249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2164874.500000 Penalty: 4922.462402
	Iteration 0F: 3 clusters Score -2164874 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2169716.750000 Penalty: 4922.462402
	Iteration 1F: 3 clusters Score -2169717 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2170051.000000 Penalty: 4922.462402
	Iteration 2Q: 3 clusters Score -2170051 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2170313.500000 Penalty: 4922.462402
	Iteration 3Q: 3 clusters Score -2170314 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2170538.750000 Penalty: 4922.462402
	Iteration 4Q: 3 clusters Score -2170539 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2170764.500000 Penalty: 4922.462402
	Iteration 5Q: 3 clusters Score -2170764 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2171003.750000 Penalty: 4922.462402
	Iteration 6Q: 3 clusters Score -2171004 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2171274.750000 Penalty: 4922.462402
	Iteration 7Q: 3 clusters Score -2171275 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2171633.000000 Penalty: 4922.462402
	Iteration 8Q: 3 clusters Score -2171633 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2172061.000000 Penalty: 4922.462402
	Iteration 9Q: 3 clusters Score -2172061 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2172595.500000 Penalty: 4922.462402
	Iteration 10Q: 3 clusters Score -2172596 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2173282.000000 Penalty: 4922.462402
	Iteration 11F: 3 clusters Score -2173282 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2174052.000000 Penalty: 4922.462402
	Iteration 12F: 3 clusters Score -2174052 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2174714.250000 Penalty: 4922.462402
	Iteration 13Q: 3 clusters Score -2174714 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2175160.500000 Penalty: 4922.462402
	Iteration 14Q: 3 clusters Score -2175160 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2175407.500000 Penalty: 4922.462402
	Iteration 15Q: 3 clusters Score -2175408 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2175535.500000 Penalty: 4922.462402
	Iteration 16Q: 3 clusters Score -2175536 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2175650.000000 Penalty: 4922.462402
	Iteration 17Q: 3 clusters Score -2175650 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2175731.750000 Penalty: 4922.462402
	Iteration 18Q: 3 clusters Score -2175732 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2175823.500000 Penalty: 4922.462402
	Iteration 19Q: 3 clusters Score -2175824 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2175914.000000 Penalty: 4922.462402
	Iteration 20F: 3 clusters Score -2175914 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2175995.250000 Penalty: 4922.462402
	Iteration 21Q: 3 clusters Score -2175995 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2176063.250000 Penalty: 4922.462402
	Iteration 22Q: 3 clusters Score -2176063 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2176107.000000 Penalty: 4922.462402
	Iteration 23Q: 3 clusters Score -2176107 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2176150.000000 Penalty: 4922.462402
	Iteration 24Q: 3 clusters Score -2176150 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2176190.500000 Penalty: 4922.462402
	Iteration 25Q: 3 clusters Score -2176190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2176222.250000 Penalty: 4922.462402
	Iteration 26Q: 3 clusters Score -2176222 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2176252.500000 Penalty: 4922.462402
	Iteration 27Q: 3 clusters Score -2176252 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2176301.250000 Penalty: 4922.462402
	Iteration 28Q: 3 clusters Score -2176301 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2176335.000000 Penalty: 4922.462402
	Iteration 29Q: 3 clusters Score -2176335 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2176373.000000 Penalty: 4922.462402
	Iteration 30Q: 3 clusters Score -2176373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2176409.500000 Penalty: 4922.462402
	Iteration 31Q: 3 clusters Score -2176410 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2176437.500000 Penalty: 4922.462402
	Iteration 32Q: 3 clusters Score -2176438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2176464.750000 Penalty: 4922.462402
	Iteration 33Q: 3 clusters Score -2176465 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2176488.750000 Penalty: 4922.462402
	Iteration 34Q: 3 clusters Score -2176489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2176501.500000 Penalty: 4922.462402
	Iteration 35Q: 3 clusters Score -2176502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2176521.000000 Penalty: 4922.462402
	Iteration 36Q: 3 clusters Score -2176521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2176543.250000 Penalty: 4922.462402
	Iteration 37Q: 3 clusters Score -2176543 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2176564.500000 Penalty: 4922.462402
	Iteration 38Q: 3 clusters Score -2176564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2176586.250000 Penalty: 4922.462402
	Iteration 39Q: 3 clusters Score -2176586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2176614.500000 Penalty: 4922.462402
	Iteration 40F: 3 clusters Score -2176614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2176639.750000 Penalty: 4922.462402
	Iteration 41Q: 3 clusters Score -2176640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2176659.000000 Penalty: 4922.462402
	Iteration 42Q: 3 clusters Score -2176659 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2176688.000000 Penalty: 4922.462402
	Iteration 43Q: 3 clusters Score -2176688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2176703.000000 Penalty: 4922.462402
	Iteration 44Q: 3 clusters Score -2176703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2176716.500000 Penalty: 4922.462402
	Iteration 45Q: 3 clusters Score -2176716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2176718.250000 Penalty: 4922.462402
	Iteration 46Q: 3 clusters Score -2176718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2176737.000000 Penalty: 4922.462402
	Iteration 47Q: 3 clusters Score -2176737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2176751.750000 Penalty: 4922.462402
	Iteration 48Q: 3 clusters Score -2176752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2176763.000000 Penalty: 4922.462402
	Iteration 49Q: 3 clusters Score -2176763 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2176775.000000 Penalty: 4922.462402
	Iteration 50Q: 3 clusters Score -2176775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2176786.500000 Penalty: 4922.462402
	Iteration 51Q: 3 clusters Score -2176786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2176816.000000 Penalty: 4922.462402
	Iteration 52Q: 3 clusters Score -2176816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2176823.500000 Penalty: 4922.462402
	Iteration 53Q: 3 clusters Score -2176824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2176837.500000 Penalty: 4922.462402
	Iteration 54Q: 3 clusters Score -2176838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2176844.250000 Penalty: 4922.462402
	Iteration 55Q: 3 clusters Score -2176844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2176855.000000 Penalty: 4922.462402
	Iteration 56Q: 3 clusters Score -2176855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2176870.500000 Penalty: 4922.462402
	Iteration 57Q: 3 clusters Score -2176870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2176883.000000 Penalty: 4922.462402
	Iteration 58Q: 3 clusters Score -2176883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2176888.750000 Penalty: 4922.462402
	Iteration 59Q: 3 clusters Score -2176889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2176898.750000 Penalty: 4922.462402
	Iteration 60F: 3 clusters Score -2176899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2176911.750000 Penalty: 4922.462402
	Iteration 61Q: 3 clusters Score -2176912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2176921.750000 Penalty: 4922.462402
	Iteration 62Q: 3 clusters Score -2176922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2176924.750000 Penalty: 4922.462402
	Iteration 63Q: 3 clusters Score -2176925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2176931.500000 Penalty: 4922.462402
	Iteration 64Q: 3 clusters Score -2176932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2176936.750000 Penalty: 4922.462402
	Iteration 65Q: 3 clusters Score -2176937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2176954.000000 Penalty: 4922.462402
	Iteration 66Q: 3 clusters Score -2176954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2176965.750000 Penalty: 4922.462402
	Iteration 67Q: 3 clusters Score -2176966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2176979.250000 Penalty: 4922.462402
	Iteration 68Q: 3 clusters Score -2176979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2176989.750000 Penalty: 4922.462402
	Iteration 69Q: 3 clusters Score -2176990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2176995.250000 Penalty: 4922.462402
	Iteration 70Q: 3 clusters Score -2176995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2177006.250000 Penalty: 4922.462402
	Iteration 71Q: 3 clusters Score -2177006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2177010.500000 Penalty: 4922.462402
	Iteration 72Q: 3 clusters Score -2177010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2177012.250000 Penalty: 4922.462402
	Iteration 73Q: 3 clusters Score -2177012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2177017.250000 Penalty: 4922.462402
	Iteration 74Q: 3 clusters Score -2177017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2177025.500000 Penalty: 4922.462402
	Iteration 75Q: 3 clusters Score -2177026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2177029.750000 Penalty: 4922.462402
	Iteration 76Q: 3 clusters Score -2177030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2177033.250000 Penalty: 4922.462402
	Iteration 77Q: 3 clusters Score -2177033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2177042.500000 Penalty: 4922.462402
	Iteration 78Q: 3 clusters Score -2177042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2177049.750000 Penalty: 4922.462402
	Iteration 79Q: 3 clusters Score -2177050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2177052.500000 Penalty: 4922.462402
	Iteration 80F: 3 clusters Score -2177052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2177057.000000 Penalty: 4922.462402
	Iteration 81Q: 3 clusters Score -2177057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2177055.750000 Penalty: 4922.462402
	Iteration 82Q: 3 clusters Score -2177056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2177057.500000 Penalty: 4922.462402
	Iteration 83Q: 3 clusters Score -2177058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2177065.500000 Penalty: 4922.462402
	Iteration 84Q: 3 clusters Score -2177066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2177066.500000 Penalty: 4922.462402
	Iteration 85Q: 3 clusters Score -2177066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2177070.500000 Penalty: 4922.462402
	Iteration 86Q: 3 clusters Score -2177070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2177079.000000 Penalty: 4922.462402
	Iteration 87Q: 3 clusters Score -2177079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2177086.250000 Penalty: 4922.462402
	Iteration 88Q: 3 clusters Score -2177086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2177082.000000 Penalty: 4922.462402
	Iteration 89Q: 3 clusters Score -2177082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2177084.750000 Penalty: 4922.462402
	Iteration 90Q: 3 clusters Score -2177085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2177086.500000 Penalty: 4922.462402
	Iteration 91Q: 3 clusters Score -2177086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2177088.750000 Penalty: 4922.462402
	Iteration 92Q: 3 clusters Score -2177089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2177093.000000 Penalty: 4922.462402
	Iteration 93Q: 3 clusters Score -2177093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2177099.250000 Penalty: 4922.462402
	Iteration 94Q: 3 clusters Score -2177099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2177099.500000 Penalty: 4922.462402
	Iteration 95Q: 3 clusters Score -2177100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2177112.500000 Penalty: 4922.462402
	Iteration 96Q: 3 clusters Score -2177112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2177122.000000 Penalty: 4922.462402
	Iteration 97Q: 3 clusters Score -2177122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2177126.000000 Penalty: 4922.462402
	Iteration 98Q: 3 clusters Score -2177126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2177127.500000 Penalty: 4922.462402
	Iteration 99Q: 3 clusters Score -2177128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2177131.750000 Penalty: 4922.462402
	Iteration 100F: 3 clusters Score -2177132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2177134.500000 Penalty: 4922.462402
	Iteration 101Q: 3 clusters Score -2177134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2177139.000000 Penalty: 4922.462402
	Iteration 102Q: 3 clusters Score -2177139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2177144.250000 Penalty: 4922.462402
	Iteration 103Q: 3 clusters Score -2177144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2177150.750000 Penalty: 4922.462402
	Iteration 104Q: 3 clusters Score -2177151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2177158.250000 Penalty: 4922.462402
	Iteration 105Q: 3 clusters Score -2177158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2177169.250000 Penalty: 4922.462402
	Iteration 106Q: 3 clusters Score -2177169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2177168.000000 Penalty: 4922.462402
	Iteration 107Q: 3 clusters Score -2177168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2177171.750000 Penalty: 4922.462402
	Iteration 108Q: 3 clusters Score -2177172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2177171.750000 Penalty: 4922.462402
	Iteration 109Q: 3 clusters Score -2177172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2177176.250000 Penalty: 4922.462402
	Iteration 110Q: 3 clusters Score -2177176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2177180.000000 Penalty: 4922.462402
	Iteration 111Q: 3 clusters Score -2177180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2177183.250000 Penalty: 4922.462402
	Iteration 112Q: 3 clusters Score -2177183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2177185.250000 Penalty: 4922.462402
	Iteration 113Q: 3 clusters Score -2177185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2177186.000000 Penalty: 4922.462402
	Iteration 114Q: 3 clusters Score -2177186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2177186.000000 Penalty: 4922.462402
	Iteration 115Q: 3 clusters Score -2177186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2177185.500000 Penalty: 4922.462402
	Iteration 116Q: 3 clusters Score -2177186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2177188.500000 Penalty: 4922.462402
	Iteration 117Q: 3 clusters Score -2177188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2177187.250000 Penalty: 4922.462402
	Iteration 118Q: 3 clusters Score -2177187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2177190.000000 Penalty: 4922.462402
	Iteration 119Q: 3 clusters Score -2177190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2177195.500000 Penalty: 4922.462402
	Iteration 120F: 3 clusters Score -2177196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2177195.750000 Penalty: 4922.462402
	Iteration 121Q: 3 clusters Score -2177196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2177197.750000 Penalty: 4922.462402
	Iteration 122Q: 3 clusters Score -2177198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2177197.500000 Penalty: 4922.462402
	Iteration 123Q: 3 clusters Score -2177198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2177199.000000 Penalty: 4922.462402
	Iteration 124Q: 3 clusters Score -2177199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2177201.000000 Penalty: 4922.462402
	Iteration 125Q: 3 clusters Score -2177201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2177198.500000 Penalty: 4922.462402
	Iteration 126Q: 3 clusters Score -2177198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2177201.000000 Penalty: 4922.462402
	Iteration 127Q: 3 clusters Score -2177201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2177203.000000 Penalty: 4922.462402
	Iteration 128Q: 3 clusters Score -2177203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2177204.750000 Penalty: 4922.462402
	Iteration 129Q: 3 clusters Score -2177205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2177204.000000 Penalty: 4922.462402
	Iteration 130Q: 3 clusters Score -2177204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2177204.500000 Penalty: 4922.462402
	Iteration 131Q: 3 clusters Score -2177204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2177206.250000 Penalty: 4922.462402
	Iteration 132Q: 3 clusters Score -2177206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2177208.250000 Penalty: 4922.462402
	Iteration 133Q: 3 clusters Score -2177208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2177208.250000 Penalty: 4922.462402
	Iteration 134F: 3 clusters Score -2177208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Entering Unmasked Estep 
Score: -4613288.500000 Penalty: 2658.806885
	Iteration 0F: 2 clusters Score -4613288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4582699.500000 Penalty: 5317.613770
	Iteration 0F: 3 clusters Score -4582700 nChanged 20766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -4593948.000000 Penalty: 5317.613770
	Iteration 1F: 3 clusters Score -4593948 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4594412.000000 Penalty: 5317.613770
	Iteration 2Q: 3 clusters Score -4594412 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -4594767.500000 Penalty: 5317.613770
	Iteration 3Q: 3 clusters Score -4594768 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -4595109.500000 Penalty: 5317.613770
	Iteration 4Q: 3 clusters Score -4595110 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4595492.000000 Penalty: 5317.613770
	Iteration 5Q: 3 clusters Score -4595492 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -4595891.500000 Penalty: 5317.613770
	Iteration 6Q: 3 clusters Score -4595892 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -4596364.000000 Penalty: 5317.613770
	Iteration 7Q: 3 clusters Score -4596364 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4597054.500000 Penalty: 5317.613770
	Iteration 8Q: 3 clusters Score -4597054 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -4598007.500000 Penalty: 5317.613770
	Iteration 9Q: 3 clusters Score -4598008 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4599402.500000 Penalty: 5317.613770
	Iteration 10F: 3 clusters Score -4599402 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4601101.000000 Penalty: 5317.613770
	Iteration 11F: 3 clusters Score -4601101 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -4603114.500000 Penalty: 5317.613770
	Iteration 12F: 3 clusters Score -4603114 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -4605098.500000 Penalty: 5317.613770
	Iteration 13F: 3 clusters Score -4605098 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4606769.000000 Penalty: 5317.613770
	Iteration 14Q: 3 clusters Score -4606769 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -4608105.000000 Penalty: 5317.613770
	Iteration 15Q: 3 clusters Score -4608105 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4609182.500000 Penalty: 5317.613770
	Iteration 16Q: 3 clusters Score -4609182 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -4609910.000000 Penalty: 5317.613770
	Iteration 17Q: 3 clusters Score -4609910 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -4610396.000000 Penalty: 5317.613770
	Iteration 18Q: 3 clusters Score -4610396 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -4610645.000000 Penalty: 5317.613770
	Iteration 19Q: 3 clusters Score -4610645 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -4610769.500000 Penalty: 5317.613770
	Iteration 20F: 3 clusters Score -4610770 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -4610859.500000 Penalty: 5317.613770
	Iteration 21Q: 3 clusters Score -4610860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -4610919.500000 Penalty: 5317.613770
	Iteration 22Q: 3 clusters Score -4610920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -4610946.500000 Penalty: 5317.613770
	Iteration 23Q: 3 clusters Score -4610946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -4610964.000000 Penalty: 5317.613770
	Iteration 24Q: 3 clusters Score -4610964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -4610972.000000 Penalty: 5317.613770
	Iteration 25Q: 3 clusters Score -4610972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -4610981.000000 Penalty: 5317.613770
	Iteration 26Q: 3 clusters Score -4610981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -4610989.500000 Penalty: 5317.613770
	Iteration 27Q: 3 clusters Score -4610990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -4611009.000000 Penalty: 5317.613770
	Iteration 28Q: 3 clusters Score -4611009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -4611008.500000 Penalty: 5317.613770
	Iteration 29Q: 3 clusters Score -4611008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -4611009.000000 Penalty: 5317.613770
	Iteration 30Q: 3 clusters Score -4611009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -4611011.000000 Penalty: 5317.613770
	Iteration 31Q: 3 clusters Score -4611011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -4611011.000000 Penalty: 5317.613770
	Iteration 32F: 3 clusters Score -4611011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Entering Unmasked Estep 
Score: -2953358.000000 Penalty: 2536.758057
	Iteration 0F: 2 clusters Score -2953358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2934220.000000 Penalty: 5073.516113
	Iteration 0F: 3 clusters Score -2934220 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2941112.750000 Penalty: 5073.516113
	Iteration 1F: 3 clusters Score -2941113 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2941585.250000 Penalty: 5073.516113
	Iteration 2Q: 3 clusters Score -2941585 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2941981.750000 Penalty: 5073.516113
	Iteration 3Q: 3 clusters Score -2941982 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2942435.250000 Penalty: 5073.516113
	Iteration 4Q: 3 clusters Score -2942435 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2943013.250000 Penalty: 5073.516113
	Iteration 5Q: 3 clusters Score -2943013 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2943838.250000 Penalty: 5073.516113
	Iteration 6F: 3 clusters Score -2943838 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2945009.500000 Penalty: 5073.516113
	Iteration 7F: 3 clusters Score -2945010 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2946666.250000 Penalty: 5073.516113
	Iteration 8F: 3 clusters Score -2946666 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2948270.000000 Penalty: 5073.516113
	Iteration 9F: 3 clusters Score -2948270 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2949492.000000 Penalty: 5073.516113
	Iteration 10Q: 3 clusters Score -2949492 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2950252.750000 Penalty: 5073.516113
	Iteration 11Q: 3 clusters Score -2950253 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2950696.750000 Penalty: 5073.516113
	Iteration 12Q: 3 clusters Score -2950697 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2950961.750000 Penalty: 5073.516113
	Iteration 13Q: 3 clusters Score -2950962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2951092.750000 Penalty: 5073.516113
	Iteration 14Q: 3 clusters Score -2951093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2951160.750000 Penalty: 5073.516113
	Iteration 15Q: 3 clusters Score -2951161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2951214.750000 Penalty: 5073.516113
	Iteration 16Q: 3 clusters Score -2951215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2951244.500000 Penalty: 5073.516113
	Iteration 17Q: 3 clusters Score -2951244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2951261.750000 Penalty: 5073.516113
	Iteration 18Q: 3 clusters Score -2951262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2951269.750000 Penalty: 5073.516113
	Iteration 19Q: 3 clusters Score -2951270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2951281.000000 Penalty: 5073.516113
	Iteration 20F: 3 clusters Score -2951281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2951288.750000 Penalty: 5073.516113
	Iteration 21Q: 3 clusters Score -2951289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2951293.250000 Penalty: 5073.516113
	Iteration 22Q: 3 clusters Score -2951293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2951301.750000 Penalty: 5073.516113
	Iteration 23Q: 3 clusters Score -2951302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2951302.500000 Penalty: 5073.516113
	Iteration 24Q: 3 clusters Score -2951302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2951303.250000 Penalty: 5073.516113
	Iteration 25Q: 3 clusters Score -2951303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2951307.000000 Penalty: 5073.516113
	Iteration 26Q: 3 clusters Score -2951307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2951307.000000 Penalty: 5073.516113
	Iteration 27Q: 3 clusters Score -2951307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2951310.000000 Penalty: 5073.516113
	Iteration 28Q: 3 clusters Score -2951310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2951310.000000 Penalty: 5073.516113
	Iteration 29F: 3 clusters Score -2951310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Entering Unmasked Estep 
Score: -1601151.500000 Penalty: 2382.961182
	Iteration 0F: 2 clusters Score -1601152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1590469.750000 Penalty: 4765.922363
	Iteration 0F: 3 clusters Score -1590470 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1593875.375000 Penalty: 4765.922363
	Iteration 1F: 3 clusters Score -1593875 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1594266.500000 Penalty: 4765.922363
	Iteration 2F: 3 clusters Score -1594266 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1594571.125000 Penalty: 4765.922363
	Iteration 3Q: 3 clusters Score -1594571 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1594878.000000 Penalty: 4765.922363
	Iteration 4Q: 3 clusters Score -1594878 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1595189.875000 Penalty: 4765.922363
	Iteration 5Q: 3 clusters Score -1595190 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1595535.125000 Penalty: 4765.922363
	Iteration 6Q: 3 clusters Score -1595535 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1595918.375000 Penalty: 4765.922363
	Iteration 7Q: 3 clusters Score -1595918 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1596323.125000 Penalty: 4765.922363
	Iteration 8Q: 3 clusters Score -1596323 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1596694.125000 Penalty: 4765.922363
	Iteration 9Q: 3 clusters Score -1596694 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1597055.500000 Penalty: 4765.922363
	Iteration 10Q: 3 clusters Score -1597056 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1597307.000000 Penalty: 4765.922363
	Iteration 11Q: 3 clusters Score -1597307 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1597478.375000 Penalty: 4765.922363
	Iteration 12Q: 3 clusters Score -1597478 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1597568.875000 Penalty: 4765.922363
	Iteration 13Q: 3 clusters Score -1597569 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1597619.750000 Penalty: 4765.922363
	Iteration 14Q: 3 clusters Score -1597620 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1597656.375000 Penalty: 4765.922363
	Iteration 15Q: 3 clusters Score -1597656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1597678.625000 Penalty: 4765.922363
	Iteration 16Q: 3 clusters Score -1597679 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1597699.750000 Penalty: 4765.922363
	Iteration 17Q: 3 clusters Score -1597700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1597715.375000 Penalty: 4765.922363
	Iteration 18Q: 3 clusters Score -1597715 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1597729.750000 Penalty: 4765.922363
	Iteration 19Q: 3 clusters Score -1597730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1597737.000000 Penalty: 4765.922363
	Iteration 20F: 3 clusters Score -1597737 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1597749.375000 Penalty: 4765.922363
	Iteration 21Q: 3 clusters Score -1597749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1597753.125000 Penalty: 4765.922363
	Iteration 22Q: 3 clusters Score -1597753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1597767.125000 Penalty: 4765.922363
	Iteration 23Q: 3 clusters Score -1597767 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1597769.125000 Penalty: 4765.922363
	Iteration 24Q: 3 clusters Score -1597769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1597775.750000 Penalty: 4765.922363
	Iteration 25Q: 3 clusters Score -1597776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1597785.250000 Penalty: 4765.922363
	Iteration 26Q: 3 clusters Score -1597785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1597794.500000 Penalty: 4765.922363
	Iteration 27Q: 3 clusters Score -1597794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1597792.625000 Penalty: 4765.922363
	Iteration 28Q: 3 clusters Score -1597793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1597800.125000 Penalty: 4765.922363
	Iteration 29Q: 3 clusters Score -1597800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1597806.125000 Penalty: 4765.922363
	Iteration 30Q: 3 clusters Score -1597806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1597808.250000 Penalty: 4765.922363
	Iteration 31Q: 3 clusters Score -1597808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1597815.250000 Penalty: 4765.922363
	Iteration 32Q: 3 clusters Score -1597815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1597819.625000 Penalty: 4765.922363
	Iteration 33Q: 3 clusters Score -1597820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1597823.000000 Penalty: 4765.922363
	Iteration 34Q: 3 clusters Score -1597823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1597826.625000 Penalty: 4765.922363
	Iteration 35Q: 3 clusters Score -1597827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1597832.750000 Penalty: 4765.922363
	Iteration 36Q: 3 clusters Score -1597833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1597832.625000 Penalty: 4765.922363
	Iteration 37Q: 3 clusters Score -1597833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1597838.500000 Penalty: 4765.922363
	Iteration 38Q: 3 clusters Score -1597838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1597846.875000 Penalty: 4765.922363
	Iteration 39Q: 3 clusters Score -1597847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1597844.750000 Penalty: 4765.922363
	Iteration 40F: 3 clusters Score -1597845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1597851.250000 Penalty: 4765.922363
	Iteration 41Q: 3 clusters Score -1597851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1597853.875000 Penalty: 4765.922363
	Iteration 42Q: 3 clusters Score -1597854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1597855.625000 Penalty: 4765.922363
	Iteration 43Q: 3 clusters Score -1597856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1597861.625000 Penalty: 4765.922363
	Iteration 44Q: 3 clusters Score -1597862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1597863.250000 Penalty: 4765.922363
	Iteration 45Q: 3 clusters Score -1597863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1597868.125000 Penalty: 4765.922363
	Iteration 46Q: 3 clusters Score -1597868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1597873.500000 Penalty: 4765.922363
	Iteration 47Q: 3 clusters Score -1597874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1597873.250000 Penalty: 4765.922363
	Iteration 48Q: 3 clusters Score -1597873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1597872.375000 Penalty: 4765.922363
	Iteration 49Q: 3 clusters Score -1597872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1597873.625000 Penalty: 4765.922363
	Iteration 50Q: 3 clusters Score -1597874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1597877.875000 Penalty: 4765.922363
	Iteration 51Q: 3 clusters Score -1597878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1597878.625000 Penalty: 4765.922363
	Iteration 52Q: 3 clusters Score -1597879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1597886.000000 Penalty: 4765.922363
	Iteration 53Q: 3 clusters Score -1597886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1597894.750000 Penalty: 4765.922363
	Iteration 54Q: 3 clusters Score -1597895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1597893.625000 Penalty: 4765.922363
	Iteration 55Q: 3 clusters Score -1597894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1597898.125000 Penalty: 4765.922363
	Iteration 56Q: 3 clusters Score -1597898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1597899.000000 Penalty: 4765.922363
	Iteration 57Q: 3 clusters Score -1597899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1597904.000000 Penalty: 4765.922363
	Iteration 58Q: 3 clusters Score -1597904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1597905.500000 Penalty: 4765.922363
	Iteration 59Q: 3 clusters Score -1597906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1597913.250000 Penalty: 4765.922363
	Iteration 60F: 3 clusters Score -1597913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1597917.375000 Penalty: 4765.922363
	Iteration 61Q: 3 clusters Score -1597917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1597923.250000 Penalty: 4765.922363
	Iteration 62Q: 3 clusters Score -1597923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1597928.000000 Penalty: 4765.922363
	Iteration 63Q: 3 clusters Score -1597928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1597929.875000 Penalty: 4765.922363
	Iteration 64Q: 3 clusters Score -1597930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1597933.875000 Penalty: 4765.922363
	Iteration 65Q: 3 clusters Score -1597934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1597940.125000 Penalty: 4765.922363
	Iteration 66Q: 3 clusters Score -1597940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1597950.500000 Penalty: 4765.922363
	Iteration 67Q: 3 clusters Score -1597950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1597952.750000 Penalty: 4765.922363
	Iteration 68Q: 3 clusters Score -1597953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1597954.375000 Penalty: 4765.922363
	Iteration 69Q: 3 clusters Score -1597954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1597957.500000 Penalty: 4765.922363
	Iteration 70Q: 3 clusters Score -1597958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1597958.750000 Penalty: 4765.922363
	Iteration 71Q: 3 clusters Score -1597959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1597972.625000 Penalty: 4765.922363
	Iteration 72Q: 3 clusters Score -1597973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1597983.250000 Penalty: 4765.922363
	Iteration 73Q: 3 clusters Score -1597983 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1597992.875000 Penalty: 4765.922363
	Iteration 74Q: 3 clusters Score -1597993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1597999.500000 Penalty: 4765.922363
	Iteration 75Q: 3 clusters Score -1598000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1598007.500000 Penalty: 4765.922363
	Iteration 76Q: 3 clusters Score -1598008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1598013.375000 Penalty: 4765.922363
	Iteration 77Q: 3 clusters Score -1598013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1598024.750000 Penalty: 4765.922363
	Iteration 78Q: 3 clusters Score -1598025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1598039.000000 Penalty: 4765.922363
	Iteration 79Q: 3 clusters Score -1598039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1598045.875000 Penalty: 4765.922363
	Iteration 80F: 3 clusters Score -1598046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1598051.875000 Penalty: 4765.922363
	Iteration 81Q: 3 clusters Score -1598052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1598058.500000 Penalty: 4765.922363
	Iteration 82Q: 3 clusters Score -1598058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1598057.375000 Penalty: 4765.922363
	Iteration 83Q: 3 clusters Score -1598057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1598057.500000 Penalty: 4765.922363
	Iteration 84Q: 3 clusters Score -1598058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1598063.375000 Penalty: 4765.922363
	Iteration 85Q: 3 clusters Score -1598063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1598068.750000 Penalty: 4765.922363
	Iteration 86Q: 3 clusters Score -1598069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1598067.375000 Penalty: 4765.922363
	Iteration 87Q: 3 clusters Score -1598067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1598071.250000 Penalty: 4765.922363
	Iteration 88Q: 3 clusters Score -1598071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1598074.625000 Penalty: 4765.922363
	Iteration 89Q: 3 clusters Score -1598075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1598076.250000 Penalty: 4765.922363
	Iteration 90Q: 3 clusters Score -1598076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1598075.125000 Penalty: 4765.922363
	Iteration 91Q: 3 clusters Score -1598075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1598078.250000 Penalty: 4765.922363
	Iteration 92Q: 3 clusters Score -1598078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1598080.000000 Penalty: 4765.922363
	Iteration 93Q: 3 clusters Score -1598080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1598086.750000 Penalty: 4765.922363
	Iteration 94Q: 3 clusters Score -1598087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1598087.000000 Penalty: 4765.922363
	Iteration 95Q: 3 clusters Score -1598087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1598088.375000 Penalty: 4765.922363
	Iteration 96Q: 3 clusters Score -1598088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1598090.625000 Penalty: 4765.922363
	Iteration 97Q: 3 clusters Score -1598091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1598089.875000 Penalty: 4765.922363
	Iteration 98Q: 3 clusters Score -1598090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1598090.125000 Penalty: 4765.922363
	Iteration 99Q: 3 clusters Score -1598090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1598091.875000 Penalty: 4765.922363
	Iteration 100F: 3 clusters Score -1598092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1598088.750000 Penalty: 4765.922363
	Iteration 101Q: 3 clusters Score -1598089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1598088.500000 Penalty: 4765.922363
	Iteration 102Q: 3 clusters Score -1598088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1598087.000000 Penalty: 4765.922363
	Iteration 103Q: 3 clusters Score -1598087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1598087.875000 Penalty: 4765.922363
	Iteration 104Q: 3 clusters Score -1598088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1598087.875000 Penalty: 4765.922363
	Iteration 105F: 3 clusters Score -1598088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Entering Unmasked Estep 
Score: -1431494.500000 Penalty: 2365.045410
	Iteration 0F: 2 clusters Score -1431494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1421324.875000 Penalty: 4730.090820
	Iteration 0F: 3 clusters Score -1421325 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1424544.750000 Penalty: 4730.090820
	Iteration 1F: 3 clusters Score -1424545 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1424952.750000 Penalty: 4730.090820
	Iteration 2F: 3 clusters Score -1424953 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1425286.500000 Penalty: 4730.090820
	Iteration 3F: 3 clusters Score -1425286 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1425593.625000 Penalty: 4730.090820
	Iteration 4Q: 3 clusters Score -1425594 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1425916.125000 Penalty: 4730.090820
	Iteration 5Q: 3 clusters Score -1425916 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1426246.500000 Penalty: 4730.090820
	Iteration 6Q: 3 clusters Score -1426246 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1426584.500000 Penalty: 4730.090820
	Iteration 7Q: 3 clusters Score -1426584 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1426962.375000 Penalty: 4730.090820
	Iteration 8Q: 3 clusters Score -1426962 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1427311.875000 Penalty: 4730.090820
	Iteration 9Q: 3 clusters Score -1427312 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1427655.750000 Penalty: 4730.090820
	Iteration 10Q: 3 clusters Score -1427656 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1427978.875000 Penalty: 4730.090820
	Iteration 11Q: 3 clusters Score -1427979 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1428261.375000 Penalty: 4730.090820
	Iteration 12Q: 3 clusters Score -1428261 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1428498.625000 Penalty: 4730.090820
	Iteration 13Q: 3 clusters Score -1428499 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1428689.000000 Penalty: 4730.090820
	Iteration 14Q: 3 clusters Score -1428689 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1428866.000000 Penalty: 4730.090820
	Iteration 15Q: 3 clusters Score -1428866 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1429002 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1429122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1429214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1429277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1429328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1429391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1429430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1429456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1429478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1429492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1429512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1429522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1429536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1429551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1429558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1429564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1429571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1429581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1429585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1429584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1429585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1429589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1429589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1429592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1429598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1429602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1429604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1429608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1429609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1429611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
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	Iteration 46F: 3 clusters Score -1429611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22479 members 
Mstep: Class 7 contains 172650 members 
Mstep: Class 8 contains 216943 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141376 members 
Mstep: Class 13 contains 20421 members 
Mstep: Class 14 contains 45297 members 
Mstep: Class 17 contains 27691 members 
Mstep: Class 19 contains 14894 members 
Mstep: Class 23 contains 13856 members 
Entering Unmasked Estep 
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Iteration 159Q: 13 clusters Score -7.007046e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22481 members 
Mstep: Class 7 contains 172308 members 
Mstep: Class 8 contains 216958 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141353 members 
Mstep: Class 13 contains 20433 members 
Mstep: Class 14 contains 45300 members 
Mstep: Class 17 contains 27716 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 23 contains 13857 members 
Entering Unmasked Estep 
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Iteration 160F: 13 clusters Score -7.007071e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22488 members 
Mstep: Class 7 contains 172007 members 
Mstep: Class 8 contains 216904 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141335 members 
Mstep: Class 13 contains 20443 members 
Mstep: Class 14 contains 45308 members 
Mstep: Class 17 contains 27738 members 
Mstep: Class 19 contains 15524 members 
Mstep: Class 23 contains 13860 members 
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Iteration 161Q: 13 clusters Score -7.007066e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22499 members 
Mstep: Class 7 contains 171723 members 
Mstep: Class 8 contains 216871 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141301 members 
Mstep: Class 13 contains 20466 members 
Mstep: Class 14 contains 45306 members 
Mstep: Class 17 contains 27757 members 
Mstep: Class 19 contains 15826 members 
Mstep: Class 23 contains 13859 members 
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Iteration 162Q: 13 clusters Score -7.007078e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22506 members 
Mstep: Class 7 contains 171457 members 
Mstep: Class 8 contains 216804 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141289 members 
Mstep: Class 13 contains 20483 members 
Mstep: Class 14 contains 45307 members 
Mstep: Class 17 contains 27771 members 
Mstep: Class 19 contains 16133 members 
Mstep: Class 23 contains 13858 members 
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Iteration 163Q: 13 clusters Score -7.007074e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22512 members 
Mstep: Class 7 contains 171167 members 
Mstep: Class 8 contains 216725 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141276 members 
Mstep: Class 13 contains 20498 members 
Mstep: Class 14 contains 45315 members 
Mstep: Class 17 contains 27794 members 
Mstep: Class 19 contains 16460 members 
Mstep: Class 23 contains 13861 members 
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Iteration 164Q: 13 clusters Score -7.007081e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22532 members 
Mstep: Class 7 contains 170865 members 
Mstep: Class 8 contains 216666 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141219 members 
Mstep: Class 13 contains 20529 members 
Mstep: Class 14 contains 45317 members 
Mstep: Class 17 contains 27815 members 
Mstep: Class 19 contains 16801 members 
Mstep: Class 23 contains 13864 members 
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Iteration 165Q: 13 clusters Score -7.007085e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22548 members 
Mstep: Class 7 contains 170553 members 
Mstep: Class 8 contains 216612 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141178 members 
Mstep: Class 13 contains 20562 members 
Mstep: Class 14 contains 45324 members 
Mstep: Class 17 contains 27846 members 
Mstep: Class 19 contains 17129 members 
Mstep: Class 23 contains 13856 members 
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Iteration 166Q: 13 clusters Score -7.007097e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22570 members 
Mstep: Class 7 contains 170227 members 
Mstep: Class 8 contains 216552 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141137 members 
Mstep: Class 13 contains 20591 members 
Mstep: Class 14 contains 45329 members 
Mstep: Class 17 contains 27875 members 
Mstep: Class 19 contains 17477 members 
Mstep: Class 23 contains 13850 members 
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Iteration 167Q: 13 clusters Score -7.007106e+07 nChanged 1254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22580 members 
Mstep: Class 7 contains 169982 members 
Mstep: Class 8 contains 216491 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 141056 members 
Mstep: Class 13 contains 20607 members 
Mstep: Class 14 contains 45323 members 
Mstep: Class 17 contains 27884 members 
Mstep: Class 19 contains 17833 members 
Mstep: Class 23 contains 13852 members 
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Iteration 168Q: 13 clusters Score -7.007102e+07 nChanged 1189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22597 members 
Mstep: Class 7 contains 169715 members 
Mstep: Class 8 contains 216408 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140998 members 
Mstep: Class 13 contains 20630 members 
Mstep: Class 14 contains 45325 members 
Mstep: Class 17 contains 27888 members 
Mstep: Class 19 contains 18188 members 
Mstep: Class 23 contains 13859 members 
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Iteration 169Q: 13 clusters Score -7.007111e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22620 members 
Mstep: Class 7 contains 169480 members 
Mstep: Class 8 contains 216285 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140951 members 
Mstep: Class 13 contains 20659 members 
Mstep: Class 14 contains 45328 members 
Mstep: Class 17 contains 27899 members 
Mstep: Class 19 contains 18523 members 
Mstep: Class 23 contains 13863 members 
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Iteration 170Q: 13 clusters Score -7.007148e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22634 members 
Mstep: Class 7 contains 169279 members 
Mstep: Class 8 contains 216175 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140880 members 
Mstep: Class 13 contains 20686 members 
Mstep: Class 14 contains 45320 members 
Mstep: Class 17 contains 27916 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 23 contains 13865 members 
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Iteration 171Q: 13 clusters Score -7.007149e+07 nChanged 1215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22650 members 
Mstep: Class 7 contains 169180 members 
Mstep: Class 8 contains 216018 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140759 members 
Mstep: Class 13 contains 20711 members 
Mstep: Class 14 contains 45319 members 
Mstep: Class 17 contains 27931 members 
Mstep: Class 19 contains 19171 members 
Mstep: Class 23 contains 13869 members 
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Iteration 172Q: 13 clusters Score -7.007155e+07 nChanged 1191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22666 members 
Mstep: Class 7 contains 169054 members 
Mstep: Class 8 contains 215903 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140642 members 
Mstep: Class 13 contains 20732 members 
Mstep: Class 14 contains 45313 members 
Mstep: Class 17 contains 27946 members 
Mstep: Class 19 contains 19483 members 
Mstep: Class 23 contains 13869 members 
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Iteration 173Q: 13 clusters Score -7.007165e+07 nChanged 1077
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22691 members 
Mstep: Class 7 contains 168917 members 
Mstep: Class 8 contains 215804 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140531 members 
Mstep: Class 13 contains 20747 members 
Mstep: Class 14 contains 45305 members 
Mstep: Class 17 contains 27958 members 
Mstep: Class 19 contains 19786 members 
Mstep: Class 23 contains 13869 members 
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Iteration 174Q: 13 clusters Score -7.007179e+07 nChanged 1060
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22704 members 
Mstep: Class 7 contains 168779 members 
Mstep: Class 8 contains 215732 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140411 members 
Mstep: Class 13 contains 20765 members 
Mstep: Class 14 contains 45294 members 
Mstep: Class 17 contains 27965 members 
Mstep: Class 19 contains 20093 members 
Mstep: Class 23 contains 13865 members 
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Iteration 175Q: 13 clusters Score -7.007178e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22719 members 
Mstep: Class 7 contains 168620 members 
Mstep: Class 8 contains 215690 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140275 members 
Mstep: Class 13 contains 20782 members 
Mstep: Class 14 contains 45288 members 
Mstep: Class 17 contains 27967 members 
Mstep: Class 19 contains 20400 members 
Mstep: Class 23 contains 13866 members 
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Iteration 176Q: 13 clusters Score -7.007198e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22720 members 
Mstep: Class 7 contains 168487 members 
Mstep: Class 8 contains 215627 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 140122 members 
Mstep: Class 13 contains 20796 members 
Mstep: Class 14 contains 45285 members 
Mstep: Class 17 contains 27974 members 
Mstep: Class 19 contains 20728 members 
Mstep: Class 23 contains 13867 members 
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Iteration 177Q: 13 clusters Score -7.00719e+07 nChanged 1003
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22719 members 
Mstep: Class 7 contains 168361 members 
Mstep: Class 8 contains 215603 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139971 members 
Mstep: Class 13 contains 20803 members 
Mstep: Class 14 contains 45283 members 
Mstep: Class 17 contains 27988 members 
Mstep: Class 19 contains 21010 members 
Mstep: Class 23 contains 13867 members 
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Iteration 178Q: 13 clusters Score -7.007196e+07 nChanged 962
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22722 members 
Mstep: Class 7 contains 168236 members 
Mstep: Class 8 contains 215574 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139835 members 
Mstep: Class 13 contains 20814 members 
Mstep: Class 14 contains 45277 members 
Mstep: Class 17 contains 27998 members 
Mstep: Class 19 contains 21276 members 
Mstep: Class 23 contains 13872 members 
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Iteration 179Q: 13 clusters Score -7.007194e+07 nChanged 979
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22738 members 
Mstep: Class 7 contains 168126 members 
Mstep: Class 8 contains 215549 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139690 members 
Mstep: Class 13 contains 20828 members 
Mstep: Class 14 contains 45264 members 
Mstep: Class 17 contains 28010 members 
Mstep: Class 19 contains 21525 members 
Mstep: Class 23 contains 13874 members 
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Iteration 180F: 13 clusters Score -7.007217e+07 nChanged 962
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22743 members 
Mstep: Class 7 contains 168034 members 
Mstep: Class 8 contains 215511 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139564 members 
Mstep: Class 13 contains 20845 members 
Mstep: Class 14 contains 45260 members 
Mstep: Class 17 contains 28013 members 
Mstep: Class 19 contains 21764 members 
Mstep: Class 23 contains 13870 members 
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Iteration 181Q: 13 clusters Score -7.007226e+07 nChanged 916
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22752 members 
Mstep: Class 7 contains 167933 members 
Mstep: Class 8 contains 215492 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139423 members 
Mstep: Class 13 contains 20856 members 
Mstep: Class 14 contains 45251 members 
Mstep: Class 17 contains 28020 members 
Mstep: Class 19 contains 22012 members 
Mstep: Class 23 contains 13865 members 
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Iteration 182Q: 13 clusters Score -7.007232e+07 nChanged 867
Entering Unmasked Mstep 
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Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22768 members 
Mstep: Class 7 contains 167849 members 
Mstep: Class 8 contains 215466 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139263 members 
Mstep: Class 13 contains 20870 members 
Mstep: Class 14 contains 45249 members 
Mstep: Class 17 contains 28025 members 
Mstep: Class 19 contains 22253 members 
Mstep: Class 23 contains 13861 members 
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Iteration 183Q: 13 clusters Score -7.007232e+07 nChanged 822
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22780 members 
Mstep: Class 7 contains 167784 members 
Mstep: Class 8 contains 215431 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 139121 members 
Mstep: Class 13 contains 20877 members 
Mstep: Class 14 contains 45251 members 
Mstep: Class 17 contains 28027 members 
Mstep: Class 19 contains 22472 members 
Mstep: Class 23 contains 13861 members 
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Score: -70072424.000000 Penalty: 39975.386719
Iteration 184Q: 13 clusters Score -7.007242e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22783 members 
Mstep: Class 7 contains 167788 members 
Mstep: Class 8 contains 215380 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138968 members 
Mstep: Class 13 contains 20882 members 
Mstep: Class 14 contains 45243 members 
Mstep: Class 17 contains 28025 members 
Mstep: Class 19 contains 22674 members 
Mstep: Class 23 contains 13860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072392.000000 Penalty: 39975.386719
Iteration 185Q: 13 clusters Score -7.007239e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22791 members 
Mstep: Class 7 contains 167754 members 
Mstep: Class 8 contains 215336 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138834 members 
Mstep: Class 13 contains 20886 members 
Mstep: Class 14 contains 45238 members 
Mstep: Class 17 contains 28022 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 23 contains 13859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072488.000000 Penalty: 39975.386719
Iteration 186Q: 13 clusters Score -7.007249e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22795 members 
Mstep: Class 7 contains 167701 members 
Mstep: Class 8 contains 215282 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138715 members 
Mstep: Class 13 contains 20890 members 
Mstep: Class 14 contains 45238 members 
Mstep: Class 17 contains 28031 members 
Mstep: Class 19 contains 23089 members 
Mstep: Class 23 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072560.000000 Penalty: 39975.386719
Iteration 187Q: 13 clusters Score -7.007256e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22808 members 
Mstep: Class 7 contains 167640 members 
Mstep: Class 8 contains 215242 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138615 members 
Mstep: Class 13 contains 20913 members 
Mstep: Class 14 contains 45235 members 
Mstep: Class 17 contains 28031 members 
Mstep: Class 19 contains 23253 members 
Mstep: Class 23 contains 13866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072680.000000 Penalty: 39975.386719
Iteration 188Q: 13 clusters Score -7.007268e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22817 members 
Mstep: Class 7 contains 167586 members 
Mstep: Class 8 contains 215230 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138520 members 
Mstep: Class 13 contains 20941 members 
Mstep: Class 14 contains 45230 members 
Mstep: Class 17 contains 28029 members 
Mstep: Class 19 contains 23383 members 
Mstep: Class 23 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072744.000000 Penalty: 39975.386719
Iteration 189Q: 13 clusters Score -7.007274e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22819 members 
Mstep: Class 7 contains 167549 members 
Mstep: Class 8 contains 215230 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138405 members 
Mstep: Class 13 contains 20967 members 
Mstep: Class 14 contains 45227 members 
Mstep: Class 17 contains 28020 members 
Mstep: Class 19 contains 23522 members 
Mstep: Class 23 contains 13863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072656.000000 Penalty: 39975.386719
Iteration 190Q: 13 clusters Score -7.007266e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22827 members 
Mstep: Class 7 contains 167533 members 
Mstep: Class 8 contains 215216 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138304 members 
Mstep: Class 13 contains 20982 members 
Mstep: Class 14 contains 45219 members 
Mstep: Class 17 contains 28010 members 
Mstep: Class 19 contains 23649 members 
Mstep: Class 23 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072576.000000 Penalty: 39975.386719
Iteration 191Q: 13 clusters Score -7.007258e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22835 members 
Mstep: Class 7 contains 167500 members 
Mstep: Class 8 contains 215191 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138218 members 
Mstep: Class 13 contains 20997 members 
Mstep: Class 14 contains 45210 members 
Mstep: Class 17 contains 28003 members 
Mstep: Class 19 contains 23788 members 
Mstep: Class 23 contains 13859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072728.000000 Penalty: 39975.386719
Iteration 192Q: 13 clusters Score -7.007273e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22847 members 
Mstep: Class 7 contains 167454 members 
Mstep: Class 8 contains 215165 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138109 members 
Mstep: Class 13 contains 21018 members 
Mstep: Class 14 contains 45203 members 
Mstep: Class 17 contains 28002 members 
Mstep: Class 19 contains 23942 members 
Mstep: Class 23 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072728.000000 Penalty: 39975.386719
Iteration 193Q: 13 clusters Score -7.007273e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22848 members 
Mstep: Class 7 contains 167429 members 
Mstep: Class 8 contains 215127 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 138008 members 
Mstep: Class 13 contains 21031 members 
Mstep: Class 14 contains 45199 members 
Mstep: Class 17 contains 28001 members 
Mstep: Class 19 contains 24091 members 
Mstep: Class 23 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072824.000000 Penalty: 39975.386719
Iteration 194Q: 13 clusters Score -7.007282e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22851 members 
Mstep: Class 7 contains 167410 members 
Mstep: Class 8 contains 215099 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137898 members 
Mstep: Class 13 contains 21045 members 
Mstep: Class 14 contains 45198 members 
Mstep: Class 17 contains 28002 members 
Mstep: Class 19 contains 24228 members 
Mstep: Class 23 contains 13870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072712.000000 Penalty: 39975.386719
Iteration 195Q: 13 clusters Score -7.007271e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22857 members 
Mstep: Class 7 contains 167386 members 
Mstep: Class 8 contains 215079 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137819 members 
Mstep: Class 13 contains 21052 members 
Mstep: Class 14 contains 45191 members 
Mstep: Class 17 contains 28005 members 
Mstep: Class 19 contains 24344 members 
Mstep: Class 23 contains 13868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072744.000000 Penalty: 39975.386719
Iteration 196Q: 13 clusters Score -7.007274e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22862 members 
Mstep: Class 7 contains 167383 members 
Mstep: Class 8 contains 215053 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137725 members 
Mstep: Class 13 contains 21060 members 
Mstep: Class 14 contains 45181 members 
Mstep: Class 17 contains 28005 members 
Mstep: Class 19 contains 24465 members 
Mstep: Class 23 contains 13867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072880.000000 Penalty: 39975.386719
Iteration 197Q: 13 clusters Score -7.007288e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22880 members 
Mstep: Class 7 contains 167378 members 
Mstep: Class 8 contains 215025 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137643 members 
Mstep: Class 13 contains 21061 members 
Mstep: Class 14 contains 45171 members 
Mstep: Class 17 contains 28014 members 
Mstep: Class 19 contains 24563 members 
Mstep: Class 23 contains 13866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073008.000000 Penalty: 39975.386719
Iteration 198Q: 13 clusters Score -7.007301e+07 nChanged 462
Entering ConstructFrom: 
Score: -70073008.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -170752.328125 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -170752.3 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 930 members 
Entering Unmasked Estep 
Score: -168263.968750 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -168264 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -169089.421875 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -169089.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -169908.437500 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -169908.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -170948.000000 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -170948 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -171568.734375 Penalty: 3746.169922
	Iteration 4F: 3 clusters Score -171568.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -171845.062500 Penalty: 3746.169922
	Iteration 5F: 3 clusters Score -171845.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -171960.281250 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -171960.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -171987.250000 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -171987.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -171995.625000 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -171995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -172005.421875 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -172005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -172007.265625 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -172007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -172008.046875 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -172008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -172008.046875 Penalty: 3746.169922
	Iteration 12F: 3 clusters Score -172008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 6 contains 22888 members 
Mstep: Class 7 contains 167361 members 
Mstep: Class 8 contains 215012 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137565 members 
Mstep: Class 13 contains 21065 members 
Mstep: Class 14 contains 45161 members 
Mstep: Class 17 contains 28019 members 
Mstep: Class 19 contains 24665 members 
Mstep: Class 23 contains 13865 members 
Entering Unmasked Estep 
Score: -70072856.000000 Penalty: 43306.667969
Splitting cluster 1 changes total score from -70073008.000000 to -70072856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -74112.226562 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -74112.23 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 422 members 
Entering Unmasked Estep 
Score: -72359.773438 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -72359.77 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -72747.421875 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -72747.42 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72990.265625 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -72990.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -73147.929688 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -73147.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -73297.578125 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -73297.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -73441.859375 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -73441.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -73519.382812 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -73519.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -73610.500000 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -73610.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73655.289062 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -73655.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -73674.617188 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -73674.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -73685.468750 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -73685.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -73693.117188 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -73693.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -73694.031250 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -73694.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -73696.648438 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -73696.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -73700.601562 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -73700.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73702.593750 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -73702.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -73704.414062 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -73704.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -73707.101562 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -73707.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -73713.820312 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -73713.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -73716.078125 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -73716.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -73716.078125 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -73716.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Entering Unmasked Estep 
Score: -2432389.750000 Penalty: 2489.515381
	Iteration 0F: 2 clusters Score -2432390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2416368.750000 Penalty: 4979.030762
	Iteration 0F: 3 clusters Score -2416369 nChanged 10204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2421948.500000 Penalty: 4979.030762
	Iteration 1F: 3 clusters Score -2421948 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2422445.250000 Penalty: 4979.030762
	Iteration 2F: 3 clusters Score -2422445 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2423004.750000 Penalty: 4979.030762
	Iteration 3F: 3 clusters Score -2423005 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2423675.000000 Penalty: 4979.030762
	Iteration 4F: 3 clusters Score -2423675 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2424568.750000 Penalty: 4979.030762
	Iteration 5F: 3 clusters Score -2424569 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2425812.250000 Penalty: 4979.030762
	Iteration 6F: 3 clusters Score -2425812 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2427220.250000 Penalty: 4979.030762
	Iteration 7F: 3 clusters Score -2427220 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2428405.750000 Penalty: 4979.030762
	Iteration 8F: 3 clusters Score -2428406 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2429103.250000 Penalty: 4979.030762
	Iteration 9Q: 3 clusters Score -2429103 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2429505.250000 Penalty: 4979.030762
	Iteration 10Q: 3 clusters Score -2429505 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2429740.000000 Penalty: 4979.030762
	Iteration 11Q: 3 clusters Score -2429740 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2429899.750000 Penalty: 4979.030762
	Iteration 12Q: 3 clusters Score -2429900 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2430026.000000 Penalty: 4979.030762
	Iteration 13Q: 3 clusters Score -2430026 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2430100.500000 Penalty: 4979.030762
	Iteration 14Q: 3 clusters Score -2430100 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2430177.500000 Penalty: 4979.030762
	Iteration 15Q: 3 clusters Score -2430178 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2430244.500000 Penalty: 4979.030762
	Iteration 16Q: 3 clusters Score -2430244 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2430297.250000 Penalty: 4979.030762
	Iteration 17Q: 3 clusters Score -2430297 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2430354.000000 Penalty: 4979.030762
	Iteration 18Q: 3 clusters Score -2430354 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2430417.250000 Penalty: 4979.030762
	Iteration 19Q: 3 clusters Score -2430417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2430467.000000 Penalty: 4979.030762
	Iteration 20F: 3 clusters Score -2430467 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2430496.000000 Penalty: 4979.030762
	Iteration 21Q: 3 clusters Score -2430496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2430527.500000 Penalty: 4979.030762
	Iteration 22Q: 3 clusters Score -2430528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2430556.000000 Penalty: 4979.030762
	Iteration 23Q: 3 clusters Score -2430556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2430571.000000 Penalty: 4979.030762
	Iteration 24Q: 3 clusters Score -2430571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2430594.000000 Penalty: 4979.030762
	Iteration 25Q: 3 clusters Score -2430594 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2430606.500000 Penalty: 4979.030762
	Iteration 26Q: 3 clusters Score -2430606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2430623.750000 Penalty: 4979.030762
	Iteration 27Q: 3 clusters Score -2430624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2430641.250000 Penalty: 4979.030762
	Iteration 28Q: 3 clusters Score -2430641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2430656.500000 Penalty: 4979.030762
	Iteration 29Q: 3 clusters Score -2430656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2430672.500000 Penalty: 4979.030762
	Iteration 30Q: 3 clusters Score -2430672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2430693.750000 Penalty: 4979.030762
	Iteration 31Q: 3 clusters Score -2430694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2430711.750000 Penalty: 4979.030762
	Iteration 32Q: 3 clusters Score -2430712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2430731.500000 Penalty: 4979.030762
	Iteration 33Q: 3 clusters Score -2430732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2430745.500000 Penalty: 4979.030762
	Iteration 34Q: 3 clusters Score -2430746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2430760.250000 Penalty: 4979.030762
	Iteration 35Q: 3 clusters Score -2430760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2430763.750000 Penalty: 4979.030762
	Iteration 36Q: 3 clusters Score -2430764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2430779.500000 Penalty: 4979.030762
	Iteration 37Q: 3 clusters Score -2430780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2430780.750000 Penalty: 4979.030762
	Iteration 38Q: 3 clusters Score -2430781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2430784.750000 Penalty: 4979.030762
	Iteration 39Q: 3 clusters Score -2430785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2430798.500000 Penalty: 4979.030762
	Iteration 40F: 3 clusters Score -2430798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2430807.750000 Penalty: 4979.030762
	Iteration 41Q: 3 clusters Score -2430808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2430823.250000 Penalty: 4979.030762
	Iteration 42Q: 3 clusters Score -2430823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2430840.000000 Penalty: 4979.030762
	Iteration 43Q: 3 clusters Score -2430840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2430843.250000 Penalty: 4979.030762
	Iteration 44Q: 3 clusters Score -2430843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2430857.750000 Penalty: 4979.030762
	Iteration 45Q: 3 clusters Score -2430858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2430864.250000 Penalty: 4979.030762
	Iteration 46Q: 3 clusters Score -2430864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2430874.500000 Penalty: 4979.030762
	Iteration 47Q: 3 clusters Score -2430874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2430876.750000 Penalty: 4979.030762
	Iteration 48Q: 3 clusters Score -2430877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2430879.500000 Penalty: 4979.030762
	Iteration 49Q: 3 clusters Score -2430880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2430881.000000 Penalty: 4979.030762
	Iteration 50Q: 3 clusters Score -2430881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2430893.500000 Penalty: 4979.030762
	Iteration 51Q: 3 clusters Score -2430894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2430896.000000 Penalty: 4979.030762
	Iteration 52Q: 3 clusters Score -2430896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2430905.500000 Penalty: 4979.030762
	Iteration 53Q: 3 clusters Score -2430906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2430907.250000 Penalty: 4979.030762
	Iteration 54Q: 3 clusters Score -2430907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2430913.250000 Penalty: 4979.030762
	Iteration 55Q: 3 clusters Score -2430913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2430915.500000 Penalty: 4979.030762
	Iteration 56Q: 3 clusters Score -2430916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2430915.250000 Penalty: 4979.030762
	Iteration 57Q: 3 clusters Score -2430915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2430918.000000 Penalty: 4979.030762
	Iteration 58Q: 3 clusters Score -2430918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2430920.750000 Penalty: 4979.030762
	Iteration 59Q: 3 clusters Score -2430921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2430923.500000 Penalty: 4979.030762
	Iteration 60F: 3 clusters Score -2430924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2430927.000000 Penalty: 4979.030762
	Iteration 61Q: 3 clusters Score -2430927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2430926.500000 Penalty: 4979.030762
	Iteration 62Q: 3 clusters Score -2430926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2430932.000000 Penalty: 4979.030762
	Iteration 63Q: 3 clusters Score -2430932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2430934.250000 Penalty: 4979.030762
	Iteration 64Q: 3 clusters Score -2430934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2430934.750000 Penalty: 4979.030762
	Iteration 65Q: 3 clusters Score -2430935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2430933.250000 Penalty: 4979.030762
	Iteration 66Q: 3 clusters Score -2430933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2430933.250000 Penalty: 4979.030762
	Iteration 67Q: 3 clusters Score -2430933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2430929.750000 Penalty: 4979.030762
	Iteration 68Q: 3 clusters Score -2430930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2430931.500000 Penalty: 4979.030762
	Iteration 69Q: 3 clusters Score -2430932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2430932.500000 Penalty: 4979.030762
	Iteration 70Q: 3 clusters Score -2430932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2430932.500000 Penalty: 4979.030762
	Iteration 71F: 3 clusters Score -2430932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167361 members 
Entering Unmasked Estep 
Score: -17495128.000000 Penalty: 2982.921387
	Iteration 0F: 2 clusters Score -1.749513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83911 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -17385526.000000 Penalty: 5965.842773
	Iteration 0F: 3 clusters Score -1.738553e+07 nChanged 79838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -17432200.000000 Penalty: 5965.842773
	Iteration 1F: 3 clusters Score -1.74322e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87973 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -17433598.000000 Penalty: 5965.842773
	Iteration 2Q: 3 clusters Score -1.74336e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -17435540.000000 Penalty: 5965.842773
	Iteration 3Q: 3 clusters Score -1.743554e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -17438486.000000 Penalty: 5965.842773
	Iteration 4Q: 3 clusters Score -1.743849e+07 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -17443118.000000 Penalty: 5965.842773
	Iteration 5Q: 3 clusters Score -1.744312e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105882 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -17449340.000000 Penalty: 5965.842773
	Iteration 6F: 3 clusters Score -1.744934e+07 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -17456332.000000 Penalty: 5965.842773
	Iteration 7F: 3 clusters Score -1.745633e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120637 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -17463390.000000 Penalty: 5965.842773
	Iteration 8F: 3 clusters Score -1.746339e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126965 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -17469658.000000 Penalty: 5965.842773
	Iteration 9F: 3 clusters Score -1.746966e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132057 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -17474230.000000 Penalty: 5965.842773
	Iteration 10Q: 3 clusters Score -1.747423e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135923 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -17477402.000000 Penalty: 5965.842773
	Iteration 11Q: 3 clusters Score -1.74774e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139088 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -17479386.000000 Penalty: 5965.842773
	Iteration 12Q: 3 clusters Score -1.747939e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141903 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -17480684.000000 Penalty: 5965.842773
	Iteration 13Q: 3 clusters Score -1.748068e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144512 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -17481568.000000 Penalty: 5965.842773
	Iteration 14Q: 3 clusters Score -1.748157e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146897 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -17482508.000000 Penalty: 5965.842773
	Iteration 15Q: 3 clusters Score -1.748251e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149138 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -17483328.000000 Penalty: 5965.842773
	Iteration 16Q: 3 clusters Score -1.748333e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151296 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -17484344.000000 Penalty: 5965.842773
	Iteration 17Q: 3 clusters Score -1.748434e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -17485220.000000 Penalty: 5965.842773
	Iteration 18Q: 3 clusters Score -1.748522e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155178 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -17486122.000000 Penalty: 5965.842773
	Iteration 19Q: 3 clusters Score -1.748612e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156930 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -17487162.000000 Penalty: 5965.842773
	Iteration 20F: 3 clusters Score -1.748716e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158572 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -17488076.000000 Penalty: 5965.842773
	Iteration 21Q: 3 clusters Score -1.748808e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -17488878.000000 Penalty: 5965.842773
	Iteration 22Q: 3 clusters Score -1.748888e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161152 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -17489444.000000 Penalty: 5965.842773
	Iteration 23Q: 3 clusters Score -1.748944e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162163 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -17490080.000000 Penalty: 5965.842773
	Iteration 24Q: 3 clusters Score -1.749008e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163010 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -17490530.000000 Penalty: 5965.842773
	Iteration 25Q: 3 clusters Score -1.749053e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -17490916.000000 Penalty: 5965.842773
	Iteration 26Q: 3 clusters Score -1.749092e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -17491234.000000 Penalty: 5965.842773
	Iteration 27Q: 3 clusters Score -1.749123e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164720 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17491464.000000 Penalty: 5965.842773
	Iteration 28Q: 3 clusters Score -1.749146e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165045 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -17491674.000000 Penalty: 5965.842773
	Iteration 29Q: 3 clusters Score -1.749167e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -17491822.000000 Penalty: 5965.842773
	Iteration 30Q: 3 clusters Score -1.749182e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165495 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -17491902.000000 Penalty: 5965.842773
	Iteration 31Q: 3 clusters Score -1.74919e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165645 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -17491978.000000 Penalty: 5965.842773
	Iteration 32Q: 3 clusters Score -1.749198e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -17492036.000000 Penalty: 5965.842773
	Iteration 33Q: 3 clusters Score -1.749204e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165867 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -17492080.000000 Penalty: 5965.842773
	Iteration 34Q: 3 clusters Score -1.749208e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -17492142.000000 Penalty: 5965.842773
	Iteration 35Q: 3 clusters Score -1.749214e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166035 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -17492206.000000 Penalty: 5965.842773
	Iteration 36Q: 3 clusters Score -1.749221e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17492216.000000 Penalty: 5965.842773
	Iteration 37Q: 3 clusters Score -1.749222e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166137 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -17492244.000000 Penalty: 5965.842773
	Iteration 38Q: 3 clusters Score -1.749224e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166169 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17492266.000000 Penalty: 5965.842773
	Iteration 39Q: 3 clusters Score -1.749227e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166208 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -17492258.000000 Penalty: 5965.842773
	Iteration 40F: 3 clusters Score -1.749226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166237 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -17492296.000000 Penalty: 5965.842773
	Iteration 41Q: 3 clusters Score -1.74923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166262 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -17492310.000000 Penalty: 5965.842773
	Iteration 42Q: 3 clusters Score -1.749231e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -17492356.000000 Penalty: 5965.842773
	Iteration 43Q: 3 clusters Score -1.749236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166309 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -17492376.000000 Penalty: 5965.842773
	Iteration 44Q: 3 clusters Score -1.749238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -17492398.000000 Penalty: 5965.842773
	Iteration 45Q: 3 clusters Score -1.74924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -17492386.000000 Penalty: 5965.842773
	Iteration 46Q: 3 clusters Score -1.749239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17492386.000000 Penalty: 5965.842773
	Iteration 47Q: 3 clusters Score -1.749239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -17492422.000000 Penalty: 5965.842773
	Iteration 48Q: 3 clusters Score -1.749242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -17492426.000000 Penalty: 5965.842773
	Iteration 49Q: 3 clusters Score -1.749243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -17492430.000000 Penalty: 5965.842773
	Iteration 50Q: 3 clusters Score -1.749243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -17492414.000000 Penalty: 5965.842773
	Iteration 51Q: 3 clusters Score -1.749241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17492426.000000 Penalty: 5965.842773
	Iteration 52Q: 3 clusters Score -1.749243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166431 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -17492426.000000 Penalty: 5965.842773
	Iteration 53Q: 3 clusters Score -1.749243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -17492434.000000 Penalty: 5965.842773
	Iteration 54Q: 3 clusters Score -1.749243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -17492436.000000 Penalty: 5965.842773
	Iteration 55Q: 3 clusters Score -1.749244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166442 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17492440.000000 Penalty: 5965.842773
	Iteration 56Q: 3 clusters Score -1.749244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -17492434.000000 Penalty: 5965.842773
	Iteration 57Q: 3 clusters Score -1.749243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166445 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -17492430.000000 Penalty: 5965.842773
	Iteration 58Q: 3 clusters Score -1.749243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -17492432.000000 Penalty: 5965.842773
	Iteration 59Q: 3 clusters Score -1.749243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166451 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -17492444.000000 Penalty: 5965.842773
	Iteration 60F: 3 clusters Score -1.749244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166453 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -17492450.000000 Penalty: 5965.842773
	Iteration 61Q: 3 clusters Score -1.749245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166454 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -17492442.000000 Penalty: 5965.842773
	Iteration 62Q: 3 clusters Score -1.749244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17492442.000000 Penalty: 5965.842773
	Iteration 63Q: 3 clusters Score -1.749244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -17492442.000000 Penalty: 5965.842773
	Iteration 64F: 3 clusters Score -1.749244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215012 members 
Entering Unmasked Estep 
Score: -22490930.000000 Penalty: 3045.055420
	Iteration 0F: 2 clusters Score -2.249093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107207 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -22354184.000000 Penalty: 6090.110840
	Iteration 0F: 3 clusters Score -2.235418e+07 nChanged 103358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 112699 members 
Entering Unmasked Estep 
Score: -22414094.000000 Penalty: 6090.110840
	Iteration 1F: 3 clusters Score -2.241409e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Mstep: Class 2 contains 115888 members 
Entering Unmasked Estep 
Score: -22415248.000000 Penalty: 6090.110840
	Iteration 2Q: 3 clusters Score -2.241525e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 120795 members 
Entering Unmasked Estep 
Score: -22416928.000000 Penalty: 6090.110840
	Iteration 3Q: 3 clusters Score -2.241693e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 128460 members 
Entering Unmasked Estep 
Score: -22419720.000000 Penalty: 6090.110840
	Iteration 4Q: 3 clusters Score -2.241972e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 139936 members 
Entering Unmasked Estep 
Score: -22425154.000000 Penalty: 6090.110840
	Iteration 5F: 3 clusters Score -2.242515e+07 nChanged 16348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 156246 members 
Entering Unmasked Estep 
Score: -22436008.000000 Penalty: 6090.110840
	Iteration 6F: 3 clusters Score -2.243601e+07 nChanged 20503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 176747 members 
Entering Unmasked Estep 
Score: -22453730.000000 Penalty: 6090.110840
	Iteration 7F: 3 clusters Score -2.245373e+07 nChanged 19905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 196652 members 
Entering Unmasked Estep 
Score: -22473958.000000 Penalty: 6090.110840
	Iteration 8F: 3 clusters Score -2.247396e+07 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 209280 members 
Entering Unmasked Estep 
Score: -22483894.000000 Penalty: 6090.110840
	Iteration 9F: 3 clusters Score -2.248389e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 213762 members 
Entering Unmasked Estep 
Score: -22487012.000000 Penalty: 6090.110840
	Iteration 10Q: 3 clusters Score -2.248701e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 214708 members 
Entering Unmasked Estep 
Score: -22487850.000000 Penalty: 6090.110840
	Iteration 11Q: 3 clusters Score -2.248785e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214824 members 
Entering Unmasked Estep 
Score: -22488042.000000 Penalty: 6090.110840
	Iteration 12Q: 3 clusters Score -2.248804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 214853 members 
Entering Unmasked Estep 
Score: -22488102.000000 Penalty: 6090.110840
	Iteration 13Q: 3 clusters Score -2.24881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 214862 members 
Entering Unmasked Estep 
Score: -22488140.000000 Penalty: 6090.110840
	Iteration 14Q: 3 clusters Score -2.248814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 214865 members 
Entering Unmasked Estep 
Score: -22488178.000000 Penalty: 6090.110840
	Iteration 15Q: 3 clusters Score -2.248818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 214868 members 
Entering Unmasked Estep 
Score: -22488180.000000 Penalty: 6090.110840
	Iteration 16Q: 3 clusters Score -2.248818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 214870 members 
Entering Unmasked Estep 
Score: -22488194.000000 Penalty: 6090.110840
	Iteration 17Q: 3 clusters Score -2.248819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 214872 members 
Entering Unmasked Estep 
Score: -22488196.000000 Penalty: 6090.110840
	Iteration 18Q: 3 clusters Score -2.24882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214873 members 
Entering Unmasked Estep 
Score: -22488200.000000 Penalty: 6090.110840
	Iteration 19Q: 3 clusters Score -2.24882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 214873 members 
Entering Unmasked Estep 
Score: -22488200.000000 Penalty: 6090.110840
	Iteration 20F: 3 clusters Score -2.24882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -353342.312500 Penalty: 2027.116699
	Iteration 0F: 2 clusters Score -353342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -349744.625000 Penalty: 4054.233398
	Iteration 0F: 3 clusters Score -349744.6 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -350430.125000 Penalty: 4054.233398
	Iteration 1F: 3 clusters Score -350430.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -350570.125000 Penalty: 4054.233398
	Iteration 2F: 3 clusters Score -350570.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -350662.312500 Penalty: 4054.233398
	Iteration 3Q: 3 clusters Score -350662.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -350761.562500 Penalty: 4054.233398
	Iteration 4Q: 3 clusters Score -350761.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -350843.125000 Penalty: 4054.233398
	Iteration 5Q: 3 clusters Score -350843.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -350925.062500 Penalty: 4054.233398
	Iteration 6Q: 3 clusters Score -350925.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -351009.750000 Penalty: 4054.233398
	Iteration 7Q: 3 clusters Score -351009.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -351074.562500 Penalty: 4054.233398
	Iteration 8Q: 3 clusters Score -351074.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -351128.500000 Penalty: 4054.233398
	Iteration 9Q: 3 clusters Score -351128.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -351173.093750 Penalty: 4054.233398
	Iteration 10Q: 3 clusters Score -351173.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -351220.250000 Penalty: 4054.233398
	Iteration 11Q: 3 clusters Score -351220.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -351255.093750 Penalty: 4054.233398
	Iteration 12Q: 3 clusters Score -351255.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -351292.000000 Penalty: 4054.233398
	Iteration 13Q: 3 clusters Score -351292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -351330.250000 Penalty: 4054.233398
	Iteration 14Q: 3 clusters Score -351330.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -351369.718750 Penalty: 4054.233398
	Iteration 15Q: 3 clusters Score -351369.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -351408.000000 Penalty: 4054.233398
	Iteration 16Q: 3 clusters Score -351408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -351444.937500 Penalty: 4054.233398
	Iteration 17Q: 3 clusters Score -351444.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -351488.062500 Penalty: 4054.233398
	Iteration 18Q: 3 clusters Score -351488.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -351525.843750 Penalty: 4054.233398
	Iteration 19Q: 3 clusters Score -351525.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -351552.187500 Penalty: 4054.233398
	Iteration 20F: 3 clusters Score -351552.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -351574.281250 Penalty: 4054.233398
	Iteration 21Q: 3 clusters Score -351574.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -351598.281250 Penalty: 4054.233398
	Iteration 22Q: 3 clusters Score -351598.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -351618.656250 Penalty: 4054.233398
	Iteration 23Q: 3 clusters Score -351618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -351631.281250 Penalty: 4054.233398
	Iteration 24Q: 3 clusters Score -351631.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -351644.250000 Penalty: 4054.233398
	Iteration 25Q: 3 clusters Score -351644.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -351655.656250 Penalty: 4054.233398
	Iteration 26Q: 3 clusters Score -351655.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -351664.843750 Penalty: 4054.233398
	Iteration 27Q: 3 clusters Score -351664.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -351672.656250 Penalty: 4054.233398
	Iteration 28Q: 3 clusters Score -351672.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -351680.000000 Penalty: 4054.233398
	Iteration 29Q: 3 clusters Score -351680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -351686.687500 Penalty: 4054.233398
	Iteration 30Q: 3 clusters Score -351686.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -351694.625000 Penalty: 4054.233398
	Iteration 31Q: 3 clusters Score -351694.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -351704.062500 Penalty: 4054.233398
	Iteration 32Q: 3 clusters Score -351704.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -351714.406250 Penalty: 4054.233398
	Iteration 33Q: 3 clusters Score -351714.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -351723.750000 Penalty: 4054.233398
	Iteration 34Q: 3 clusters Score -351723.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -351727.125000 Penalty: 4054.233398
	Iteration 35Q: 3 clusters Score -351727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -351731.187500 Penalty: 4054.233398
	Iteration 36Q: 3 clusters Score -351731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -351734.187500 Penalty: 4054.233398
	Iteration 37Q: 3 clusters Score -351734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -351740.343750 Penalty: 4054.233398
	Iteration 38Q: 3 clusters Score -351740.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -351744.781250 Penalty: 4054.233398
	Iteration 39Q: 3 clusters Score -351744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -351749.406250 Penalty: 4054.233398
	Iteration 40F: 3 clusters Score -351749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -351751.343750 Penalty: 4054.233398
	Iteration 41Q: 3 clusters Score -351751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -351755.937500 Penalty: 4054.233398
	Iteration 42Q: 3 clusters Score -351755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -351757.218750 Penalty: 4054.233398
	Iteration 43Q: 3 clusters Score -351757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -351758.031250 Penalty: 4054.233398
	Iteration 44Q: 3 clusters Score -351758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -351758.531250 Penalty: 4054.233398
	Iteration 45Q: 3 clusters Score -351758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -351761.812500 Penalty: 4054.233398
	Iteration 46Q: 3 clusters Score -351761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -351763.937500 Penalty: 4054.233398
	Iteration 47Q: 3 clusters Score -351763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -351766.343750 Penalty: 4054.233398
	Iteration 48Q: 3 clusters Score -351766.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -351768.156250 Penalty: 4054.233398
	Iteration 49Q: 3 clusters Score -351768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -351771.625000 Penalty: 4054.233398
	Iteration 50Q: 3 clusters Score -351771.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -351772.281250 Penalty: 4054.233398
	Iteration 51Q: 3 clusters Score -351772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -351772.156250 Penalty: 4054.233398
	Iteration 52Q: 3 clusters Score -351772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -351772.156250 Penalty: 4054.233398
	Iteration 53F: 3 clusters Score -351772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137565 members 
Entering Unmasked Estep 
Score: -14408206.000000 Penalty: 2934.299316
	Iteration 0F: 2 clusters Score -1.440821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68508 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -14316697.000000 Penalty: 5868.598633
	Iteration 0F: 3 clusters Score -1.43167e+07 nChanged 65548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -14355096.000000 Penalty: 5868.598633
	Iteration 1F: 3 clusters Score -1.43551e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 75797 members 
Entering Unmasked Estep 
Score: -14356495.000000 Penalty: 5868.598633
	Iteration 2Q: 3 clusters Score -1.43565e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -14358556.000000 Penalty: 5868.598633
	Iteration 3Q: 3 clusters Score -1.435856e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -14361749.000000 Penalty: 5868.598633
	Iteration 4F: 3 clusters Score -1.436175e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -14367498.000000 Penalty: 5868.598633
	Iteration 5F: 3 clusters Score -1.43675e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 105750 members 
Entering Unmasked Estep 
Score: -14376801.000000 Penalty: 5868.598633
	Iteration 6F: 3 clusters Score -1.43768e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -14387722.000000 Penalty: 5868.598633
	Iteration 7F: 3 clusters Score -1.438772e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 126448 members 
Entering Unmasked Estep 
Score: -14396398.000000 Penalty: 5868.598633
	Iteration 8F: 3 clusters Score -1.43964e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 131618 members 
Entering Unmasked Estep 
Score: -14401345.000000 Penalty: 5868.598633
	Iteration 9Q: 3 clusters Score -1.440134e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 134116 members 
Entering Unmasked Estep 
Score: -14403643.000000 Penalty: 5868.598633
	Iteration 10Q: 3 clusters Score -1.440364e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 135209 members 
Entering Unmasked Estep 
Score: -14404667.000000 Penalty: 5868.598633
	Iteration 11Q: 3 clusters Score -1.440467e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 135728 members 
Entering Unmasked Estep 
Score: -14405070.000000 Penalty: 5868.598633
	Iteration 12Q: 3 clusters Score -1.440507e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 136013 members 
Entering Unmasked Estep 
Score: -14405273.000000 Penalty: 5868.598633
	Iteration 13Q: 3 clusters Score -1.440527e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 136219 members 
Entering Unmasked Estep 
Score: -14405383.000000 Penalty: 5868.598633
	Iteration 14Q: 3 clusters Score -1.440538e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -14405490.000000 Penalty: 5868.598633
	Iteration 15Q: 3 clusters Score -1.440549e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 136446 members 
Entering Unmasked Estep 
Score: -14405540.000000 Penalty: 5868.598633
	Iteration 16Q: 3 clusters Score -1.440554e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 136520 members 
Entering Unmasked Estep 
Score: -14405615.000000 Penalty: 5868.598633
	Iteration 17Q: 3 clusters Score -1.440562e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 136574 members 
Entering Unmasked Estep 
Score: -14405627.000000 Penalty: 5868.598633
	Iteration 18Q: 3 clusters Score -1.440563e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 136604 members 
Entering Unmasked Estep 
Score: -14405620.000000 Penalty: 5868.598633
	Iteration 19Q: 3 clusters Score -1.440562e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 136628 members 
Entering Unmasked Estep 
Score: -14405627.000000 Penalty: 5868.598633
	Iteration 20F: 3 clusters Score -1.440563e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 136641 members 
Entering Unmasked Estep 
Score: -14405641.000000 Penalty: 5868.598633
	Iteration 21Q: 3 clusters Score -1.440564e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 136655 members 
Entering Unmasked Estep 
Score: -14405657.000000 Penalty: 5868.598633
	Iteration 22Q: 3 clusters Score -1.440566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 136665 members 
Entering Unmasked Estep 
Score: -14405673.000000 Penalty: 5868.598633
	Iteration 23Q: 3 clusters Score -1.440567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 136674 members 
Entering Unmasked Estep 
Score: -14405687.000000 Penalty: 5868.598633
	Iteration 24Q: 3 clusters Score -1.440569e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 136686 members 
Entering Unmasked Estep 
Score: -14405696.000000 Penalty: 5868.598633
	Iteration 25Q: 3 clusters Score -1.44057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 136694 members 
Entering Unmasked Estep 
Score: -14405707.000000 Penalty: 5868.598633
	Iteration 26Q: 3 clusters Score -1.440571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 136700 members 
Entering Unmasked Estep 
Score: -14405719.000000 Penalty: 5868.598633
	Iteration 27Q: 3 clusters Score -1.440572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 136707 members 
Entering Unmasked Estep 
Score: -14405734.000000 Penalty: 5868.598633
	Iteration 28Q: 3 clusters Score -1.440573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 136711 members 
Entering Unmasked Estep 
Score: -14405739.000000 Penalty: 5868.598633
	Iteration 29Q: 3 clusters Score -1.440574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 136712 members 
Entering Unmasked Estep 
Score: -14405751.000000 Penalty: 5868.598633
	Iteration 30Q: 3 clusters Score -1.440575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 136718 members 
Entering Unmasked Estep 
Score: -14405762.000000 Penalty: 5868.598633
	Iteration 31Q: 3 clusters Score -1.440576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 136728 members 
Entering Unmasked Estep 
Score: -14405754.000000 Penalty: 5868.598633
	Iteration 32Q: 3 clusters Score -1.440575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 136733 members 
Entering Unmasked Estep 
Score: -14405760.000000 Penalty: 5868.598633
	Iteration 33Q: 3 clusters Score -1.440576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 136735 members 
Entering Unmasked Estep 
Score: -14405748.000000 Penalty: 5868.598633
	Iteration 34Q: 3 clusters Score -1.440575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 136736 members 
Entering Unmasked Estep 
Score: -14405751.000000 Penalty: 5868.598633
	Iteration 35Q: 3 clusters Score -1.440575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -14405756.000000 Penalty: 5868.598633
	Iteration 36Q: 3 clusters Score -1.440576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -14405766.000000 Penalty: 5868.598633
	Iteration 37Q: 3 clusters Score -1.440577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 136741 members 
Entering Unmasked Estep 
Score: -14405775.000000 Penalty: 5868.598633
	Iteration 38Q: 3 clusters Score -1.440578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 136743 members 
Entering Unmasked Estep 
Score: -14405770.000000 Penalty: 5868.598633
	Iteration 39Q: 3 clusters Score -1.440577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 136746 members 
Entering Unmasked Estep 
Score: -14405770.000000 Penalty: 5868.598633
	Iteration 40F: 3 clusters Score -1.440577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -14405770.000000 Penalty: 5868.598633
	Iteration 41Q: 3 clusters Score -1.440577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -14405759.000000 Penalty: 5868.598633
	Iteration 42Q: 3 clusters Score -1.440576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 136750 members 
Entering Unmasked Estep 
Score: -14405766.000000 Penalty: 5868.598633
	Iteration 43Q: 3 clusters Score -1.440577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -14405768.000000 Penalty: 5868.598633
	Iteration 44Q: 3 clusters Score -1.440577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -14405766.000000 Penalty: 5868.598633
	Iteration 45Q: 3 clusters Score -1.440577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 136751 members 
Entering Unmasked Estep 
Score: -14405765.000000 Penalty: 5868.598633
	Iteration 46Q: 3 clusters Score -1.440576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 136750 members 
Entering Unmasked Estep 
Score: -14405770.000000 Penalty: 5868.598633
	Iteration 47Q: 3 clusters Score -1.440577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 136750 members 
Entering Unmasked Estep 
Score: -14405768.000000 Penalty: 5868.598633
	Iteration 48Q: 3 clusters Score -1.440577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -14405764.000000 Penalty: 5868.598633
	Iteration 49Q: 3 clusters Score -1.440576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 136752 members 
Entering Unmasked Estep 
Score: -14405762.000000 Penalty: 5868.598633
	Iteration 50Q: 3 clusters Score -1.440576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 136750 members 
Entering Unmasked Estep 
Score: -14405767.000000 Penalty: 5868.598633
	Iteration 51Q: 3 clusters Score -1.440577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 136750 members 
Entering Unmasked Estep 
Score: -14405774.000000 Penalty: 5868.598633
	Iteration 52Q: 3 clusters Score -1.440577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -14405773.000000 Penalty: 5868.598633
	Iteration 53Q: 3 clusters Score -1.440577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -14405773.000000 Penalty: 5868.598633
	Iteration 54F: 3 clusters Score -1.440577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Entering Unmasked Estep 
Score: -2246692.500000 Penalty: 2468.931152
	Iteration 0F: 2 clusters Score -2246692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2232022.000000 Penalty: 4937.862305
	Iteration 0F: 3 clusters Score -2232022 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2236824.750000 Penalty: 4937.862305
	Iteration 1F: 3 clusters Score -2236825 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2237170.250000 Penalty: 4937.862305
	Iteration 2Q: 3 clusters Score -2237170 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2237439.000000 Penalty: 4937.862305
	Iteration 3Q: 3 clusters Score -2237439 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2237692.000000 Penalty: 4937.862305
	Iteration 4Q: 3 clusters Score -2237692 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2237911.000000 Penalty: 4937.862305
	Iteration 5Q: 3 clusters Score -2237911 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2238169.250000 Penalty: 4937.862305
	Iteration 6Q: 3 clusters Score -2238169 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2238493.250000 Penalty: 4937.862305
	Iteration 7Q: 3 clusters Score -2238493 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2239003.250000 Penalty: 4937.862305
	Iteration 8Q: 3 clusters Score -2239003 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2239664.500000 Penalty: 4937.862305
	Iteration 9F: 3 clusters Score -2239664 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2240465.750000 Penalty: 4937.862305
	Iteration 10F: 3 clusters Score -2240466 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2241393.750000 Penalty: 4937.862305
	Iteration 11F: 3 clusters Score -2241394 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2242265.750000 Penalty: 4937.862305
	Iteration 12F: 3 clusters Score -2242266 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2242930.750000 Penalty: 4937.862305
	Iteration 13Q: 3 clusters Score -2242931 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2243464.000000 Penalty: 4937.862305
	Iteration 14Q: 3 clusters Score -2243464 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2243842.000000 Penalty: 4937.862305
	Iteration 15Q: 3 clusters Score -2243842 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2244094.500000 Penalty: 4937.862305
	Iteration 16Q: 3 clusters Score -2244094 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2244251.750000 Penalty: 4937.862305
	Iteration 17Q: 3 clusters Score -2244252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2244367.250000 Penalty: 4937.862305
	Iteration 18Q: 3 clusters Score -2244367 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2244433.750000 Penalty: 4937.862305
	Iteration 19Q: 3 clusters Score -2244434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2244480.500000 Penalty: 4937.862305
	Iteration 20F: 3 clusters Score -2244480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2244517.250000 Penalty: 4937.862305
	Iteration 21Q: 3 clusters Score -2244517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2244560.250000 Penalty: 4937.862305
	Iteration 22Q: 3 clusters Score -2244560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2244584.500000 Penalty: 4937.862305
	Iteration 23Q: 3 clusters Score -2244584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2244609.000000 Penalty: 4937.862305
	Iteration 24Q: 3 clusters Score -2244609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2244618.250000 Penalty: 4937.862305
	Iteration 25Q: 3 clusters Score -2244618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2244629.000000 Penalty: 4937.862305
	Iteration 26Q: 3 clusters Score -2244629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2244640.000000 Penalty: 4937.862305
	Iteration 27Q: 3 clusters Score -2244640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2244646.500000 Penalty: 4937.862305
	Iteration 28Q: 3 clusters Score -2244646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2244649.250000 Penalty: 4937.862305
	Iteration 29Q: 3 clusters Score -2244649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2244647.250000 Penalty: 4937.862305
	Iteration 30Q: 3 clusters Score -2244647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2244649.000000 Penalty: 4937.862305
	Iteration 31Q: 3 clusters Score -2244649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2244650.000000 Penalty: 4937.862305
	Iteration 32Q: 3 clusters Score -2244650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2244650.500000 Penalty: 4937.862305
	Iteration 33Q: 3 clusters Score -2244650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2244649.500000 Penalty: 4937.862305
	Iteration 34Q: 3 clusters Score -2244650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2244650.500000 Penalty: 4937.862305
	Iteration 35Q: 3 clusters Score -2244650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2244650.250000 Penalty: 4937.862305
	Iteration 36Q: 3 clusters Score -2244650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2244650.000000 Penalty: 4937.862305
	Iteration 37Q: 3 clusters Score -2244650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2244650.000000 Penalty: 4937.862305
	Iteration 38F: 3 clusters Score -2244650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Entering Unmasked Estep 
Score: -4598979.500000 Penalty: 2658.061279
	Iteration 0F: 2 clusters Score -4598980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -4568515.500000 Penalty: 5316.122559
	Iteration 0F: 3 clusters Score -4568516 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4580210.000000 Penalty: 5316.122559
	Iteration 1F: 3 clusters Score -4580210 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -4580972.000000 Penalty: 5316.122559
	Iteration 2Q: 3 clusters Score -4580972 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -4581823.000000 Penalty: 5316.122559
	Iteration 3Q: 3 clusters Score -4581823 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4583017.000000 Penalty: 5316.122559
	Iteration 4F: 3 clusters Score -4583017 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4584738.000000 Penalty: 5316.122559
	Iteration 5F: 3 clusters Score -4584738 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -4586902.500000 Penalty: 5316.122559
	Iteration 6F: 3 clusters Score -4586902 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4589026.000000 Penalty: 5316.122559
	Iteration 7F: 3 clusters Score -4589026 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4590584.500000 Penalty: 5316.122559
	Iteration 8F: 3 clusters Score -4590584 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4591456.000000 Penalty: 5316.122559
	Iteration 9Q: 3 clusters Score -4591456 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4591837.000000 Penalty: 5316.122559
	Iteration 10Q: 3 clusters Score -4591837 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4591998.500000 Penalty: 5316.122559
	Iteration 11Q: 3 clusters Score -4591998 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4592025.500000 Penalty: 5316.122559
	Iteration 12Q: 3 clusters Score -4592026 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4592060.500000 Penalty: 5316.122559
	Iteration 13Q: 3 clusters Score -4592060 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -4592075.500000 Penalty: 5316.122559
	Iteration 14Q: 3 clusters Score -4592076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4592092.500000 Penalty: 5316.122559
	Iteration 15Q: 3 clusters Score -4592092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -4592102.500000 Penalty: 5316.122559
	Iteration 16Q: 3 clusters Score -4592102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4592100.000000 Penalty: 5316.122559
	Iteration 17Q: 3 clusters Score -4592100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4592121.000000 Penalty: 5316.122559
	Iteration 18Q: 3 clusters Score -4592121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4592137.500000 Penalty: 5316.122559
	Iteration 19Q: 3 clusters Score -4592138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4592141.500000 Penalty: 5316.122559
	Iteration 20F: 3 clusters Score -4592142 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4592152.000000 Penalty: 5316.122559
	Iteration 21Q: 3 clusters Score -4592152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4592160.000000 Penalty: 5316.122559
	Iteration 22Q: 3 clusters Score -4592160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -4592170.500000 Penalty: 5316.122559
	Iteration 23Q: 3 clusters Score -4592170 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -4592178.000000 Penalty: 5316.122559
	Iteration 24Q: 3 clusters Score -4592178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -4592193.000000 Penalty: 5316.122559
	Iteration 25Q: 3 clusters Score -4592193 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -4592201.500000 Penalty: 5316.122559
	Iteration 26Q: 3 clusters Score -4592202 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4592217.500000 Penalty: 5316.122559
	Iteration 27Q: 3 clusters Score -4592218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -4592233.000000 Penalty: 5316.122559
	Iteration 28Q: 3 clusters Score -4592233 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -4592231.500000 Penalty: 5316.122559
	Iteration 29Q: 3 clusters Score -4592232 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -4592253.500000 Penalty: 5316.122559
	Iteration 30Q: 3 clusters Score -4592254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4592268.500000 Penalty: 5316.122559
	Iteration 31Q: 3 clusters Score -4592268 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -4592285.500000 Penalty: 5316.122559
	Iteration 32Q: 3 clusters Score -4592286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4592292.500000 Penalty: 5316.122559
	Iteration 33Q: 3 clusters Score -4592292 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4592319.000000 Penalty: 5316.122559
	Iteration 34Q: 3 clusters Score -4592319 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4592350.000000 Penalty: 5316.122559
	Iteration 35Q: 3 clusters Score -4592350 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4592363.000000 Penalty: 5316.122559
	Iteration 36Q: 3 clusters Score -4592363 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -4592420.500000 Penalty: 5316.122559
	Iteration 37Q: 3 clusters Score -4592420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -4592483.000000 Penalty: 5316.122559
	Iteration 38Q: 3 clusters Score -4592483 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -4592523.000000 Penalty: 5316.122559
	Iteration 39Q: 3 clusters Score -4592523 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -4592589.000000 Penalty: 5316.122559
	Iteration 40F: 3 clusters Score -4592589 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -4592654.000000 Penalty: 5316.122559
	Iteration 41Q: 3 clusters Score -4592654 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -4592767.500000 Penalty: 5316.122559
	Iteration 42Q: 3 clusters Score -4592768 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -4592941.500000 Penalty: 5316.122559
	Iteration 43Q: 3 clusters Score -4592942 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -4593173.500000 Penalty: 5316.122559
	Iteration 44Q: 3 clusters Score -4593174 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4593498.500000 Penalty: 5316.122559
	Iteration 45Q: 3 clusters Score -4593498 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -4594045.000000 Penalty: 5316.122559
	Iteration 46Q: 3 clusters Score -4594045 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -4594705.000000 Penalty: 5316.122559
	Iteration 47Q: 3 clusters Score -4594705 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -4595420.000000 Penalty: 5316.122559
	Iteration 48Q: 3 clusters Score -4595420 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -4595996.500000 Penalty: 5316.122559
	Iteration 49Q: 3 clusters Score -4595996 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -4596448.000000 Penalty: 5316.122559
	Iteration 50Q: 3 clusters Score -4596448 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -4596847.500000 Penalty: 5316.122559
	Iteration 51Q: 3 clusters Score -4596848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -4597129.500000 Penalty: 5316.122559
	Iteration 52Q: 3 clusters Score -4597130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -4597211.500000 Penalty: 5316.122559
	Iteration 53Q: 3 clusters Score -4597212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -4597246.000000 Penalty: 5316.122559
	Iteration 54Q: 3 clusters Score -4597246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -4597278.500000 Penalty: 5316.122559
	Iteration 55Q: 3 clusters Score -4597278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -4597298.000000 Penalty: 5316.122559
	Iteration 56Q: 3 clusters Score -4597298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -4597299.000000 Penalty: 5316.122559
	Iteration 57Q: 3 clusters Score -4597299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -4597313.000000 Penalty: 5316.122559
	Iteration 58Q: 3 clusters Score -4597313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -4597317.500000 Penalty: 5316.122559
	Iteration 59Q: 3 clusters Score -4597318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -4597324.500000 Penalty: 5316.122559
	Iteration 60F: 3 clusters Score -4597324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -4597324.000000 Penalty: 5316.122559
	Iteration 61Q: 3 clusters Score -4597324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -4597319.500000 Penalty: 5316.122559
	Iteration 62Q: 3 clusters Score -4597320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -4597326.000000 Penalty: 5316.122559
	Iteration 63Q: 3 clusters Score -4597326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -4597334.500000 Penalty: 5316.122559
	Iteration 64Q: 3 clusters Score -4597334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -4597334.500000 Penalty: 5316.122559
	Iteration 65F: 3 clusters Score -4597334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Entering Unmasked Estep 
Score: -2987917.000000 Penalty: 2539.678223
	Iteration 0F: 2 clusters Score -2987917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2968688.750000 Penalty: 5079.356445
	Iteration 0F: 3 clusters Score -2968689 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2975277.250000 Penalty: 5079.356445
	Iteration 1F: 3 clusters Score -2975277 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2975618.750000 Penalty: 5079.356445
	Iteration 2Q: 3 clusters Score -2975619 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2975902.000000 Penalty: 5079.356445
	Iteration 3Q: 3 clusters Score -2975902 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2976170.750000 Penalty: 5079.356445
	Iteration 4Q: 3 clusters Score -2976171 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2976471.750000 Penalty: 5079.356445
	Iteration 5Q: 3 clusters Score -2976472 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2976817.000000 Penalty: 5079.356445
	Iteration 6Q: 3 clusters Score -2976817 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2977339.250000 Penalty: 5079.356445
	Iteration 7Q: 3 clusters Score -2977339 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2978046.000000 Penalty: 5079.356445
	Iteration 8Q: 3 clusters Score -2978046 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2979048.250000 Penalty: 5079.356445
	Iteration 9F: 3 clusters Score -2979048 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2980398.250000 Penalty: 5079.356445
	Iteration 10F: 3 clusters Score -2980398 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2981863.750000 Penalty: 5079.356445
	Iteration 11F: 3 clusters Score -2981864 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2983051.000000 Penalty: 5079.356445
	Iteration 12Q: 3 clusters Score -2983051 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -2983964.750000 Penalty: 5079.356445
	Iteration 13Q: 3 clusters Score -2983965 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -2984582.000000 Penalty: 5079.356445
	Iteration 14Q: 3 clusters Score -2984582 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2985000.750000 Penalty: 5079.356445
	Iteration 15Q: 3 clusters Score -2985001 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2985259.500000 Penalty: 5079.356445
	Iteration 16Q: 3 clusters Score -2985260 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2985380.750000 Penalty: 5079.356445
	Iteration 17Q: 3 clusters Score -2985381 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -2985455.750000 Penalty: 5079.356445
	Iteration 18Q: 3 clusters Score -2985456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2985519.750000 Penalty: 5079.356445
	Iteration 19Q: 3 clusters Score -2985520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -2985538.250000 Penalty: 5079.356445
	Iteration 20F: 3 clusters Score -2985538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2985548.500000 Penalty: 5079.356445
	Iteration 21Q: 3 clusters Score -2985548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2985565.250000 Penalty: 5079.356445
	Iteration 22Q: 3 clusters Score -2985565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -2985583.500000 Penalty: 5079.356445
	Iteration 23Q: 3 clusters Score -2985584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -2985592.250000 Penalty: 5079.356445
	Iteration 24Q: 3 clusters Score -2985592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -2985607.750000 Penalty: 5079.356445
	Iteration 25Q: 3 clusters Score -2985608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -2985623.000000 Penalty: 5079.356445
	Iteration 26Q: 3 clusters Score -2985623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2985627.000000 Penalty: 5079.356445
	Iteration 27Q: 3 clusters Score -2985627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2985637.500000 Penalty: 5079.356445
	Iteration 28Q: 3 clusters Score -2985638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -2985645.750000 Penalty: 5079.356445
	Iteration 29Q: 3 clusters Score -2985646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -2985648.750000 Penalty: 5079.356445
	Iteration 30Q: 3 clusters Score -2985649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2985655.000000 Penalty: 5079.356445
	Iteration 31Q: 3 clusters Score -2985655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -2985660.000000 Penalty: 5079.356445
	Iteration 32Q: 3 clusters Score -2985660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2985660.250000 Penalty: 5079.356445
	Iteration 33Q: 3 clusters Score -2985660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -2985662.750000 Penalty: 5079.356445
	Iteration 34Q: 3 clusters Score -2985663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -2985662.250000 Penalty: 5079.356445
	Iteration 35Q: 3 clusters Score -2985662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -2985666.500000 Penalty: 5079.356445
	Iteration 36Q: 3 clusters Score -2985666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -2985663.500000 Penalty: 5079.356445
	Iteration 37Q: 3 clusters Score -2985664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -2985667.750000 Penalty: 5079.356445
	Iteration 38Q: 3 clusters Score -2985668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -2985675.000000 Penalty: 5079.356445
	Iteration 39Q: 3 clusters Score -2985675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2985677.500000 Penalty: 5079.356445
	Iteration 40F: 3 clusters Score -2985678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -2985680.000000 Penalty: 5079.356445
	Iteration 41Q: 3 clusters Score -2985680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -2985677.250000 Penalty: 5079.356445
	Iteration 42Q: 3 clusters Score -2985677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2985677.250000 Penalty: 5079.356445
	Iteration 43Q: 3 clusters Score -2985677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -2985682.250000 Penalty: 5079.356445
	Iteration 44Q: 3 clusters Score -2985682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -2985683.250000 Penalty: 5079.356445
	Iteration 45Q: 3 clusters Score -2985683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -2985684.750000 Penalty: 5079.356445
	Iteration 46Q: 3 clusters Score -2985685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -2985684.750000 Penalty: 5079.356445
	Iteration 47Q: 3 clusters Score -2985685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -2985686.000000 Penalty: 5079.356445
	Iteration 48Q: 3 clusters Score -2985686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2985682.500000 Penalty: 5079.356445
	Iteration 49Q: 3 clusters Score -2985682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -2985682.500000 Penalty: 5079.356445
	Iteration 50F: 3 clusters Score -2985682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Entering Unmasked Estep 
Score: -2633109.250000 Penalty: 2508.058838
	Iteration 0F: 2 clusters Score -2633109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2616129.250000 Penalty: 5016.117676
	Iteration 0F: 3 clusters Score -2616129 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2621953.250000 Penalty: 5016.117676
	Iteration 1F: 3 clusters Score -2621953 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2622334.500000 Penalty: 5016.117676
	Iteration 2Q: 3 clusters Score -2622334 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2622654.500000 Penalty: 5016.117676
	Iteration 3Q: 3 clusters Score -2622654 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2622928.500000 Penalty: 5016.117676
	Iteration 4Q: 3 clusters Score -2622928 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2623152.000000 Penalty: 5016.117676
	Iteration 5Q: 3 clusters Score -2623152 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2623389.000000 Penalty: 5016.117676
	Iteration 6Q: 3 clusters Score -2623389 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2623716.500000 Penalty: 5016.117676
	Iteration 7Q: 3 clusters Score -2623716 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2624111.000000 Penalty: 5016.117676
	Iteration 8Q: 3 clusters Score -2624111 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2624652.750000 Penalty: 5016.117676
	Iteration 9Q: 3 clusters Score -2624653 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2625377.750000 Penalty: 5016.117676
	Iteration 10Q: 3 clusters Score -2625378 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2626188.000000 Penalty: 5016.117676
	Iteration 11F: 3 clusters Score -2626188 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2627086.000000 Penalty: 5016.117676
	Iteration 12F: 3 clusters Score -2627086 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2627842.250000 Penalty: 5016.117676
	Iteration 13Q: 3 clusters Score -2627842 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2628430.750000 Penalty: 5016.117676
	Iteration 14Q: 3 clusters Score -2628431 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2628855.250000 Penalty: 5016.117676
	Iteration 15Q: 3 clusters Score -2628855 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2629125.250000 Penalty: 5016.117676
	Iteration 16Q: 3 clusters Score -2629125 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2629323.000000 Penalty: 5016.117676
	Iteration 17Q: 3 clusters Score -2629323 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2629512.750000 Penalty: 5016.117676
	Iteration 18Q: 3 clusters Score -2629513 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2629677.500000 Penalty: 5016.117676
	Iteration 19Q: 3 clusters Score -2629678 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2629815.250000 Penalty: 5016.117676
	Iteration 20F: 3 clusters Score -2629815 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2629930.750000 Penalty: 5016.117676
	Iteration 21Q: 3 clusters Score -2629931 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2630033.000000 Penalty: 5016.117676
	Iteration 22Q: 3 clusters Score -2630033 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2630138.750000 Penalty: 5016.117676
	Iteration 23Q: 3 clusters Score -2630139 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2630219.250000 Penalty: 5016.117676
	Iteration 24Q: 3 clusters Score -2630219 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2630292.500000 Penalty: 5016.117676
	Iteration 25Q: 3 clusters Score -2630292 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2630385.250000 Penalty: 5016.117676
	Iteration 26Q: 3 clusters Score -2630385 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2630443.250000 Penalty: 5016.117676
	Iteration 27Q: 3 clusters Score -2630443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2630494.750000 Penalty: 5016.117676
	Iteration 28Q: 3 clusters Score -2630495 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2630549.750000 Penalty: 5016.117676
	Iteration 29Q: 3 clusters Score -2630550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2630598.000000 Penalty: 5016.117676
	Iteration 30Q: 3 clusters Score -2630598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2630635.750000 Penalty: 5016.117676
	Iteration 31Q: 3 clusters Score -2630636 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2630683.750000 Penalty: 5016.117676
	Iteration 32Q: 3 clusters Score -2630684 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2630721.500000 Penalty: 5016.117676
	Iteration 33Q: 3 clusters Score -2630722 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2630756.000000 Penalty: 5016.117676
	Iteration 34Q: 3 clusters Score -2630756 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2630791.750000 Penalty: 5016.117676
	Iteration 35Q: 3 clusters Score -2630792 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2630830.750000 Penalty: 5016.117676
	Iteration 36Q: 3 clusters Score -2630831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2630852.250000 Penalty: 5016.117676
	Iteration 37Q: 3 clusters Score -2630852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2630887.500000 Penalty: 5016.117676
	Iteration 38Q: 3 clusters Score -2630888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2630916.500000 Penalty: 5016.117676
	Iteration 39Q: 3 clusters Score -2630916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2630928.500000 Penalty: 5016.117676
	Iteration 40F: 3 clusters Score -2630928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2630949.250000 Penalty: 5016.117676
	Iteration 41Q: 3 clusters Score -2630949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2630964.000000 Penalty: 5016.117676
	Iteration 42Q: 3 clusters Score -2630964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2630982.000000 Penalty: 5016.117676
	Iteration 43Q: 3 clusters Score -2630982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2631006.250000 Penalty: 5016.117676
	Iteration 44Q: 3 clusters Score -2631006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2631024.000000 Penalty: 5016.117676
	Iteration 45Q: 3 clusters Score -2631024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2631033.500000 Penalty: 5016.117676
	Iteration 46Q: 3 clusters Score -2631034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2631052.000000 Penalty: 5016.117676
	Iteration 47Q: 3 clusters Score -2631052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2631058.750000 Penalty: 5016.117676
	Iteration 48Q: 3 clusters Score -2631059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2631067.500000 Penalty: 5016.117676
	Iteration 49Q: 3 clusters Score -2631068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2631082.250000 Penalty: 5016.117676
	Iteration 50Q: 3 clusters Score -2631082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2631096.250000 Penalty: 5016.117676
	Iteration 51Q: 3 clusters Score -2631096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2631105.500000 Penalty: 5016.117676
	Iteration 52Q: 3 clusters Score -2631106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2631104.000000 Penalty: 5016.117676
	Iteration 53Q: 3 clusters Score -2631104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2631112.750000 Penalty: 5016.117676
	Iteration 54Q: 3 clusters Score -2631113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2631116.500000 Penalty: 5016.117676
	Iteration 55Q: 3 clusters Score -2631116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2631124.750000 Penalty: 5016.117676
	Iteration 56Q: 3 clusters Score -2631125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2631129.000000 Penalty: 5016.117676
	Iteration 57Q: 3 clusters Score -2631129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2631132.500000 Penalty: 5016.117676
	Iteration 58Q: 3 clusters Score -2631132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2631141.500000 Penalty: 5016.117676
	Iteration 59Q: 3 clusters Score -2631142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2631147.000000 Penalty: 5016.117676
	Iteration 60F: 3 clusters Score -2631147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2631152.500000 Penalty: 5016.117676
	Iteration 61Q: 3 clusters Score -2631152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2631152.750000 Penalty: 5016.117676
	Iteration 62Q: 3 clusters Score -2631153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2631156.000000 Penalty: 5016.117676
	Iteration 63Q: 3 clusters Score -2631156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2631163.750000 Penalty: 5016.117676
	Iteration 64Q: 3 clusters Score -2631164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2631164.250000 Penalty: 5016.117676
	Iteration 65Q: 3 clusters Score -2631164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2631167.500000 Penalty: 5016.117676
	Iteration 66Q: 3 clusters Score -2631168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2631169.750000 Penalty: 5016.117676
	Iteration 67Q: 3 clusters Score -2631170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2631165.000000 Penalty: 5016.117676
	Iteration 68Q: 3 clusters Score -2631165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2631164.750000 Penalty: 5016.117676
	Iteration 69Q: 3 clusters Score -2631165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2631163.750000 Penalty: 5016.117676
	Iteration 70Q: 3 clusters Score -2631164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2631163.750000 Penalty: 5016.117676
	Iteration 71F: 3 clusters Score -2631164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Entering Unmasked Estep 
Score: -1432297.375000 Penalty: 2365.206543
	Iteration 0F: 2 clusters Score -1432297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1422069.250000 Penalty: 4730.413086
	Iteration 0F: 3 clusters Score -1422069 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1425341.250000 Penalty: 4730.413086
	Iteration 1F: 3 clusters Score -1425341 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1425736.875000 Penalty: 4730.413086
	Iteration 2F: 3 clusters Score -1425737 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1426104.375000 Penalty: 4730.413086
	Iteration 3F: 3 clusters Score -1426104 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1426477.500000 Penalty: 4730.413086
	Iteration 4Q: 3 clusters Score -1426478 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1426961.500000 Penalty: 4730.413086
	Iteration 5F: 3 clusters Score -1426962 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1427597.750000 Penalty: 4730.413086
	Iteration 6F: 3 clusters Score -1427598 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1428338.250000 Penalty: 4730.413086
	Iteration 7F: 3 clusters Score -1428338 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1429264.750000 Penalty: 4730.413086
	Iteration 8F: 3 clusters Score -1429265 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1430128.625000 Penalty: 4730.413086
	Iteration 9F: 3 clusters Score -1430129 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1430719.750000 Penalty: 4730.413086
	Iteration 10Q: 3 clusters Score -1430720 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1431020.875000 Penalty: 4730.413086
	Iteration 11Q: 3 clusters Score -1431021 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1431173.500000 Penalty: 4730.413086
	Iteration 12Q: 3 clusters Score -1431174 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1431262.875000 Penalty: 4730.413086
	Iteration 13Q: 3 clusters Score -1431263 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1431311.500000 Penalty: 4730.413086
	Iteration 14Q: 3 clusters Score -1431312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1431341.250000 Penalty: 4730.413086
	Iteration 15Q: 3 clusters Score -1431341 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1431353.625000 Penalty: 4730.413086
	Iteration 16Q: 3 clusters Score -1431354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1431363.500000 Penalty: 4730.413086
	Iteration 17Q: 3 clusters Score -1431364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1431374.375000 Penalty: 4730.413086
	Iteration 18Q: 3 clusters Score -1431374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1431378.125000 Penalty: 4730.413086
	Iteration 19Q: 3 clusters Score -1431378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1431380.250000 Penalty: 4730.413086
	Iteration 20F: 3 clusters Score -1431380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1431378.625000 Penalty: 4730.413086
	Iteration 21Q: 3 clusters Score -1431379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1431381.500000 Penalty: 4730.413086
	Iteration 22Q: 3 clusters Score -1431382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1431382.250000 Penalty: 4730.413086
	Iteration 23Q: 3 clusters Score -1431382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1431381.250000 Penalty: 4730.413086
	Iteration 24Q: 3 clusters Score -1431381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1431380.000000 Penalty: 4730.413086
	Iteration 25Q: 3 clusters Score -1431380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1431385.375000 Penalty: 4730.413086
	Iteration 26Q: 3 clusters Score -1431385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1431385.375000 Penalty: 4730.413086
	Iteration 27Q: 3 clusters Score -1431385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1431386.125000 Penalty: 4730.413086
	Iteration 28Q: 3 clusters Score -1431386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1431388.500000 Penalty: 4730.413086
	Iteration 29Q: 3 clusters Score -1431388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1431388.500000 Penalty: 4730.413086
	Iteration 30F: 3 clusters Score -1431388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22888 members 
Mstep: Class 7 contains 167361 members 
Mstep: Class 8 contains 215012 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137565 members 
Mstep: Class 13 contains 21065 members 
Mstep: Class 14 contains 45161 members 
Mstep: Class 17 contains 28019 members 
Mstep: Class 19 contains 24665 members 
Mstep: Class 23 contains 13865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073016.000000 Penalty: 39975.386719
Iteration 199Q: 13 clusters Score -7.007302e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22894 members 
Mstep: Class 7 contains 167338 members 
Mstep: Class 8 contains 215010 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137502 members 
Mstep: Class 13 contains 21067 members 
Mstep: Class 14 contains 45152 members 
Mstep: Class 17 contains 28019 members 
Mstep: Class 19 contains 24751 members 
Mstep: Class 23 contains 13868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073072.000000 Penalty: 39975.386719
Iteration 200F: 13 clusters Score -7.007307e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22894 members 
Mstep: Class 7 contains 167311 members 
Mstep: Class 8 contains 215011 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137431 members 
Mstep: Class 13 contains 21080 members 
Mstep: Class 14 contains 45144 members 
Mstep: Class 17 contains 28028 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 23 contains 13865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073112.000000 Penalty: 39975.386719
Iteration 201Q: 13 clusters Score -7.007311e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22906 members 
Mstep: Class 7 contains 167261 members 
Mstep: Class 8 contains 215016 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137384 members 
Mstep: Class 13 contains 21088 members 
Mstep: Class 14 contains 45134 members 
Mstep: Class 17 contains 28037 members 
Mstep: Class 19 contains 24915 members 
Mstep: Class 23 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073008.000000 Penalty: 39975.386719
Iteration 202Q: 13 clusters Score -7.007301e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22922 members 
Mstep: Class 7 contains 167175 members 
Mstep: Class 8 contains 215036 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137353 members 
Mstep: Class 13 contains 21098 members 
Mstep: Class 14 contains 45123 members 
Mstep: Class 17 contains 28043 members 
Mstep: Class 19 contains 24992 members 
Mstep: Class 23 contains 13860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073160.000000 Penalty: 39975.386719
Iteration 203Q: 13 clusters Score -7.007316e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22937 members 
Mstep: Class 7 contains 167113 members 
Mstep: Class 8 contains 215024 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137335 members 
Mstep: Class 13 contains 21112 members 
Mstep: Class 14 contains 45121 members 
Mstep: Class 17 contains 28045 members 
Mstep: Class 19 contains 25056 members 
Mstep: Class 23 contains 13859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073160.000000 Penalty: 39975.386719
Iteration 204Q: 13 clusters Score -7.007316e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22942 members 
Mstep: Class 7 contains 167064 members 
Mstep: Class 8 contains 215035 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137310 members 
Mstep: Class 13 contains 21120 members 
Mstep: Class 14 contains 45120 members 
Mstep: Class 17 contains 28041 members 
Mstep: Class 19 contains 25108 members 
Mstep: Class 23 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073144.000000 Penalty: 39975.386719
Iteration 205Q: 13 clusters Score -7.007314e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22947 members 
Mstep: Class 7 contains 167025 members 
Mstep: Class 8 contains 215039 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137296 members 
Mstep: Class 13 contains 21124 members 
Mstep: Class 14 contains 45118 members 
Mstep: Class 17 contains 28034 members 
Mstep: Class 19 contains 25156 members 
Mstep: Class 23 contains 13863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 206Q: 13 clusters Score -7.007334e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22957 members 
Mstep: Class 7 contains 166990 members 
Mstep: Class 8 contains 215039 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137289 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 45116 members 
Mstep: Class 17 contains 28029 members 
Mstep: Class 19 contains 25193 members 
Mstep: Class 23 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073352.000000 Penalty: 39975.386719
Iteration 207Q: 13 clusters Score -7.007335e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22966 members 
Mstep: Class 7 contains 166945 members 
Mstep: Class 8 contains 215047 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137272 members 
Mstep: Class 13 contains 21129 members 
Mstep: Class 14 contains 45111 members 
Mstep: Class 17 contains 28032 members 
Mstep: Class 19 contains 25239 members 
Mstep: Class 23 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073344.000000 Penalty: 39975.386719
Iteration 208Q: 13 clusters Score -7.007334e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22981 members 
Mstep: Class 7 contains 166889 members 
Mstep: Class 8 contains 215058 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137263 members 
Mstep: Class 13 contains 21130 members 
Mstep: Class 14 contains 45106 members 
Mstep: Class 17 contains 28034 members 
Mstep: Class 19 contains 25280 members 
Mstep: Class 23 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073272.000000 Penalty: 39975.386719
Iteration 209Q: 13 clusters Score -7.007327e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22994 members 
Mstep: Class 7 contains 166850 members 
Mstep: Class 8 contains 215060 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137257 members 
Mstep: Class 13 contains 21131 members 
Mstep: Class 14 contains 45101 members 
Mstep: Class 17 contains 28042 members 
Mstep: Class 19 contains 25305 members 
Mstep: Class 23 contains 13862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073328.000000 Penalty: 39975.386719
Iteration 210Q: 13 clusters Score -7.007333e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22998 members 
Mstep: Class 7 contains 166819 members 
Mstep: Class 8 contains 215048 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 137252 members 
Mstep: Class 13 contains 21132 members 
Mstep: Class 14 contains 45100 members 
Mstep: Class 17 contains 28050 members 
Mstep: Class 19 contains 25341 members 
Mstep: Class 23 contains 13861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073408.000000 Penalty: 39975.386719
Iteration 211Q: 13 clusters Score -7.007341e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22993 members 
Mstep: Class 7 contains 166786 members 
Mstep: Class 8 contains 215034 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137259 members 
Mstep: Class 13 contains 21133 members 
Mstep: Class 14 contains 45098 members 
Mstep: Class 17 contains 28056 members 
Mstep: Class 19 contains 25383 members 
Mstep: Class 23 contains 13858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073312.000000 Penalty: 39975.386719
Iteration 212Q: 13 clusters Score -7.007331e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 22995 members 
Mstep: Class 7 contains 166735 members 
Mstep: Class 8 contains 215038 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137267 members 
Mstep: Class 13 contains 21135 members 
Mstep: Class 14 contains 45093 members 
Mstep: Class 17 contains 28061 members 
Mstep: Class 19 contains 25421 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 213Q: 13 clusters Score -7.007334e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23000 members 
Mstep: Class 7 contains 166688 members 
Mstep: Class 8 contains 215043 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137268 members 
Mstep: Class 13 contains 21138 members 
Mstep: Class 14 contains 45088 members 
Mstep: Class 17 contains 28067 members 
Mstep: Class 19 contains 25453 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073352.000000 Penalty: 39975.386719
Iteration 214Q: 13 clusters Score -7.007335e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23001 members 
Mstep: Class 7 contains 166650 members 
Mstep: Class 8 contains 215044 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137268 members 
Mstep: Class 13 contains 21141 members 
Mstep: Class 14 contains 45087 members 
Mstep: Class 17 contains 28067 members 
Mstep: Class 19 contains 25487 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073320.000000 Penalty: 39975.386719
Iteration 215Q: 13 clusters Score -7.007332e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23005 members 
Mstep: Class 7 contains 166624 members 
Mstep: Class 8 contains 215035 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137261 members 
Mstep: Class 13 contains 21144 members 
Mstep: Class 14 contains 45086 members 
Mstep: Class 17 contains 28067 members 
Mstep: Class 19 contains 25524 members 
Mstep: Class 23 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073312.000000 Penalty: 39975.386719
Iteration 216Q: 13 clusters Score -7.007331e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23010 members 
Mstep: Class 7 contains 166605 members 
Mstep: Class 8 contains 215020 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137257 members 
Mstep: Class 13 contains 21145 members 
Mstep: Class 14 contains 45086 members 
Mstep: Class 17 contains 28066 members 
Mstep: Class 19 contains 25556 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073264.000000 Penalty: 39975.386719
Iteration 217Q: 13 clusters Score -7.007326e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23011 members 
Mstep: Class 7 contains 166578 members 
Mstep: Class 8 contains 215021 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137254 members 
Mstep: Class 13 contains 21147 members 
Mstep: Class 14 contains 45085 members 
Mstep: Class 17 contains 28064 members 
Mstep: Class 19 contains 25584 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073280.000000 Penalty: 39975.386719
Iteration 218Q: 13 clusters Score -7.007328e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23015 members 
Mstep: Class 7 contains 166525 members 
Mstep: Class 8 contains 215025 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137258 members 
Mstep: Class 13 contains 21150 members 
Mstep: Class 14 contains 45084 members 
Mstep: Class 17 contains 28065 members 
Mstep: Class 19 contains 25621 members 
Mstep: Class 23 contains 13856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073240.000000 Penalty: 39975.386719
Iteration 219Q: 13 clusters Score -7.007324e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 166488 members 
Mstep: Class 8 contains 215033 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137250 members 
Mstep: Class 13 contains 21149 members 
Mstep: Class 14 contains 45081 members 
Mstep: Class 17 contains 28069 members 
Mstep: Class 19 contains 25655 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073264.000000 Penalty: 39975.386719
Iteration 220F: 13 clusters Score -7.007326e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23022 members 
Mstep: Class 7 contains 166442 members 
Mstep: Class 8 contains 215042 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137249 members 
Mstep: Class 13 contains 21149 members 
Mstep: Class 14 contains 45081 members 
Mstep: Class 17 contains 28070 members 
Mstep: Class 19 contains 25690 members 
Mstep: Class 23 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073288.000000 Penalty: 39975.386719
Iteration 221Q: 13 clusters Score -7.007329e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23030 members 
Mstep: Class 7 contains 166391 members 
Mstep: Class 8 contains 215051 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137248 members 
Mstep: Class 13 contains 21149 members 
Mstep: Class 14 contains 45078 members 
Mstep: Class 17 contains 28074 members 
Mstep: Class 19 contains 25724 members 
Mstep: Class 23 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073360.000000 Penalty: 39975.386719
Iteration 222Q: 13 clusters Score -7.007336e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23038 members 
Mstep: Class 7 contains 166346 members 
Mstep: Class 8 contains 215050 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137254 members 
Mstep: Class 13 contains 21150 members 
Mstep: Class 14 contains 45076 members 
Mstep: Class 17 contains 28077 members 
Mstep: Class 19 contains 25755 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073312.000000 Penalty: 39975.386719
Iteration 223Q: 13 clusters Score -7.007331e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23042 members 
Mstep: Class 7 contains 166313 members 
Mstep: Class 8 contains 215047 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137251 members 
Mstep: Class 13 contains 21154 members 
Mstep: Class 14 contains 45078 members 
Mstep: Class 17 contains 28079 members 
Mstep: Class 19 contains 25781 members 
Mstep: Class 23 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073352.000000 Penalty: 39975.386719
Iteration 224Q: 13 clusters Score -7.007335e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23044 members 
Mstep: Class 7 contains 166276 members 
Mstep: Class 8 contains 215053 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137248 members 
Mstep: Class 13 contains 21160 members 
Mstep: Class 14 contains 45077 members 
Mstep: Class 17 contains 28085 members 
Mstep: Class 19 contains 25803 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073360.000000 Penalty: 39975.386719
Iteration 225Q: 13 clusters Score -7.007336e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23045 members 
Mstep: Class 7 contains 166243 members 
Mstep: Class 8 contains 215058 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137251 members 
Mstep: Class 13 contains 21166 members 
Mstep: Class 14 contains 45079 members 
Mstep: Class 17 contains 28087 members 
Mstep: Class 19 contains 25819 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073424.000000 Penalty: 39975.386719
Iteration 226Q: 13 clusters Score -7.007342e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23046 members 
Mstep: Class 7 contains 166213 members 
Mstep: Class 8 contains 215069 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137251 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 45078 members 
Mstep: Class 17 contains 28089 members 
Mstep: Class 19 contains 25830 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073432.000000 Penalty: 39975.386719
Iteration 227Q: 13 clusters Score -7.007343e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23048 members 
Mstep: Class 7 contains 166165 members 
Mstep: Class 8 contains 215069 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137264 members 
Mstep: Class 13 contains 21175 members 
Mstep: Class 14 contains 45079 members 
Mstep: Class 17 contains 28092 members 
Mstep: Class 19 contains 25853 members 
Mstep: Class 23 contains 13855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073480.000000 Penalty: 39975.386719
Iteration 228Q: 13 clusters Score -7.007348e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23051 members 
Mstep: Class 7 contains 166126 members 
Mstep: Class 8 contains 215077 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137263 members 
Mstep: Class 13 contains 21180 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28094 members 
Mstep: Class 19 contains 25875 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073400.000000 Penalty: 39975.386719
Iteration 229Q: 13 clusters Score -7.00734e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23052 members 
Mstep: Class 7 contains 166075 members 
Mstep: Class 8 contains 215088 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137274 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28100 members 
Mstep: Class 19 contains 25894 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073424.000000 Penalty: 39975.386719
Iteration 230Q: 13 clusters Score -7.007342e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23049 members 
Mstep: Class 7 contains 166055 members 
Mstep: Class 8 contains 215092 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137272 members 
Mstep: Class 13 contains 21190 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28103 members 
Mstep: Class 19 contains 25906 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073448.000000 Penalty: 39975.386719
Iteration 231Q: 13 clusters Score -7.007345e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23049 members 
Mstep: Class 7 contains 166027 members 
Mstep: Class 8 contains 215110 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137263 members 
Mstep: Class 13 contains 21195 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28105 members 
Mstep: Class 19 contains 25917 members 
Mstep: Class 23 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073376.000000 Penalty: 39975.386719
Iteration 232Q: 13 clusters Score -7.007338e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23051 members 
Mstep: Class 7 contains 166005 members 
Mstep: Class 8 contains 215125 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137252 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45081 members 
Mstep: Class 17 contains 28106 members 
Mstep: Class 19 contains 25927 members 
Mstep: Class 23 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073368.000000 Penalty: 39975.386719
Iteration 233Q: 13 clusters Score -7.007337e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23052 members 
Mstep: Class 7 contains 165989 members 
Mstep: Class 8 contains 215142 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137243 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28106 members 
Mstep: Class 19 contains 25936 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073480.000000 Penalty: 39975.386719
Iteration 234Q: 13 clusters Score -7.007348e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23051 members 
Mstep: Class 7 contains 165966 members 
Mstep: Class 8 contains 215155 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137243 members 
Mstep: Class 13 contains 21203 members 
Mstep: Class 14 contains 45081 members 
Mstep: Class 17 contains 28106 members 
Mstep: Class 19 contains 25944 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073400.000000 Penalty: 39975.386719
Iteration 235Q: 13 clusters Score -7.00734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23053 members 
Mstep: Class 7 contains 165940 members 
Mstep: Class 8 contains 215173 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137241 members 
Mstep: Class 13 contains 21203 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28105 members 
Mstep: Class 19 contains 25955 members 
Mstep: Class 23 contains 13850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073440.000000 Penalty: 39975.386719
Iteration 236Q: 13 clusters Score -7.007344e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23055 members 
Mstep: Class 7 contains 165916 members 
Mstep: Class 8 contains 215183 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137236 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28106 members 
Mstep: Class 19 contains 25969 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073440.000000 Penalty: 39975.386719
Iteration 237Q: 13 clusters Score -7.007344e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23056 members 
Mstep: Class 7 contains 165904 members 
Mstep: Class 8 contains 215191 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137234 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28106 members 
Mstep: Class 19 contains 25973 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073464.000000 Penalty: 39975.386719
Iteration 238Q: 13 clusters Score -7.007346e+07 nChanged 46
Entering ConstructFrom: 
Score: -70073464.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -170760.703125 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -170760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -168252.078125 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -168252.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -168975.671875 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -168975.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -169248.156250 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -169248.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -169509.562500 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -169509.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -169721.187500 Penalty: 3746.169922
	Iteration 4F: 3 clusters Score -169721.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -169862.796875 Penalty: 3746.169922
	Iteration 5Q: 3 clusters Score -169862.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -169969.906250 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -169969.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -170098.296875 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -170098.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -170292.296875 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -170292.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -170643.453125 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -170643.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -171261.125000 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -171261.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171423.390625 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -171423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -171521.640625 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -171521.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -171615.203125 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -171615.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -171660.078125 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -171660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -171678.031250 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -171678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -171693.484375 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -171693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -171703.015625 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -171703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -171711.656250 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -171711.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -171719.375000 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -171719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -171727.234375 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -171727.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -171748.375000 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -171748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -171787.468750 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -171787.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171841.156250 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -171841.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -171871.687500 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -171871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -171884.359375 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -171884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -171895.296875 Penalty: 3746.169922
	Iteration 26Q: 3 clusters Score -171895.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -171900.031250 Penalty: 3746.169922
	Iteration 27Q: 3 clusters Score -171900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -171903.609375 Penalty: 3746.169922
	Iteration 28Q: 3 clusters Score -171903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -171906.968750 Penalty: 3746.169922
	Iteration 29Q: 3 clusters Score -171907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -171909.187500 Penalty: 3746.169922
	Iteration 30Q: 3 clusters Score -171909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -171910.859375 Penalty: 3746.169922
	Iteration 31F: 3 clusters Score -171910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -171912.875000 Penalty: 3746.169922
	Iteration 32Q: 3 clusters Score -171912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -171917.437500 Penalty: 3746.169922
	Iteration 33Q: 3 clusters Score -171917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -171921.875000 Penalty: 3746.169922
	Iteration 34Q: 3 clusters Score -171921.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -171921.875000 Penalty: 3746.169922
	Iteration 35F: 3 clusters Score -171921.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 6 contains 23057 members 
Mstep: Class 7 contains 165886 members 
Mstep: Class 8 contains 215200 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137227 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 45081 members 
Mstep: Class 17 contains 28107 members 
Mstep: Class 19 contains 25986 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
Score: -70073224.000000 Penalty: 43306.667969
Splitting cluster 1 changes total score from -70073464.000000 to -70073224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -74112.226562 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -74112.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72367.101562 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -72367.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72795.234375 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -72795.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73182.937500 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -73182.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -73268.546875 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -73268.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73327.820312 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -73327.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -73360.820312 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -73360.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -73375.234375 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -73375.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73389.257812 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -73389.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -73399.546875 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -73399.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -73406.359375 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -73406.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -73417.289062 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -73417.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -73421.468750 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -73421.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -73422.750000 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -73422.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -73426.210938 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -73426.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73427.179688 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -73427.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73429.937500 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -73429.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -73430.640625 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -73430.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73431.140625 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -73431.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -73431.140625 Penalty: 3322.340820
	Iteration 18F: 3 clusters Score -73431.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Entering Unmasked Estep 
Score: -2450323.250000 Penalty: 2491.339844
	Iteration 0F: 2 clusters Score -2450323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2434232.250000 Penalty: 4982.679688
	Iteration 0F: 3 clusters Score -2434232 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2439902.250000 Penalty: 4982.679688
	Iteration 1F: 3 clusters Score -2439902 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2440427.500000 Penalty: 4982.679688
	Iteration 2F: 3 clusters Score -2440428 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2440955.250000 Penalty: 4982.679688
	Iteration 3Q: 3 clusters Score -2440955 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2441686.250000 Penalty: 4982.679688
	Iteration 4F: 3 clusters Score -2441686 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2442656.000000 Penalty: 4982.679688
	Iteration 5F: 3 clusters Score -2442656 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2443886.750000 Penalty: 4982.679688
	Iteration 6F: 3 clusters Score -2443887 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2445293.000000 Penalty: 4982.679688
	Iteration 7F: 3 clusters Score -2445293 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2446608.750000 Penalty: 4982.679688
	Iteration 8F: 3 clusters Score -2446609 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2447626.000000 Penalty: 4982.679688
	Iteration 9Q: 3 clusters Score -2447626 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2448196.500000 Penalty: 4982.679688
	Iteration 10Q: 3 clusters Score -2448196 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2448515.250000 Penalty: 4982.679688
	Iteration 11Q: 3 clusters Score -2448515 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2448660.250000 Penalty: 4982.679688
	Iteration 12Q: 3 clusters Score -2448660 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2448725.250000 Penalty: 4982.679688
	Iteration 13Q: 3 clusters Score -2448725 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2448769.250000 Penalty: 4982.679688
	Iteration 14Q: 3 clusters Score -2448769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2448799.500000 Penalty: 4982.679688
	Iteration 15Q: 3 clusters Score -2448800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2448811.750000 Penalty: 4982.679688
	Iteration 16Q: 3 clusters Score -2448812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2448823.250000 Penalty: 4982.679688
	Iteration 17Q: 3 clusters Score -2448823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2448827.000000 Penalty: 4982.679688
	Iteration 18Q: 3 clusters Score -2448827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -2448836.500000 Penalty: 4982.679688
	Iteration 19Q: 3 clusters Score -2448836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2448840.750000 Penalty: 4982.679688
	Iteration 20F: 3 clusters Score -2448841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2448845.750000 Penalty: 4982.679688
	Iteration 21Q: 3 clusters Score -2448846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2448840.750000 Penalty: 4982.679688
	Iteration 22Q: 3 clusters Score -2448841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2448840.250000 Penalty: 4982.679688
	Iteration 23Q: 3 clusters Score -2448840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2448840.750000 Penalty: 4982.679688
	Iteration 24Q: 3 clusters Score -2448841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2448844.750000 Penalty: 4982.679688
	Iteration 25Q: 3 clusters Score -2448845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2448841.000000 Penalty: 4982.679688
	Iteration 26Q: 3 clusters Score -2448841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2448844.500000 Penalty: 4982.679688
	Iteration 27Q: 3 clusters Score -2448844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -2448846.000000 Penalty: 4982.679688
	Iteration 28Q: 3 clusters Score -2448846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2448848.000000 Penalty: 4982.679688
	Iteration 29Q: 3 clusters Score -2448848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2448851.250000 Penalty: 4982.679688
	Iteration 30Q: 3 clusters Score -2448851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2448850.500000 Penalty: 4982.679688
	Iteration 31Q: 3 clusters Score -2448850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2448853.250000 Penalty: 4982.679688
	Iteration 32Q: 3 clusters Score -2448853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2448854.500000 Penalty: 4982.679688
	Iteration 33Q: 3 clusters Score -2448854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2448853.250000 Penalty: 4982.679688
	Iteration 34Q: 3 clusters Score -2448853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2448855.250000 Penalty: 4982.679688
	Iteration 35Q: 3 clusters Score -2448855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2448855.250000 Penalty: 4982.679688
	Iteration 36F: 3 clusters Score -2448855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165886 members 
Entering Unmasked Estep 
Score: -17342240.000000 Penalty: 2980.726074
	Iteration 0F: 2 clusters Score -1.734224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 82908 members 
Entering Unmasked Estep 
Score: -17233366.000000 Penalty: 5961.452148
	Iteration 0F: 3 clusters Score -1.723337e+07 nChanged 79309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
Score: -17279306.000000 Penalty: 5961.452148
	Iteration 1F: 3 clusters Score -1.727931e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82828 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -17280258.000000 Penalty: 5961.452148
	Iteration 2Q: 3 clusters Score -1.728026e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -17281484.000000 Penalty: 5961.452148
	Iteration 3Q: 3 clusters Score -1.728148e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -17282926.000000 Penalty: 5961.452148
	Iteration 4Q: 3 clusters Score -1.728293e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -17284922.000000 Penalty: 5961.452148
	Iteration 5Q: 3 clusters Score -1.728492e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -17287862.000000 Penalty: 5961.452148
	Iteration 6Q: 3 clusters Score -1.728786e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -17292182.000000 Penalty: 5961.452148
	Iteration 7Q: 3 clusters Score -1.729218e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 84769 members 
Entering Unmasked Estep 
Score: -17299042.000000 Penalty: 5961.452148
	Iteration 8F: 3 clusters Score -1.729904e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -17307788.000000 Penalty: 5961.452148
	Iteration 9F: 3 clusters Score -1.730779e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 86925 members 
Entering Unmasked Estep 
Score: -17315330.000000 Penalty: 5961.452148
	Iteration 10F: 3 clusters Score -1.731533e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -17319266.000000 Penalty: 5961.452148
	Iteration 11F: 3 clusters Score -1.731927e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76819 members 
Mstep: Class 2 contains 89067 members 
Entering Unmasked Estep 
Score: -17320698.000000 Penalty: 5961.452148
	Iteration 12Q: 3 clusters Score -1.73207e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75679 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -17321298.000000 Penalty: 5961.452148
	Iteration 13Q: 3 clusters Score -1.73213e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -17321898.000000 Penalty: 5961.452148
	Iteration 14Q: 3 clusters Score -1.73219e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72994 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -17322394.000000 Penalty: 5961.452148
	Iteration 15Q: 3 clusters Score -1.732239e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71499 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -17322904.000000 Penalty: 5961.452148
	Iteration 16Q: 3 clusters Score -1.73229e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 95921 members 
Entering Unmasked Estep 
Score: -17323388.000000 Penalty: 5961.452148
	Iteration 17Q: 3 clusters Score -1.732339e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -17324044.000000 Penalty: 5961.452148
	Iteration 18Q: 3 clusters Score -1.732404e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -17324678.000000 Penalty: 5961.452148
	Iteration 19Q: 3 clusters Score -1.732468e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64363 members 
Mstep: Class 2 contains 101523 members 
Entering Unmasked Estep 
Score: -17325202.000000 Penalty: 5961.452148
	Iteration 20F: 3 clusters Score -1.73252e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -17325974.000000 Penalty: 5961.452148
	Iteration 21Q: 3 clusters Score -1.732597e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 105692 members 
Entering Unmasked Estep 
Score: -17326654.000000 Penalty: 5961.452148
	Iteration 22Q: 3 clusters Score -1.732665e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 107963 members 
Entering Unmasked Estep 
Score: -17327400.000000 Penalty: 5961.452148
	Iteration 23Q: 3 clusters Score -1.73274e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 110294 members 
Entering Unmasked Estep 
Score: -17328264.000000 Penalty: 5961.452148
	Iteration 24Q: 3 clusters Score -1.732826e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -17329000.000000 Penalty: 5961.452148
	Iteration 25Q: 3 clusters Score -1.7329e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 114729 members 
Entering Unmasked Estep 
Score: -17329712.000000 Penalty: 5961.452148
	Iteration 26Q: 3 clusters Score -1.732971e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 116932 members 
Entering Unmasked Estep 
Score: -17330416.000000 Penalty: 5961.452148
	Iteration 27Q: 3 clusters Score -1.733042e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -17331088.000000 Penalty: 5961.452148
	Iteration 28Q: 3 clusters Score -1.733109e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 121186 members 
Entering Unmasked Estep 
Score: -17331648.000000 Penalty: 5961.452148
	Iteration 29Q: 3 clusters Score -1.733165e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -17332236.000000 Penalty: 5961.452148
	Iteration 30Q: 3 clusters Score -1.733224e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 124989 members 
Entering Unmasked Estep 
Score: -17332710.000000 Penalty: 5961.452148
	Iteration 31Q: 3 clusters Score -1.733271e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 126794 members 
Entering Unmasked Estep 
Score: -17333082.000000 Penalty: 5961.452148
	Iteration 32Q: 3 clusters Score -1.733308e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 128501 members 
Entering Unmasked Estep 
Score: -17333448.000000 Penalty: 5961.452148
	Iteration 33Q: 3 clusters Score -1.733345e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 130112 members 
Entering Unmasked Estep 
Score: -17333826.000000 Penalty: 5961.452148
	Iteration 34Q: 3 clusters Score -1.733383e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 131644 members 
Entering Unmasked Estep 
Score: -17334040.000000 Penalty: 5961.452148
	Iteration 35Q: 3 clusters Score -1.733404e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 133135 members 
Entering Unmasked Estep 
Score: -17334246.000000 Penalty: 5961.452148
	Iteration 36Q: 3 clusters Score -1.733425e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 134520 members 
Entering Unmasked Estep 
Score: -17334574.000000 Penalty: 5961.452148
	Iteration 37Q: 3 clusters Score -1.733457e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 135830 members 
Entering Unmasked Estep 
Score: -17334910.000000 Penalty: 5961.452148
	Iteration 38Q: 3 clusters Score -1.733491e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 137057 members 
Entering Unmasked Estep 
Score: -17335120.000000 Penalty: 5961.452148
	Iteration 39Q: 3 clusters Score -1.733512e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 138282 members 
Entering Unmasked Estep 
Score: -17335430.000000 Penalty: 5961.452148
	Iteration 40F: 3 clusters Score -1.733543e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 139469 members 
Entering Unmasked Estep 
Score: -17335642.000000 Penalty: 5961.452148
	Iteration 41Q: 3 clusters Score -1.733564e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 140573 members 
Entering Unmasked Estep 
Score: -17335862.000000 Penalty: 5961.452148
	Iteration 42Q: 3 clusters Score -1.733586e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 141614 members 
Entering Unmasked Estep 
Score: -17335998.000000 Penalty: 5961.452148
	Iteration 43Q: 3 clusters Score -1.7336e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 142671 members 
Entering Unmasked Estep 
Score: -17336180.000000 Penalty: 5961.452148
	Iteration 44Q: 3 clusters Score -1.733618e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 143686 members 
Entering Unmasked Estep 
Score: -17336366.000000 Penalty: 5961.452148
	Iteration 45Q: 3 clusters Score -1.733637e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 144660 members 
Entering Unmasked Estep 
Score: -17336484.000000 Penalty: 5961.452148
	Iteration 46Q: 3 clusters Score -1.733648e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 145585 members 
Entering Unmasked Estep 
Score: -17336560.000000 Penalty: 5961.452148
	Iteration 47Q: 3 clusters Score -1.733656e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -17336718.000000 Penalty: 5961.452148
	Iteration 48Q: 3 clusters Score -1.733672e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -17336816.000000 Penalty: 5961.452148
	Iteration 49Q: 3 clusters Score -1.733682e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -17336980.000000 Penalty: 5961.452148
	Iteration 50Q: 3 clusters Score -1.733698e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 149235 members 
Entering Unmasked Estep 
Score: -17337190.000000 Penalty: 5961.452148
	Iteration 51Q: 3 clusters Score -1.733719e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 150092 members 
Entering Unmasked Estep 
Score: -17337406.000000 Penalty: 5961.452148
	Iteration 52Q: 3 clusters Score -1.733741e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 150977 members 
Entering Unmasked Estep 
Score: -17337548.000000 Penalty: 5961.452148
	Iteration 53Q: 3 clusters Score -1.733755e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 151868 members 
Entering Unmasked Estep 
Score: -17337820.000000 Penalty: 5961.452148
	Iteration 54Q: 3 clusters Score -1.733782e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 152771 members 
Entering Unmasked Estep 
Score: -17338030.000000 Penalty: 5961.452148
	Iteration 55Q: 3 clusters Score -1.733803e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -17338178.000000 Penalty: 5961.452148
	Iteration 56Q: 3 clusters Score -1.733818e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 154430 members 
Entering Unmasked Estep 
Score: -17338330.000000 Penalty: 5961.452148
	Iteration 57Q: 3 clusters Score -1.733833e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 155237 members 
Entering Unmasked Estep 
Score: -17338524.000000 Penalty: 5961.452148
	Iteration 58Q: 3 clusters Score -1.733852e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -17338714.000000 Penalty: 5961.452148
	Iteration 59Q: 3 clusters Score -1.733871e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 156750 members 
Entering Unmasked Estep 
Score: -17338938.000000 Penalty: 5961.452148
	Iteration 60F: 3 clusters Score -1.733894e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 157446 members 
Entering Unmasked Estep 
Score: -17339158.000000 Penalty: 5961.452148
	Iteration 61Q: 3 clusters Score -1.733916e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -17339324.000000 Penalty: 5961.452148
	Iteration 62Q: 3 clusters Score -1.733932e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 158686 members 
Entering Unmasked Estep 
Score: -17339522.000000 Penalty: 5961.452148
	Iteration 63Q: 3 clusters Score -1.733952e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -17339612.000000 Penalty: 5961.452148
	Iteration 64Q: 3 clusters Score -1.733961e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 159703 members 
Entering Unmasked Estep 
Score: -17339704.000000 Penalty: 5961.452148
	Iteration 65Q: 3 clusters Score -1.73397e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 160073 members 
Entering Unmasked Estep 
Score: -17339820.000000 Penalty: 5961.452148
	Iteration 66Q: 3 clusters Score -1.733982e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 160417 members 
Entering Unmasked Estep 
Score: -17339908.000000 Penalty: 5961.452148
	Iteration 67Q: 3 clusters Score -1.733991e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -17339930.000000 Penalty: 5961.452148
	Iteration 68Q: 3 clusters Score -1.733993e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 160975 members 
Entering Unmasked Estep 
Score: -17340018.000000 Penalty: 5961.452148
	Iteration 69Q: 3 clusters Score -1.734002e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 161219 members 
Entering Unmasked Estep 
Score: -17340070.000000 Penalty: 5961.452148
	Iteration 70Q: 3 clusters Score -1.734007e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -17340072.000000 Penalty: 5961.452148
	Iteration 71Q: 3 clusters Score -1.734007e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 161620 members 
Entering Unmasked Estep 
Score: -17340088.000000 Penalty: 5961.452148
	Iteration 72Q: 3 clusters Score -1.734009e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 161792 members 
Entering Unmasked Estep 
Score: -17340110.000000 Penalty: 5961.452148
	Iteration 73Q: 3 clusters Score -1.734011e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -17340116.000000 Penalty: 5961.452148
	Iteration 74Q: 3 clusters Score -1.734012e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -17340142.000000 Penalty: 5961.452148
	Iteration 75Q: 3 clusters Score -1.734014e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 162137 members 
Entering Unmasked Estep 
Score: -17340208.000000 Penalty: 5961.452148
	Iteration 76Q: 3 clusters Score -1.734021e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -17340248.000000 Penalty: 5961.452148
	Iteration 77Q: 3 clusters Score -1.734025e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 162317 members 
Entering Unmasked Estep 
Score: -17340282.000000 Penalty: 5961.452148
	Iteration 78Q: 3 clusters Score -1.734028e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 162376 members 
Entering Unmasked Estep 
Score: -17340298.000000 Penalty: 5961.452148
	Iteration 79Q: 3 clusters Score -1.73403e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 162436 members 
Entering Unmasked Estep 
Score: -17340314.000000 Penalty: 5961.452148
	Iteration 80F: 3 clusters Score -1.734031e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 162486 members 
Entering Unmasked Estep 
Score: -17340320.000000 Penalty: 5961.452148
	Iteration 81Q: 3 clusters Score -1.734032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 162524 members 
Entering Unmasked Estep 
Score: -17340328.000000 Penalty: 5961.452148
	Iteration 82Q: 3 clusters Score -1.734033e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -17340322.000000 Penalty: 5961.452148
	Iteration 83Q: 3 clusters Score -1.734032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 162589 members 
Entering Unmasked Estep 
Score: -17340350.000000 Penalty: 5961.452148
	Iteration 84Q: 3 clusters Score -1.734035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 162618 members 
Entering Unmasked Estep 
Score: -17340352.000000 Penalty: 5961.452148
	Iteration 85Q: 3 clusters Score -1.734035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 162647 members 
Entering Unmasked Estep 
Score: -17340370.000000 Penalty: 5961.452148
	Iteration 86Q: 3 clusters Score -1.734037e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 162668 members 
Entering Unmasked Estep 
Score: -17340376.000000 Penalty: 5961.452148
	Iteration 87Q: 3 clusters Score -1.734038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -17340386.000000 Penalty: 5961.452148
	Iteration 88Q: 3 clusters Score -1.734039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -17340382.000000 Penalty: 5961.452148
	Iteration 89Q: 3 clusters Score -1.734038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 162725 members 
Entering Unmasked Estep 
Score: -17340396.000000 Penalty: 5961.452148
	Iteration 90Q: 3 clusters Score -1.73404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 162744 members 
Entering Unmasked Estep 
Score: -17340398.000000 Penalty: 5961.452148
	Iteration 91Q: 3 clusters Score -1.73404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 162762 members 
Entering Unmasked Estep 
Score: -17340390.000000 Penalty: 5961.452148
	Iteration 92Q: 3 clusters Score -1.734039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 162778 members 
Entering Unmasked Estep 
Score: -17340386.000000 Penalty: 5961.452148
	Iteration 93Q: 3 clusters Score -1.734039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 162784 members 
Entering Unmasked Estep 
Score: -17340410.000000 Penalty: 5961.452148
	Iteration 94Q: 3 clusters Score -1.734041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 162799 members 
Entering Unmasked Estep 
Score: -17340402.000000 Penalty: 5961.452148
	Iteration 95Q: 3 clusters Score -1.73404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 162817 members 
Entering Unmasked Estep 
Score: -17340386.000000 Penalty: 5961.452148
	Iteration 96Q: 3 clusters Score -1.734039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 162838 members 
Entering Unmasked Estep 
Score: -17340370.000000 Penalty: 5961.452148
	Iteration 97Q: 3 clusters Score -1.734037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 162854 members 
Entering Unmasked Estep 
Score: -17340400.000000 Penalty: 5961.452148
	Iteration 98Q: 3 clusters Score -1.73404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 162870 members 
Entering Unmasked Estep 
Score: -17340404.000000 Penalty: 5961.452148
	Iteration 99Q: 3 clusters Score -1.73404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 162891 members 
Entering Unmasked Estep 
Score: -17340404.000000 Penalty: 5961.452148
	Iteration 100F: 3 clusters Score -1.73404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 162914 members 
Entering Unmasked Estep 
Score: -17340412.000000 Penalty: 5961.452148
	Iteration 101Q: 3 clusters Score -1.734041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -17340428.000000 Penalty: 5961.452148
	Iteration 102Q: 3 clusters Score -1.734043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 162949 members 
Entering Unmasked Estep 
Score: -17340438.000000 Penalty: 5961.452148
	Iteration 103Q: 3 clusters Score -1.734044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -17340424.000000 Penalty: 5961.452148
	Iteration 104Q: 3 clusters Score -1.734042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 162970 members 
Entering Unmasked Estep 
Score: -17340442.000000 Penalty: 5961.452148
	Iteration 105Q: 3 clusters Score -1.734044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 162973 members 
Entering Unmasked Estep 
Score: -17340452.000000 Penalty: 5961.452148
	Iteration 106Q: 3 clusters Score -1.734045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -17340446.000000 Penalty: 5961.452148
	Iteration 107Q: 3 clusters Score -1.734045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 162991 members 
Entering Unmasked Estep 
Score: -17340446.000000 Penalty: 5961.452148
	Iteration 108Q: 3 clusters Score -1.734045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 162994 members 
Entering Unmasked Estep 
Score: -17340456.000000 Penalty: 5961.452148
	Iteration 109Q: 3 clusters Score -1.734046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 162996 members 
Entering Unmasked Estep 
Score: -17340450.000000 Penalty: 5961.452148
	Iteration 110Q: 3 clusters Score -1.734045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 163003 members 
Entering Unmasked Estep 
Score: -17340452.000000 Penalty: 5961.452148
	Iteration 111Q: 3 clusters Score -1.734045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 163006 members 
Entering Unmasked Estep 
Score: -17340452.000000 Penalty: 5961.452148
	Iteration 112Q: 3 clusters Score -1.734045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 163012 members 
Entering Unmasked Estep 
Score: -17340442.000000 Penalty: 5961.452148
	Iteration 113Q: 3 clusters Score -1.734044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 163022 members 
Entering Unmasked Estep 
Score: -17340444.000000 Penalty: 5961.452148
	Iteration 114Q: 3 clusters Score -1.734044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 163033 members 
Entering Unmasked Estep 
Score: -17340424.000000 Penalty: 5961.452148
	Iteration 115Q: 3 clusters Score -1.734042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -17340446.000000 Penalty: 5961.452148
	Iteration 116Q: 3 clusters Score -1.734045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 163051 members 
Entering Unmasked Estep 
Score: -17340436.000000 Penalty: 5961.452148
	Iteration 117Q: 3 clusters Score -1.734044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 163057 members 
Entering Unmasked Estep 
Score: -17340432.000000 Penalty: 5961.452148
	Iteration 118Q: 3 clusters Score -1.734043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 163067 members 
Entering Unmasked Estep 
Score: -17340442.000000 Penalty: 5961.452148
	Iteration 119Q: 3 clusters Score -1.734044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 163077 members 
Entering Unmasked Estep 
Score: -17340438.000000 Penalty: 5961.452148
	Iteration 120F: 3 clusters Score -1.734044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -17340446.000000 Penalty: 5961.452148
	Iteration 121Q: 3 clusters Score -1.734045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -17340424.000000 Penalty: 5961.452148
	Iteration 122Q: 3 clusters Score -1.734042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 163095 members 
Entering Unmasked Estep 
Score: -17340428.000000 Penalty: 5961.452148
	Iteration 123Q: 3 clusters Score -1.734043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 163101 members 
Entering Unmasked Estep 
Score: -17340428.000000 Penalty: 5961.452148
	Iteration 124Q: 3 clusters Score -1.734043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -17340440.000000 Penalty: 5961.452148
	Iteration 125Q: 3 clusters Score -1.734044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -17340448.000000 Penalty: 5961.452148
	Iteration 126Q: 3 clusters Score -1.734045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 163110 members 
Entering Unmasked Estep 
Score: -17340446.000000 Penalty: 5961.452148
	Iteration 127Q: 3 clusters Score -1.734045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 163113 members 
Entering Unmasked Estep 
Score: -17340442.000000 Penalty: 5961.452148
	Iteration 128Q: 3 clusters Score -1.734044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 163115 members 
Entering Unmasked Estep 
Score: -17340440.000000 Penalty: 5961.452148
	Iteration 129Q: 3 clusters Score -1.734044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 163116 members 
Entering Unmasked Estep 
Score: -17340438.000000 Penalty: 5961.452148
	Iteration 130Q: 3 clusters Score -1.734044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 163119 members 
Entering Unmasked Estep 
Score: -17340436.000000 Penalty: 5961.452148
	Iteration 131Q: 3 clusters Score -1.734044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 163123 members 
Entering Unmasked Estep 
Score: -17340436.000000 Penalty: 5961.452148
	Iteration 132Q: 3 clusters Score -1.734044e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -17340456.000000 Penalty: 5961.452148
	Iteration 133Q: 3 clusters Score -1.734046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 163137 members 
Entering Unmasked Estep 
Score: -17340458.000000 Penalty: 5961.452148
	Iteration 134Q: 3 clusters Score -1.734046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -17340464.000000 Penalty: 5961.452148
	Iteration 135Q: 3 clusters Score -1.734046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 163144 members 
Entering Unmasked Estep 
Score: -17340460.000000 Penalty: 5961.452148
	Iteration 136Q: 3 clusters Score -1.734046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 163146 members 
Entering Unmasked Estep 
Score: -17340464.000000 Penalty: 5961.452148
	Iteration 137Q: 3 clusters Score -1.734046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -17340462.000000 Penalty: 5961.452148
	Iteration 138Q: 3 clusters Score -1.734046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -17340466.000000 Penalty: 5961.452148
	Iteration 139Q: 3 clusters Score -1.734047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 163149 members 
Entering Unmasked Estep 
Score: -17340462.000000 Penalty: 5961.452148
	Iteration 140F: 3 clusters Score -1.734046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215200 members 
Entering Unmasked Estep 
Score: -22510046.000000 Penalty: 3045.272217
	Iteration 0F: 2 clusters Score -2.251005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 107452 members 
Entering Unmasked Estep 
Score: -22372728.000000 Penalty: 6090.544434
	Iteration 0F: 3 clusters Score -2.237273e+07 nChanged 103688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -22433398.000000 Penalty: 6090.544434
	Iteration 1F: 3 clusters Score -2.24334e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -22434440.000000 Penalty: 6090.544434
	Iteration 2Q: 3 clusters Score -2.243444e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117397 members 
Mstep: Class 2 contains 97803 members 
Entering Unmasked Estep 
Score: -22435308.000000 Penalty: 6090.544434
	Iteration 3Q: 3 clusters Score -2.243531e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122808 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
Score: -22437316.000000 Penalty: 6090.544434
	Iteration 4Q: 3 clusters Score -2.243732e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130920 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -22440500.000000 Penalty: 6090.544434
	Iteration 5Q: 3 clusters Score -2.24405e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142560 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -22446120.000000 Penalty: 6090.544434
	Iteration 6F: 3 clusters Score -2.244612e+07 nChanged 15564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157920 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -22456338.000000 Penalty: 6090.544434
	Iteration 7F: 3 clusters Score -2.245634e+07 nChanged 18280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176166 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -22471512.000000 Penalty: 6090.544434
	Iteration 8F: 3 clusters Score -2.247151e+07 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193479 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -22488810.000000 Penalty: 6090.544434
	Iteration 9F: 3 clusters Score -2.248881e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206203 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -22500122.000000 Penalty: 6090.544434
	Iteration 10F: 3 clusters Score -2.250012e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212262 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -22504714.000000 Penalty: 6090.544434
	Iteration 11Q: 3 clusters Score -2.250471e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214229 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -22506350.000000 Penalty: 6090.544434
	Iteration 12Q: 3 clusters Score -2.250635e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214743 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22506870.000000 Penalty: 6090.544434
	Iteration 13Q: 3 clusters Score -2.250687e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214878 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22507012.000000 Penalty: 6090.544434
	Iteration 14Q: 3 clusters Score -2.250701e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214930 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22507124.000000 Penalty: 6090.544434
	Iteration 15Q: 3 clusters Score -2.250712e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214959 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22507162.000000 Penalty: 6090.544434
	Iteration 16Q: 3 clusters Score -2.250716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214970 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22507180.000000 Penalty: 6090.544434
	Iteration 17Q: 3 clusters Score -2.250718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214975 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22507194.000000 Penalty: 6090.544434
	Iteration 18Q: 3 clusters Score -2.250719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214974 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22507202.000000 Penalty: 6090.544434
	Iteration 19Q: 3 clusters Score -2.25072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214975 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22507208.000000 Penalty: 6090.544434
	Iteration 20F: 3 clusters Score -2.250721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214974 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22507224.000000 Penalty: 6090.544434
	Iteration 21Q: 3 clusters Score -2.250722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214974 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22507216.000000 Penalty: 6090.544434
	Iteration 22Q: 3 clusters Score -2.250722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214974 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22507216.000000 Penalty: 6090.544434
	Iteration 23F: 3 clusters Score -2.250722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Entering Unmasked Estep 
Score: -353434.500000 Penalty: 2027.186523
	Iteration 0F: 2 clusters Score -353434.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -349817.875000 Penalty: 4054.373047
	Iteration 0F: 3 clusters Score -349817.9 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -350585.312500 Penalty: 4054.373047
	Iteration 1F: 3 clusters Score -350585.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -350776.062500 Penalty: 4054.373047
	Iteration 2F: 3 clusters Score -350776.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -350915.656250 Penalty: 4054.373047
	Iteration 3F: 3 clusters Score -350915.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -351019.531250 Penalty: 4054.373047
	Iteration 4Q: 3 clusters Score -351019.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -351110.593750 Penalty: 4054.373047
	Iteration 5Q: 3 clusters Score -351110.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -351188.750000 Penalty: 4054.373047
	Iteration 6Q: 3 clusters Score -351188.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -351267.156250 Penalty: 4054.373047
	Iteration 7Q: 3 clusters Score -351267.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -351344.812500 Penalty: 4054.373047
	Iteration 8Q: 3 clusters Score -351344.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -351412.562500 Penalty: 4054.373047
	Iteration 9Q: 3 clusters Score -351412.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -351475.812500 Penalty: 4054.373047
	Iteration 10Q: 3 clusters Score -351475.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -351538.656250 Penalty: 4054.373047
	Iteration 11Q: 3 clusters Score -351538.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -351587.750000 Penalty: 4054.373047
	Iteration 12Q: 3 clusters Score -351587.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -351638.156250 Penalty: 4054.373047
	Iteration 13Q: 3 clusters Score -351638.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -351697.062500 Penalty: 4054.373047
	Iteration 14Q: 3 clusters Score -351697.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -351750.968750 Penalty: 4054.373047
	Iteration 15Q: 3 clusters Score -351751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -351793.500000 Penalty: 4054.373047
	Iteration 16Q: 3 clusters Score -351793.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -351821.000000 Penalty: 4054.373047
	Iteration 17Q: 3 clusters Score -351821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -351856.468750 Penalty: 4054.373047
	Iteration 18Q: 3 clusters Score -351856.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -351887.968750 Penalty: 4054.373047
	Iteration 19Q: 3 clusters Score -351888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -351913.625000 Penalty: 4054.373047
	Iteration 20F: 3 clusters Score -351913.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -351930.593750 Penalty: 4054.373047
	Iteration 21Q: 3 clusters Score -351930.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -351945.843750 Penalty: 4054.373047
	Iteration 22Q: 3 clusters Score -351945.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -351960.218750 Penalty: 4054.373047
	Iteration 23Q: 3 clusters Score -351960.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -351976.000000 Penalty: 4054.373047
	Iteration 24Q: 3 clusters Score -351976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -351982.656250 Penalty: 4054.373047
	Iteration 25Q: 3 clusters Score -351982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -351985.906250 Penalty: 4054.373047
	Iteration 26Q: 3 clusters Score -351985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -351988.875000 Penalty: 4054.373047
	Iteration 27Q: 3 clusters Score -351988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -351989.656250 Penalty: 4054.373047
	Iteration 28Q: 3 clusters Score -351989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -351989.656250 Penalty: 4054.373047
	Iteration 29F: 3 clusters Score -351989.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Entering Unmasked Estep 
Score: -14373327.000000 Penalty: 2933.688965
	Iteration 0F: 2 clusters Score -1.437333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -14281809.000000 Penalty: 5867.377930
	Iteration 0F: 3 clusters Score -1.428181e+07 nChanged 65282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -14319199.000000 Penalty: 5867.377930
	Iteration 1F: 3 clusters Score -1.43192e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -14319901.000000 Penalty: 5867.377930
	Iteration 2Q: 3 clusters Score -1.43199e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 66008 members 
Entering Unmasked Estep 
Score: -14320759.000000 Penalty: 5867.377930
	Iteration 3Q: 3 clusters Score -1.432076e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -14321904.000000 Penalty: 5867.377930
	Iteration 4Q: 3 clusters Score -1.43219e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 62478 members 
Entering Unmasked Estep 
Score: -14323621.000000 Penalty: 5867.377930
	Iteration 5Q: 3 clusters Score -1.432362e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77882 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -14325852.000000 Penalty: 5867.377930
	Iteration 6Q: 3 clusters Score -1.432585e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -14329482.000000 Penalty: 5867.377930
	Iteration 7Q: 3 clusters Score -1.432948e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -14334723.000000 Penalty: 5867.377930
	Iteration 8F: 3 clusters Score -1.433472e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -14341106.000000 Penalty: 5867.377930
	Iteration 9F: 3 clusters Score -1.434111e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102858 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -14347700.000000 Penalty: 5867.377930
	Iteration 10F: 3 clusters Score -1.43477e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -14353500.000000 Penalty: 5867.377930
	Iteration 11F: 3 clusters Score -1.43535e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114975 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -14358094.000000 Penalty: 5867.377930
	Iteration 12Q: 3 clusters Score -1.435809e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -14361310.000000 Penalty: 5867.377930
	Iteration 13Q: 3 clusters Score -1.436131e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122989 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -14363873.000000 Penalty: 5867.377930
	Iteration 14Q: 3 clusters Score -1.436387e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125829 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -14365737.000000 Penalty: 5867.377930
	Iteration 15Q: 3 clusters Score -1.436574e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128056 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -14367031.000000 Penalty: 5867.377930
	Iteration 16Q: 3 clusters Score -1.436703e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129728 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -14367990.000000 Penalty: 5867.377930
	Iteration 17Q: 3 clusters Score -1.436799e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131027 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -14368737.000000 Penalty: 5867.377930
	Iteration 18Q: 3 clusters Score -1.436874e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132089 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -14369185.000000 Penalty: 5867.377930
	Iteration 19Q: 3 clusters Score -1.436918e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132932 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -14369564.000000 Penalty: 5867.377930
	Iteration 20F: 3 clusters Score -1.436956e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133579 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -14369794.000000 Penalty: 5867.377930
	Iteration 21Q: 3 clusters Score -1.436979e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134088 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -14369998.000000 Penalty: 5867.377930
	Iteration 22Q: 3 clusters Score -1.437e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -14370164.000000 Penalty: 5867.377930
	Iteration 23Q: 3 clusters Score -1.437016e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -14370296.000000 Penalty: 5867.377930
	Iteration 24Q: 3 clusters Score -1.43703e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135117 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -14370420.000000 Penalty: 5867.377930
	Iteration 25Q: 3 clusters Score -1.437042e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135326 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -14370523.000000 Penalty: 5867.377930
	Iteration 26Q: 3 clusters Score -1.437052e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135507 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -14370578.000000 Penalty: 5867.377930
	Iteration 27Q: 3 clusters Score -1.437058e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -14370653.000000 Penalty: 5867.377930
	Iteration 28Q: 3 clusters Score -1.437065e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135738 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -14370729.000000 Penalty: 5867.377930
	Iteration 29Q: 3 clusters Score -1.437073e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135840 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -14370790.000000 Penalty: 5867.377930
	Iteration 30Q: 3 clusters Score -1.437079e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -14370805.000000 Penalty: 5867.377930
	Iteration 31Q: 3 clusters Score -1.43708e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135967 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -14370825.000000 Penalty: 5867.377930
	Iteration 32Q: 3 clusters Score -1.437082e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136016 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -14370875.000000 Penalty: 5867.377930
	Iteration 33Q: 3 clusters Score -1.437088e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136071 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14370913.000000 Penalty: 5867.377930
	Iteration 34Q: 3 clusters Score -1.437091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136116 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14370929.000000 Penalty: 5867.377930
	Iteration 35Q: 3 clusters Score -1.437093e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136166 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14370949.000000 Penalty: 5867.377930
	Iteration 36Q: 3 clusters Score -1.437095e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136207 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -14370975.000000 Penalty: 5867.377930
	Iteration 37Q: 3 clusters Score -1.437098e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136239 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14370987.000000 Penalty: 5867.377930
	Iteration 38Q: 3 clusters Score -1.437099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136270 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14371001.000000 Penalty: 5867.377930
	Iteration 39Q: 3 clusters Score -1.4371e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136295 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -14371005.000000 Penalty: 5867.377930
	Iteration 40F: 3 clusters Score -1.4371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136307 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -14371017.000000 Penalty: 5867.377930
	Iteration 41Q: 3 clusters Score -1.437102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136322 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14371033.000000 Penalty: 5867.377930
	Iteration 42Q: 3 clusters Score -1.437103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136326 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14371037.000000 Penalty: 5867.377930
	Iteration 43Q: 3 clusters Score -1.437104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14371034.000000 Penalty: 5867.377930
	Iteration 44Q: 3 clusters Score -1.437103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136340 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -14371039.000000 Penalty: 5867.377930
	Iteration 45Q: 3 clusters Score -1.437104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136349 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14371034.000000 Penalty: 5867.377930
	Iteration 46Q: 3 clusters Score -1.437103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136355 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14371055.000000 Penalty: 5867.377930
	Iteration 47Q: 3 clusters Score -1.437106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14371044.000000 Penalty: 5867.377930
	Iteration 48Q: 3 clusters Score -1.437104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136365 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -14371051.000000 Penalty: 5867.377930
	Iteration 49Q: 3 clusters Score -1.437105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136368 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -14371059.000000 Penalty: 5867.377930
	Iteration 50Q: 3 clusters Score -1.437106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136370 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -14371056.000000 Penalty: 5867.377930
	Iteration 51Q: 3 clusters Score -1.437106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136375 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14371051.000000 Penalty: 5867.377930
	Iteration 52Q: 3 clusters Score -1.437105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136378 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -14371056.000000 Penalty: 5867.377930
	Iteration 53Q: 3 clusters Score -1.437106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136382 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14371052.000000 Penalty: 5867.377930
	Iteration 54Q: 3 clusters Score -1.437105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136385 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14371050.000000 Penalty: 5867.377930
	Iteration 55Q: 3 clusters Score -1.437105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136386 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -14371056.000000 Penalty: 5867.377930
	Iteration 56Q: 3 clusters Score -1.437106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136386 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -14371056.000000 Penalty: 5867.377930
	Iteration 57F: 3 clusters Score -1.437106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Entering Unmasked Estep 
Score: -2261254.500000 Penalty: 2470.573975
	Iteration 0F: 2 clusters Score -2261254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2246354.250000 Penalty: 4941.147949
	Iteration 0F: 3 clusters Score -2246354 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2251323.000000 Penalty: 4941.147949
	Iteration 1F: 3 clusters Score -2251323 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2251672.500000 Penalty: 4941.147949
	Iteration 2F: 3 clusters Score -2251672 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2251920.750000 Penalty: 4941.147949
	Iteration 3Q: 3 clusters Score -2251921 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2252149.750000 Penalty: 4941.147949
	Iteration 4Q: 3 clusters Score -2252150 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2252380.750000 Penalty: 4941.147949
	Iteration 5Q: 3 clusters Score -2252381 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2252641.500000 Penalty: 4941.147949
	Iteration 6Q: 3 clusters Score -2252642 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2252964.750000 Penalty: 4941.147949
	Iteration 7Q: 3 clusters Score -2252965 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2253397.250000 Penalty: 4941.147949
	Iteration 8Q: 3 clusters Score -2253397 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2253960.000000 Penalty: 4941.147949
	Iteration 9Q: 3 clusters Score -2253960 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2254712.250000 Penalty: 4941.147949
	Iteration 10F: 3 clusters Score -2254712 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2255672.000000 Penalty: 4941.147949
	Iteration 11F: 3 clusters Score -2255672 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2256682.000000 Penalty: 4941.147949
	Iteration 12F: 3 clusters Score -2256682 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2257530.250000 Penalty: 4941.147949
	Iteration 13Q: 3 clusters Score -2257530 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2258160.000000 Penalty: 4941.147949
	Iteration 14Q: 3 clusters Score -2258160 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2258570.500000 Penalty: 4941.147949
	Iteration 15Q: 3 clusters Score -2258570 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2258801.000000 Penalty: 4941.147949
	Iteration 16Q: 3 clusters Score -2258801 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2258935.250000 Penalty: 4941.147949
	Iteration 17Q: 3 clusters Score -2258935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2259014.000000 Penalty: 4941.147949
	Iteration 18Q: 3 clusters Score -2259014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2259058.750000 Penalty: 4941.147949
	Iteration 19Q: 3 clusters Score -2259059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2259112.750000 Penalty: 4941.147949
	Iteration 20F: 3 clusters Score -2259113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2259137.750000 Penalty: 4941.147949
	Iteration 21Q: 3 clusters Score -2259138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2259159.250000 Penalty: 4941.147949
	Iteration 22Q: 3 clusters Score -2259159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2259171.250000 Penalty: 4941.147949
	Iteration 23Q: 3 clusters Score -2259171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2259181.750000 Penalty: 4941.147949
	Iteration 24Q: 3 clusters Score -2259182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2259188.750000 Penalty: 4941.147949
	Iteration 25Q: 3 clusters Score -2259189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2259191.500000 Penalty: 4941.147949
	Iteration 26Q: 3 clusters Score -2259192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2259191.000000 Penalty: 4941.147949
	Iteration 27Q: 3 clusters Score -2259191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2259197.500000 Penalty: 4941.147949
	Iteration 28Q: 3 clusters Score -2259198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2259197.500000 Penalty: 4941.147949
	Iteration 29F: 3 clusters Score -2259198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Entering Unmasked Estep 
Score: -4590775.000000 Penalty: 2657.621582
	Iteration 0F: 2 clusters Score -4590775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -4560384.000000 Penalty: 5315.243164
	Iteration 0F: 3 clusters Score -4560384 nChanged 20733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -4571964.500000 Penalty: 5315.243164
	Iteration 1F: 3 clusters Score -4571964 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4572685.000000 Penalty: 5315.243164
	Iteration 2Q: 3 clusters Score -4572685 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -4573489.000000 Penalty: 5315.243164
	Iteration 3Q: 3 clusters Score -4573489 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4574630.500000 Penalty: 5315.243164
	Iteration 4Q: 3 clusters Score -4574630 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4576267.000000 Penalty: 5315.243164
	Iteration 5F: 3 clusters Score -4576267 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4578401.000000 Penalty: 5315.243164
	Iteration 6F: 3 clusters Score -4578401 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4581259.500000 Penalty: 5315.243164
	Iteration 7F: 3 clusters Score -4581260 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -4584171.000000 Penalty: 5315.243164
	Iteration 8F: 3 clusters Score -4584171 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4586431.000000 Penalty: 5315.243164
	Iteration 9F: 3 clusters Score -4586431 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4587616.500000 Penalty: 5315.243164
	Iteration 10Q: 3 clusters Score -4587616 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4588140.000000 Penalty: 5315.243164
	Iteration 11Q: 3 clusters Score -4588140 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4588320.000000 Penalty: 5315.243164
	Iteration 12Q: 3 clusters Score -4588320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4588408.500000 Penalty: 5315.243164
	Iteration 13Q: 3 clusters Score -4588408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4588463.000000 Penalty: 5315.243164
	Iteration 14Q: 3 clusters Score -4588463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4588498.500000 Penalty: 5315.243164
	Iteration 15Q: 3 clusters Score -4588498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4588513.500000 Penalty: 5315.243164
	Iteration 16Q: 3 clusters Score -4588514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4588521.500000 Penalty: 5315.243164
	Iteration 17Q: 3 clusters Score -4588522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4588526.000000 Penalty: 5315.243164
	Iteration 18Q: 3 clusters Score -4588526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -4588526.000000 Penalty: 5315.243164
	Iteration 19F: 3 clusters Score -4588526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Entering Unmasked Estep 
Score: -2997264.750000 Penalty: 2540.456055
	Iteration 0F: 2 clusters Score -2997265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2978012.500000 Penalty: 5080.912109
	Iteration 0F: 3 clusters Score -2978012 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2984663.750000 Penalty: 5080.912109
	Iteration 1F: 3 clusters Score -2984664 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2985063.750000 Penalty: 5080.912109
	Iteration 2Q: 3 clusters Score -2985064 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2985404.750000 Penalty: 5080.912109
	Iteration 3Q: 3 clusters Score -2985405 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2985716.500000 Penalty: 5080.912109
	Iteration 4Q: 3 clusters Score -2985716 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2986024.000000 Penalty: 5080.912109
	Iteration 5Q: 3 clusters Score -2986024 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2986403.000000 Penalty: 5080.912109
	Iteration 6Q: 3 clusters Score -2986403 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2986860.250000 Penalty: 5080.912109
	Iteration 7Q: 3 clusters Score -2986860 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2987470.750000 Penalty: 5080.912109
	Iteration 8Q: 3 clusters Score -2987471 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2988387.500000 Penalty: 5080.912109
	Iteration 9F: 3 clusters Score -2988388 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2989661.750000 Penalty: 5080.912109
	Iteration 10F: 3 clusters Score -2989662 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2991079.250000 Penalty: 5080.912109
	Iteration 11F: 3 clusters Score -2991079 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2992350.250000 Penalty: 5080.912109
	Iteration 12F: 3 clusters Score -2992350 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2993165.250000 Penalty: 5080.912109
	Iteration 13Q: 3 clusters Score -2993165 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2993576.250000 Penalty: 5080.912109
	Iteration 14Q: 3 clusters Score -2993576 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2993794.250000 Penalty: 5080.912109
	Iteration 15Q: 3 clusters Score -2993794 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2993957.750000 Penalty: 5080.912109
	Iteration 16Q: 3 clusters Score -2993958 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2994079.250000 Penalty: 5080.912109
	Iteration 17Q: 3 clusters Score -2994079 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2994166.250000 Penalty: 5080.912109
	Iteration 18Q: 3 clusters Score -2994166 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2994245.250000 Penalty: 5080.912109
	Iteration 19Q: 3 clusters Score -2994245 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2994318.250000 Penalty: 5080.912109
	Iteration 20F: 3 clusters Score -2994318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2994374.750000 Penalty: 5080.912109
	Iteration 21Q: 3 clusters Score -2994375 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2994430.750000 Penalty: 5080.912109
	Iteration 22Q: 3 clusters Score -2994431 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2994478.250000 Penalty: 5080.912109
	Iteration 23Q: 3 clusters Score -2994478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2994519.750000 Penalty: 5080.912109
	Iteration 24Q: 3 clusters Score -2994520 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2994548.750000 Penalty: 5080.912109
	Iteration 25Q: 3 clusters Score -2994549 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2994610.500000 Penalty: 5080.912109
	Iteration 26Q: 3 clusters Score -2994610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2994650.250000 Penalty: 5080.912109
	Iteration 27Q: 3 clusters Score -2994650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2994700.000000 Penalty: 5080.912109
	Iteration 28Q: 3 clusters Score -2994700 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2994735.250000 Penalty: 5080.912109
	Iteration 29Q: 3 clusters Score -2994735 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2994754.500000 Penalty: 5080.912109
	Iteration 30Q: 3 clusters Score -2994754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2994782.000000 Penalty: 5080.912109
	Iteration 31Q: 3 clusters Score -2994782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2994797.750000 Penalty: 5080.912109
	Iteration 32Q: 3 clusters Score -2994798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2994821.000000 Penalty: 5080.912109
	Iteration 33Q: 3 clusters Score -2994821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2994831.250000 Penalty: 5080.912109
	Iteration 34Q: 3 clusters Score -2994831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2994854.000000 Penalty: 5080.912109
	Iteration 35Q: 3 clusters Score -2994854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2994867.750000 Penalty: 5080.912109
	Iteration 36Q: 3 clusters Score -2994868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2994874.250000 Penalty: 5080.912109
	Iteration 37Q: 3 clusters Score -2994874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2994890.750000 Penalty: 5080.912109
	Iteration 38Q: 3 clusters Score -2994891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2994902.750000 Penalty: 5080.912109
	Iteration 39Q: 3 clusters Score -2994903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2994914.500000 Penalty: 5080.912109
	Iteration 40F: 3 clusters Score -2994914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2994918.750000 Penalty: 5080.912109
	Iteration 41Q: 3 clusters Score -2994919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2994936.250000 Penalty: 5080.912109
	Iteration 42Q: 3 clusters Score -2994936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2994936.250000 Penalty: 5080.912109
	Iteration 43Q: 3 clusters Score -2994936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2994942.000000 Penalty: 5080.912109
	Iteration 44Q: 3 clusters Score -2994942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2994948.000000 Penalty: 5080.912109
	Iteration 45Q: 3 clusters Score -2994948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2994954.250000 Penalty: 5080.912109
	Iteration 46Q: 3 clusters Score -2994954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2994944.250000 Penalty: 5080.912109
	Iteration 47Q: 3 clusters Score -2994944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2994945.000000 Penalty: 5080.912109
	Iteration 48Q: 3 clusters Score -2994945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2994948.500000 Penalty: 5080.912109
	Iteration 49Q: 3 clusters Score -2994948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2994944.750000 Penalty: 5080.912109
	Iteration 50Q: 3 clusters Score -2994945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2994943.750000 Penalty: 5080.912109
	Iteration 51Q: 3 clusters Score -2994944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2994946.500000 Penalty: 5080.912109
	Iteration 52Q: 3 clusters Score -2994946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2994952.000000 Penalty: 5080.912109
	Iteration 53Q: 3 clusters Score -2994952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2994954.750000 Penalty: 5080.912109
	Iteration 54Q: 3 clusters Score -2994955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2994951.500000 Penalty: 5080.912109
	Iteration 55Q: 3 clusters Score -2994952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2994954.250000 Penalty: 5080.912109
	Iteration 56Q: 3 clusters Score -2994954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2994950.250000 Penalty: 5080.912109
	Iteration 57Q: 3 clusters Score -2994950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2994950.250000 Penalty: 5080.912109
	Iteration 58Q: 3 clusters Score -2994950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2994955.250000 Penalty: 5080.912109
	Iteration 59Q: 3 clusters Score -2994955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2994953.500000 Penalty: 5080.912109
	Iteration 60F: 3 clusters Score -2994954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2994959.000000 Penalty: 5080.912109
	Iteration 61Q: 3 clusters Score -2994959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2994963.750000 Penalty: 5080.912109
	Iteration 62Q: 3 clusters Score -2994964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2994962.250000 Penalty: 5080.912109
	Iteration 63Q: 3 clusters Score -2994962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2994967.750000 Penalty: 5080.912109
	Iteration 64Q: 3 clusters Score -2994968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2994968.750000 Penalty: 5080.912109
	Iteration 65Q: 3 clusters Score -2994969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2994982.000000 Penalty: 5080.912109
	Iteration 66Q: 3 clusters Score -2994982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2994983.750000 Penalty: 5080.912109
	Iteration 67Q: 3 clusters Score -2994984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2994984.750000 Penalty: 5080.912109
	Iteration 68Q: 3 clusters Score -2994985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2994984.500000 Penalty: 5080.912109
	Iteration 69Q: 3 clusters Score -2994984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2994991.750000 Penalty: 5080.912109
	Iteration 70Q: 3 clusters Score -2994992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2994999.250000 Penalty: 5080.912109
	Iteration 71Q: 3 clusters Score -2994999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2995001.000000 Penalty: 5080.912109
	Iteration 72Q: 3 clusters Score -2995001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2995000.000000 Penalty: 5080.912109
	Iteration 73Q: 3 clusters Score -2995000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2995001.500000 Penalty: 5080.912109
	Iteration 74Q: 3 clusters Score -2995002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2994999.500000 Penalty: 5080.912109
	Iteration 75Q: 3 clusters Score -2995000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2995006.500000 Penalty: 5080.912109
	Iteration 76Q: 3 clusters Score -2995006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2995006.000000 Penalty: 5080.912109
	Iteration 77Q: 3 clusters Score -2995006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2995006.000000 Penalty: 5080.912109
	Iteration 78Q: 3 clusters Score -2995006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2995008.000000 Penalty: 5080.912109
	Iteration 79Q: 3 clusters Score -2995008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2995011.750000 Penalty: 5080.912109
	Iteration 80F: 3 clusters Score -2995012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2995007.250000 Penalty: 5080.912109
	Iteration 81Q: 3 clusters Score -2995007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2995005.750000 Penalty: 5080.912109
	Iteration 82Q: 3 clusters Score -2995006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2995006.000000 Penalty: 5080.912109
	Iteration 83Q: 3 clusters Score -2995006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2995011.000000 Penalty: 5080.912109
	Iteration 84Q: 3 clusters Score -2995011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2995010.750000 Penalty: 5080.912109
	Iteration 85Q: 3 clusters Score -2995011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2995010.250000 Penalty: 5080.912109
	Iteration 86Q: 3 clusters Score -2995010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2995015.500000 Penalty: 5080.912109
	Iteration 87Q: 3 clusters Score -2995016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2995017.500000 Penalty: 5080.912109
	Iteration 88Q: 3 clusters Score -2995018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2995021.750000 Penalty: 5080.912109
	Iteration 89Q: 3 clusters Score -2995022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2995021.000000 Penalty: 5080.912109
	Iteration 90Q: 3 clusters Score -2995021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2995021.000000 Penalty: 5080.912109
	Iteration 91Q: 3 clusters Score -2995021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2995021.000000 Penalty: 5080.912109
	Iteration 92F: 3 clusters Score -2995021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Entering Unmasked Estep 
Score: -2772750.750000 Penalty: 2520.997559
	Iteration 0F: 2 clusters Score -2772751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2754744.500000 Penalty: 5041.995117
	Iteration 0F: 3 clusters Score -2754744 nChanged 11724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2761033.250000 Penalty: 5041.995117
	Iteration 1F: 3 clusters Score -2761033 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2761408.750000 Penalty: 5041.995117
	Iteration 2Q: 3 clusters Score -2761409 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2761705.500000 Penalty: 5041.995117
	Iteration 3Q: 3 clusters Score -2761706 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2761984.750000 Penalty: 5041.995117
	Iteration 4Q: 3 clusters Score -2761985 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2762308.250000 Penalty: 5041.995117
	Iteration 5Q: 3 clusters Score -2762308 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2762676.500000 Penalty: 5041.995117
	Iteration 6Q: 3 clusters Score -2762676 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2763193.250000 Penalty: 5041.995117
	Iteration 7Q: 3 clusters Score -2763193 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2763821.750000 Penalty: 5041.995117
	Iteration 8Q: 3 clusters Score -2763822 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2764625.500000 Penalty: 5041.995117
	Iteration 9F: 3 clusters Score -2764626 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2765587.500000 Penalty: 5041.995117
	Iteration 10F: 3 clusters Score -2765588 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2766676.750000 Penalty: 5041.995117
	Iteration 11F: 3 clusters Score -2766677 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2767600.250000 Penalty: 5041.995117
	Iteration 12F: 3 clusters Score -2767600 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2768194.250000 Penalty: 5041.995117
	Iteration 13Q: 3 clusters Score -2768194 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2768510.000000 Penalty: 5041.995117
	Iteration 14Q: 3 clusters Score -2768510 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2768694.250000 Penalty: 5041.995117
	Iteration 15Q: 3 clusters Score -2768694 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2768814.750000 Penalty: 5041.995117
	Iteration 16Q: 3 clusters Score -2768815 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2768907.750000 Penalty: 5041.995117
	Iteration 17Q: 3 clusters Score -2768908 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2768981.500000 Penalty: 5041.995117
	Iteration 18Q: 3 clusters Score -2768982 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2769078.000000 Penalty: 5041.995117
	Iteration 19Q: 3 clusters Score -2769078 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2769134.500000 Penalty: 5041.995117
	Iteration 20F: 3 clusters Score -2769134 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2769212.000000 Penalty: 5041.995117
	Iteration 21Q: 3 clusters Score -2769212 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2769259.500000 Penalty: 5041.995117
	Iteration 22Q: 3 clusters Score -2769260 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2769315.000000 Penalty: 5041.995117
	Iteration 23Q: 3 clusters Score -2769315 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2769369.500000 Penalty: 5041.995117
	Iteration 24Q: 3 clusters Score -2769370 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2769426.500000 Penalty: 5041.995117
	Iteration 25Q: 3 clusters Score -2769426 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2769476.250000 Penalty: 5041.995117
	Iteration 26Q: 3 clusters Score -2769476 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2769518.250000 Penalty: 5041.995117
	Iteration 27Q: 3 clusters Score -2769518 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2769568.000000 Penalty: 5041.995117
	Iteration 28Q: 3 clusters Score -2769568 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2769594.750000 Penalty: 5041.995117
	Iteration 29Q: 3 clusters Score -2769595 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2769627.500000 Penalty: 5041.995117
	Iteration 30Q: 3 clusters Score -2769628 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2769657.000000 Penalty: 5041.995117
	Iteration 31Q: 3 clusters Score -2769657 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2769688.500000 Penalty: 5041.995117
	Iteration 32Q: 3 clusters Score -2769688 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2769728.750000 Penalty: 5041.995117
	Iteration 33Q: 3 clusters Score -2769729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2769785.000000 Penalty: 5041.995117
	Iteration 34Q: 3 clusters Score -2769785 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2769824.750000 Penalty: 5041.995117
	Iteration 35Q: 3 clusters Score -2769825 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2769871.000000 Penalty: 5041.995117
	Iteration 36Q: 3 clusters Score -2769871 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2769930.000000 Penalty: 5041.995117
	Iteration 37Q: 3 clusters Score -2769930 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2769954.250000 Penalty: 5041.995117
	Iteration 38Q: 3 clusters Score -2769954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2769981.000000 Penalty: 5041.995117
	Iteration 39Q: 3 clusters Score -2769981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2770008.500000 Penalty: 5041.995117
	Iteration 40F: 3 clusters Score -2770008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2770028.750000 Penalty: 5041.995117
	Iteration 41Q: 3 clusters Score -2770029 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2770062.250000 Penalty: 5041.995117
	Iteration 42Q: 3 clusters Score -2770062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2770090.000000 Penalty: 5041.995117
	Iteration 43Q: 3 clusters Score -2770090 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -2770117.500000 Penalty: 5041.995117
	Iteration 44Q: 3 clusters Score -2770118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2770154.000000 Penalty: 5041.995117
	Iteration 45Q: 3 clusters Score -2770154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2770196.250000 Penalty: 5041.995117
	Iteration 46Q: 3 clusters Score -2770196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2770235.250000 Penalty: 5041.995117
	Iteration 47Q: 3 clusters Score -2770235 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2770265.500000 Penalty: 5041.995117
	Iteration 48Q: 3 clusters Score -2770266 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2770314.000000 Penalty: 5041.995117
	Iteration 49Q: 3 clusters Score -2770314 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2770357.750000 Penalty: 5041.995117
	Iteration 50Q: 3 clusters Score -2770358 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2770404.500000 Penalty: 5041.995117
	Iteration 51Q: 3 clusters Score -2770404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2770438.500000 Penalty: 5041.995117
	Iteration 52Q: 3 clusters Score -2770438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2770476.250000 Penalty: 5041.995117
	Iteration 53Q: 3 clusters Score -2770476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2770500.750000 Penalty: 5041.995117
	Iteration 54Q: 3 clusters Score -2770501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2770524.250000 Penalty: 5041.995117
	Iteration 55Q: 3 clusters Score -2770524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2770555.500000 Penalty: 5041.995117
	Iteration 56Q: 3 clusters Score -2770556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2770570.500000 Penalty: 5041.995117
	Iteration 57Q: 3 clusters Score -2770570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2770589.500000 Penalty: 5041.995117
	Iteration 58Q: 3 clusters Score -2770590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2770602.250000 Penalty: 5041.995117
	Iteration 59Q: 3 clusters Score -2770602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2770620.750000 Penalty: 5041.995117
	Iteration 60F: 3 clusters Score -2770621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2770638.500000 Penalty: 5041.995117
	Iteration 61Q: 3 clusters Score -2770638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2770647.500000 Penalty: 5041.995117
	Iteration 62Q: 3 clusters Score -2770648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2770661.500000 Penalty: 5041.995117
	Iteration 63Q: 3 clusters Score -2770662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2770676.250000 Penalty: 5041.995117
	Iteration 64Q: 3 clusters Score -2770676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2770679.750000 Penalty: 5041.995117
	Iteration 65Q: 3 clusters Score -2770680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2770699.500000 Penalty: 5041.995117
	Iteration 66Q: 3 clusters Score -2770700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2770711.750000 Penalty: 5041.995117
	Iteration 67Q: 3 clusters Score -2770712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2770717.500000 Penalty: 5041.995117
	Iteration 68Q: 3 clusters Score -2770718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2770719.750000 Penalty: 5041.995117
	Iteration 69Q: 3 clusters Score -2770720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2770720.000000 Penalty: 5041.995117
	Iteration 70Q: 3 clusters Score -2770720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2770724.250000 Penalty: 5041.995117
	Iteration 71Q: 3 clusters Score -2770724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2770724.000000 Penalty: 5041.995117
	Iteration 72Q: 3 clusters Score -2770724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2770727.250000 Penalty: 5041.995117
	Iteration 73Q: 3 clusters Score -2770727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2770731.500000 Penalty: 5041.995117
	Iteration 74Q: 3 clusters Score -2770732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2770734.500000 Penalty: 5041.995117
	Iteration 75Q: 3 clusters Score -2770734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2770732.000000 Penalty: 5041.995117
	Iteration 76Q: 3 clusters Score -2770732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2770730.250000 Penalty: 5041.995117
	Iteration 77Q: 3 clusters Score -2770730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2770732.000000 Penalty: 5041.995117
	Iteration 78Q: 3 clusters Score -2770732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2770732.000000 Penalty: 5041.995117
	Iteration 79Q: 3 clusters Score -2770732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2770738.000000 Penalty: 5041.995117
	Iteration 80F: 3 clusters Score -2770738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2770733.500000 Penalty: 5041.995117
	Iteration 81Q: 3 clusters Score -2770734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2770734.000000 Penalty: 5041.995117
	Iteration 82Q: 3 clusters Score -2770734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2770734.000000 Penalty: 5041.995117
	Iteration 83F: 3 clusters Score -2770734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Entering Unmasked Estep 
Score: -1430878.250000 Penalty: 2364.956055
	Iteration 0F: 2 clusters Score -1430878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1420823.000000 Penalty: 4729.912109
	Iteration 0F: 3 clusters Score -1420823 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1424133.000000 Penalty: 4729.912109
	Iteration 1F: 3 clusters Score -1424133 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1424681.500000 Penalty: 4729.912109
	Iteration 2F: 3 clusters Score -1424682 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1425329.000000 Penalty: 4729.912109
	Iteration 3F: 3 clusters Score -1425329 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1426067.625000 Penalty: 4729.912109
	Iteration 4F: 3 clusters Score -1426068 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1426974.000000 Penalty: 4729.912109
	Iteration 5F: 3 clusters Score -1426974 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1427925.875000 Penalty: 4729.912109
	Iteration 6F: 3 clusters Score -1427926 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1428731.750000 Penalty: 4729.912109
	Iteration 7F: 3 clusters Score -1428732 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1429278.000000 Penalty: 4729.912109
	Iteration 8Q: 3 clusters Score -1429278 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1429604.375000 Penalty: 4729.912109
	Iteration 9Q: 3 clusters Score -1429604 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1429770.875000 Penalty: 4729.912109
	Iteration 10Q: 3 clusters Score -1429771 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1429854.125000 Penalty: 4729.912109
	Iteration 11Q: 3 clusters Score -1429854 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1429899.625000 Penalty: 4729.912109
	Iteration 12Q: 3 clusters Score -1429900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1429920.625000 Penalty: 4729.912109
	Iteration 13Q: 3 clusters Score -1429921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1429928.250000 Penalty: 4729.912109
	Iteration 14Q: 3 clusters Score -1429928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1429931.750000 Penalty: 4729.912109
	Iteration 15Q: 3 clusters Score -1429932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1429931.875000 Penalty: 4729.912109
	Iteration 16Q: 3 clusters Score -1429932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1429938.500000 Penalty: 4729.912109
	Iteration 17Q: 3 clusters Score -1429938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1429939.875000 Penalty: 4729.912109
	Iteration 18Q: 3 clusters Score -1429940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1429941.250000 Penalty: 4729.912109
	Iteration 19Q: 3 clusters Score -1429941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1429942.625000 Penalty: 4729.912109
	Iteration 20F: 3 clusters Score -1429943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1429943.500000 Penalty: 4729.912109
	Iteration 21Q: 3 clusters Score -1429944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1429941.500000 Penalty: 4729.912109
	Iteration 22Q: 3 clusters Score -1429942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1429941.500000 Penalty: 4729.912109
	Iteration 23F: 3 clusters Score -1429942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23057 members 
Mstep: Class 7 contains 165886 members 
Mstep: Class 8 contains 215200 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137227 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 45081 members 
Mstep: Class 17 contains 28107 members 
Mstep: Class 19 contains 25986 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073464.000000 Penalty: 39975.386719
Iteration 239Q: 13 clusters Score -7.007346e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23061 members 
Mstep: Class 7 contains 165859 members 
Mstep: Class 8 contains 215217 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137221 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 45081 members 
Mstep: Class 17 contains 28106 members 
Mstep: Class 19 contains 25999 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073504.000000 Penalty: 39975.386719
Iteration 240F: 13 clusters Score -7.00735e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 165836 members 
Mstep: Class 8 contains 215224 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137220 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 45080 members 
Mstep: Class 17 contains 28107 members 
Mstep: Class 19 contains 26016 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073472.000000 Penalty: 39975.386719
Iteration 241Q: 13 clusters Score -7.007347e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23061 members 
Mstep: Class 7 contains 165807 members 
Mstep: Class 8 contains 215237 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137219 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 45078 members 
Mstep: Class 17 contains 28106 members 
Mstep: Class 19 contains 26036 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073480.000000 Penalty: 39975.386719
Iteration 242Q: 13 clusters Score -7.007348e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23060 members 
Mstep: Class 7 contains 165780 members 
Mstep: Class 8 contains 215239 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137226 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 45078 members 
Mstep: Class 17 contains 28105 members 
Mstep: Class 19 contains 26057 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073496.000000 Penalty: 39975.386719
Iteration 243Q: 13 clusters Score -7.00735e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 165753 members 
Mstep: Class 8 contains 215257 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137222 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 45072 members 
Mstep: Class 17 contains 28106 members 
Mstep: Class 19 contains 26072 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073504.000000 Penalty: 39975.386719
Iteration 244Q: 13 clusters Score -7.00735e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 165726 members 
Mstep: Class 8 contains 215262 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137224 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 45069 members 
Mstep: Class 17 contains 28109 members 
Mstep: Class 19 contains 26091 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073496.000000 Penalty: 39975.386719
Iteration 245Q: 13 clusters Score -7.00735e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 165693 members 
Mstep: Class 8 contains 215281 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137216 members 
Mstep: Class 13 contains 21203 members 
Mstep: Class 14 contains 45066 members 
Mstep: Class 17 contains 28111 members 
Mstep: Class 19 contains 26118 members 
Mstep: Class 23 contains 13849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073472.000000 Penalty: 39975.386719
Iteration 246Q: 13 clusters Score -7.007347e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23064 members 
Mstep: Class 7 contains 165674 members 
Mstep: Class 8 contains 215285 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137205 members 
Mstep: Class 13 contains 21203 members 
Mstep: Class 14 contains 45067 members 
Mstep: Class 17 contains 28111 members 
Mstep: Class 19 contains 26141 members 
Mstep: Class 23 contains 13850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073448.000000 Penalty: 39975.386719
Iteration 247Q: 13 clusters Score -7.007345e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165666 members 
Mstep: Class 8 contains 215286 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137195 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45063 members 
Mstep: Class 17 contains 28117 members 
Mstep: Class 19 contains 26157 members 
Mstep: Class 23 contains 13848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073456.000000 Penalty: 39975.386719
Iteration 248Q: 13 clusters Score -7.007346e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165655 members 
Mstep: Class 8 contains 215290 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137187 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 45061 members 
Mstep: Class 17 contains 28121 members 
Mstep: Class 19 contains 26170 members 
Mstep: Class 23 contains 13847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073424.000000 Penalty: 39975.386719
Iteration 249Q: 13 clusters Score -7.007342e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165636 members 
Mstep: Class 8 contains 215294 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137189 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 45060 members 
Mstep: Class 17 contains 28121 members 
Mstep: Class 19 contains 26184 members 
Mstep: Class 23 contains 13847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073480.000000 Penalty: 39975.386719
Iteration 250Q: 13 clusters Score -7.007348e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165627 members 
Mstep: Class 8 contains 215298 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137189 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45059 members 
Mstep: Class 17 contains 28120 members 
Mstep: Class 19 contains 26194 members 
Mstep: Class 23 contains 13847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073400.000000 Penalty: 39975.386719
Iteration 251Q: 13 clusters Score -7.00734e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165612 members 
Mstep: Class 8 contains 215298 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 137195 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 45056 members 
Mstep: Class 17 contains 28120 members 
Mstep: Class 19 contains 26205 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073408.000000 Penalty: 39975.386719
Iteration 252Q: 13 clusters Score -7.007341e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165606 members 
Mstep: Class 8 contains 215304 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137185 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 45052 members 
Mstep: Class 17 contains 28119 members 
Mstep: Class 19 contains 26218 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073480.000000 Penalty: 39975.386719
Iteration 253Q: 13 clusters Score -7.007348e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165595 members 
Mstep: Class 8 contains 215313 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 137177 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45049 members 
Mstep: Class 17 contains 28120 members 
Mstep: Class 19 contains 26229 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073504.000000 Penalty: 39975.386719
Iteration 254Q: 13 clusters Score -7.00735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165586 members 
Mstep: Class 8 contains 215321 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137171 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 45046 members 
Mstep: Class 17 contains 28120 members 
Mstep: Class 19 contains 26237 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073472.000000 Penalty: 39975.386719
Iteration 255Q: 13 clusters Score -7.007347e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165574 members 
Mstep: Class 8 contains 215332 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137169 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 45046 members 
Mstep: Class 17 contains 28121 members 
Mstep: Class 19 contains 26237 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073488.000000 Penalty: 39975.386719
Iteration 256Q: 13 clusters Score -7.007349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23070 members 
Mstep: Class 7 contains 165569 members 
Mstep: Class 8 contains 215329 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137167 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 45047 members 
Mstep: Class 17 contains 28122 members 
Mstep: Class 19 contains 26244 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073496.000000 Penalty: 39975.386719
Iteration 257Q: 13 clusters Score -7.00735e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 165566 members 
Mstep: Class 8 contains 215322 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137166 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 45049 members 
Mstep: Class 17 contains 28124 members 
Mstep: Class 19 contains 26249 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073504.000000 Penalty: 39975.386719
Iteration 258Q: 13 clusters Score -7.00735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 165567 members 
Mstep: Class 8 contains 215316 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137168 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 45050 members 
Mstep: Class 17 contains 28125 members 
Mstep: Class 19 contains 26250 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073488.000000 Penalty: 39975.386719
Iteration 259Q: 13 clusters Score -7.007349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 165564 members 
Mstep: Class 8 contains 215311 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137170 members 
Mstep: Class 13 contains 21203 members 
Mstep: Class 14 contains 45052 members 
Mstep: Class 17 contains 28125 members 
Mstep: Class 19 contains 26255 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073464.000000 Penalty: 39975.386719
Iteration 260F: 13 clusters Score -7.007346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23071 members 
Mstep: Class 7 contains 165558 members 
Mstep: Class 8 contains 215314 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137170 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 45051 members 
Mstep: Class 17 contains 28125 members 
Mstep: Class 19 contains 26259 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073464.000000 Penalty: 39975.386719
Iteration 261Q: 13 clusters Score -7.007346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165548 members 
Mstep: Class 8 contains 215327 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137168 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 45049 members 
Mstep: Class 17 contains 28125 members 
Mstep: Class 19 contains 26264 members 
Mstep: Class 23 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073448.000000 Penalty: 39975.386719
Iteration 262Q: 13 clusters Score -7.007345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165544 members 
Mstep: Class 8 contains 215326 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137165 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 45050 members 
Mstep: Class 17 contains 28125 members 
Mstep: Class 19 contains 26270 members 
Mstep: Class 23 contains 13847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073416.000000 Penalty: 39975.386719
Iteration 263Q: 13 clusters Score -7.007342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165533 members 
Mstep: Class 8 contains 215330 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137163 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45049 members 
Mstep: Class 17 contains 28126 members 
Mstep: Class 19 contains 26277 members 
Mstep: Class 23 contains 13850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073400.000000 Penalty: 39975.386719
Iteration 264Q: 13 clusters Score -7.00734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165522 members 
Mstep: Class 8 contains 215338 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137163 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45048 members 
Mstep: Class 17 contains 28127 members 
Mstep: Class 19 contains 26279 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073384.000000 Penalty: 39975.386719
Iteration 265Q: 13 clusters Score -7.007338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165515 members 
Mstep: Class 8 contains 215345 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137161 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45047 members 
Mstep: Class 17 contains 28127 members 
Mstep: Class 19 contains 26280 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 266Q: 13 clusters Score -7.007334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165513 members 
Mstep: Class 8 contains 215349 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137160 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45046 members 
Mstep: Class 17 contains 28128 members 
Mstep: Class 19 contains 26279 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073344.000000 Penalty: 39975.386719
Iteration 267Q: 13 clusters Score -7.007334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23070 members 
Mstep: Class 7 contains 165512 members 
Mstep: Class 8 contains 215350 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137159 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 45046 members 
Mstep: Class 17 contains 28129 members 
Mstep: Class 19 contains 26279 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073360.000000 Penalty: 39975.386719
Iteration 268Q: 13 clusters Score -7.007336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165515 members 
Mstep: Class 8 contains 215346 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137160 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45046 members 
Mstep: Class 17 contains 28129 members 
Mstep: Class 19 contains 26279 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 269Q: 13 clusters Score -7.007334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165513 members 
Mstep: Class 8 contains 215348 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137158 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45047 members 
Mstep: Class 17 contains 28130 members 
Mstep: Class 19 contains 26280 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073312.000000 Penalty: 39975.386719
Iteration 270Q: 13 clusters Score -7.007331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165515 members 
Mstep: Class 8 contains 215349 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137156 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 45048 members 
Mstep: Class 17 contains 28128 members 
Mstep: Class 19 contains 26280 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073352.000000 Penalty: 39975.386719
Iteration 271Q: 13 clusters Score -7.007335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165513 members 
Mstep: Class 8 contains 215349 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137157 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 45046 members 
Mstep: Class 17 contains 28128 members 
Mstep: Class 19 contains 26282 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073360.000000 Penalty: 39975.386719
Iteration 272Q: 13 clusters Score -7.007336e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165507 members 
Mstep: Class 8 contains 215352 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137158 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 45045 members 
Mstep: Class 17 contains 28128 members 
Mstep: Class 19 contains 26285 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073360.000000 Penalty: 39975.386719
Iteration 273Q: 13 clusters Score -7.007336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165503 members 
Mstep: Class 8 contains 215352 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137162 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 45045 members 
Mstep: Class 17 contains 28128 members 
Mstep: Class 19 contains 26286 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073360.000000 Penalty: 39975.386719
Iteration 274Q: 13 clusters Score -7.007336e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165498 members 
Mstep: Class 8 contains 215355 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137164 members 
Mstep: Class 13 contains 21202 members 
Mstep: Class 14 contains 45044 members 
Mstep: Class 17 contains 28129 members 
Mstep: Class 19 contains 26285 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073352.000000 Penalty: 39975.386719
Iteration 275Q: 13 clusters Score -7.007335e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 165495 members 
Mstep: Class 8 contains 215360 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137164 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45043 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26285 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 276Q: 13 clusters Score -7.007334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 165496 members 
Mstep: Class 8 contains 215361 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137165 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45041 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26286 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073272.000000 Penalty: 39975.386719
Iteration 277Q: 13 clusters Score -7.007327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 165487 members 
Mstep: Class 8 contains 215365 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137167 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45041 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26289 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073320.000000 Penalty: 39975.386719
Iteration 278Q: 13 clusters Score -7.007332e+07 nChanged 16
Entering ConstructFrom: 
Score: -70073320.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -170760.703125 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -170760.7 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 933 members 
Entering Unmasked Estep 
Score: -168204.281250 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -168204.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -169089.093750 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -169089.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -170007.093750 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -170007.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -170697.203125 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -170697.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -171112.281250 Penalty: 3746.169922
	Iteration 4F: 3 clusters Score -171112.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -171369.734375 Penalty: 3746.169922
	Iteration 5F: 3 clusters Score -171369.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -171498.734375 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -171498.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -171560.968750 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -171561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -171580.640625 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -171580.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -171585.687500 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -171585.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -171585.687500 Penalty: 3746.169922
	Iteration 10F: 3 clusters Score -171585.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 311 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 165483 members 
Mstep: Class 8 contains 215363 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137170 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45043 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26290 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
Score: -70072640.000000 Penalty: 43306.667969
Splitting cluster 1 changes total score from -70073320.000000 to -70072640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -74112.226562 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -74112.23 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 381 members 
Entering Unmasked Estep 
Score: -72455.695312 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -72455.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72925.773438 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -72925.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73100.187500 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -73100.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73171.351562 Penalty: 3322.340820
	Iteration 3Q: 3 clusters Score -73171.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73224.875000 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -73224.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73253.500000 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -73253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73274.054688 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -73274.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73290.828125 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -73290.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73297.851562 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -73297.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73307.695312 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -73307.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73310.992188 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -73310.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73315.414062 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -73315.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73326.304688 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -73326.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73329.203125 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -73329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73334.843750 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -73334.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73336.531250 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -73336.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73341.578125 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -73341.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -73349.375000 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -73349.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73353.500000 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -73353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73356.281250 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -73356.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73356.914062 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -73356.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73359.273438 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -73359.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73359.273438 Penalty: 3322.340820
	Iteration 22F: 3 clusters Score -73359.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2451254.250000 Penalty: 2491.436523
	Iteration 0F: 2 clusters Score -2451254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2435161.250000 Penalty: 4982.873047
	Iteration 0F: 3 clusters Score -2435161 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2440841.000000 Penalty: 4982.873047
	Iteration 1F: 3 clusters Score -2440841 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2441356.250000 Penalty: 4982.873047
	Iteration 2F: 3 clusters Score -2441356 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2441875.250000 Penalty: 4982.873047
	Iteration 3F: 3 clusters Score -2441875 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2442478.500000 Penalty: 4982.873047
	Iteration 4Q: 3 clusters Score -2442478 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2443284.000000 Penalty: 4982.873047
	Iteration 5F: 3 clusters Score -2443284 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2444320.500000 Penalty: 4982.873047
	Iteration 6F: 3 clusters Score -2444320 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2445571.000000 Penalty: 4982.873047
	Iteration 7F: 3 clusters Score -2445571 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2446897.500000 Penalty: 4982.873047
	Iteration 8F: 3 clusters Score -2446898 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2447983.750000 Penalty: 4982.873047
	Iteration 9F: 3 clusters Score -2447984 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2448732.750000 Penalty: 4982.873047
	Iteration 10Q: 3 clusters Score -2448733 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2449149.500000 Penalty: 4982.873047
	Iteration 11Q: 3 clusters Score -2449150 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2449370.750000 Penalty: 4982.873047
	Iteration 12Q: 3 clusters Score -2449371 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2449523.250000 Penalty: 4982.873047
	Iteration 13Q: 3 clusters Score -2449523 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2449592.500000 Penalty: 4982.873047
	Iteration 14Q: 3 clusters Score -2449592 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2449648.500000 Penalty: 4982.873047
	Iteration 15Q: 3 clusters Score -2449648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2449682.500000 Penalty: 4982.873047
	Iteration 16Q: 3 clusters Score -2449682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2449696.000000 Penalty: 4982.873047
	Iteration 17Q: 3 clusters Score -2449696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2449711.250000 Penalty: 4982.873047
	Iteration 18Q: 3 clusters Score -2449711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2449723.250000 Penalty: 4982.873047
	Iteration 19Q: 3 clusters Score -2449723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2449729.750000 Penalty: 4982.873047
	Iteration 20F: 3 clusters Score -2449730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2449742.250000 Penalty: 4982.873047
	Iteration 21Q: 3 clusters Score -2449742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2449748.250000 Penalty: 4982.873047
	Iteration 22Q: 3 clusters Score -2449748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2449753.250000 Penalty: 4982.873047
	Iteration 23Q: 3 clusters Score -2449753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2449759.750000 Penalty: 4982.873047
	Iteration 24Q: 3 clusters Score -2449760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2449766.250000 Penalty: 4982.873047
	Iteration 25Q: 3 clusters Score -2449766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2449767.000000 Penalty: 4982.873047
	Iteration 26Q: 3 clusters Score -2449767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2449771.500000 Penalty: 4982.873047
	Iteration 27Q: 3 clusters Score -2449772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2449777.000000 Penalty: 4982.873047
	Iteration 28Q: 3 clusters Score -2449777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2449779.000000 Penalty: 4982.873047
	Iteration 29Q: 3 clusters Score -2449779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2449781.500000 Penalty: 4982.873047
	Iteration 30Q: 3 clusters Score -2449782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2449781.000000 Penalty: 4982.873047
	Iteration 31Q: 3 clusters Score -2449781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2449783.750000 Penalty: 4982.873047
	Iteration 32Q: 3 clusters Score -2449784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2449785.500000 Penalty: 4982.873047
	Iteration 33Q: 3 clusters Score -2449786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2449784.750000 Penalty: 4982.873047
	Iteration 34Q: 3 clusters Score -2449785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2449786.000000 Penalty: 4982.873047
	Iteration 35Q: 3 clusters Score -2449786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2449789.750000 Penalty: 4982.873047
	Iteration 36Q: 3 clusters Score -2449790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2449799.250000 Penalty: 4982.873047
	Iteration 37Q: 3 clusters Score -2449799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2449799.250000 Penalty: 4982.873047
	Iteration 38Q: 3 clusters Score -2449799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2449796.250000 Penalty: 4982.873047
	Iteration 39Q: 3 clusters Score -2449796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2449797.000000 Penalty: 4982.873047
	Iteration 40F: 3 clusters Score -2449797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2449798.750000 Penalty: 4982.873047
	Iteration 41Q: 3 clusters Score -2449799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2449798.750000 Penalty: 4982.873047
	Iteration 42Q: 3 clusters Score -2449799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2449804.000000 Penalty: 4982.873047
	Iteration 43Q: 3 clusters Score -2449804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2449807.750000 Penalty: 4982.873047
	Iteration 44Q: 3 clusters Score -2449808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2449807.250000 Penalty: 4982.873047
	Iteration 45Q: 3 clusters Score -2449807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2449809.750000 Penalty: 4982.873047
	Iteration 46Q: 3 clusters Score -2449810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2449807.500000 Penalty: 4982.873047
	Iteration 47Q: 3 clusters Score -2449808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2449809.000000 Penalty: 4982.873047
	Iteration 48Q: 3 clusters Score -2449809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2449808.750000 Penalty: 4982.873047
	Iteration 49Q: 3 clusters Score -2449809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2449815.000000 Penalty: 4982.873047
	Iteration 50Q: 3 clusters Score -2449815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2449809.750000 Penalty: 4982.873047
	Iteration 51Q: 3 clusters Score -2449810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2449810.000000 Penalty: 4982.873047
	Iteration 52Q: 3 clusters Score -2449810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2449810.000000 Penalty: 4982.873047
	Iteration 53F: 3 clusters Score -2449810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165483 members 
Entering Unmasked Estep 
Score: -17300518.000000 Penalty: 2980.122559
	Iteration 0F: 2 clusters Score -1.730052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -17191924.000000 Penalty: 5960.245117
	Iteration 0F: 3 clusters Score -1.719192e+07 nChanged 79408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -17238420.000000 Penalty: 5960.245117
	Iteration 1F: 3 clusters Score -1.723842e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -17240302.000000 Penalty: 5960.245117
	Iteration 2Q: 3 clusters Score -1.72403e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -17242850.000000 Penalty: 5960.245117
	Iteration 3Q: 3 clusters Score -1.724285e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85774 members 
Mstep: Class 2 contains 79709 members 
Entering Unmasked Estep 
Score: -17246858.000000 Penalty: 5960.245117
	Iteration 4Q: 3 clusters Score -1.724686e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88005 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -17252644.000000 Penalty: 5960.245117
	Iteration 5F: 3 clusters Score -1.725264e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90997 members 
Mstep: Class 2 contains 74486 members 
Entering Unmasked Estep 
Score: -17260708.000000 Penalty: 5960.245117
	Iteration 6F: 3 clusters Score -1.726071e+07 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 71101 members 
Entering Unmasked Estep 
Score: -17270034.000000 Penalty: 5960.245117
	Iteration 7F: 3 clusters Score -1.727003e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -17276898.000000 Penalty: 5960.245117
	Iteration 8F: 3 clusters Score -1.72769e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -17279962.000000 Penalty: 5960.245117
	Iteration 9Q: 3 clusters Score -1.727996e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102118 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -17281326.000000 Penalty: 5960.245117
	Iteration 10Q: 3 clusters Score -1.728133e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -17282380.000000 Penalty: 5960.245117
	Iteration 11Q: 3 clusters Score -1.728238e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 58814 members 
Entering Unmasked Estep 
Score: -17283516.000000 Penalty: 5960.245117
	Iteration 12Q: 3 clusters Score -1.728352e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -17284630.000000 Penalty: 5960.245117
	Iteration 13Q: 3 clusters Score -1.728463e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111192 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -17285638.000000 Penalty: 5960.245117
	Iteration 14Q: 3 clusters Score -1.728564e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113306 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -17286494.000000 Penalty: 5960.245117
	Iteration 15Q: 3 clusters Score -1.728649e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -17287324.000000 Penalty: 5960.245117
	Iteration 16Q: 3 clusters Score -1.728732e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -17288064.000000 Penalty: 5960.245117
	Iteration 17Q: 3 clusters Score -1.728806e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119032 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -17288600.000000 Penalty: 5960.245117
	Iteration 18Q: 3 clusters Score -1.72886e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -17289132.000000 Penalty: 5960.245117
	Iteration 19Q: 3 clusters Score -1.728913e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122232 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -17289440.000000 Penalty: 5960.245117
	Iteration 20F: 3 clusters Score -1.728944e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -17289708.000000 Penalty: 5960.245117
	Iteration 21Q: 3 clusters Score -1.728971e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125263 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -17290040.000000 Penalty: 5960.245117
	Iteration 22Q: 3 clusters Score -1.729004e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -17290470.000000 Penalty: 5960.245117
	Iteration 23Q: 3 clusters Score -1.729047e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128178 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -17290754.000000 Penalty: 5960.245117
	Iteration 24Q: 3 clusters Score -1.729075e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129664 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -17291044.000000 Penalty: 5960.245117
	Iteration 25Q: 3 clusters Score -1.729104e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131098 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -17291360.000000 Penalty: 5960.245117
	Iteration 26Q: 3 clusters Score -1.729136e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132465 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -17291692.000000 Penalty: 5960.245117
	Iteration 27Q: 3 clusters Score -1.729169e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133815 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -17291946.000000 Penalty: 5960.245117
	Iteration 28Q: 3 clusters Score -1.729195e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135136 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -17292270.000000 Penalty: 5960.245117
	Iteration 29Q: 3 clusters Score -1.729227e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136461 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -17292602.000000 Penalty: 5960.245117
	Iteration 30Q: 3 clusters Score -1.72926e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137790 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -17292818.000000 Penalty: 5960.245117
	Iteration 31Q: 3 clusters Score -1.729282e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139072 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -17293102.000000 Penalty: 5960.245117
	Iteration 32Q: 3 clusters Score -1.72931e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140298 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -17293440.000000 Penalty: 5960.245117
	Iteration 33Q: 3 clusters Score -1.729344e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141513 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -17293748.000000 Penalty: 5960.245117
	Iteration 34Q: 3 clusters Score -1.729375e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142738 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -17294030.000000 Penalty: 5960.245117
	Iteration 35Q: 3 clusters Score -1.729403e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -17294252.000000 Penalty: 5960.245117
	Iteration 36Q: 3 clusters Score -1.729425e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145038 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -17294460.000000 Penalty: 5960.245117
	Iteration 37Q: 3 clusters Score -1.729446e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146083 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -17294614.000000 Penalty: 5960.245117
	Iteration 38Q: 3 clusters Score -1.729461e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -17294762.000000 Penalty: 5960.245117
	Iteration 39Q: 3 clusters Score -1.729476e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147948 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -17294984.000000 Penalty: 5960.245117
	Iteration 40F: 3 clusters Score -1.729498e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148814 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -17295194.000000 Penalty: 5960.245117
	Iteration 41Q: 3 clusters Score -1.729519e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149655 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -17295390.000000 Penalty: 5960.245117
	Iteration 42Q: 3 clusters Score -1.729539e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150455 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -17295616.000000 Penalty: 5960.245117
	Iteration 43Q: 3 clusters Score -1.729562e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151258 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -17295796.000000 Penalty: 5960.245117
	Iteration 44Q: 3 clusters Score -1.72958e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152064 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -17296018.000000 Penalty: 5960.245117
	Iteration 45Q: 3 clusters Score -1.729602e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152843 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -17296294.000000 Penalty: 5960.245117
	Iteration 46Q: 3 clusters Score -1.729629e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -17296454.000000 Penalty: 5960.245117
	Iteration 47Q: 3 clusters Score -1.729645e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154271 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -17296620.000000 Penalty: 5960.245117
	Iteration 48Q: 3 clusters Score -1.729662e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -17296808.000000 Penalty: 5960.245117
	Iteration 49Q: 3 clusters Score -1.729681e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155611 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -17296970.000000 Penalty: 5960.245117
	Iteration 50Q: 3 clusters Score -1.729697e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -17297168.000000 Penalty: 5960.245117
	Iteration 51Q: 3 clusters Score -1.729717e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156779 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -17297352.000000 Penalty: 5960.245117
	Iteration 52Q: 3 clusters Score -1.729735e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157302 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -17297498.000000 Penalty: 5960.245117
	Iteration 53Q: 3 clusters Score -1.72975e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157818 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -17297658.000000 Penalty: 5960.245117
	Iteration 54Q: 3 clusters Score -1.729766e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158315 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -17297788.000000 Penalty: 5960.245117
	Iteration 55Q: 3 clusters Score -1.729779e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -17297934.000000 Penalty: 5960.245117
	Iteration 56Q: 3 clusters Score -1.729793e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159204 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -17298090.000000 Penalty: 5960.245117
	Iteration 57Q: 3 clusters Score -1.729809e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -17298198.000000 Penalty: 5960.245117
	Iteration 58Q: 3 clusters Score -1.72982e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159918 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -17298272.000000 Penalty: 5960.245117
	Iteration 59Q: 3 clusters Score -1.729827e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -17298308.000000 Penalty: 5960.245117
	Iteration 60F: 3 clusters Score -1.729831e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160490 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -17298448.000000 Penalty: 5960.245117
	Iteration 61Q: 3 clusters Score -1.729845e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160750 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -17298516.000000 Penalty: 5960.245117
	Iteration 62Q: 3 clusters Score -1.729852e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -17298588.000000 Penalty: 5960.245117
	Iteration 63Q: 3 clusters Score -1.729859e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161159 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -17298646.000000 Penalty: 5960.245117
	Iteration 64Q: 3 clusters Score -1.729865e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161343 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -17298700.000000 Penalty: 5960.245117
	Iteration 65Q: 3 clusters Score -1.72987e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161509 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -17298726.000000 Penalty: 5960.245117
	Iteration 66Q: 3 clusters Score -1.729873e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161639 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -17298740.000000 Penalty: 5960.245117
	Iteration 67Q: 3 clusters Score -1.729874e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161769 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -17298792.000000 Penalty: 5960.245117
	Iteration 68Q: 3 clusters Score -1.729879e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161884 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -17298816.000000 Penalty: 5960.245117
	Iteration 69Q: 3 clusters Score -1.729882e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -17298842.000000 Penalty: 5960.245117
	Iteration 70Q: 3 clusters Score -1.729884e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162120 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -17298906.000000 Penalty: 5960.245117
	Iteration 71Q: 3 clusters Score -1.729891e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162219 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -17298902.000000 Penalty: 5960.245117
	Iteration 72Q: 3 clusters Score -1.72989e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162303 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -17298938.000000 Penalty: 5960.245117
	Iteration 73Q: 3 clusters Score -1.729894e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162370 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -17298976.000000 Penalty: 5960.245117
	Iteration 74Q: 3 clusters Score -1.729898e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162425 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -17299008.000000 Penalty: 5960.245117
	Iteration 75Q: 3 clusters Score -1.729901e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162482 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -17299008.000000 Penalty: 5960.245117
	Iteration 76Q: 3 clusters Score -1.729901e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162529 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -17299044.000000 Penalty: 5960.245117
	Iteration 77Q: 3 clusters Score -1.729904e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162579 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17299034.000000 Penalty: 5960.245117
	Iteration 78Q: 3 clusters Score -1.729903e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162621 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -17299058.000000 Penalty: 5960.245117
	Iteration 79Q: 3 clusters Score -1.729906e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162657 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -17299058.000000 Penalty: 5960.245117
	Iteration 80F: 3 clusters Score -1.729906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162685 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -17299054.000000 Penalty: 5960.245117
	Iteration 81Q: 3 clusters Score -1.729905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162721 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -17299060.000000 Penalty: 5960.245117
	Iteration 82Q: 3 clusters Score -1.729906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162759 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -17299088.000000 Penalty: 5960.245117
	Iteration 83Q: 3 clusters Score -1.729909e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162799 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -17299086.000000 Penalty: 5960.245117
	Iteration 84Q: 3 clusters Score -1.729909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162836 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -17299098.000000 Penalty: 5960.245117
	Iteration 85Q: 3 clusters Score -1.72991e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162868 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -17299114.000000 Penalty: 5960.245117
	Iteration 86Q: 3 clusters Score -1.729911e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162906 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -17299092.000000 Penalty: 5960.245117
	Iteration 87Q: 3 clusters Score -1.729909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -17299098.000000 Penalty: 5960.245117
	Iteration 88Q: 3 clusters Score -1.72991e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -17299102.000000 Penalty: 5960.245117
	Iteration 89Q: 3 clusters Score -1.72991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163001 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -17299116.000000 Penalty: 5960.245117
	Iteration 90Q: 3 clusters Score -1.729912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163028 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -17299120.000000 Penalty: 5960.245117
	Iteration 91Q: 3 clusters Score -1.729912e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163052 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -17299108.000000 Penalty: 5960.245117
	Iteration 92Q: 3 clusters Score -1.729911e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163067 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -17299114.000000 Penalty: 5960.245117
	Iteration 93Q: 3 clusters Score -1.729911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163084 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -17299114.000000 Penalty: 5960.245117
	Iteration 94Q: 3 clusters Score -1.729911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163093 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -17299120.000000 Penalty: 5960.245117
	Iteration 95Q: 3 clusters Score -1.729912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -17299130.000000 Penalty: 5960.245117
	Iteration 96Q: 3 clusters Score -1.729913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163109 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -17299146.000000 Penalty: 5960.245117
	Iteration 97Q: 3 clusters Score -1.729915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -17299148.000000 Penalty: 5960.245117
	Iteration 98Q: 3 clusters Score -1.729915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -17299150.000000 Penalty: 5960.245117
	Iteration 99Q: 3 clusters Score -1.729915e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163141 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -17299140.000000 Penalty: 5960.245117
	Iteration 100F: 3 clusters Score -1.729914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163153 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -17299150.000000 Penalty: 5960.245117
	Iteration 101Q: 3 clusters Score -1.729915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -17299152.000000 Penalty: 5960.245117
	Iteration 102Q: 3 clusters Score -1.729915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163173 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -17299172.000000 Penalty: 5960.245117
	Iteration 103Q: 3 clusters Score -1.729917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -17299166.000000 Penalty: 5960.245117
	Iteration 104Q: 3 clusters Score -1.729917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -17299172.000000 Penalty: 5960.245117
	Iteration 105Q: 3 clusters Score -1.729917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163207 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -17299176.000000 Penalty: 5960.245117
	Iteration 106Q: 3 clusters Score -1.729918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163224 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -17299218.000000 Penalty: 5960.245117
	Iteration 107Q: 3 clusters Score -1.729922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -17299228.000000 Penalty: 5960.245117
	Iteration 108Q: 3 clusters Score -1.729923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163256 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -17299226.000000 Penalty: 5960.245117
	Iteration 109Q: 3 clusters Score -1.729923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163274 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -17299226.000000 Penalty: 5960.245117
	Iteration 110Q: 3 clusters Score -1.729923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -17299232.000000 Penalty: 5960.245117
	Iteration 111Q: 3 clusters Score -1.729923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163314 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -17299248.000000 Penalty: 5960.245117
	Iteration 112Q: 3 clusters Score -1.729925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163335 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -17299244.000000 Penalty: 5960.245117
	Iteration 113Q: 3 clusters Score -1.729924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163353 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -17299262.000000 Penalty: 5960.245117
	Iteration 114Q: 3 clusters Score -1.729926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -17299264.000000 Penalty: 5960.245117
	Iteration 115Q: 3 clusters Score -1.729926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17299264.000000 Penalty: 5960.245117
	Iteration 116Q: 3 clusters Score -1.729926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163379 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -17299276.000000 Penalty: 5960.245117
	Iteration 117Q: 3 clusters Score -1.729928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163382 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -17299290.000000 Penalty: 5960.245117
	Iteration 118Q: 3 clusters Score -1.729929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -17299286.000000 Penalty: 5960.245117
	Iteration 119Q: 3 clusters Score -1.729929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -17299292.000000 Penalty: 5960.245117
	Iteration 120F: 3 clusters Score -1.729929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163400 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -17299288.000000 Penalty: 5960.245117
	Iteration 121Q: 3 clusters Score -1.729929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -17299308.000000 Penalty: 5960.245117
	Iteration 122Q: 3 clusters Score -1.729931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163408 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -17299294.000000 Penalty: 5960.245117
	Iteration 123Q: 3 clusters Score -1.729929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -17299304.000000 Penalty: 5960.245117
	Iteration 124Q: 3 clusters Score -1.72993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163422 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -17299308.000000 Penalty: 5960.245117
	Iteration 125Q: 3 clusters Score -1.729931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17299298.000000 Penalty: 5960.245117
	Iteration 126Q: 3 clusters Score -1.72993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -17299306.000000 Penalty: 5960.245117
	Iteration 127Q: 3 clusters Score -1.729931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163429 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -17299302.000000 Penalty: 5960.245117
	Iteration 128Q: 3 clusters Score -1.72993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163430 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -17299308.000000 Penalty: 5960.245117
	Iteration 129Q: 3 clusters Score -1.729931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163431 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -17299300.000000 Penalty: 5960.245117
	Iteration 130Q: 3 clusters Score -1.72993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17299302.000000 Penalty: 5960.245117
	Iteration 131Q: 3 clusters Score -1.72993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163435 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -17299318.000000 Penalty: 5960.245117
	Iteration 132Q: 3 clusters Score -1.729932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163434 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -17299320.000000 Penalty: 5960.245117
	Iteration 133Q: 3 clusters Score -1.729932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17299312.000000 Penalty: 5960.245117
	Iteration 134Q: 3 clusters Score -1.729931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -17299312.000000 Penalty: 5960.245117
	Iteration 135F: 3 clusters Score -1.729931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215363 members 
Entering Unmasked Estep 
Score: -22526896.000000 Penalty: 3045.459717
	Iteration 0F: 2 clusters Score -2.25269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -22389978.000000 Penalty: 6090.919434
	Iteration 0F: 3 clusters Score -2.238998e+07 nChanged 103531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -22450618.000000 Penalty: 6090.919434
	Iteration 1F: 3 clusters Score -2.245062e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -22451442.000000 Penalty: 6090.919434
	Iteration 2Q: 3 clusters Score -2.245144e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -22452648.000000 Penalty: 6090.919434
	Iteration 3Q: 3 clusters Score -2.245265e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122317 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -22454310.000000 Penalty: 6090.919434
	Iteration 4Q: 3 clusters Score -2.245431e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130423 members 
Mstep: Class 2 contains 84940 members 
Entering Unmasked Estep 
Score: -22457490.000000 Penalty: 6090.919434
	Iteration 5Q: 3 clusters Score -2.245749e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142198 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -22463884.000000 Penalty: 6090.919434
	Iteration 6F: 3 clusters Score -2.246388e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -22475300.000000 Penalty: 6090.919434
	Iteration 7F: 3 clusters Score -2.24753e+07 nChanged 19122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177493 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -22491802.000000 Penalty: 6090.919434
	Iteration 8F: 3 clusters Score -2.24918e+07 nChanged 18019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195512 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -22509460.000000 Penalty: 6090.919434
	Iteration 9F: 3 clusters Score -2.250946e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207454 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -22518742.000000 Penalty: 6090.919434
	Iteration 10F: 3 clusters Score -2.251874e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212699 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -22522124.000000 Penalty: 6090.919434
	Iteration 11Q: 3 clusters Score -2.252212e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22523422.000000 Penalty: 6090.919434
	Iteration 12Q: 3 clusters Score -2.252342e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214853 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -22523834.000000 Penalty: 6090.919434
	Iteration 13Q: 3 clusters Score -2.252383e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214995 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22523996.000000 Penalty: 6090.919434
	Iteration 14Q: 3 clusters Score -2.2524e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215037 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22524072.000000 Penalty: 6090.919434
	Iteration 15Q: 3 clusters Score -2.252407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215057 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22524114.000000 Penalty: 6090.919434
	Iteration 16Q: 3 clusters Score -2.252411e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215072 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22524132.000000 Penalty: 6090.919434
	Iteration 17Q: 3 clusters Score -2.252413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215077 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22524158.000000 Penalty: 6090.919434
	Iteration 18Q: 3 clusters Score -2.252416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215082 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22524160.000000 Penalty: 6090.919434
	Iteration 19Q: 3 clusters Score -2.252416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215087 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22524168.000000 Penalty: 6090.919434
	Iteration 20F: 3 clusters Score -2.252417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215090 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22524174.000000 Penalty: 6090.919434
	Iteration 21Q: 3 clusters Score -2.252417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215091 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -22524176.000000 Penalty: 6090.919434
	Iteration 22Q: 3 clusters Score -2.252418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215092 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22524186.000000 Penalty: 6090.919434
	Iteration 23Q: 3 clusters Score -2.252419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215094 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -22524190.000000 Penalty: 6090.919434
	Iteration 24Q: 3 clusters Score -2.252419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215097 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -22524196.000000 Penalty: 6090.919434
	Iteration 25Q: 3 clusters Score -2.25242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215096 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22524196.000000 Penalty: 6090.919434
	Iteration 26Q: 3 clusters Score -2.25242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215096 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22524196.000000 Penalty: 6090.919434
	Iteration 27F: 3 clusters Score -2.25242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -353640.093750 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -353640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -350036.156250 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -350036.2 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -350868.125000 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -350868.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -351163.937500 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -351163.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -351344.375000 Penalty: 4054.652588
	Iteration 3F: 3 clusters Score -351344.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -351473.093750 Penalty: 4054.652588
	Iteration 4F: 3 clusters Score -351473.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -351575.718750 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -351575.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -351684.812500 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -351684.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -351776.093750 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -351776.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -351842.250000 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -351842.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -351898.375000 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -351898.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -351947.375000 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -351947.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -351999.625000 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -351999.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -352025.687500 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -352025.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -352049.062500 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -352049.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -352069.750000 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -352069.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -352091.937500 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -352091.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -352102.562500 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -352102.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -352115.437500 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -352115.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -352121.343750 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -352121.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -352123.531250 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -352123.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -352126.812500 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -352126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -352130.281250 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -352130.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -352132.718750 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -352132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -352135.750000 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -352135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -352140.281250 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -352140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -352144.375000 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -352144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -352145.687500 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -352145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -352147.625000 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -352147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -352150.843750 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -352150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -352152.437500 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -352152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -352154.250000 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -352154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -352154.937500 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -352154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -352154.937500 Penalty: 4054.652588
	Iteration 32F: 3 clusters Score -352154.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137170 members 
Entering Unmasked Estep 
Score: -14367321.000000 Penalty: 2933.586182
	Iteration 0F: 2 clusters Score -1.436732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -14275779.000000 Penalty: 5867.172363
	Iteration 0F: 3 clusters Score -1.427578e+07 nChanged 65298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -14314142.000000 Penalty: 5867.172363
	Iteration 1F: 3 clusters Score -1.431414e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -14315588.000000 Penalty: 5867.172363
	Iteration 2Q: 3 clusters Score -1.431559e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 74036 members 
Entering Unmasked Estep 
Score: -14317632.000000 Penalty: 5867.172363
	Iteration 3Q: 3 clusters Score -1.431763e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -14320478.000000 Penalty: 5867.172363
	Iteration 4Q: 3 clusters Score -1.432048e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -14324652.000000 Penalty: 5867.172363
	Iteration 5F: 3 clusters Score -1.432465e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -14331131.000000 Penalty: 5867.172363
	Iteration 6F: 3 clusters Score -1.433113e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 94070 members 
Entering Unmasked Estep 
Score: -14339248.000000 Penalty: 5867.172363
	Iteration 7F: 3 clusters Score -1.433925e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -14346763.000000 Penalty: 5867.172363
	Iteration 8F: 3 clusters Score -1.434676e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -14352313.000000 Penalty: 5867.172363
	Iteration 9F: 3 clusters Score -1.435231e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 106715 members 
Entering Unmasked Estep 
Score: -14355669.000000 Penalty: 5867.172363
	Iteration 10Q: 3 clusters Score -1.435567e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -14357660.000000 Penalty: 5867.172363
	Iteration 11Q: 3 clusters Score -1.435766e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -14359008.000000 Penalty: 5867.172363
	Iteration 12Q: 3 clusters Score -1.435901e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 112341 members 
Entering Unmasked Estep 
Score: -14360223.000000 Penalty: 5867.172363
	Iteration 13Q: 3 clusters Score -1.436022e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
Score: -14361218.000000 Penalty: 5867.172363
	Iteration 14Q: 3 clusters Score -1.436122e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 115159 members 
Entering Unmasked Estep 
Score: -14361977.000000 Penalty: 5867.172363
	Iteration 15Q: 3 clusters Score -1.436198e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 116277 members 
Entering Unmasked Estep 
Score: -14362508.000000 Penalty: 5867.172363
	Iteration 16Q: 3 clusters Score -1.436251e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 117287 members 
Entering Unmasked Estep 
Score: -14362887.000000 Penalty: 5867.172363
	Iteration 17Q: 3 clusters Score -1.436289e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -14363141.000000 Penalty: 5867.172363
	Iteration 18Q: 3 clusters Score -1.436314e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 118967 members 
Entering Unmasked Estep 
Score: -14363342.000000 Penalty: 5867.172363
	Iteration 19Q: 3 clusters Score -1.436334e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -14363476.000000 Penalty: 5867.172363
	Iteration 20F: 3 clusters Score -1.436348e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
Score: -14363638.000000 Penalty: 5867.172363
	Iteration 21Q: 3 clusters Score -1.436364e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 121006 members 
Entering Unmasked Estep 
Score: -14363734.000000 Penalty: 5867.172363
	Iteration 22Q: 3 clusters Score -1.436373e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 121605 members 
Entering Unmasked Estep 
Score: -14363826.000000 Penalty: 5867.172363
	Iteration 23Q: 3 clusters Score -1.436383e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 122148 members 
Entering Unmasked Estep 
Score: -14364001.000000 Penalty: 5867.172363
	Iteration 24Q: 3 clusters Score -1.4364e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 122662 members 
Entering Unmasked Estep 
Score: -14364050.000000 Penalty: 5867.172363
	Iteration 25Q: 3 clusters Score -1.436405e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 123122 members 
Entering Unmasked Estep 
Score: -14364141.000000 Penalty: 5867.172363
	Iteration 26Q: 3 clusters Score -1.436414e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 123558 members 
Entering Unmasked Estep 
Score: -14364213.000000 Penalty: 5867.172363
	Iteration 27Q: 3 clusters Score -1.436421e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 123963 members 
Entering Unmasked Estep 
Score: -14364250.000000 Penalty: 5867.172363
	Iteration 28Q: 3 clusters Score -1.436425e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -14364250.000000 Penalty: 5867.172363
	Iteration 29Q: 3 clusters Score -1.436425e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 124690 members 
Entering Unmasked Estep 
Score: -14364304.000000 Penalty: 5867.172363
	Iteration 30Q: 3 clusters Score -1.43643e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 125027 members 
Entering Unmasked Estep 
Score: -14364352.000000 Penalty: 5867.172363
	Iteration 31Q: 3 clusters Score -1.436435e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 125383 members 
Entering Unmasked Estep 
Score: -14364397.000000 Penalty: 5867.172363
	Iteration 32Q: 3 clusters Score -1.43644e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 125722 members 
Entering Unmasked Estep 
Score: -14364440.000000 Penalty: 5867.172363
	Iteration 33Q: 3 clusters Score -1.436444e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 126029 members 
Entering Unmasked Estep 
Score: -14364466.000000 Penalty: 5867.172363
	Iteration 34Q: 3 clusters Score -1.436447e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -14364546.000000 Penalty: 5867.172363
	Iteration 35Q: 3 clusters Score -1.436455e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 126616 members 
Entering Unmasked Estep 
Score: -14364604.000000 Penalty: 5867.172363
	Iteration 36Q: 3 clusters Score -1.43646e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 126871 members 
Entering Unmasked Estep 
Score: -14364603.000000 Penalty: 5867.172363
	Iteration 37Q: 3 clusters Score -1.43646e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 127126 members 
Entering Unmasked Estep 
Score: -14364605.000000 Penalty: 5867.172363
	Iteration 38Q: 3 clusters Score -1.43646e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 127369 members 
Entering Unmasked Estep 
Score: -14364689.000000 Penalty: 5867.172363
	Iteration 39Q: 3 clusters Score -1.436469e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 127620 members 
Entering Unmasked Estep 
Score: -14364735.000000 Penalty: 5867.172363
	Iteration 40F: 3 clusters Score -1.436474e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -14364784.000000 Penalty: 5867.172363
	Iteration 41Q: 3 clusters Score -1.436478e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 128146 members 
Entering Unmasked Estep 
Score: -14364828.000000 Penalty: 5867.172363
	Iteration 42Q: 3 clusters Score -1.436483e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -14364800.000000 Penalty: 5867.172363
	Iteration 43Q: 3 clusters Score -1.43648e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 128663 members 
Entering Unmasked Estep 
Score: -14364824.000000 Penalty: 5867.172363
	Iteration 44Q: 3 clusters Score -1.436482e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 128899 members 
Entering Unmasked Estep 
Score: -14364829.000000 Penalty: 5867.172363
	Iteration 45Q: 3 clusters Score -1.436483e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 129152 members 
Entering Unmasked Estep 
Score: -14364853.000000 Penalty: 5867.172363
	Iteration 46Q: 3 clusters Score -1.436485e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -14364907.000000 Penalty: 5867.172363
	Iteration 47Q: 3 clusters Score -1.436491e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 129549 members 
Entering Unmasked Estep 
Score: -14364930.000000 Penalty: 5867.172363
	Iteration 48Q: 3 clusters Score -1.436493e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 129719 members 
Entering Unmasked Estep 
Score: -14364913.000000 Penalty: 5867.172363
	Iteration 49Q: 3 clusters Score -1.436491e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 129877 members 
Entering Unmasked Estep 
Score: -14364938.000000 Penalty: 5867.172363
	Iteration 50Q: 3 clusters Score -1.436494e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 130027 members 
Entering Unmasked Estep 
Score: -14364923.000000 Penalty: 5867.172363
	Iteration 51Q: 3 clusters Score -1.436492e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 130181 members 
Entering Unmasked Estep 
Score: -14364963.000000 Penalty: 5867.172363
	Iteration 52Q: 3 clusters Score -1.436496e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 130338 members 
Entering Unmasked Estep 
Score: -14364968.000000 Penalty: 5867.172363
	Iteration 53Q: 3 clusters Score -1.436497e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -14364977.000000 Penalty: 5867.172363
	Iteration 54Q: 3 clusters Score -1.436498e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 130614 members 
Entering Unmasked Estep 
Score: -14365013.000000 Penalty: 5867.172363
	Iteration 55Q: 3 clusters Score -1.436501e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 130746 members 
Entering Unmasked Estep 
Score: -14365033.000000 Penalty: 5867.172363
	Iteration 56Q: 3 clusters Score -1.436503e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 130867 members 
Entering Unmasked Estep 
Score: -14365048.000000 Penalty: 5867.172363
	Iteration 57Q: 3 clusters Score -1.436505e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 130994 members 
Entering Unmasked Estep 
Score: -14365060.000000 Penalty: 5867.172363
	Iteration 58Q: 3 clusters Score -1.436506e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -14365064.000000 Penalty: 5867.172363
	Iteration 59Q: 3 clusters Score -1.436506e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 131235 members 
Entering Unmasked Estep 
Score: -14365080.000000 Penalty: 5867.172363
	Iteration 60F: 3 clusters Score -1.436508e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 131345 members 
Entering Unmasked Estep 
Score: -14365054.000000 Penalty: 5867.172363
	Iteration 61Q: 3 clusters Score -1.436505e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 131446 members 
Entering Unmasked Estep 
Score: -14365040.000000 Penalty: 5867.172363
	Iteration 62Q: 3 clusters Score -1.436504e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 131545 members 
Entering Unmasked Estep 
Score: -14365085.000000 Penalty: 5867.172363
	Iteration 63Q: 3 clusters Score -1.436508e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 131624 members 
Entering Unmasked Estep 
Score: -14365106.000000 Penalty: 5867.172363
	Iteration 64Q: 3 clusters Score -1.436511e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 131703 members 
Entering Unmasked Estep 
Score: -14365121.000000 Penalty: 5867.172363
	Iteration 65Q: 3 clusters Score -1.436512e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 131779 members 
Entering Unmasked Estep 
Score: -14365150.000000 Penalty: 5867.172363
	Iteration 66Q: 3 clusters Score -1.436515e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 131855 members 
Entering Unmasked Estep 
Score: -14365190.000000 Penalty: 5867.172363
	Iteration 67Q: 3 clusters Score -1.436519e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 131936 members 
Entering Unmasked Estep 
Score: -14365181.000000 Penalty: 5867.172363
	Iteration 68Q: 3 clusters Score -1.436518e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 132007 members 
Entering Unmasked Estep 
Score: -14365204.000000 Penalty: 5867.172363
	Iteration 69Q: 3 clusters Score -1.43652e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 132077 members 
Entering Unmasked Estep 
Score: -14365197.000000 Penalty: 5867.172363
	Iteration 70Q: 3 clusters Score -1.43652e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 132143 members 
Entering Unmasked Estep 
Score: -14365216.000000 Penalty: 5867.172363
	Iteration 71Q: 3 clusters Score -1.436522e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 132209 members 
Entering Unmasked Estep 
Score: -14365207.000000 Penalty: 5867.172363
	Iteration 72Q: 3 clusters Score -1.436521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 132266 members 
Entering Unmasked Estep 
Score: -14365211.000000 Penalty: 5867.172363
	Iteration 73Q: 3 clusters Score -1.436521e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 132308 members 
Entering Unmasked Estep 
Score: -14365207.000000 Penalty: 5867.172363
	Iteration 74Q: 3 clusters Score -1.436521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 132354 members 
Entering Unmasked Estep 
Score: -14365202.000000 Penalty: 5867.172363
	Iteration 75Q: 3 clusters Score -1.43652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 132395 members 
Entering Unmasked Estep 
Score: -14365202.000000 Penalty: 5867.172363
	Iteration 76Q: 3 clusters Score -1.43652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 132429 members 
Entering Unmasked Estep 
Score: -14365194.000000 Penalty: 5867.172363
	Iteration 77Q: 3 clusters Score -1.436519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 132467 members 
Entering Unmasked Estep 
Score: -14365219.000000 Penalty: 5867.172363
	Iteration 78Q: 3 clusters Score -1.436522e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 132511 members 
Entering Unmasked Estep 
Score: -14365234.000000 Penalty: 5867.172363
	Iteration 79Q: 3 clusters Score -1.436523e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -14365242.000000 Penalty: 5867.172363
	Iteration 80F: 3 clusters Score -1.436524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 132589 members 
Entering Unmasked Estep 
Score: -14365272.000000 Penalty: 5867.172363
	Iteration 81Q: 3 clusters Score -1.436527e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 132627 members 
Entering Unmasked Estep 
Score: -14365269.000000 Penalty: 5867.172363
	Iteration 82Q: 3 clusters Score -1.436527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 132659 members 
Entering Unmasked Estep 
Score: -14365276.000000 Penalty: 5867.172363
	Iteration 83Q: 3 clusters Score -1.436528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 132690 members 
Entering Unmasked Estep 
Score: -14365269.000000 Penalty: 5867.172363
	Iteration 84Q: 3 clusters Score -1.436527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 132728 members 
Entering Unmasked Estep 
Score: -14365286.000000 Penalty: 5867.172363
	Iteration 85Q: 3 clusters Score -1.436529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 132767 members 
Entering Unmasked Estep 
Score: -14365285.000000 Penalty: 5867.172363
	Iteration 86Q: 3 clusters Score -1.436528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 132804 members 
Entering Unmasked Estep 
Score: -14365289.000000 Penalty: 5867.172363
	Iteration 87Q: 3 clusters Score -1.436529e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -14365279.000000 Penalty: 5867.172363
	Iteration 88Q: 3 clusters Score -1.436528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 132873 members 
Entering Unmasked Estep 
Score: -14365275.000000 Penalty: 5867.172363
	Iteration 89Q: 3 clusters Score -1.436528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 132907 members 
Entering Unmasked Estep 
Score: -14365284.000000 Penalty: 5867.172363
	Iteration 90Q: 3 clusters Score -1.436528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 132943 members 
Entering Unmasked Estep 
Score: -14365275.000000 Penalty: 5867.172363
	Iteration 91Q: 3 clusters Score -1.436528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 132979 members 
Entering Unmasked Estep 
Score: -14365268.000000 Penalty: 5867.172363
	Iteration 92Q: 3 clusters Score -1.436527e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 133013 members 
Entering Unmasked Estep 
Score: -14365230.000000 Penalty: 5867.172363
	Iteration 93Q: 3 clusters Score -1.436523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 133038 members 
Entering Unmasked Estep 
Score: -14365241.000000 Penalty: 5867.172363
	Iteration 94Q: 3 clusters Score -1.436524e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 133060 members 
Entering Unmasked Estep 
Score: -14365250.000000 Penalty: 5867.172363
	Iteration 95Q: 3 clusters Score -1.436525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 133082 members 
Entering Unmasked Estep 
Score: -14365266.000000 Penalty: 5867.172363
	Iteration 96Q: 3 clusters Score -1.436527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 133099 members 
Entering Unmasked Estep 
Score: -14365280.000000 Penalty: 5867.172363
	Iteration 97Q: 3 clusters Score -1.436528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 133118 members 
Entering Unmasked Estep 
Score: -14365266.000000 Penalty: 5867.172363
	Iteration 98Q: 3 clusters Score -1.436527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -14365277.000000 Penalty: 5867.172363
	Iteration 99Q: 3 clusters Score -1.436528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 133165 members 
Entering Unmasked Estep 
Score: -14365278.000000 Penalty: 5867.172363
	Iteration 100F: 3 clusters Score -1.436528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 133181 members 
Entering Unmasked Estep 
Score: -14365289.000000 Penalty: 5867.172363
	Iteration 101Q: 3 clusters Score -1.436529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 133196 members 
Entering Unmasked Estep 
Score: -14365284.000000 Penalty: 5867.172363
	Iteration 102Q: 3 clusters Score -1.436528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 133210 members 
Entering Unmasked Estep 
Score: -14365280.000000 Penalty: 5867.172363
	Iteration 103Q: 3 clusters Score -1.436528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 133226 members 
Entering Unmasked Estep 
Score: -14365291.000000 Penalty: 5867.172363
	Iteration 104Q: 3 clusters Score -1.436529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 133238 members 
Entering Unmasked Estep 
Score: -14365302.000000 Penalty: 5867.172363
	Iteration 105Q: 3 clusters Score -1.43653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -14365299.000000 Penalty: 5867.172363
	Iteration 106Q: 3 clusters Score -1.43653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 133262 members 
Entering Unmasked Estep 
Score: -14365304.000000 Penalty: 5867.172363
	Iteration 107Q: 3 clusters Score -1.43653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 133276 members 
Entering Unmasked Estep 
Score: -14365301.000000 Penalty: 5867.172363
	Iteration 108Q: 3 clusters Score -1.43653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 133291 members 
Entering Unmasked Estep 
Score: -14365324.000000 Penalty: 5867.172363
	Iteration 109Q: 3 clusters Score -1.436532e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 133303 members 
Entering Unmasked Estep 
Score: -14365311.000000 Penalty: 5867.172363
	Iteration 110Q: 3 clusters Score -1.436531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 133319 members 
Entering Unmasked Estep 
Score: -14365310.000000 Penalty: 5867.172363
	Iteration 111Q: 3 clusters Score -1.436531e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -14365311.000000 Penalty: 5867.172363
	Iteration 112Q: 3 clusters Score -1.436531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 133358 members 
Entering Unmasked Estep 
Score: -14365314.000000 Penalty: 5867.172363
	Iteration 113Q: 3 clusters Score -1.436531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 133375 members 
Entering Unmasked Estep 
Score: -14365304.000000 Penalty: 5867.172363
	Iteration 114Q: 3 clusters Score -1.43653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 133388 members 
Entering Unmasked Estep 
Score: -14365331.000000 Penalty: 5867.172363
	Iteration 115Q: 3 clusters Score -1.436533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 133405 members 
Entering Unmasked Estep 
Score: -14365332.000000 Penalty: 5867.172363
	Iteration 116Q: 3 clusters Score -1.436533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 133417 members 
Entering Unmasked Estep 
Score: -14365356.000000 Penalty: 5867.172363
	Iteration 117Q: 3 clusters Score -1.436536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 133429 members 
Entering Unmasked Estep 
Score: -14365363.000000 Penalty: 5867.172363
	Iteration 118Q: 3 clusters Score -1.436536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 133439 members 
Entering Unmasked Estep 
Score: -14365367.000000 Penalty: 5867.172363
	Iteration 119Q: 3 clusters Score -1.436537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 133448 members 
Entering Unmasked Estep 
Score: -14365368.000000 Penalty: 5867.172363
	Iteration 120F: 3 clusters Score -1.436537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 133458 members 
Entering Unmasked Estep 
Score: -14365369.000000 Penalty: 5867.172363
	Iteration 121Q: 3 clusters Score -1.436537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 133468 members 
Entering Unmasked Estep 
Score: -14365375.000000 Penalty: 5867.172363
	Iteration 122Q: 3 clusters Score -1.436538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -14365360.000000 Penalty: 5867.172363
	Iteration 123Q: 3 clusters Score -1.436536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 133487 members 
Entering Unmasked Estep 
Score: -14365365.000000 Penalty: 5867.172363
	Iteration 124Q: 3 clusters Score -1.436536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 133497 members 
Entering Unmasked Estep 
Score: -14365382.000000 Penalty: 5867.172363
	Iteration 125Q: 3 clusters Score -1.436538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 133506 members 
Entering Unmasked Estep 
Score: -14365372.000000 Penalty: 5867.172363
	Iteration 126Q: 3 clusters Score -1.436537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 133511 members 
Entering Unmasked Estep 
Score: -14365367.000000 Penalty: 5867.172363
	Iteration 127Q: 3 clusters Score -1.436537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 133514 members 
Entering Unmasked Estep 
Score: -14365373.000000 Penalty: 5867.172363
	Iteration 128Q: 3 clusters Score -1.436537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 133516 members 
Entering Unmasked Estep 
Score: -14365369.000000 Penalty: 5867.172363
	Iteration 129Q: 3 clusters Score -1.436537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 133517 members 
Entering Unmasked Estep 
Score: -14365373.000000 Penalty: 5867.172363
	Iteration 130Q: 3 clusters Score -1.436537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 133518 members 
Entering Unmasked Estep 
Score: -14365368.000000 Penalty: 5867.172363
	Iteration 131Q: 3 clusters Score -1.436537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 133520 members 
Entering Unmasked Estep 
Score: -14365364.000000 Penalty: 5867.172363
	Iteration 132Q: 3 clusters Score -1.436536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 133522 members 
Entering Unmasked Estep 
Score: -14365370.000000 Penalty: 5867.172363
	Iteration 133Q: 3 clusters Score -1.436537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 133522 members 
Entering Unmasked Estep 
Score: -14365370.000000 Penalty: 5867.172363
	Iteration 134F: 3 clusters Score -1.436537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Entering Unmasked Estep 
Score: -2260629.500000 Penalty: 2470.503906
	Iteration 0F: 2 clusters Score -2260630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2245767.500000 Penalty: 4941.007812
	Iteration 0F: 3 clusters Score -2245768 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2250812.250000 Penalty: 4941.007812
	Iteration 1F: 3 clusters Score -2250812 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2251197.000000 Penalty: 4941.007812
	Iteration 2Q: 3 clusters Score -2251197 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2251520.500000 Penalty: 4941.007812
	Iteration 3Q: 3 clusters Score -2251520 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2251794.750000 Penalty: 4941.007812
	Iteration 4Q: 3 clusters Score -2251795 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2252077.000000 Penalty: 4941.007812
	Iteration 5Q: 3 clusters Score -2252077 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2252379.750000 Penalty: 4941.007812
	Iteration 6Q: 3 clusters Score -2252380 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2252761.500000 Penalty: 4941.007812
	Iteration 7Q: 3 clusters Score -2252762 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2253322.250000 Penalty: 4941.007812
	Iteration 8Q: 3 clusters Score -2253322 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2254101.500000 Penalty: 4941.007812
	Iteration 9F: 3 clusters Score -2254102 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2255151.000000 Penalty: 4941.007812
	Iteration 10F: 3 clusters Score -2255151 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2256252.500000 Penalty: 4941.007812
	Iteration 11F: 3 clusters Score -2256252 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2257163.250000 Penalty: 4941.007812
	Iteration 12Q: 3 clusters Score -2257163 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2257790.750000 Penalty: 4941.007812
	Iteration 13Q: 3 clusters Score -2257791 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2258097.750000 Penalty: 4941.007812
	Iteration 14Q: 3 clusters Score -2258098 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2258244.750000 Penalty: 4941.007812
	Iteration 15Q: 3 clusters Score -2258245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2258336.500000 Penalty: 4941.007812
	Iteration 16Q: 3 clusters Score -2258336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2258380.250000 Penalty: 4941.007812
	Iteration 17Q: 3 clusters Score -2258380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2258405.000000 Penalty: 4941.007812
	Iteration 18Q: 3 clusters Score -2258405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2258425.500000 Penalty: 4941.007812
	Iteration 19Q: 3 clusters Score -2258426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2258443.750000 Penalty: 4941.007812
	Iteration 20F: 3 clusters Score -2258444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2258465.750000 Penalty: 4941.007812
	Iteration 21Q: 3 clusters Score -2258466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2258469.500000 Penalty: 4941.007812
	Iteration 22Q: 3 clusters Score -2258470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2258475.750000 Penalty: 4941.007812
	Iteration 23Q: 3 clusters Score -2258476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2258476.250000 Penalty: 4941.007812
	Iteration 24Q: 3 clusters Score -2258476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2258476.250000 Penalty: 4941.007812
	Iteration 25F: 3 clusters Score -2258476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Entering Unmasked Estep 
Score: -4586964.000000 Penalty: 2657.412598
	Iteration 0F: 2 clusters Score -4586964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -4556436.000000 Penalty: 5314.825195
	Iteration 0F: 3 clusters Score -4556436 nChanged 20798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4567791.500000 Penalty: 5314.825195
	Iteration 1F: 3 clusters Score -4567792 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4568241.000000 Penalty: 5314.825195
	Iteration 2Q: 3 clusters Score -4568241 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4568564.000000 Penalty: 5314.825195
	Iteration 3Q: 3 clusters Score -4568564 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -4568864.500000 Penalty: 5314.825195
	Iteration 4Q: 3 clusters Score -4568864 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -4569068.000000 Penalty: 5314.825195
	Iteration 5Q: 3 clusters Score -4569068 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4569277.000000 Penalty: 5314.825195
	Iteration 6Q: 3 clusters Score -4569277 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4569526.000000 Penalty: 5314.825195
	Iteration 7Q: 3 clusters Score -4569526 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4569760.000000 Penalty: 5314.825195
	Iteration 8Q: 3 clusters Score -4569760 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4570060.000000 Penalty: 5314.825195
	Iteration 9Q: 3 clusters Score -4570060 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4570471.000000 Penalty: 5314.825195
	Iteration 10Q: 3 clusters Score -4570471 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4571074.500000 Penalty: 5314.825195
	Iteration 11Q: 3 clusters Score -4571074 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4571952.500000 Penalty: 5314.825195
	Iteration 12Q: 3 clusters Score -4571952 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4573304.000000 Penalty: 5314.825195
	Iteration 13F: 3 clusters Score -4573304 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -4575222.000000 Penalty: 5314.825195
	Iteration 14F: 3 clusters Score -4575222 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4577503.000000 Penalty: 5314.825195
	Iteration 15F: 3 clusters Score -4577503 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -4579803.000000 Penalty: 5314.825195
	Iteration 16F: 3 clusters Score -4579803 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4581536.500000 Penalty: 5314.825195
	Iteration 17Q: 3 clusters Score -4581536 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4582825.000000 Penalty: 5314.825195
	Iteration 18Q: 3 clusters Score -4582825 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4583748.000000 Penalty: 5314.825195
	Iteration 19Q: 3 clusters Score -4583748 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4584333.000000 Penalty: 5314.825195
	Iteration 20F: 3 clusters Score -4584333 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4584696.500000 Penalty: 5314.825195
	Iteration 21Q: 3 clusters Score -4584696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4584903.500000 Penalty: 5314.825195
	Iteration 22Q: 3 clusters Score -4584904 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4585007.000000 Penalty: 5314.825195
	Iteration 23Q: 3 clusters Score -4585007 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4585124.000000 Penalty: 5314.825195
	Iteration 24Q: 3 clusters Score -4585124 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4585199.500000 Penalty: 5314.825195
	Iteration 25Q: 3 clusters Score -4585200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4585232.500000 Penalty: 5314.825195
	Iteration 26Q: 3 clusters Score -4585232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4585245.500000 Penalty: 5314.825195
	Iteration 27Q: 3 clusters Score -4585246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4585263.000000 Penalty: 5314.825195
	Iteration 28Q: 3 clusters Score -4585263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4585288.000000 Penalty: 5314.825195
	Iteration 29Q: 3 clusters Score -4585288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4585313.000000 Penalty: 5314.825195
	Iteration 30Q: 3 clusters Score -4585313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4585331.000000 Penalty: 5314.825195
	Iteration 31Q: 3 clusters Score -4585331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4585334.000000 Penalty: 5314.825195
	Iteration 32Q: 3 clusters Score -4585334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4585336.500000 Penalty: 5314.825195
	Iteration 33Q: 3 clusters Score -4585336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4585334.000000 Penalty: 5314.825195
	Iteration 34Q: 3 clusters Score -4585334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4585347.000000 Penalty: 5314.825195
	Iteration 35Q: 3 clusters Score -4585347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4585347.000000 Penalty: 5314.825195
	Iteration 36Q: 3 clusters Score -4585347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4585349.500000 Penalty: 5314.825195
	Iteration 37Q: 3 clusters Score -4585350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4585354.000000 Penalty: 5314.825195
	Iteration 38Q: 3 clusters Score -4585354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4585353.500000 Penalty: 5314.825195
	Iteration 39Q: 3 clusters Score -4585354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4585361.500000 Penalty: 5314.825195
	Iteration 40F: 3 clusters Score -4585362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4585365.000000 Penalty: 5314.825195
	Iteration 41Q: 3 clusters Score -4585365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4585364.500000 Penalty: 5314.825195
	Iteration 42Q: 3 clusters Score -4585364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4585362.000000 Penalty: 5314.825195
	Iteration 43Q: 3 clusters Score -4585362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4585361.500000 Penalty: 5314.825195
	Iteration 44Q: 3 clusters Score -4585362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4585363.000000 Penalty: 5314.825195
	Iteration 45Q: 3 clusters Score -4585363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4585362.000000 Penalty: 5314.825195
	Iteration 46Q: 3 clusters Score -4585362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4585362.000000 Penalty: 5314.825195
	Iteration 47F: 3 clusters Score -4585362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Entering Unmasked Estep 
Score: -2999808.750000 Penalty: 2540.667480
	Iteration 0F: 2 clusters Score -2999809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2980353.000000 Penalty: 5081.334961
	Iteration 0F: 3 clusters Score -2980353 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2987429.000000 Penalty: 5081.334961
	Iteration 1F: 3 clusters Score -2987429 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2987969.250000 Penalty: 5081.334961
	Iteration 2F: 3 clusters Score -2987969 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2988510.250000 Penalty: 5081.334961
	Iteration 3Q: 3 clusters Score -2988510 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2989215.750000 Penalty: 5081.334961
	Iteration 4F: 3 clusters Score -2989216 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2990207.000000 Penalty: 5081.334961
	Iteration 5F: 3 clusters Score -2990207 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2991456.750000 Penalty: 5081.334961
	Iteration 6F: 3 clusters Score -2991457 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2992979.750000 Penalty: 5081.334961
	Iteration 7F: 3 clusters Score -2992980 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -2994536.250000 Penalty: 5081.334961
	Iteration 8F: 3 clusters Score -2994536 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2995746.500000 Penalty: 5081.334961
	Iteration 9Q: 3 clusters Score -2995746 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2996406.500000 Penalty: 5081.334961
	Iteration 10Q: 3 clusters Score -2996406 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2996796.500000 Penalty: 5081.334961
	Iteration 11Q: 3 clusters Score -2996796 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -2996998.750000 Penalty: 5081.334961
	Iteration 12Q: 3 clusters Score -2996999 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2997129.250000 Penalty: 5081.334961
	Iteration 13Q: 3 clusters Score -2997129 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2997184.750000 Penalty: 5081.334961
	Iteration 14Q: 3 clusters Score -2997185 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -2997227.250000 Penalty: 5081.334961
	Iteration 15Q: 3 clusters Score -2997227 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -2997264.000000 Penalty: 5081.334961
	Iteration 16Q: 3 clusters Score -2997264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -2997312.250000 Penalty: 5081.334961
	Iteration 17Q: 3 clusters Score -2997312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -2997349.000000 Penalty: 5081.334961
	Iteration 18Q: 3 clusters Score -2997349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -2997402.250000 Penalty: 5081.334961
	Iteration 19Q: 3 clusters Score -2997402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -2997438.500000 Penalty: 5081.334961
	Iteration 20F: 3 clusters Score -2997438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -2997461.250000 Penalty: 5081.334961
	Iteration 21Q: 3 clusters Score -2997461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -2997482.750000 Penalty: 5081.334961
	Iteration 22Q: 3 clusters Score -2997483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -2997500.000000 Penalty: 5081.334961
	Iteration 23Q: 3 clusters Score -2997500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -2997513.250000 Penalty: 5081.334961
	Iteration 24Q: 3 clusters Score -2997513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2997522.000000 Penalty: 5081.334961
	Iteration 25Q: 3 clusters Score -2997522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2997541.500000 Penalty: 5081.334961
	Iteration 26Q: 3 clusters Score -2997542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -2997561.500000 Penalty: 5081.334961
	Iteration 27Q: 3 clusters Score -2997562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -2997569.750000 Penalty: 5081.334961
	Iteration 28Q: 3 clusters Score -2997570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -2997576.500000 Penalty: 5081.334961
	Iteration 29Q: 3 clusters Score -2997576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -2997588.000000 Penalty: 5081.334961
	Iteration 30Q: 3 clusters Score -2997588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -2997599.000000 Penalty: 5081.334961
	Iteration 31Q: 3 clusters Score -2997599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -2997606.500000 Penalty: 5081.334961
	Iteration 32Q: 3 clusters Score -2997606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -2997605.500000 Penalty: 5081.334961
	Iteration 33Q: 3 clusters Score -2997606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -2997611.250000 Penalty: 5081.334961
	Iteration 34Q: 3 clusters Score -2997611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -2997612.250000 Penalty: 5081.334961
	Iteration 35Q: 3 clusters Score -2997612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -2997615.250000 Penalty: 5081.334961
	Iteration 36Q: 3 clusters Score -2997615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -2997623.500000 Penalty: 5081.334961
	Iteration 37Q: 3 clusters Score -2997624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2997627.000000 Penalty: 5081.334961
	Iteration 38Q: 3 clusters Score -2997627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -2997623.750000 Penalty: 5081.334961
	Iteration 39Q: 3 clusters Score -2997624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2997626.750000 Penalty: 5081.334961
	Iteration 40F: 3 clusters Score -2997627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -2997626.500000 Penalty: 5081.334961
	Iteration 41Q: 3 clusters Score -2997626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -2997631.250000 Penalty: 5081.334961
	Iteration 42Q: 3 clusters Score -2997631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -2997631.250000 Penalty: 5081.334961
	Iteration 43Q: 3 clusters Score -2997631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -2997631.500000 Penalty: 5081.334961
	Iteration 44Q: 3 clusters Score -2997632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -2997630.250000 Penalty: 5081.334961
	Iteration 45Q: 3 clusters Score -2997630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -2997630.500000 Penalty: 5081.334961
	Iteration 46Q: 3 clusters Score -2997630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -2997626.750000 Penalty: 5081.334961
	Iteration 47Q: 3 clusters Score -2997627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -2997626.250000 Penalty: 5081.334961
	Iteration 48Q: 3 clusters Score -2997626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -2997631.500000 Penalty: 5081.334961
	Iteration 49Q: 3 clusters Score -2997632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -2997634.500000 Penalty: 5081.334961
	Iteration 50Q: 3 clusters Score -2997634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -2997637.000000 Penalty: 5081.334961
	Iteration 51Q: 3 clusters Score -2997637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -2997637.250000 Penalty: 5081.334961
	Iteration 52Q: 3 clusters Score -2997637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -2997637.750000 Penalty: 5081.334961
	Iteration 53Q: 3 clusters Score -2997638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -2997637.750000 Penalty: 5081.334961
	Iteration 54F: 3 clusters Score -2997638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Entering Unmasked Estep 
Score: -2804615.250000 Penalty: 2523.882080
	Iteration 0F: 2 clusters Score -2804615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2786442.500000 Penalty: 5047.764160
	Iteration 0F: 3 clusters Score -2786442 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2792876.000000 Penalty: 5047.764160
	Iteration 1F: 3 clusters Score -2792876 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2793308.750000 Penalty: 5047.764160
	Iteration 2Q: 3 clusters Score -2793309 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2793687.250000 Penalty: 5047.764160
	Iteration 3Q: 3 clusters Score -2793687 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2794035.750000 Penalty: 5047.764160
	Iteration 4Q: 3 clusters Score -2794036 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2794413.500000 Penalty: 5047.764160
	Iteration 5Q: 3 clusters Score -2794414 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2794923.000000 Penalty: 5047.764160
	Iteration 6Q: 3 clusters Score -2794923 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2795613.000000 Penalty: 5047.764160
	Iteration 7Q: 3 clusters Score -2795613 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2796495.500000 Penalty: 5047.764160
	Iteration 8F: 3 clusters Score -2796496 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2797711.000000 Penalty: 5047.764160
	Iteration 9F: 3 clusters Score -2797711 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2799078.500000 Penalty: 5047.764160
	Iteration 10F: 3 clusters Score -2799078 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2800307.000000 Penalty: 5047.764160
	Iteration 11F: 3 clusters Score -2800307 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2801105.750000 Penalty: 5047.764160
	Iteration 12Q: 3 clusters Score -2801106 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -2801508.250000 Penalty: 5047.764160
	Iteration 13Q: 3 clusters Score -2801508 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2801714.750000 Penalty: 5047.764160
	Iteration 14Q: 3 clusters Score -2801715 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2801830.250000 Penalty: 5047.764160
	Iteration 15Q: 3 clusters Score -2801830 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2801918.000000 Penalty: 5047.764160
	Iteration 16Q: 3 clusters Score -2801918 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2801989.000000 Penalty: 5047.764160
	Iteration 17Q: 3 clusters Score -2801989 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2802048.000000 Penalty: 5047.764160
	Iteration 18Q: 3 clusters Score -2802048 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2802110.250000 Penalty: 5047.764160
	Iteration 19Q: 3 clusters Score -2802110 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2802164.750000 Penalty: 5047.764160
	Iteration 20F: 3 clusters Score -2802165 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2802209.250000 Penalty: 5047.764160
	Iteration 21Q: 3 clusters Score -2802209 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2802248.500000 Penalty: 5047.764160
	Iteration 22Q: 3 clusters Score -2802248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2802281.000000 Penalty: 5047.764160
	Iteration 23Q: 3 clusters Score -2802281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -2802315.750000 Penalty: 5047.764160
	Iteration 24Q: 3 clusters Score -2802316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2802339.750000 Penalty: 5047.764160
	Iteration 25Q: 3 clusters Score -2802340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2802373.250000 Penalty: 5047.764160
	Iteration 26Q: 3 clusters Score -2802373 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2802399.750000 Penalty: 5047.764160
	Iteration 27Q: 3 clusters Score -2802400 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2802410.750000 Penalty: 5047.764160
	Iteration 28Q: 3 clusters Score -2802411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -2802445.000000 Penalty: 5047.764160
	Iteration 29Q: 3 clusters Score -2802445 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2802459.500000 Penalty: 5047.764160
	Iteration 30Q: 3 clusters Score -2802460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -2802471.000000 Penalty: 5047.764160
	Iteration 31Q: 3 clusters Score -2802471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -2802483.250000 Penalty: 5047.764160
	Iteration 32Q: 3 clusters Score -2802483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2802493.500000 Penalty: 5047.764160
	Iteration 33Q: 3 clusters Score -2802494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2802500.000000 Penalty: 5047.764160
	Iteration 34Q: 3 clusters Score -2802500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -2802511.000000 Penalty: 5047.764160
	Iteration 35Q: 3 clusters Score -2802511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -2802514.500000 Penalty: 5047.764160
	Iteration 36Q: 3 clusters Score -2802514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -2802523.500000 Penalty: 5047.764160
	Iteration 37Q: 3 clusters Score -2802524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -2802527.500000 Penalty: 5047.764160
	Iteration 38Q: 3 clusters Score -2802528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2802534.500000 Penalty: 5047.764160
	Iteration 39Q: 3 clusters Score -2802534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2802540.000000 Penalty: 5047.764160
	Iteration 40F: 3 clusters Score -2802540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -2802545.250000 Penalty: 5047.764160
	Iteration 41Q: 3 clusters Score -2802545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2802547.500000 Penalty: 5047.764160
	Iteration 42Q: 3 clusters Score -2802548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -2802548.750000 Penalty: 5047.764160
	Iteration 43Q: 3 clusters Score -2802549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2802548.500000 Penalty: 5047.764160
	Iteration 44Q: 3 clusters Score -2802548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2802549.000000 Penalty: 5047.764160
	Iteration 45Q: 3 clusters Score -2802549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -2802552.500000 Penalty: 5047.764160
	Iteration 46Q: 3 clusters Score -2802552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2802555.250000 Penalty: 5047.764160
	Iteration 47Q: 3 clusters Score -2802555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2802557.750000 Penalty: 5047.764160
	Iteration 48Q: 3 clusters Score -2802558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2802558.500000 Penalty: 5047.764160
	Iteration 49Q: 3 clusters Score -2802558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2802559.000000 Penalty: 5047.764160
	Iteration 50Q: 3 clusters Score -2802559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2802561.000000 Penalty: 5047.764160
	Iteration 51Q: 3 clusters Score -2802561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2802558.500000 Penalty: 5047.764160
	Iteration 52Q: 3 clusters Score -2802558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2802560.750000 Penalty: 5047.764160
	Iteration 53Q: 3 clusters Score -2802561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -2802563.250000 Penalty: 5047.764160
	Iteration 54Q: 3 clusters Score -2802563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -2802561.750000 Penalty: 5047.764160
	Iteration 55Q: 3 clusters Score -2802562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2802566.500000 Penalty: 5047.764160
	Iteration 56Q: 3 clusters Score -2802566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2802566.500000 Penalty: 5047.764160
	Iteration 57F: 3 clusters Score -2802566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Entering Unmasked Estep 
Score: -1431091.750000 Penalty: 2364.991699
	Iteration 0F: 2 clusters Score -1431092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1420932.125000 Penalty: 4729.983398
	Iteration 0F: 3 clusters Score -1420932 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1424154.750000 Penalty: 4729.983398
	Iteration 1F: 3 clusters Score -1424155 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1424628.625000 Penalty: 4729.983398
	Iteration 2F: 3 clusters Score -1424629 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1425181.000000 Penalty: 4729.983398
	Iteration 3F: 3 clusters Score -1425181 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1425837.625000 Penalty: 4729.983398
	Iteration 4F: 3 clusters Score -1425838 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1426667.875000 Penalty: 4729.983398
	Iteration 5F: 3 clusters Score -1426668 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1427524.375000 Penalty: 4729.983398
	Iteration 6F: 3 clusters Score -1427524 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1428307.625000 Penalty: 4729.983398
	Iteration 7F: 3 clusters Score -1428308 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1428946.750000 Penalty: 4729.983398
	Iteration 8F: 3 clusters Score -1428947 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1429403.125000 Penalty: 4729.983398
	Iteration 9Q: 3 clusters Score -1429403 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1429661.250000 Penalty: 4729.983398
	Iteration 10Q: 3 clusters Score -1429661 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1429818.625000 Penalty: 4729.983398
	Iteration 11Q: 3 clusters Score -1429819 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1429929.750000 Penalty: 4729.983398
	Iteration 12Q: 3 clusters Score -1429930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1429993.500000 Penalty: 4729.983398
	Iteration 13Q: 3 clusters Score -1429994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1430035.875000 Penalty: 4729.983398
	Iteration 14Q: 3 clusters Score -1430036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1430069.500000 Penalty: 4729.983398
	Iteration 15Q: 3 clusters Score -1430070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1430097.500000 Penalty: 4729.983398
	Iteration 16Q: 3 clusters Score -1430098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1430109.625000 Penalty: 4729.983398
	Iteration 17Q: 3 clusters Score -1430110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1430122.125000 Penalty: 4729.983398
	Iteration 18Q: 3 clusters Score -1430122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1430128.125000 Penalty: 4729.983398
	Iteration 19Q: 3 clusters Score -1430128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1430129.625000 Penalty: 4729.983398
	Iteration 20F: 3 clusters Score -1430130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1430135.625000 Penalty: 4729.983398
	Iteration 21Q: 3 clusters Score -1430136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1430138.250000 Penalty: 4729.983398
	Iteration 22Q: 3 clusters Score -1430138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1430138.000000 Penalty: 4729.983398
	Iteration 23Q: 3 clusters Score -1430138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1430141.625000 Penalty: 4729.983398
	Iteration 24Q: 3 clusters Score -1430142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1430142.500000 Penalty: 4729.983398
	Iteration 25Q: 3 clusters Score -1430142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1430143.875000 Penalty: 4729.983398
	Iteration 26Q: 3 clusters Score -1430144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1430145.500000 Penalty: 4729.983398
	Iteration 27Q: 3 clusters Score -1430146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1430145.125000 Penalty: 4729.983398
	Iteration 28Q: 3 clusters Score -1430145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1430143.875000 Penalty: 4729.983398
	Iteration 29Q: 3 clusters Score -1430144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1430151.000000 Penalty: 4729.983398
	Iteration 30Q: 3 clusters Score -1430151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1430152.500000 Penalty: 4729.983398
	Iteration 31Q: 3 clusters Score -1430152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1430148.875000 Penalty: 4729.983398
	Iteration 32Q: 3 clusters Score -1430149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1430150.250000 Penalty: 4729.983398
	Iteration 33Q: 3 clusters Score -1430150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1430152.875000 Penalty: 4729.983398
	Iteration 34Q: 3 clusters Score -1430153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1430155.250000 Penalty: 4729.983398
	Iteration 35Q: 3 clusters Score -1430155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1430154.750000 Penalty: 4729.983398
	Iteration 36Q: 3 clusters Score -1430155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1430157.250000 Penalty: 4729.983398
	Iteration 37Q: 3 clusters Score -1430157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1430159.250000 Penalty: 4729.983398
	Iteration 38Q: 3 clusters Score -1430159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1430161.750000 Penalty: 4729.983398
	Iteration 39Q: 3 clusters Score -1430162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1430160.375000 Penalty: 4729.983398
	Iteration 40F: 3 clusters Score -1430160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1430163.250000 Penalty: 4729.983398
	Iteration 41Q: 3 clusters Score -1430163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1430162.125000 Penalty: 4729.983398
	Iteration 42Q: 3 clusters Score -1430162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1430163.125000 Penalty: 4729.983398
	Iteration 43Q: 3 clusters Score -1430163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1430165.375000 Penalty: 4729.983398
	Iteration 44Q: 3 clusters Score -1430165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1430164.250000 Penalty: 4729.983398
	Iteration 45Q: 3 clusters Score -1430164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1430163.500000 Penalty: 4729.983398
	Iteration 46Q: 3 clusters Score -1430164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1430164.125000 Penalty: 4729.983398
	Iteration 47Q: 3 clusters Score -1430164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1430165.250000 Penalty: 4729.983398
	Iteration 48Q: 3 clusters Score -1430165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1430164.125000 Penalty: 4729.983398
	Iteration 49Q: 3 clusters Score -1430164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1430164.125000 Penalty: 4729.983398
	Iteration 50F: 3 clusters Score -1430164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 165483 members 
Mstep: Class 8 contains 215363 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137170 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45043 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26290 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 279Q: 13 clusters Score -7.007334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165478 members 
Mstep: Class 8 contains 215362 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137171 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45043 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26293 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073344.000000 Penalty: 39975.386719
Iteration 280F: 13 clusters Score -7.007334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165475 members 
Mstep: Class 8 contains 215363 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137171 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45042 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26296 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073296.000000 Penalty: 39975.386719
Iteration 281Q: 13 clusters Score -7.00733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165470 members 
Mstep: Class 8 contains 215367 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137169 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45042 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26299 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073312.000000 Penalty: 39975.386719
Iteration 282Q: 13 clusters Score -7.007331e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23065 members 
Mstep: Class 7 contains 165468 members 
Mstep: Class 8 contains 215371 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137170 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45041 members 
Mstep: Class 17 contains 28131 members 
Mstep: Class 19 contains 26300 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073312.000000 Penalty: 39975.386719
Iteration 283Q: 13 clusters Score -7.007331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23065 members 
Mstep: Class 7 contains 165458 members 
Mstep: Class 8 contains 215376 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137171 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45040 members 
Mstep: Class 17 contains 28132 members 
Mstep: Class 19 contains 26304 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073344.000000 Penalty: 39975.386719
Iteration 284Q: 13 clusters Score -7.007334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23066 members 
Mstep: Class 7 contains 165452 members 
Mstep: Class 8 contains 215381 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137171 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45038 members 
Mstep: Class 17 contains 28133 members 
Mstep: Class 19 contains 26305 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073344.000000 Penalty: 39975.386719
Iteration 285Q: 13 clusters Score -7.007334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165447 members 
Mstep: Class 8 contains 215387 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137169 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45036 members 
Mstep: Class 17 contains 28133 members 
Mstep: Class 19 contains 26307 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 286Q: 13 clusters Score -7.007334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165443 members 
Mstep: Class 8 contains 215389 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137168 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45035 members 
Mstep: Class 17 contains 28133 members 
Mstep: Class 19 contains 26311 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073272.000000 Penalty: 39975.386719
Iteration 287Q: 13 clusters Score -7.007327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165439 members 
Mstep: Class 8 contains 215387 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137171 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45036 members 
Mstep: Class 17 contains 28133 members 
Mstep: Class 19 contains 26313 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073256.000000 Penalty: 39975.386719
Iteration 288Q: 13 clusters Score -7.007326e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165436 members 
Mstep: Class 8 contains 215393 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137167 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45035 members 
Mstep: Class 17 contains 28133 members 
Mstep: Class 19 contains 26315 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 289Q: 13 clusters Score -7.007334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165433 members 
Mstep: Class 8 contains 215387 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137169 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45035 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26319 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073336.000000 Penalty: 39975.386719
Iteration 290Q: 13 clusters Score -7.007334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165433 members 
Mstep: Class 8 contains 215383 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137168 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45036 members 
Mstep: Class 17 contains 28135 members 
Mstep: Class 19 contains 26322 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073344.000000 Penalty: 39975.386719
Iteration 291Q: 13 clusters Score -7.007334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23067 members 
Mstep: Class 7 contains 165430 members 
Mstep: Class 8 contains 215382 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137166 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45035 members 
Mstep: Class 17 contains 28138 members 
Mstep: Class 19 contains 26327 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073280.000000 Penalty: 39975.386719
Iteration 292Q: 13 clusters Score -7.007328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 165430 members 
Mstep: Class 8 contains 215386 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137162 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 45033 members 
Mstep: Class 17 contains 28137 members 
Mstep: Class 19 contains 26330 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073296.000000 Penalty: 39975.386719
Iteration 293Q: 13 clusters Score -7.00733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23069 members 
Mstep: Class 7 contains 165427 members 
Mstep: Class 8 contains 215386 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137165 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 45031 members 
Mstep: Class 17 contains 28135 members 
Mstep: Class 19 contains 26333 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073312.000000 Penalty: 39975.386719
Iteration 294Q: 13 clusters Score -7.007331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23070 members 
Mstep: Class 7 contains 165428 members 
Mstep: Class 8 contains 215384 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137166 members 
Mstep: Class 13 contains 21200 members 
Mstep: Class 14 contains 45029 members 
Mstep: Class 17 contains 28136 members 
Mstep: Class 19 contains 26333 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073288.000000 Penalty: 39975.386719
Iteration 295Q: 13 clusters Score -7.007329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23071 members 
Mstep: Class 7 contains 165431 members 
Mstep: Class 8 contains 215382 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137164 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 45028 members 
Mstep: Class 17 contains 28136 members 
Mstep: Class 19 contains 26335 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073232.000000 Penalty: 39975.386719
Iteration 296Q: 13 clusters Score -7.007323e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 165433 members 
Mstep: Class 8 contains 215378 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137162 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 45027 members 
Mstep: Class 17 contains 28137 members 
Mstep: Class 19 contains 26336 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073288.000000 Penalty: 39975.386719
Iteration 297Q: 13 clusters Score -7.007329e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 165429 members 
Mstep: Class 8 contains 215382 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137159 members 
Mstep: Class 13 contains 21203 members 
Mstep: Class 14 contains 45026 members 
Mstep: Class 17 contains 28137 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073272.000000 Penalty: 39975.386719
Iteration 298Q: 13 clusters Score -7.007327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 165424 members 
Mstep: Class 8 contains 215387 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137159 members 
Mstep: Class 13 contains 21205 members 
Mstep: Class 14 contains 45026 members 
Mstep: Class 17 contains 28135 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073288.000000 Penalty: 39975.386719
Iteration 299Q: 13 clusters Score -7.007329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23073 members 
Mstep: Class 7 contains 165423 members 
Mstep: Class 8 contains 215390 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137159 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45024 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073296.000000 Penalty: 39975.386719
Iteration 300F: 13 clusters Score -7.00733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23075 members 
Mstep: Class 7 contains 165422 members 
Mstep: Class 8 contains 215391 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137157 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073272.000000 Penalty: 39975.386719
Iteration 301Q: 13 clusters Score -7.007327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 165421 members 
Mstep: Class 8 contains 215391 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137156 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073288.000000 Penalty: 39975.386719
Iteration 302Q: 13 clusters Score -7.007329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23080 members 
Mstep: Class 7 contains 165423 members 
Mstep: Class 8 contains 215388 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137154 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073272.000000 Penalty: 39975.386719
Iteration 303Q: 13 clusters Score -7.007327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 165423 members 
Mstep: Class 8 contains 215385 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137155 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073288.000000 Penalty: 39975.386719
Iteration 304Q: 13 clusters Score -7.007329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 165424 members 
Mstep: Class 8 contains 215382 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137155 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073280.000000 Penalty: 39975.386719
Iteration 305Q: 13 clusters Score -7.007328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23086 members 
Mstep: Class 7 contains 165423 members 
Mstep: Class 8 contains 215381 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137155 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073296.000000 Penalty: 39975.386719
Iteration 306Q: 13 clusters Score -7.00733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23086 members 
Mstep: Class 7 contains 165423 members 
Mstep: Class 8 contains 215380 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137156 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073280.000000 Penalty: 39975.386719
Iteration 307Q: 13 clusters Score -7.007328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23086 members 
Mstep: Class 7 contains 165425 members 
Mstep: Class 8 contains 215379 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137155 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073288.000000 Penalty: 39975.386719
Iteration 308Q: 13 clusters Score -7.007329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23086 members 
Mstep: Class 7 contains 165427 members 
Mstep: Class 8 contains 215377 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137155 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073304.000000 Penalty: 39975.386719
Iteration 309Q: 13 clusters Score -7.00733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23086 members 
Mstep: Class 7 contains 165430 members 
Mstep: Class 8 contains 215375 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137154 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073304.000000 Penalty: 39975.386719
Iteration 310Q: 13 clusters Score -7.00733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23086 members 
Mstep: Class 7 contains 165431 members 
Mstep: Class 8 contains 215375 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137153 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073304.000000 Penalty: 39975.386719
Iteration 311Q: 13 clusters Score -7.00733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 165430 members 
Mstep: Class 8 contains 215378 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137152 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073304.000000 Penalty: 39975.386719
Iteration 312Q: 13 clusters Score -7.00733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 165431 members 
Mstep: Class 8 contains 215380 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137149 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073296.000000 Penalty: 39975.386719
Iteration 313Q: 13 clusters Score -7.00733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 165431 members 
Mstep: Class 8 contains 215382 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137147 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073304.000000 Penalty: 39975.386719
Iteration 314Q: 13 clusters Score -7.00733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 165430 members 
Mstep: Class 8 contains 215382 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137148 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073304.000000 Penalty: 39975.386719
Iteration 315Q: 13 clusters Score -7.00733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 165430 members 
Mstep: Class 8 contains 215382 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137148 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073304.000000 Penalty: 39975.386719
Iteration 316F: 13 clusters Score -7.00733e+07 nChanged 0
Entering ConstructFrom: 
Score: -70073304.000000 Penalty: 39975.386719
Entering ConstructFrom: 
Trying to split cluster 1 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -170760.703125 Penalty: 1873.084961
	Iteration 0F: 2 clusters Score -170760.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168263.421875 Penalty: 3746.169922
	Iteration 0F: 3 clusters Score -168263.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168861.734375 Penalty: 3746.169922
	Iteration 1F: 3 clusters Score -168861.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -169172.656250 Penalty: 3746.169922
	Iteration 2F: 3 clusters Score -169172.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -169560.546875 Penalty: 3746.169922
	Iteration 3F: 3 clusters Score -169560.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169977.468750 Penalty: 3746.169922
	Iteration 4F: 3 clusters Score -169977.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -170260.531250 Penalty: 3746.169922
	Iteration 5F: 3 clusters Score -170260.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -170464.562500 Penalty: 3746.169922
	Iteration 6Q: 3 clusters Score -170464.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -170582.281250 Penalty: 3746.169922
	Iteration 7Q: 3 clusters Score -170582.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -170672.859375 Penalty: 3746.169922
	Iteration 8Q: 3 clusters Score -170672.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -170722.359375 Penalty: 3746.169922
	Iteration 9Q: 3 clusters Score -170722.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -170798.187500 Penalty: 3746.169922
	Iteration 10Q: 3 clusters Score -170798.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -170917.406250 Penalty: 3746.169922
	Iteration 11Q: 3 clusters Score -170917.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -171097.953125 Penalty: 3746.169922
	Iteration 12Q: 3 clusters Score -171098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -171224.828125 Penalty: 3746.169922
	Iteration 13Q: 3 clusters Score -171224.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -171268.187500 Penalty: 3746.169922
	Iteration 14Q: 3 clusters Score -171268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -171314.750000 Penalty: 3746.169922
	Iteration 15Q: 3 clusters Score -171314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -171343.640625 Penalty: 3746.169922
	Iteration 16Q: 3 clusters Score -171343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -171377.546875 Penalty: 3746.169922
	Iteration 17Q: 3 clusters Score -171377.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -171402.781250 Penalty: 3746.169922
	Iteration 18Q: 3 clusters Score -171402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -171415.796875 Penalty: 3746.169922
	Iteration 19Q: 3 clusters Score -171415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -171443.531250 Penalty: 3746.169922
	Iteration 20F: 3 clusters Score -171443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -171489.875000 Penalty: 3746.169922
	Iteration 21Q: 3 clusters Score -171489.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -171522.984375 Penalty: 3746.169922
	Iteration 22Q: 3 clusters Score -171523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -171535.750000 Penalty: 3746.169922
	Iteration 23Q: 3 clusters Score -171535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171541.921875 Penalty: 3746.169922
	Iteration 24Q: 3 clusters Score -171541.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -171545.562500 Penalty: 3746.169922
	Iteration 25Q: 3 clusters Score -171545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -171558.953125 Penalty: 3746.169922
	Iteration 26Q: 3 clusters Score -171559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -171569.359375 Penalty: 3746.169922
	Iteration 27Q: 3 clusters Score -171569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171573.296875 Penalty: 3746.169922
	Iteration 28Q: 3 clusters Score -171573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171573.671875 Penalty: 3746.169922
	Iteration 29F: 3 clusters Score -171573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -171575.140625 Penalty: 3746.169922
	Iteration 30Q: 3 clusters Score -171575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -171575.140625 Penalty: 3746.169922
	Iteration 31F: 3 clusters Score -171575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 811 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 165430 members 
Mstep: Class 8 contains 215382 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 137148 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 45022 members 
Mstep: Class 17 contains 28134 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 23 contains 13853 members 
Entering Unmasked Estep 
Score: -70072656.000000 Penalty: 43306.667969
Splitting cluster 1 changes total score from -70073304.000000 to -70072656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -74112.226562 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -74112.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72369.898438 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -72369.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72697.789062 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -72697.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73039.273438 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -73039.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73394.210938 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -73394.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -73533.750000 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -73533.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -73639.398438 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -73639.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73731.265625 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -73731.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -73833.468750 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -73833.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -73896.164062 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -73896.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -73939.570312 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -73939.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -73961.382812 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -73961.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -73983.414062 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -73983.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73996.500000 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -73996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -74013.695312 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -74013.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -74030.164062 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -74030.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -74032.304688 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -74032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -74032.304688 Penalty: 3322.340820
	Iteration 16F: 3 clusters Score -74032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Entering Unmasked Estep 
Score: -2453222.750000 Penalty: 2491.640625
	Iteration 0F: 2 clusters Score -2453223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2437042.750000 Penalty: 4983.281250
	Iteration 0F: 3 clusters Score -2437043 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2442605.250000 Penalty: 4983.281250
	Iteration 1F: 3 clusters Score -2442605 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2443048.750000 Penalty: 4983.281250
	Iteration 2Q: 3 clusters Score -2443049 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2443469.750000 Penalty: 4983.281250
	Iteration 3Q: 3 clusters Score -2443470 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2443985.000000 Penalty: 4983.281250
	Iteration 4Q: 3 clusters Score -2443985 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2444570.250000 Penalty: 4983.281250
	Iteration 5Q: 3 clusters Score -2444570 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2445244.000000 Penalty: 4983.281250
	Iteration 6Q: 3 clusters Score -2445244 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2446046.250000 Penalty: 4983.281250
	Iteration 7F: 3 clusters Score -2446046 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2446924.500000 Penalty: 4983.281250
	Iteration 8F: 3 clusters Score -2446924 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2447804.000000 Penalty: 4983.281250
	Iteration 9F: 3 clusters Score -2447804 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2448692.750000 Penalty: 4983.281250
	Iteration 10Q: 3 clusters Score -2448693 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2449453.750000 Penalty: 4983.281250
	Iteration 11Q: 3 clusters Score -2449454 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2450013.000000 Penalty: 4983.281250
	Iteration 12Q: 3 clusters Score -2450013 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2450402.250000 Penalty: 4983.281250
	Iteration 13Q: 3 clusters Score -2450402 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2450625.000000 Penalty: 4983.281250
	Iteration 14Q: 3 clusters Score -2450625 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2450774.500000 Penalty: 4983.281250
	Iteration 15Q: 3 clusters Score -2450774 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2450871.000000 Penalty: 4983.281250
	Iteration 16Q: 3 clusters Score -2450871 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2450927.250000 Penalty: 4983.281250
	Iteration 17Q: 3 clusters Score -2450927 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2450968.250000 Penalty: 4983.281250
	Iteration 18Q: 3 clusters Score -2450968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2450995.500000 Penalty: 4983.281250
	Iteration 19Q: 3 clusters Score -2450996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2451016.250000 Penalty: 4983.281250
	Iteration 20F: 3 clusters Score -2451016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2451028.000000 Penalty: 4983.281250
	Iteration 21Q: 3 clusters Score -2451028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2451042.250000 Penalty: 4983.281250
	Iteration 22Q: 3 clusters Score -2451042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2451060.500000 Penalty: 4983.281250
	Iteration 23Q: 3 clusters Score -2451060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2451070.750000 Penalty: 4983.281250
	Iteration 24Q: 3 clusters Score -2451071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2451079.750000 Penalty: 4983.281250
	Iteration 25Q: 3 clusters Score -2451080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2451082.750000 Penalty: 4983.281250
	Iteration 26Q: 3 clusters Score -2451083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2451081.750000 Penalty: 4983.281250
	Iteration 27Q: 3 clusters Score -2451082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2451083.000000 Penalty: 4983.281250
	Iteration 28Q: 3 clusters Score -2451083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2451082.500000 Penalty: 4983.281250
	Iteration 29Q: 3 clusters Score -2451082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2451085.000000 Penalty: 4983.281250
	Iteration 30Q: 3 clusters Score -2451085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2451086.750000 Penalty: 4983.281250
	Iteration 31Q: 3 clusters Score -2451087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2451091.000000 Penalty: 4983.281250
	Iteration 32Q: 3 clusters Score -2451091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2451092.000000 Penalty: 4983.281250
	Iteration 33Q: 3 clusters Score -2451092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2451090.250000 Penalty: 4983.281250
	Iteration 34Q: 3 clusters Score -2451090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2451091.750000 Penalty: 4983.281250
	Iteration 35Q: 3 clusters Score -2451092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2451095.000000 Penalty: 4983.281250
	Iteration 36Q: 3 clusters Score -2451095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2451095.000000 Penalty: 4983.281250
	Iteration 37F: 3 clusters Score -2451095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165430 members 
Entering Unmasked Estep 
Score: -17294964.000000 Penalty: 2980.043213
	Iteration 0F: 2 clusters Score -1.729496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82997 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -17186430.000000 Penalty: 5960.086426
	Iteration 0F: 3 clusters Score -1.718643e+07 nChanged 79279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -17232258.000000 Penalty: 5960.086426
	Iteration 1F: 3 clusters Score -1.723226e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -17233538.000000 Penalty: 5960.086426
	Iteration 2Q: 3 clusters Score -1.723354e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -17235468.000000 Penalty: 5960.086426
	Iteration 3Q: 3 clusters Score -1.723547e+07 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -17238704.000000 Penalty: 5960.086426
	Iteration 4Q: 3 clusters Score -1.72387e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111506 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -17244868.000000 Penalty: 5960.086426
	Iteration 5F: 3 clusters Score -1.724487e+07 nChanged 13695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125073 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -17255148.000000 Penalty: 5960.086426
	Iteration 6F: 3 clusters Score -1.725515e+07 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140632 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -17269676.000000 Penalty: 5960.086426
	Iteration 7F: 3 clusters Score -1.726968e+07 nChanged 13088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -17282464.000000 Penalty: 5960.086426
	Iteration 8F: 3 clusters Score -1.728246e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160659 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -17289262.000000 Penalty: 5960.086426
	Iteration 9Q: 3 clusters Score -1.728926e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163202 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -17291962.000000 Penalty: 5960.086426
	Iteration 10Q: 3 clusters Score -1.729196e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -17292920.000000 Penalty: 5960.086426
	Iteration 11Q: 3 clusters Score -1.729292e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -17293344.000000 Penalty: 5960.086426
	Iteration 12Q: 3 clusters Score -1.729334e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -17293542.000000 Penalty: 5960.086426
	Iteration 13Q: 3 clusters Score -1.729354e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164254 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -17293650.000000 Penalty: 5960.086426
	Iteration 14Q: 3 clusters Score -1.729365e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -17293668.000000 Penalty: 5960.086426
	Iteration 15Q: 3 clusters Score -1.729367e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -17293698.000000 Penalty: 5960.086426
	Iteration 16Q: 3 clusters Score -1.72937e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164269 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17293720.000000 Penalty: 5960.086426
	Iteration 17Q: 3 clusters Score -1.729372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164266 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -17293726.000000 Penalty: 5960.086426
	Iteration 18Q: 3 clusters Score -1.729373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164269 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -17293722.000000 Penalty: 5960.086426
	Iteration 19Q: 3 clusters Score -1.729372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164264 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -17293736.000000 Penalty: 5960.086426
	Iteration 20F: 3 clusters Score -1.729374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164257 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -17293740.000000 Penalty: 5960.086426
	Iteration 21Q: 3 clusters Score -1.729374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164254 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -17293734.000000 Penalty: 5960.086426
	Iteration 22Q: 3 clusters Score -1.729373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164254 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -17293726.000000 Penalty: 5960.086426
	Iteration 23Q: 3 clusters Score -1.729373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164253 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -17293748.000000 Penalty: 5960.086426
	Iteration 24Q: 3 clusters Score -1.729375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -17293744.000000 Penalty: 5960.086426
	Iteration 25Q: 3 clusters Score -1.729374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -17293768.000000 Penalty: 5960.086426
	Iteration 26Q: 3 clusters Score -1.729377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -17293766.000000 Penalty: 5960.086426
	Iteration 27Q: 3 clusters Score -1.729377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -17293766.000000 Penalty: 5960.086426
	Iteration 28F: 3 clusters Score -1.729377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215382 members 
Entering Unmasked Estep 
Score: -22528814.000000 Penalty: 3045.481689
	Iteration 0F: 2 clusters Score -2.252881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 107829 members 
Entering Unmasked Estep 
Score: -22392156.000000 Penalty: 6090.963379
	Iteration 0F: 3 clusters Score -2.239216e+07 nChanged 103472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104549 members 
Mstep: Class 2 contains 110833 members 
Entering Unmasked Estep 
Score: -22452166.000000 Penalty: 6090.963379
	Iteration 1F: 3 clusters Score -2.245217e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -22453356.000000 Penalty: 6090.963379
	Iteration 2Q: 3 clusters Score -2.245336e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -22454570.000000 Penalty: 6090.963379
	Iteration 3Q: 3 clusters Score -2.245457e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 118139 members 
Entering Unmasked Estep 
Score: -22456036.000000 Penalty: 6090.963379
	Iteration 4Q: 3 clusters Score -2.245604e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -22458008.000000 Penalty: 6090.963379
	Iteration 5Q: 3 clusters Score -2.245801e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 129182 members 
Entering Unmasked Estep 
Score: -22460842.000000 Penalty: 6090.963379
	Iteration 6Q: 3 clusters Score -2.246084e+07 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78099 members 
Mstep: Class 2 contains 137283 members 
Entering Unmasked Estep 
Score: -22465958.000000 Penalty: 6090.963379
	Iteration 7Q: 3 clusters Score -2.246596e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 146615 members 
Entering Unmasked Estep 
Score: -22473326.000000 Penalty: 6090.963379
	Iteration 8F: 3 clusters Score -2.247333e+07 nChanged 12830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -22482990.000000 Penalty: 6090.963379
	Iteration 9F: 3 clusters Score -2.248299e+07 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 163119 members 
Entering Unmasked Estep 
Score: -22493150.000000 Penalty: 6090.963379
	Iteration 10F: 3 clusters Score -2.249315e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -22499894.000000 Penalty: 6090.963379
	Iteration 11Q: 3 clusters Score -2.249989e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 170251 members 
Entering Unmasked Estep 
Score: -22502780.000000 Penalty: 6090.963379
	Iteration 12Q: 3 clusters Score -2.250278e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 172879 members 
Entering Unmasked Estep 
Score: -22504248.000000 Penalty: 6090.963379
	Iteration 13Q: 3 clusters Score -2.250425e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 175487 members 
Entering Unmasked Estep 
Score: -22505388.000000 Penalty: 6090.963379
	Iteration 14Q: 3 clusters Score -2.250539e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 178149 members 
Entering Unmasked Estep 
Score: -22506630.000000 Penalty: 6090.963379
	Iteration 15Q: 3 clusters Score -2.250663e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 180881 members 
Entering Unmasked Estep 
Score: -22507974.000000 Penalty: 6090.963379
	Iteration 16Q: 3 clusters Score -2.250797e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 183651 members 
Entering Unmasked Estep 
Score: -22509336.000000 Penalty: 6090.963379
	Iteration 17Q: 3 clusters Score -2.250934e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 186516 members 
Entering Unmasked Estep 
Score: -22510862.000000 Penalty: 6090.963379
	Iteration 18Q: 3 clusters Score -2.251086e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 189325 members 
Entering Unmasked Estep 
Score: -22512472.000000 Penalty: 6090.963379
	Iteration 19Q: 3 clusters Score -2.251247e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 192042 members 
Entering Unmasked Estep 
Score: -22514248.000000 Penalty: 6090.963379
	Iteration 20F: 3 clusters Score -2.251425e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 194682 members 
Entering Unmasked Estep 
Score: -22515738.000000 Penalty: 6090.963379
	Iteration 21Q: 3 clusters Score -2.251574e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 197230 members 
Entering Unmasked Estep 
Score: -22517316.000000 Penalty: 6090.963379
	Iteration 22Q: 3 clusters Score -2.251732e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 199787 members 
Entering Unmasked Estep 
Score: -22518830.000000 Penalty: 6090.963379
	Iteration 23Q: 3 clusters Score -2.251883e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 202149 members 
Entering Unmasked Estep 
Score: -22519742.000000 Penalty: 6090.963379
	Iteration 24Q: 3 clusters Score -2.251974e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 204229 members 
Entering Unmasked Estep 
Score: -22520500.000000 Penalty: 6090.963379
	Iteration 25Q: 3 clusters Score -2.25205e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 205996 members 
Entering Unmasked Estep 
Score: -22521232.000000 Penalty: 6090.963379
	Iteration 26Q: 3 clusters Score -2.252123e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 207541 members 
Entering Unmasked Estep 
Score: -22521926.000000 Penalty: 6090.963379
	Iteration 27Q: 3 clusters Score -2.252193e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 208864 members 
Entering Unmasked Estep 
Score: -22522748.000000 Penalty: 6090.963379
	Iteration 28Q: 3 clusters Score -2.252275e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 210024 members 
Entering Unmasked Estep 
Score: -22523366.000000 Penalty: 6090.963379
	Iteration 29Q: 3 clusters Score -2.252337e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 210982 members 
Entering Unmasked Estep 
Score: -22523710.000000 Penalty: 6090.963379
	Iteration 30Q: 3 clusters Score -2.252371e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 211801 members 
Entering Unmasked Estep 
Score: -22524176.000000 Penalty: 6090.963379
	Iteration 31Q: 3 clusters Score -2.252418e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 212439 members 
Entering Unmasked Estep 
Score: -22524506.000000 Penalty: 6090.963379
	Iteration 32Q: 3 clusters Score -2.252451e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 212962 members 
Entering Unmasked Estep 
Score: -22524748.000000 Penalty: 6090.963379
	Iteration 33Q: 3 clusters Score -2.252475e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 213353 members 
Entering Unmasked Estep 
Score: -22524964.000000 Penalty: 6090.963379
	Iteration 34Q: 3 clusters Score -2.252496e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 213634 members 
Entering Unmasked Estep 
Score: -22525234.000000 Penalty: 6090.963379
	Iteration 35Q: 3 clusters Score -2.252523e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 213880 members 
Entering Unmasked Estep 
Score: -22525406.000000 Penalty: 6090.963379
	Iteration 36Q: 3 clusters Score -2.252541e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 214085 members 
Entering Unmasked Estep 
Score: -22525536.000000 Penalty: 6090.963379
	Iteration 37Q: 3 clusters Score -2.252554e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 214230 members 
Entering Unmasked Estep 
Score: -22525620.000000 Penalty: 6090.963379
	Iteration 38Q: 3 clusters Score -2.252562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 214339 members 
Entering Unmasked Estep 
Score: -22525682.000000 Penalty: 6090.963379
	Iteration 39Q: 3 clusters Score -2.252568e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 214418 members 
Entering Unmasked Estep 
Score: -22525766.000000 Penalty: 6090.963379
	Iteration 40F: 3 clusters Score -2.252577e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 214466 members 
Entering Unmasked Estep 
Score: -22525778.000000 Penalty: 6090.963379
	Iteration 41Q: 3 clusters Score -2.252578e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 214516 members 
Entering Unmasked Estep 
Score: -22525782.000000 Penalty: 6090.963379
	Iteration 42Q: 3 clusters Score -2.252578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 214557 members 
Entering Unmasked Estep 
Score: -22525850.000000 Penalty: 6090.963379
	Iteration 43Q: 3 clusters Score -2.252585e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 214595 members 
Entering Unmasked Estep 
Score: -22525854.000000 Penalty: 6090.963379
	Iteration 44Q: 3 clusters Score -2.252585e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 214622 members 
Entering Unmasked Estep 
Score: -22525892.000000 Penalty: 6090.963379
	Iteration 45Q: 3 clusters Score -2.252589e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 214643 members 
Entering Unmasked Estep 
Score: -22525912.000000 Penalty: 6090.963379
	Iteration 46Q: 3 clusters Score -2.252591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 214660 members 
Entering Unmasked Estep 
Score: -22525938.000000 Penalty: 6090.963379
	Iteration 47Q: 3 clusters Score -2.252594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 214675 members 
Entering Unmasked Estep 
Score: -22525952.000000 Penalty: 6090.963379
	Iteration 48Q: 3 clusters Score -2.252595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 214688 members 
Entering Unmasked Estep 
Score: -22525968.000000 Penalty: 6090.963379
	Iteration 49Q: 3 clusters Score -2.252597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 214694 members 
Entering Unmasked Estep 
Score: -22525978.000000 Penalty: 6090.963379
	Iteration 50Q: 3 clusters Score -2.252598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 214700 members 
Entering Unmasked Estep 
Score: -22525984.000000 Penalty: 6090.963379
	Iteration 51Q: 3 clusters Score -2.252598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 214703 members 
Entering Unmasked Estep 
Score: -22525990.000000 Penalty: 6090.963379
	Iteration 52Q: 3 clusters Score -2.252599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 214706 members 
Entering Unmasked Estep 
Score: -22525994.000000 Penalty: 6090.963379
	Iteration 53Q: 3 clusters Score -2.252599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 214708 members 
Entering Unmasked Estep 
Score: -22526002.000000 Penalty: 6090.963379
	Iteration 54Q: 3 clusters Score -2.2526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 214710 members 
Entering Unmasked Estep 
Score: -22525988.000000 Penalty: 6090.963379
	Iteration 55Q: 3 clusters Score -2.252599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 214711 members 
Entering Unmasked Estep 
Score: -22525986.000000 Penalty: 6090.963379
	Iteration 56Q: 3 clusters Score -2.252599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 214714 members 
Entering Unmasked Estep 
Score: -22525990.000000 Penalty: 6090.963379
	Iteration 57Q: 3 clusters Score -2.252599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 214719 members 
Entering Unmasked Estep 
Score: -22525998.000000 Penalty: 6090.963379
	Iteration 58Q: 3 clusters Score -2.2526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 214721 members 
Entering Unmasked Estep 
Score: -22525992.000000 Penalty: 6090.963379
	Iteration 59Q: 3 clusters Score -2.252599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 214722 members 
Entering Unmasked Estep 
Score: -22525982.000000 Penalty: 6090.963379
	Iteration 60F: 3 clusters Score -2.252598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 214721 members 
Entering Unmasked Estep 
Score: -22525986.000000 Penalty: 6090.963379
	Iteration 61Q: 3 clusters Score -2.252599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 214721 members 
Entering Unmasked Estep 
Score: -22525986.000000 Penalty: 6090.963379
	Iteration 62F: 3 clusters Score -2.252599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Entering Unmasked Estep 
Score: -353640.093750 Penalty: 2027.326294
	Iteration 0F: 2 clusters Score -353640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -350014.437500 Penalty: 4054.652588
	Iteration 0F: 3 clusters Score -350014.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -350737.593750 Penalty: 4054.652588
	Iteration 1F: 3 clusters Score -350737.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -350917.968750 Penalty: 4054.652588
	Iteration 2F: 3 clusters Score -350918 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -351038.031250 Penalty: 4054.652588
	Iteration 3Q: 3 clusters Score -351038 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -351124.343750 Penalty: 4054.652588
	Iteration 4Q: 3 clusters Score -351124.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -351197.687500 Penalty: 4054.652588
	Iteration 5Q: 3 clusters Score -351197.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -351285.656250 Penalty: 4054.652588
	Iteration 6Q: 3 clusters Score -351285.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -351375.875000 Penalty: 4054.652588
	Iteration 7Q: 3 clusters Score -351375.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -351459.750000 Penalty: 4054.652588
	Iteration 8Q: 3 clusters Score -351459.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -351524.437500 Penalty: 4054.652588
	Iteration 9Q: 3 clusters Score -351524.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -351574.031250 Penalty: 4054.652588
	Iteration 10Q: 3 clusters Score -351574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -351607.281250 Penalty: 4054.652588
	Iteration 11Q: 3 clusters Score -351607.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -351631.281250 Penalty: 4054.652588
	Iteration 12Q: 3 clusters Score -351631.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -351654.125000 Penalty: 4054.652588
	Iteration 13Q: 3 clusters Score -351654.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -351676.406250 Penalty: 4054.652588
	Iteration 14Q: 3 clusters Score -351676.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -351695.562500 Penalty: 4054.652588
	Iteration 15Q: 3 clusters Score -351695.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -351711.468750 Penalty: 4054.652588
	Iteration 16Q: 3 clusters Score -351711.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -351727.093750 Penalty: 4054.652588
	Iteration 17Q: 3 clusters Score -351727.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -351747.562500 Penalty: 4054.652588
	Iteration 18Q: 3 clusters Score -351747.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -351758.125000 Penalty: 4054.652588
	Iteration 19Q: 3 clusters Score -351758.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -351768.843750 Penalty: 4054.652588
	Iteration 20F: 3 clusters Score -351768.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -351777.437500 Penalty: 4054.652588
	Iteration 21Q: 3 clusters Score -351777.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -351786.093750 Penalty: 4054.652588
	Iteration 22Q: 3 clusters Score -351786.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -351793.437500 Penalty: 4054.652588
	Iteration 23Q: 3 clusters Score -351793.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -351803.968750 Penalty: 4054.652588
	Iteration 24Q: 3 clusters Score -351804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -351813.468750 Penalty: 4054.652588
	Iteration 25Q: 3 clusters Score -351813.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -351825.968750 Penalty: 4054.652588
	Iteration 26Q: 3 clusters Score -351826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -351834.781250 Penalty: 4054.652588
	Iteration 27Q: 3 clusters Score -351834.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -351843.031250 Penalty: 4054.652588
	Iteration 28Q: 3 clusters Score -351843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -351853.906250 Penalty: 4054.652588
	Iteration 29Q: 3 clusters Score -351853.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -351865.281250 Penalty: 4054.652588
	Iteration 30Q: 3 clusters Score -351865.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -351871.593750 Penalty: 4054.652588
	Iteration 31Q: 3 clusters Score -351871.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -351879.687500 Penalty: 4054.652588
	Iteration 32Q: 3 clusters Score -351879.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -351887.437500 Penalty: 4054.652588
	Iteration 33Q: 3 clusters Score -351887.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -351891.000000 Penalty: 4054.652588
	Iteration 34Q: 3 clusters Score -351891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -351892.593750 Penalty: 4054.652588
	Iteration 35Q: 3 clusters Score -351892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -351894.906250 Penalty: 4054.652588
	Iteration 36Q: 3 clusters Score -351894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -351898.281250 Penalty: 4054.652588
	Iteration 37Q: 3 clusters Score -351898.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -351899.656250 Penalty: 4054.652588
	Iteration 38Q: 3 clusters Score -351899.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -351903.156250 Penalty: 4054.652588
	Iteration 39Q: 3 clusters Score -351903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -351906.000000 Penalty: 4054.652588
	Iteration 40F: 3 clusters Score -351906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -351909.156250 Penalty: 4054.652588
	Iteration 41Q: 3 clusters Score -351909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -351911.187500 Penalty: 4054.652588
	Iteration 42Q: 3 clusters Score -351911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -351912.718750 Penalty: 4054.652588
	Iteration 43Q: 3 clusters Score -351912.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -351912.718750 Penalty: 4054.652588
	Iteration 44F: 3 clusters Score -351912.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137148 members 
Entering Unmasked Estep 
Score: -14365072.000000 Penalty: 2933.546143
	Iteration 0F: 2 clusters Score -1.436507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -14273958.000000 Penalty: 5867.092285
	Iteration 0F: 3 clusters Score -1.427396e+07 nChanged 65215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -14312624.000000 Penalty: 5867.092285
	Iteration 1F: 3 clusters Score -1.431262e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -14314468.000000 Penalty: 5867.092285
	Iteration 2Q: 3 clusters Score -1.431447e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -14316668.000000 Penalty: 5867.092285
	Iteration 3Q: 3 clusters Score -1.431667e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74330 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -14319935.000000 Penalty: 5867.092285
	Iteration 4Q: 3 clusters Score -1.431994e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -14324509.000000 Penalty: 5867.092285
	Iteration 5F: 3 clusters Score -1.432451e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 56868 members 
Entering Unmasked Estep 
Score: -14330642.000000 Penalty: 5867.092285
	Iteration 6F: 3 clusters Score -1.433064e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -14337653.000000 Penalty: 5867.092285
	Iteration 7F: 3 clusters Score -1.433765e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86413 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -14342862.000000 Penalty: 5867.092285
	Iteration 8F: 3 clusters Score -1.434286e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88449 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -14345535.000000 Penalty: 5867.092285
	Iteration 9Q: 3 clusters Score -1.434554e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -14346474.000000 Penalty: 5867.092285
	Iteration 10Q: 3 clusters Score -1.434647e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -14347088.000000 Penalty: 5867.092285
	Iteration 11Q: 3 clusters Score -1.434709e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -14347733.000000 Penalty: 5867.092285
	Iteration 12Q: 3 clusters Score -1.434773e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -14348235.000000 Penalty: 5867.092285
	Iteration 13Q: 3 clusters Score -1.434824e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97113 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -14348749.000000 Penalty: 5867.092285
	Iteration 14Q: 3 clusters Score -1.434875e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98986 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -14349267.000000 Penalty: 5867.092285
	Iteration 15Q: 3 clusters Score -1.434927e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -14349966.000000 Penalty: 5867.092285
	Iteration 16Q: 3 clusters Score -1.434997e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102961 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -14350659.000000 Penalty: 5867.092285
	Iteration 17Q: 3 clusters Score -1.435066e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105046 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -14351445.000000 Penalty: 5867.092285
	Iteration 18Q: 3 clusters Score -1.435144e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107068 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -14352271.000000 Penalty: 5867.092285
	Iteration 19Q: 3 clusters Score -1.435227e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109166 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -14353366.000000 Penalty: 5867.092285
	Iteration 20F: 3 clusters Score -1.435337e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111172 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -14354415.000000 Penalty: 5867.092285
	Iteration 21Q: 3 clusters Score -1.435442e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113103 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -14355616.000000 Penalty: 5867.092285
	Iteration 22Q: 3 clusters Score -1.435562e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114888 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -14356888.000000 Penalty: 5867.092285
	Iteration 23Q: 3 clusters Score -1.435689e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -14358147.000000 Penalty: 5867.092285
	Iteration 24Q: 3 clusters Score -1.435815e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117827 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -14359135.000000 Penalty: 5867.092285
	Iteration 25Q: 3 clusters Score -1.435914e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -14360119.000000 Penalty: 5867.092285
	Iteration 26Q: 3 clusters Score -1.436012e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119917 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -14360658.000000 Penalty: 5867.092285
	Iteration 27Q: 3 clusters Score -1.436066e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120734 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -14361077.000000 Penalty: 5867.092285
	Iteration 28Q: 3 clusters Score -1.436108e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121464 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -14361437.000000 Penalty: 5867.092285
	Iteration 29Q: 3 clusters Score -1.436144e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122102 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -14361606.000000 Penalty: 5867.092285
	Iteration 30Q: 3 clusters Score -1.436161e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122695 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -14361800.000000 Penalty: 5867.092285
	Iteration 31Q: 3 clusters Score -1.43618e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123211 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -14361898.000000 Penalty: 5867.092285
	Iteration 32Q: 3 clusters Score -1.43619e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123664 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -14361977.000000 Penalty: 5867.092285
	Iteration 33Q: 3 clusters Score -1.436198e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124080 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -14362046.000000 Penalty: 5867.092285
	Iteration 34Q: 3 clusters Score -1.436205e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124478 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -14362084.000000 Penalty: 5867.092285
	Iteration 35Q: 3 clusters Score -1.436208e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124866 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -14362120.000000 Penalty: 5867.092285
	Iteration 36Q: 3 clusters Score -1.436212e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125232 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -14362120.000000 Penalty: 5867.092285
	Iteration 37Q: 3 clusters Score -1.436212e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125576 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -14362165.000000 Penalty: 5867.092285
	Iteration 38Q: 3 clusters Score -1.436216e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125883 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -14362251.000000 Penalty: 5867.092285
	Iteration 39Q: 3 clusters Score -1.436225e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126187 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -14362274.000000 Penalty: 5867.092285
	Iteration 40F: 3 clusters Score -1.436227e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126484 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -14362342.000000 Penalty: 5867.092285
	Iteration 41Q: 3 clusters Score -1.436234e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126756 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -14362396.000000 Penalty: 5867.092285
	Iteration 42Q: 3 clusters Score -1.43624e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127013 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -14362381.000000 Penalty: 5867.092285
	Iteration 43Q: 3 clusters Score -1.436238e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127272 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -14362441.000000 Penalty: 5867.092285
	Iteration 44Q: 3 clusters Score -1.436244e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127531 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -14362500.000000 Penalty: 5867.092285
	Iteration 45Q: 3 clusters Score -1.43625e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127787 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -14362503.000000 Penalty: 5867.092285
	Iteration 46Q: 3 clusters Score -1.43625e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128049 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -14362544.000000 Penalty: 5867.092285
	Iteration 47Q: 3 clusters Score -1.436254e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128315 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -14362581.000000 Penalty: 5867.092285
	Iteration 48Q: 3 clusters Score -1.436258e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128568 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -14362573.000000 Penalty: 5867.092285
	Iteration 49Q: 3 clusters Score -1.436257e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128804 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -14362624.000000 Penalty: 5867.092285
	Iteration 50Q: 3 clusters Score -1.436262e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -14362649.000000 Penalty: 5867.092285
	Iteration 51Q: 3 clusters Score -1.436265e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129259 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -14362667.000000 Penalty: 5867.092285
	Iteration 52Q: 3 clusters Score -1.436267e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129458 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -14362699.000000 Penalty: 5867.092285
	Iteration 53Q: 3 clusters Score -1.43627e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129640 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -14362701.000000 Penalty: 5867.092285
	Iteration 54Q: 3 clusters Score -1.43627e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129796 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -14362679.000000 Penalty: 5867.092285
	Iteration 55Q: 3 clusters Score -1.436268e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129968 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -14362681.000000 Penalty: 5867.092285
	Iteration 56Q: 3 clusters Score -1.436268e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130129 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -14362701.000000 Penalty: 5867.092285
	Iteration 57Q: 3 clusters Score -1.43627e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130291 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -14362724.000000 Penalty: 5867.092285
	Iteration 58Q: 3 clusters Score -1.436272e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130430 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -14362740.000000 Penalty: 5867.092285
	Iteration 59Q: 3 clusters Score -1.436274e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130571 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -14362778.000000 Penalty: 5867.092285
	Iteration 60F: 3 clusters Score -1.436278e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -14362803.000000 Penalty: 5867.092285
	Iteration 61Q: 3 clusters Score -1.43628e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -14362821.000000 Penalty: 5867.092285
	Iteration 62Q: 3 clusters Score -1.436282e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130929 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -14362846.000000 Penalty: 5867.092285
	Iteration 63Q: 3 clusters Score -1.436285e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -14362851.000000 Penalty: 5867.092285
	Iteration 64Q: 3 clusters Score -1.436285e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131182 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -14362842.000000 Penalty: 5867.092285
	Iteration 65Q: 3 clusters Score -1.436284e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131293 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -14362840.000000 Penalty: 5867.092285
	Iteration 66Q: 3 clusters Score -1.436284e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131399 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -14362833.000000 Penalty: 5867.092285
	Iteration 67Q: 3 clusters Score -1.436283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131481 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -14362821.000000 Penalty: 5867.092285
	Iteration 68Q: 3 clusters Score -1.436282e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -14362869.000000 Penalty: 5867.092285
	Iteration 69Q: 3 clusters Score -1.436287e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131653 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -14362889.000000 Penalty: 5867.092285
	Iteration 70Q: 3 clusters Score -1.436289e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131737 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -14362920.000000 Penalty: 5867.092285
	Iteration 71Q: 3 clusters Score -1.436292e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -14362943.000000 Penalty: 5867.092285
	Iteration 72Q: 3 clusters Score -1.436294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131880 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -14362963.000000 Penalty: 5867.092285
	Iteration 73Q: 3 clusters Score -1.436296e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131964 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -14362955.000000 Penalty: 5867.092285
	Iteration 74Q: 3 clusters Score -1.436296e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132042 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -14362952.000000 Penalty: 5867.092285
	Iteration 75Q: 3 clusters Score -1.436295e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132123 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -14362971.000000 Penalty: 5867.092285
	Iteration 76Q: 3 clusters Score -1.436297e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132192 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -14362969.000000 Penalty: 5867.092285
	Iteration 77Q: 3 clusters Score -1.436297e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132249 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -14362986.000000 Penalty: 5867.092285
	Iteration 78Q: 3 clusters Score -1.436299e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132303 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -14363006.000000 Penalty: 5867.092285
	Iteration 79Q: 3 clusters Score -1.436301e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132362 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -14362980.000000 Penalty: 5867.092285
	Iteration 80F: 3 clusters Score -1.436298e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132409 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -14363013.000000 Penalty: 5867.092285
	Iteration 81Q: 3 clusters Score -1.436301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132451 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -14363033.000000 Penalty: 5867.092285
	Iteration 82Q: 3 clusters Score -1.436303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132497 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -14363041.000000 Penalty: 5867.092285
	Iteration 83Q: 3 clusters Score -1.436304e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132535 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -14363031.000000 Penalty: 5867.092285
	Iteration 84Q: 3 clusters Score -1.436303e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132579 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -14363026.000000 Penalty: 5867.092285
	Iteration 85Q: 3 clusters Score -1.436303e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132616 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -14363007.000000 Penalty: 5867.092285
	Iteration 86Q: 3 clusters Score -1.436301e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132643 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -14363023.000000 Penalty: 5867.092285
	Iteration 87Q: 3 clusters Score -1.436302e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132681 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -14363030.000000 Penalty: 5867.092285
	Iteration 88Q: 3 clusters Score -1.436303e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132715 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -14363018.000000 Penalty: 5867.092285
	Iteration 89Q: 3 clusters Score -1.436302e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132749 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -14363047.000000 Penalty: 5867.092285
	Iteration 90Q: 3 clusters Score -1.436305e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132787 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -14363058.000000 Penalty: 5867.092285
	Iteration 91Q: 3 clusters Score -1.436306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132824 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -14363040.000000 Penalty: 5867.092285
	Iteration 92Q: 3 clusters Score -1.436304e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132861 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -14363042.000000 Penalty: 5867.092285
	Iteration 93Q: 3 clusters Score -1.436304e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -14363059.000000 Penalty: 5867.092285
	Iteration 94Q: 3 clusters Score -1.436306e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132956 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -14363083.000000 Penalty: 5867.092285
	Iteration 95Q: 3 clusters Score -1.436308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -14363100.000000 Penalty: 5867.092285
	Iteration 96Q: 3 clusters Score -1.43631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133011 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -14363103.000000 Penalty: 5867.092285
	Iteration 97Q: 3 clusters Score -1.43631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133027 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -14363117.000000 Penalty: 5867.092285
	Iteration 98Q: 3 clusters Score -1.436312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133040 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -14363105.000000 Penalty: 5867.092285
	Iteration 99Q: 3 clusters Score -1.43631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133056 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -14363094.000000 Penalty: 5867.092285
	Iteration 100F: 3 clusters Score -1.436309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133069 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -14363100.000000 Penalty: 5867.092285
	Iteration 101Q: 3 clusters Score -1.43631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133073 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -14363089.000000 Penalty: 5867.092285
	Iteration 102Q: 3 clusters Score -1.436309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -14363104.000000 Penalty: 5867.092285
	Iteration 103Q: 3 clusters Score -1.43631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133090 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -14363089.000000 Penalty: 5867.092285
	Iteration 104Q: 3 clusters Score -1.436309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133098 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -14363098.000000 Penalty: 5867.092285
	Iteration 105Q: 3 clusters Score -1.43631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133113 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -14363073.000000 Penalty: 5867.092285
	Iteration 106Q: 3 clusters Score -1.436307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133130 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -14363079.000000 Penalty: 5867.092285
	Iteration 107Q: 3 clusters Score -1.436308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133153 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -14363095.000000 Penalty: 5867.092285
	Iteration 108Q: 3 clusters Score -1.43631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133169 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -14363105.000000 Penalty: 5867.092285
	Iteration 109Q: 3 clusters Score -1.43631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133189 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -14363098.000000 Penalty: 5867.092285
	Iteration 110Q: 3 clusters Score -1.43631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133211 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -14363089.000000 Penalty: 5867.092285
	Iteration 111Q: 3 clusters Score -1.436309e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133225 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -14363084.000000 Penalty: 5867.092285
	Iteration 112Q: 3 clusters Score -1.436308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133238 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -14363091.000000 Penalty: 5867.092285
	Iteration 113Q: 3 clusters Score -1.436309e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133251 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -14363108.000000 Penalty: 5867.092285
	Iteration 114Q: 3 clusters Score -1.436311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133265 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -14363100.000000 Penalty: 5867.092285
	Iteration 115Q: 3 clusters Score -1.43631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -14363100.000000 Penalty: 5867.092285
	Iteration 116Q: 3 clusters Score -1.43631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -14363083.000000 Penalty: 5867.092285
	Iteration 117Q: 3 clusters Score -1.436308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133302 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -14363092.000000 Penalty: 5867.092285
	Iteration 118Q: 3 clusters Score -1.436309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133313 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -14363094.000000 Penalty: 5867.092285
	Iteration 119Q: 3 clusters Score -1.436309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133326 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -14363108.000000 Penalty: 5867.092285
	Iteration 120F: 3 clusters Score -1.436311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133333 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -14363111.000000 Penalty: 5867.092285
	Iteration 121Q: 3 clusters Score -1.436311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133344 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -14363103.000000 Penalty: 5867.092285
	Iteration 122Q: 3 clusters Score -1.43631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133352 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -14363109.000000 Penalty: 5867.092285
	Iteration 123Q: 3 clusters Score -1.436311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133360 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -14363124.000000 Penalty: 5867.092285
	Iteration 124Q: 3 clusters Score -1.436312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133365 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -14363119.000000 Penalty: 5867.092285
	Iteration 125Q: 3 clusters Score -1.436312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133375 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -14363125.000000 Penalty: 5867.092285
	Iteration 126Q: 3 clusters Score -1.436312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133378 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -14363126.000000 Penalty: 5867.092285
	Iteration 127Q: 3 clusters Score -1.436313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133384 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -14363114.000000 Penalty: 5867.092285
	Iteration 128Q: 3 clusters Score -1.436311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -14363130.000000 Penalty: 5867.092285
	Iteration 129Q: 3 clusters Score -1.436313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133397 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -14363110.000000 Penalty: 5867.092285
	Iteration 130Q: 3 clusters Score -1.436311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133400 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -14363116.000000 Penalty: 5867.092285
	Iteration 131Q: 3 clusters Score -1.436312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133403 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -14363110.000000 Penalty: 5867.092285
	Iteration 132Q: 3 clusters Score -1.436311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133405 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -14363101.000000 Penalty: 5867.092285
	Iteration 133Q: 3 clusters Score -1.43631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133409 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -14363105.000000 Penalty: 5867.092285
	Iteration 134Q: 3 clusters Score -1.43631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133415 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -14363107.000000 Penalty: 5867.092285
	Iteration 135Q: 3 clusters Score -1.436311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133419 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -14363110.000000 Penalty: 5867.092285
	Iteration 136Q: 3 clusters Score -1.436311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133425 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -14363118.000000 Penalty: 5867.092285
	Iteration 137Q: 3 clusters Score -1.436312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133431 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -14363120.000000 Penalty: 5867.092285
	Iteration 138Q: 3 clusters Score -1.436312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133439 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -14363124.000000 Penalty: 5867.092285
	Iteration 139Q: 3 clusters Score -1.436312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133446 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -14363130.000000 Penalty: 5867.092285
	Iteration 140F: 3 clusters Score -1.436313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133454 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -14363133.000000 Penalty: 5867.092285
	Iteration 141Q: 3 clusters Score -1.436313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133467 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -14363121.000000 Penalty: 5867.092285
	Iteration 142Q: 3 clusters Score -1.436312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -14363105.000000 Penalty: 5867.092285
	Iteration 143Q: 3 clusters Score -1.43631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133490 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -14363120.000000 Penalty: 5867.092285
	Iteration 144Q: 3 clusters Score -1.436312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133500 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -14363112.000000 Penalty: 5867.092285
	Iteration 145Q: 3 clusters Score -1.436311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133510 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -14363124.000000 Penalty: 5867.092285
	Iteration 146Q: 3 clusters Score -1.436312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133515 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -14363117.000000 Penalty: 5867.092285
	Iteration 147Q: 3 clusters Score -1.436312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14363127.000000 Penalty: 5867.092285
	Iteration 148Q: 3 clusters Score -1.436313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133528 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -14363120.000000 Penalty: 5867.092285
	Iteration 149Q: 3 clusters Score -1.436312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133539 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -14363128.000000 Penalty: 5867.092285
	Iteration 150Q: 3 clusters Score -1.436313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133548 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -14363111.000000 Penalty: 5867.092285
	Iteration 151Q: 3 clusters Score -1.436311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133557 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -14363100.000000 Penalty: 5867.092285
	Iteration 152Q: 3 clusters Score -1.43631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133566 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -14363122.000000 Penalty: 5867.092285
	Iteration 153Q: 3 clusters Score -1.436312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133569 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -14363112.000000 Penalty: 5867.092285
	Iteration 154Q: 3 clusters Score -1.436311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133570 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -14363119.000000 Penalty: 5867.092285
	Iteration 155Q: 3 clusters Score -1.436312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133570 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -14363119.000000 Penalty: 5867.092285
	Iteration 156F: 3 clusters Score -1.436312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Entering Unmasked Estep 
Score: -2261371.500000 Penalty: 2470.585693
	Iteration 0F: 2 clusters Score -2261372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2246497.750000 Penalty: 4941.171387
	Iteration 0F: 3 clusters Score -2246498 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2251495.750000 Penalty: 4941.171387
	Iteration 1F: 3 clusters Score -2251496 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2251848.750000 Penalty: 4941.171387
	Iteration 2Q: 3 clusters Score -2251849 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2252134.000000 Penalty: 4941.171387
	Iteration 3Q: 3 clusters Score -2252134 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2252471.000000 Penalty: 4941.171387
	Iteration 4Q: 3 clusters Score -2252471 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2252881.500000 Penalty: 4941.171387
	Iteration 5Q: 3 clusters Score -2252882 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2253468.000000 Penalty: 4941.171387
	Iteration 6Q: 3 clusters Score -2253468 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2254261.250000 Penalty: 4941.171387
	Iteration 7F: 3 clusters Score -2254261 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2255190.250000 Penalty: 4941.171387
	Iteration 8F: 3 clusters Score -2255190 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2256295.750000 Penalty: 4941.171387
	Iteration 9F: 3 clusters Score -2256296 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2257283.000000 Penalty: 4941.171387
	Iteration 10F: 3 clusters Score -2257283 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2258044.000000 Penalty: 4941.171387
	Iteration 11Q: 3 clusters Score -2258044 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2258556.250000 Penalty: 4941.171387
	Iteration 12Q: 3 clusters Score -2258556 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2258857.500000 Penalty: 4941.171387
	Iteration 13Q: 3 clusters Score -2258858 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2259010.250000 Penalty: 4941.171387
	Iteration 14Q: 3 clusters Score -2259010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2259107.250000 Penalty: 4941.171387
	Iteration 15Q: 3 clusters Score -2259107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2259164.500000 Penalty: 4941.171387
	Iteration 16Q: 3 clusters Score -2259164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2259192.250000 Penalty: 4941.171387
	Iteration 17Q: 3 clusters Score -2259192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2259208.500000 Penalty: 4941.171387
	Iteration 18Q: 3 clusters Score -2259208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2259215.750000 Penalty: 4941.171387
	Iteration 19Q: 3 clusters Score -2259216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2259219.000000 Penalty: 4941.171387
	Iteration 20F: 3 clusters Score -2259219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2259224.750000 Penalty: 4941.171387
	Iteration 21Q: 3 clusters Score -2259225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2259227.500000 Penalty: 4941.171387
	Iteration 22Q: 3 clusters Score -2259228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2259230.250000 Penalty: 4941.171387
	Iteration 23Q: 3 clusters Score -2259230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2259234.500000 Penalty: 4941.171387
	Iteration 24Q: 3 clusters Score -2259234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2259235.500000 Penalty: 4941.171387
	Iteration 25Q: 3 clusters Score -2259236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2259236.250000 Penalty: 4941.171387
	Iteration 26Q: 3 clusters Score -2259236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2259239.000000 Penalty: 4941.171387
	Iteration 27Q: 3 clusters Score -2259239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2259238.000000 Penalty: 4941.171387
	Iteration 28Q: 3 clusters Score -2259238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2259238.000000 Penalty: 4941.171387
	Iteration 29F: 3 clusters Score -2259238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Entering Unmasked Estep 
Score: -4584816.500000 Penalty: 2657.296875
	Iteration 0F: 2 clusters Score -4584816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -4554602.000000 Penalty: 5314.593750
	Iteration 0F: 3 clusters Score -4554602 nChanged 20642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4565756.000000 Penalty: 5314.593750
	Iteration 1F: 3 clusters Score -4565756 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4566201.500000 Penalty: 5314.593750
	Iteration 2Q: 3 clusters Score -4566202 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -4566717.000000 Penalty: 5314.593750
	Iteration 3Q: 3 clusters Score -4566717 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -4567344.500000 Penalty: 5314.593750
	Iteration 4Q: 3 clusters Score -4567344 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -4568090.000000 Penalty: 5314.593750
	Iteration 5Q: 3 clusters Score -4568090 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -4569038.500000 Penalty: 5314.593750
	Iteration 6Q: 3 clusters Score -4569038 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -4570427.500000 Penalty: 5314.593750
	Iteration 7F: 3 clusters Score -4570428 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -4572117.500000 Penalty: 5314.593750
	Iteration 8F: 3 clusters Score -4572118 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4574023.000000 Penalty: 5314.593750
	Iteration 9F: 3 clusters Score -4574023 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4575677.000000 Penalty: 5314.593750
	Iteration 10F: 3 clusters Score -4575677 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -4576856.000000 Penalty: 5314.593750
	Iteration 11Q: 3 clusters Score -4576856 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4577541.000000 Penalty: 5314.593750
	Iteration 12Q: 3 clusters Score -4577541 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4577871.500000 Penalty: 5314.593750
	Iteration 13Q: 3 clusters Score -4577872 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4578033.000000 Penalty: 5314.593750
	Iteration 14Q: 3 clusters Score -4578033 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4578114.000000 Penalty: 5314.593750
	Iteration 15Q: 3 clusters Score -4578114 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4578185.000000 Penalty: 5314.593750
	Iteration 16Q: 3 clusters Score -4578185 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4578227.000000 Penalty: 5314.593750
	Iteration 17Q: 3 clusters Score -4578227 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -4578290.000000 Penalty: 5314.593750
	Iteration 18Q: 3 clusters Score -4578290 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4578369.500000 Penalty: 5314.593750
	Iteration 19Q: 3 clusters Score -4578370 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -4578433.000000 Penalty: 5314.593750
	Iteration 20F: 3 clusters Score -4578433 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -4578514.000000 Penalty: 5314.593750
	Iteration 21Q: 3 clusters Score -4578514 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -4578655.500000 Penalty: 5314.593750
	Iteration 22Q: 3 clusters Score -4578656 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -4578854.000000 Penalty: 5314.593750
	Iteration 23Q: 3 clusters Score -4578854 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -4579105.000000 Penalty: 5314.593750
	Iteration 24Q: 3 clusters Score -4579105 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -4579458.500000 Penalty: 5314.593750
	Iteration 25Q: 3 clusters Score -4579458 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -4580038.000000 Penalty: 5314.593750
	Iteration 26Q: 3 clusters Score -4580038 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -4580745.000000 Penalty: 5314.593750
	Iteration 27Q: 3 clusters Score -4580745 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -4581441.000000 Penalty: 5314.593750
	Iteration 28Q: 3 clusters Score -4581441 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -4582049.500000 Penalty: 5314.593750
	Iteration 29Q: 3 clusters Score -4582050 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -4582524.000000 Penalty: 5314.593750
	Iteration 30Q: 3 clusters Score -4582524 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -4582894.500000 Penalty: 5314.593750
	Iteration 31Q: 3 clusters Score -4582894 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -4583018.000000 Penalty: 5314.593750
	Iteration 32Q: 3 clusters Score -4583018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -4583054.500000 Penalty: 5314.593750
	Iteration 33Q: 3 clusters Score -4583054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -4583088.500000 Penalty: 5314.593750
	Iteration 34Q: 3 clusters Score -4583088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -4583121.000000 Penalty: 5314.593750
	Iteration 35Q: 3 clusters Score -4583121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -4583139.500000 Penalty: 5314.593750
	Iteration 36Q: 3 clusters Score -4583140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -4583168.500000 Penalty: 5314.593750
	Iteration 37Q: 3 clusters Score -4583168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -4583178.000000 Penalty: 5314.593750
	Iteration 38Q: 3 clusters Score -4583178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -4583189.500000 Penalty: 5314.593750
	Iteration 39Q: 3 clusters Score -4583190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -4583195.000000 Penalty: 5314.593750
	Iteration 40F: 3 clusters Score -4583195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -4583201.000000 Penalty: 5314.593750
	Iteration 41Q: 3 clusters Score -4583201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -4583207.500000 Penalty: 5314.593750
	Iteration 42Q: 3 clusters Score -4583208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -4583215.000000 Penalty: 5314.593750
	Iteration 43Q: 3 clusters Score -4583215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -4583218.000000 Penalty: 5314.593750
	Iteration 44Q: 3 clusters Score -4583218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -4583210.500000 Penalty: 5314.593750
	Iteration 45Q: 3 clusters Score -4583210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -4583211.500000 Penalty: 5314.593750
	Iteration 46Q: 3 clusters Score -4583212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -4583210.500000 Penalty: 5314.593750
	Iteration 47Q: 3 clusters Score -4583210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -4583210.500000 Penalty: 5314.593750
	Iteration 48F: 3 clusters Score -4583210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Entering Unmasked Estep 
Score: -3000109.500000 Penalty: 2540.694092
	Iteration 0F: 2 clusters Score -3000110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2980816.000000 Penalty: 5081.388184
	Iteration 0F: 3 clusters Score -2980816 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2987588.750000 Penalty: 5081.388184
	Iteration 1F: 3 clusters Score -2987589 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2988042.250000 Penalty: 5081.388184
	Iteration 2Q: 3 clusters Score -2988042 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2988519.750000 Penalty: 5081.388184
	Iteration 3Q: 3 clusters Score -2988520 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2988981.750000 Penalty: 5081.388184
	Iteration 4Q: 3 clusters Score -2988982 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2989551.750000 Penalty: 5081.388184
	Iteration 5Q: 3 clusters Score -2989552 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2990269.000000 Penalty: 5081.388184
	Iteration 6F: 3 clusters Score -2990269 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2991186.000000 Penalty: 5081.388184
	Iteration 7F: 3 clusters Score -2991186 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2992366.500000 Penalty: 5081.388184
	Iteration 8F: 3 clusters Score -2992366 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2993826.000000 Penalty: 5081.388184
	Iteration 9F: 3 clusters Score -2993826 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2995210.000000 Penalty: 5081.388184
	Iteration 10F: 3 clusters Score -2995210 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2996114.500000 Penalty: 5081.388184
	Iteration 11Q: 3 clusters Score -2996114 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2996546.250000 Penalty: 5081.388184
	Iteration 12Q: 3 clusters Score -2996546 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2996749.500000 Penalty: 5081.388184
	Iteration 13Q: 3 clusters Score -2996750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2996863.500000 Penalty: 5081.388184
	Iteration 14Q: 3 clusters Score -2996864 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2996918.750000 Penalty: 5081.388184
	Iteration 15Q: 3 clusters Score -2996919 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2997002.500000 Penalty: 5081.388184
	Iteration 16Q: 3 clusters Score -2997002 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2997093.000000 Penalty: 5081.388184
	Iteration 17Q: 3 clusters Score -2997093 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2997157.750000 Penalty: 5081.388184
	Iteration 18Q: 3 clusters Score -2997158 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2997230.000000 Penalty: 5081.388184
	Iteration 19Q: 3 clusters Score -2997230 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2997299.250000 Penalty: 5081.388184
	Iteration 20F: 3 clusters Score -2997299 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2997365.500000 Penalty: 5081.388184
	Iteration 21Q: 3 clusters Score -2997366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2997413.250000 Penalty: 5081.388184
	Iteration 22Q: 3 clusters Score -2997413 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2997461.250000 Penalty: 5081.388184
	Iteration 23Q: 3 clusters Score -2997461 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2997508.000000 Penalty: 5081.388184
	Iteration 24Q: 3 clusters Score -2997508 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2997526.500000 Penalty: 5081.388184
	Iteration 25Q: 3 clusters Score -2997526 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2997575.500000 Penalty: 5081.388184
	Iteration 26Q: 3 clusters Score -2997576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2997598.000000 Penalty: 5081.388184
	Iteration 27Q: 3 clusters Score -2997598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2997612.500000 Penalty: 5081.388184
	Iteration 28Q: 3 clusters Score -2997612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2997633.000000 Penalty: 5081.388184
	Iteration 29Q: 3 clusters Score -2997633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2997653.000000 Penalty: 5081.388184
	Iteration 30Q: 3 clusters Score -2997653 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2997661.250000 Penalty: 5081.388184
	Iteration 31Q: 3 clusters Score -2997661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2997679.000000 Penalty: 5081.388184
	Iteration 32Q: 3 clusters Score -2997679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2997698.250000 Penalty: 5081.388184
	Iteration 33Q: 3 clusters Score -2997698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2997703.500000 Penalty: 5081.388184
	Iteration 34Q: 3 clusters Score -2997704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2997719.750000 Penalty: 5081.388184
	Iteration 35Q: 3 clusters Score -2997720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2997733.000000 Penalty: 5081.388184
	Iteration 36Q: 3 clusters Score -2997733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2997747.250000 Penalty: 5081.388184
	Iteration 37Q: 3 clusters Score -2997747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2997751.250000 Penalty: 5081.388184
	Iteration 38Q: 3 clusters Score -2997751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2997761.750000 Penalty: 5081.388184
	Iteration 39Q: 3 clusters Score -2997762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2997756.250000 Penalty: 5081.388184
	Iteration 40F: 3 clusters Score -2997756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2997759.750000 Penalty: 5081.388184
	Iteration 41Q: 3 clusters Score -2997760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2997762.750000 Penalty: 5081.388184
	Iteration 42Q: 3 clusters Score -2997763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2997778.750000 Penalty: 5081.388184
	Iteration 43Q: 3 clusters Score -2997779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2997784.250000 Penalty: 5081.388184
	Iteration 44Q: 3 clusters Score -2997784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2997785.250000 Penalty: 5081.388184
	Iteration 45Q: 3 clusters Score -2997785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2997797.000000 Penalty: 5081.388184
	Iteration 46Q: 3 clusters Score -2997797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2997810.000000 Penalty: 5081.388184
	Iteration 47Q: 3 clusters Score -2997810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2997817.500000 Penalty: 5081.388184
	Iteration 48Q: 3 clusters Score -2997818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2997823.750000 Penalty: 5081.388184
	Iteration 49Q: 3 clusters Score -2997824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2997826.750000 Penalty: 5081.388184
	Iteration 50Q: 3 clusters Score -2997827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2997834.000000 Penalty: 5081.388184
	Iteration 51Q: 3 clusters Score -2997834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2997841.250000 Penalty: 5081.388184
	Iteration 52Q: 3 clusters Score -2997841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2997851.000000 Penalty: 5081.388184
	Iteration 53Q: 3 clusters Score -2997851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2997852.500000 Penalty: 5081.388184
	Iteration 54Q: 3 clusters Score -2997852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2997860.500000 Penalty: 5081.388184
	Iteration 55Q: 3 clusters Score -2997860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2997868.000000 Penalty: 5081.388184
	Iteration 56Q: 3 clusters Score -2997868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2997861.750000 Penalty: 5081.388184
	Iteration 57Q: 3 clusters Score -2997862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2997869.750000 Penalty: 5081.388184
	Iteration 58Q: 3 clusters Score -2997870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2997880.250000 Penalty: 5081.388184
	Iteration 59Q: 3 clusters Score -2997880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2997883.250000 Penalty: 5081.388184
	Iteration 60F: 3 clusters Score -2997883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2997891.750000 Penalty: 5081.388184
	Iteration 61Q: 3 clusters Score -2997892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2997893.250000 Penalty: 5081.388184
	Iteration 62Q: 3 clusters Score -2997893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2997895.000000 Penalty: 5081.388184
	Iteration 63Q: 3 clusters Score -2997895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2997901.750000 Penalty: 5081.388184
	Iteration 64Q: 3 clusters Score -2997902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2997910.000000 Penalty: 5081.388184
	Iteration 65Q: 3 clusters Score -2997910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2997913.750000 Penalty: 5081.388184
	Iteration 66Q: 3 clusters Score -2997914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2997914.000000 Penalty: 5081.388184
	Iteration 67Q: 3 clusters Score -2997914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2997917.750000 Penalty: 5081.388184
	Iteration 68Q: 3 clusters Score -2997918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2997921.500000 Penalty: 5081.388184
	Iteration 69Q: 3 clusters Score -2997922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2997925.250000 Penalty: 5081.388184
	Iteration 70Q: 3 clusters Score -2997925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2997924.000000 Penalty: 5081.388184
	Iteration 71Q: 3 clusters Score -2997924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2997927.500000 Penalty: 5081.388184
	Iteration 72Q: 3 clusters Score -2997928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2997927.000000 Penalty: 5081.388184
	Iteration 73Q: 3 clusters Score -2997927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2997925.000000 Penalty: 5081.388184
	Iteration 74Q: 3 clusters Score -2997925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2997928.750000 Penalty: 5081.388184
	Iteration 75Q: 3 clusters Score -2997929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2997927.000000 Penalty: 5081.388184
	Iteration 76Q: 3 clusters Score -2997927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2997928.750000 Penalty: 5081.388184
	Iteration 77Q: 3 clusters Score -2997929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2997925.750000 Penalty: 5081.388184
	Iteration 78Q: 3 clusters Score -2997926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2997928.000000 Penalty: 5081.388184
	Iteration 79Q: 3 clusters Score -2997928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2997925.750000 Penalty: 5081.388184
	Iteration 80F: 3 clusters Score -2997926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Entering Unmasked Estep 
Score: -2809674.500000 Penalty: 2524.334473
	Iteration 0F: 2 clusters Score -2809674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2791509.250000 Penalty: 5048.668945
	Iteration 0F: 3 clusters Score -2791509 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2797898.750000 Penalty: 5048.668945
	Iteration 1F: 3 clusters Score -2797899 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2798268.500000 Penalty: 5048.668945
	Iteration 2Q: 3 clusters Score -2798268 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2798558.500000 Penalty: 5048.668945
	Iteration 3Q: 3 clusters Score -2798558 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2798809.750000 Penalty: 5048.668945
	Iteration 4Q: 3 clusters Score -2798810 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2799095.500000 Penalty: 5048.668945
	Iteration 5Q: 3 clusters Score -2799096 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2799432.000000 Penalty: 5048.668945
	Iteration 6Q: 3 clusters Score -2799432 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2799888.750000 Penalty: 5048.668945
	Iteration 7Q: 3 clusters Score -2799889 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2800545.250000 Penalty: 5048.668945
	Iteration 8Q: 3 clusters Score -2800545 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2801441.250000 Penalty: 5048.668945
	Iteration 9F: 3 clusters Score -2801441 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2802552.250000 Penalty: 5048.668945
	Iteration 10F: 3 clusters Score -2802552 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2803828.500000 Penalty: 5048.668945
	Iteration 11F: 3 clusters Score -2803828 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2805013.500000 Penalty: 5048.668945
	Iteration 12F: 3 clusters Score -2805014 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2805894.750000 Penalty: 5048.668945
	Iteration 13Q: 3 clusters Score -2805895 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2806470.750000 Penalty: 5048.668945
	Iteration 14Q: 3 clusters Score -2806471 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2806788.750000 Penalty: 5048.668945
	Iteration 15Q: 3 clusters Score -2806789 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2806961.000000 Penalty: 5048.668945
	Iteration 16Q: 3 clusters Score -2806961 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2807076.000000 Penalty: 5048.668945
	Iteration 17Q: 3 clusters Score -2807076 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2807161.500000 Penalty: 5048.668945
	Iteration 18Q: 3 clusters Score -2807162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2807230.500000 Penalty: 5048.668945
	Iteration 19Q: 3 clusters Score -2807230 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2807277.250000 Penalty: 5048.668945
	Iteration 20F: 3 clusters Score -2807277 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2807315.250000 Penalty: 5048.668945
	Iteration 21Q: 3 clusters Score -2807315 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2807360.250000 Penalty: 5048.668945
	Iteration 22Q: 3 clusters Score -2807360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2807397.000000 Penalty: 5048.668945
	Iteration 23Q: 3 clusters Score -2807397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2807436.000000 Penalty: 5048.668945
	Iteration 24Q: 3 clusters Score -2807436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2807457.750000 Penalty: 5048.668945
	Iteration 25Q: 3 clusters Score -2807458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2807480.250000 Penalty: 5048.668945
	Iteration 26Q: 3 clusters Score -2807480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2807509.250000 Penalty: 5048.668945
	Iteration 27Q: 3 clusters Score -2807509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2807526.000000 Penalty: 5048.668945
	Iteration 28Q: 3 clusters Score -2807526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2807537.250000 Penalty: 5048.668945
	Iteration 29Q: 3 clusters Score -2807537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2807553.500000 Penalty: 5048.668945
	Iteration 30Q: 3 clusters Score -2807554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2807563.750000 Penalty: 5048.668945
	Iteration 31Q: 3 clusters Score -2807564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2807581.250000 Penalty: 5048.668945
	Iteration 32Q: 3 clusters Score -2807581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2807584.000000 Penalty: 5048.668945
	Iteration 33Q: 3 clusters Score -2807584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2807600.250000 Penalty: 5048.668945
	Iteration 34Q: 3 clusters Score -2807600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2807608.750000 Penalty: 5048.668945
	Iteration 35Q: 3 clusters Score -2807609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2807617.750000 Penalty: 5048.668945
	Iteration 36Q: 3 clusters Score -2807618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2807620.500000 Penalty: 5048.668945
	Iteration 37Q: 3 clusters Score -2807620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2807623.500000 Penalty: 5048.668945
	Iteration 38Q: 3 clusters Score -2807624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2807621.000000 Penalty: 5048.668945
	Iteration 39Q: 3 clusters Score -2807621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2807624.250000 Penalty: 5048.668945
	Iteration 40F: 3 clusters Score -2807624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2807627.000000 Penalty: 5048.668945
	Iteration 41Q: 3 clusters Score -2807627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2807630.250000 Penalty: 5048.668945
	Iteration 42Q: 3 clusters Score -2807630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2807628.250000 Penalty: 5048.668945
	Iteration 43Q: 3 clusters Score -2807628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2807632.500000 Penalty: 5048.668945
	Iteration 44Q: 3 clusters Score -2807632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2807643.500000 Penalty: 5048.668945
	Iteration 45Q: 3 clusters Score -2807644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2807647.000000 Penalty: 5048.668945
	Iteration 46Q: 3 clusters Score -2807647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2807646.250000 Penalty: 5048.668945
	Iteration 47Q: 3 clusters Score -2807646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2807646.750000 Penalty: 5048.668945
	Iteration 48Q: 3 clusters Score -2807647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2807647.500000 Penalty: 5048.668945
	Iteration 49Q: 3 clusters Score -2807648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2807644.750000 Penalty: 5048.668945
	Iteration 50Q: 3 clusters Score -2807645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2807641.750000 Penalty: 5048.668945
	Iteration 51Q: 3 clusters Score -2807642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2807644.250000 Penalty: 5048.668945
	Iteration 52Q: 3 clusters Score -2807644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2807648.500000 Penalty: 5048.668945
	Iteration 53Q: 3 clusters Score -2807648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2807648.750000 Penalty: 5048.668945
	Iteration 54Q: 3 clusters Score -2807649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2807649.750000 Penalty: 5048.668945
	Iteration 55Q: 3 clusters Score -2807650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2807644.750000 Penalty: 5048.668945
	Iteration 56Q: 3 clusters Score -2807645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2807650.000000 Penalty: 5048.668945
	Iteration 57Q: 3 clusters Score -2807650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2807650.000000 Penalty: 5048.668945
	Iteration 58F: 3 clusters Score -2807650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Entering Unmasked Estep 
Score: -1431107.000000 Penalty: 2364.991699
	Iteration 0F: 2 clusters Score -1431107 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 7011 members 
Entering Unmasked Estep 
Score: -1420961.375000 Penalty: 4729.983398
	Iteration 0F: 3 clusters Score -1420961 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1424197.500000 Penalty: 4729.983398
	Iteration 1F: 3 clusters Score -1424198 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1424589.750000 Penalty: 4729.983398
	Iteration 2F: 3 clusters Score -1424590 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1425028.125000 Penalty: 4729.983398
	Iteration 3F: 3 clusters Score -1425028 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1425665.250000 Penalty: 4729.983398
	Iteration 4F: 3 clusters Score -1425665 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1426556.875000 Penalty: 4729.983398
	Iteration 5F: 3 clusters Score -1426557 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1427566.125000 Penalty: 4729.983398
	Iteration 6F: 3 clusters Score -1427566 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1428458.000000 Penalty: 4729.983398
	Iteration 7F: 3 clusters Score -1428458 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1429104.875000 Penalty: 4729.983398
	Iteration 8F: 3 clusters Score -1429105 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1429529.500000 Penalty: 4729.983398
	Iteration 9Q: 3 clusters Score -1429530 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1429859.375000 Penalty: 4729.983398
	Iteration 10Q: 3 clusters Score -1429859 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1430054.500000 Penalty: 4729.983398
	Iteration 11Q: 3 clusters Score -1430054 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1430116.375000 Penalty: 4729.983398
	Iteration 12Q: 3 clusters Score -1430116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1430140.375000 Penalty: 4729.983398
	Iteration 13Q: 3 clusters Score -1430140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1430153.500000 Penalty: 4729.983398
	Iteration 14Q: 3 clusters Score -1430154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1430163.125000 Penalty: 4729.983398
	Iteration 15Q: 3 clusters Score -1430163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1430168.625000 Penalty: 4729.983398
	Iteration 16Q: 3 clusters Score -1430169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1430172.375000 Penalty: 4729.983398
	Iteration 17Q: 3 clusters Score -1430172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1430176.250000 Penalty: 4729.983398
	Iteration 18Q: 3 clusters Score -1430176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1430180.625000 Penalty: 4729.983398
	Iteration 19Q: 3 clusters Score -1430181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1430183.625000 Penalty: 4729.983398
	Iteration 20F: 3 clusters Score -1430184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1430189.375000 Penalty: 4729.983398
	Iteration 21Q: 3 clusters Score -1430189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1430193.875000 Penalty: 4729.983398
	Iteration 22Q: 3 clusters Score -1430194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1430192.875000 Penalty: 4729.983398
	Iteration 23Q: 3 clusters Score -1430193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1430196.875000 Penalty: 4729.983398
	Iteration 24Q: 3 clusters Score -1430197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1430193.500000 Penalty: 4729.983398
	Iteration 25Q: 3 clusters Score -1430194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1430194.750000 Penalty: 4729.983398
	Iteration 26Q: 3 clusters Score -1430195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1430197.375000 Penalty: 4729.983398
	Iteration 27Q: 3 clusters Score -1430197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1430197.625000 Penalty: 4729.983398
	Iteration 28Q: 3 clusters Score -1430198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1430197.625000 Penalty: 4729.983398
	Iteration 29F: 3 clusters Score -1430198 nChanged 0
--- Evaluating fit on full set of 2045601 points ---
Entering Unmasked Estep 
Score: -209789552.000000 Penalty: 43244.859375
24->13 Clusters: Score -209789552.000000, best is -210297936.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 681867 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 28434 members 
Mstep: Class 3 contains 28275 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 28411 members 
Mstep: Class 6 contains 28242 members 
Mstep: Class 7 contains 28420 members 
Mstep: Class 8 contains 28293 members 
Mstep: Class 9 contains 28485 members 
Mstep: Class 10 contains 28296 members 
Mstep: Class 11 contains 28517 members 
Mstep: Class 12 contains 28496 members 
Mstep: Class 13 contains 28536 members 
Mstep: Class 14 contains 28265 members 
Mstep: Class 15 contains 28264 members 
Mstep: Class 16 contains 28232 members 
Mstep: Class 17 contains 28288 members 
Mstep: Class 18 contains 28305 members 
Mstep: Class 19 contains 28295 members 
Mstep: Class 20 contains 28547 members 
Mstep: Class 21 contains 28629 members 
Mstep: Class 22 contains 28480 members 
Mstep: Class 23 contains 28311 members 
Mstep: Class 24 contains 28515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 119.198135 but Gain 3331.281250
Score: -66992348.000000 Penalty: 76619.492188
Iteration 0F: 24 clusters Score -6.699235e+07 nChanged 648620
Entering Unmasked Mstep 
Mstep: Class 0 contains 2047 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 22834 members 
Mstep: Class 3 contains 21124 members 
Mstep: Class 4 contains 91372 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 89890 members 
Mstep: Class 7 contains 22894 members 
Mstep: Class 8 contains 14222 members 
Mstep: Class 9 contains 29390 members 
Mstep: Class 10 contains 8974 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 53060 members 
Mstep: Class 13 contains 5538 members 
Mstep: Class 14 contains 5112 members 
Mstep: Class 15 contains 68493 members 
Mstep: Class 16 contains 9741 members 
Mstep: Class 17 contains 88593 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 19545 members 
Mstep: Class 21 contains 13317 members 
Mstep: Class 22 contains 4752 members 
Mstep: Class 23 contains 2741 members 
Mstep: Class 24 contains 39521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2185.848145 but Gain 3331.281250
Score: -69128632.000000 Penalty: 73288.210938
Iteration 1F: 23 clusters Score -6.912863e+07 nChanged 197812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1077 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 19471 members 
Mstep: Class 3 contains 18388 members 
Mstep: Class 4 contains 105214 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 117476 members 
Mstep: Class 7 contains 19501 members 
Mstep: Class 8 contains 7252 members 
Mstep: Class 9 contains 31924 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 46157 members 
Mstep: Class 14 contains 3061 members 
Mstep: Class 15 contains 88142 members 
Mstep: Class 16 contains 8242 members 
Mstep: Class 17 contains 95943 members 
Mstep: Class 18 contains 6709 members 
Mstep: Class 19 contains 14482 members 
Mstep: Class 21 contains 11189 members 
Mstep: Class 22 contains 5408 members 
Mstep: Class 23 contains 2175 members 
Mstep: Class 24 contains 27958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2504.736572 but Gain 3331.281250
Score: -69437376.000000 Penalty: 69956.929688
Iteration 2F: 22 clusters Score -6.943738e+07 nChanged 137733
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 14923 members 
Mstep: Class 3 contains 19798 members 
Mstep: Class 4 contains 115995 members 
Mstep: Class 5 contains 3656 members 
Mstep: Class 6 contains 140373 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 4965 members 
Mstep: Class 9 contains 29140 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 40856 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 99102 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 99941 members 
Mstep: Class 18 contains 11067 members 
Mstep: Class 19 contains 9309 members 
Mstep: Class 21 contains 8348 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 1924 members 
Mstep: Class 24 contains 19576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1954.002075 but Gain 3331.289062
Score: -69566072.000000 Penalty: 66625.640625
Iteration 3F: 21 clusters Score -6.956607e+07 nChanged 102147
Entering Unmasked Mstep 
Mstep: Class 0 contains 742 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 10866 members 
Mstep: Class 3 contains 22731 members 
Mstep: Class 4 contains 124423 members 
Mstep: Class 5 contains 2626 members 
Mstep: Class 6 contains 159655 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 24221 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 36112 members 
Mstep: Class 15 contains 103695 members 
Mstep: Class 16 contains 5214 members 
Mstep: Class 17 contains 101626 members 
Mstep: Class 18 contains 14477 members 
Mstep: Class 19 contains 5353 members 
Mstep: Class 21 contains 6063 members 
Mstep: Class 22 contains 10216 members 
Mstep: Class 23 contains 1939 members 
Mstep: Class 24 contains 15242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2442.802979 but Gain 3331.277344
Score: -69641072.000000 Penalty: 63294.363281
Iteration 4F: 20 clusters Score -6.964107e+07 nChanged 84909
Entering Unmasked Mstep 
Mstep: Class 0 contains 741 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 8444 members 
Mstep: Class 3 contains 24313 members 
Mstep: Class 4 contains 130583 members 
Mstep: Class 6 contains 177842 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 20121 members 
Mstep: Class 11 contains 1931 members 
Mstep: Class 12 contains 32182 members 
Mstep: Class 15 contains 104802 members 
Mstep: Class 16 contains 4501 members 
Mstep: Class 17 contains 101213 members 
Mstep: Class 18 contains 16933 members 
Mstep: Class 19 contains 2961 members 
Mstep: Class 21 contains 4638 members 
Mstep: Class 22 contains 10673 members 
Mstep: Class 23 contains 1980 members 
Mstep: Class 24 contains 12428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1689.488892 but Gain 3331.285156
Score: -69707064.000000 Penalty: 59963.078125
Iteration 5F: 19 clusters Score -6.970706e+07 nChanged 75462
Entering Unmasked Mstep 
Mstep: Class 0 contains 509 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6685 members 
Mstep: Class 3 contains 25364 members 
Mstep: Class 4 contains 134565 members 
Mstep: Class 6 contains 194866 members 
Mstep: Class 7 contains 4932 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 17362 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 12 contains 29528 members 
Mstep: Class 15 contains 102175 members 
Mstep: Class 16 contains 4045 members 
Mstep: Class 17 contains 99268 members 
Mstep: Class 18 contains 18677 members 
Mstep: Class 21 contains 3684 members 
Mstep: Class 22 contains 10720 members 
Mstep: Class 23 contains 2210 members 
Mstep: Class 24 contains 10585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2498.164795 but Gain 3331.281250
Score: -69803704.000000 Penalty: 56631.796875
Iteration 6F: 18 clusters Score -6.98037e+07 nChanged 69038
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 26205 members 
Mstep: Class 4 contains 136641 members 
Mstep: Class 6 contains 209673 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 15618 members 
Mstep: Class 12 contains 28790 members 
Mstep: Class 15 contains 96258 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 17 contains 96823 members 
Mstep: Class 18 contains 19797 members 
Mstep: Class 21 contains 2963 members 
Mstep: Class 22 contains 10640 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 9291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2886.009766 but Gain 3331.281250
Score: -69849488.000000 Penalty: 53300.515625
Iteration 7F: 17 clusters Score -6.984949e+07 nChanged 66152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 26743 members 
Mstep: Class 4 contains 138680 members 
Mstep: Class 6 contains 219675 members 
Mstep: Class 7 contains 2666 members 
Mstep: Class 8 contains 5998 members 
Mstep: Class 9 contains 15138 members 
Mstep: Class 12 contains 29568 members 
Mstep: Class 15 contains 89558 members 
Mstep: Class 16 contains 3927 members 
Mstep: Class 17 contains 96334 members 
Mstep: Class 18 contains 20634 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 7970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2752.087891 but Gain 3331.281250
Score: -69882096.000000 Penalty: 49969.234375
Iteration 8F: 16 clusters Score -6.98821e+07 nChanged 61514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5222 members 
Mstep: Class 3 contains 27172 members 
Mstep: Class 4 contains 142045 members 
Mstep: Class 6 contains 221732 members 
Mstep: Class 8 contains 7040 members 
Mstep: Class 9 contains 15305 members 
Mstep: Class 12 contains 30570 members 
Mstep: Class 15 contains 83390 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 99220 members 
Mstep: Class 18 contains 21022 members 
Mstep: Class 22 contains 10078 members 
Mstep: Class 23 contains 2707 members 
Mstep: Class 24 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69913000.000000 Penalty: 49969.234375
Iteration 9F: 16 clusters Score -6.9913e+07 nChanged 53281
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5111 members 
Mstep: Class 3 contains 27775 members 
Mstep: Class 4 contains 146244 members 
Mstep: Class 6 contains 217156 members 
Mstep: Class 8 contains 8103 members 
Mstep: Class 9 contains 15733 members 
Mstep: Class 12 contains 31083 members 
Mstep: Class 15 contains 78187 members 
Mstep: Class 16 contains 4202 members 
Mstep: Class 17 contains 104357 members 
Mstep: Class 18 contains 21143 members 
Mstep: Class 22 contains 9761 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 5599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69938904.000000 Penalty: 49969.234375
Iteration 10F: 16 clusters Score -6.99389e+07 nChanged 45941
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 150319 members 
Mstep: Class 6 contains 210395 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 16317 members 
Mstep: Class 12 contains 31152 members 
Mstep: Class 15 contains 73764 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 110815 members 
Mstep: Class 18 contains 21122 members 
Mstep: Class 22 contains 9463 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69959416.000000 Penalty: 49969.234375
Iteration 11F: 16 clusters Score -6.995942e+07 nChanged 37235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 29175 members 
Mstep: Class 4 contains 153683 members 
Mstep: Class 6 contains 203059 members 
Mstep: Class 8 contains 10178 members 
Mstep: Class 9 contains 16868 members 
Mstep: Class 12 contains 30911 members 
Mstep: Class 15 contains 70150 members 
Mstep: Class 16 contains 4742 members 
Mstep: Class 17 contains 117627 members 
Mstep: Class 18 contains 21014 members 
Mstep: Class 22 contains 9131 members 
Mstep: Class 23 contains 2718 members 
Mstep: Class 24 contains 3902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69974576.000000 Penalty: 49969.234375
Iteration 12F: 16 clusters Score -6.997458e+07 nChanged 29677
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5363 members 
Mstep: Class 3 contains 30152 members 
Mstep: Class 4 contains 155655 members 
Mstep: Class 6 contains 196345 members 
Mstep: Class 8 contains 11113 members 
Mstep: Class 9 contains 17372 members 
Mstep: Class 12 contains 30560 members 
Mstep: Class 15 contains 67030 members 
Mstep: Class 16 contains 5131 members 
Mstep: Class 17 contains 124294 members 
Mstep: Class 18 contains 20969 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 3295.677979 but Gain 3331.285156
Score: -69983144.000000 Penalty: 46637.949219
Iteration 13Q: 15 clusters Score -6.998314e+07 nChanged 27181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5595 members 
Mstep: Class 3 contains 33114 members 
Mstep: Class 4 contains 156739 members 
Mstep: Class 6 contains 190009 members 
Mstep: Class 8 contains 11997 members 
Mstep: Class 9 contains 17869 members 
Mstep: Class 12 contains 30122 members 
Mstep: Class 15 contains 64335 members 
Mstep: Class 16 contains 5571 members 
Mstep: Class 17 contains 131488 members 
Mstep: Class 18 contains 20924 members 
Mstep: Class 22 contains 8386 members 
Mstep: Class 23 contains 2722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69992120.000000 Penalty: 46637.949219
Iteration 14Q: 15 clusters Score -6.999212e+07 nChanged 21802
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 34778 members 
Mstep: Class 4 contains 156765 members 
Mstep: Class 6 contains 183713 members 
Mstep: Class 8 contains 12783 members 
Mstep: Class 9 contains 18331 members 
Mstep: Class 12 contains 29695 members 
Mstep: Class 15 contains 62090 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 137665 members 
Mstep: Class 18 contains 20958 members 
Mstep: Class 22 contains 7585 members 
Mstep: Class 23 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69997152.000000 Penalty: 46637.949219
Iteration 15Q: 15 clusters Score -6.999715e+07 nChanged 19839
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6230 members 
Mstep: Class 3 contains 36461 members 
Mstep: Class 4 contains 156073 members 
Mstep: Class 6 contains 177687 members 
Mstep: Class 8 contains 13470 members 
Mstep: Class 9 contains 18756 members 
Mstep: Class 12 contains 29195 members 
Mstep: Class 15 contains 60048 members 
Mstep: Class 16 contains 6585 members 
Mstep: Class 17 contains 144085 members 
Mstep: Class 18 contains 20971 members 
Mstep: Class 22 contains 6841 members 
Mstep: Class 23 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70001552.000000 Penalty: 46637.949219
Iteration 16Q: 15 clusters Score -7.000155e+07 nChanged 18426
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 3 contains 38069 members 
Mstep: Class 4 contains 154588 members 
Mstep: Class 6 contains 172174 members 
Mstep: Class 8 contains 14036 members 
Mstep: Class 9 contains 19088 members 
Mstep: Class 12 contains 28683 members 
Mstep: Class 15 contains 58060 members 
Mstep: Class 16 contains 7145 members 
Mstep: Class 17 contains 150847 members 
Mstep: Class 18 contains 20985 members 
Mstep: Class 22 contains 6204 members 
Mstep: Class 23 contains 2725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70005104.000000 Penalty: 46637.949219
Iteration 17Q: 15 clusters Score -7.00051e+07 nChanged 17446
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 39518 members 
Mstep: Class 4 contains 152382 members 
Mstep: Class 6 contains 167007 members 
Mstep: Class 8 contains 14504 members 
Mstep: Class 9 contains 19345 members 
Mstep: Class 12 contains 28135 members 
Mstep: Class 15 contains 56073 members 
Mstep: Class 16 contains 7788 members 
Mstep: Class 17 contains 158054 members 
Mstep: Class 18 contains 21025 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70008832.000000 Penalty: 46637.949219
Iteration 18Q: 15 clusters Score -7.000883e+07 nChanged 16559
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 40747 members 
Mstep: Class 4 contains 149520 members 
Mstep: Class 6 contains 162068 members 
Mstep: Class 8 contains 14889 members 
Mstep: Class 9 contains 19517 members 
Mstep: Class 12 contains 27571 members 
Mstep: Class 15 contains 54217 members 
Mstep: Class 16 contains 8444 members 
Mstep: Class 17 contains 165705 members 
Mstep: Class 18 contains 21072 members 
Mstep: Class 22 contains 5408 members 
Mstep: Class 23 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70011904.000000 Penalty: 46637.949219
Iteration 19Q: 15 clusters Score -7.00119e+07 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7715 members 
Mstep: Class 3 contains 41776 members 
Mstep: Class 4 contains 146194 members 
Mstep: Class 6 contains 157128 members 
Mstep: Class 8 contains 15151 members 
Mstep: Class 9 contains 19587 members 
Mstep: Class 12 contains 26983 members 
Mstep: Class 15 contains 52459 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 17 contains 174110 members 
Mstep: Class 18 contains 21108 members 
Mstep: Class 22 contains 5197 members 
Mstep: Class 23 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70014952.000000 Penalty: 46637.949219
Iteration 20F: 15 clusters Score -7.001495e+07 nChanged 16432
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8120 members 
Mstep: Class 3 contains 42681 members 
Mstep: Class 4 contains 142298 members 
Mstep: Class 6 contains 152174 members 
Mstep: Class 8 contains 15329 members 
Mstep: Class 9 contains 19536 members 
Mstep: Class 12 contains 26384 members 
Mstep: Class 15 contains 50630 members 
Mstep: Class 16 contains 9728 members 
Mstep: Class 17 contains 183376 members 
Mstep: Class 18 contains 21161 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70018232.000000 Penalty: 46637.949219
Iteration 21Q: 15 clusters Score -7.001823e+07 nChanged 16593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8548 members 
Mstep: Class 3 contains 43504 members 
Mstep: Class 4 contains 137845 members 
Mstep: Class 6 contains 147255 members 
Mstep: Class 8 contains 15431 members 
Mstep: Class 9 contains 19406 members 
Mstep: Class 12 contains 25799 members 
Mstep: Class 15 contains 48790 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 17 contains 193307 members 
Mstep: Class 18 contains 21224 members 
Mstep: Class 22 contains 4976 members 
Mstep: Class 23 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70022360.000000 Penalty: 46637.949219
Iteration 22Q: 15 clusters Score -7.002236e+07 nChanged 16836
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8958 members 
Mstep: Class 3 contains 44242 members 
Mstep: Class 4 contains 133029 members 
Mstep: Class 6 contains 142440 members 
Mstep: Class 8 contains 15429 members 
Mstep: Class 9 contains 19138 members 
Mstep: Class 12 contains 25175 members 
Mstep: Class 15 contains 46737 members 
Mstep: Class 16 contains 11086 members 
Mstep: Class 17 contains 204046 members 
Mstep: Class 18 contains 21283 members 
Mstep: Class 22 contains 4932 members 
Mstep: Class 23 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70026168.000000 Penalty: 46637.949219
Iteration 23Q: 15 clusters Score -7.002617e+07 nChanged 20272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9327 members 
Mstep: Class 3 contains 45046 members 
Mstep: Class 4 contains 126370 members 
Mstep: Class 6 contains 136950 members 
Mstep: Class 8 contains 15351 members 
Mstep: Class 9 contains 18563 members 
Mstep: Class 12 contains 24576 members 
Mstep: Class 15 contains 44617 members 
Mstep: Class 16 contains 11763 members 
Mstep: Class 17 contains 217716 members 
Mstep: Class 18 contains 21348 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70024744.000000 Penalty: 46637.949219
Iteration 24Q: 15 clusters Score -7.002474e+07 nChanged 27135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9722 members 
Mstep: Class 3 contains 46177 members 
Mstep: Class 4 contains 116779 members 
Mstep: Class 6 contains 129698 members 
Mstep: Class 8 contains 15236 members 
Mstep: Class 9 contains 17640 members 
Mstep: Class 12 contains 24013 members 
Mstep: Class 15 contains 42570 members 
Mstep: Class 16 contains 12441 members 
Mstep: Class 17 contains 236026 members 
Mstep: Class 18 contains 21399 members 
Mstep: Class 22 contains 4910 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70016520.000000 Penalty: 46637.949219
Iteration 25Q: 15 clusters Score -7.001652e+07 nChanged 31828
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 47838 members 
Mstep: Class 4 contains 106482 members 
Mstep: Class 6 contains 121924 members 
Mstep: Class 8 contains 15205 members 
Mstep: Class 9 contains 16693 members 
Mstep: Class 12 contains 23635 members 
Mstep: Class 15 contains 40847 members 
Mstep: Class 16 contains 13155 members 
Mstep: Class 17 contains 254376 members 
Mstep: Class 18 contains 21430 members 
Mstep: Class 22 contains 4936 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70005160.000000 Penalty: 46637.949219
Iteration 26Q: 15 clusters Score -7.000516e+07 nChanged 29906
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10502 members 
Mstep: Class 3 contains 49810 members 
Mstep: Class 4 contains 99793 members 
Mstep: Class 6 contains 116505 members 
Mstep: Class 8 contains 15317 members 
Mstep: Class 9 contains 16122 members 
Mstep: Class 12 contains 23512 members 
Mstep: Class 15 contains 39521 members 
Mstep: Class 16 contains 13923 members 
Mstep: Class 17 contains 265140 members 
Mstep: Class 18 contains 21484 members 
Mstep: Class 22 contains 4985 members 
Mstep: Class 23 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69998640.000000 Penalty: 46637.949219
Iteration 27Q: 15 clusters Score -6.999864e+07 nChanged 24017
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10807 members 
Mstep: Class 3 contains 51536 members 
Mstep: Class 4 contains 96869 members 
Mstep: Class 6 contains 114238 members 
Mstep: Class 8 contains 15510 members 
Mstep: Class 9 contains 15924 members 
Mstep: Class 12 contains 23595 members 
Mstep: Class 15 contains 38227 members 
Mstep: Class 16 contains 14684 members 
Mstep: Class 17 contains 268484 members 
Mstep: Class 18 contains 21597 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69997064.000000 Penalty: 46637.949219
Iteration 28Q: 15 clusters Score -6.999706e+07 nChanged 18178
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 11068 members 
Mstep: Class 3 contains 52735 members 
Mstep: Class 4 contains 96241 members 
Mstep: Class 6 contains 113884 members 
Mstep: Class 8 contains 15723 members 
Mstep: Class 9 contains 15991 members 
Mstep: Class 12 contains 23822 members 
Mstep: Class 15 contains 37000 members 
Mstep: Class 16 contains 15468 members 
Mstep: Class 17 contains 267569 members 
Mstep: Class 18 contains 21775 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -69998312.000000 Penalty: 46637.949219
Iteration 29Q: 15 clusters Score -6.999831e+07 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 11340 members 
Mstep: Class 3 contains 53527 members 
Mstep: Class 4 contains 96873 members 
Mstep: Class 6 contains 114605 members 
Mstep: Class 8 contains 15919 members 
Mstep: Class 9 contains 16296 members 
Mstep: Class 12 contains 24085 members 
Mstep: Class 15 contains 35818 members 
Mstep: Class 16 contains 16179 members 
Mstep: Class 17 contains 264430 members 
Mstep: Class 18 contains 21986 members 
Mstep: Class 22 contains 5226 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70000648.000000 Penalty: 46637.949219
Iteration 30Q: 15 clusters Score -7.000065e+07 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 53960 members 
Mstep: Class 4 contains 98174 members 
Mstep: Class 6 contains 115884 members 
Mstep: Class 8 contains 16123 members 
Mstep: Class 9 contains 16647 members 
Mstep: Class 12 contains 24302 members 
Mstep: Class 15 contains 34742 members 
Mstep: Class 16 contains 16846 members 
Mstep: Class 17 contains 260340 members 
Mstep: Class 18 contains 22187 members 
Mstep: Class 22 contains 5290 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70004344.000000 Penalty: 46637.949219
Iteration 31Q: 15 clusters Score -7.000434e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 54114 members 
Mstep: Class 4 contains 99845 members 
Mstep: Class 6 contains 117293 members 
Mstep: Class 8 contains 16320 members 
Mstep: Class 9 contains 17001 members 
Mstep: Class 12 contains 24511 members 
Mstep: Class 15 contains 33741 members 
Mstep: Class 16 contains 17471 members 
Mstep: Class 17 contains 256000 members 
Mstep: Class 18 contains 22385 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70007688.000000 Penalty: 46637.949219
Iteration 32Q: 15 clusters Score -7.000769e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12467 members 
Mstep: Class 3 contains 54138 members 
Mstep: Class 4 contains 101831 members 
Mstep: Class 6 contains 118710 members 
Mstep: Class 8 contains 16498 members 
Mstep: Class 9 contains 17411 members 
Mstep: Class 12 contains 24741 members 
Mstep: Class 15 contains 32769 members 
Mstep: Class 16 contains 18008 members 
Mstep: Class 17 contains 251459 members 
Mstep: Class 18 contains 22622 members 
Mstep: Class 22 contains 5398 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70011752.000000 Penalty: 46637.949219
Iteration 33Q: 15 clusters Score -7.001175e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12854 members 
Mstep: Class 3 contains 54009 members 
Mstep: Class 4 contains 104004 members 
Mstep: Class 6 contains 120268 members 
Mstep: Class 8 contains 16662 members 
Mstep: Class 9 contains 17785 members 
Mstep: Class 12 contains 24941 members 
Mstep: Class 15 contains 31770 members 
Mstep: Class 16 contains 18491 members 
Mstep: Class 17 contains 246943 members 
Mstep: Class 18 contains 22887 members 
Mstep: Class 22 contains 5425 members 
Mstep: Class 23 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70015152.000000 Penalty: 46637.949219
Iteration 34Q: 15 clusters Score -7.001515e+07 nChanged 9439
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13193 members 
Mstep: Class 3 contains 53784 members 
Mstep: Class 4 contains 106425 members 
Mstep: Class 6 contains 121855 members 
Mstep: Class 8 contains 16809 members 
Mstep: Class 9 contains 18144 members 
Mstep: Class 12 contains 25132 members 
Mstep: Class 15 contains 30779 members 
Mstep: Class 16 contains 18922 members 
Mstep: Class 17 contains 242399 members 
Mstep: Class 18 contains 23161 members 
Mstep: Class 22 contains 5440 members 
Mstep: Class 23 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70018632.000000 Penalty: 46637.949219
Iteration 35Q: 15 clusters Score -7.001863e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13540 members 
Mstep: Class 3 contains 53485 members 
Mstep: Class 4 contains 108997 members 
Mstep: Class 6 contains 123342 members 
Mstep: Class 8 contains 16915 members 
Mstep: Class 9 contains 18449 members 
Mstep: Class 12 contains 25301 members 
Mstep: Class 15 contains 29752 members 
Mstep: Class 16 contains 19303 members 
Mstep: Class 17 contains 238085 members 
Mstep: Class 18 contains 23444 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70021904.000000 Penalty: 46637.949219
Iteration 36Q: 15 clusters Score -7.00219e+07 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 13850 members 
Mstep: Class 3 contains 53112 members 
Mstep: Class 4 contains 111511 members 
Mstep: Class 6 contains 124845 members 
Mstep: Class 8 contains 16998 members 
Mstep: Class 9 contains 18738 members 
Mstep: Class 12 contains 25422 members 
Mstep: Class 15 contains 28729 members 
Mstep: Class 16 contains 19628 members 
Mstep: Class 17 contains 234074 members 
Mstep: Class 18 contains 23743 members 
Mstep: Class 22 contains 5448 members 
Mstep: Class 23 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70025160.000000 Penalty: 46637.949219
Iteration 37Q: 15 clusters Score -7.002516e+07 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 14116 members 
Mstep: Class 3 contains 52696 members 
Mstep: Class 4 contains 114037 members 
Mstep: Class 6 contains 126189 members 
Mstep: Class 8 contains 17065 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 12 contains 25478 members 
Mstep: Class 15 contains 27779 members 
Mstep: Class 16 contains 19932 members 
Mstep: Class 17 contains 230324 members 
Mstep: Class 18 contains 24045 members 
Mstep: Class 22 contains 5448 members 
Mstep: Class 23 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70028056.000000 Penalty: 46637.949219
Iteration 38Q: 15 clusters Score -7.002806e+07 nChanged 7681
Entering ConstructFrom: 
Score: -70028056.000000 Penalty: 46637.949219
Entering ConstructFrom: 
Trying to split cluster 1 (2978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Entering Unmasked Estep 
Score: -299646.406250 Penalty: 1983.753784
	Iteration 0F: 2 clusters Score -299646.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -296415.718750 Penalty: 3967.507568
	Iteration 0F: 3 clusters Score -296415.7 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -297072.406250 Penalty: 3967.507568
	Iteration 1F: 3 clusters Score -297072.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -297227.218750 Penalty: 3967.507568
	Iteration 2F: 3 clusters Score -297227.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -297323.187500 Penalty: 3967.507568
	Iteration 3Q: 3 clusters Score -297323.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -297376.718750 Penalty: 3967.507568
	Iteration 4Q: 3 clusters Score -297376.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -297407.687500 Penalty: 3967.507568
	Iteration 5Q: 3 clusters Score -297407.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -297429.875000 Penalty: 3967.507568
	Iteration 6Q: 3 clusters Score -297429.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -297446.750000 Penalty: 3967.507568
	Iteration 7Q: 3 clusters Score -297446.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -297459.500000 Penalty: 3967.507568
	Iteration 8Q: 3 clusters Score -297459.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -297474.250000 Penalty: 3967.507568
	Iteration 9Q: 3 clusters Score -297474.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -297486.406250 Penalty: 3967.507568
	Iteration 10Q: 3 clusters Score -297486.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -297493.718750 Penalty: 3967.507568
	Iteration 11Q: 3 clusters Score -297493.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -297498.718750 Penalty: 3967.507568
	Iteration 12Q: 3 clusters Score -297498.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -297504.750000 Penalty: 3967.507568
	Iteration 13Q: 3 clusters Score -297504.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -297510.031250 Penalty: 3967.507568
	Iteration 14Q: 3 clusters Score -297510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -297514.000000 Penalty: 3967.507568
	Iteration 15Q: 3 clusters Score -297514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -297517.531250 Penalty: 3967.507568
	Iteration 16Q: 3 clusters Score -297517.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -297519.437500 Penalty: 3967.507568
	Iteration 17Q: 3 clusters Score -297519.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -297522.187500 Penalty: 3967.507568
	Iteration 18Q: 3 clusters Score -297522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -297526.000000 Penalty: 3967.507568
	Iteration 19Q: 3 clusters Score -297526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -297528.468750 Penalty: 3967.507568
	Iteration 20F: 3 clusters Score -297528.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -297530.468750 Penalty: 3967.507568
	Iteration 21Q: 3 clusters Score -297530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -297532.937500 Penalty: 3967.507568
	Iteration 22Q: 3 clusters Score -297532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -297536.218750 Penalty: 3967.507568
	Iteration 23Q: 3 clusters Score -297536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -297538.312500 Penalty: 3967.507568
	Iteration 24Q: 3 clusters Score -297538.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -297539.906250 Penalty: 3967.507568
	Iteration 25Q: 3 clusters Score -297539.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -297543.312500 Penalty: 3967.507568
	Iteration 26Q: 3 clusters Score -297543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -297545.562500 Penalty: 3967.507568
	Iteration 27Q: 3 clusters Score -297545.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -297550.437500 Penalty: 3967.507568
	Iteration 28Q: 3 clusters Score -297550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -297553.218750 Penalty: 3967.507568
	Iteration 29Q: 3 clusters Score -297553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -297556.937500 Penalty: 3967.507568
	Iteration 30Q: 3 clusters Score -297556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -297559.468750 Penalty: 3967.507568
	Iteration 31Q: 3 clusters Score -297559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -297562.062500 Penalty: 3967.507568
	Iteration 32Q: 3 clusters Score -297562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -297565.031250 Penalty: 3967.507568
	Iteration 33Q: 3 clusters Score -297565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -297566.156250 Penalty: 3967.507568
	Iteration 34Q: 3 clusters Score -297566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -297566.156250 Penalty: 3967.507568
	Iteration 35F: 3 clusters Score -297566.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Entering Unmasked Estep 
Score: -1530908.625000 Penalty: 2373.318115
	Iteration 0F: 2 clusters Score -1530909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1520456.375000 Penalty: 4746.636230
	Iteration 0F: 3 clusters Score -1520456 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1523770.375000 Penalty: 4746.636230
	Iteration 1F: 3 clusters Score -1523770 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1524166.875000 Penalty: 4746.636230
	Iteration 2F: 3 clusters Score -1524167 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1524503.375000 Penalty: 4746.636230
	Iteration 3F: 3 clusters Score -1524503 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1524764.125000 Penalty: 4746.636230
	Iteration 4Q: 3 clusters Score -1524764 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1524979.250000 Penalty: 4746.636230
	Iteration 5Q: 3 clusters Score -1524979 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1525190.375000 Penalty: 4746.636230
	Iteration 6Q: 3 clusters Score -1525190 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1525387.625000 Penalty: 4746.636230
	Iteration 7Q: 3 clusters Score -1525388 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1525588.750000 Penalty: 4746.636230
	Iteration 8Q: 3 clusters Score -1525589 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1525829.750000 Penalty: 4746.636230
	Iteration 9Q: 3 clusters Score -1525830 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1526103.375000 Penalty: 4746.636230
	Iteration 10Q: 3 clusters Score -1526103 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1526405.250000 Penalty: 4746.636230
	Iteration 11Q: 3 clusters Score -1526405 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1526733.375000 Penalty: 4746.636230
	Iteration 12Q: 3 clusters Score -1526733 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1527045.875000 Penalty: 4746.636230
	Iteration 13Q: 3 clusters Score -1527046 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1527297.625000 Penalty: 4746.636230
	Iteration 14Q: 3 clusters Score -1527298 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1527485.625000 Penalty: 4746.636230
	Iteration 15Q: 3 clusters Score -1527486 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1527628.875000 Penalty: 4746.636230
	Iteration 16Q: 3 clusters Score -1527629 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1527727.250000 Penalty: 4746.636230
	Iteration 17Q: 3 clusters Score -1527727 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1527790.375000 Penalty: 4746.636230
	Iteration 18Q: 3 clusters Score -1527790 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1527852.625000 Penalty: 4746.636230
	Iteration 19Q: 3 clusters Score -1527853 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1527904.750000 Penalty: 4746.636230
	Iteration 20F: 3 clusters Score -1527905 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1527942.750000 Penalty: 4746.636230
	Iteration 21Q: 3 clusters Score -1527943 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1527970.625000 Penalty: 4746.636230
	Iteration 22Q: 3 clusters Score -1527971 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1527998.750000 Penalty: 4746.636230
	Iteration 23Q: 3 clusters Score -1527999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1528015.000000 Penalty: 4746.636230
	Iteration 24Q: 3 clusters Score -1528015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1528043.125000 Penalty: 4746.636230
	Iteration 25Q: 3 clusters Score -1528043 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1528048.375000 Penalty: 4746.636230
	Iteration 26Q: 3 clusters Score -1528048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1528068.125000 Penalty: 4746.636230
	Iteration 27Q: 3 clusters Score -1528068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1528077.625000 Penalty: 4746.636230
	Iteration 28Q: 3 clusters Score -1528078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1528085.875000 Penalty: 4746.636230
	Iteration 29Q: 3 clusters Score -1528086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1528099.000000 Penalty: 4746.636230
	Iteration 30Q: 3 clusters Score -1528099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1528108.250000 Penalty: 4746.636230
	Iteration 31Q: 3 clusters Score -1528108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1528121.750000 Penalty: 4746.636230
	Iteration 32Q: 3 clusters Score -1528122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1528126.750000 Penalty: 4746.636230
	Iteration 33Q: 3 clusters Score -1528127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1528137.875000 Penalty: 4746.636230
	Iteration 34Q: 3 clusters Score -1528138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1528142.875000 Penalty: 4746.636230
	Iteration 35Q: 3 clusters Score -1528143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1528152.125000 Penalty: 4746.636230
	Iteration 36Q: 3 clusters Score -1528152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1528163.250000 Penalty: 4746.636230
	Iteration 37Q: 3 clusters Score -1528163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1528174.875000 Penalty: 4746.636230
	Iteration 38Q: 3 clusters Score -1528175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1528186.000000 Penalty: 4746.636230
	Iteration 39Q: 3 clusters Score -1528186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1528193.250000 Penalty: 4746.636230
	Iteration 40F: 3 clusters Score -1528193 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1528200.875000 Penalty: 4746.636230
	Iteration 41Q: 3 clusters Score -1528201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1528210.750000 Penalty: 4746.636230
	Iteration 42Q: 3 clusters Score -1528211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1528218.375000 Penalty: 4746.636230
	Iteration 43Q: 3 clusters Score -1528218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1528227.375000 Penalty: 4746.636230
	Iteration 44Q: 3 clusters Score -1528227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1528236.625000 Penalty: 4746.636230
	Iteration 45Q: 3 clusters Score -1528237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1528238.125000 Penalty: 4746.636230
	Iteration 46Q: 3 clusters Score -1528238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1528245.125000 Penalty: 4746.636230
	Iteration 47Q: 3 clusters Score -1528245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1528249.500000 Penalty: 4746.636230
	Iteration 48Q: 3 clusters Score -1528250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1528255.625000 Penalty: 4746.636230
	Iteration 49Q: 3 clusters Score -1528256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1528263.500000 Penalty: 4746.636230
	Iteration 50Q: 3 clusters Score -1528264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1528271.750000 Penalty: 4746.636230
	Iteration 51Q: 3 clusters Score -1528272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1528273.250000 Penalty: 4746.636230
	Iteration 52Q: 3 clusters Score -1528273 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1528288.125000 Penalty: 4746.636230
	Iteration 53Q: 3 clusters Score -1528288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1528290.500000 Penalty: 4746.636230
	Iteration 54Q: 3 clusters Score -1528290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1528296.000000 Penalty: 4746.636230
	Iteration 55Q: 3 clusters Score -1528296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1528305.625000 Penalty: 4746.636230
	Iteration 56Q: 3 clusters Score -1528306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1528321.125000 Penalty: 4746.636230
	Iteration 57Q: 3 clusters Score -1528321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1528329.625000 Penalty: 4746.636230
	Iteration 58Q: 3 clusters Score -1528330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1528341.875000 Penalty: 4746.636230
	Iteration 59Q: 3 clusters Score -1528342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1528354.750000 Penalty: 4746.636230
	Iteration 60F: 3 clusters Score -1528355 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1528362.750000 Penalty: 4746.636230
	Iteration 61Q: 3 clusters Score -1528363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1528375.125000 Penalty: 4746.636230
	Iteration 62Q: 3 clusters Score -1528375 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1528389.500000 Penalty: 4746.636230
	Iteration 63Q: 3 clusters Score -1528390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1528400.875000 Penalty: 4746.636230
	Iteration 64Q: 3 clusters Score -1528401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1528408.625000 Penalty: 4746.636230
	Iteration 65Q: 3 clusters Score -1528409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1528413.000000 Penalty: 4746.636230
	Iteration 66Q: 3 clusters Score -1528413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1528427.250000 Penalty: 4746.636230
	Iteration 67Q: 3 clusters Score -1528427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1528436.875000 Penalty: 4746.636230
	Iteration 68Q: 3 clusters Score -1528437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1528452.125000 Penalty: 4746.636230
	Iteration 69Q: 3 clusters Score -1528452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1528461.125000 Penalty: 4746.636230
	Iteration 70Q: 3 clusters Score -1528461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1528481.250000 Penalty: 4746.636230
	Iteration 71Q: 3 clusters Score -1528481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1528488.000000 Penalty: 4746.636230
	Iteration 72Q: 3 clusters Score -1528488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1528500.375000 Penalty: 4746.636230
	Iteration 73Q: 3 clusters Score -1528500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1528514.500000 Penalty: 4746.636230
	Iteration 74Q: 3 clusters Score -1528514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1528520.000000 Penalty: 4746.636230
	Iteration 75Q: 3 clusters Score -1528520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1528534.125000 Penalty: 4746.636230
	Iteration 76Q: 3 clusters Score -1528534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1528537.250000 Penalty: 4746.636230
	Iteration 77Q: 3 clusters Score -1528537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1528542.750000 Penalty: 4746.636230
	Iteration 78Q: 3 clusters Score -1528543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1528548.750000 Penalty: 4746.636230
	Iteration 79Q: 3 clusters Score -1528549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1528546.375000 Penalty: 4746.636230
	Iteration 80F: 3 clusters Score -1528546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1528551.750000 Penalty: 4746.636230
	Iteration 81Q: 3 clusters Score -1528552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1528552.750000 Penalty: 4746.636230
	Iteration 82Q: 3 clusters Score -1528553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1528560.500000 Penalty: 4746.636230
	Iteration 83Q: 3 clusters Score -1528560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1528560.000000 Penalty: 4746.636230
	Iteration 84Q: 3 clusters Score -1528560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1528560.125000 Penalty: 4746.636230
	Iteration 85Q: 3 clusters Score -1528560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1528567.000000 Penalty: 4746.636230
	Iteration 86Q: 3 clusters Score -1528567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1528568.625000 Penalty: 4746.636230
	Iteration 87Q: 3 clusters Score -1528569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1528572.000000 Penalty: 4746.636230
	Iteration 88Q: 3 clusters Score -1528572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1528573.625000 Penalty: 4746.636230
	Iteration 89Q: 3 clusters Score -1528574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1528575.625000 Penalty: 4746.636230
	Iteration 90Q: 3 clusters Score -1528576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1528572.875000 Penalty: 4746.636230
	Iteration 91Q: 3 clusters Score -1528573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1528577.125000 Penalty: 4746.636230
	Iteration 92Q: 3 clusters Score -1528577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1528577.250000 Penalty: 4746.636230
	Iteration 93Q: 3 clusters Score -1528577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1528582.750000 Penalty: 4746.636230
	Iteration 94Q: 3 clusters Score -1528583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1528585.375000 Penalty: 4746.636230
	Iteration 95Q: 3 clusters Score -1528585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1528586.625000 Penalty: 4746.636230
	Iteration 96Q: 3 clusters Score -1528587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1528591.125000 Penalty: 4746.636230
	Iteration 97Q: 3 clusters Score -1528591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1528593.375000 Penalty: 4746.636230
	Iteration 98Q: 3 clusters Score -1528593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1528598.750000 Penalty: 4746.636230
	Iteration 99Q: 3 clusters Score -1528599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1528606.000000 Penalty: 4746.636230
	Iteration 100F: 3 clusters Score -1528606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1528614.500000 Penalty: 4746.636230
	Iteration 101Q: 3 clusters Score -1528614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1528618.875000 Penalty: 4746.636230
	Iteration 102Q: 3 clusters Score -1528619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1528623.375000 Penalty: 4746.636230
	Iteration 103Q: 3 clusters Score -1528623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1528624.875000 Penalty: 4746.636230
	Iteration 104Q: 3 clusters Score -1528625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1528625.500000 Penalty: 4746.636230
	Iteration 105Q: 3 clusters Score -1528626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1528633.875000 Penalty: 4746.636230
	Iteration 106Q: 3 clusters Score -1528634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1528634.125000 Penalty: 4746.636230
	Iteration 107Q: 3 clusters Score -1528634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1528643.750000 Penalty: 4746.636230
	Iteration 108Q: 3 clusters Score -1528644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1528642.375000 Penalty: 4746.636230
	Iteration 109Q: 3 clusters Score -1528642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1528647.750000 Penalty: 4746.636230
	Iteration 110Q: 3 clusters Score -1528648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1528649.000000 Penalty: 4746.636230
	Iteration 111Q: 3 clusters Score -1528649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1528654.375000 Penalty: 4746.636230
	Iteration 112Q: 3 clusters Score -1528654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1528650.500000 Penalty: 4746.636230
	Iteration 113Q: 3 clusters Score -1528650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1528653.125000 Penalty: 4746.636230
	Iteration 114Q: 3 clusters Score -1528653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1528654.750000 Penalty: 4746.636230
	Iteration 115Q: 3 clusters Score -1528655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1528657.375000 Penalty: 4746.636230
	Iteration 116Q: 3 clusters Score -1528657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1528663.625000 Penalty: 4746.636230
	Iteration 117Q: 3 clusters Score -1528664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1528669.625000 Penalty: 4746.636230
	Iteration 118Q: 3 clusters Score -1528670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1528676.875000 Penalty: 4746.636230
	Iteration 119Q: 3 clusters Score -1528677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1528681.125000 Penalty: 4746.636230
	Iteration 120F: 3 clusters Score -1528681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1528682.375000 Penalty: 4746.636230
	Iteration 121Q: 3 clusters Score -1528682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1528690.625000 Penalty: 4746.636230
	Iteration 122Q: 3 clusters Score -1528691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1528701.375000 Penalty: 4746.636230
	Iteration 123Q: 3 clusters Score -1528701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1528705.750000 Penalty: 4746.636230
	Iteration 124Q: 3 clusters Score -1528706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1528710.875000 Penalty: 4746.636230
	Iteration 125Q: 3 clusters Score -1528711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1528718.500000 Penalty: 4746.636230
	Iteration 126Q: 3 clusters Score -1528718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1528722.250000 Penalty: 4746.636230
	Iteration 127Q: 3 clusters Score -1528722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1528725.625000 Penalty: 4746.636230
	Iteration 128Q: 3 clusters Score -1528726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1528723.750000 Penalty: 4746.636230
	Iteration 129Q: 3 clusters Score -1528724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1528729.000000 Penalty: 4746.636230
	Iteration 130Q: 3 clusters Score -1528729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1528735.250000 Penalty: 4746.636230
	Iteration 131Q: 3 clusters Score -1528735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1528733.500000 Penalty: 4746.636230
	Iteration 132Q: 3 clusters Score -1528734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1528734.500000 Penalty: 4746.636230
	Iteration 133Q: 3 clusters Score -1528734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1528735.625000 Penalty: 4746.636230
	Iteration 134Q: 3 clusters Score -1528736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1528736.625000 Penalty: 4746.636230
	Iteration 135Q: 3 clusters Score -1528737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1528738.625000 Penalty: 4746.636230
	Iteration 136Q: 3 clusters Score -1528739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1528735.750000 Penalty: 4746.636230
	Iteration 137Q: 3 clusters Score -1528736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1528736.875000 Penalty: 4746.636230
	Iteration 138Q: 3 clusters Score -1528737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1528740.375000 Penalty: 4746.636230
	Iteration 139Q: 3 clusters Score -1528740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1528744.000000 Penalty: 4746.636230
	Iteration 140F: 3 clusters Score -1528744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1528741.375000 Penalty: 4746.636230
	Iteration 141Q: 3 clusters Score -1528741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1528744.875000 Penalty: 4746.636230
	Iteration 142Q: 3 clusters Score -1528745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1528742.625000 Penalty: 4746.636230
	Iteration 143Q: 3 clusters Score -1528743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1528745.625000 Penalty: 4746.636230
	Iteration 144Q: 3 clusters Score -1528746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1528747.875000 Penalty: 4746.636230
	Iteration 145Q: 3 clusters Score -1528748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1528746.250000 Penalty: 4746.636230
	Iteration 146Q: 3 clusters Score -1528746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1528746.250000 Penalty: 4746.636230
	Iteration 147F: 3 clusters Score -1528746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Entering Unmasked Estep 
Score: -5336477.000000 Penalty: 2694.263916
	Iteration 0F: 2 clusters Score -5336477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -5301186.500000 Penalty: 5388.527832
	Iteration 0F: 3 clusters Score -5301186 nChanged 24077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5314619.500000 Penalty: 5388.527832
	Iteration 1F: 3 clusters Score -5314620 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -5315195.000000 Penalty: 5388.527832
	Iteration 2Q: 3 clusters Score -5315195 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -5315705.500000 Penalty: 5388.527832
	Iteration 3Q: 3 clusters Score -5315706 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -5316318.500000 Penalty: 5388.527832
	Iteration 4Q: 3 clusters Score -5316318 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -5317032.500000 Penalty: 5388.527832
	Iteration 5Q: 3 clusters Score -5317032 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -5317909.500000 Penalty: 5388.527832
	Iteration 6Q: 3 clusters Score -5317910 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -5319137.500000 Penalty: 5388.527832
	Iteration 7Q: 3 clusters Score -5319138 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -5320883.500000 Penalty: 5388.527832
	Iteration 8Q: 3 clusters Score -5320884 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -5323041.000000 Penalty: 5388.527832
	Iteration 9F: 3 clusters Score -5323041 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -5325403.500000 Penalty: 5388.527832
	Iteration 10F: 3 clusters Score -5325404 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -5327521.500000 Penalty: 5388.527832
	Iteration 11F: 3 clusters Score -5327522 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -5329225.500000 Penalty: 5388.527832
	Iteration 12Q: 3 clusters Score -5329226 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -5330347.000000 Penalty: 5388.527832
	Iteration 13Q: 3 clusters Score -5330347 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5331169.500000 Penalty: 5388.527832
	Iteration 14Q: 3 clusters Score -5331170 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -5331778.500000 Penalty: 5388.527832
	Iteration 15Q: 3 clusters Score -5331778 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -5332289.000000 Penalty: 5388.527832
	Iteration 16Q: 3 clusters Score -5332289 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -5332694.000000 Penalty: 5388.527832
	Iteration 17Q: 3 clusters Score -5332694 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -5332973.500000 Penalty: 5388.527832
	Iteration 18Q: 3 clusters Score -5332974 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -5333232.000000 Penalty: 5388.527832
	Iteration 19Q: 3 clusters Score -5333232 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -5333405.000000 Penalty: 5388.527832
	Iteration 20F: 3 clusters Score -5333405 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -5333567.000000 Penalty: 5388.527832
	Iteration 21Q: 3 clusters Score -5333567 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -5333698.000000 Penalty: 5388.527832
	Iteration 22Q: 3 clusters Score -5333698 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -5333795.000000 Penalty: 5388.527832
	Iteration 23Q: 3 clusters Score -5333795 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -5333866.500000 Penalty: 5388.527832
	Iteration 24Q: 3 clusters Score -5333866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -5333951.000000 Penalty: 5388.527832
	Iteration 25Q: 3 clusters Score -5333951 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -5333994.000000 Penalty: 5388.527832
	Iteration 26Q: 3 clusters Score -5333994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -5334012.000000 Penalty: 5388.527832
	Iteration 27Q: 3 clusters Score -5334012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -5334051.000000 Penalty: 5388.527832
	Iteration 28Q: 3 clusters Score -5334051 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -5334082.500000 Penalty: 5388.527832
	Iteration 29Q: 3 clusters Score -5334082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -5334119.500000 Penalty: 5388.527832
	Iteration 30Q: 3 clusters Score -5334120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -5334134.000000 Penalty: 5388.527832
	Iteration 31Q: 3 clusters Score -5334134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -5334155.500000 Penalty: 5388.527832
	Iteration 32Q: 3 clusters Score -5334156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -5334170.500000 Penalty: 5388.527832
	Iteration 33Q: 3 clusters Score -5334170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -5334180.500000 Penalty: 5388.527832
	Iteration 34Q: 3 clusters Score -5334180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -5334202.500000 Penalty: 5388.527832
	Iteration 35Q: 3 clusters Score -5334202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -5334214.500000 Penalty: 5388.527832
	Iteration 36Q: 3 clusters Score -5334214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -5334233.000000 Penalty: 5388.527832
	Iteration 37Q: 3 clusters Score -5334233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -5334233.000000 Penalty: 5388.527832
	Iteration 38Q: 3 clusters Score -5334233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -5334232.500000 Penalty: 5388.527832
	Iteration 39Q: 3 clusters Score -5334232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -5334237.500000 Penalty: 5388.527832
	Iteration 40F: 3 clusters Score -5334238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -5334239.000000 Penalty: 5388.527832
	Iteration 41Q: 3 clusters Score -5334239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -5334253.000000 Penalty: 5388.527832
	Iteration 42Q: 3 clusters Score -5334253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -5334258.500000 Penalty: 5388.527832
	Iteration 43Q: 3 clusters Score -5334258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -5334256.500000 Penalty: 5388.527832
	Iteration 44Q: 3 clusters Score -5334256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -5334255.000000 Penalty: 5388.527832
	Iteration 45Q: 3 clusters Score -5334255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -5334258.000000 Penalty: 5388.527832
	Iteration 46Q: 3 clusters Score -5334258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -5334263.500000 Penalty: 5388.527832
	Iteration 47Q: 3 clusters Score -5334264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -5334270.000000 Penalty: 5388.527832
	Iteration 48Q: 3 clusters Score -5334270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -5334273.500000 Penalty: 5388.527832
	Iteration 49Q: 3 clusters Score -5334274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -5334269.000000 Penalty: 5388.527832
	Iteration 50Q: 3 clusters Score -5334269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -5334274.500000 Penalty: 5388.527832
	Iteration 51Q: 3 clusters Score -5334274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -5334280.000000 Penalty: 5388.527832
	Iteration 52Q: 3 clusters Score -5334280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -5334277.500000 Penalty: 5388.527832
	Iteration 53Q: 3 clusters Score -5334278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -5334281.500000 Penalty: 5388.527832
	Iteration 54Q: 3 clusters Score -5334282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -5334288.000000 Penalty: 5388.527832
	Iteration 55Q: 3 clusters Score -5334288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -5334293.000000 Penalty: 5388.527832
	Iteration 56Q: 3 clusters Score -5334293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -5334292.000000 Penalty: 5388.527832
	Iteration 57Q: 3 clusters Score -5334292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -5334290.000000 Penalty: 5388.527832
	Iteration 58Q: 3 clusters Score -5334290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -5334289.500000 Penalty: 5388.527832
	Iteration 59Q: 3 clusters Score -5334290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -5334288.000000 Penalty: 5388.527832
	Iteration 60F: 3 clusters Score -5334288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -5334295.500000 Penalty: 5388.527832
	Iteration 61Q: 3 clusters Score -5334296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -5334295.500000 Penalty: 5388.527832
	Iteration 62Q: 3 clusters Score -5334296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -5334294.000000 Penalty: 5388.527832
	Iteration 63Q: 3 clusters Score -5334294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -5334293.000000 Penalty: 5388.527832
	Iteration 64Q: 3 clusters Score -5334293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 51036 members 
Entering Unmasked Estep 
Score: -5334293.000000 Penalty: 5388.527832
	Iteration 65F: 3 clusters Score -5334293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (116541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116541 members 
Entering Unmasked Estep 
Score: -12237520.000000 Penalty: 2893.167725
	Iteration 0F: 2 clusters Score -1.223752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 58244 members 
Entering Unmasked Estep 
Score: -12159742.000000 Penalty: 5786.335449
	Iteration 0F: 3 clusters Score -1.215974e+07 nChanged 55314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -12191003.000000 Penalty: 5786.335449
	Iteration 1F: 3 clusters Score -1.2191e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -12191671.000000 Penalty: 5786.335449
	Iteration 2Q: 3 clusters Score -1.219167e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -12192660.000000 Penalty: 5786.335449
	Iteration 3Q: 3 clusters Score -1.219266e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -12193857.000000 Penalty: 5786.335449
	Iteration 4Q: 3 clusters Score -1.219386e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -12195583.000000 Penalty: 5786.335449
	Iteration 5Q: 3 clusters Score -1.219558e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -12197853.000000 Penalty: 5786.335449
	Iteration 6Q: 3 clusters Score -1.219785e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -12200860.000000 Penalty: 5786.335449
	Iteration 7F: 3 clusters Score -1.220086e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -12205076.000000 Penalty: 5786.335449
	Iteration 8F: 3 clusters Score -1.220508e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -12210731.000000 Penalty: 5786.335449
	Iteration 9F: 3 clusters Score -1.221073e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -12217632.000000 Penalty: 5786.335449
	Iteration 10F: 3 clusters Score -1.221763e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -12223167.000000 Penalty: 5786.335449
	Iteration 11F: 3 clusters Score -1.222317e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 69789 members 
Entering Unmasked Estep 
Score: -12225380.000000 Penalty: 5786.335449
	Iteration 12Q: 3 clusters Score -1.222538e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -12226109.000000 Penalty: 5786.335449
	Iteration 13Q: 3 clusters Score -1.222611e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -12226610.000000 Penalty: 5786.335449
	Iteration 14Q: 3 clusters Score -1.222661e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -12226955.000000 Penalty: 5786.335449
	Iteration 15Q: 3 clusters Score -1.222696e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -12227297.000000 Penalty: 5786.335449
	Iteration 16Q: 3 clusters Score -1.22273e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -12227611.000000 Penalty: 5786.335449
	Iteration 17Q: 3 clusters Score -1.222761e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -12227857.000000 Penalty: 5786.335449
	Iteration 18Q: 3 clusters Score -1.222786e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -12228236.000000 Penalty: 5786.335449
	Iteration 19Q: 3 clusters Score -1.222824e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -12228498.000000 Penalty: 5786.335449
	Iteration 20F: 3 clusters Score -1.22285e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -12228739.000000 Penalty: 5786.335449
	Iteration 21Q: 3 clusters Score -1.222874e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -12228927.000000 Penalty: 5786.335449
	Iteration 22Q: 3 clusters Score -1.222893e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -12229204.000000 Penalty: 5786.335449
	Iteration 23Q: 3 clusters Score -1.22292e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -12229419.000000 Penalty: 5786.335449
	Iteration 24Q: 3 clusters Score -1.222942e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -12229718.000000 Penalty: 5786.335449
	Iteration 25Q: 3 clusters Score -1.222972e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -12229976.000000 Penalty: 5786.335449
	Iteration 26Q: 3 clusters Score -1.222998e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -12230263.000000 Penalty: 5786.335449
	Iteration 27Q: 3 clusters Score -1.223026e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 88277 members 
Entering Unmasked Estep 
Score: -12230562.000000 Penalty: 5786.335449
	Iteration 28Q: 3 clusters Score -1.223056e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 89381 members 
Entering Unmasked Estep 
Score: -12230765.000000 Penalty: 5786.335449
	Iteration 29Q: 3 clusters Score -1.223076e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -12230961.000000 Penalty: 5786.335449
	Iteration 30Q: 3 clusters Score -1.223096e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -12231268.000000 Penalty: 5786.335449
	Iteration 31Q: 3 clusters Score -1.223127e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 92688 members 
Entering Unmasked Estep 
Score: -12231519.000000 Penalty: 5786.335449
	Iteration 32Q: 3 clusters Score -1.223152e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -12231774.000000 Penalty: 5786.335449
	Iteration 33Q: 3 clusters Score -1.223177e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -12231995.000000 Penalty: 5786.335449
	Iteration 34Q: 3 clusters Score -1.2232e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -12232255.000000 Penalty: 5786.335449
	Iteration 35Q: 3 clusters Score -1.223226e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 96889 members 
Entering Unmasked Estep 
Score: -12232517.000000 Penalty: 5786.335449
	Iteration 36Q: 3 clusters Score -1.223252e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -12232741.000000 Penalty: 5786.335449
	Iteration 37Q: 3 clusters Score -1.223274e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -12232953.000000 Penalty: 5786.335449
	Iteration 38Q: 3 clusters Score -1.223295e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -12233153.000000 Penalty: 5786.335449
	Iteration 39Q: 3 clusters Score -1.223315e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -12233394.000000 Penalty: 5786.335449
	Iteration 40F: 3 clusters Score -1.223339e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 101421 members 
Entering Unmasked Estep 
Score: -12233573.000000 Penalty: 5786.335449
	Iteration 41Q: 3 clusters Score -1.223357e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -12233686.000000 Penalty: 5786.335449
	Iteration 42Q: 3 clusters Score -1.223369e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -12233838.000000 Penalty: 5786.335449
	Iteration 43Q: 3 clusters Score -1.223384e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 103534 members 
Entering Unmasked Estep 
Score: -12233993.000000 Penalty: 5786.335449
	Iteration 44Q: 3 clusters Score -1.223399e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
Score: -12234168.000000 Penalty: 5786.335449
	Iteration 45Q: 3 clusters Score -1.223417e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 104825 members 
Entering Unmasked Estep 
Score: -12234313.000000 Penalty: 5786.335449
	Iteration 46Q: 3 clusters Score -1.223431e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -12234429.000000 Penalty: 5786.335449
	Iteration 47Q: 3 clusters Score -1.223443e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 105909 members 
Entering Unmasked Estep 
Score: -12234514.000000 Penalty: 5786.335449
	Iteration 48Q: 3 clusters Score -1.223451e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -12234637.000000 Penalty: 5786.335449
	Iteration 49Q: 3 clusters Score -1.223464e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -12234730.000000 Penalty: 5786.335449
	Iteration 50Q: 3 clusters Score -1.223473e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -12234830.000000 Penalty: 5786.335449
	Iteration 51Q: 3 clusters Score -1.223483e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -12234911.000000 Penalty: 5786.335449
	Iteration 52Q: 3 clusters Score -1.223491e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -12235006.000000 Penalty: 5786.335449
	Iteration 53Q: 3 clusters Score -1.223501e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -12235063.000000 Penalty: 5786.335449
	Iteration 54Q: 3 clusters Score -1.223506e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -12235101.000000 Penalty: 5786.335449
	Iteration 55Q: 3 clusters Score -1.22351e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 109055 members 
Entering Unmasked Estep 
Score: -12235206.000000 Penalty: 5786.335449
	Iteration 56Q: 3 clusters Score -1.223521e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -12235288.000000 Penalty: 5786.335449
	Iteration 57Q: 3 clusters Score -1.223529e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 109518 members 
Entering Unmasked Estep 
Score: -12235281.000000 Penalty: 5786.335449
	Iteration 58Q: 3 clusters Score -1.223528e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 109711 members 
Entering Unmasked Estep 
Score: -12235324.000000 Penalty: 5786.335449
	Iteration 59Q: 3 clusters Score -1.223532e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -12235364.000000 Penalty: 5786.335449
	Iteration 60F: 3 clusters Score -1.223536e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -12235414.000000 Penalty: 5786.335449
	Iteration 61Q: 3 clusters Score -1.223541e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -12235424.000000 Penalty: 5786.335449
	Iteration 62Q: 3 clusters Score -1.223542e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 110470 members 
Entering Unmasked Estep 
Score: -12235466.000000 Penalty: 5786.335449
	Iteration 63Q: 3 clusters Score -1.223547e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 110622 members 
Entering Unmasked Estep 
Score: -12235493.000000 Penalty: 5786.335449
	Iteration 64Q: 3 clusters Score -1.223549e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 110770 members 
Entering Unmasked Estep 
Score: -12235548.000000 Penalty: 5786.335449
	Iteration 65Q: 3 clusters Score -1.223555e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 110895 members 
Entering Unmasked Estep 
Score: -12235563.000000 Penalty: 5786.335449
	Iteration 66Q: 3 clusters Score -1.223556e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 111028 members 
Entering Unmasked Estep 
Score: -12235598.000000 Penalty: 5786.335449
	Iteration 67Q: 3 clusters Score -1.22356e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 111165 members 
Entering Unmasked Estep 
Score: -12235644.000000 Penalty: 5786.335449
	Iteration 68Q: 3 clusters Score -1.223564e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 111312 members 
Entering Unmasked Estep 
Score: -12235680.000000 Penalty: 5786.335449
	Iteration 69Q: 3 clusters Score -1.223568e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 111451 members 
Entering Unmasked Estep 
Score: -12235708.000000 Penalty: 5786.335449
	Iteration 70Q: 3 clusters Score -1.223571e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -12235689.000000 Penalty: 5786.335449
	Iteration 71Q: 3 clusters Score -1.223569e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 111717 members 
Entering Unmasked Estep 
Score: -12235743.000000 Penalty: 5786.335449
	Iteration 72Q: 3 clusters Score -1.223574e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -12235755.000000 Penalty: 5786.335449
	Iteration 73Q: 3 clusters Score -1.223576e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -12235769.000000 Penalty: 5786.335449
	Iteration 74Q: 3 clusters Score -1.223577e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -12235802.000000 Penalty: 5786.335449
	Iteration 75Q: 3 clusters Score -1.22358e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 112105 members 
Entering Unmasked Estep 
Score: -12235810.000000 Penalty: 5786.335449
	Iteration 76Q: 3 clusters Score -1.223581e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -12235798.000000 Penalty: 5786.335449
	Iteration 77Q: 3 clusters Score -1.22358e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 112237 members 
Entering Unmasked Estep 
Score: -12235818.000000 Penalty: 5786.335449
	Iteration 78Q: 3 clusters Score -1.223582e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -12235833.000000 Penalty: 5786.335449
	Iteration 79Q: 3 clusters Score -1.223583e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 112343 members 
Entering Unmasked Estep 
Score: -12235833.000000 Penalty: 5786.335449
	Iteration 80F: 3 clusters Score -1.223583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 112379 members 
Entering Unmasked Estep 
Score: -12235839.000000 Penalty: 5786.335449
	Iteration 81Q: 3 clusters Score -1.223584e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 112425 members 
Entering Unmasked Estep 
Score: -12235871.000000 Penalty: 5786.335449
	Iteration 82Q: 3 clusters Score -1.223587e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -12235889.000000 Penalty: 5786.335449
	Iteration 83Q: 3 clusters Score -1.223589e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 112526 members 
Entering Unmasked Estep 
Score: -12235898.000000 Penalty: 5786.335449
	Iteration 84Q: 3 clusters Score -1.22359e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 112573 members 
Entering Unmasked Estep 
Score: -12235918.000000 Penalty: 5786.335449
	Iteration 85Q: 3 clusters Score -1.223592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 112607 members 
Entering Unmasked Estep 
Score: -12235920.000000 Penalty: 5786.335449
	Iteration 86Q: 3 clusters Score -1.223592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 112635 members 
Entering Unmasked Estep 
Score: -12235917.000000 Penalty: 5786.335449
	Iteration 87Q: 3 clusters Score -1.223592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -12235905.000000 Penalty: 5786.335449
	Iteration 88Q: 3 clusters Score -1.22359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 112700 members 
Entering Unmasked Estep 
Score: -12235905.000000 Penalty: 5786.335449
	Iteration 89Q: 3 clusters Score -1.22359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -12235919.000000 Penalty: 5786.335449
	Iteration 90Q: 3 clusters Score -1.223592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -12235900.000000 Penalty: 5786.335449
	Iteration 91Q: 3 clusters Score -1.22359e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -12235892.000000 Penalty: 5786.335449
	Iteration 92Q: 3 clusters Score -1.223589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 112793 members 
Entering Unmasked Estep 
Score: -12235901.000000 Penalty: 5786.335449
	Iteration 93Q: 3 clusters Score -1.22359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 112812 members 
Entering Unmasked Estep 
Score: -12235922.000000 Penalty: 5786.335449
	Iteration 94Q: 3 clusters Score -1.223592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 112829 members 
Entering Unmasked Estep 
Score: -12235910.000000 Penalty: 5786.335449
	Iteration 95Q: 3 clusters Score -1.223591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -12235903.000000 Penalty: 5786.335449
	Iteration 96Q: 3 clusters Score -1.22359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 112857 members 
Entering Unmasked Estep 
Score: -12235925.000000 Penalty: 5786.335449
	Iteration 97Q: 3 clusters Score -1.223592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 112874 members 
Entering Unmasked Estep 
Score: -12235918.000000 Penalty: 5786.335449
	Iteration 98Q: 3 clusters Score -1.223592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -12235926.000000 Penalty: 5786.335449
	Iteration 99Q: 3 clusters Score -1.223593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 112899 members 
Entering Unmasked Estep 
Score: -12235926.000000 Penalty: 5786.335449
	Iteration 100F: 3 clusters Score -1.223593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 112911 members 
Entering Unmasked Estep 
Score: -12235920.000000 Penalty: 5786.335449
	Iteration 101Q: 3 clusters Score -1.223592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 112923 members 
Entering Unmasked Estep 
Score: -12235949.000000 Penalty: 5786.335449
	Iteration 102Q: 3 clusters Score -1.223595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 112935 members 
Entering Unmasked Estep 
Score: -12235952.000000 Penalty: 5786.335449
	Iteration 103Q: 3 clusters Score -1.223595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 112946 members 
Entering Unmasked Estep 
Score: -12235955.000000 Penalty: 5786.335449
	Iteration 104Q: 3 clusters Score -1.223596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 112961 members 
Entering Unmasked Estep 
Score: -12235972.000000 Penalty: 5786.335449
	Iteration 105Q: 3 clusters Score -1.223597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -12235962.000000 Penalty: 5786.335449
	Iteration 106Q: 3 clusters Score -1.223596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 112999 members 
Entering Unmasked Estep 
Score: -12235959.000000 Penalty: 5786.335449
	Iteration 107Q: 3 clusters Score -1.223596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 113020 members 
Entering Unmasked Estep 
Score: -12235948.000000 Penalty: 5786.335449
	Iteration 108Q: 3 clusters Score -1.223595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 113040 members 
Entering Unmasked Estep 
Score: -12235957.000000 Penalty: 5786.335449
	Iteration 109Q: 3 clusters Score -1.223596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 113064 members 
Entering Unmasked Estep 
Score: -12235965.000000 Penalty: 5786.335449
	Iteration 110Q: 3 clusters Score -1.223596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 113085 members 
Entering Unmasked Estep 
Score: -12235953.000000 Penalty: 5786.335449
	Iteration 111Q: 3 clusters Score -1.223595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 113110 members 
Entering Unmasked Estep 
Score: -12235937.000000 Penalty: 5786.335449
	Iteration 112Q: 3 clusters Score -1.223594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 113133 members 
Entering Unmasked Estep 
Score: -12235944.000000 Penalty: 5786.335449
	Iteration 113Q: 3 clusters Score -1.223594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 113153 members 
Entering Unmasked Estep 
Score: -12235943.000000 Penalty: 5786.335449
	Iteration 114Q: 3 clusters Score -1.223594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 113163 members 
Entering Unmasked Estep 
Score: -12235944.000000 Penalty: 5786.335449
	Iteration 115Q: 3 clusters Score -1.223594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 113168 members 
Entering Unmasked Estep 
Score: -12235956.000000 Penalty: 5786.335449
	Iteration 116Q: 3 clusters Score -1.223596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -12235955.000000 Penalty: 5786.335449
	Iteration 117Q: 3 clusters Score -1.223596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 113189 members 
Entering Unmasked Estep 
Score: -12235960.000000 Penalty: 5786.335449
	Iteration 118Q: 3 clusters Score -1.223596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 113200 members 
Entering Unmasked Estep 
Score: -12235947.000000 Penalty: 5786.335449
	Iteration 119Q: 3 clusters Score -1.223595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -12235950.000000 Penalty: 5786.335449
	Iteration 120F: 3 clusters Score -1.223595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 113222 members 
Entering Unmasked Estep 
Score: -12235972.000000 Penalty: 5786.335449
	Iteration 121Q: 3 clusters Score -1.223597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 113229 members 
Entering Unmasked Estep 
Score: -12235978.000000 Penalty: 5786.335449
	Iteration 122Q: 3 clusters Score -1.223598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 113233 members 
Entering Unmasked Estep 
Score: -12235975.000000 Penalty: 5786.335449
	Iteration 123Q: 3 clusters Score -1.223598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -12235981.000000 Penalty: 5786.335449
	Iteration 124Q: 3 clusters Score -1.223598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -12235977.000000 Penalty: 5786.335449
	Iteration 125Q: 3 clusters Score -1.223598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 113244 members 
Entering Unmasked Estep 
Score: -12235985.000000 Penalty: 5786.335449
	Iteration 126Q: 3 clusters Score -1.223598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 113245 members 
Entering Unmasked Estep 
Score: -12235983.000000 Penalty: 5786.335449
	Iteration 127Q: 3 clusters Score -1.223598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -12235982.000000 Penalty: 5786.335449
	Iteration 128Q: 3 clusters Score -1.223598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -12235982.000000 Penalty: 5786.335449
	Iteration 129Q: 3 clusters Score -1.223598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 113247 members 
Entering Unmasked Estep 
Score: -12235982.000000 Penalty: 5786.335449
	Iteration 130F: 3 clusters Score -1.223598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (127388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127388 members 
Entering Unmasked Estep 
Score: -13334846.000000 Penalty: 2915.238037
	Iteration 0F: 2 clusters Score -1.333485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 63609 members 
Entering Unmasked Estep 
Score: -13249980.000000 Penalty: 5830.476074
	Iteration 0F: 3 clusters Score -1.324998e+07 nChanged 60681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -13284738.000000 Penalty: 5830.476074
	Iteration 1F: 3 clusters Score -1.328474e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -13285567.000000 Penalty: 5830.476074
	Iteration 2Q: 3 clusters Score -1.328557e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -13286484.000000 Penalty: 5830.476074
	Iteration 3Q: 3 clusters Score -1.328648e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65203 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -13287705.000000 Penalty: 5830.476074
	Iteration 4Q: 3 clusters Score -1.32877e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -13289410.000000 Penalty: 5830.476074
	Iteration 5Q: 3 clusters Score -1.328941e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66198 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -13291695.000000 Penalty: 5830.476074
	Iteration 6Q: 3 clusters Score -1.32917e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66566 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -13295169.000000 Penalty: 5830.476074
	Iteration 7Q: 3 clusters Score -1.329517e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 60648 members 
Entering Unmasked Estep 
Score: -13299763.000000 Penalty: 5830.476074
	Iteration 8F: 3 clusters Score -1.329976e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -13305505.000000 Penalty: 5830.476074
	Iteration 9F: 3 clusters Score -1.33055e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -13311273.000000 Penalty: 5830.476074
	Iteration 10F: 3 clusters Score -1.331127e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -13315328.000000 Penalty: 5830.476074
	Iteration 11F: 3 clusters Score -1.331533e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -13317320.000000 Penalty: 5830.476074
	Iteration 12Q: 3 clusters Score -1.331732e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -13318176.000000 Penalty: 5830.476074
	Iteration 13Q: 3 clusters Score -1.331818e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -13318667.000000 Penalty: 5830.476074
	Iteration 14Q: 3 clusters Score -1.331867e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -13319141.000000 Penalty: 5830.476074
	Iteration 15Q: 3 clusters Score -1.331914e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 65270 members 
Entering Unmasked Estep 
Score: -13319579.000000 Penalty: 5830.476074
	Iteration 16Q: 3 clusters Score -1.331958e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -13319944.000000 Penalty: 5830.476074
	Iteration 17Q: 3 clusters Score -1.331994e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -13320386.000000 Penalty: 5830.476074
	Iteration 18Q: 3 clusters Score -1.332039e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -13320688.000000 Penalty: 5830.476074
	Iteration 19Q: 3 clusters Score -1.332069e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 68114 members 
Entering Unmasked Estep 
Score: -13320994.000000 Penalty: 5830.476074
	Iteration 20F: 3 clusters Score -1.332099e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -13321276.000000 Penalty: 5830.476074
	Iteration 21Q: 3 clusters Score -1.332128e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57810 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -13321588.000000 Penalty: 5830.476074
	Iteration 22Q: 3 clusters Score -1.332159e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57066 members 
Mstep: Class 2 contains 70322 members 
Entering Unmasked Estep 
Score: -13321715.000000 Penalty: 5830.476074
	Iteration 23Q: 3 clusters Score -1.332172e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -13321896.000000 Penalty: 5830.476074
	Iteration 24Q: 3 clusters Score -1.33219e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 71763 members 
Entering Unmasked Estep 
Score: -13322152.000000 Penalty: 5830.476074
	Iteration 25Q: 3 clusters Score -1.332215e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -13322332.000000 Penalty: 5830.476074
	Iteration 26Q: 3 clusters Score -1.332233e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 73229 members 
Entering Unmasked Estep 
Score: -13322497.000000 Penalty: 5830.476074
	Iteration 27Q: 3 clusters Score -1.33225e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -13322556.000000 Penalty: 5830.476074
	Iteration 28Q: 3 clusters Score -1.332256e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -13322659.000000 Penalty: 5830.476074
	Iteration 29Q: 3 clusters Score -1.332266e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -13322728.000000 Penalty: 5830.476074
	Iteration 30Q: 3 clusters Score -1.332273e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -13322847.000000 Penalty: 5830.476074
	Iteration 31Q: 3 clusters Score -1.332285e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 76849 members 
Entering Unmasked Estep 
Score: -13322966.000000 Penalty: 5830.476074
	Iteration 32Q: 3 clusters Score -1.332297e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -13322982.000000 Penalty: 5830.476074
	Iteration 33Q: 3 clusters Score -1.332298e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -13323011.000000 Penalty: 5830.476074
	Iteration 34Q: 3 clusters Score -1.332301e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -13323059.000000 Penalty: 5830.476074
	Iteration 35Q: 3 clusters Score -1.332306e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -13323181.000000 Penalty: 5830.476074
	Iteration 36Q: 3 clusters Score -1.332318e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -13323244.000000 Penalty: 5830.476074
	Iteration 37Q: 3 clusters Score -1.332324e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 81936 members 
Entering Unmasked Estep 
Score: -13323361.000000 Penalty: 5830.476074
	Iteration 38Q: 3 clusters Score -1.332336e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -13323535.000000 Penalty: 5830.476074
	Iteration 39Q: 3 clusters Score -1.332354e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -13323683.000000 Penalty: 5830.476074
	Iteration 40F: 3 clusters Score -1.332368e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 84944 members 
Entering Unmasked Estep 
Score: -13323878.000000 Penalty: 5830.476074
	Iteration 41Q: 3 clusters Score -1.332388e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -13324118.000000 Penalty: 5830.476074
	Iteration 42Q: 3 clusters Score -1.332412e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -13324229.000000 Penalty: 5830.476074
	Iteration 43Q: 3 clusters Score -1.332423e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -13324413.000000 Penalty: 5830.476074
	Iteration 44Q: 3 clusters Score -1.332441e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 89230 members 
Entering Unmasked Estep 
Score: -13324560.000000 Penalty: 5830.476074
	Iteration 45Q: 3 clusters Score -1.332456e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -13324749.000000 Penalty: 5830.476074
	Iteration 46Q: 3 clusters Score -1.332475e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -13324891.000000 Penalty: 5830.476074
	Iteration 47Q: 3 clusters Score -1.332489e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 92636 members 
Entering Unmasked Estep 
Score: -13325053.000000 Penalty: 5830.476074
	Iteration 48Q: 3 clusters Score -1.332505e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -13325323.000000 Penalty: 5830.476074
	Iteration 49Q: 3 clusters Score -1.332532e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -13325495.000000 Penalty: 5830.476074
	Iteration 50Q: 3 clusters Score -1.33255e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -13325775.000000 Penalty: 5830.476074
	Iteration 51Q: 3 clusters Score -1.332578e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -13326111.000000 Penalty: 5830.476074
	Iteration 52Q: 3 clusters Score -1.332611e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 98990 members 
Entering Unmasked Estep 
Score: -13326401.000000 Penalty: 5830.476074
	Iteration 53Q: 3 clusters Score -1.33264e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 100334 members 
Entering Unmasked Estep 
Score: -13326696.000000 Penalty: 5830.476074
	Iteration 54Q: 3 clusters Score -1.33267e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -13326997.000000 Penalty: 5830.476074
	Iteration 55Q: 3 clusters Score -1.3327e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 102929 members 
Entering Unmasked Estep 
Score: -13327282.000000 Penalty: 5830.476074
	Iteration 56Q: 3 clusters Score -1.332728e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 104171 members 
Entering Unmasked Estep 
Score: -13327596.000000 Penalty: 5830.476074
	Iteration 57Q: 3 clusters Score -1.33276e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -13327912.000000 Penalty: 5830.476074
	Iteration 58Q: 3 clusters Score -1.332791e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 106765 members 
Entering Unmasked Estep 
Score: -13328339.000000 Penalty: 5830.476074
	Iteration 59Q: 3 clusters Score -1.332834e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 108097 members 
Entering Unmasked Estep 
Score: -13328745.000000 Penalty: 5830.476074
	Iteration 60F: 3 clusters Score -1.332874e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 109435 members 
Entering Unmasked Estep 
Score: -13329186.000000 Penalty: 5830.476074
	Iteration 61Q: 3 clusters Score -1.332919e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -13329506.000000 Penalty: 5830.476074
	Iteration 62Q: 3 clusters Score -1.332951e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -13329864.000000 Penalty: 5830.476074
	Iteration 63Q: 3 clusters Score -1.332986e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 113131 members 
Entering Unmasked Estep 
Score: -13330214.000000 Penalty: 5830.476074
	Iteration 64Q: 3 clusters Score -1.333021e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 114282 members 
Entering Unmasked Estep 
Score: -13330625.000000 Penalty: 5830.476074
	Iteration 65Q: 3 clusters Score -1.333062e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 115313 members 
Entering Unmasked Estep 
Score: -13330935.000000 Penalty: 5830.476074
	Iteration 66Q: 3 clusters Score -1.333094e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 116237 members 
Entering Unmasked Estep 
Score: -13331187.000000 Penalty: 5830.476074
	Iteration 67Q: 3 clusters Score -1.333119e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -13331521.000000 Penalty: 5830.476074
	Iteration 68Q: 3 clusters Score -1.333152e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 117883 members 
Entering Unmasked Estep 
Score: -13331783.000000 Penalty: 5830.476074
	Iteration 69Q: 3 clusters Score -1.333178e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 118556 members 
Entering Unmasked Estep 
Score: -13331961.000000 Penalty: 5830.476074
	Iteration 70Q: 3 clusters Score -1.333196e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -13332177.000000 Penalty: 5830.476074
	Iteration 71Q: 3 clusters Score -1.333218e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 119812 members 
Entering Unmasked Estep 
Score: -13332273.000000 Penalty: 5830.476074
	Iteration 72Q: 3 clusters Score -1.333227e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 120331 members 
Entering Unmasked Estep 
Score: -13332436.000000 Penalty: 5830.476074
	Iteration 73Q: 3 clusters Score -1.333244e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 120773 members 
Entering Unmasked Estep 
Score: -13332529.000000 Penalty: 5830.476074
	Iteration 74Q: 3 clusters Score -1.333253e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 121191 members 
Entering Unmasked Estep 
Score: -13332668.000000 Penalty: 5830.476074
	Iteration 75Q: 3 clusters Score -1.333267e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 121554 members 
Entering Unmasked Estep 
Score: -13332756.000000 Penalty: 5830.476074
	Iteration 76Q: 3 clusters Score -1.333276e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 121864 members 
Entering Unmasked Estep 
Score: -13332850.000000 Penalty: 5830.476074
	Iteration 77Q: 3 clusters Score -1.333285e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 122162 members 
Entering Unmasked Estep 
Score: -13332906.000000 Penalty: 5830.476074
	Iteration 78Q: 3 clusters Score -1.333291e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 122405 members 
Entering Unmasked Estep 
Score: -13332950.000000 Penalty: 5830.476074
	Iteration 79Q: 3 clusters Score -1.333295e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 122607 members 
Entering Unmasked Estep 
Score: -13332977.000000 Penalty: 5830.476074
	Iteration 80F: 3 clusters Score -1.333298e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 122780 members 
Entering Unmasked Estep 
Score: -13332986.000000 Penalty: 5830.476074
	Iteration 81Q: 3 clusters Score -1.333299e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 122939 members 
Entering Unmasked Estep 
Score: -13332991.000000 Penalty: 5830.476074
	Iteration 82Q: 3 clusters Score -1.333299e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 123073 members 
Entering Unmasked Estep 
Score: -13333056.000000 Penalty: 5830.476074
	Iteration 83Q: 3 clusters Score -1.333306e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 123202 members 
Entering Unmasked Estep 
Score: -13333075.000000 Penalty: 5830.476074
	Iteration 84Q: 3 clusters Score -1.333308e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 123315 members 
Entering Unmasked Estep 
Score: -13333115.000000 Penalty: 5830.476074
	Iteration 85Q: 3 clusters Score -1.333312e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 123426 members 
Entering Unmasked Estep 
Score: -13333105.000000 Penalty: 5830.476074
	Iteration 86Q: 3 clusters Score -1.33331e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 123525 members 
Entering Unmasked Estep 
Score: -13333132.000000 Penalty: 5830.476074
	Iteration 87Q: 3 clusters Score -1.333313e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 123617 members 
Entering Unmasked Estep 
Score: -13333170.000000 Penalty: 5830.476074
	Iteration 88Q: 3 clusters Score -1.333317e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 123684 members 
Entering Unmasked Estep 
Score: -13333183.000000 Penalty: 5830.476074
	Iteration 89Q: 3 clusters Score -1.333318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 123739 members 
Entering Unmasked Estep 
Score: -13333200.000000 Penalty: 5830.476074
	Iteration 90Q: 3 clusters Score -1.33332e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 123783 members 
Entering Unmasked Estep 
Score: -13333223.000000 Penalty: 5830.476074
	Iteration 91Q: 3 clusters Score -1.333322e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 123821 members 
Entering Unmasked Estep 
Score: -13333246.000000 Penalty: 5830.476074
	Iteration 92Q: 3 clusters Score -1.333325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -13333251.000000 Penalty: 5830.476074
	Iteration 93Q: 3 clusters Score -1.333325e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 123881 members 
Entering Unmasked Estep 
Score: -13333258.000000 Penalty: 5830.476074
	Iteration 94Q: 3 clusters Score -1.333326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 123907 members 
Entering Unmasked Estep 
Score: -13333252.000000 Penalty: 5830.476074
	Iteration 95Q: 3 clusters Score -1.333325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -13333238.000000 Penalty: 5830.476074
	Iteration 96Q: 3 clusters Score -1.333324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 123969 members 
Entering Unmasked Estep 
Score: -13333242.000000 Penalty: 5830.476074
	Iteration 97Q: 3 clusters Score -1.333324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 124001 members 
Entering Unmasked Estep 
Score: -13333240.000000 Penalty: 5830.476074
	Iteration 98Q: 3 clusters Score -1.333324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 124023 members 
Entering Unmasked Estep 
Score: -13333247.000000 Penalty: 5830.476074
	Iteration 99Q: 3 clusters Score -1.333325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 124044 members 
Entering Unmasked Estep 
Score: -13333240.000000 Penalty: 5830.476074
	Iteration 100F: 3 clusters Score -1.333324e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 124061 members 
Entering Unmasked Estep 
Score: -13333236.000000 Penalty: 5830.476074
	Iteration 101Q: 3 clusters Score -1.333324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 124081 members 
Entering Unmasked Estep 
Score: -13333230.000000 Penalty: 5830.476074
	Iteration 102Q: 3 clusters Score -1.333323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 124103 members 
Entering Unmasked Estep 
Score: -13333242.000000 Penalty: 5830.476074
	Iteration 103Q: 3 clusters Score -1.333324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 124122 members 
Entering Unmasked Estep 
Score: -13333258.000000 Penalty: 5830.476074
	Iteration 104Q: 3 clusters Score -1.333326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 124140 members 
Entering Unmasked Estep 
Score: -13333245.000000 Penalty: 5830.476074
	Iteration 105Q: 3 clusters Score -1.333324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -13333244.000000 Penalty: 5830.476074
	Iteration 106Q: 3 clusters Score -1.333324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 124165 members 
Entering Unmasked Estep 
Score: -13333247.000000 Penalty: 5830.476074
	Iteration 107Q: 3 clusters Score -1.333325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 124179 members 
Entering Unmasked Estep 
Score: -13333238.000000 Penalty: 5830.476074
	Iteration 108Q: 3 clusters Score -1.333324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 124192 members 
Entering Unmasked Estep 
Score: -13333243.000000 Penalty: 5830.476074
	Iteration 109Q: 3 clusters Score -1.333324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 124206 members 
Entering Unmasked Estep 
Score: -13333254.000000 Penalty: 5830.476074
	Iteration 110Q: 3 clusters Score -1.333325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 124220 members 
Entering Unmasked Estep 
Score: -13333265.000000 Penalty: 5830.476074
	Iteration 111Q: 3 clusters Score -1.333326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 124239 members 
Entering Unmasked Estep 
Score: -13333257.000000 Penalty: 5830.476074
	Iteration 112Q: 3 clusters Score -1.333326e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 124259 members 
Entering Unmasked Estep 
Score: -13333250.000000 Penalty: 5830.476074
	Iteration 113Q: 3 clusters Score -1.333325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 124293 members 
Entering Unmasked Estep 
Score: -13333280.000000 Penalty: 5830.476074
	Iteration 114Q: 3 clusters Score -1.333328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -13333292.000000 Penalty: 5830.476074
	Iteration 115Q: 3 clusters Score -1.333329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 124336 members 
Entering Unmasked Estep 
Score: -13333291.000000 Penalty: 5830.476074
	Iteration 116Q: 3 clusters Score -1.333329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
Score: -13333299.000000 Penalty: 5830.476074
	Iteration 117Q: 3 clusters Score -1.33333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -13333305.000000 Penalty: 5830.476074
	Iteration 118Q: 3 clusters Score -1.33333e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 124397 members 
Entering Unmasked Estep 
Score: -13333320.000000 Penalty: 5830.476074
	Iteration 119Q: 3 clusters Score -1.333332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -13333307.000000 Penalty: 5830.476074
	Iteration 120F: 3 clusters Score -1.333331e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -13333316.000000 Penalty: 5830.476074
	Iteration 121Q: 3 clusters Score -1.333332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 124444 members 
Entering Unmasked Estep 
Score: -13333306.000000 Penalty: 5830.476074
	Iteration 122Q: 3 clusters Score -1.333331e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -13333305.000000 Penalty: 5830.476074
	Iteration 123Q: 3 clusters Score -1.33333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -13333291.000000 Penalty: 5830.476074
	Iteration 124Q: 3 clusters Score -1.333329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 124499 members 
Entering Unmasked Estep 
Score: -13333298.000000 Penalty: 5830.476074
	Iteration 125Q: 3 clusters Score -1.33333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -13333273.000000 Penalty: 5830.476074
	Iteration 126Q: 3 clusters Score -1.333327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 124532 members 
Entering Unmasked Estep 
Score: -13333285.000000 Penalty: 5830.476074
	Iteration 127Q: 3 clusters Score -1.333328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 124545 members 
Entering Unmasked Estep 
Score: -13333292.000000 Penalty: 5830.476074
	Iteration 128Q: 3 clusters Score -1.333329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 124556 members 
Entering Unmasked Estep 
Score: -13333296.000000 Penalty: 5830.476074
	Iteration 129Q: 3 clusters Score -1.33333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 124571 members 
Entering Unmasked Estep 
Score: -13333301.000000 Penalty: 5830.476074
	Iteration 130Q: 3 clusters Score -1.33333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 124588 members 
Entering Unmasked Estep 
Score: -13333289.000000 Penalty: 5830.476074
	Iteration 131Q: 3 clusters Score -1.333329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -13333293.000000 Penalty: 5830.476074
	Iteration 132Q: 3 clusters Score -1.333329e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 124619 members 
Entering Unmasked Estep 
Score: -13333280.000000 Penalty: 5830.476074
	Iteration 133Q: 3 clusters Score -1.333328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 124635 members 
Entering Unmasked Estep 
Score: -13333273.000000 Penalty: 5830.476074
	Iteration 134Q: 3 clusters Score -1.333327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 124645 members 
Entering Unmasked Estep 
Score: -13333267.000000 Penalty: 5830.476074
	Iteration 135Q: 3 clusters Score -1.333327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -13333267.000000 Penalty: 5830.476074
	Iteration 136Q: 3 clusters Score -1.333327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 124652 members 
Entering Unmasked Estep 
Score: -13333260.000000 Penalty: 5830.476074
	Iteration 137Q: 3 clusters Score -1.333326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 124658 members 
Entering Unmasked Estep 
Score: -13333265.000000 Penalty: 5830.476074
	Iteration 138Q: 3 clusters Score -1.333326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -13333266.000000 Penalty: 5830.476074
	Iteration 139Q: 3 clusters Score -1.333327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -13333275.000000 Penalty: 5830.476074
	Iteration 140F: 3 clusters Score -1.333328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 124666 members 
Entering Unmasked Estep 
Score: -13333283.000000 Penalty: 5830.476074
	Iteration 141Q: 3 clusters Score -1.333328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 124670 members 
Entering Unmasked Estep 
Score: -13333283.000000 Penalty: 5830.476074
	Iteration 142Q: 3 clusters Score -1.333328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -13333295.000000 Penalty: 5830.476074
	Iteration 143Q: 3 clusters Score -1.33333e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 124682 members 
Entering Unmasked Estep 
Score: -13333288.000000 Penalty: 5830.476074
	Iteration 144Q: 3 clusters Score -1.333329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 124692 members 
Entering Unmasked Estep 
Score: -13333284.000000 Penalty: 5830.476074
	Iteration 145Q: 3 clusters Score -1.333328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 124699 members 
Entering Unmasked Estep 
Score: -13333283.000000 Penalty: 5830.476074
	Iteration 146Q: 3 clusters Score -1.333328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -13333285.000000 Penalty: 5830.476074
	Iteration 147Q: 3 clusters Score -1.333328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 124703 members 
Entering Unmasked Estep 
Score: -13333287.000000 Penalty: 5830.476074
	Iteration 148Q: 3 clusters Score -1.333329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 124703 members 
Entering Unmasked Estep 
Score: -13333287.000000 Penalty: 5830.476074
	Iteration 149F: 3 clusters Score -1.333329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Entering Unmasked Estep 
Score: -1825731.875000 Penalty: 2417.721924
	Iteration 0F: 2 clusters Score -1825732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1813422.000000 Penalty: 4835.443848
	Iteration 0F: 3 clusters Score -1813422 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1817388.875000 Penalty: 4835.443848
	Iteration 1F: 3 clusters Score -1817389 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1817781.125000 Penalty: 4835.443848
	Iteration 2F: 3 clusters Score -1817781 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1818126.875000 Penalty: 4835.443848
	Iteration 3Q: 3 clusters Score -1818127 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1818534.125000 Penalty: 4835.443848
	Iteration 4Q: 3 clusters Score -1818534 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1818997.500000 Penalty: 4835.443848
	Iteration 5F: 3 clusters Score -1818998 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1819581.875000 Penalty: 4835.443848
	Iteration 6F: 3 clusters Score -1819582 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1820333.875000 Penalty: 4835.443848
	Iteration 7F: 3 clusters Score -1820334 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1821252.250000 Penalty: 4835.443848
	Iteration 8F: 3 clusters Score -1821252 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1822190.250000 Penalty: 4835.443848
	Iteration 9F: 3 clusters Score -1822190 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1822902.750000 Penalty: 4835.443848
	Iteration 10Q: 3 clusters Score -1822903 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1823284.375000 Penalty: 4835.443848
	Iteration 11Q: 3 clusters Score -1823284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1823496.125000 Penalty: 4835.443848
	Iteration 12Q: 3 clusters Score -1823496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1823610.250000 Penalty: 4835.443848
	Iteration 13Q: 3 clusters Score -1823610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1823676.375000 Penalty: 4835.443848
	Iteration 14Q: 3 clusters Score -1823676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -1823716.250000 Penalty: 4835.443848
	Iteration 15Q: 3 clusters Score -1823716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1823736.375000 Penalty: 4835.443848
	Iteration 16Q: 3 clusters Score -1823736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1823756.000000 Penalty: 4835.443848
	Iteration 17Q: 3 clusters Score -1823756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1823767.750000 Penalty: 4835.443848
	Iteration 18Q: 3 clusters Score -1823768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1823774.625000 Penalty: 4835.443848
	Iteration 19Q: 3 clusters Score -1823775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1823778.750000 Penalty: 4835.443848
	Iteration 20F: 3 clusters Score -1823779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -1823784.750000 Penalty: 4835.443848
	Iteration 21Q: 3 clusters Score -1823785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1823793.625000 Penalty: 4835.443848
	Iteration 22Q: 3 clusters Score -1823794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1823797.500000 Penalty: 4835.443848
	Iteration 23Q: 3 clusters Score -1823798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1823798.625000 Penalty: 4835.443848
	Iteration 24Q: 3 clusters Score -1823799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1823799.625000 Penalty: 4835.443848
	Iteration 25Q: 3 clusters Score -1823800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -1823801.500000 Penalty: 4835.443848
	Iteration 26Q: 3 clusters Score -1823802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -1823803.750000 Penalty: 4835.443848
	Iteration 27Q: 3 clusters Score -1823804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -1823804.125000 Penalty: 4835.443848
	Iteration 28Q: 3 clusters Score -1823804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1823802.750000 Penalty: 4835.443848
	Iteration 29Q: 3 clusters Score -1823803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1823804.375000 Penalty: 4835.443848
	Iteration 30Q: 3 clusters Score -1823804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1823806.750000 Penalty: 4835.443848
	Iteration 31Q: 3 clusters Score -1823807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1823806.750000 Penalty: 4835.443848
	Iteration 32F: 3 clusters Score -1823807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Entering Unmasked Estep 
Score: -2056287.375000 Penalty: 2446.521484
	Iteration 0F: 2 clusters Score -2056287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2042660.875000 Penalty: 4893.042969
	Iteration 0F: 3 clusters Score -2042661 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2047126.250000 Penalty: 4893.042969
	Iteration 1F: 3 clusters Score -2047126 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2047490.875000 Penalty: 4893.042969
	Iteration 2F: 3 clusters Score -2047491 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2047781.875000 Penalty: 4893.042969
	Iteration 3Q: 3 clusters Score -2047782 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2048050.500000 Penalty: 4893.042969
	Iteration 4Q: 3 clusters Score -2048050 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2048302.500000 Penalty: 4893.042969
	Iteration 5Q: 3 clusters Score -2048302 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2048550.250000 Penalty: 4893.042969
	Iteration 6Q: 3 clusters Score -2048550 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2048849.875000 Penalty: 4893.042969
	Iteration 7Q: 3 clusters Score -2048850 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2049275.000000 Penalty: 4893.042969
	Iteration 8Q: 3 clusters Score -2049275 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2049879.625000 Penalty: 4893.042969
	Iteration 9F: 3 clusters Score -2049880 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2050705.750000 Penalty: 4893.042969
	Iteration 10F: 3 clusters Score -2050706 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2051708.625000 Penalty: 4893.042969
	Iteration 11F: 3 clusters Score -2051709 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2052645.250000 Penalty: 4893.042969
	Iteration 12F: 3 clusters Score -2052645 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2053268.875000 Penalty: 4893.042969
	Iteration 13Q: 3 clusters Score -2053269 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2053690.000000 Penalty: 4893.042969
	Iteration 14Q: 3 clusters Score -2053690 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2053931.000000 Penalty: 4893.042969
	Iteration 15Q: 3 clusters Score -2053931 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2054037.875000 Penalty: 4893.042969
	Iteration 16Q: 3 clusters Score -2054038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2054086.250000 Penalty: 4893.042969
	Iteration 17Q: 3 clusters Score -2054086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2054123.375000 Penalty: 4893.042969
	Iteration 18Q: 3 clusters Score -2054123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2054169.750000 Penalty: 4893.042969
	Iteration 19Q: 3 clusters Score -2054170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2054202.125000 Penalty: 4893.042969
	Iteration 20F: 3 clusters Score -2054202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2054208.750000 Penalty: 4893.042969
	Iteration 21Q: 3 clusters Score -2054209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2054220.750000 Penalty: 4893.042969
	Iteration 22Q: 3 clusters Score -2054221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2054230.000000 Penalty: 4893.042969
	Iteration 23Q: 3 clusters Score -2054230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2054231.375000 Penalty: 4893.042969
	Iteration 24Q: 3 clusters Score -2054231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2054233.375000 Penalty: 4893.042969
	Iteration 25Q: 3 clusters Score -2054233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2054233.500000 Penalty: 4893.042969
	Iteration 26Q: 3 clusters Score -2054234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2054237.750000 Penalty: 4893.042969
	Iteration 27Q: 3 clusters Score -2054238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2054236.250000 Penalty: 4893.042969
	Iteration 28Q: 3 clusters Score -2054236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2054235.750000 Penalty: 4893.042969
	Iteration 29Q: 3 clusters Score -2054236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2054238.000000 Penalty: 4893.042969
	Iteration 30Q: 3 clusters Score -2054238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2054242.625000 Penalty: 4893.042969
	Iteration 31Q: 3 clusters Score -2054243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2054245.250000 Penalty: 4893.042969
	Iteration 32Q: 3 clusters Score -2054245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2054245.625000 Penalty: 4893.042969
	Iteration 33Q: 3 clusters Score -2054246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2054249.500000 Penalty: 4893.042969
	Iteration 34Q: 3 clusters Score -2054250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2054257.375000 Penalty: 4893.042969
	Iteration 35Q: 3 clusters Score -2054257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2054263.500000 Penalty: 4893.042969
	Iteration 36Q: 3 clusters Score -2054264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2054265.750000 Penalty: 4893.042969
	Iteration 37Q: 3 clusters Score -2054266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2054270.750000 Penalty: 4893.042969
	Iteration 38Q: 3 clusters Score -2054271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2054273.250000 Penalty: 4893.042969
	Iteration 39Q: 3 clusters Score -2054273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2054274.375000 Penalty: 4893.042969
	Iteration 40F: 3 clusters Score -2054274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2054274.250000 Penalty: 4893.042969
	Iteration 41Q: 3 clusters Score -2054274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2054274.250000 Penalty: 4893.042969
	Iteration 42F: 3 clusters Score -2054274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Entering Unmasked Estep 
Score: -2709694.250000 Penalty: 2516.616943
	Iteration 0F: 2 clusters Score -2709694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2692119.250000 Penalty: 5033.233887
	Iteration 0F: 3 clusters Score -2692119 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2698299.750000 Penalty: 5033.233887
	Iteration 1F: 3 clusters Score -2698300 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2698787.250000 Penalty: 5033.233887
	Iteration 2Q: 3 clusters Score -2698787 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2699344.000000 Penalty: 5033.233887
	Iteration 3Q: 3 clusters Score -2699344 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2700010.750000 Penalty: 5033.233887
	Iteration 4Q: 3 clusters Score -2700011 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2700835.500000 Penalty: 5033.233887
	Iteration 5F: 3 clusters Score -2700836 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2701771.250000 Penalty: 5033.233887
	Iteration 6F: 3 clusters Score -2701771 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2702842.750000 Penalty: 5033.233887
	Iteration 7F: 3 clusters Score -2702843 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2704031.750000 Penalty: 5033.233887
	Iteration 8F: 3 clusters Score -2704032 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2705187.500000 Penalty: 5033.233887
	Iteration 9F: 3 clusters Score -2705188 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2706119.500000 Penalty: 5033.233887
	Iteration 10Q: 3 clusters Score -2706120 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2706793.250000 Penalty: 5033.233887
	Iteration 11Q: 3 clusters Score -2706793 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2707160.000000 Penalty: 5033.233887
	Iteration 12Q: 3 clusters Score -2707160 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2707375.500000 Penalty: 5033.233887
	Iteration 13Q: 3 clusters Score -2707376 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2707510.500000 Penalty: 5033.233887
	Iteration 14Q: 3 clusters Score -2707510 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -2707595.000000 Penalty: 5033.233887
	Iteration 15Q: 3 clusters Score -2707595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -2707639.500000 Penalty: 5033.233887
	Iteration 16Q: 3 clusters Score -2707640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -2707682.000000 Penalty: 5033.233887
	Iteration 17Q: 3 clusters Score -2707682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -2707711.750000 Penalty: 5033.233887
	Iteration 18Q: 3 clusters Score -2707712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -2707734.500000 Penalty: 5033.233887
	Iteration 19Q: 3 clusters Score -2707734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2707749.000000 Penalty: 5033.233887
	Iteration 20F: 3 clusters Score -2707749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -2707758.750000 Penalty: 5033.233887
	Iteration 21Q: 3 clusters Score -2707759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -2707767.250000 Penalty: 5033.233887
	Iteration 22Q: 3 clusters Score -2707767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -2707768.000000 Penalty: 5033.233887
	Iteration 23Q: 3 clusters Score -2707768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -2707772.000000 Penalty: 5033.233887
	Iteration 24Q: 3 clusters Score -2707772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -2707773.250000 Penalty: 5033.233887
	Iteration 25Q: 3 clusters Score -2707773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -2707772.250000 Penalty: 5033.233887
	Iteration 26Q: 3 clusters Score -2707772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2707775.500000 Penalty: 5033.233887
	Iteration 27Q: 3 clusters Score -2707776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2707775.750000 Penalty: 5033.233887
	Iteration 28Q: 3 clusters Score -2707776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2707775.750000 Penalty: 5033.233887
	Iteration 29F: 3 clusters Score -2707776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Entering Unmasked Estep 
Score: -2858191.000000 Penalty: 2528.859619
	Iteration 0F: 2 clusters Score -2858191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2839670.500000 Penalty: 5057.719238
	Iteration 0F: 3 clusters Score -2839670 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2846226.750000 Penalty: 5057.719238
	Iteration 1F: 3 clusters Score -2846227 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2846724.750000 Penalty: 5057.719238
	Iteration 2F: 3 clusters Score -2846725 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2847141.500000 Penalty: 5057.719238
	Iteration 3Q: 3 clusters Score -2847142 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2847578.000000 Penalty: 5057.719238
	Iteration 4Q: 3 clusters Score -2847578 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2848159.500000 Penalty: 5057.719238
	Iteration 5Q: 3 clusters Score -2848160 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2848991.750000 Penalty: 5057.719238
	Iteration 6F: 3 clusters Score -2848992 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2850107.250000 Penalty: 5057.719238
	Iteration 7F: 3 clusters Score -2850107 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2851454.250000 Penalty: 5057.719238
	Iteration 8F: 3 clusters Score -2851454 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2852835.250000 Penalty: 5057.719238
	Iteration 9F: 3 clusters Score -2852835 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2854016.750000 Penalty: 5057.719238
	Iteration 10Q: 3 clusters Score -2854017 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2854761.250000 Penalty: 5057.719238
	Iteration 11Q: 3 clusters Score -2854761 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2855225.500000 Penalty: 5057.719238
	Iteration 12Q: 3 clusters Score -2855226 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -2855489.500000 Penalty: 5057.719238
	Iteration 13Q: 3 clusters Score -2855490 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -2855651.500000 Penalty: 5057.719238
	Iteration 14Q: 3 clusters Score -2855652 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -2855771.250000 Penalty: 5057.719238
	Iteration 15Q: 3 clusters Score -2855771 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2855839.750000 Penalty: 5057.719238
	Iteration 16Q: 3 clusters Score -2855840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2855888.000000 Penalty: 5057.719238
	Iteration 17Q: 3 clusters Score -2855888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -2855933.000000 Penalty: 5057.719238
	Iteration 18Q: 3 clusters Score -2855933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2855962.750000 Penalty: 5057.719238
	Iteration 19Q: 3 clusters Score -2855963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -2855979.750000 Penalty: 5057.719238
	Iteration 20F: 3 clusters Score -2855980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -2856008.250000 Penalty: 5057.719238
	Iteration 21Q: 3 clusters Score -2856008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -2856022.000000 Penalty: 5057.719238
	Iteration 22Q: 3 clusters Score -2856022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -2856037.000000 Penalty: 5057.719238
	Iteration 23Q: 3 clusters Score -2856037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -2856044.750000 Penalty: 5057.719238
	Iteration 24Q: 3 clusters Score -2856045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -2856052.750000 Penalty: 5057.719238
	Iteration 25Q: 3 clusters Score -2856053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -2856067.000000 Penalty: 5057.719238
	Iteration 26Q: 3 clusters Score -2856067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -2856073.500000 Penalty: 5057.719238
	Iteration 27Q: 3 clusters Score -2856074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -2856081.000000 Penalty: 5057.719238
	Iteration 28Q: 3 clusters Score -2856081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -2856089.250000 Penalty: 5057.719238
	Iteration 29Q: 3 clusters Score -2856089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -2856103.250000 Penalty: 5057.719238
	Iteration 30Q: 3 clusters Score -2856103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -2856104.500000 Penalty: 5057.719238
	Iteration 31Q: 3 clusters Score -2856104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -2856106.750000 Penalty: 5057.719238
	Iteration 32Q: 3 clusters Score -2856107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -2856106.750000 Penalty: 5057.719238
	Iteration 33Q: 3 clusters Score -2856107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -2856109.000000 Penalty: 5057.719238
	Iteration 34Q: 3 clusters Score -2856109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -2856108.250000 Penalty: 5057.719238
	Iteration 35Q: 3 clusters Score -2856108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -2856115.000000 Penalty: 5057.719238
	Iteration 36Q: 3 clusters Score -2856115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -2856116.000000 Penalty: 5057.719238
	Iteration 37Q: 3 clusters Score -2856116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2856116.750000 Penalty: 5057.719238
	Iteration 38Q: 3 clusters Score -2856117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -2856118.750000 Penalty: 5057.719238
	Iteration 39Q: 3 clusters Score -2856119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2856123.750000 Penalty: 5057.719238
	Iteration 40F: 3 clusters Score -2856124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -2856126.750000 Penalty: 5057.719238
	Iteration 41Q: 3 clusters Score -2856127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2856126.500000 Penalty: 5057.719238
	Iteration 42Q: 3 clusters Score -2856126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2856129.250000 Penalty: 5057.719238
	Iteration 43Q: 3 clusters Score -2856129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -2856131.000000 Penalty: 5057.719238
	Iteration 44Q: 3 clusters Score -2856131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -2856131.000000 Penalty: 5057.719238
	Iteration 45F: 3 clusters Score -2856131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Entering Unmasked Estep 
Score: -2153861.000000 Penalty: 2458.090332
	Iteration 0F: 2 clusters Score -2153861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2139662.500000 Penalty: 4916.180664
	Iteration 0F: 3 clusters Score -2139662 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2144395.250000 Penalty: 4916.180664
	Iteration 1F: 3 clusters Score -2144395 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2144768.750000 Penalty: 4916.180664
	Iteration 2F: 3 clusters Score -2144769 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2145052.250000 Penalty: 4916.180664
	Iteration 3Q: 3 clusters Score -2145052 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2145274.250000 Penalty: 4916.180664
	Iteration 4Q: 3 clusters Score -2145274 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2145451.500000 Penalty: 4916.180664
	Iteration 5Q: 3 clusters Score -2145452 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2145620.500000 Penalty: 4916.180664
	Iteration 6Q: 3 clusters Score -2145620 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2145802.000000 Penalty: 4916.180664
	Iteration 7Q: 3 clusters Score -2145802 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2145990.500000 Penalty: 4916.180664
	Iteration 8Q: 3 clusters Score -2145990 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2146240.000000 Penalty: 4916.180664
	Iteration 9Q: 3 clusters Score -2146240 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2146517.500000 Penalty: 4916.180664
	Iteration 10Q: 3 clusters Score -2146518 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2146891.000000 Penalty: 4916.180664
	Iteration 11Q: 3 clusters Score -2146891 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2147386.500000 Penalty: 4916.180664
	Iteration 12Q: 3 clusters Score -2147386 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2147969.750000 Penalty: 4916.180664
	Iteration 13Q: 3 clusters Score -2147970 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2148614.000000 Penalty: 4916.180664
	Iteration 14Q: 3 clusters Score -2148614 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2149241.500000 Penalty: 4916.180664
	Iteration 15Q: 3 clusters Score -2149242 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2149801.000000 Penalty: 4916.180664
	Iteration 16Q: 3 clusters Score -2149801 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2150249.000000 Penalty: 4916.180664
	Iteration 17Q: 3 clusters Score -2150249 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2150617.000000 Penalty: 4916.180664
	Iteration 18Q: 3 clusters Score -2150617 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2150922.250000 Penalty: 4916.180664
	Iteration 19Q: 3 clusters Score -2150922 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2151131.000000 Penalty: 4916.180664
	Iteration 20F: 3 clusters Score -2151131 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2151287.750000 Penalty: 4916.180664
	Iteration 21Q: 3 clusters Score -2151288 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2151396.250000 Penalty: 4916.180664
	Iteration 22Q: 3 clusters Score -2151396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2151475.000000 Penalty: 4916.180664
	Iteration 23Q: 3 clusters Score -2151475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2151520.250000 Penalty: 4916.180664
	Iteration 24Q: 3 clusters Score -2151520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2151556.750000 Penalty: 4916.180664
	Iteration 25Q: 3 clusters Score -2151557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2151588.500000 Penalty: 4916.180664
	Iteration 26Q: 3 clusters Score -2151588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2151621.000000 Penalty: 4916.180664
	Iteration 27Q: 3 clusters Score -2151621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2151645.250000 Penalty: 4916.180664
	Iteration 28Q: 3 clusters Score -2151645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2151671.750000 Penalty: 4916.180664
	Iteration 29Q: 3 clusters Score -2151672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2151685.500000 Penalty: 4916.180664
	Iteration 30Q: 3 clusters Score -2151686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2151702.500000 Penalty: 4916.180664
	Iteration 31Q: 3 clusters Score -2151702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2151711.000000 Penalty: 4916.180664
	Iteration 32Q: 3 clusters Score -2151711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2151724.250000 Penalty: 4916.180664
	Iteration 33Q: 3 clusters Score -2151724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2151732.750000 Penalty: 4916.180664
	Iteration 34Q: 3 clusters Score -2151733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2151740.000000 Penalty: 4916.180664
	Iteration 35Q: 3 clusters Score -2151740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2151748.000000 Penalty: 4916.180664
	Iteration 36Q: 3 clusters Score -2151748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2151748.250000 Penalty: 4916.180664
	Iteration 37Q: 3 clusters Score -2151748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2151749.250000 Penalty: 4916.180664
	Iteration 38Q: 3 clusters Score -2151749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2151748.750000 Penalty: 4916.180664
	Iteration 39Q: 3 clusters Score -2151749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2151748.750000 Penalty: 4916.180664
	Iteration 40F: 3 clusters Score -2151749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (226965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226965 members 
Entering Unmasked Estep 
Score: -23753950.000000 Penalty: 3058.472656
	Iteration 0F: 2 clusters Score -2.375395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113368 members 
Mstep: Class 2 contains 113597 members 
Entering Unmasked Estep 
Score: -23620198.000000 Penalty: 6116.945312
	Iteration 0F: 3 clusters Score -2.36202e+07 nChanged 109567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112123 members 
Mstep: Class 2 contains 114842 members 
Entering Unmasked Estep 
Score: -23684344.000000 Penalty: 6116.945312
	Iteration 1F: 3 clusters Score -2.368434e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -23685594.000000 Penalty: 6116.945312
	Iteration 2Q: 3 clusters Score -2.368559e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111864 members 
Mstep: Class 2 contains 115101 members 
Entering Unmasked Estep 
Score: -23687430.000000 Penalty: 6116.945312
	Iteration 3Q: 3 clusters Score -2.368743e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -23690010.000000 Penalty: 6116.945312
	Iteration 4Q: 3 clusters Score -2.369001e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113175 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -23693974.000000 Penalty: 6116.945312
	Iteration 5Q: 3 clusters Score -2.369397e+07 nChanged 11523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Mstep: Class 2 contains 111837 members 
Entering Unmasked Estep 
Score: -23700354.000000 Penalty: 6116.945312
	Iteration 6F: 3 clusters Score -2.370035e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118442 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -23710082.000000 Penalty: 6116.945312
	Iteration 7F: 3 clusters Score -2.371008e+07 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122843 members 
Mstep: Class 2 contains 104122 members 
Entering Unmasked Estep 
Score: -23722778.000000 Penalty: 6116.945312
	Iteration 8F: 3 clusters Score -2.372278e+07 nChanged 15400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127321 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -23733866.000000 Penalty: 6116.945312
	Iteration 9F: 3 clusters Score -2.373387e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131310 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -23739078.000000 Penalty: 6116.945312
	Iteration 10Q: 3 clusters Score -2.373908e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135124 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -23741290.000000 Penalty: 6116.945312
	Iteration 11Q: 3 clusters Score -2.374129e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139108 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -23742904.000000 Penalty: 6116.945312
	Iteration 12Q: 3 clusters Score -2.37429e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143411 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -23744184.000000 Penalty: 6116.945312
	Iteration 13Q: 3 clusters Score -2.374418e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147865 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -23745800.000000 Penalty: 6116.945312
	Iteration 14Q: 3 clusters Score -2.37458e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -23747382.000000 Penalty: 6116.945312
	Iteration 15Q: 3 clusters Score -2.374738e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -23749088.000000 Penalty: 6116.945312
	Iteration 16Q: 3 clusters Score -2.374909e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161391 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -23750600.000000 Penalty: 6116.945312
	Iteration 17Q: 3 clusters Score -2.37506e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165742 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -23751668.000000 Penalty: 6116.945312
	Iteration 18Q: 3 clusters Score -2.375167e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170008 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -23752652.000000 Penalty: 6116.945312
	Iteration 19Q: 3 clusters Score -2.375265e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174111 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -23753936.000000 Penalty: 6116.945312
	Iteration 20F: 3 clusters Score -2.375394e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178008 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -23754966.000000 Penalty: 6116.945312
	Iteration 21Q: 3 clusters Score -2.375497e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181704 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -23755972.000000 Penalty: 6116.945312
	Iteration 22Q: 3 clusters Score -2.375597e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185216 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -23756904.000000 Penalty: 6116.945312
	Iteration 23Q: 3 clusters Score -2.37569e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188547 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -23757744.000000 Penalty: 6116.945312
	Iteration 24Q: 3 clusters Score -2.375774e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191649 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -23758526.000000 Penalty: 6116.945312
	Iteration 25Q: 3 clusters Score -2.375853e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194584 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -23759488.000000 Penalty: 6116.945312
	Iteration 26Q: 3 clusters Score -2.375949e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197271 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -23760290.000000 Penalty: 6116.945312
	Iteration 27Q: 3 clusters Score -2.376029e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199763 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -23760832.000000 Penalty: 6116.945312
	Iteration 28Q: 3 clusters Score -2.376083e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202101 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -23760630.000000 Penalty: 6116.945312
	Iteration 29Q: 3 clusters Score -2.376063e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204317 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -23760114.000000 Penalty: 6116.945312
	Iteration 30Q: 3 clusters Score -2.376011e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206392 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -23759648.000000 Penalty: 6116.945312
	Iteration 31Q: 3 clusters Score -2.375965e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208263 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -23759124.000000 Penalty: 6116.945312
	Iteration 32Q: 3 clusters Score -2.375912e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210026 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -23758466.000000 Penalty: 6116.945312
	Iteration 33Q: 3 clusters Score -2.375847e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211565 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -23758130.000000 Penalty: 6116.945312
	Iteration 34Q: 3 clusters Score -2.375813e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212968 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -23757764.000000 Penalty: 6116.945312
	Iteration 35Q: 3 clusters Score -2.375776e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214210 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -23757420.000000 Penalty: 6116.945312
	Iteration 36Q: 3 clusters Score -2.375742e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215246 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -23756966.000000 Penalty: 6116.945312
	Iteration 37Q: 3 clusters Score -2.375697e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216179 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -23756534.000000 Penalty: 6116.945312
	Iteration 38Q: 3 clusters Score -2.375653e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216971 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -23756254.000000 Penalty: 6116.945312
	Iteration 39Q: 3 clusters Score -2.375625e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217672 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -23755982.000000 Penalty: 6116.945312
	Iteration 40F: 3 clusters Score -2.375598e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218381 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -23755766.000000 Penalty: 6116.945312
	Iteration 41Q: 3 clusters Score -2.375577e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218992 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -23755528.000000 Penalty: 6116.945312
	Iteration 42Q: 3 clusters Score -2.375553e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219539 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -23755268.000000 Penalty: 6116.945312
	Iteration 43Q: 3 clusters Score -2.375527e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220055 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -23754926.000000 Penalty: 6116.945312
	Iteration 44Q: 3 clusters Score -2.375493e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220538 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -23754710.000000 Penalty: 6116.945312
	Iteration 45Q: 3 clusters Score -2.375471e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220978 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -23754586.000000 Penalty: 6116.945312
	Iteration 46Q: 3 clusters Score -2.375459e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221363 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -23754380.000000 Penalty: 6116.945312
	Iteration 47Q: 3 clusters Score -2.375438e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221733 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -23754158.000000 Penalty: 6116.945312
	Iteration 48Q: 3 clusters Score -2.375416e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222083 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -23753990.000000 Penalty: 6116.945312
	Iteration 49Q: 3 clusters Score -2.375399e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222434 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -23753842.000000 Penalty: 6116.945312
	Iteration 50Q: 3 clusters Score -2.375384e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222765 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -23753652.000000 Penalty: 6116.945312
	Iteration 51Q: 3 clusters Score -2.375365e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223041 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -23753478.000000 Penalty: 6116.945312
	Iteration 52Q: 3 clusters Score -2.375348e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223282 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -23753388.000000 Penalty: 6116.945312
	Iteration 53Q: 3 clusters Score -2.375339e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223493 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -23753380.000000 Penalty: 6116.945312
	Iteration 54Q: 3 clusters Score -2.375338e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223677 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -23753300.000000 Penalty: 6116.945312
	Iteration 55Q: 3 clusters Score -2.37533e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223835 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -23753238.000000 Penalty: 6116.945312
	Iteration 56Q: 3 clusters Score -2.375324e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223990 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -23753170.000000 Penalty: 6116.945312
	Iteration 57Q: 3 clusters Score -2.375317e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224121 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -23753098.000000 Penalty: 6116.945312
	Iteration 58Q: 3 clusters Score -2.37531e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224226 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -23753052.000000 Penalty: 6116.945312
	Iteration 59Q: 3 clusters Score -2.375305e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224329 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -23752998.000000 Penalty: 6116.945312
	Iteration 60F: 3 clusters Score -2.3753e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224425 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23752980.000000 Penalty: 6116.945312
	Iteration 61Q: 3 clusters Score -2.375298e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224514 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -23752948.000000 Penalty: 6116.945312
	Iteration 62Q: 3 clusters Score -2.375295e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224598 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -23752878.000000 Penalty: 6116.945312
	Iteration 63Q: 3 clusters Score -2.375288e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224684 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -23752836.000000 Penalty: 6116.945312
	Iteration 64Q: 3 clusters Score -2.375284e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224751 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -23752806.000000 Penalty: 6116.945312
	Iteration 65Q: 3 clusters Score -2.375281e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224811 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23752794.000000 Penalty: 6116.945312
	Iteration 66Q: 3 clusters Score -2.375279e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224874 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -23752750.000000 Penalty: 6116.945312
	Iteration 67Q: 3 clusters Score -2.375275e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224922 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -23752760.000000 Penalty: 6116.945312
	Iteration 68Q: 3 clusters Score -2.375276e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224965 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -23752762.000000 Penalty: 6116.945312
	Iteration 69Q: 3 clusters Score -2.375276e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225013 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -23752740.000000 Penalty: 6116.945312
	Iteration 70Q: 3 clusters Score -2.375274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225053 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -23752736.000000 Penalty: 6116.945312
	Iteration 71Q: 3 clusters Score -2.375274e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225087 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -23752674.000000 Penalty: 6116.945312
	Iteration 72Q: 3 clusters Score -2.375267e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225118 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -23752672.000000 Penalty: 6116.945312
	Iteration 73Q: 3 clusters Score -2.375267e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225156 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23752636.000000 Penalty: 6116.945312
	Iteration 74Q: 3 clusters Score -2.375264e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225190 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -23752614.000000 Penalty: 6116.945312
	Iteration 75Q: 3 clusters Score -2.375261e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225219 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -23752576.000000 Penalty: 6116.945312
	Iteration 76Q: 3 clusters Score -2.375258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225240 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23752538.000000 Penalty: 6116.945312
	Iteration 77Q: 3 clusters Score -2.375254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225266 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23752516.000000 Penalty: 6116.945312
	Iteration 78Q: 3 clusters Score -2.375252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225285 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -23752510.000000 Penalty: 6116.945312
	Iteration 79Q: 3 clusters Score -2.375251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225307 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23752502.000000 Penalty: 6116.945312
	Iteration 80F: 3 clusters Score -2.37525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225329 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -23752496.000000 Penalty: 6116.945312
	Iteration 81Q: 3 clusters Score -2.37525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225354 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -23752468.000000 Penalty: 6116.945312
	Iteration 82Q: 3 clusters Score -2.375247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225369 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -23752440.000000 Penalty: 6116.945312
	Iteration 83Q: 3 clusters Score -2.375244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225384 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23752426.000000 Penalty: 6116.945312
	Iteration 84Q: 3 clusters Score -2.375243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225399 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -23752418.000000 Penalty: 6116.945312
	Iteration 85Q: 3 clusters Score -2.375242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225417 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -23752434.000000 Penalty: 6116.945312
	Iteration 86Q: 3 clusters Score -2.375243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225434 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -23752416.000000 Penalty: 6116.945312
	Iteration 87Q: 3 clusters Score -2.375242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225446 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23752400.000000 Penalty: 6116.945312
	Iteration 88Q: 3 clusters Score -2.37524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225464 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -23752384.000000 Penalty: 6116.945312
	Iteration 89Q: 3 clusters Score -2.375238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225482 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -23752382.000000 Penalty: 6116.945312
	Iteration 90Q: 3 clusters Score -2.375238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225490 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -23752366.000000 Penalty: 6116.945312
	Iteration 91Q: 3 clusters Score -2.375237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225494 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -23752362.000000 Penalty: 6116.945312
	Iteration 92Q: 3 clusters Score -2.375236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225502 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -23752372.000000 Penalty: 6116.945312
	Iteration 93Q: 3 clusters Score -2.375237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225508 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -23752360.000000 Penalty: 6116.945312
	Iteration 94Q: 3 clusters Score -2.375236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225513 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23752360.000000 Penalty: 6116.945312
	Iteration 95Q: 3 clusters Score -2.375236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225514 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -23752358.000000 Penalty: 6116.945312
	Iteration 96Q: 3 clusters Score -2.375236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225514 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -23752358.000000 Penalty: 6116.945312
	Iteration 97F: 3 clusters Score -2.375236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Entering Unmasked Estep 
Score: -2540242.000000 Penalty: 2504.626709
	Iteration 0F: 2 clusters Score -2540242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2523375.000000 Penalty: 5009.253418
	Iteration 0F: 3 clusters Score -2523375 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2529217.000000 Penalty: 5009.253418
	Iteration 1F: 3 clusters Score -2529217 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2529713.250000 Penalty: 5009.253418
	Iteration 2F: 3 clusters Score -2529713 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2530178.250000 Penalty: 5009.253418
	Iteration 3Q: 3 clusters Score -2530178 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2530581.000000 Penalty: 5009.253418
	Iteration 4Q: 3 clusters Score -2530581 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2531015.750000 Penalty: 5009.253418
	Iteration 5Q: 3 clusters Score -2531016 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2531500.000000 Penalty: 5009.253418
	Iteration 6Q: 3 clusters Score -2531500 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2532020.000000 Penalty: 5009.253418
	Iteration 7Q: 3 clusters Score -2532020 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2532622.500000 Penalty: 5009.253418
	Iteration 8Q: 3 clusters Score -2532622 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2533345.500000 Penalty: 5009.253418
	Iteration 9Q: 3 clusters Score -2533346 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2534136.750000 Penalty: 5009.253418
	Iteration 10Q: 3 clusters Score -2534137 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2534978.250000 Penalty: 5009.253418
	Iteration 11Q: 3 clusters Score -2534978 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2535786.750000 Penalty: 5009.253418
	Iteration 12Q: 3 clusters Score -2535787 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -2536446.250000 Penalty: 5009.253418
	Iteration 13Q: 3 clusters Score -2536446 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2536961.500000 Penalty: 5009.253418
	Iteration 14Q: 3 clusters Score -2536962 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -2537347.500000 Penalty: 5009.253418
	Iteration 15Q: 3 clusters Score -2537348 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2537570.000000 Penalty: 5009.253418
	Iteration 16Q: 3 clusters Score -2537570 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2537722.250000 Penalty: 5009.253418
	Iteration 17Q: 3 clusters Score -2537722 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2537808.500000 Penalty: 5009.253418
	Iteration 18Q: 3 clusters Score -2537808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2537870.750000 Penalty: 5009.253418
	Iteration 19Q: 3 clusters Score -2537871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2537918.500000 Penalty: 5009.253418
	Iteration 20F: 3 clusters Score -2537918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2537944.250000 Penalty: 5009.253418
	Iteration 21Q: 3 clusters Score -2537944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -2537966.250000 Penalty: 5009.253418
	Iteration 22Q: 3 clusters Score -2537966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2537978.750000 Penalty: 5009.253418
	Iteration 23Q: 3 clusters Score -2537979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -2538002.500000 Penalty: 5009.253418
	Iteration 24Q: 3 clusters Score -2538002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2538010.000000 Penalty: 5009.253418
	Iteration 25Q: 3 clusters Score -2538010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -2538017.500000 Penalty: 5009.253418
	Iteration 26Q: 3 clusters Score -2538018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2538021.750000 Penalty: 5009.253418
	Iteration 27Q: 3 clusters Score -2538022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2538024.750000 Penalty: 5009.253418
	Iteration 28Q: 3 clusters Score -2538025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2538024.500000 Penalty: 5009.253418
	Iteration 29Q: 3 clusters Score -2538024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -2538030.250000 Penalty: 5009.253418
	Iteration 30Q: 3 clusters Score -2538030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -2538030.500000 Penalty: 5009.253418
	Iteration 31Q: 3 clusters Score -2538030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2538033.000000 Penalty: 5009.253418
	Iteration 32Q: 3 clusters Score -2538033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -2538036.000000 Penalty: 5009.253418
	Iteration 33Q: 3 clusters Score -2538036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -2538035.750000 Penalty: 5009.253418
	Iteration 34Q: 3 clusters Score -2538036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2538035.250000 Penalty: 5009.253418
	Iteration 35Q: 3 clusters Score -2538035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2538038.250000 Penalty: 5009.253418
	Iteration 36Q: 3 clusters Score -2538038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2538036.750000 Penalty: 5009.253418
	Iteration 37Q: 3 clusters Score -2538037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2538041.000000 Penalty: 5009.253418
	Iteration 38Q: 3 clusters Score -2538041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -2538041.000000 Penalty: 5009.253418
	Iteration 39F: 3 clusters Score -2538041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -544114.125000 Penalty: 2133.499512
	Iteration 0F: 2 clusters Score -544114.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -539303.500000 Penalty: 4266.999023
	Iteration 0F: 3 clusters Score -539303.5 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -540508.250000 Penalty: 4266.999023
	Iteration 1F: 3 clusters Score -540508.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -540914.125000 Penalty: 4266.999023
	Iteration 2F: 3 clusters Score -540914.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -541275.812500 Penalty: 4266.999023
	Iteration 3F: 3 clusters Score -541275.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -541571.750000 Penalty: 4266.999023
	Iteration 4F: 3 clusters Score -541571.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -541859.562500 Penalty: 4266.999023
	Iteration 5F: 3 clusters Score -541859.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -542136.187500 Penalty: 4266.999023
	Iteration 6F: 3 clusters Score -542136.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -542368.437500 Penalty: 4266.999023
	Iteration 7F: 3 clusters Score -542368.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -542538.875000 Penalty: 4266.999023
	Iteration 8Q: 3 clusters Score -542538.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -542657.062500 Penalty: 4266.999023
	Iteration 9Q: 3 clusters Score -542657.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -542759.750000 Penalty: 4266.999023
	Iteration 10Q: 3 clusters Score -542759.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -542828.250000 Penalty: 4266.999023
	Iteration 11Q: 3 clusters Score -542828.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -542871.625000 Penalty: 4266.999023
	Iteration 12Q: 3 clusters Score -542871.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -542912.187500 Penalty: 4266.999023
	Iteration 13Q: 3 clusters Score -542912.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -542938.312500 Penalty: 4266.999023
	Iteration 14Q: 3 clusters Score -542938.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -542955.250000 Penalty: 4266.999023
	Iteration 15Q: 3 clusters Score -542955.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -542966.500000 Penalty: 4266.999023
	Iteration 16Q: 3 clusters Score -542966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -542971.062500 Penalty: 4266.999023
	Iteration 17Q: 3 clusters Score -542971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -542975.062500 Penalty: 4266.999023
	Iteration 18Q: 3 clusters Score -542975.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -542976.250000 Penalty: 4266.999023
	Iteration 19Q: 3 clusters Score -542976.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -542978.875000 Penalty: 4266.999023
	Iteration 20F: 3 clusters Score -542978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -542979.687500 Penalty: 4266.999023
	Iteration 21Q: 3 clusters Score -542979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -542981.187500 Penalty: 4266.999023
	Iteration 22Q: 3 clusters Score -542981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -542982.125000 Penalty: 4266.999023
	Iteration 23Q: 3 clusters Score -542982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -542983.750000 Penalty: 4266.999023
	Iteration 24Q: 3 clusters Score -542983.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -542986.687500 Penalty: 4266.999023
	Iteration 25Q: 3 clusters Score -542986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -542986.500000 Penalty: 4266.999023
	Iteration 26Q: 3 clusters Score -542986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -542987.812500 Penalty: 4266.999023
	Iteration 27Q: 3 clusters Score -542987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -542988.875000 Penalty: 4266.999023
	Iteration 28Q: 3 clusters Score -542988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -542991.125000 Penalty: 4266.999023
	Iteration 29Q: 3 clusters Score -542991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -542993.125000 Penalty: 4266.999023
	Iteration 30Q: 3 clusters Score -542993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -542993.125000 Penalty: 4266.999023
	Iteration 31F: 3 clusters Score -542993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Entering Unmasked Estep 
Score: -235086.390625 Penalty: 1962.462402
	Iteration 0F: 2 clusters Score -235086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -232132.296875 Penalty: 3924.924805
	Iteration 0F: 3 clusters Score -232132.3 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -234145.031250 Penalty: 3924.924805
	Iteration 1F: 3 clusters Score -234145 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -235885.859375 Penalty: 3924.924805
	Iteration 2F: 3 clusters Score -235885.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -237306.937500 Penalty: 3924.924805
	Iteration 3F: 3 clusters Score -237306.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -237789.062500 Penalty: 3924.924805
	Iteration 4Q: 3 clusters Score -237789.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -238361.546875 Penalty: 3924.924805
	Iteration 5Q: 3 clusters Score -238361.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -238815.656250 Penalty: 3924.924805
	Iteration 6Q: 3 clusters Score -238815.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -239144.500000 Penalty: 3924.924805
	Iteration 7Q: 3 clusters Score -239144.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -239356.546875 Penalty: 3924.924805
	Iteration 8Q: 3 clusters Score -239356.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -239477.968750 Penalty: 3924.924805
	Iteration 9Q: 3 clusters Score -239478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -239589.453125 Penalty: 3924.924805
	Iteration 10Q: 3 clusters Score -239589.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -239728.546875 Penalty: 3924.924805
	Iteration 11Q: 3 clusters Score -239728.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -239898.296875 Penalty: 3924.924805
	Iteration 12Q: 3 clusters Score -239898.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -240113.546875 Penalty: 3924.924805
	Iteration 13Q: 3 clusters Score -240113.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -240450.000000 Penalty: 3924.924805
	Iteration 14Q: 3 clusters Score -240450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -240822.562500 Penalty: 3924.924805
	Iteration 15Q: 3 clusters Score -240822.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -241197.359375 Penalty: 3924.924805
	Iteration 16Q: 3 clusters Score -241197.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -241364.296875 Penalty: 3924.924805
	Iteration 17Q: 3 clusters Score -241364.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241386.218750 Penalty: 3924.924805
	Iteration 18Q: 3 clusters Score -241386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -241390.625000 Penalty: 3924.924805
	Iteration 19Q: 3 clusters Score -241390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -241512.109375 Penalty: 3924.924805
	Iteration 20F: 3 clusters Score -241512.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -242281.125000 Penalty: 3924.924805
	Iteration 21Q: 3 clusters Score -242281.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242624.078125 Penalty: 3924.924805
	Iteration 22Q: 3 clusters Score -242624.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -242965.812500 Penalty: 3924.924805
	Iteration 23Q: 3 clusters Score -242965.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242992.375000 Penalty: 3924.924805
	Iteration 24Q: 3 clusters Score -242992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -243007.984375 Penalty: 3924.924805
	Iteration 25Q: 3 clusters Score -243008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -243016.187500 Penalty: 3924.924805
	Iteration 26Q: 3 clusters Score -243016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -243031.734375 Penalty: 3924.924805
	Iteration 27Q: 3 clusters Score -243031.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -243049.546875 Penalty: 3924.924805
	Iteration 28Q: 3 clusters Score -243049.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -243060.015625 Penalty: 3924.924805
	Iteration 29Q: 3 clusters Score -243060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -243070.093750 Penalty: 3924.924805
	Iteration 30Q: 3 clusters Score -243070.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -243085.000000 Penalty: 3924.924805
	Iteration 31Q: 3 clusters Score -243085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -243116.359375 Penalty: 3924.924805
	Iteration 32Q: 3 clusters Score -243116.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -243172.125000 Penalty: 3924.924805
	Iteration 33Q: 3 clusters Score -243172.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -243227.328125 Penalty: 3924.924805
	Iteration 34Q: 3 clusters Score -243227.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -243305.343750 Penalty: 3924.924805
	Iteration 35Q: 3 clusters Score -243305.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -243387.187500 Penalty: 3924.924805
	Iteration 36Q: 3 clusters Score -243387.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -243473.984375 Penalty: 3924.924805
	Iteration 37Q: 3 clusters Score -243474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -243553.890625 Penalty: 3924.924805
	Iteration 38Q: 3 clusters Score -243553.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -243615.859375 Penalty: 3924.924805
	Iteration 39Q: 3 clusters Score -243615.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -243734.062500 Penalty: 3924.924805
	Iteration 40F: 3 clusters Score -243734.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -244045.203125 Penalty: 3924.924805
	Iteration 41Q: 3 clusters Score -244045.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -244739.109375 Penalty: 3924.924805
	Iteration 42Q: 3 clusters Score -244739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -244918.937500 Penalty: 3924.924805
	Iteration 43Q: 3 clusters Score -244918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -244918.937500 Penalty: 3924.924805
	Iteration 44F: 3 clusters Score -244918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 52259 members 
Mstep: Class 4 contains 116541 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 127388 members 
Mstep: Class 8 contains 17135 members 
Mstep: Class 9 contains 19245 members 
Mstep: Class 12 contains 25531 members 
Mstep: Class 15 contains 26823 members 
Mstep: Class 16 contains 20164 members 
Mstep: Class 17 contains 226965 members 
Mstep: Class 18 contains 24326 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 1956 members 
Entering Unmasked Estep 
Score: -70038680.000000 Penalty: 49969.234375
Splitting cluster 23 changes total score from -70028056.000000 to -70038680.000000
So it's getting split into cluster 5.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 52259 members 
Mstep: Class 4 contains 116541 members 
Mstep: Class 6 contains 127388 members 
Mstep: Class 8 contains 17135 members 
Mstep: Class 9 contains 19245 members 
Mstep: Class 12 contains 25531 members 
Mstep: Class 15 contains 26823 members 
Mstep: Class 16 contains 20164 members 
Mstep: Class 17 contains 226965 members 
Mstep: Class 18 contains 24326 members 
Mstep: Class 22 contains 5447 members 
Mstep: Class 23 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70039264.000000 Penalty: 49969.234375
Iteration 39Q: 16 clusters Score -7.003926e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 14497 members 
Mstep: Class 3 contains 51812 members 
Mstep: Class 4 contains 119049 members 
Mstep: Class 5 contains 777 members 
Mstep: Class 6 contains 128410 members 
Mstep: Class 8 contains 17200 members 
Mstep: Class 9 contains 19451 members 
Mstep: Class 12 contains 25580 members 
Mstep: Class 15 contains 25887 members 
Mstep: Class 16 contains 20350 members 
Mstep: Class 17 contains 223873 members 
Mstep: Class 18 contains 24596 members 
Mstep: Class 22 contains 5436 members 
Mstep: Class 23 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70043784.000000 Penalty: 49969.234375
Iteration 40F: 16 clusters Score -7.004378e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 14656 members 
Mstep: Class 3 contains 51381 members 
Mstep: Class 4 contains 120693 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 128489 members 
Mstep: Class 8 contains 17229 members 
Mstep: Class 9 contains 19664 members 
Mstep: Class 12 contains 25532 members 
Mstep: Class 15 contains 25013 members 
Mstep: Class 16 contains 20498 members 
Mstep: Class 17 contains 222645 members 
Mstep: Class 18 contains 24858 members 
Mstep: Class 22 contains 5423 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70045144.000000 Penalty: 49969.234375
Iteration 41Q: 16 clusters Score -7.004514e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 14808 members 
Mstep: Class 3 contains 50939 members 
Mstep: Class 4 contains 122653 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 128843 members 
Mstep: Class 8 contains 17254 members 
Mstep: Class 9 contains 19871 members 
Mstep: Class 12 contains 25533 members 
Mstep: Class 15 contains 24176 members 
Mstep: Class 16 contains 20645 members 
Mstep: Class 17 contains 220776 members 
Mstep: Class 18 contains 25123 members 
Mstep: Class 22 contains 5407 members 
Mstep: Class 23 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70046912.000000 Penalty: 49969.234375
Iteration 42Q: 16 clusters Score -7.004691e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14941 members 
Mstep: Class 3 contains 50541 members 
Mstep: Class 4 contains 124748 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 129331 members 
Mstep: Class 8 contains 17272 members 
Mstep: Class 9 contains 20064 members 
Mstep: Class 12 contains 25517 members 
Mstep: Class 15 contains 23411 members 
Mstep: Class 16 contains 20784 members 
Mstep: Class 17 contains 218632 members 
Mstep: Class 18 contains 25365 members 
Mstep: Class 22 contains 5388 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70048664.000000 Penalty: 49969.234375
Iteration 43Q: 16 clusters Score -7.004866e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 15071 members 
Mstep: Class 3 contains 50105 members 
Mstep: Class 4 contains 126907 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 129848 members 
Mstep: Class 8 contains 17282 members 
Mstep: Class 9 contains 20187 members 
Mstep: Class 12 contains 25494 members 
Mstep: Class 15 contains 22658 members 
Mstep: Class 16 contains 20908 members 
Mstep: Class 17 contains 216549 members 
Mstep: Class 18 contains 25599 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70050256.000000 Penalty: 49969.234375
Iteration 44Q: 16 clusters Score -7.005026e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15182 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 129056 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 130311 members 
Mstep: Class 8 contains 17266 members 
Mstep: Class 9 contains 20284 members 
Mstep: Class 12 contains 25485 members 
Mstep: Class 15 contains 21931 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 214553 members 
Mstep: Class 18 contains 25852 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70052032.000000 Penalty: 49969.234375
Iteration 45Q: 16 clusters Score -7.005203e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15268 members 
Mstep: Class 3 contains 49310 members 
Mstep: Class 4 contains 131124 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 130710 members 
Mstep: Class 8 contains 17234 members 
Mstep: Class 9 contains 20315 members 
Mstep: Class 12 contains 25476 members 
Mstep: Class 15 contains 21364 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 17 contains 212632 members 
Mstep: Class 18 contains 26113 members 
Mstep: Class 22 contains 5332 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70053736.000000 Penalty: 49969.234375
Iteration 46Q: 16 clusters Score -7.005374e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 15349 members 
Mstep: Class 3 contains 49009 members 
Mstep: Class 4 contains 133075 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 131132 members 
Mstep: Class 8 contains 17224 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 12 contains 25464 members 
Mstep: Class 15 contains 20816 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 210703 members 
Mstep: Class 18 contains 26369 members 
Mstep: Class 22 contains 5320 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70055624.000000 Penalty: 49969.234375
Iteration 47Q: 16 clusters Score -7.005562e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 15407 members 
Mstep: Class 3 contains 48754 members 
Mstep: Class 4 contains 134862 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 131543 members 
Mstep: Class 8 contains 17209 members 
Mstep: Class 9 contains 20386 members 
Mstep: Class 12 contains 25433 members 
Mstep: Class 15 contains 20290 members 
Mstep: Class 16 contains 21149 members 
Mstep: Class 17 contains 208991 members 
Mstep: Class 18 contains 26590 members 
Mstep: Class 22 contains 5311 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70057600.000000 Penalty: 49969.234375
Iteration 48Q: 16 clusters Score -7.00576e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 15446 members 
Mstep: Class 3 contains 48511 members 
Mstep: Class 4 contains 136444 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 131850 members 
Mstep: Class 8 contains 17177 members 
Mstep: Class 9 contains 20341 members 
Mstep: Class 12 contains 25363 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 21167 members 
Mstep: Class 17 contains 207632 members 
Mstep: Class 18 contains 26792 members 
Mstep: Class 22 contains 5302 members 
Mstep: Class 23 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70059576.000000 Penalty: 49969.234375
Iteration 49Q: 16 clusters Score -7.005958e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 15486 members 
Mstep: Class 3 contains 48316 members 
Mstep: Class 4 contains 137832 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 132023 members 
Mstep: Class 8 contains 17132 members 
Mstep: Class 9 contains 20240 members 
Mstep: Class 12 contains 25297 members 
Mstep: Class 15 contains 19549 members 
Mstep: Class 16 contains 21172 members 
Mstep: Class 17 contains 206580 members 
Mstep: Class 18 contains 26991 members 
Mstep: Class 22 contains 5293 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 16 clusters Score -7.00617e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 15521 members 
Mstep: Class 3 contains 48165 members 
Mstep: Class 4 contains 139007 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 131987 members 
Mstep: Class 8 contains 17064 members 
Mstep: Class 9 contains 20134 members 
Mstep: Class 12 contains 25244 members 
Mstep: Class 15 contains 19367 members 
Mstep: Class 16 contains 21169 members 
Mstep: Class 17 contains 205768 members 
Mstep: Class 18 contains 27201 members 
Mstep: Class 22 contains 5284 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 16 clusters Score -7.006407e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15555 members 
Mstep: Class 3 contains 48056 members 
Mstep: Class 4 contains 139913 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 131747 members 
Mstep: Class 8 contains 17008 members 
Mstep: Class 9 contains 20040 members 
Mstep: Class 12 contains 25182 members 
Mstep: Class 15 contains 19365 members 
Mstep: Class 16 contains 21155 members 
Mstep: Class 17 contains 205252 members 
Mstep: Class 18 contains 27378 members 
Mstep: Class 22 contains 5275 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 16 clusters Score -7.006577e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15584 members 
Mstep: Class 3 contains 47973 members 
Mstep: Class 4 contains 140634 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 131376 members 
Mstep: Class 8 contains 16952 members 
Mstep: Class 9 contains 20033 members 
Mstep: Class 12 contains 25151 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 21141 members 
Mstep: Class 17 contains 204869 members 
Mstep: Class 18 contains 27517 members 
Mstep: Class 22 contains 5270 members 
Mstep: Class 23 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 16 clusters Score -7.006762e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 15612 members 
Mstep: Class 3 contains 47917 members 
Mstep: Class 4 contains 141221 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 130854 members 
Mstep: Class 8 contains 16904 members 
Mstep: Class 9 contains 20075 members 
Mstep: Class 12 contains 25090 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 21113 members 
Mstep: Class 17 contains 204594 members 
Mstep: Class 18 contains 27632 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 16 clusters Score -7.006921e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15636 members 
Mstep: Class 3 contains 47853 members 
Mstep: Class 4 contains 141623 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 130251 members 
Mstep: Class 8 contains 16852 members 
Mstep: Class 9 contains 20125 members 
Mstep: Class 12 contains 25022 members 
Mstep: Class 15 contains 20054 members 
Mstep: Class 16 contains 21112 members 
Mstep: Class 17 contains 204461 members 
Mstep: Class 18 contains 27721 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070328.000000 Penalty: 49969.234375
Iteration 55Q: 16 clusters Score -7.007033e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 15669 members 
Mstep: Class 3 contains 47786 members 
Mstep: Class 4 contains 141888 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 129580 members 
Mstep: Class 8 contains 16802 members 
Mstep: Class 9 contains 20223 members 
Mstep: Class 12 contains 24926 members 
Mstep: Class 15 contains 20480 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 204472 members 
Mstep: Class 18 contains 27783 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70070944.000000 Penalty: 49969.234375
Iteration 56Q: 16 clusters Score -7.007094e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15703 members 
Mstep: Class 3 contains 47762 members 
Mstep: Class 4 contains 141997 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 128980 members 
Mstep: Class 8 contains 16754 members 
Mstep: Class 9 contains 20317 members 
Mstep: Class 12 contains 24814 members 
Mstep: Class 15 contains 20914 members 
Mstep: Class 16 contains 21113 members 
Mstep: Class 17 contains 204569 members 
Mstep: Class 18 contains 27806 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70071816.000000 Penalty: 49969.234375
Iteration 57Q: 16 clusters Score -7.007182e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15742 members 
Mstep: Class 3 contains 47762 members 
Mstep: Class 4 contains 142003 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 128449 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 20407 members 
Mstep: Class 12 contains 24716 members 
Mstep: Class 15 contains 21228 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 17 contains 204780 members 
Mstep: Class 18 contains 27808 members 
Mstep: Class 22 contains 5238 members 
Mstep: Class 23 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 16 clusters Score -7.007225e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 15777 members 
Mstep: Class 3 contains 47753 members 
Mstep: Class 4 contains 141921 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 127921 members 
Mstep: Class 8 contains 16688 members 
Mstep: Class 9 contains 20471 members 
Mstep: Class 12 contains 24616 members 
Mstep: Class 15 contains 21499 members 
Mstep: Class 16 contains 21152 members 
Mstep: Class 17 contains 205128 members 
Mstep: Class 18 contains 27808 members 
Mstep: Class 22 contains 5233 members 
Mstep: Class 23 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70072744.000000 Penalty: 49969.234375
Iteration 59Q: 16 clusters Score -7.007274e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 15824 members 
Mstep: Class 3 contains 47762 members 
Mstep: Class 4 contains 141755 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 127499 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 20522 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 15 contains 21768 members 
Mstep: Class 16 contains 21158 members 
Mstep: Class 17 contains 205453 members 
Mstep: Class 18 contains 27796 members 
Mstep: Class 22 contains 5234 members 
Mstep: Class 23 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073120.000000 Penalty: 49969.234375
Iteration 60F: 16 clusters Score -7.007312e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 15850 members 
Mstep: Class 3 contains 47785 members 
Mstep: Class 4 contains 141470 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 126976 members 
Mstep: Class 8 contains 16609 members 
Mstep: Class 9 contains 20557 members 
Mstep: Class 12 contains 24467 members 
Mstep: Class 15 contains 22262 members 
Mstep: Class 16 contains 21167 members 
Mstep: Class 17 contains 205791 members 
Mstep: Class 18 contains 27780 members 
Mstep: Class 22 contains 5233 members 
Mstep: Class 23 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073624.000000 Penalty: 49969.234375
Iteration 61Q: 16 clusters Score -7.007362e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 15874 members 
Mstep: Class 3 contains 47808 members 
Mstep: Class 4 contains 141173 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 126485 members 
Mstep: Class 8 contains 16577 members 
Mstep: Class 9 contains 20584 members 
Mstep: Class 12 contains 24403 members 
Mstep: Class 15 contains 22746 members 
Mstep: Class 16 contains 21202 members 
Mstep: Class 17 contains 206107 members 
Mstep: Class 18 contains 27760 members 
Mstep: Class 22 contains 5231 members 
Mstep: Class 23 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70073856.000000 Penalty: 49969.234375
Iteration 62Q: 16 clusters Score -7.007386e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15901 members 
Mstep: Class 3 contains 47836 members 
Mstep: Class 4 contains 140836 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 126052 members 
Mstep: Class 8 contains 16562 members 
Mstep: Class 9 contains 20641 members 
Mstep: Class 12 contains 24343 members 
Mstep: Class 15 contains 23198 members 
Mstep: Class 16 contains 21231 members 
Mstep: Class 17 contains 206385 members 
Mstep: Class 18 contains 27735 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70074072.000000 Penalty: 49969.234375
Iteration 63Q: 16 clusters Score -7.007407e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15933 members 
Mstep: Class 3 contains 47870 members 
Mstep: Class 4 contains 140510 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 125646 members 
Mstep: Class 8 contains 16553 members 
Mstep: Class 9 contains 20684 members 
Mstep: Class 12 contains 24275 members 
Mstep: Class 15 contains 23607 members 
Mstep: Class 16 contains 21264 members 
Mstep: Class 17 contains 206681 members 
Mstep: Class 18 contains 27705 members 
Mstep: Class 22 contains 5228 members 
Mstep: Class 23 contains 1974 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 16 clusters Score -7.00743e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 47900 members 
Mstep: Class 4 contains 140143 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 125304 members 
Mstep: Class 8 contains 16545 members 
Mstep: Class 9 contains 20743 members 
Mstep: Class 12 contains 24217 members 
Mstep: Class 15 contains 23955 members 
Mstep: Class 16 contains 21291 members 
Mstep: Class 17 contains 206941 members 
Mstep: Class 18 contains 27710 members 
Mstep: Class 22 contains 5226 members 
Mstep: Class 23 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70074248.000000 Penalty: 49969.234375
Iteration 65Q: 16 clusters Score -7.007425e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15992 members 
Mstep: Class 3 contains 47926 members 
Mstep: Class 4 contains 139707 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 125014 members 
Mstep: Class 8 contains 16522 members 
Mstep: Class 9 contains 20814 members 
Mstep: Class 12 contains 24155 members 
Mstep: Class 15 contains 24291 members 
Mstep: Class 16 contains 21313 members 
Mstep: Class 17 contains 207275 members 
Mstep: Class 18 contains 27720 members 
Mstep: Class 22 contains 5225 members 
Mstep: Class 23 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70074568.000000 Penalty: 49969.234375
Iteration 66Q: 16 clusters Score -7.007457e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 16003 members 
Mstep: Class 3 contains 47967 members 
Mstep: Class 4 contains 139233 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 124748 members 
Mstep: Class 8 contains 16504 members 
Mstep: Class 9 contains 20884 members 
Mstep: Class 12 contains 24112 members 
Mstep: Class 15 contains 24615 members 
Mstep: Class 16 contains 21339 members 
Mstep: Class 17 contains 207607 members 
Mstep: Class 18 contains 27730 members 
Mstep: Class 22 contains 5224 members 
Mstep: Class 23 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70074576.000000 Penalty: 49969.234375
Iteration 67Q: 16 clusters Score -7.007458e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16011 members 
Mstep: Class 3 contains 48008 members 
Mstep: Class 4 contains 138743 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 124529 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 20956 members 
Mstep: Class 12 contains 24062 members 
Mstep: Class 15 contains 24888 members 
Mstep: Class 16 contains 21367 members 
Mstep: Class 17 contains 207945 members 
Mstep: Class 18 contains 27734 members 
Mstep: Class 22 contains 5223 members 
Mstep: Class 23 contains 1976 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 16 clusters Score -7.007458e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16020 members 
Mstep: Class 3 contains 48049 members 
Mstep: Class 4 contains 138230 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 124378 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 21033 members 
Mstep: Class 12 contains 24027 members 
Mstep: Class 15 contains 25144 members 
Mstep: Class 16 contains 21402 members 
Mstep: Class 17 contains 208193 members 
Mstep: Class 18 contains 27734 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 16 clusters Score -7.007452e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16027 members 
Mstep: Class 3 contains 48084 members 
Mstep: Class 4 contains 137722 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 124285 members 
Mstep: Class 8 contains 16450 members 
Mstep: Class 9 contains 21109 members 
Mstep: Class 12 contains 23999 members 
Mstep: Class 15 contains 25370 members 
Mstep: Class 16 contains 21436 members 
Mstep: Class 17 contains 208401 members 
Mstep: Class 18 contains 27752 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 16 clusters Score -7.007466e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 16049 members 
Mstep: Class 3 contains 48119 members 
Mstep: Class 4 contains 137168 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 124334 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 21187 members 
Mstep: Class 12 contains 23959 members 
Mstep: Class 15 contains 25568 members 
Mstep: Class 16 contains 21463 members 
Mstep: Class 17 contains 208508 members 
Mstep: Class 18 contains 27784 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 16 clusters Score -7.007506e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16068 members 
Mstep: Class 3 contains 48136 members 
Mstep: Class 4 contains 136629 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 124457 members 
Mstep: Class 8 contains 16473 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 12 contains 23916 members 
Mstep: Class 15 contains 25745 members 
Mstep: Class 16 contains 21489 members 
Mstep: Class 17 contains 208585 members 
Mstep: Class 18 contains 27825 members 
Mstep: Class 22 contains 5223 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 16 clusters Score -7.007526e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16076 members 
Mstep: Class 3 contains 48148 members 
Mstep: Class 4 contains 136047 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 124625 members 
Mstep: Class 8 contains 16478 members 
Mstep: Class 9 contains 21342 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 15 contains 25890 members 
Mstep: Class 16 contains 21512 members 
Mstep: Class 17 contains 208659 members 
Mstep: Class 18 contains 27907 members 
Mstep: Class 22 contains 5222 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 16 clusters Score -7.007532e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 16092 members 
Mstep: Class 3 contains 48153 members 
Mstep: Class 4 contains 135492 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 124817 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 12 contains 23870 members 
Mstep: Class 15 contains 26018 members 
Mstep: Class 16 contains 21522 members 
Mstep: Class 17 contains 208710 members 
Mstep: Class 18 contains 27956 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 16 clusters Score -7.007562e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 16107 members 
Mstep: Class 3 contains 48169 members 
Mstep: Class 4 contains 134857 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 125056 members 
Mstep: Class 8 contains 16497 members 
Mstep: Class 9 contains 21516 members 
Mstep: Class 12 contains 23856 members 
Mstep: Class 15 contains 26164 members 
Mstep: Class 16 contains 21533 members 
Mstep: Class 17 contains 208739 members 
Mstep: Class 18 contains 28044 members 
Mstep: Class 22 contains 5218 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 16 clusters Score -7.00757e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 48151 members 
Mstep: Class 4 contains 134216 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 125298 members 
Mstep: Class 8 contains 16513 members 
Mstep: Class 9 contains 21614 members 
Mstep: Class 12 contains 23858 members 
Mstep: Class 15 contains 26290 members 
Mstep: Class 16 contains 21551 members 
Mstep: Class 17 contains 208794 members 
Mstep: Class 18 contains 28121 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 16 clusters Score -7.007573e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 48141 members 
Mstep: Class 4 contains 133478 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 125594 members 
Mstep: Class 8 contains 16529 members 
Mstep: Class 9 contains 21704 members 
Mstep: Class 12 contains 23843 members 
Mstep: Class 15 contains 26413 members 
Mstep: Class 16 contains 21576 members 
Mstep: Class 17 contains 208878 members 
Mstep: Class 18 contains 28221 members 
Mstep: Class 22 contains 5213 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 77Q: 16 clusters Score -7.007562e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16137 members 
Mstep: Class 3 contains 48130 members 
Mstep: Class 4 contains 132771 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 125938 members 
Mstep: Class 8 contains 16550 members 
Mstep: Class 9 contains 21798 members 
Mstep: Class 12 contains 23819 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 21599 members 
Mstep: Class 17 contains 208928 members 
Mstep: Class 18 contains 28325 members 
Mstep: Class 22 contains 5210 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 78Q: 16 clusters Score -7.007562e+07 nChanged 1780
Entering ConstructFrom: 
Score: -70075616.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -343329.906250 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -343329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -339859.406250 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -339859.4 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -340628.906250 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -340628.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -340798.750000 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -340798.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -340895.500000 Penalty: 4033.531006
	Iteration 3Q: 3 clusters Score -340895.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -340958.906250 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -340958.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -341001.718750 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -341001.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -341035.093750 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -341035.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -341060.000000 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -341060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -341089.906250 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -341089.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -341123.812500 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -341123.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -341158.281250 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -341158.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -341189.875000 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -341189.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -341218.281250 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -341218.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -341252.218750 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -341252.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -341281.531250 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -341281.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -341314.531250 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -341314.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -341346.781250 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -341346.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -341367.156250 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -341367.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -341400.687500 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -341400.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -341436.093750 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -341436.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -341467.656250 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -341467.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -341499.937500 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -341499.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -341528.468750 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -341528.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -341548.843750 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -341548.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -341567.500000 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -341567.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -341580.687500 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -341580.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -341592.343750 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -341592.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -341604.375000 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -341604.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -341617.625000 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -341617.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -341636.437500 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -341636.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -341648.125000 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -341648.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -341659.750000 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -341659.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -341668.968750 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -341669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -341673.125000 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -341673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -341675.250000 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -341675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -341676.531250 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -341676.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -341677.187500 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -341677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -341680.000000 Penalty: 4033.531006
	Iteration 37Q: 3 clusters Score -341680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -341683.406250 Penalty: 4033.531006
	Iteration 38Q: 3 clusters Score -341683.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -341691.812500 Penalty: 4033.531006
	Iteration 39Q: 3 clusters Score -341691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -341699.687500 Penalty: 4033.531006
	Iteration 40F: 3 clusters Score -341699.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -341708.250000 Penalty: 4033.531006
	Iteration 41Q: 3 clusters Score -341708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -341714.562500 Penalty: 4033.531006
	Iteration 42Q: 3 clusters Score -341714.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -341720.343750 Penalty: 4033.531006
	Iteration 43Q: 3 clusters Score -341720.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -341723.812500 Penalty: 4033.531006
	Iteration 44Q: 3 clusters Score -341723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -341726.843750 Penalty: 4033.531006
	Iteration 45Q: 3 clusters Score -341726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -341729.875000 Penalty: 4033.531006
	Iteration 46Q: 3 clusters Score -341729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -341733.281250 Penalty: 4033.531006
	Iteration 47Q: 3 clusters Score -341733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -341734.281250 Penalty: 4033.531006
	Iteration 48Q: 3 clusters Score -341734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -341734.281250 Penalty: 4033.531006
	Iteration 49F: 3 clusters Score -341734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Entering Unmasked Estep 
Score: -1725545.500000 Penalty: 2403.162109
	Iteration 0F: 2 clusters Score -1725546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1713909.875000 Penalty: 4806.324219
	Iteration 0F: 3 clusters Score -1713910 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1717587.125000 Penalty: 4806.324219
	Iteration 1F: 3 clusters Score -1717587 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1717956.000000 Penalty: 4806.324219
	Iteration 2F: 3 clusters Score -1717956 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1718235.000000 Penalty: 4806.324219
	Iteration 3Q: 3 clusters Score -1718235 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1718488.875000 Penalty: 4806.324219
	Iteration 4Q: 3 clusters Score -1718489 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1718702.125000 Penalty: 4806.324219
	Iteration 5Q: 3 clusters Score -1718702 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1718905.375000 Penalty: 4806.324219
	Iteration 6Q: 3 clusters Score -1718905 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1719104.375000 Penalty: 4806.324219
	Iteration 7Q: 3 clusters Score -1719104 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1719334.375000 Penalty: 4806.324219
	Iteration 8Q: 3 clusters Score -1719334 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1719556.125000 Penalty: 4806.324219
	Iteration 9Q: 3 clusters Score -1719556 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1719779.375000 Penalty: 4806.324219
	Iteration 10Q: 3 clusters Score -1719779 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1720071.250000 Penalty: 4806.324219
	Iteration 11Q: 3 clusters Score -1720071 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1720374.125000 Penalty: 4806.324219
	Iteration 12Q: 3 clusters Score -1720374 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1720670.625000 Penalty: 4806.324219
	Iteration 13Q: 3 clusters Score -1720671 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1720954.875000 Penalty: 4806.324219
	Iteration 14Q: 3 clusters Score -1720955 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1721228.875000 Penalty: 4806.324219
	Iteration 15Q: 3 clusters Score -1721229 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1721483.000000 Penalty: 4806.324219
	Iteration 16Q: 3 clusters Score -1721483 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1721699.000000 Penalty: 4806.324219
	Iteration 17Q: 3 clusters Score -1721699 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1721858.750000 Penalty: 4806.324219
	Iteration 18Q: 3 clusters Score -1721859 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1721975.625000 Penalty: 4806.324219
	Iteration 19Q: 3 clusters Score -1721976 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1722053.125000 Penalty: 4806.324219
	Iteration 20F: 3 clusters Score -1722053 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1722121.375000 Penalty: 4806.324219
	Iteration 21Q: 3 clusters Score -1722121 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1722172.250000 Penalty: 4806.324219
	Iteration 22Q: 3 clusters Score -1722172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1722220.625000 Penalty: 4806.324219
	Iteration 23Q: 3 clusters Score -1722221 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1722256.750000 Penalty: 4806.324219
	Iteration 24Q: 3 clusters Score -1722257 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1722299.250000 Penalty: 4806.324219
	Iteration 25Q: 3 clusters Score -1722299 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1722338.750000 Penalty: 4806.324219
	Iteration 26Q: 3 clusters Score -1722339 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1722382.875000 Penalty: 4806.324219
	Iteration 27Q: 3 clusters Score -1722383 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1722422.750000 Penalty: 4806.324219
	Iteration 28Q: 3 clusters Score -1722423 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1722456.750000 Penalty: 4806.324219
	Iteration 29Q: 3 clusters Score -1722457 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1722498.375000 Penalty: 4806.324219
	Iteration 30Q: 3 clusters Score -1722498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1722533.750000 Penalty: 4806.324219
	Iteration 31Q: 3 clusters Score -1722534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1722555.625000 Penalty: 4806.324219
	Iteration 32Q: 3 clusters Score -1722556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1722584.750000 Penalty: 4806.324219
	Iteration 33Q: 3 clusters Score -1722585 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1722607.375000 Penalty: 4806.324219
	Iteration 34Q: 3 clusters Score -1722607 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1722640.625000 Penalty: 4806.324219
	Iteration 35Q: 3 clusters Score -1722641 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1722678.375000 Penalty: 4806.324219
	Iteration 36Q: 3 clusters Score -1722678 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1722709.250000 Penalty: 4806.324219
	Iteration 37Q: 3 clusters Score -1722709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1722736.250000 Penalty: 4806.324219
	Iteration 38Q: 3 clusters Score -1722736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1722764.000000 Penalty: 4806.324219
	Iteration 39Q: 3 clusters Score -1722764 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1722792.250000 Penalty: 4806.324219
	Iteration 40F: 3 clusters Score -1722792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1722821.125000 Penalty: 4806.324219
	Iteration 41Q: 3 clusters Score -1722821 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1722855.625000 Penalty: 4806.324219
	Iteration 42Q: 3 clusters Score -1722856 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1722890.000000 Penalty: 4806.324219
	Iteration 43Q: 3 clusters Score -1722890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1722929.000000 Penalty: 4806.324219
	Iteration 44Q: 3 clusters Score -1722929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1722967.625000 Penalty: 4806.324219
	Iteration 45Q: 3 clusters Score -1722968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1723001.000000 Penalty: 4806.324219
	Iteration 46Q: 3 clusters Score -1723001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1723023.750000 Penalty: 4806.324219
	Iteration 47Q: 3 clusters Score -1723024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1723041.875000 Penalty: 4806.324219
	Iteration 48Q: 3 clusters Score -1723042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1723064.500000 Penalty: 4806.324219
	Iteration 49Q: 3 clusters Score -1723064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1723091.250000 Penalty: 4806.324219
	Iteration 50Q: 3 clusters Score -1723091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1723126.750000 Penalty: 4806.324219
	Iteration 51Q: 3 clusters Score -1723127 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1723157.875000 Penalty: 4806.324219
	Iteration 52Q: 3 clusters Score -1723158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1723186.625000 Penalty: 4806.324219
	Iteration 53Q: 3 clusters Score -1723187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1723211.500000 Penalty: 4806.324219
	Iteration 54Q: 3 clusters Score -1723212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1723237.500000 Penalty: 4806.324219
	Iteration 55Q: 3 clusters Score -1723238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1723258.625000 Penalty: 4806.324219
	Iteration 56Q: 3 clusters Score -1723259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1723279.375000 Penalty: 4806.324219
	Iteration 57Q: 3 clusters Score -1723279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1723288.250000 Penalty: 4806.324219
	Iteration 58Q: 3 clusters Score -1723288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1723300.625000 Penalty: 4806.324219
	Iteration 59Q: 3 clusters Score -1723301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1723305.375000 Penalty: 4806.324219
	Iteration 60F: 3 clusters Score -1723305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1723314.875000 Penalty: 4806.324219
	Iteration 61Q: 3 clusters Score -1723315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1723321.000000 Penalty: 4806.324219
	Iteration 62Q: 3 clusters Score -1723321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1723326.000000 Penalty: 4806.324219
	Iteration 63Q: 3 clusters Score -1723326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1723336.750000 Penalty: 4806.324219
	Iteration 64Q: 3 clusters Score -1723337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1723339.000000 Penalty: 4806.324219
	Iteration 65Q: 3 clusters Score -1723339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1723347.125000 Penalty: 4806.324219
	Iteration 66Q: 3 clusters Score -1723347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1723355.625000 Penalty: 4806.324219
	Iteration 67Q: 3 clusters Score -1723356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1723361.750000 Penalty: 4806.324219
	Iteration 68Q: 3 clusters Score -1723362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1723368.750000 Penalty: 4806.324219
	Iteration 69Q: 3 clusters Score -1723369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1723373.000000 Penalty: 4806.324219
	Iteration 70Q: 3 clusters Score -1723373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1723381.500000 Penalty: 4806.324219
	Iteration 71Q: 3 clusters Score -1723382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1723385.250000 Penalty: 4806.324219
	Iteration 72Q: 3 clusters Score -1723385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1723391.625000 Penalty: 4806.324219
	Iteration 73Q: 3 clusters Score -1723392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1723396.125000 Penalty: 4806.324219
	Iteration 74Q: 3 clusters Score -1723396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1723400.000000 Penalty: 4806.324219
	Iteration 75Q: 3 clusters Score -1723400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1723403.875000 Penalty: 4806.324219
	Iteration 76Q: 3 clusters Score -1723404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1723407.625000 Penalty: 4806.324219
	Iteration 77Q: 3 clusters Score -1723408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1723410.250000 Penalty: 4806.324219
	Iteration 78Q: 3 clusters Score -1723410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1723413.750000 Penalty: 4806.324219
	Iteration 79Q: 3 clusters Score -1723414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1723417.875000 Penalty: 4806.324219
	Iteration 80F: 3 clusters Score -1723418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1723422.750000 Penalty: 4806.324219
	Iteration 81Q: 3 clusters Score -1723423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1723423.500000 Penalty: 4806.324219
	Iteration 82Q: 3 clusters Score -1723424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1723429.500000 Penalty: 4806.324219
	Iteration 83Q: 3 clusters Score -1723430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1723435.375000 Penalty: 4806.324219
	Iteration 84Q: 3 clusters Score -1723435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1723438.875000 Penalty: 4806.324219
	Iteration 85Q: 3 clusters Score -1723439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1723438.625000 Penalty: 4806.324219
	Iteration 86Q: 3 clusters Score -1723439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1723442.500000 Penalty: 4806.324219
	Iteration 87Q: 3 clusters Score -1723442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1723445.750000 Penalty: 4806.324219
	Iteration 88Q: 3 clusters Score -1723446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1723449.750000 Penalty: 4806.324219
	Iteration 89Q: 3 clusters Score -1723450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1723452.625000 Penalty: 4806.324219
	Iteration 90Q: 3 clusters Score -1723453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1723454.125000 Penalty: 4806.324219
	Iteration 91Q: 3 clusters Score -1723454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1723461.500000 Penalty: 4806.324219
	Iteration 92Q: 3 clusters Score -1723462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1723465.875000 Penalty: 4806.324219
	Iteration 93Q: 3 clusters Score -1723466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1723467.750000 Penalty: 4806.324219
	Iteration 94Q: 3 clusters Score -1723468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1723469.125000 Penalty: 4806.324219
	Iteration 95Q: 3 clusters Score -1723469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1723475.625000 Penalty: 4806.324219
	Iteration 96Q: 3 clusters Score -1723476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1723477.500000 Penalty: 4806.324219
	Iteration 97Q: 3 clusters Score -1723478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1723482.875000 Penalty: 4806.324219
	Iteration 98Q: 3 clusters Score -1723483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1723484.125000 Penalty: 4806.324219
	Iteration 99Q: 3 clusters Score -1723484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1723489.375000 Penalty: 4806.324219
	Iteration 100F: 3 clusters Score -1723489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1723495.000000 Penalty: 4806.324219
	Iteration 101Q: 3 clusters Score -1723495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1723502.625000 Penalty: 4806.324219
	Iteration 102Q: 3 clusters Score -1723503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1723511.000000 Penalty: 4806.324219
	Iteration 103Q: 3 clusters Score -1723511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1723511.375000 Penalty: 4806.324219
	Iteration 104Q: 3 clusters Score -1723511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1723516.500000 Penalty: 4806.324219
	Iteration 105Q: 3 clusters Score -1723516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1723516.875000 Penalty: 4806.324219
	Iteration 106Q: 3 clusters Score -1723517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1723516.750000 Penalty: 4806.324219
	Iteration 107Q: 3 clusters Score -1723517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1723516.250000 Penalty: 4806.324219
	Iteration 108Q: 3 clusters Score -1723516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1723516.250000 Penalty: 4806.324219
	Iteration 109Q: 3 clusters Score -1723516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1723516.250000 Penalty: 4806.324219
	Iteration 110F: 3 clusters Score -1723516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Entering Unmasked Estep 
Score: -4911293.000000 Penalty: 2673.836670
	Iteration 0F: 2 clusters Score -4911293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4878817.000000 Penalty: 5347.673340
	Iteration 0F: 3 clusters Score -4878817 nChanged 22128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -4890967.000000 Penalty: 5347.673340
	Iteration 1F: 3 clusters Score -4890967 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -4891530.000000 Penalty: 5347.673340
	Iteration 2Q: 3 clusters Score -4891530 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -4892189.500000 Penalty: 5347.673340
	Iteration 3Q: 3 clusters Score -4892190 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4892983.500000 Penalty: 5347.673340
	Iteration 4Q: 3 clusters Score -4892984 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -4894056.000000 Penalty: 5347.673340
	Iteration 5Q: 3 clusters Score -4894056 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4895603.000000 Penalty: 5347.673340
	Iteration 6Q: 3 clusters Score -4895603 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4897707.500000 Penalty: 5347.673340
	Iteration 7F: 3 clusters Score -4897708 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4900145.000000 Penalty: 5347.673340
	Iteration 8F: 3 clusters Score -4900145 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -4902443.000000 Penalty: 5347.673340
	Iteration 9F: 3 clusters Score -4902443 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4904186.500000 Penalty: 5347.673340
	Iteration 10F: 3 clusters Score -4904186 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -4905395.500000 Penalty: 5347.673340
	Iteration 11Q: 3 clusters Score -4905396 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -4906261.500000 Penalty: 5347.673340
	Iteration 12Q: 3 clusters Score -4906262 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -4906765.500000 Penalty: 5347.673340
	Iteration 13Q: 3 clusters Score -4906766 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4907173.500000 Penalty: 5347.673340
	Iteration 14Q: 3 clusters Score -4907174 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4907452.500000 Penalty: 5347.673340
	Iteration 15Q: 3 clusters Score -4907452 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -4907685.500000 Penalty: 5347.673340
	Iteration 16Q: 3 clusters Score -4907686 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -4907915.000000 Penalty: 5347.673340
	Iteration 17Q: 3 clusters Score -4907915 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -4908044.000000 Penalty: 5347.673340
	Iteration 18Q: 3 clusters Score -4908044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -4908182.500000 Penalty: 5347.673340
	Iteration 19Q: 3 clusters Score -4908182 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -4908290.000000 Penalty: 5347.673340
	Iteration 20F: 3 clusters Score -4908290 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4908378 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -4908459.000000 Penalty: 5347.673340
	Iteration 22Q: 3 clusters Score -4908459 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4908536 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -4908594.500000 Penalty: 5347.673340
	Iteration 24Q: 3 clusters Score -4908594 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -4908649.000000 Penalty: 5347.673340
	Iteration 25Q: 3 clusters Score -4908649 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -4908714.000000 Penalty: 5347.673340
	Iteration 26Q: 3 clusters Score -4908714 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -4908750.000000 Penalty: 5347.673340
	Iteration 27Q: 3 clusters Score -4908750 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -4908780.000000 Penalty: 5347.673340
	Iteration 28Q: 3 clusters Score -4908780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -4908796.500000 Penalty: 5347.673340
	Iteration 29Q: 3 clusters Score -4908796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -4908823.000000 Penalty: 5347.673340
	Iteration 30Q: 3 clusters Score -4908823 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -4908852.000000 Penalty: 5347.673340
	Iteration 31Q: 3 clusters Score -4908852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -4908878.000000 Penalty: 5347.673340
	Iteration 32Q: 3 clusters Score -4908878 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -4908887.000000 Penalty: 5347.673340
	Iteration 33Q: 3 clusters Score -4908887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -4908907.000000 Penalty: 5347.673340
	Iteration 34Q: 3 clusters Score -4908907 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -4908922.500000 Penalty: 5347.673340
	Iteration 35Q: 3 clusters Score -4908922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -4908935.500000 Penalty: 5347.673340
	Iteration 36Q: 3 clusters Score -4908936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -4908969.000000 Penalty: 5347.673340
	Iteration 37Q: 3 clusters Score -4908969 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -4908970.500000 Penalty: 5347.673340
	Iteration 38Q: 3 clusters Score -4908970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -4908977.500000 Penalty: 5347.673340
	Iteration 39Q: 3 clusters Score -4908978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -4908981.500000 Penalty: 5347.673340
	Iteration 40F: 3 clusters Score -4908982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -4909000.500000 Penalty: 5347.673340
	Iteration 41Q: 3 clusters Score -4909000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -4909009.500000 Penalty: 5347.673340
	Iteration 42Q: 3 clusters Score -4909010 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -4909004.000000 Penalty: 5347.673340
	Iteration 43Q: 3 clusters Score -4909004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -4909016.000000 Penalty: 5347.673340
	Iteration 44Q: 3 clusters Score -4909016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -4909035.500000 Penalty: 5347.673340
	Iteration 45Q: 3 clusters Score -4909036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -4909040.000000 Penalty: 5347.673340
	Iteration 46Q: 3 clusters Score -4909040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -4909046.500000 Penalty: 5347.673340
	Iteration 47Q: 3 clusters Score -4909046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -4909047.500000 Penalty: 5347.673340
	Iteration 48Q: 3 clusters Score -4909048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -4909047.500000 Penalty: 5347.673340
	Iteration 49Q: 3 clusters Score -4909048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -4909052.000000 Penalty: 5347.673340
	Iteration 50Q: 3 clusters Score -4909052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -4909060.000000 Penalty: 5347.673340
	Iteration 51Q: 3 clusters Score -4909060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -4909068.000000 Penalty: 5347.673340
	Iteration 52Q: 3 clusters Score -4909068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -4909074.000000 Penalty: 5347.673340
	Iteration 53Q: 3 clusters Score -4909074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -4909081.000000 Penalty: 5347.673340
	Iteration 54Q: 3 clusters Score -4909081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -4909092.000000 Penalty: 5347.673340
	Iteration 55Q: 3 clusters Score -4909092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -4909096.000000 Penalty: 5347.673340
	Iteration 56Q: 3 clusters Score -4909096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -4909106.500000 Penalty: 5347.673340
	Iteration 57Q: 3 clusters Score -4909106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -4909104.000000 Penalty: 5347.673340
	Iteration 58Q: 3 clusters Score -4909104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -4909111.500000 Penalty: 5347.673340
	Iteration 59Q: 3 clusters Score -4909112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -4909118.500000 Penalty: 5347.673340
	Iteration 60F: 3 clusters Score -4909118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -4909117.500000 Penalty: 5347.673340
	Iteration 61Q: 3 clusters Score -4909118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -4909128.000000 Penalty: 5347.673340
	Iteration 62Q: 3 clusters Score -4909128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -4909130.000000 Penalty: 5347.673340
	Iteration 63Q: 3 clusters Score -4909130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -4909128.000000 Penalty: 5347.673340
	Iteration 64Q: 3 clusters Score -4909128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -4909137.000000 Penalty: 5347.673340
	Iteration 65Q: 3 clusters Score -4909137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -4909132.500000 Penalty: 5347.673340
	Iteration 66Q: 3 clusters Score -4909132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -4909139.000000 Penalty: 5347.673340
	Iteration 67Q: 3 clusters Score -4909139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -4909135.500000 Penalty: 5347.673340
	Iteration 68Q: 3 clusters Score -4909136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -4909148.500000 Penalty: 5347.673340
	Iteration 69Q: 3 clusters Score -4909148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -4909147.500000 Penalty: 5347.673340
	Iteration 70Q: 3 clusters Score -4909148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -4909152.000000 Penalty: 5347.673340
	Iteration 71Q: 3 clusters Score -4909152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -4909151.500000 Penalty: 5347.673340
	Iteration 72Q: 3 clusters Score -4909152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -4909156.000000 Penalty: 5347.673340
	Iteration 73Q: 3 clusters Score -4909156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -4909156.500000 Penalty: 5347.673340
	Iteration 74Q: 3 clusters Score -4909156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -4909154.000000 Penalty: 5347.673340
	Iteration 75Q: 3 clusters Score -4909154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -4909153.000000 Penalty: 5347.673340
	Iteration 76Q: 3 clusters Score -4909153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -4909153.500000 Penalty: 5347.673340
	Iteration 77Q: 3 clusters Score -4909154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -4909153.500000 Penalty: 5347.673340
	Iteration 78Q: 3 clusters Score -4909154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -4909155.500000 Penalty: 5347.673340
	Iteration 79Q: 3 clusters Score -4909156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -4909159.000000 Penalty: 5347.673340
	Iteration 80F: 3 clusters Score -4909159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -4909160.500000 Penalty: 5347.673340
	Iteration 81Q: 3 clusters Score -4909160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -4909163.000000 Penalty: 5347.673340
	Iteration 82Q: 3 clusters Score -4909163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -4909162.500000 Penalty: 5347.673340
	Iteration 83Q: 3 clusters Score -4909162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -4909159.500000 Penalty: 5347.673340
	Iteration 84Q: 3 clusters Score -4909160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -4909168.000000 Penalty: 5347.673340
	Iteration 85Q: 3 clusters Score -4909168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -4909168.500000 Penalty: 5347.673340
	Iteration 86Q: 3 clusters Score -4909168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -4909170.000000 Penalty: 5347.673340
	Iteration 87Q: 3 clusters Score -4909170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -4909171.000000 Penalty: 5347.673340
	Iteration 88Q: 3 clusters Score -4909171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -4909171.500000 Penalty: 5347.673340
	Iteration 89Q: 3 clusters Score -4909172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -4909174.500000 Penalty: 5347.673340
	Iteration 90Q: 3 clusters Score -4909174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -4909175.500000 Penalty: 5347.673340
	Iteration 91Q: 3 clusters Score -4909176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -4909180.500000 Penalty: 5347.673340
	Iteration 92Q: 3 clusters Score -4909180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -4909173.500000 Penalty: 5347.673340
	Iteration 93Q: 3 clusters Score -4909174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -4909180.000000 Penalty: 5347.673340
	Iteration 94Q: 3 clusters Score -4909180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -4909181.000000 Penalty: 5347.673340
	Iteration 95Q: 3 clusters Score -4909181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -4909179.500000 Penalty: 5347.673340
	Iteration 96Q: 3 clusters Score -4909180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -4909186.500000 Penalty: 5347.673340
	Iteration 97Q: 3 clusters Score -4909186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -4909185.500000 Penalty: 5347.673340
	Iteration 98Q: 3 clusters Score -4909186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -4909182.500000 Penalty: 5347.673340
	Iteration 99Q: 3 clusters Score -4909182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -4909182.500000 Penalty: 5347.673340
	Iteration 100F: 3 clusters Score -4909182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (132032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132032 members 
Entering Unmasked Estep 
Score: -13843511.000000 Penalty: 2924.118164
	Iteration 0F: 2 clusters Score -1.384351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -13755812.000000 Penalty: 5848.236328
	Iteration 0F: 3 clusters Score -1.375581e+07 nChanged 62748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -13791748.000000 Penalty: 5848.236328
	Iteration 1F: 3 clusters Score -1.379175e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -13792623.000000 Penalty: 5848.236328
	Iteration 2Q: 3 clusters Score -1.379262e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -13793544.000000 Penalty: 5848.236328
	Iteration 3Q: 3 clusters Score -1.379354e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -13794854.000000 Penalty: 5848.236328
	Iteration 4Q: 3 clusters Score -1.379485e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -13796937.000000 Penalty: 5848.236328
	Iteration 5Q: 3 clusters Score -1.379694e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85911 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -13800750.000000 Penalty: 5848.236328
	Iteration 6F: 3 clusters Score -1.380075e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95287 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -13807659.000000 Penalty: 5848.236328
	Iteration 7F: 3 clusters Score -1.380766e+07 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106822 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -13818045.000000 Penalty: 5848.236328
	Iteration 8F: 3 clusters Score -1.381804e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117944 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -13828826.000000 Penalty: 5848.236328
	Iteration 9F: 3 clusters Score -1.382883e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125528 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -13835930.000000 Penalty: 5848.236328
	Iteration 10F: 3 clusters Score -1.383593e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129043 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -13839133.000000 Penalty: 5848.236328
	Iteration 11Q: 3 clusters Score -1.383913e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130325 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -13840270.000000 Penalty: 5848.236328
	Iteration 12Q: 3 clusters Score -1.384027e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130790 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -13840808.000000 Penalty: 5848.236328
	Iteration 13Q: 3 clusters Score -1.384081e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130959 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -13841045.000000 Penalty: 5848.236328
	Iteration 14Q: 3 clusters Score -1.384104e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13841184.000000 Penalty: 5848.236328
	Iteration 15Q: 3 clusters Score -1.384118e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131071 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -13841269.000000 Penalty: 5848.236328
	Iteration 16Q: 3 clusters Score -1.384127e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13841321.000000 Penalty: 5848.236328
	Iteration 17Q: 3 clusters Score -1.384132e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131100 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13841388.000000 Penalty: 5848.236328
	Iteration 18Q: 3 clusters Score -1.384139e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131098 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13841406.000000 Penalty: 5848.236328
	Iteration 19Q: 3 clusters Score -1.384141e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131098 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13841427.000000 Penalty: 5848.236328
	Iteration 20F: 3 clusters Score -1.384143e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131101 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13841434.000000 Penalty: 5848.236328
	Iteration 21Q: 3 clusters Score -1.384143e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131104 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13841446.000000 Penalty: 5848.236328
	Iteration 22Q: 3 clusters Score -1.384145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131104 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -13841469.000000 Penalty: 5848.236328
	Iteration 23Q: 3 clusters Score -1.384147e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131105 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -13841473.000000 Penalty: 5848.236328
	Iteration 24Q: 3 clusters Score -1.384147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131108 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13841489.000000 Penalty: 5848.236328
	Iteration 25Q: 3 clusters Score -1.384149e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131105 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -13841501.000000 Penalty: 5848.236328
	Iteration 26Q: 3 clusters Score -1.38415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131100 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13841500.000000 Penalty: 5848.236328
	Iteration 27Q: 3 clusters Score -1.38415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131091 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13841519.000000 Penalty: 5848.236328
	Iteration 28Q: 3 clusters Score -1.384152e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13841523.000000 Penalty: 5848.236328
	Iteration 29Q: 3 clusters Score -1.384152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13841520.000000 Penalty: 5848.236328
	Iteration 30Q: 3 clusters Score -1.384152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131084 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13841543.000000 Penalty: 5848.236328
	Iteration 31Q: 3 clusters Score -1.384154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131085 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13841552.000000 Penalty: 5848.236328
	Iteration 32Q: 3 clusters Score -1.384155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131084 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13841549.000000 Penalty: 5848.236328
	Iteration 33Q: 3 clusters Score -1.384155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13841546.000000 Penalty: 5848.236328
	Iteration 34Q: 3 clusters Score -1.384155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13841551.000000 Penalty: 5848.236328
	Iteration 35Q: 3 clusters Score -1.384155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131085 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13841546.000000 Penalty: 5848.236328
	Iteration 36Q: 3 clusters Score -1.384155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -13841543.000000 Penalty: 5848.236328
	Iteration 37Q: 3 clusters Score -1.384154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131085 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13841546.000000 Penalty: 5848.236328
	Iteration 38Q: 3 clusters Score -1.384155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131085 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13841546.000000 Penalty: 5848.236328
	Iteration 39F: 3 clusters Score -1.384155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -71257.414062 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -71257.41 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 379 members 
Entering Unmasked Estep 
Score: -69550.109375 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -69550.11 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69867.054688 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -69867.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70071.015625 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -70071.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70350.164062 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -70350.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70674.093750 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -70674.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71059.382812 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -71059.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -71206.906250 Penalty: 3301.736328
	Iteration 6F: 3 clusters Score -71206.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -71270.492188 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -71270.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -71291.210938 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -71291.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -71318.460938 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -71318.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -71343.109375 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -71343.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -71350.640625 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -71350.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -71350.640625 Penalty: 3301.736328
	Iteration 12F: 3 clusters Score -71350.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16158 members 
Mstep: Class 3 contains 48127 members 
Mstep: Class 4 contains 132032 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 126288 members 
Mstep: Class 7 contains 145 members 
Mstep: Class 8 contains 16567 members 
Mstep: Class 9 contains 21887 members 
Mstep: Class 12 contains 23806 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 21625 members 
Mstep: Class 17 contains 208962 members 
Mstep: Class 18 contains 28431 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
Score: -70073968.000000 Penalty: 53300.515625
Splitting cluster 5 changes total score from -70075616.000000 to -70073968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (126288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Entering Unmasked Estep 
Score: -13243505.000000 Penalty: 2913.087646
	Iteration 0F: 2 clusters Score -1.32435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -13159314.000000 Penalty: 5826.175293
	Iteration 0F: 3 clusters Score -1.315931e+07 nChanged 60017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -13194121.000000 Penalty: 5826.175293
	Iteration 1F: 3 clusters Score -1.319412e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 66566 members 
Entering Unmasked Estep 
Score: -13194934.000000 Penalty: 5826.175293
	Iteration 2Q: 3 clusters Score -1.319493e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -13196021.000000 Penalty: 5826.175293
	Iteration 3Q: 3 clusters Score -1.319602e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -13197363.000000 Penalty: 5826.175293
	Iteration 4Q: 3 clusters Score -1.319736e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -13199718.000000 Penalty: 5826.175293
	Iteration 5Q: 3 clusters Score -1.319972e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -13203559.000000 Penalty: 5826.175293
	Iteration 6F: 3 clusters Score -1.320356e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -13209976.000000 Penalty: 5826.175293
	Iteration 7F: 3 clusters Score -1.320998e+07 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 100797 members 
Entering Unmasked Estep 
Score: -13219358.000000 Penalty: 5826.175293
	Iteration 8F: 3 clusters Score -1.321936e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 109962 members 
Entering Unmasked Estep 
Score: -13228166.000000 Penalty: 5826.175293
	Iteration 9F: 3 clusters Score -1.322817e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 116007 members 
Entering Unmasked Estep 
Score: -13234167.000000 Penalty: 5826.175293
	Iteration 10Q: 3 clusters Score -1.323417e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -13237286.000000 Penalty: 5826.175293
	Iteration 11Q: 3 clusters Score -1.323729e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -13238795.000000 Penalty: 5826.175293
	Iteration 12Q: 3 clusters Score -1.32388e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 122010 members 
Entering Unmasked Estep 
Score: -13239703.000000 Penalty: 5826.175293
	Iteration 13Q: 3 clusters Score -1.32397e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 122701 members 
Entering Unmasked Estep 
Score: -13240230.000000 Penalty: 5826.175293
	Iteration 14Q: 3 clusters Score -1.324023e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 123188 members 
Entering Unmasked Estep 
Score: -13240531.000000 Penalty: 5826.175293
	Iteration 15Q: 3 clusters Score -1.324053e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 123542 members 
Entering Unmasked Estep 
Score: -13240744.000000 Penalty: 5826.175293
	Iteration 16Q: 3 clusters Score -1.324074e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 123800 members 
Entering Unmasked Estep 
Score: -13240928.000000 Penalty: 5826.175293
	Iteration 17Q: 3 clusters Score -1.324093e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 123987 members 
Entering Unmasked Estep 
Score: -13241038.000000 Penalty: 5826.175293
	Iteration 18Q: 3 clusters Score -1.324104e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -13241086.000000 Penalty: 5826.175293
	Iteration 19Q: 3 clusters Score -1.324109e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 124253 members 
Entering Unmasked Estep 
Score: -13241125.000000 Penalty: 5826.175293
	Iteration 20F: 3 clusters Score -1.324112e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 124351 members 
Entering Unmasked Estep 
Score: -13241159.000000 Penalty: 5826.175293
	Iteration 21Q: 3 clusters Score -1.324116e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -13241172.000000 Penalty: 5826.175293
	Iteration 22Q: 3 clusters Score -1.324117e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 124503 members 
Entering Unmasked Estep 
Score: -13241175.000000 Penalty: 5826.175293
	Iteration 23Q: 3 clusters Score -1.324118e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 124552 members 
Entering Unmasked Estep 
Score: -13241217.000000 Penalty: 5826.175293
	Iteration 24Q: 3 clusters Score -1.324122e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 124587 members 
Entering Unmasked Estep 
Score: -13241247.000000 Penalty: 5826.175293
	Iteration 25Q: 3 clusters Score -1.324125e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 124616 members 
Entering Unmasked Estep 
Score: -13241248.000000 Penalty: 5826.175293
	Iteration 26Q: 3 clusters Score -1.324125e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 124639 members 
Entering Unmasked Estep 
Score: -13241268.000000 Penalty: 5826.175293
	Iteration 27Q: 3 clusters Score -1.324127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 124648 members 
Entering Unmasked Estep 
Score: -13241288.000000 Penalty: 5826.175293
	Iteration 28Q: 3 clusters Score -1.324129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -13241286.000000 Penalty: 5826.175293
	Iteration 29Q: 3 clusters Score -1.324129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 124662 members 
Entering Unmasked Estep 
Score: -13241294.000000 Penalty: 5826.175293
	Iteration 30Q: 3 clusters Score -1.324129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -13241283.000000 Penalty: 5826.175293
	Iteration 31Q: 3 clusters Score -1.324128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -13241289.000000 Penalty: 5826.175293
	Iteration 32Q: 3 clusters Score -1.324129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -13241291.000000 Penalty: 5826.175293
	Iteration 33Q: 3 clusters Score -1.324129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -13241285.000000 Penalty: 5826.175293
	Iteration 34Q: 3 clusters Score -1.324128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 124690 members 
Entering Unmasked Estep 
Score: -13241275.000000 Penalty: 5826.175293
	Iteration 35Q: 3 clusters Score -1.324128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 124690 members 
Entering Unmasked Estep 
Score: -13241275.000000 Penalty: 5826.175293
	Iteration 36Q: 3 clusters Score -1.324128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -13241279.000000 Penalty: 5826.175293
	Iteration 37Q: 3 clusters Score -1.324128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -13241279.000000 Penalty: 5826.175293
	Iteration 38Q: 3 clusters Score -1.324128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 124697 members 
Entering Unmasked Estep 
Score: -13241291.000000 Penalty: 5826.175293
	Iteration 39Q: 3 clusters Score -1.324129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 124704 members 
Entering Unmasked Estep 
Score: -13241273.000000 Penalty: 5826.175293
	Iteration 40F: 3 clusters Score -1.324127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -13241296.000000 Penalty: 5826.175293
	Iteration 41Q: 3 clusters Score -1.32413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 124709 members 
Entering Unmasked Estep 
Score: -13241298.000000 Penalty: 5826.175293
	Iteration 42Q: 3 clusters Score -1.32413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 124712 members 
Entering Unmasked Estep 
Score: -13241300.000000 Penalty: 5826.175293
	Iteration 43Q: 3 clusters Score -1.32413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 124713 members 
Entering Unmasked Estep 
Score: -13241293.000000 Penalty: 5826.175293
	Iteration 44Q: 3 clusters Score -1.324129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -13241299.000000 Penalty: 5826.175293
	Iteration 45Q: 3 clusters Score -1.32413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -13241301.000000 Penalty: 5826.175293
	Iteration 46Q: 3 clusters Score -1.32413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 124722 members 
Entering Unmasked Estep 
Score: -13241299.000000 Penalty: 5826.175293
	Iteration 47Q: 3 clusters Score -1.32413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 124724 members 
Entering Unmasked Estep 
Score: -13241300.000000 Penalty: 5826.175293
	Iteration 48Q: 3 clusters Score -1.32413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 124727 members 
Entering Unmasked Estep 
Score: -13241308.000000 Penalty: 5826.175293
	Iteration 49Q: 3 clusters Score -1.324131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 124730 members 
Entering Unmasked Estep 
Score: -13241311.000000 Penalty: 5826.175293
	Iteration 50Q: 3 clusters Score -1.324131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 124731 members 
Entering Unmasked Estep 
Score: -13241310.000000 Penalty: 5826.175293
	Iteration 51Q: 3 clusters Score -1.324131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 124731 members 
Entering Unmasked Estep 
Score: -13241312.000000 Penalty: 5826.175293
	Iteration 52Q: 3 clusters Score -1.324131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 124731 members 
Entering Unmasked Estep 
Score: -13241314.000000 Penalty: 5826.175293
	Iteration 53Q: 3 clusters Score -1.324131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 124732 members 
Entering Unmasked Estep 
Score: -13241315.000000 Penalty: 5826.175293
	Iteration 54Q: 3 clusters Score -1.324132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 124732 members 
Entering Unmasked Estep 
Score: -13241321.000000 Penalty: 5826.175293
	Iteration 55Q: 3 clusters Score -1.324132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 124732 members 
Entering Unmasked Estep 
Score: -13241320.000000 Penalty: 5826.175293
	Iteration 56Q: 3 clusters Score -1.324132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 124734 members 
Entering Unmasked Estep 
Score: -13241321.000000 Penalty: 5826.175293
	Iteration 57Q: 3 clusters Score -1.324132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 124738 members 
Entering Unmasked Estep 
Score: -13241320.000000 Penalty: 5826.175293
	Iteration 58Q: 3 clusters Score -1.324132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 124738 members 
Entering Unmasked Estep 
Score: -13241320.000000 Penalty: 5826.175293
	Iteration 59F: 3 clusters Score -1.324132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Entering Unmasked Estep 
Score: -1767678.250000 Penalty: 2409.361572
	Iteration 0F: 2 clusters Score -1767678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1755766.250000 Penalty: 4818.723145
	Iteration 0F: 3 clusters Score -1755766 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1759502.500000 Penalty: 4818.723145
	Iteration 1F: 3 clusters Score -1759502 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1759794.875000 Penalty: 4818.723145
	Iteration 2F: 3 clusters Score -1759795 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1760045.375000 Penalty: 4818.723145
	Iteration 3Q: 3 clusters Score -1760045 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1760239.000000 Penalty: 4818.723145
	Iteration 4Q: 3 clusters Score -1760239 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1760422.500000 Penalty: 4818.723145
	Iteration 5Q: 3 clusters Score -1760422 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1760599.875000 Penalty: 4818.723145
	Iteration 6Q: 3 clusters Score -1760600 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1760760.375000 Penalty: 4818.723145
	Iteration 7Q: 3 clusters Score -1760760 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1760930.000000 Penalty: 4818.723145
	Iteration 8Q: 3 clusters Score -1760930 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1761148.250000 Penalty: 4818.723145
	Iteration 9Q: 3 clusters Score -1761148 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1761403.125000 Penalty: 4818.723145
	Iteration 10Q: 3 clusters Score -1761403 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1761727.375000 Penalty: 4818.723145
	Iteration 11Q: 3 clusters Score -1761727 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1762179.500000 Penalty: 4818.723145
	Iteration 12Q: 3 clusters Score -1762180 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1762773.000000 Penalty: 4818.723145
	Iteration 13F: 3 clusters Score -1762773 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1763432.375000 Penalty: 4818.723145
	Iteration 14F: 3 clusters Score -1763432 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1764045.125000 Penalty: 4818.723145
	Iteration 15Q: 3 clusters Score -1764045 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1764521.875000 Penalty: 4818.723145
	Iteration 16Q: 3 clusters Score -1764522 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1764866.125000 Penalty: 4818.723145
	Iteration 17Q: 3 clusters Score -1764866 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1765097.500000 Penalty: 4818.723145
	Iteration 18Q: 3 clusters Score -1765098 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1765262.500000 Penalty: 4818.723145
	Iteration 19Q: 3 clusters Score -1765262 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1765383.875000 Penalty: 4818.723145
	Iteration 20F: 3 clusters Score -1765384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1765477.750000 Penalty: 4818.723145
	Iteration 21Q: 3 clusters Score -1765478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1765548.875000 Penalty: 4818.723145
	Iteration 22Q: 3 clusters Score -1765549 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1765576.625000 Penalty: 4818.723145
	Iteration 23Q: 3 clusters Score -1765577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1765605.250000 Penalty: 4818.723145
	Iteration 24Q: 3 clusters Score -1765605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1765631.875000 Penalty: 4818.723145
	Iteration 25Q: 3 clusters Score -1765632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1765650.500000 Penalty: 4818.723145
	Iteration 26Q: 3 clusters Score -1765650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1765666.500000 Penalty: 4818.723145
	Iteration 27Q: 3 clusters Score -1765666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -1765672.375000 Penalty: 4818.723145
	Iteration 28Q: 3 clusters Score -1765672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1765676.375000 Penalty: 4818.723145
	Iteration 29Q: 3 clusters Score -1765676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -1765685.500000 Penalty: 4818.723145
	Iteration 30Q: 3 clusters Score -1765686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1765684.125000 Penalty: 4818.723145
	Iteration 31Q: 3 clusters Score -1765684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1765683.625000 Penalty: 4818.723145
	Iteration 32Q: 3 clusters Score -1765684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1765686.875000 Penalty: 4818.723145
	Iteration 33Q: 3 clusters Score -1765687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1765688.000000 Penalty: 4818.723145
	Iteration 34Q: 3 clusters Score -1765688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1765691.750000 Penalty: 4818.723145
	Iteration 35Q: 3 clusters Score -1765692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1765689.375000 Penalty: 4818.723145
	Iteration 36Q: 3 clusters Score -1765689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1765689.375000 Penalty: 4818.723145
	Iteration 37F: 3 clusters Score -1765689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Entering Unmasked Estep 
Score: -2342095.750000 Penalty: 2478.424805
	Iteration 0F: 2 clusters Score -2342096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2326636.000000 Penalty: 4956.849609
	Iteration 0F: 3 clusters Score -2326636 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2331768.500000 Penalty: 4956.849609
	Iteration 1F: 3 clusters Score -2331768 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2332116.250000 Penalty: 4956.849609
	Iteration 2Q: 3 clusters Score -2332116 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2332411.500000 Penalty: 4956.849609
	Iteration 3Q: 3 clusters Score -2332412 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2332722.750000 Penalty: 4956.849609
	Iteration 4Q: 3 clusters Score -2332723 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2333067.250000 Penalty: 4956.849609
	Iteration 5Q: 3 clusters Score -2333067 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2333559.250000 Penalty: 4956.849609
	Iteration 6Q: 3 clusters Score -2333559 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2334241.000000 Penalty: 4956.849609
	Iteration 7F: 3 clusters Score -2334241 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2335214.750000 Penalty: 4956.849609
	Iteration 8F: 3 clusters Score -2335215 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2336473.250000 Penalty: 4956.849609
	Iteration 9F: 3 clusters Score -2336473 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2337729.500000 Penalty: 4956.849609
	Iteration 10F: 3 clusters Score -2337730 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2338704.500000 Penalty: 4956.849609
	Iteration 11Q: 3 clusters Score -2338704 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2339224.250000 Penalty: 4956.849609
	Iteration 12Q: 3 clusters Score -2339224 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2339534.000000 Penalty: 4956.849609
	Iteration 13Q: 3 clusters Score -2339534 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2339715.250000 Penalty: 4956.849609
	Iteration 14Q: 3 clusters Score -2339715 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2339819.250000 Penalty: 4956.849609
	Iteration 15Q: 3 clusters Score -2339819 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2339892.750000 Penalty: 4956.849609
	Iteration 16Q: 3 clusters Score -2339893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2339927.750000 Penalty: 4956.849609
	Iteration 17Q: 3 clusters Score -2339928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2339956.500000 Penalty: 4956.849609
	Iteration 18Q: 3 clusters Score -2339956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2339986.500000 Penalty: 4956.849609
	Iteration 19Q: 3 clusters Score -2339986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2340006.750000 Penalty: 4956.849609
	Iteration 20F: 3 clusters Score -2340007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2340017.750000 Penalty: 4956.849609
	Iteration 21Q: 3 clusters Score -2340018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2340030.250000 Penalty: 4956.849609
	Iteration 22Q: 3 clusters Score -2340030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2340031.250000 Penalty: 4956.849609
	Iteration 23Q: 3 clusters Score -2340031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2340037.750000 Penalty: 4956.849609
	Iteration 24Q: 3 clusters Score -2340038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2340045.750000 Penalty: 4956.849609
	Iteration 25Q: 3 clusters Score -2340046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2340045.500000 Penalty: 4956.849609
	Iteration 26Q: 3 clusters Score -2340046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2340050.250000 Penalty: 4956.849609
	Iteration 27Q: 3 clusters Score -2340050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2340049.500000 Penalty: 4956.849609
	Iteration 28Q: 3 clusters Score -2340050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2340051.500000 Penalty: 4956.849609
	Iteration 29Q: 3 clusters Score -2340052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2340051.750000 Penalty: 4956.849609
	Iteration 30Q: 3 clusters Score -2340052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2340051.750000 Penalty: 4956.849609
	Iteration 31F: 3 clusters Score -2340052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Entering Unmasked Estep 
Score: -2530662.250000 Penalty: 2499.267822
	Iteration 0F: 2 clusters Score -2530662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2514003.250000 Penalty: 4998.535645
	Iteration 0F: 3 clusters Score -2514003 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2519873.250000 Penalty: 4998.535645
	Iteration 1F: 3 clusters Score -2519873 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2520311.500000 Penalty: 4998.535645
	Iteration 2F: 3 clusters Score -2520312 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2520692.250000 Penalty: 4998.535645
	Iteration 3Q: 3 clusters Score -2520692 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2521080.500000 Penalty: 4998.535645
	Iteration 4Q: 3 clusters Score -2521080 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2521470.250000 Penalty: 4998.535645
	Iteration 5Q: 3 clusters Score -2521470 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2521852.500000 Penalty: 4998.535645
	Iteration 6Q: 3 clusters Score -2521852 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2522292.000000 Penalty: 4998.535645
	Iteration 7Q: 3 clusters Score -2522292 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2522787.500000 Penalty: 4998.535645
	Iteration 8Q: 3 clusters Score -2522788 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2523391.000000 Penalty: 4998.535645
	Iteration 9Q: 3 clusters Score -2523391 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2524084.500000 Penalty: 4998.535645
	Iteration 10Q: 3 clusters Score -2524084 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2524893.500000 Penalty: 4998.535645
	Iteration 11F: 3 clusters Score -2524894 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2525631.250000 Penalty: 4998.535645
	Iteration 12F: 3 clusters Score -2525631 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2526138.250000 Penalty: 4998.535645
	Iteration 13Q: 3 clusters Score -2526138 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2526454.250000 Penalty: 4998.535645
	Iteration 14Q: 3 clusters Score -2526454 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2526646.750000 Penalty: 4998.535645
	Iteration 15Q: 3 clusters Score -2526647 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2526777.750000 Penalty: 4998.535645
	Iteration 16Q: 3 clusters Score -2526778 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2526860.000000 Penalty: 4998.535645
	Iteration 17Q: 3 clusters Score -2526860 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2526946.250000 Penalty: 4998.535645
	Iteration 18Q: 3 clusters Score -2526946 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2527024.750000 Penalty: 4998.535645
	Iteration 19Q: 3 clusters Score -2527025 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2527100.500000 Penalty: 4998.535645
	Iteration 20F: 3 clusters Score -2527100 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2527178.000000 Penalty: 4998.535645
	Iteration 21Q: 3 clusters Score -2527178 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2527225.250000 Penalty: 4998.535645
	Iteration 22Q: 3 clusters Score -2527225 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2527272.500000 Penalty: 4998.535645
	Iteration 23Q: 3 clusters Score -2527272 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2527308.500000 Penalty: 4998.535645
	Iteration 24Q: 3 clusters Score -2527308 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2527355.250000 Penalty: 4998.535645
	Iteration 25Q: 3 clusters Score -2527355 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2527388.750000 Penalty: 4998.535645
	Iteration 26Q: 3 clusters Score -2527389 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2527414.000000 Penalty: 4998.535645
	Iteration 27Q: 3 clusters Score -2527414 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2527462.250000 Penalty: 4998.535645
	Iteration 28Q: 3 clusters Score -2527462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2527506.000000 Penalty: 4998.535645
	Iteration 29Q: 3 clusters Score -2527506 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2527540.750000 Penalty: 4998.535645
	Iteration 30Q: 3 clusters Score -2527541 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2527564.750000 Penalty: 4998.535645
	Iteration 31Q: 3 clusters Score -2527565 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2527597.250000 Penalty: 4998.535645
	Iteration 32Q: 3 clusters Score -2527597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2527622.500000 Penalty: 4998.535645
	Iteration 33Q: 3 clusters Score -2527622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2527653.250000 Penalty: 4998.535645
	Iteration 34Q: 3 clusters Score -2527653 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2527685.250000 Penalty: 4998.535645
	Iteration 35Q: 3 clusters Score -2527685 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2527707.250000 Penalty: 4998.535645
	Iteration 36Q: 3 clusters Score -2527707 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2527728.500000 Penalty: 4998.535645
	Iteration 37Q: 3 clusters Score -2527728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2527745.000000 Penalty: 4998.535645
	Iteration 38Q: 3 clusters Score -2527745 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2527765.000000 Penalty: 4998.535645
	Iteration 39Q: 3 clusters Score -2527765 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2527776.500000 Penalty: 4998.535645
	Iteration 40F: 3 clusters Score -2527776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2527798.000000 Penalty: 4998.535645
	Iteration 41Q: 3 clusters Score -2527798 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2527818.500000 Penalty: 4998.535645
	Iteration 42Q: 3 clusters Score -2527818 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2527850.750000 Penalty: 4998.535645
	Iteration 43Q: 3 clusters Score -2527851 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2527872.750000 Penalty: 4998.535645
	Iteration 44Q: 3 clusters Score -2527873 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2527897.750000 Penalty: 4998.535645
	Iteration 45Q: 3 clusters Score -2527898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2527912.500000 Penalty: 4998.535645
	Iteration 46Q: 3 clusters Score -2527912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2527933.750000 Penalty: 4998.535645
	Iteration 47Q: 3 clusters Score -2527934 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2527958.250000 Penalty: 4998.535645
	Iteration 48Q: 3 clusters Score -2527958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2527974.500000 Penalty: 4998.535645
	Iteration 49Q: 3 clusters Score -2527974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2528006.250000 Penalty: 4998.535645
	Iteration 50Q: 3 clusters Score -2528006 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2528044.750000 Penalty: 4998.535645
	Iteration 51Q: 3 clusters Score -2528045 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2528052.250000 Penalty: 4998.535645
	Iteration 52Q: 3 clusters Score -2528052 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2528079.750000 Penalty: 4998.535645
	Iteration 53Q: 3 clusters Score -2528080 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2528102.500000 Penalty: 4998.535645
	Iteration 54Q: 3 clusters Score -2528102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2528124.000000 Penalty: 4998.535645
	Iteration 55Q: 3 clusters Score -2528124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2528142.750000 Penalty: 4998.535645
	Iteration 56Q: 3 clusters Score -2528143 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2528166.000000 Penalty: 4998.535645
	Iteration 57Q: 3 clusters Score -2528166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2528190.250000 Penalty: 4998.535645
	Iteration 58Q: 3 clusters Score -2528190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2528223.500000 Penalty: 4998.535645
	Iteration 59Q: 3 clusters Score -2528224 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2528251.000000 Penalty: 4998.535645
	Iteration 60F: 3 clusters Score -2528251 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2528288.500000 Penalty: 4998.535645
	Iteration 61Q: 3 clusters Score -2528288 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2528334.750000 Penalty: 4998.535645
	Iteration 62Q: 3 clusters Score -2528335 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2528367.750000 Penalty: 4998.535645
	Iteration 63Q: 3 clusters Score -2528368 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2528414.000000 Penalty: 4998.535645
	Iteration 64Q: 3 clusters Score -2528414 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2528453.250000 Penalty: 4998.535645
	Iteration 65Q: 3 clusters Score -2528453 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2528483.500000 Penalty: 4998.535645
	Iteration 66Q: 3 clusters Score -2528484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2528511.500000 Penalty: 4998.535645
	Iteration 67Q: 3 clusters Score -2528512 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2528547.750000 Penalty: 4998.535645
	Iteration 68Q: 3 clusters Score -2528548 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2528592.750000 Penalty: 4998.535645
	Iteration 69Q: 3 clusters Score -2528593 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2528618.250000 Penalty: 4998.535645
	Iteration 70Q: 3 clusters Score -2528618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2528643.500000 Penalty: 4998.535645
	Iteration 71Q: 3 clusters Score -2528644 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2528669.750000 Penalty: 4998.535645
	Iteration 72Q: 3 clusters Score -2528670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2528700.250000 Penalty: 4998.535645
	Iteration 73Q: 3 clusters Score -2528700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2528709.750000 Penalty: 4998.535645
	Iteration 74Q: 3 clusters Score -2528710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2528729.500000 Penalty: 4998.535645
	Iteration 75Q: 3 clusters Score -2528730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2528758.750000 Penalty: 4998.535645
	Iteration 76Q: 3 clusters Score -2528759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2528777.750000 Penalty: 4998.535645
	Iteration 77Q: 3 clusters Score -2528778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2528790.500000 Penalty: 4998.535645
	Iteration 78Q: 3 clusters Score -2528790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2528808.500000 Penalty: 4998.535645
	Iteration 79Q: 3 clusters Score -2528808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2528822.500000 Penalty: 4998.535645
	Iteration 80F: 3 clusters Score -2528822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2528831.750000 Penalty: 4998.535645
	Iteration 81Q: 3 clusters Score -2528832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2528835.750000 Penalty: 4998.535645
	Iteration 82Q: 3 clusters Score -2528836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2528843.250000 Penalty: 4998.535645
	Iteration 83Q: 3 clusters Score -2528843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2528848.250000 Penalty: 4998.535645
	Iteration 84Q: 3 clusters Score -2528848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2528850.500000 Penalty: 4998.535645
	Iteration 85Q: 3 clusters Score -2528850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2528852.500000 Penalty: 4998.535645
	Iteration 86Q: 3 clusters Score -2528852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2528859.000000 Penalty: 4998.535645
	Iteration 87Q: 3 clusters Score -2528859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2528866.000000 Penalty: 4998.535645
	Iteration 88Q: 3 clusters Score -2528866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2528875.250000 Penalty: 4998.535645
	Iteration 89Q: 3 clusters Score -2528875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2528882.500000 Penalty: 4998.535645
	Iteration 90Q: 3 clusters Score -2528882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2528886.000000 Penalty: 4998.535645
	Iteration 91Q: 3 clusters Score -2528886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2528895.750000 Penalty: 4998.535645
	Iteration 92Q: 3 clusters Score -2528896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2528905.250000 Penalty: 4998.535645
	Iteration 93Q: 3 clusters Score -2528905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2528904.750000 Penalty: 4998.535645
	Iteration 94Q: 3 clusters Score -2528905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2528912.250000 Penalty: 4998.535645
	Iteration 95Q: 3 clusters Score -2528912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2528915.250000 Penalty: 4998.535645
	Iteration 96Q: 3 clusters Score -2528915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2528922.000000 Penalty: 4998.535645
	Iteration 97Q: 3 clusters Score -2528922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2528923.250000 Penalty: 4998.535645
	Iteration 98Q: 3 clusters Score -2528923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2528928.500000 Penalty: 4998.535645
	Iteration 99Q: 3 clusters Score -2528928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2528936.750000 Penalty: 4998.535645
	Iteration 100F: 3 clusters Score -2528937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2528934.750000 Penalty: 4998.535645
	Iteration 101Q: 3 clusters Score -2528935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2528936.000000 Penalty: 4998.535645
	Iteration 102Q: 3 clusters Score -2528936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2528936.250000 Penalty: 4998.535645
	Iteration 103Q: 3 clusters Score -2528936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2528934.000000 Penalty: 4998.535645
	Iteration 104Q: 3 clusters Score -2528934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2528939.500000 Penalty: 4998.535645
	Iteration 105Q: 3 clusters Score -2528940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2528936.750000 Penalty: 4998.535645
	Iteration 106Q: 3 clusters Score -2528937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2528935.250000 Penalty: 4998.535645
	Iteration 107Q: 3 clusters Score -2528935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2528935.500000 Penalty: 4998.535645
	Iteration 108Q: 3 clusters Score -2528936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2528942.250000 Penalty: 4998.535645
	Iteration 109Q: 3 clusters Score -2528942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2528939.750000 Penalty: 4998.535645
	Iteration 110Q: 3 clusters Score -2528940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2528948.500000 Penalty: 4998.535645
	Iteration 111Q: 3 clusters Score -2528948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2528950.750000 Penalty: 4998.535645
	Iteration 112Q: 3 clusters Score -2528951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2528950.000000 Penalty: 4998.535645
	Iteration 113Q: 3 clusters Score -2528950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2528957.250000 Penalty: 4998.535645
	Iteration 114Q: 3 clusters Score -2528957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2528958.250000 Penalty: 4998.535645
	Iteration 115Q: 3 clusters Score -2528958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2528957.250000 Penalty: 4998.535645
	Iteration 116Q: 3 clusters Score -2528957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2528956.000000 Penalty: 4998.535645
	Iteration 117Q: 3 clusters Score -2528956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2528961.000000 Penalty: 4998.535645
	Iteration 118Q: 3 clusters Score -2528961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2528962.500000 Penalty: 4998.535645
	Iteration 119Q: 3 clusters Score -2528962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2528963.250000 Penalty: 4998.535645
	Iteration 120F: 3 clusters Score -2528963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2528964.500000 Penalty: 4998.535645
	Iteration 121Q: 3 clusters Score -2528964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2528965.750000 Penalty: 4998.535645
	Iteration 122Q: 3 clusters Score -2528966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2528968.000000 Penalty: 4998.535645
	Iteration 123Q: 3 clusters Score -2528968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2528972.500000 Penalty: 4998.535645
	Iteration 124Q: 3 clusters Score -2528972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2528977.750000 Penalty: 4998.535645
	Iteration 125Q: 3 clusters Score -2528978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2528976.500000 Penalty: 4998.535645
	Iteration 126Q: 3 clusters Score -2528976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2528978.750000 Penalty: 4998.535645
	Iteration 127Q: 3 clusters Score -2528979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2528980.750000 Penalty: 4998.535645
	Iteration 128Q: 3 clusters Score -2528981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2528984.250000 Penalty: 4998.535645
	Iteration 129Q: 3 clusters Score -2528984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2528986.500000 Penalty: 4998.535645
	Iteration 130Q: 3 clusters Score -2528986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2528985.000000 Penalty: 4998.535645
	Iteration 131Q: 3 clusters Score -2528985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2528985.500000 Penalty: 4998.535645
	Iteration 132Q: 3 clusters Score -2528986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2528994.750000 Penalty: 4998.535645
	Iteration 133Q: 3 clusters Score -2528995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2528988.000000 Penalty: 4998.535645
	Iteration 134Q: 3 clusters Score -2528988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2528990.750000 Penalty: 4998.535645
	Iteration 135Q: 3 clusters Score -2528991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2528997.250000 Penalty: 4998.535645
	Iteration 136Q: 3 clusters Score -2528997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2528997.750000 Penalty: 4998.535645
	Iteration 137Q: 3 clusters Score -2528998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2528996.500000 Penalty: 4998.535645
	Iteration 138Q: 3 clusters Score -2528996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2528999.500000 Penalty: 4998.535645
	Iteration 139Q: 3 clusters Score -2529000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2529002.500000 Penalty: 4998.535645
	Iteration 140F: 3 clusters Score -2529002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2529004.250000 Penalty: 4998.535645
	Iteration 141Q: 3 clusters Score -2529004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2529003.250000 Penalty: 4998.535645
	Iteration 142Q: 3 clusters Score -2529003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2529009.250000 Penalty: 4998.535645
	Iteration 143Q: 3 clusters Score -2529009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2529007.000000 Penalty: 4998.535645
	Iteration 144Q: 3 clusters Score -2529007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2529004.000000 Penalty: 4998.535645
	Iteration 145Q: 3 clusters Score -2529004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2529004.000000 Penalty: 4998.535645
	Iteration 146F: 3 clusters Score -2529004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Entering Unmasked Estep 
Score: -2842452.500000 Penalty: 2526.901123
	Iteration 0F: 2 clusters Score -2842452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2824002.000000 Penalty: 5053.802246
	Iteration 0F: 3 clusters Score -2824002 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2830491.500000 Penalty: 5053.802246
	Iteration 1F: 3 clusters Score -2830492 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2830922.500000 Penalty: 5053.802246
	Iteration 2F: 3 clusters Score -2830922 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2831265.750000 Penalty: 5053.802246
	Iteration 3Q: 3 clusters Score -2831266 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2831545.750000 Penalty: 5053.802246
	Iteration 4Q: 3 clusters Score -2831546 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2831810.500000 Penalty: 5053.802246
	Iteration 5Q: 3 clusters Score -2831810 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2832162.500000 Penalty: 5053.802246
	Iteration 6Q: 3 clusters Score -2832162 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2832600.750000 Penalty: 5053.802246
	Iteration 7Q: 3 clusters Score -2832601 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2833184.250000 Penalty: 5053.802246
	Iteration 8Q: 3 clusters Score -2833184 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2834069.000000 Penalty: 5053.802246
	Iteration 9F: 3 clusters Score -2834069 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2835326.000000 Penalty: 5053.802246
	Iteration 10F: 3 clusters Score -2835326 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2836811.500000 Penalty: 5053.802246
	Iteration 11F: 3 clusters Score -2836812 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2838143.250000 Penalty: 5053.802246
	Iteration 12F: 3 clusters Score -2838143 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2839005.000000 Penalty: 5053.802246
	Iteration 13Q: 3 clusters Score -2839005 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2839529.000000 Penalty: 5053.802246
	Iteration 14Q: 3 clusters Score -2839529 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2839795.750000 Penalty: 5053.802246
	Iteration 15Q: 3 clusters Score -2839796 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2839933.500000 Penalty: 5053.802246
	Iteration 16Q: 3 clusters Score -2839934 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -2840036.750000 Penalty: 5053.802246
	Iteration 17Q: 3 clusters Score -2840037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -2840126.250000 Penalty: 5053.802246
	Iteration 18Q: 3 clusters Score -2840126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -2840181.250000 Penalty: 5053.802246
	Iteration 19Q: 3 clusters Score -2840181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -2840229.000000 Penalty: 5053.802246
	Iteration 20F: 3 clusters Score -2840229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -2840258.500000 Penalty: 5053.802246
	Iteration 21Q: 3 clusters Score -2840258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -2840286.250000 Penalty: 5053.802246
	Iteration 22Q: 3 clusters Score -2840286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -2840295.000000 Penalty: 5053.802246
	Iteration 23Q: 3 clusters Score -2840295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2840305.500000 Penalty: 5053.802246
	Iteration 24Q: 3 clusters Score -2840306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -2840320.250000 Penalty: 5053.802246
	Iteration 25Q: 3 clusters Score -2840320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -2840326.250000 Penalty: 5053.802246
	Iteration 26Q: 3 clusters Score -2840326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -2840333.750000 Penalty: 5053.802246
	Iteration 27Q: 3 clusters Score -2840334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -2840339.750000 Penalty: 5053.802246
	Iteration 28Q: 3 clusters Score -2840340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -2840344.500000 Penalty: 5053.802246
	Iteration 29Q: 3 clusters Score -2840344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -2840348.250000 Penalty: 5053.802246
	Iteration 30Q: 3 clusters Score -2840348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -2840353.750000 Penalty: 5053.802246
	Iteration 31Q: 3 clusters Score -2840354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2840362.000000 Penalty: 5053.802246
	Iteration 32Q: 3 clusters Score -2840362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -2840360.750000 Penalty: 5053.802246
	Iteration 33Q: 3 clusters Score -2840361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -2840358.750000 Penalty: 5053.802246
	Iteration 34Q: 3 clusters Score -2840359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -2840361.500000 Penalty: 5053.802246
	Iteration 35Q: 3 clusters Score -2840362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -2840363.000000 Penalty: 5053.802246
	Iteration 36Q: 3 clusters Score -2840363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2840364.500000 Penalty: 5053.802246
	Iteration 37Q: 3 clusters Score -2840364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -2840364.500000 Penalty: 5053.802246
	Iteration 38F: 3 clusters Score -2840364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Entering Unmasked Estep 
Score: -2308679.000000 Penalty: 2475.438232
	Iteration 0F: 2 clusters Score -2308679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2293529.000000 Penalty: 4950.876465
	Iteration 0F: 3 clusters Score -2293529 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2298607.000000 Penalty: 4950.876465
	Iteration 1F: 3 clusters Score -2298607 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2298983.750000 Penalty: 4950.876465
	Iteration 2F: 3 clusters Score -2298984 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2299245.750000 Penalty: 4950.876465
	Iteration 3Q: 3 clusters Score -2299246 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2299473.500000 Penalty: 4950.876465
	Iteration 4Q: 3 clusters Score -2299474 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2299655.500000 Penalty: 4950.876465
	Iteration 5Q: 3 clusters Score -2299656 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2299848.000000 Penalty: 4950.876465
	Iteration 6Q: 3 clusters Score -2299848 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2300057.750000 Penalty: 4950.876465
	Iteration 7Q: 3 clusters Score -2300058 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2300315.000000 Penalty: 4950.876465
	Iteration 8Q: 3 clusters Score -2300315 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2300674.500000 Penalty: 4950.876465
	Iteration 9Q: 3 clusters Score -2300674 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2301173.750000 Penalty: 4950.876465
	Iteration 10Q: 3 clusters Score -2301174 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2301827.750000 Penalty: 4950.876465
	Iteration 11Q: 3 clusters Score -2301828 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2302600.000000 Penalty: 4950.876465
	Iteration 12Q: 3 clusters Score -2302600 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2303453.750000 Penalty: 4950.876465
	Iteration 13F: 3 clusters Score -2303454 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2304168.000000 Penalty: 4950.876465
	Iteration 14Q: 3 clusters Score -2304168 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2304587.500000 Penalty: 4950.876465
	Iteration 15Q: 3 clusters Score -2304588 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2304831.500000 Penalty: 4950.876465
	Iteration 16Q: 3 clusters Score -2304832 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2304980.000000 Penalty: 4950.876465
	Iteration 17Q: 3 clusters Score -2304980 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2305081.250000 Penalty: 4950.876465
	Iteration 18Q: 3 clusters Score -2305081 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2305178.750000 Penalty: 4950.876465
	Iteration 19Q: 3 clusters Score -2305179 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2305278.000000 Penalty: 4950.876465
	Iteration 20F: 3 clusters Score -2305278 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2305347.250000 Penalty: 4950.876465
	Iteration 21Q: 3 clusters Score -2305347 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2305401.750000 Penalty: 4950.876465
	Iteration 22Q: 3 clusters Score -2305402 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2305460.250000 Penalty: 4950.876465
	Iteration 23Q: 3 clusters Score -2305460 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2305541.250000 Penalty: 4950.876465
	Iteration 24Q: 3 clusters Score -2305541 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2305614.750000 Penalty: 4950.876465
	Iteration 25Q: 3 clusters Score -2305615 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2305663.250000 Penalty: 4950.876465
	Iteration 26Q: 3 clusters Score -2305663 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2305727.750000 Penalty: 4950.876465
	Iteration 27Q: 3 clusters Score -2305728 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2305773.750000 Penalty: 4950.876465
	Iteration 28Q: 3 clusters Score -2305774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2305809.250000 Penalty: 4950.876465
	Iteration 29Q: 3 clusters Score -2305809 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2305851.500000 Penalty: 4950.876465
	Iteration 30Q: 3 clusters Score -2305852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2305890.000000 Penalty: 4950.876465
	Iteration 31Q: 3 clusters Score -2305890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2305934.500000 Penalty: 4950.876465
	Iteration 32Q: 3 clusters Score -2305934 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2305959.750000 Penalty: 4950.876465
	Iteration 33Q: 3 clusters Score -2305960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2305992.250000 Penalty: 4950.876465
	Iteration 34Q: 3 clusters Score -2305992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2306012.000000 Penalty: 4950.876465
	Iteration 35Q: 3 clusters Score -2306012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2306030.500000 Penalty: 4950.876465
	Iteration 36Q: 3 clusters Score -2306030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2306048.250000 Penalty: 4950.876465
	Iteration 37Q: 3 clusters Score -2306048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2306057.750000 Penalty: 4950.876465
	Iteration 38Q: 3 clusters Score -2306058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2306069.500000 Penalty: 4950.876465
	Iteration 39Q: 3 clusters Score -2306070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2306078.750000 Penalty: 4950.876465
	Iteration 40F: 3 clusters Score -2306079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2306079.250000 Penalty: 4950.876465
	Iteration 41Q: 3 clusters Score -2306079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2306087.250000 Penalty: 4950.876465
	Iteration 42Q: 3 clusters Score -2306087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2306086.250000 Penalty: 4950.876465
	Iteration 43Q: 3 clusters Score -2306086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2306087.750000 Penalty: 4950.876465
	Iteration 44Q: 3 clusters Score -2306088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2306092.250000 Penalty: 4950.876465
	Iteration 45Q: 3 clusters Score -2306092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2306093.750000 Penalty: 4950.876465
	Iteration 46Q: 3 clusters Score -2306094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -2306101.000000 Penalty: 4950.876465
	Iteration 47Q: 3 clusters Score -2306101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2306110.250000 Penalty: 4950.876465
	Iteration 48Q: 3 clusters Score -2306110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2306112.500000 Penalty: 4950.876465
	Iteration 49Q: 3 clusters Score -2306112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2306118.250000 Penalty: 4950.876465
	Iteration 50Q: 3 clusters Score -2306118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2306120.500000 Penalty: 4950.876465
	Iteration 51Q: 3 clusters Score -2306120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2306123.500000 Penalty: 4950.876465
	Iteration 52Q: 3 clusters Score -2306124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2306129.250000 Penalty: 4950.876465
	Iteration 53Q: 3 clusters Score -2306129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2306131.500000 Penalty: 4950.876465
	Iteration 54Q: 3 clusters Score -2306132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2306132.500000 Penalty: 4950.876465
	Iteration 55Q: 3 clusters Score -2306132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2306135.500000 Penalty: 4950.876465
	Iteration 56Q: 3 clusters Score -2306136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2306142.000000 Penalty: 4950.876465
	Iteration 57Q: 3 clusters Score -2306142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2306140.750000 Penalty: 4950.876465
	Iteration 58Q: 3 clusters Score -2306141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2306137.250000 Penalty: 4950.876465
	Iteration 59Q: 3 clusters Score -2306137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2306136.250000 Penalty: 4950.876465
	Iteration 60F: 3 clusters Score -2306136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2306138.250000 Penalty: 4950.876465
	Iteration 61Q: 3 clusters Score -2306138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2306147.250000 Penalty: 4950.876465
	Iteration 62Q: 3 clusters Score -2306147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2306150.500000 Penalty: 4950.876465
	Iteration 63Q: 3 clusters Score -2306150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2306152.250000 Penalty: 4950.876465
	Iteration 64Q: 3 clusters Score -2306152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2306158.750000 Penalty: 4950.876465
	Iteration 65Q: 3 clusters Score -2306159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2306162.000000 Penalty: 4950.876465
	Iteration 66Q: 3 clusters Score -2306162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2306164.500000 Penalty: 4950.876465
	Iteration 67Q: 3 clusters Score -2306164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2306176.000000 Penalty: 4950.876465
	Iteration 68Q: 3 clusters Score -2306176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2306181.250000 Penalty: 4950.876465
	Iteration 69Q: 3 clusters Score -2306181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2306185.000000 Penalty: 4950.876465
	Iteration 70Q: 3 clusters Score -2306185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2306187.500000 Penalty: 4950.876465
	Iteration 71Q: 3 clusters Score -2306188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2306192.250000 Penalty: 4950.876465
	Iteration 72Q: 3 clusters Score -2306192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2306190.250000 Penalty: 4950.876465
	Iteration 73Q: 3 clusters Score -2306190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2306193.750000 Penalty: 4950.876465
	Iteration 74Q: 3 clusters Score -2306194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2306198.000000 Penalty: 4950.876465
	Iteration 75Q: 3 clusters Score -2306198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2306203.750000 Penalty: 4950.876465
	Iteration 76Q: 3 clusters Score -2306204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2306204.500000 Penalty: 4950.876465
	Iteration 77Q: 3 clusters Score -2306204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2306207.500000 Penalty: 4950.876465
	Iteration 78Q: 3 clusters Score -2306208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2306214.000000 Penalty: 4950.876465
	Iteration 79Q: 3 clusters Score -2306214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2306223.250000 Penalty: 4950.876465
	Iteration 80F: 3 clusters Score -2306223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2306228.250000 Penalty: 4950.876465
	Iteration 81Q: 3 clusters Score -2306228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2306231.000000 Penalty: 4950.876465
	Iteration 82Q: 3 clusters Score -2306231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2306241.500000 Penalty: 4950.876465
	Iteration 83Q: 3 clusters Score -2306242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2306249.250000 Penalty: 4950.876465
	Iteration 84Q: 3 clusters Score -2306249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2306256.250000 Penalty: 4950.876465
	Iteration 85Q: 3 clusters Score -2306256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2306260.250000 Penalty: 4950.876465
	Iteration 86Q: 3 clusters Score -2306260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2306271.000000 Penalty: 4950.876465
	Iteration 87Q: 3 clusters Score -2306271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2306273.500000 Penalty: 4950.876465
	Iteration 88Q: 3 clusters Score -2306274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2306282.500000 Penalty: 4950.876465
	Iteration 89Q: 3 clusters Score -2306282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2306288.750000 Penalty: 4950.876465
	Iteration 90Q: 3 clusters Score -2306289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2306298.000000 Penalty: 4950.876465
	Iteration 91Q: 3 clusters Score -2306298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2306310.750000 Penalty: 4950.876465
	Iteration 92Q: 3 clusters Score -2306311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2306315.750000 Penalty: 4950.876465
	Iteration 93Q: 3 clusters Score -2306316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2306325.250000 Penalty: 4950.876465
	Iteration 94Q: 3 clusters Score -2306325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2306327.500000 Penalty: 4950.876465
	Iteration 95Q: 3 clusters Score -2306328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2306331.250000 Penalty: 4950.876465
	Iteration 96Q: 3 clusters Score -2306331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -2306339.500000 Penalty: 4950.876465
	Iteration 97Q: 3 clusters Score -2306340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2306338.250000 Penalty: 4950.876465
	Iteration 98Q: 3 clusters Score -2306338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2306346.000000 Penalty: 4950.876465
	Iteration 99Q: 3 clusters Score -2306346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2306354.000000 Penalty: 4950.876465
	Iteration 100F: 3 clusters Score -2306354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2306360.500000 Penalty: 4950.876465
	Iteration 101Q: 3 clusters Score -2306360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2306361.500000 Penalty: 4950.876465
	Iteration 102Q: 3 clusters Score -2306362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2306363.000000 Penalty: 4950.876465
	Iteration 103Q: 3 clusters Score -2306363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2306364.500000 Penalty: 4950.876465
	Iteration 104Q: 3 clusters Score -2306364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2306368.000000 Penalty: 4950.876465
	Iteration 105Q: 3 clusters Score -2306368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2306372.000000 Penalty: 4950.876465
	Iteration 106Q: 3 clusters Score -2306372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2306372.500000 Penalty: 4950.876465
	Iteration 107Q: 3 clusters Score -2306372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2306374.250000 Penalty: 4950.876465
	Iteration 108Q: 3 clusters Score -2306374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2306377.250000 Penalty: 4950.876465
	Iteration 109Q: 3 clusters Score -2306377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2306381.750000 Penalty: 4950.876465
	Iteration 110Q: 3 clusters Score -2306382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2306380.500000 Penalty: 4950.876465
	Iteration 111Q: 3 clusters Score -2306380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2306383.500000 Penalty: 4950.876465
	Iteration 112Q: 3 clusters Score -2306384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2306385.250000 Penalty: 4950.876465
	Iteration 113Q: 3 clusters Score -2306385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2306385.250000 Penalty: 4950.876465
	Iteration 114F: 3 clusters Score -2306385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (208962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208962 members 
Entering Unmasked Estep 
Score: -21874718.000000 Penalty: 3037.977051
	Iteration 0F: 2 clusters Score -2.187472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105268 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -21740420.000000 Penalty: 6075.954102
	Iteration 0F: 3 clusters Score -2.174042e+07 nChanged 100559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117691 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -21800216.000000 Penalty: 6075.954102
	Iteration 1F: 3 clusters Score -2.180022e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125469 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -21803352.000000 Penalty: 6075.954102
	Iteration 2Q: 3 clusters Score -2.180335e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -21809354.000000 Penalty: 6075.954102
	Iteration 3F: 3 clusters Score -2.180935e+07 nChanged 15668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152464 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -21820060.000000 Penalty: 6075.954102
	Iteration 4F: 3 clusters Score -2.182006e+07 nChanged 18813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171257 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -21836398.000000 Penalty: 6075.954102
	Iteration 5F: 3 clusters Score -2.18364e+07 nChanged 18069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189324 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -21854472.000000 Penalty: 6075.954102
	Iteration 6F: 3 clusters Score -2.185447e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201199 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -21866374.000000 Penalty: 6075.954102
	Iteration 7F: 3 clusters Score -2.186637e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206450 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21869984.000000 Penalty: 6075.954102
	Iteration 8Q: 3 clusters Score -2.186998e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208096 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -21871440.000000 Penalty: 6075.954102
	Iteration 9Q: 3 clusters Score -2.187144e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208533 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -21871826.000000 Penalty: 6075.954102
	Iteration 10Q: 3 clusters Score -2.187183e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208637 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21871978.000000 Penalty: 6075.954102
	Iteration 11Q: 3 clusters Score -2.187198e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208670 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21872038.000000 Penalty: 6075.954102
	Iteration 12Q: 3 clusters Score -2.187204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208679 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21872088.000000 Penalty: 6075.954102
	Iteration 13Q: 3 clusters Score -2.187209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208684 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21872102.000000 Penalty: 6075.954102
	Iteration 14Q: 3 clusters Score -2.18721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208690 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21872098.000000 Penalty: 6075.954102
	Iteration 15Q: 3 clusters Score -2.18721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21872124.000000 Penalty: 6075.954102
	Iteration 16Q: 3 clusters Score -2.187212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208704 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -21872132.000000 Penalty: 6075.954102
	Iteration 17Q: 3 clusters Score -2.187213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208707 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21872134.000000 Penalty: 6075.954102
	Iteration 18Q: 3 clusters Score -2.187213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208705 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21872150.000000 Penalty: 6075.954102
	Iteration 19Q: 3 clusters Score -2.187215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208703 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21872156.000000 Penalty: 6075.954102
	Iteration 20F: 3 clusters Score -2.187216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208703 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21872154.000000 Penalty: 6075.954102
	Iteration 21Q: 3 clusters Score -2.187215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208703 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21872154.000000 Penalty: 6075.954102
	Iteration 22F: 3 clusters Score -2.187215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Entering Unmasked Estep 
Score: -2980916.500000 Penalty: 2543.298340
	Iteration 0F: 2 clusters Score -2980916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2961234.500000 Penalty: 5086.596680
	Iteration 0F: 3 clusters Score -2961234 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2968152.250000 Penalty: 5086.596680
	Iteration 1F: 3 clusters Score -2968152 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2968572.250000 Penalty: 5086.596680
	Iteration 2Q: 3 clusters Score -2968572 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2968989.750000 Penalty: 5086.596680
	Iteration 3Q: 3 clusters Score -2968990 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2969410.250000 Penalty: 5086.596680
	Iteration 4Q: 3 clusters Score -2969410 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2969966.250000 Penalty: 5086.596680
	Iteration 5Q: 3 clusters Score -2969966 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2970751.500000 Penalty: 5086.596680
	Iteration 6F: 3 clusters Score -2970752 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2971917.250000 Penalty: 5086.596680
	Iteration 7F: 3 clusters Score -2971917 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2973328.750000 Penalty: 5086.596680
	Iteration 8F: 3 clusters Score -2973329 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2974800.500000 Penalty: 5086.596680
	Iteration 9F: 3 clusters Score -2974800 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2976007.500000 Penalty: 5086.596680
	Iteration 10F: 3 clusters Score -2976008 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2977022.500000 Penalty: 5086.596680
	Iteration 11Q: 3 clusters Score -2977022 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2977793.500000 Penalty: 5086.596680
	Iteration 12Q: 3 clusters Score -2977794 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2978186.250000 Penalty: 5086.596680
	Iteration 13Q: 3 clusters Score -2978186 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2978336.750000 Penalty: 5086.596680
	Iteration 14Q: 3 clusters Score -2978337 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2978390.500000 Penalty: 5086.596680
	Iteration 15Q: 3 clusters Score -2978390 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2978437.000000 Penalty: 5086.596680
	Iteration 16Q: 3 clusters Score -2978437 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2978453.250000 Penalty: 5086.596680
	Iteration 17Q: 3 clusters Score -2978453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2978473.000000 Penalty: 5086.596680
	Iteration 18Q: 3 clusters Score -2978473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2978489.750000 Penalty: 5086.596680
	Iteration 19Q: 3 clusters Score -2978490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2978499.250000 Penalty: 5086.596680
	Iteration 20F: 3 clusters Score -2978499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2978505.000000 Penalty: 5086.596680
	Iteration 21Q: 3 clusters Score -2978505 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2978505.000000 Penalty: 5086.596680
	Iteration 22Q: 3 clusters Score -2978505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2978511.000000 Penalty: 5086.596680
	Iteration 23Q: 3 clusters Score -2978511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2978530.000000 Penalty: 5086.596680
	Iteration 24Q: 3 clusters Score -2978530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2978533.750000 Penalty: 5086.596680
	Iteration 25Q: 3 clusters Score -2978534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2978546.250000 Penalty: 5086.596680
	Iteration 26Q: 3 clusters Score -2978546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2978545.250000 Penalty: 5086.596680
	Iteration 27Q: 3 clusters Score -2978545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2978549.250000 Penalty: 5086.596680
	Iteration 28Q: 3 clusters Score -2978549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2978556.250000 Penalty: 5086.596680
	Iteration 29Q: 3 clusters Score -2978556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2978565.500000 Penalty: 5086.596680
	Iteration 30Q: 3 clusters Score -2978566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2978564.000000 Penalty: 5086.596680
	Iteration 31Q: 3 clusters Score -2978564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2978569.250000 Penalty: 5086.596680
	Iteration 32Q: 3 clusters Score -2978569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2978571.750000 Penalty: 5086.596680
	Iteration 33Q: 3 clusters Score -2978572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2978583.500000 Penalty: 5086.596680
	Iteration 34Q: 3 clusters Score -2978584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2978578.750000 Penalty: 5086.596680
	Iteration 35Q: 3 clusters Score -2978579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2978587.750000 Penalty: 5086.596680
	Iteration 36Q: 3 clusters Score -2978588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2978590.250000 Penalty: 5086.596680
	Iteration 37Q: 3 clusters Score -2978590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2978597.750000 Penalty: 5086.596680
	Iteration 38Q: 3 clusters Score -2978598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2978606.000000 Penalty: 5086.596680
	Iteration 39Q: 3 clusters Score -2978606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2978612.750000 Penalty: 5086.596680
	Iteration 40F: 3 clusters Score -2978613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2978610.750000 Penalty: 5086.596680
	Iteration 41Q: 3 clusters Score -2978611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2978613.500000 Penalty: 5086.596680
	Iteration 42Q: 3 clusters Score -2978614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2978622.250000 Penalty: 5086.596680
	Iteration 43Q: 3 clusters Score -2978622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2978627.000000 Penalty: 5086.596680
	Iteration 44Q: 3 clusters Score -2978627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2978636.000000 Penalty: 5086.596680
	Iteration 45Q: 3 clusters Score -2978636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2978641.250000 Penalty: 5086.596680
	Iteration 46Q: 3 clusters Score -2978641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2978642.250000 Penalty: 5086.596680
	Iteration 47Q: 3 clusters Score -2978642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2978655.250000 Penalty: 5086.596680
	Iteration 48Q: 3 clusters Score -2978655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2978660.250000 Penalty: 5086.596680
	Iteration 49Q: 3 clusters Score -2978660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2978658.750000 Penalty: 5086.596680
	Iteration 50Q: 3 clusters Score -2978659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2978665.500000 Penalty: 5086.596680
	Iteration 51Q: 3 clusters Score -2978666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2978668.500000 Penalty: 5086.596680
	Iteration 52Q: 3 clusters Score -2978668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2978677.750000 Penalty: 5086.596680
	Iteration 53Q: 3 clusters Score -2978678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2978678.000000 Penalty: 5086.596680
	Iteration 54Q: 3 clusters Score -2978678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2978677.750000 Penalty: 5086.596680
	Iteration 55Q: 3 clusters Score -2978678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2978681.750000 Penalty: 5086.596680
	Iteration 56Q: 3 clusters Score -2978682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2978682.250000 Penalty: 5086.596680
	Iteration 57Q: 3 clusters Score -2978682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2978681.250000 Penalty: 5086.596680
	Iteration 58Q: 3 clusters Score -2978681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2978685.500000 Penalty: 5086.596680
	Iteration 59Q: 3 clusters Score -2978686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2978688.750000 Penalty: 5086.596680
	Iteration 60F: 3 clusters Score -2978689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2978685.750000 Penalty: 5086.596680
	Iteration 61Q: 3 clusters Score -2978686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2978685.000000 Penalty: 5086.596680
	Iteration 62Q: 3 clusters Score -2978685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2978684.750000 Penalty: 5086.596680
	Iteration 63Q: 3 clusters Score -2978685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2978687.000000 Penalty: 5086.596680
	Iteration 64Q: 3 clusters Score -2978687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2978689.250000 Penalty: 5086.596680
	Iteration 65Q: 3 clusters Score -2978689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2978687.500000 Penalty: 5086.596680
	Iteration 66Q: 3 clusters Score -2978688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2978684.750000 Penalty: 5086.596680
	Iteration 67Q: 3 clusters Score -2978685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2978687.250000 Penalty: 5086.596680
	Iteration 68Q: 3 clusters Score -2978687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2978679.250000 Penalty: 5086.596680
	Iteration 69Q: 3 clusters Score -2978679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2978679.000000 Penalty: 5086.596680
	Iteration 70Q: 3 clusters Score -2978679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2978679.000000 Penalty: 5086.596680
	Iteration 71Q: 3 clusters Score -2978679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2978680.500000 Penalty: 5086.596680
	Iteration 72Q: 3 clusters Score -2978680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2978680.500000 Penalty: 5086.596680
	Iteration 73F: 3 clusters Score -2978680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -520072.968750 Penalty: 2122.419678
	Iteration 0F: 2 clusters Score -520073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -515458.906250 Penalty: 4244.839355
	Iteration 0F: 3 clusters Score -515458.9 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -516861.968750 Penalty: 4244.839355
	Iteration 1F: 3 clusters Score -516862 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -517386.375000 Penalty: 4244.839355
	Iteration 2F: 3 clusters Score -517386.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -517775.093750 Penalty: 4244.839355
	Iteration 3F: 3 clusters Score -517775.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -518063.343750 Penalty: 4244.839355
	Iteration 4F: 3 clusters Score -518063.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -518286.343750 Penalty: 4244.839355
	Iteration 5F: 3 clusters Score -518286.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -518441.718750 Penalty: 4244.839355
	Iteration 6Q: 3 clusters Score -518441.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -518556.375000 Penalty: 4244.839355
	Iteration 7Q: 3 clusters Score -518556.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -518652.875000 Penalty: 4244.839355
	Iteration 8Q: 3 clusters Score -518652.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -518715.625000 Penalty: 4244.839355
	Iteration 9Q: 3 clusters Score -518715.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -518761.000000 Penalty: 4244.839355
	Iteration 10Q: 3 clusters Score -518761 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -518800.625000 Penalty: 4244.839355
	Iteration 11Q: 3 clusters Score -518800.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -518839.750000 Penalty: 4244.839355
	Iteration 12Q: 3 clusters Score -518839.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -518859.468750 Penalty: 4244.839355
	Iteration 13Q: 3 clusters Score -518859.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -518875.562500 Penalty: 4244.839355
	Iteration 14Q: 3 clusters Score -518875.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -518887.250000 Penalty: 4244.839355
	Iteration 15Q: 3 clusters Score -518887.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -518895.187500 Penalty: 4244.839355
	Iteration 16Q: 3 clusters Score -518895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -518901.718750 Penalty: 4244.839355
	Iteration 17Q: 3 clusters Score -518901.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -518907.656250 Penalty: 4244.839355
	Iteration 18Q: 3 clusters Score -518907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -518907.812500 Penalty: 4244.839355
	Iteration 19Q: 3 clusters Score -518907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -518908.093750 Penalty: 4244.839355
	Iteration 20F: 3 clusters Score -518908.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -177928.828125 Penalty: 1882.406006
	Iteration 0F: 2 clusters Score -177928.8 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 950 members 
Entering Unmasked Estep 
Score: -175404.390625 Penalty: 3764.812012
	Iteration 0F: 3 clusters Score -175404.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -176175.406250 Penalty: 3764.812012
	Iteration 1F: 3 clusters Score -176175.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -176705.421875 Penalty: 3764.812012
	Iteration 2F: 3 clusters Score -176705.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -177186.359375 Penalty: 3764.812012
	Iteration 3F: 3 clusters Score -177186.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177512.328125 Penalty: 3764.812012
	Iteration 4F: 3 clusters Score -177512.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -177765.593750 Penalty: 3764.812012
	Iteration 5F: 3 clusters Score -177765.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -177925.156250 Penalty: 3764.812012
	Iteration 6Q: 3 clusters Score -177925.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -178030.968750 Penalty: 3764.812012
	Iteration 7Q: 3 clusters Score -178031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -178091.718750 Penalty: 3764.812012
	Iteration 8Q: 3 clusters Score -178091.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -178131.062500 Penalty: 3764.812012
	Iteration 9Q: 3 clusters Score -178131.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -178157.187500 Penalty: 3764.812012
	Iteration 10Q: 3 clusters Score -178157.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -178168.250000 Penalty: 3764.812012
	Iteration 11Q: 3 clusters Score -178168.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -178177.359375 Penalty: 3764.812012
	Iteration 12Q: 3 clusters Score -178177.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -178182.859375 Penalty: 3764.812012
	Iteration 13Q: 3 clusters Score -178182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -178187.093750 Penalty: 3764.812012
	Iteration 14Q: 3 clusters Score -178187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -178190.375000 Penalty: 3764.812012
	Iteration 15Q: 3 clusters Score -178190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -178192.812500 Penalty: 3764.812012
	Iteration 16Q: 3 clusters Score -178192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -178197.078125 Penalty: 3764.812012
	Iteration 17Q: 3 clusters Score -178197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -178201.031250 Penalty: 3764.812012
	Iteration 18Q: 3 clusters Score -178201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -178205.078125 Penalty: 3764.812012
	Iteration 19Q: 3 clusters Score -178205.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -178210.671875 Penalty: 3764.812012
	Iteration 20F: 3 clusters Score -178210.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -178217.312500 Penalty: 3764.812012
	Iteration 21Q: 3 clusters Score -178217.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -178231.890625 Penalty: 3764.812012
	Iteration 22Q: 3 clusters Score -178231.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -178255.812500 Penalty: 3764.812012
	Iteration 23Q: 3 clusters Score -178255.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -178284.562500 Penalty: 3764.812012
	Iteration 24Q: 3 clusters Score -178284.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -178318.468750 Penalty: 3764.812012
	Iteration 25Q: 3 clusters Score -178318.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -178359.171875 Penalty: 3764.812012
	Iteration 26Q: 3 clusters Score -178359.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -178404.390625 Penalty: 3764.812012
	Iteration 27Q: 3 clusters Score -178404.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -178431.359375 Penalty: 3764.812012
	Iteration 28Q: 3 clusters Score -178431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -178445.859375 Penalty: 3764.812012
	Iteration 29Q: 3 clusters Score -178445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -178450.671875 Penalty: 3764.812012
	Iteration 30Q: 3 clusters Score -178450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -178454.109375 Penalty: 3764.812012
	Iteration 31Q: 3 clusters Score -178454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -178454.437500 Penalty: 3764.812012
	Iteration 32F: 3 clusters Score -178454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -178470.062500 Penalty: 3764.812012
	Iteration 33Q: 3 clusters Score -178470.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -178478.718750 Penalty: 3764.812012
	Iteration 34Q: 3 clusters Score -178478.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -178491.234375 Penalty: 3764.812012
	Iteration 35Q: 3 clusters Score -178491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -178492.218750 Penalty: 3764.812012
	Iteration 36Q: 3 clusters Score -178492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -178492.218750 Penalty: 3764.812012
	Iteration 37F: 3 clusters Score -178492.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16158 members 
Mstep: Class 3 contains 48127 members 
Mstep: Class 4 contains 132032 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 126288 members 
Mstep: Class 7 contains 1399 members 
Mstep: Class 8 contains 16567 members 
Mstep: Class 9 contains 21887 members 
Mstep: Class 12 contains 23806 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 21625 members 
Mstep: Class 17 contains 208962 members 
Mstep: Class 18 contains 28431 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 580 members 
Entering Unmasked Estep 
Score: -70074640.000000 Penalty: 53300.515625
Splitting cluster 23 changes total score from -70075616.000000 to -70074640.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 16158 members 
Mstep: Class 3 contains 48127 members 
Mstep: Class 4 contains 132032 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 126288 members 
Mstep: Class 8 contains 16567 members 
Mstep: Class 9 contains 21887 members 
Mstep: Class 12 contains 23806 members 
Mstep: Class 15 contains 26612 members 
Mstep: Class 16 contains 21625 members 
Mstep: Class 17 contains 208962 members 
Mstep: Class 18 contains 28431 members 
Mstep: Class 22 contains 5209 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075560.000000 Penalty: 49969.234375
Iteration 79Q: 16 clusters Score -7.007556e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 16172 members 
Mstep: Class 3 contains 48105 members 
Mstep: Class 4 contains 131296 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 126687 members 
Mstep: Class 8 contains 16560 members 
Mstep: Class 9 contains 21984 members 
Mstep: Class 12 contains 23798 members 
Mstep: Class 15 contains 26705 members 
Mstep: Class 16 contains 21645 members 
Mstep: Class 17 contains 208989 members 
Mstep: Class 18 contains 28546 members 
Mstep: Class 22 contains 5207 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075688.000000 Penalty: 49969.234375
Iteration 80F: 16 clusters Score -7.007569e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16179 members 
Mstep: Class 3 contains 48088 members 
Mstep: Class 4 contains 130571 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 127091 members 
Mstep: Class 8 contains 16547 members 
Mstep: Class 9 contains 22094 members 
Mstep: Class 12 contains 23796 members 
Mstep: Class 15 contains 26793 members 
Mstep: Class 16 contains 21666 members 
Mstep: Class 17 contains 208999 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075584.000000 Penalty: 49969.234375
Iteration 81Q: 16 clusters Score -7.007558e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 16185 members 
Mstep: Class 3 contains 48067 members 
Mstep: Class 4 contains 129785 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 127567 members 
Mstep: Class 8 contains 16534 members 
Mstep: Class 9 contains 22196 members 
Mstep: Class 12 contains 23795 members 
Mstep: Class 15 contains 26870 members 
Mstep: Class 16 contains 21683 members 
Mstep: Class 17 contains 209037 members 
Mstep: Class 18 contains 28747 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075672.000000 Penalty: 49969.234375
Iteration 82Q: 16 clusters Score -7.007567e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 16203 members 
Mstep: Class 3 contains 48055 members 
Mstep: Class 4 contains 128962 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 128028 members 
Mstep: Class 8 contains 16529 members 
Mstep: Class 9 contains 22303 members 
Mstep: Class 12 contains 23776 members 
Mstep: Class 15 contains 26949 members 
Mstep: Class 16 contains 21700 members 
Mstep: Class 17 contains 209091 members 
Mstep: Class 18 contains 28858 members 
Mstep: Class 22 contains 5206 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075816.000000 Penalty: 49969.234375
Iteration 83Q: 16 clusters Score -7.007582e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 16207 members 
Mstep: Class 3 contains 48047 members 
Mstep: Class 4 contains 128140 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 128482 members 
Mstep: Class 8 contains 16515 members 
Mstep: Class 9 contains 22408 members 
Mstep: Class 12 contains 23770 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 16 contains 21716 members 
Mstep: Class 17 contains 209146 members 
Mstep: Class 18 contains 28994 members 
Mstep: Class 22 contains 5205 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075680.000000 Penalty: 49969.234375
Iteration 84Q: 16 clusters Score -7.007568e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 16216 members 
Mstep: Class 3 contains 48040 members 
Mstep: Class 4 contains 127301 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 128967 members 
Mstep: Class 8 contains 16509 members 
Mstep: Class 9 contains 22487 members 
Mstep: Class 12 contains 23761 members 
Mstep: Class 15 contains 27094 members 
Mstep: Class 16 contains 21741 members 
Mstep: Class 17 contains 209201 members 
Mstep: Class 18 contains 29126 members 
Mstep: Class 22 contains 5204 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075712.000000 Penalty: 49969.234375
Iteration 85Q: 16 clusters Score -7.007571e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 16220 members 
Mstep: Class 3 contains 48041 members 
Mstep: Class 4 contains 126438 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 129449 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 22567 members 
Mstep: Class 12 contains 23745 members 
Mstep: Class 15 contains 27156 members 
Mstep: Class 16 contains 21762 members 
Mstep: Class 17 contains 209309 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 22 contains 5200 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075680.000000 Penalty: 49969.234375
Iteration 86Q: 16 clusters Score -7.007568e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16218 members 
Mstep: Class 3 contains 48035 members 
Mstep: Class 4 contains 125600 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 129953 members 
Mstep: Class 8 contains 16483 members 
Mstep: Class 9 contains 22658 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 15 contains 27212 members 
Mstep: Class 16 contains 21774 members 
Mstep: Class 17 contains 209365 members 
Mstep: Class 18 contains 29391 members 
Mstep: Class 22 contains 5199 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075776.000000 Penalty: 49969.234375
Iteration 87Q: 16 clusters Score -7.007578e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 16232 members 
Mstep: Class 3 contains 48017 members 
Mstep: Class 4 contains 124782 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 130467 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 22730 members 
Mstep: Class 12 contains 23726 members 
Mstep: Class 15 contains 27267 members 
Mstep: Class 16 contains 21786 members 
Mstep: Class 17 contains 209452 members 
Mstep: Class 18 contains 29502 members 
Mstep: Class 22 contains 5199 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075768.000000 Penalty: 49969.234375
Iteration 88Q: 16 clusters Score -7.007577e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 16247 members 
Mstep: Class 3 contains 48003 members 
Mstep: Class 4 contains 123896 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 131022 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 22792 members 
Mstep: Class 12 contains 23710 members 
Mstep: Class 15 contains 27336 members 
Mstep: Class 16 contains 21797 members 
Mstep: Class 17 contains 209552 members 
Mstep: Class 18 contains 29623 members 
Mstep: Class 22 contains 5197 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075872.000000 Penalty: 49969.234375
Iteration 89Q: 16 clusters Score -7.007587e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 3 contains 47995 members 
Mstep: Class 4 contains 123000 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 131603 members 
Mstep: Class 8 contains 16435 members 
Mstep: Class 9 contains 22856 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 27402 members 
Mstep: Class 16 contains 21813 members 
Mstep: Class 17 contains 209617 members 
Mstep: Class 18 contains 29742 members 
Mstep: Class 22 contains 5196 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075736.000000 Penalty: 49969.234375
Iteration 90Q: 16 clusters Score -7.007574e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16285 members 
Mstep: Class 3 contains 47967 members 
Mstep: Class 4 contains 122106 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 132170 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 22925 members 
Mstep: Class 12 contains 23664 members 
Mstep: Class 15 contains 27462 members 
Mstep: Class 16 contains 21840 members 
Mstep: Class 17 contains 209707 members 
Mstep: Class 18 contains 29865 members 
Mstep: Class 22 contains 5196 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075720.000000 Penalty: 49969.234375
Iteration 91Q: 16 clusters Score -7.007572e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16304 members 
Mstep: Class 3 contains 47928 members 
Mstep: Class 4 contains 121265 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 132725 members 
Mstep: Class 8 contains 16406 members 
Mstep: Class 9 contains 22985 members 
Mstep: Class 12 contains 23644 members 
Mstep: Class 15 contains 27497 members 
Mstep: Class 16 contains 21856 members 
Mstep: Class 17 contains 209790 members 
Mstep: Class 18 contains 30004 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075616.000000 Penalty: 49969.234375
Iteration 92Q: 16 clusters Score -7.007562e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16311 members 
Mstep: Class 3 contains 47906 members 
Mstep: Class 4 contains 120463 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 133298 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 23032 members 
Mstep: Class 12 contains 23626 members 
Mstep: Class 15 contains 27545 members 
Mstep: Class 16 contains 21861 members 
Mstep: Class 17 contains 209843 members 
Mstep: Class 18 contains 30127 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075704.000000 Penalty: 49969.234375
Iteration 93Q: 16 clusters Score -7.00757e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 16321 members 
Mstep: Class 3 contains 47875 members 
Mstep: Class 4 contains 119641 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 133926 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 23069 members 
Mstep: Class 12 contains 23628 members 
Mstep: Class 15 contains 27597 members 
Mstep: Class 16 contains 21868 members 
Mstep: Class 17 contains 209875 members 
Mstep: Class 18 contains 30226 members 
Mstep: Class 22 contains 5192 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075784.000000 Penalty: 49969.234375
Iteration 94Q: 16 clusters Score -7.007578e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 16329 members 
Mstep: Class 3 contains 47856 members 
Mstep: Class 4 contains 118773 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 134534 members 
Mstep: Class 8 contains 16352 members 
Mstep: Class 9 contains 23087 members 
Mstep: Class 12 contains 23624 members 
Mstep: Class 15 contains 27654 members 
Mstep: Class 16 contains 21873 members 
Mstep: Class 17 contains 209951 members 
Mstep: Class 18 contains 30349 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075824.000000 Penalty: 49969.234375
Iteration 95Q: 16 clusters Score -7.007582e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 16331 members 
Mstep: Class 3 contains 47831 members 
Mstep: Class 4 contains 117887 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 135102 members 
Mstep: Class 8 contains 16357 members 
Mstep: Class 9 contains 23095 members 
Mstep: Class 12 contains 23611 members 
Mstep: Class 15 contains 27706 members 
Mstep: Class 16 contains 21882 members 
Mstep: Class 17 contains 210081 members 
Mstep: Class 18 contains 30492 members 
Mstep: Class 22 contains 5189 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075680.000000 Penalty: 49969.234375
Iteration 96Q: 16 clusters Score -7.007568e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 16336 members 
Mstep: Class 3 contains 47814 members 
Mstep: Class 4 contains 116983 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 135706 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 23118 members 
Mstep: Class 12 contains 23583 members 
Mstep: Class 15 contains 27751 members 
Mstep: Class 16 contains 21891 members 
Mstep: Class 17 contains 210200 members 
Mstep: Class 18 contains 30624 members 
Mstep: Class 22 contains 5188 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075592.000000 Penalty: 49969.234375
Iteration 97Q: 16 clusters Score -7.007559e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 16341 members 
Mstep: Class 3 contains 47790 members 
Mstep: Class 4 contains 116071 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 136372 members 
Mstep: Class 8 contains 16383 members 
Mstep: Class 9 contains 23144 members 
Mstep: Class 12 contains 23573 members 
Mstep: Class 15 contains 27777 members 
Mstep: Class 16 contains 21889 members 
Mstep: Class 17 contains 210264 members 
Mstep: Class 18 contains 30764 members 
Mstep: Class 22 contains 5185 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075632.000000 Penalty: 49969.234375
Iteration 98Q: 16 clusters Score -7.007563e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16351 members 
Mstep: Class 3 contains 47770 members 
Mstep: Class 4 contains 115183 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 137036 members 
Mstep: Class 8 contains 16393 members 
Mstep: Class 9 contains 23164 members 
Mstep: Class 12 contains 23552 members 
Mstep: Class 15 contains 27803 members 
Mstep: Class 16 contains 21880 members 
Mstep: Class 17 contains 210315 members 
Mstep: Class 18 contains 30915 members 
Mstep: Class 22 contains 5181 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075496.000000 Penalty: 49969.234375
Iteration 99Q: 16 clusters Score -7.00755e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16356 members 
Mstep: Class 3 contains 47751 members 
Mstep: Class 4 contains 114332 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 137687 members 
Mstep: Class 8 contains 16399 members 
Mstep: Class 9 contains 23179 members 
Mstep: Class 12 contains 23537 members 
Mstep: Class 15 contains 27828 members 
Mstep: Class 16 contains 21894 members 
Mstep: Class 17 contains 210322 members 
Mstep: Class 18 contains 31067 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075464.000000 Penalty: 49969.234375
Iteration 100F: 16 clusters Score -7.007546e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16363 members 
Mstep: Class 3 contains 47723 members 
Mstep: Class 4 contains 113489 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 138355 members 
Mstep: Class 8 contains 16413 members 
Mstep: Class 9 contains 23194 members 
Mstep: Class 12 contains 23538 members 
Mstep: Class 15 contains 27856 members 
Mstep: Class 16 contains 21911 members 
Mstep: Class 17 contains 210299 members 
Mstep: Class 18 contains 31205 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075560.000000 Penalty: 49969.234375
Iteration 101Q: 16 clusters Score -7.007556e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 16372 members 
Mstep: Class 3 contains 47673 members 
Mstep: Class 4 contains 112716 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 139012 members 
Mstep: Class 8 contains 16420 members 
Mstep: Class 9 contains 23197 members 
Mstep: Class 12 contains 23536 members 
Mstep: Class 15 contains 27889 members 
Mstep: Class 16 contains 21935 members 
Mstep: Class 17 contains 210272 members 
Mstep: Class 18 contains 31325 members 
Mstep: Class 22 contains 5178 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075648.000000 Penalty: 49969.234375
Iteration 102Q: 16 clusters Score -7.007565e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16366 members 
Mstep: Class 3 contains 47621 members 
Mstep: Class 4 contains 111945 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 139704 members 
Mstep: Class 8 contains 16426 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 12 contains 23523 members 
Mstep: Class 15 contains 27917 members 
Mstep: Class 16 contains 21946 members 
Mstep: Class 17 contains 210248 members 
Mstep: Class 18 contains 31437 members 
Mstep: Class 22 contains 5178 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075720.000000 Penalty: 49969.234375
Iteration 103Q: 16 clusters Score -7.007572e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 16354 members 
Mstep: Class 3 contains 47576 members 
Mstep: Class 4 contains 111154 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 140438 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 23238 members 
Mstep: Class 12 contains 23510 members 
Mstep: Class 15 contains 27964 members 
Mstep: Class 16 contains 21963 members 
Mstep: Class 17 contains 210186 members 
Mstep: Class 18 contains 31533 members 
Mstep: Class 22 contains 5176 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075784.000000 Penalty: 49969.234375
Iteration 104Q: 16 clusters Score -7.007578e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 16350 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 110304 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 141203 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 23258 members 
Mstep: Class 12 contains 23497 members 
Mstep: Class 15 contains 28012 members 
Mstep: Class 16 contains 21971 members 
Mstep: Class 17 contains 210157 members 
Mstep: Class 18 contains 31619 members 
Mstep: Class 22 contains 5174 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075832.000000 Penalty: 49969.234375
Iteration 105Q: 16 clusters Score -7.007583e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16354 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 109555 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 141949 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 23259 members 
Mstep: Class 12 contains 23486 members 
Mstep: Class 15 contains 28048 members 
Mstep: Class 16 contains 21964 members 
Mstep: Class 17 contains 210097 members 
Mstep: Class 18 contains 31699 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 1979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075904.000000 Penalty: 49969.234375
Iteration 106Q: 16 clusters Score -7.00759e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16355 members 
Mstep: Class 3 contains 47426 members 
Mstep: Class 4 contains 108759 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 142701 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 23275 members 
Mstep: Class 12 contains 23463 members 
Mstep: Class 15 contains 28071 members 
Mstep: Class 16 contains 21965 members 
Mstep: Class 17 contains 210118 members 
Mstep: Class 18 contains 31759 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075832.000000 Penalty: 49969.234375
Iteration 107Q: 16 clusters Score -7.007583e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16350 members 
Mstep: Class 3 contains 47384 members 
Mstep: Class 4 contains 108007 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 143474 members 
Mstep: Class 8 contains 16436 members 
Mstep: Class 9 contains 23299 members 
Mstep: Class 12 contains 23448 members 
Mstep: Class 15 contains 28093 members 
Mstep: Class 16 contains 21961 members 
Mstep: Class 17 contains 210051 members 
Mstep: Class 18 contains 31827 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075808.000000 Penalty: 49969.234375
Iteration 108Q: 16 clusters Score -7.007581e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16341 members 
Mstep: Class 3 contains 47330 members 
Mstep: Class 4 contains 107285 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 144255 members 
Mstep: Class 8 contains 16426 members 
Mstep: Class 9 contains 23315 members 
Mstep: Class 12 contains 23438 members 
Mstep: Class 15 contains 28109 members 
Mstep: Class 16 contains 21966 members 
Mstep: Class 17 contains 209971 members 
Mstep: Class 18 contains 31884 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075784.000000 Penalty: 49969.234375
Iteration 109Q: 16 clusters Score -7.007578e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 16331 members 
Mstep: Class 3 contains 47263 members 
Mstep: Class 4 contains 106602 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 145066 members 
Mstep: Class 8 contains 16415 members 
Mstep: Class 9 contains 23320 members 
Mstep: Class 12 contains 23427 members 
Mstep: Class 15 contains 28118 members 
Mstep: Class 16 contains 21977 members 
Mstep: Class 17 contains 209873 members 
Mstep: Class 18 contains 31923 members 
Mstep: Class 22 contains 5164 members 
Mstep: Class 23 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075584.000000 Penalty: 49969.234375
Iteration 110Q: 16 clusters Score -7.007558e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 16337 members 
Mstep: Class 3 contains 47193 members 
Mstep: Class 4 contains 105927 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 145831 members 
Mstep: Class 8 contains 16420 members 
Mstep: Class 9 contains 23324 members 
Mstep: Class 12 contains 23428 members 
Mstep: Class 15 contains 28137 members 
Mstep: Class 16 contains 21970 members 
Mstep: Class 17 contains 209786 members 
Mstep: Class 18 contains 31951 members 
Mstep: Class 22 contains 5163 members 
Mstep: Class 23 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075848.000000 Penalty: 49969.234375
Iteration 111Q: 16 clusters Score -7.007585e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 16333 members 
Mstep: Class 3 contains 47130 members 
Mstep: Class 4 contains 105231 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 146628 members 
Mstep: Class 8 contains 16416 members 
Mstep: Class 9 contains 23334 members 
Mstep: Class 12 contains 23436 members 
Mstep: Class 15 contains 28168 members 
Mstep: Class 16 contains 21964 members 
Mstep: Class 17 contains 209670 members 
Mstep: Class 18 contains 31983 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075912.000000 Penalty: 49969.234375
Iteration 112Q: 16 clusters Score -7.007591e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 16326 members 
Mstep: Class 3 contains 47083 members 
Mstep: Class 4 contains 104494 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 147453 members 
Mstep: Class 8 contains 16422 members 
Mstep: Class 9 contains 23331 members 
Mstep: Class 12 contains 23446 members 
Mstep: Class 15 contains 28175 members 
Mstep: Class 16 contains 21967 members 
Mstep: Class 17 contains 209561 members 
Mstep: Class 18 contains 32029 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076120.000000 Penalty: 49969.234375
Iteration 113Q: 16 clusters Score -7.007612e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 16318 members 
Mstep: Class 3 contains 47034 members 
Mstep: Class 4 contains 103710 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 148307 members 
Mstep: Class 8 contains 16426 members 
Mstep: Class 9 contains 23326 members 
Mstep: Class 12 contains 23451 members 
Mstep: Class 15 contains 28166 members 
Mstep: Class 16 contains 21967 members 
Mstep: Class 17 contains 209501 members 
Mstep: Class 18 contains 32080 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075912.000000 Penalty: 49969.234375
Iteration 114Q: 16 clusters Score -7.007591e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 16304 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 102951 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 149098 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 23308 members 
Mstep: Class 12 contains 23463 members 
Mstep: Class 15 contains 28154 members 
Mstep: Class 16 contains 21965 members 
Mstep: Class 17 contains 209536 members 
Mstep: Class 18 contains 32096 members 
Mstep: Class 22 contains 5150 members 
Mstep: Class 23 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075968.000000 Penalty: 49969.234375
Iteration 115Q: 16 clusters Score -7.007597e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 16294 members 
Mstep: Class 3 contains 46904 members 
Mstep: Class 4 contains 102169 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 149835 members 
Mstep: Class 8 contains 16432 members 
Mstep: Class 9 contains 23285 members 
Mstep: Class 12 contains 23484 members 
Mstep: Class 15 contains 28165 members 
Mstep: Class 16 contains 21967 members 
Mstep: Class 17 contains 209627 members 
Mstep: Class 18 contains 32123 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075896.000000 Penalty: 49969.234375
Iteration 116Q: 16 clusters Score -7.00759e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 16293 members 
Mstep: Class 3 contains 46839 members 
Mstep: Class 4 contains 101357 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 150578 members 
Mstep: Class 8 contains 16450 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23496 members 
Mstep: Class 15 contains 28179 members 
Mstep: Class 16 contains 21972 members 
Mstep: Class 17 contains 209678 members 
Mstep: Class 18 contains 32163 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075848.000000 Penalty: 49969.234375
Iteration 117Q: 16 clusters Score -7.007585e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 16296 members 
Mstep: Class 3 contains 46788 members 
Mstep: Class 4 contains 100488 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 151390 members 
Mstep: Class 8 contains 16467 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23500 members 
Mstep: Class 15 contains 28200 members 
Mstep: Class 16 contains 21990 members 
Mstep: Class 17 contains 209686 members 
Mstep: Class 18 contains 32199 members 
Mstep: Class 22 contains 5138 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075624.000000 Penalty: 49969.234375
Iteration 118Q: 16 clusters Score -7.007562e+07 nChanged 1841
Entering ConstructFrom: 
Score: -70075624.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -371362.687500 Penalty: 2036.110718
	Iteration 0F: 2 clusters Score -371362.7 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 1830 members 
Entering Unmasked Estep 
Score: -367593.000000 Penalty: 4072.221436
	Iteration 0F: 3 clusters Score -367593 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -368473.281250 Penalty: 4072.221436
	Iteration 1F: 3 clusters Score -368473.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -368695.500000 Penalty: 4072.221436
	Iteration 2F: 3 clusters Score -368695.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -368834.375000 Penalty: 4072.221436
	Iteration 3F: 3 clusters Score -368834.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -368946.281250 Penalty: 4072.221436
	Iteration 4Q: 3 clusters Score -368946.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -369025.625000 Penalty: 4072.221436
	Iteration 5Q: 3 clusters Score -369025.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -369086.468750 Penalty: 4072.221436
	Iteration 6Q: 3 clusters Score -369086.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -369150.218750 Penalty: 4072.221436
	Iteration 7Q: 3 clusters Score -369150.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -369211.968750 Penalty: 4072.221436
	Iteration 8Q: 3 clusters Score -369212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -369270.468750 Penalty: 4072.221436
	Iteration 9Q: 3 clusters Score -369270.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -369315.125000 Penalty: 4072.221436
	Iteration 10Q: 3 clusters Score -369315.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -369367.031250 Penalty: 4072.221436
	Iteration 11Q: 3 clusters Score -369367 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -369408.031250 Penalty: 4072.221436
	Iteration 12Q: 3 clusters Score -369408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -369446.593750 Penalty: 4072.221436
	Iteration 13Q: 3 clusters Score -369446.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -369479.687500 Penalty: 4072.221436
	Iteration 14Q: 3 clusters Score -369479.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -369517.156250 Penalty: 4072.221436
	Iteration 15Q: 3 clusters Score -369517.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -369543.531250 Penalty: 4072.221436
	Iteration 16Q: 3 clusters Score -369543.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -369576.406250 Penalty: 4072.221436
	Iteration 17Q: 3 clusters Score -369576.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -369601.312500 Penalty: 4072.221436
	Iteration 18Q: 3 clusters Score -369601.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -369624.656250 Penalty: 4072.221436
	Iteration 19Q: 3 clusters Score -369624.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -369652.031250 Penalty: 4072.221436
	Iteration 20F: 3 clusters Score -369652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -369673.687500 Penalty: 4072.221436
	Iteration 21Q: 3 clusters Score -369673.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -369686.343750 Penalty: 4072.221436
	Iteration 22Q: 3 clusters Score -369686.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -369696.375000 Penalty: 4072.221436
	Iteration 23Q: 3 clusters Score -369696.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -369702.218750 Penalty: 4072.221436
	Iteration 24Q: 3 clusters Score -369702.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -369710.812500 Penalty: 4072.221436
	Iteration 25Q: 3 clusters Score -369710.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -369719.406250 Penalty: 4072.221436
	Iteration 26Q: 3 clusters Score -369719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -369726.468750 Penalty: 4072.221436
	Iteration 27Q: 3 clusters Score -369726.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -369731.437500 Penalty: 4072.221436
	Iteration 28Q: 3 clusters Score -369731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -369736.031250 Penalty: 4072.221436
	Iteration 29Q: 3 clusters Score -369736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -369743.593750 Penalty: 4072.221436
	Iteration 30Q: 3 clusters Score -369743.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -369745.875000 Penalty: 4072.221436
	Iteration 31Q: 3 clusters Score -369745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -369749.281250 Penalty: 4072.221436
	Iteration 32Q: 3 clusters Score -369749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -369750.687500 Penalty: 4072.221436
	Iteration 33Q: 3 clusters Score -369750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -369754.718750 Penalty: 4072.221436
	Iteration 34Q: 3 clusters Score -369754.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -369757.375000 Penalty: 4072.221436
	Iteration 35Q: 3 clusters Score -369757.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -369760.718750 Penalty: 4072.221436
	Iteration 36Q: 3 clusters Score -369760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -369764.500000 Penalty: 4072.221436
	Iteration 37Q: 3 clusters Score -369764.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -369769.687500 Penalty: 4072.221436
	Iteration 38Q: 3 clusters Score -369769.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -369771.437500 Penalty: 4072.221436
	Iteration 39Q: 3 clusters Score -369771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -369772.906250 Penalty: 4072.221436
	Iteration 40F: 3 clusters Score -369772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -369775.531250 Penalty: 4072.221436
	Iteration 41Q: 3 clusters Score -369775.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -369778.843750 Penalty: 4072.221436
	Iteration 42Q: 3 clusters Score -369778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -369779.968750 Penalty: 4072.221436
	Iteration 43Q: 3 clusters Score -369780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -369781.656250 Penalty: 4072.221436
	Iteration 44Q: 3 clusters Score -369781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -369781.656250 Penalty: 4072.221436
	Iteration 45F: 3 clusters Score -369781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Entering Unmasked Estep 
Score: -1740002.125000 Penalty: 2405.195312
	Iteration 0F: 2 clusters Score -1740002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1728301.750000 Penalty: 4810.390625
	Iteration 0F: 3 clusters Score -1728302 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1731970.250000 Penalty: 4810.390625
	Iteration 1F: 3 clusters Score -1731970 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1732316.875000 Penalty: 4810.390625
	Iteration 2F: 3 clusters Score -1732317 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1732573.750000 Penalty: 4810.390625
	Iteration 3Q: 3 clusters Score -1732574 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1732771.500000 Penalty: 4810.390625
	Iteration 4Q: 3 clusters Score -1732772 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1732986.625000 Penalty: 4810.390625
	Iteration 5Q: 3 clusters Score -1732987 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1733240.250000 Penalty: 4810.390625
	Iteration 6Q: 3 clusters Score -1733240 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1733572.875000 Penalty: 4810.390625
	Iteration 7Q: 3 clusters Score -1733573 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1734058.875000 Penalty: 4810.390625
	Iteration 8Q: 3 clusters Score -1734059 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1734739.125000 Penalty: 4810.390625
	Iteration 9F: 3 clusters Score -1734739 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1735541.875000 Penalty: 4810.390625
	Iteration 10F: 3 clusters Score -1735542 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1736293.375000 Penalty: 4810.390625
	Iteration 11F: 3 clusters Score -1736293 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1736906.750000 Penalty: 4810.390625
	Iteration 12Q: 3 clusters Score -1736907 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1737288.125000 Penalty: 4810.390625
	Iteration 13Q: 3 clusters Score -1737288 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1737501.375000 Penalty: 4810.390625
	Iteration 14Q: 3 clusters Score -1737501 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1737629.625000 Penalty: 4810.390625
	Iteration 15Q: 3 clusters Score -1737630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1737720.375000 Penalty: 4810.390625
	Iteration 16Q: 3 clusters Score -1737720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1737767.625000 Penalty: 4810.390625
	Iteration 17Q: 3 clusters Score -1737768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -1737807.500000 Penalty: 4810.390625
	Iteration 18Q: 3 clusters Score -1737808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1737829.250000 Penalty: 4810.390625
	Iteration 19Q: 3 clusters Score -1737829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -1737848.000000 Penalty: 4810.390625
	Iteration 20F: 3 clusters Score -1737848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1737857.375000 Penalty: 4810.390625
	Iteration 21Q: 3 clusters Score -1737857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1737862.500000 Penalty: 4810.390625
	Iteration 22Q: 3 clusters Score -1737862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1737870.250000 Penalty: 4810.390625
	Iteration 23Q: 3 clusters Score -1737870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1737873.250000 Penalty: 4810.390625
	Iteration 24Q: 3 clusters Score -1737873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1737875.750000 Penalty: 4810.390625
	Iteration 25Q: 3 clusters Score -1737876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1737879.375000 Penalty: 4810.390625
	Iteration 26Q: 3 clusters Score -1737879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1737882.250000 Penalty: 4810.390625
	Iteration 27Q: 3 clusters Score -1737882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1737882.125000 Penalty: 4810.390625
	Iteration 28Q: 3 clusters Score -1737882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1737882.125000 Penalty: 4810.390625
	Iteration 29F: 3 clusters Score -1737882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Entering Unmasked Estep 
Score: -4767563.000000 Penalty: 2666.499268
	Iteration 0F: 2 clusters Score -4767563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4736144.000000 Penalty: 5332.998535
	Iteration 0F: 3 clusters Score -4736144 nChanged 21335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4747739.500000 Penalty: 5332.998535
	Iteration 1F: 3 clusters Score -4747740 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -4748211.500000 Penalty: 5332.998535
	Iteration 2Q: 3 clusters Score -4748212 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4748574.000000 Penalty: 5332.998535
	Iteration 3Q: 3 clusters Score -4748574 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4748923.500000 Penalty: 5332.998535
	Iteration 4Q: 3 clusters Score -4748924 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -4749290.500000 Penalty: 5332.998535
	Iteration 5Q: 3 clusters Score -4749290 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4749585.000000 Penalty: 5332.998535
	Iteration 6Q: 3 clusters Score -4749585 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -4749952.500000 Penalty: 5332.998535
	Iteration 7Q: 3 clusters Score -4749952 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4750389.500000 Penalty: 5332.998535
	Iteration 8Q: 3 clusters Score -4750390 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4750870.000000 Penalty: 5332.998535
	Iteration 9Q: 3 clusters Score -4750870 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4751465.500000 Penalty: 5332.998535
	Iteration 10Q: 3 clusters Score -4751466 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -4752166.500000 Penalty: 5332.998535
	Iteration 11Q: 3 clusters Score -4752166 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4752913.500000 Penalty: 5332.998535
	Iteration 12Q: 3 clusters Score -4752914 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4753745.000000 Penalty: 5332.998535
	Iteration 13Q: 3 clusters Score -4753745 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -4754568.500000 Penalty: 5332.998535
	Iteration 14Q: 3 clusters Score -4754568 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4755425.500000 Penalty: 5332.998535
	Iteration 15Q: 3 clusters Score -4755426 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4756290.000000 Penalty: 5332.998535
	Iteration 16Q: 3 clusters Score -4756290 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -4756980.500000 Penalty: 5332.998535
	Iteration 17Q: 3 clusters Score -4756980 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4757502.000000 Penalty: 5332.998535
	Iteration 18Q: 3 clusters Score -4757502 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4757906.500000 Penalty: 5332.998535
	Iteration 19Q: 3 clusters Score -4757906 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4758232.000000 Penalty: 5332.998535
	Iteration 20F: 3 clusters Score -4758232 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4758480.500000 Penalty: 5332.998535
	Iteration 21Q: 3 clusters Score -4758480 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4758689.500000 Penalty: 5332.998535
	Iteration 22Q: 3 clusters Score -4758690 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -4758870.000000 Penalty: 5332.998535
	Iteration 23Q: 3 clusters Score -4758870 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -4759030.000000 Penalty: 5332.998535
	Iteration 24Q: 3 clusters Score -4759030 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4759178.500000 Penalty: 5332.998535
	Iteration 25Q: 3 clusters Score -4759178 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4759376.000000 Penalty: 5332.998535
	Iteration 26Q: 3 clusters Score -4759376 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4759558.500000 Penalty: 5332.998535
	Iteration 27Q: 3 clusters Score -4759558 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -4759768.500000 Penalty: 5332.998535
	Iteration 28Q: 3 clusters Score -4759768 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4759960.500000 Penalty: 5332.998535
	Iteration 29Q: 3 clusters Score -4759960 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -4760170.500000 Penalty: 5332.998535
	Iteration 30Q: 3 clusters Score -4760170 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4760400.500000 Penalty: 5332.998535
	Iteration 31Q: 3 clusters Score -4760400 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4760651.500000 Penalty: 5332.998535
	Iteration 32Q: 3 clusters Score -4760652 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4760912.500000 Penalty: 5332.998535
	Iteration 33Q: 3 clusters Score -4760912 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4761178.000000 Penalty: 5332.998535
	Iteration 34Q: 3 clusters Score -4761178 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4761455.000000 Penalty: 5332.998535
	Iteration 35Q: 3 clusters Score -4761455 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4761748.000000 Penalty: 5332.998535
	Iteration 36Q: 3 clusters Score -4761748 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4762001.000000 Penalty: 5332.998535
	Iteration 37Q: 3 clusters Score -4762001 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4762274.500000 Penalty: 5332.998535
	Iteration 38Q: 3 clusters Score -4762274 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4762529.000000 Penalty: 5332.998535
	Iteration 39Q: 3 clusters Score -4762529 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -4762761.500000 Penalty: 5332.998535
	Iteration 40F: 3 clusters Score -4762762 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -4763004.500000 Penalty: 5332.998535
	Iteration 41Q: 3 clusters Score -4763004 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4763242.000000 Penalty: 5332.998535
	Iteration 42Q: 3 clusters Score -4763242 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4763422.500000 Penalty: 5332.998535
	Iteration 43Q: 3 clusters Score -4763422 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4763612.000000 Penalty: 5332.998535
	Iteration 44Q: 3 clusters Score -4763612 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -4763770.000000 Penalty: 5332.998535
	Iteration 45Q: 3 clusters Score -4763770 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -4763912.000000 Penalty: 5332.998535
	Iteration 46Q: 3 clusters Score -4763912 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -4764068.000000 Penalty: 5332.998535
	Iteration 47Q: 3 clusters Score -4764068 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -4764173.500000 Penalty: 5332.998535
	Iteration 48Q: 3 clusters Score -4764174 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -4764291.000000 Penalty: 5332.998535
	Iteration 49Q: 3 clusters Score -4764291 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -4764372.000000 Penalty: 5332.998535
	Iteration 50Q: 3 clusters Score -4764372 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -4764481.500000 Penalty: 5332.998535
	Iteration 51Q: 3 clusters Score -4764482 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -4764552.500000 Penalty: 5332.998535
	Iteration 52Q: 3 clusters Score -4764552 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -4764611.500000 Penalty: 5332.998535
	Iteration 53Q: 3 clusters Score -4764612 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -4764692.500000 Penalty: 5332.998535
	Iteration 54Q: 3 clusters Score -4764692 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -4764756.500000 Penalty: 5332.998535
	Iteration 55Q: 3 clusters Score -4764756 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -4764826.500000 Penalty: 5332.998535
	Iteration 56Q: 3 clusters Score -4764826 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -4764882.500000 Penalty: 5332.998535
	Iteration 57Q: 3 clusters Score -4764882 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -4764930.500000 Penalty: 5332.998535
	Iteration 58Q: 3 clusters Score -4764930 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -4764983.500000 Penalty: 5332.998535
	Iteration 59Q: 3 clusters Score -4764984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -4765017.500000 Penalty: 5332.998535
	Iteration 60F: 3 clusters Score -4765018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -4765075.000000 Penalty: 5332.998535
	Iteration 61Q: 3 clusters Score -4765075 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -4765114.000000 Penalty: 5332.998535
	Iteration 62Q: 3 clusters Score -4765114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -4765137.000000 Penalty: 5332.998535
	Iteration 63Q: 3 clusters Score -4765137 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -4765164.000000 Penalty: 5332.998535
	Iteration 64Q: 3 clusters Score -4765164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -4765194.000000 Penalty: 5332.998535
	Iteration 65Q: 3 clusters Score -4765194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -4765200.500000 Penalty: 5332.998535
	Iteration 66Q: 3 clusters Score -4765200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -4765219.000000 Penalty: 5332.998535
	Iteration 67Q: 3 clusters Score -4765219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -4765226.000000 Penalty: 5332.998535
	Iteration 68Q: 3 clusters Score -4765226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -4765237.000000 Penalty: 5332.998535
	Iteration 69Q: 3 clusters Score -4765237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -4765264.500000 Penalty: 5332.998535
	Iteration 70Q: 3 clusters Score -4765264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -4765266.500000 Penalty: 5332.998535
	Iteration 71Q: 3 clusters Score -4765266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -4765279.000000 Penalty: 5332.998535
	Iteration 72Q: 3 clusters Score -4765279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -4765293.000000 Penalty: 5332.998535
	Iteration 73Q: 3 clusters Score -4765293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -4765303.000000 Penalty: 5332.998535
	Iteration 74Q: 3 clusters Score -4765303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -4765310.000000 Penalty: 5332.998535
	Iteration 75Q: 3 clusters Score -4765310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -4765323.000000 Penalty: 5332.998535
	Iteration 76Q: 3 clusters Score -4765323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -4765335.500000 Penalty: 5332.998535
	Iteration 77Q: 3 clusters Score -4765336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -4765350.000000 Penalty: 5332.998535
	Iteration 78Q: 3 clusters Score -4765350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -4765344.500000 Penalty: 5332.998535
	Iteration 79Q: 3 clusters Score -4765344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -4765349.000000 Penalty: 5332.998535
	Iteration 80F: 3 clusters Score -4765349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -4765363.500000 Penalty: 5332.998535
	Iteration 81Q: 3 clusters Score -4765364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -4765363.500000 Penalty: 5332.998535
	Iteration 82Q: 3 clusters Score -4765364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -4765366.000000 Penalty: 5332.998535
	Iteration 83Q: 3 clusters Score -4765366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -4765375.500000 Penalty: 5332.998535
	Iteration 84Q: 3 clusters Score -4765376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -4765375.500000 Penalty: 5332.998535
	Iteration 85Q: 3 clusters Score -4765376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -4765382.000000 Penalty: 5332.998535
	Iteration 86Q: 3 clusters Score -4765382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -4765385.500000 Penalty: 5332.998535
	Iteration 87Q: 3 clusters Score -4765386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -4765394.000000 Penalty: 5332.998535
	Iteration 88Q: 3 clusters Score -4765394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -4765404.000000 Penalty: 5332.998535
	Iteration 89Q: 3 clusters Score -4765404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -4765408.000000 Penalty: 5332.998535
	Iteration 90Q: 3 clusters Score -4765408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -4765406.500000 Penalty: 5332.998535
	Iteration 91Q: 3 clusters Score -4765406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -4765403.500000 Penalty: 5332.998535
	Iteration 92Q: 3 clusters Score -4765404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -4765406.500000 Penalty: 5332.998535
	Iteration 93Q: 3 clusters Score -4765406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -4765408.000000 Penalty: 5332.998535
	Iteration 94Q: 3 clusters Score -4765408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -4765411.500000 Penalty: 5332.998535
	Iteration 95Q: 3 clusters Score -4765412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -4765405.000000 Penalty: 5332.998535
	Iteration 96Q: 3 clusters Score -4765405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -4765411.000000 Penalty: 5332.998535
	Iteration 97Q: 3 clusters Score -4765411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -4765414.500000 Penalty: 5332.998535
	Iteration 98Q: 3 clusters Score -4765414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -4765415.500000 Penalty: 5332.998535
	Iteration 99Q: 3 clusters Score -4765416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -4765416.000000 Penalty: 5332.998535
	Iteration 100F: 3 clusters Score -4765416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -4765415.500000 Penalty: 5332.998535
	Iteration 101Q: 3 clusters Score -4765416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -4765413.000000 Penalty: 5332.998535
	Iteration 102Q: 3 clusters Score -4765413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -4765416.500000 Penalty: 5332.998535
	Iteration 103Q: 3 clusters Score -4765416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -4765412.500000 Penalty: 5332.998535
	Iteration 104Q: 3 clusters Score -4765412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -4765415.500000 Penalty: 5332.998535
	Iteration 105Q: 3 clusters Score -4765416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -4765417.000000 Penalty: 5332.998535
	Iteration 106Q: 3 clusters Score -4765417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -4765417.000000 Penalty: 5332.998535
	Iteration 107F: 3 clusters Score -4765417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (99624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Entering Unmasked Estep 
Score: -10461548.000000 Penalty: 2854.271240
	Iteration 0F: 2 clusters Score -1.046155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -10394953.000000 Penalty: 5708.542480
	Iteration 0F: 3 clusters Score -1.039495e+07 nChanged 46905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -10421677.000000 Penalty: 5708.542480
	Iteration 1F: 3 clusters Score -1.042168e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -10422622.000000 Penalty: 5708.542480
	Iteration 2Q: 3 clusters Score -1.042262e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -10423855.000000 Penalty: 5708.542480
	Iteration 3Q: 3 clusters Score -1.042386e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -10425648.000000 Penalty: 5708.542480
	Iteration 4Q: 3 clusters Score -1.042565e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -10428592.000000 Penalty: 5708.542480
	Iteration 5F: 3 clusters Score -1.042859e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -10433337.000000 Penalty: 5708.542480
	Iteration 6F: 3 clusters Score -1.043334e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 69949 members 
Entering Unmasked Estep 
Score: -10439590.000000 Penalty: 5708.542480
	Iteration 7F: 3 clusters Score -1.043959e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -10445954.000000 Penalty: 5708.542480
	Iteration 8F: 3 clusters Score -1.044595e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -10450541.000000 Penalty: 5708.542480
	Iteration 9F: 3 clusters Score -1.045054e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -10452890.000000 Penalty: 5708.542480
	Iteration 10Q: 3 clusters Score -1.045289e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -10454102.000000 Penalty: 5708.542480
	Iteration 11Q: 3 clusters Score -1.04541e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -10454985.000000 Penalty: 5708.542480
	Iteration 12Q: 3 clusters Score -1.045498e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -10455677.000000 Penalty: 5708.542480
	Iteration 13Q: 3 clusters Score -1.045568e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 86465 members 
Entering Unmasked Estep 
Score: -10456238.000000 Penalty: 5708.542480
	Iteration 14Q: 3 clusters Score -1.045624e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -10456666.000000 Penalty: 5708.542480
	Iteration 15Q: 3 clusters Score -1.045667e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -10457051.000000 Penalty: 5708.542480
	Iteration 16Q: 3 clusters Score -1.045705e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 89371 members 
Entering Unmasked Estep 
Score: -10457401.000000 Penalty: 5708.542480
	Iteration 17Q: 3 clusters Score -1.04574e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -10457737.000000 Penalty: 5708.542480
	Iteration 18Q: 3 clusters Score -1.045774e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -10457904.000000 Penalty: 5708.542480
	Iteration 19Q: 3 clusters Score -1.04579e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -10458105.000000 Penalty: 5708.542480
	Iteration 20F: 3 clusters Score -1.04581e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -10458208.000000 Penalty: 5708.542480
	Iteration 21Q: 3 clusters Score -1.045821e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -10458332.000000 Penalty: 5708.542480
	Iteration 22Q: 3 clusters Score -1.045833e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -10458417.000000 Penalty: 5708.542480
	Iteration 23Q: 3 clusters Score -1.045842e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -10458489.000000 Penalty: 5708.542480
	Iteration 24Q: 3 clusters Score -1.045849e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -10458560.000000 Penalty: 5708.542480
	Iteration 25Q: 3 clusters Score -1.045856e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -10458629.000000 Penalty: 5708.542480
	Iteration 26Q: 3 clusters Score -1.045863e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 94133 members 
Entering Unmasked Estep 
Score: -10458732.000000 Penalty: 5708.542480
	Iteration 27Q: 3 clusters Score -1.045873e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 94428 members 
Entering Unmasked Estep 
Score: -10458856.000000 Penalty: 5708.542480
	Iteration 28Q: 3 clusters Score -1.045886e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -10458934.000000 Penalty: 5708.542480
	Iteration 29Q: 3 clusters Score -1.045893e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -10459048.000000 Penalty: 5708.542480
	Iteration 30Q: 3 clusters Score -1.045905e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -10459089.000000 Penalty: 5708.542480
	Iteration 31Q: 3 clusters Score -1.045909e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 95433 members 
Entering Unmasked Estep 
Score: -10459139.000000 Penalty: 5708.542480
	Iteration 32Q: 3 clusters Score -1.045914e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -10459170.000000 Penalty: 5708.542480
	Iteration 33Q: 3 clusters Score -1.045917e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 95800 members 
Entering Unmasked Estep 
Score: -10459224.000000 Penalty: 5708.542480
	Iteration 34Q: 3 clusters Score -1.045922e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -10459289.000000 Penalty: 5708.542480
	Iteration 35Q: 3 clusters Score -1.045929e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -10459322.000000 Penalty: 5708.542480
	Iteration 36Q: 3 clusters Score -1.045932e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -10459350.000000 Penalty: 5708.542480
	Iteration 37Q: 3 clusters Score -1.045935e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -10459367.000000 Penalty: 5708.542480
	Iteration 38Q: 3 clusters Score -1.045937e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -10459386.000000 Penalty: 5708.542480
	Iteration 39Q: 3 clusters Score -1.045939e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 96483 members 
Entering Unmasked Estep 
Score: -10459393.000000 Penalty: 5708.542480
	Iteration 40F: 3 clusters Score -1.045939e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -10459414.000000 Penalty: 5708.542480
	Iteration 41Q: 3 clusters Score -1.045941e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -10459430.000000 Penalty: 5708.542480
	Iteration 42Q: 3 clusters Score -1.045943e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 96704 members 
Entering Unmasked Estep 
Score: -10459416.000000 Penalty: 5708.542480
	Iteration 43Q: 3 clusters Score -1.045942e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 96770 members 
Entering Unmasked Estep 
Score: -10459453.000000 Penalty: 5708.542480
	Iteration 44Q: 3 clusters Score -1.045945e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -10459462.000000 Penalty: 5708.542480
	Iteration 45Q: 3 clusters Score -1.045946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -10459477.000000 Penalty: 5708.542480
	Iteration 46Q: 3 clusters Score -1.045948e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 96943 members 
Entering Unmasked Estep 
Score: -10459494.000000 Penalty: 5708.542480
	Iteration 47Q: 3 clusters Score -1.045949e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -10459512.000000 Penalty: 5708.542480
	Iteration 48Q: 3 clusters Score -1.045951e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -10459508.000000 Penalty: 5708.542480
	Iteration 49Q: 3 clusters Score -1.045951e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 97098 members 
Entering Unmasked Estep 
Score: -10459514.000000 Penalty: 5708.542480
	Iteration 50Q: 3 clusters Score -1.045951e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -10459521.000000 Penalty: 5708.542480
	Iteration 51Q: 3 clusters Score -1.045952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -10459529.000000 Penalty: 5708.542480
	Iteration 52Q: 3 clusters Score -1.045953e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -10459527.000000 Penalty: 5708.542480
	Iteration 53Q: 3 clusters Score -1.045953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 97207 members 
Entering Unmasked Estep 
Score: -10459533.000000 Penalty: 5708.542480
	Iteration 54Q: 3 clusters Score -1.045953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -10459524.000000 Penalty: 5708.542480
	Iteration 55Q: 3 clusters Score -1.045952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 97242 members 
Entering Unmasked Estep 
Score: -10459522.000000 Penalty: 5708.542480
	Iteration 56Q: 3 clusters Score -1.045952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 97257 members 
Entering Unmasked Estep 
Score: -10459514.000000 Penalty: 5708.542480
	Iteration 57Q: 3 clusters Score -1.045951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 97270 members 
Entering Unmasked Estep 
Score: -10459527.000000 Penalty: 5708.542480
	Iteration 58Q: 3 clusters Score -1.045953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 97279 members 
Entering Unmasked Estep 
Score: -10459528.000000 Penalty: 5708.542480
	Iteration 59Q: 3 clusters Score -1.045953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -10459517.000000 Penalty: 5708.542480
	Iteration 60F: 3 clusters Score -1.045952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -10459541.000000 Penalty: 5708.542480
	Iteration 61Q: 3 clusters Score -1.045954e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -10459536.000000 Penalty: 5708.542480
	Iteration 62Q: 3 clusters Score -1.045954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
Score: -10459537.000000 Penalty: 5708.542480
	Iteration 63Q: 3 clusters Score -1.045954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 97325 members 
Entering Unmasked Estep 
Score: -10459539.000000 Penalty: 5708.542480
	Iteration 64Q: 3 clusters Score -1.045954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 97332 members 
Entering Unmasked Estep 
Score: -10459540.000000 Penalty: 5708.542480
	Iteration 65Q: 3 clusters Score -1.045954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 97335 members 
Entering Unmasked Estep 
Score: -10459534.000000 Penalty: 5708.542480
	Iteration 66Q: 3 clusters Score -1.045953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -10459535.000000 Penalty: 5708.542480
	Iteration 67Q: 3 clusters Score -1.045954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 97348 members 
Entering Unmasked Estep 
Score: -10459534.000000 Penalty: 5708.542480
	Iteration 68Q: 3 clusters Score -1.045953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -10459546.000000 Penalty: 5708.542480
	Iteration 69Q: 3 clusters Score -1.045955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 97356 members 
Entering Unmasked Estep 
Score: -10459544.000000 Penalty: 5708.542480
	Iteration 70Q: 3 clusters Score -1.045954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 97360 members 
Entering Unmasked Estep 
Score: -10459543.000000 Penalty: 5708.542480
	Iteration 71Q: 3 clusters Score -1.045954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 97366 members 
Entering Unmasked Estep 
Score: -10459530.000000 Penalty: 5708.542480
	Iteration 72Q: 3 clusters Score -1.045953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -10459538.000000 Penalty: 5708.542480
	Iteration 73Q: 3 clusters Score -1.045954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -10459538.000000 Penalty: 5708.542480
	Iteration 74F: 3 clusters Score -1.045954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -71257.414062 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -71257.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69586.789062 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -69586.79 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69982.210938 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -69982.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70084.093750 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -70084.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70304.421875 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -70304.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70548.546875 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -70548.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70605.390625 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -70605.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70669.242188 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -70669.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70727.718750 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -70727.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -70794.953125 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -70794.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -70833.156250 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -70833.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70862.265625 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -70862.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -70883.929688 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -70883.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -70898.164062 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -70898.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70908.484375 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -70908.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -70921.046875 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -70921.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -70935.593750 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -70935.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70952.960938 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -70952.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70960.187500 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -70960.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -70962.414062 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -70962.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -70966.679688 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -70966.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -70968.234375 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -70968.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (152194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Entering Unmasked Estep 
Score: -15943028.000000 Penalty: 2959.361816
	Iteration 0F: 2 clusters Score -1.594303e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76195 members 
Mstep: Class 2 contains 75999 members 
Entering Unmasked Estep 
Score: -15841798.000000 Penalty: 5918.723633
	Iteration 0F: 3 clusters Score -1.58418e+07 nChanged 72656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -15884420.000000 Penalty: 5918.723633
	Iteration 1F: 3 clusters Score -1.588442e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79179 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -15885861.000000 Penalty: 5918.723633
	Iteration 2Q: 3 clusters Score -1.588586e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -15887520.000000 Penalty: 5918.723633
	Iteration 3Q: 3 clusters Score -1.588752e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84283 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -15890252.000000 Penalty: 5918.723633
	Iteration 4Q: 3 clusters Score -1.589025e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -15894580.000000 Penalty: 5918.723633
	Iteration 5F: 3 clusters Score -1.589458e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -15901305.000000 Penalty: 5918.723633
	Iteration 6F: 3 clusters Score -1.59013e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -15910636.000000 Penalty: 5918.723633
	Iteration 7F: 3 clusters Score -1.591064e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112557 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -15921101.000000 Penalty: 5918.723633
	Iteration 8F: 3 clusters Score -1.59211e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118077 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -15928404.000000 Penalty: 5918.723633
	Iteration 9F: 3 clusters Score -1.59284e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121239 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -15931541.000000 Penalty: 5918.723633
	Iteration 10Q: 3 clusters Score -1.593154e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123489 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -15932822.000000 Penalty: 5918.723633
	Iteration 11Q: 3 clusters Score -1.593282e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125353 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -15933604.000000 Penalty: 5918.723633
	Iteration 12Q: 3 clusters Score -1.59336e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126998 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -15934199.000000 Penalty: 5918.723633
	Iteration 13Q: 3 clusters Score -1.59342e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128480 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -15934706.000000 Penalty: 5918.723633
	Iteration 14Q: 3 clusters Score -1.593471e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129871 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -15935166.000000 Penalty: 5918.723633
	Iteration 15Q: 3 clusters Score -1.593517e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131097 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -15935531.000000 Penalty: 5918.723633
	Iteration 16Q: 3 clusters Score -1.593553e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132294 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -15935858.000000 Penalty: 5918.723633
	Iteration 17Q: 3 clusters Score -1.593586e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133460 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -15936156.000000 Penalty: 5918.723633
	Iteration 18Q: 3 clusters Score -1.593616e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134614 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -15936471.000000 Penalty: 5918.723633
	Iteration 19Q: 3 clusters Score -1.593647e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135717 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -15936876.000000 Penalty: 5918.723633
	Iteration 20F: 3 clusters Score -1.593688e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136801 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -15937239.000000 Penalty: 5918.723633
	Iteration 21Q: 3 clusters Score -1.593724e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137836 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -15937544.000000 Penalty: 5918.723633
	Iteration 22Q: 3 clusters Score -1.593754e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138839 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -15937838.000000 Penalty: 5918.723633
	Iteration 23Q: 3 clusters Score -1.593784e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139802 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -15938091.000000 Penalty: 5918.723633
	Iteration 24Q: 3 clusters Score -1.593809e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140762 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -15938404.000000 Penalty: 5918.723633
	Iteration 25Q: 3 clusters Score -1.59384e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -15938654.000000 Penalty: 5918.723633
	Iteration 26Q: 3 clusters Score -1.593865e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142477 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -15938912.000000 Penalty: 5918.723633
	Iteration 27Q: 3 clusters Score -1.593891e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -15939167.000000 Penalty: 5918.723633
	Iteration 28Q: 3 clusters Score -1.593917e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143835 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -15939272.000000 Penalty: 5918.723633
	Iteration 29Q: 3 clusters Score -1.593927e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144414 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -15939454.000000 Penalty: 5918.723633
	Iteration 30Q: 3 clusters Score -1.593945e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144935 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -15939601.000000 Penalty: 5918.723633
	Iteration 31Q: 3 clusters Score -1.59396e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145363 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -15939711.000000 Penalty: 5918.723633
	Iteration 32Q: 3 clusters Score -1.593971e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145742 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -15939809.000000 Penalty: 5918.723633
	Iteration 33Q: 3 clusters Score -1.593981e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -15939936.000000 Penalty: 5918.723633
	Iteration 34Q: 3 clusters Score -1.593994e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146426 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -15939964.000000 Penalty: 5918.723633
	Iteration 35Q: 3 clusters Score -1.593996e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146712 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -15940019.000000 Penalty: 5918.723633
	Iteration 36Q: 3 clusters Score -1.594002e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146949 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -15940112.000000 Penalty: 5918.723633
	Iteration 37Q: 3 clusters Score -1.594011e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147190 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -15940171.000000 Penalty: 5918.723633
	Iteration 38Q: 3 clusters Score -1.594017e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147420 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -15940216.000000 Penalty: 5918.723633
	Iteration 39Q: 3 clusters Score -1.594022e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147605 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -15940283.000000 Penalty: 5918.723633
	Iteration 40F: 3 clusters Score -1.594028e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -15940311.000000 Penalty: 5918.723633
	Iteration 41Q: 3 clusters Score -1.594031e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147950 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -15940338.000000 Penalty: 5918.723633
	Iteration 42Q: 3 clusters Score -1.594034e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -15940319.000000 Penalty: 5918.723633
	Iteration 43Q: 3 clusters Score -1.594032e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148233 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -15940357.000000 Penalty: 5918.723633
	Iteration 44Q: 3 clusters Score -1.594036e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148372 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -15940395.000000 Penalty: 5918.723633
	Iteration 45Q: 3 clusters Score -1.59404e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148515 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -15940424.000000 Penalty: 5918.723633
	Iteration 46Q: 3 clusters Score -1.594042e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148630 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -15940438.000000 Penalty: 5918.723633
	Iteration 47Q: 3 clusters Score -1.594044e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148739 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -15940470.000000 Penalty: 5918.723633
	Iteration 48Q: 3 clusters Score -1.594047e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148833 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -15940485.000000 Penalty: 5918.723633
	Iteration 49Q: 3 clusters Score -1.594048e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148928 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -15940522.000000 Penalty: 5918.723633
	Iteration 50Q: 3 clusters Score -1.594052e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149006 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -15940516.000000 Penalty: 5918.723633
	Iteration 51Q: 3 clusters Score -1.594052e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -15940520.000000 Penalty: 5918.723633
	Iteration 52Q: 3 clusters Score -1.594052e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149119 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -15940515.000000 Penalty: 5918.723633
	Iteration 53Q: 3 clusters Score -1.594052e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -15940526.000000 Penalty: 5918.723633
	Iteration 54Q: 3 clusters Score -1.594053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149191 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -15940542.000000 Penalty: 5918.723633
	Iteration 55Q: 3 clusters Score -1.594054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149221 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -15940544.000000 Penalty: 5918.723633
	Iteration 56Q: 3 clusters Score -1.594054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -15940555.000000 Penalty: 5918.723633
	Iteration 57Q: 3 clusters Score -1.594056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149277 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15940580.000000 Penalty: 5918.723633
	Iteration 58Q: 3 clusters Score -1.594058e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149309 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -15940610.000000 Penalty: 5918.723633
	Iteration 59Q: 3 clusters Score -1.594061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -15940597.000000 Penalty: 5918.723633
	Iteration 60F: 3 clusters Score -1.59406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149370 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -15940630.000000 Penalty: 5918.723633
	Iteration 61Q: 3 clusters Score -1.594063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -15940630.000000 Penalty: 5918.723633
	Iteration 62Q: 3 clusters Score -1.594063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149437 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -15940644.000000 Penalty: 5918.723633
	Iteration 63Q: 3 clusters Score -1.594064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -15940664.000000 Penalty: 5918.723633
	Iteration 64Q: 3 clusters Score -1.594066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149485 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -15940678.000000 Penalty: 5918.723633
	Iteration 65Q: 3 clusters Score -1.594068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -15940669.000000 Penalty: 5918.723633
	Iteration 66Q: 3 clusters Score -1.594067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149535 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15940681.000000 Penalty: 5918.723633
	Iteration 67Q: 3 clusters Score -1.594068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149558 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -15940679.000000 Penalty: 5918.723633
	Iteration 68Q: 3 clusters Score -1.594068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149585 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -15940678.000000 Penalty: 5918.723633
	Iteration 69Q: 3 clusters Score -1.594068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149610 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -15940682.000000 Penalty: 5918.723633
	Iteration 70Q: 3 clusters Score -1.594068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149630 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -15940675.000000 Penalty: 5918.723633
	Iteration 71Q: 3 clusters Score -1.594068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149647 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -15940698.000000 Penalty: 5918.723633
	Iteration 72Q: 3 clusters Score -1.59407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -15940717.000000 Penalty: 5918.723633
	Iteration 73Q: 3 clusters Score -1.594072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -15940709.000000 Penalty: 5918.723633
	Iteration 74Q: 3 clusters Score -1.594071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -15940712.000000 Penalty: 5918.723633
	Iteration 75Q: 3 clusters Score -1.594071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -15940721.000000 Penalty: 5918.723633
	Iteration 76Q: 3 clusters Score -1.594072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149707 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -15940734.000000 Penalty: 5918.723633
	Iteration 77Q: 3 clusters Score -1.594073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149715 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -15940727.000000 Penalty: 5918.723633
	Iteration 78Q: 3 clusters Score -1.594073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149726 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -15940734.000000 Penalty: 5918.723633
	Iteration 79Q: 3 clusters Score -1.594073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149741 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15940719.000000 Penalty: 5918.723633
	Iteration 80F: 3 clusters Score -1.594072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149753 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -15940727.000000 Penalty: 5918.723633
	Iteration 81Q: 3 clusters Score -1.594073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149765 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -15940737.000000 Penalty: 5918.723633
	Iteration 82Q: 3 clusters Score -1.594074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149773 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -15940722.000000 Penalty: 5918.723633
	Iteration 83Q: 3 clusters Score -1.594072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149780 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -15940723.000000 Penalty: 5918.723633
	Iteration 84Q: 3 clusters Score -1.594072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149784 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -15940725.000000 Penalty: 5918.723633
	Iteration 85Q: 3 clusters Score -1.594072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -15940718.000000 Penalty: 5918.723633
	Iteration 86Q: 3 clusters Score -1.594072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149792 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -15940730.000000 Penalty: 5918.723633
	Iteration 87Q: 3 clusters Score -1.594073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149796 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -15940741.000000 Penalty: 5918.723633
	Iteration 88Q: 3 clusters Score -1.594074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149801 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -15940737.000000 Penalty: 5918.723633
	Iteration 89Q: 3 clusters Score -1.594074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -15940734.000000 Penalty: 5918.723633
	Iteration 90Q: 3 clusters Score -1.594073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -15940741.000000 Penalty: 5918.723633
	Iteration 91Q: 3 clusters Score -1.594074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -15940746.000000 Penalty: 5918.723633
	Iteration 92Q: 3 clusters Score -1.594075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149822 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -15940743.000000 Penalty: 5918.723633
	Iteration 93Q: 3 clusters Score -1.594074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149829 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -15940757.000000 Penalty: 5918.723633
	Iteration 94Q: 3 clusters Score -1.594076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149833 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -15940746.000000 Penalty: 5918.723633
	Iteration 95Q: 3 clusters Score -1.594075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149836 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -15940747.000000 Penalty: 5918.723633
	Iteration 96Q: 3 clusters Score -1.594075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149838 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -15940748.000000 Penalty: 5918.723633
	Iteration 97Q: 3 clusters Score -1.594075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149839 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -15940746.000000 Penalty: 5918.723633
	Iteration 98Q: 3 clusters Score -1.594075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149839 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -15940746.000000 Penalty: 5918.723633
	Iteration 99F: 3 clusters Score -1.594075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Entering Unmasked Estep 
Score: -1759749.125000 Penalty: 2408.071045
	Iteration 0F: 2 clusters Score -1759749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1747909.125000 Penalty: 4816.142090
	Iteration 0F: 3 clusters Score -1747909 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1751681.625000 Penalty: 4816.142090
	Iteration 1F: 3 clusters Score -1751682 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1752055.500000 Penalty: 4816.142090
	Iteration 2F: 3 clusters Score -1752056 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1752412.125000 Penalty: 4816.142090
	Iteration 3Q: 3 clusters Score -1752412 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1752788.875000 Penalty: 4816.142090
	Iteration 4Q: 3 clusters Score -1752789 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1753204.500000 Penalty: 4816.142090
	Iteration 5Q: 3 clusters Score -1753204 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1753731.500000 Penalty: 4816.142090
	Iteration 6F: 3 clusters Score -1753732 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1754444.125000 Penalty: 4816.142090
	Iteration 7F: 3 clusters Score -1754444 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1755294.500000 Penalty: 4816.142090
	Iteration 8F: 3 clusters Score -1755294 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1756106.000000 Penalty: 4816.142090
	Iteration 9F: 3 clusters Score -1756106 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1756722.500000 Penalty: 4816.142090
	Iteration 10Q: 3 clusters Score -1756722 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1757148.125000 Penalty: 4816.142090
	Iteration 11Q: 3 clusters Score -1757148 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1757359.750000 Penalty: 4816.142090
	Iteration 12Q: 3 clusters Score -1757360 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1757492.125000 Penalty: 4816.142090
	Iteration 13Q: 3 clusters Score -1757492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1757571.125000 Penalty: 4816.142090
	Iteration 14Q: 3 clusters Score -1757571 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1757628.375000 Penalty: 4816.142090
	Iteration 15Q: 3 clusters Score -1757628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1757665.625000 Penalty: 4816.142090
	Iteration 16Q: 3 clusters Score -1757666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1757693.250000 Penalty: 4816.142090
	Iteration 17Q: 3 clusters Score -1757693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1757705.125000 Penalty: 4816.142090
	Iteration 18Q: 3 clusters Score -1757705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1757714.125000 Penalty: 4816.142090
	Iteration 19Q: 3 clusters Score -1757714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1757718.625000 Penalty: 4816.142090
	Iteration 20F: 3 clusters Score -1757719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1757722.500000 Penalty: 4816.142090
	Iteration 21Q: 3 clusters Score -1757722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1757732.125000 Penalty: 4816.142090
	Iteration 22Q: 3 clusters Score -1757732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1757736.000000 Penalty: 4816.142090
	Iteration 23Q: 3 clusters Score -1757736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1757735.125000 Penalty: 4816.142090
	Iteration 24Q: 3 clusters Score -1757735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1757735.125000 Penalty: 4816.142090
	Iteration 25F: 3 clusters Score -1757735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Entering Unmasked Estep 
Score: -2490388.750000 Penalty: 2493.705322
	Iteration 0F: 2 clusters Score -2490389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2474161.250000 Penalty: 4987.410645
	Iteration 0F: 3 clusters Score -2474161 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2479576.000000 Penalty: 4987.410645
	Iteration 1F: 3 clusters Score -2479576 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2479939.750000 Penalty: 4987.410645
	Iteration 2Q: 3 clusters Score -2479940 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2480289.500000 Penalty: 4987.410645
	Iteration 3Q: 3 clusters Score -2480290 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2480656.750000 Penalty: 4987.410645
	Iteration 4Q: 3 clusters Score -2480657 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2481106.750000 Penalty: 4987.410645
	Iteration 5Q: 3 clusters Score -2481107 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2481725.250000 Penalty: 4987.410645
	Iteration 6F: 3 clusters Score -2481725 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2482536.750000 Penalty: 4987.410645
	Iteration 7F: 3 clusters Score -2482537 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2483562.750000 Penalty: 4987.410645
	Iteration 8F: 3 clusters Score -2483563 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2484740.750000 Penalty: 4987.410645
	Iteration 9F: 3 clusters Score -2484741 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2485856.750000 Penalty: 4987.410645
	Iteration 10F: 3 clusters Score -2485857 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2486657.750000 Penalty: 4987.410645
	Iteration 11Q: 3 clusters Score -2486658 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2487220.000000 Penalty: 4987.410645
	Iteration 12Q: 3 clusters Score -2487220 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2487576.000000 Penalty: 4987.410645
	Iteration 13Q: 3 clusters Score -2487576 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2487759.750000 Penalty: 4987.410645
	Iteration 14Q: 3 clusters Score -2487760 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2487883.000000 Penalty: 4987.410645
	Iteration 15Q: 3 clusters Score -2487883 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2487979.500000 Penalty: 4987.410645
	Iteration 16Q: 3 clusters Score -2487980 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2488056.500000 Penalty: 4987.410645
	Iteration 17Q: 3 clusters Score -2488056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2488102.500000 Penalty: 4987.410645
	Iteration 18Q: 3 clusters Score -2488102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2488131.750000 Penalty: 4987.410645
	Iteration 19Q: 3 clusters Score -2488132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2488166.250000 Penalty: 4987.410645
	Iteration 20F: 3 clusters Score -2488166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2488200.250000 Penalty: 4987.410645
	Iteration 21Q: 3 clusters Score -2488200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2488225.500000 Penalty: 4987.410645
	Iteration 22Q: 3 clusters Score -2488226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2488249.000000 Penalty: 4987.410645
	Iteration 23Q: 3 clusters Score -2488249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2488264.750000 Penalty: 4987.410645
	Iteration 24Q: 3 clusters Score -2488265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2488273.000000 Penalty: 4987.410645
	Iteration 25Q: 3 clusters Score -2488273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2488279.250000 Penalty: 4987.410645
	Iteration 26Q: 3 clusters Score -2488279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2488288.500000 Penalty: 4987.410645
	Iteration 27Q: 3 clusters Score -2488288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2488293.500000 Penalty: 4987.410645
	Iteration 28Q: 3 clusters Score -2488294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2488300.500000 Penalty: 4987.410645
	Iteration 29Q: 3 clusters Score -2488300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2488303.750000 Penalty: 4987.410645
	Iteration 30Q: 3 clusters Score -2488304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2488306.750000 Penalty: 4987.410645
	Iteration 31Q: 3 clusters Score -2488307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2488303.750000 Penalty: 4987.410645
	Iteration 32Q: 3 clusters Score -2488304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2488305.000000 Penalty: 4987.410645
	Iteration 33Q: 3 clusters Score -2488305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2488307.000000 Penalty: 4987.410645
	Iteration 34Q: 3 clusters Score -2488307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2488308.250000 Penalty: 4987.410645
	Iteration 35Q: 3 clusters Score -2488308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2488308.250000 Penalty: 4987.410645
	Iteration 36Q: 3 clusters Score -2488308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2488307.750000 Penalty: 4987.410645
	Iteration 37Q: 3 clusters Score -2488308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2488307.750000 Penalty: 4987.410645
	Iteration 38F: 3 clusters Score -2488308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Entering Unmasked Estep 
Score: -2499374.000000 Penalty: 2496.080322
	Iteration 0F: 2 clusters Score -2499374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2483004.250000 Penalty: 4992.160645
	Iteration 0F: 3 clusters Score -2483004 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2488774.750000 Penalty: 4992.160645
	Iteration 1F: 3 clusters Score -2488775 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2489286.750000 Penalty: 4992.160645
	Iteration 2F: 3 clusters Score -2489287 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2489737.000000 Penalty: 4992.160645
	Iteration 3Q: 3 clusters Score -2489737 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2490200.000000 Penalty: 4992.160645
	Iteration 4Q: 3 clusters Score -2490200 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2490635.250000 Penalty: 4992.160645
	Iteration 5Q: 3 clusters Score -2490635 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2491124.000000 Penalty: 4992.160645
	Iteration 6Q: 3 clusters Score -2491124 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2491657.500000 Penalty: 4992.160645
	Iteration 7Q: 3 clusters Score -2491658 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2492243.750000 Penalty: 4992.160645
	Iteration 8Q: 3 clusters Score -2492244 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2492841.500000 Penalty: 4992.160645
	Iteration 9Q: 3 clusters Score -2492842 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2493380.000000 Penalty: 4992.160645
	Iteration 10Q: 3 clusters Score -2493380 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2493899.000000 Penalty: 4992.160645
	Iteration 11Q: 3 clusters Score -2493899 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2494351.750000 Penalty: 4992.160645
	Iteration 12Q: 3 clusters Score -2494352 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2494758.000000 Penalty: 4992.160645
	Iteration 13Q: 3 clusters Score -2494758 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2495049.500000 Penalty: 4992.160645
	Iteration 14Q: 3 clusters Score -2495050 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2495282.750000 Penalty: 4992.160645
	Iteration 15Q: 3 clusters Score -2495283 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2495457.250000 Penalty: 4992.160645
	Iteration 16Q: 3 clusters Score -2495457 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2495606.750000 Penalty: 4992.160645
	Iteration 17Q: 3 clusters Score -2495607 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2495738.750000 Penalty: 4992.160645
	Iteration 18Q: 3 clusters Score -2495739 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2495852.000000 Penalty: 4992.160645
	Iteration 19Q: 3 clusters Score -2495852 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2495970.750000 Penalty: 4992.160645
	Iteration 20F: 3 clusters Score -2495971 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2496084.750000 Penalty: 4992.160645
	Iteration 21Q: 3 clusters Score -2496085 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2496177.000000 Penalty: 4992.160645
	Iteration 22Q: 3 clusters Score -2496177 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2496252.250000 Penalty: 4992.160645
	Iteration 23Q: 3 clusters Score -2496252 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2496347.250000 Penalty: 4992.160645
	Iteration 24Q: 3 clusters Score -2496347 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2496434.000000 Penalty: 4992.160645
	Iteration 25Q: 3 clusters Score -2496434 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2496508.000000 Penalty: 4992.160645
	Iteration 26Q: 3 clusters Score -2496508 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2496608.250000 Penalty: 4992.160645
	Iteration 27Q: 3 clusters Score -2496608 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2496692.750000 Penalty: 4992.160645
	Iteration 28Q: 3 clusters Score -2496693 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2496751.750000 Penalty: 4992.160645
	Iteration 29Q: 3 clusters Score -2496752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2496824.750000 Penalty: 4992.160645
	Iteration 30Q: 3 clusters Score -2496825 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2496887.000000 Penalty: 4992.160645
	Iteration 31Q: 3 clusters Score -2496887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2496952.000000 Penalty: 4992.160645
	Iteration 32Q: 3 clusters Score -2496952 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2497004.000000 Penalty: 4992.160645
	Iteration 33Q: 3 clusters Score -2497004 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -2497040.250000 Penalty: 4992.160645
	Iteration 34Q: 3 clusters Score -2497040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2497066.250000 Penalty: 4992.160645
	Iteration 35Q: 3 clusters Score -2497066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2497090.000000 Penalty: 4992.160645
	Iteration 36Q: 3 clusters Score -2497090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2497117.250000 Penalty: 4992.160645
	Iteration 37Q: 3 clusters Score -2497117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2497141.000000 Penalty: 4992.160645
	Iteration 38Q: 3 clusters Score -2497141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2497153.000000 Penalty: 4992.160645
	Iteration 39Q: 3 clusters Score -2497153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2497165.000000 Penalty: 4992.160645
	Iteration 40F: 3 clusters Score -2497165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -2497176.000000 Penalty: 4992.160645
	Iteration 41Q: 3 clusters Score -2497176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2497185.000000 Penalty: 4992.160645
	Iteration 42Q: 3 clusters Score -2497185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2497197.250000 Penalty: 4992.160645
	Iteration 43Q: 3 clusters Score -2497197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2497200.500000 Penalty: 4992.160645
	Iteration 44Q: 3 clusters Score -2497200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2497201.500000 Penalty: 4992.160645
	Iteration 45Q: 3 clusters Score -2497202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2497201.750000 Penalty: 4992.160645
	Iteration 46Q: 3 clusters Score -2497202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2497207.500000 Penalty: 4992.160645
	Iteration 47Q: 3 clusters Score -2497208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2497211.000000 Penalty: 4992.160645
	Iteration 48Q: 3 clusters Score -2497211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2497215.500000 Penalty: 4992.160645
	Iteration 49Q: 3 clusters Score -2497216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2497216.750000 Penalty: 4992.160645
	Iteration 50Q: 3 clusters Score -2497217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2497218.000000 Penalty: 4992.160645
	Iteration 51Q: 3 clusters Score -2497218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2497223.500000 Penalty: 4992.160645
	Iteration 52Q: 3 clusters Score -2497224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2497227.250000 Penalty: 4992.160645
	Iteration 53Q: 3 clusters Score -2497227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2497231.250000 Penalty: 4992.160645
	Iteration 54Q: 3 clusters Score -2497231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2497239.500000 Penalty: 4992.160645
	Iteration 55Q: 3 clusters Score -2497240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -2497244.250000 Penalty: 4992.160645
	Iteration 56Q: 3 clusters Score -2497244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2497247.500000 Penalty: 4992.160645
	Iteration 57Q: 3 clusters Score -2497248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2497252.500000 Penalty: 4992.160645
	Iteration 58Q: 3 clusters Score -2497252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2497259.500000 Penalty: 4992.160645
	Iteration 59Q: 3 clusters Score -2497260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2497260.250000 Penalty: 4992.160645
	Iteration 60F: 3 clusters Score -2497260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2497261.250000 Penalty: 4992.160645
	Iteration 61Q: 3 clusters Score -2497261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2497267.750000 Penalty: 4992.160645
	Iteration 62Q: 3 clusters Score -2497268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2497275.750000 Penalty: 4992.160645
	Iteration 63Q: 3 clusters Score -2497276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2497276.750000 Penalty: 4992.160645
	Iteration 64Q: 3 clusters Score -2497277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2497275.500000 Penalty: 4992.160645
	Iteration 65Q: 3 clusters Score -2497276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2497282.750000 Penalty: 4992.160645
	Iteration 66Q: 3 clusters Score -2497283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2497282.250000 Penalty: 4992.160645
	Iteration 67Q: 3 clusters Score -2497282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2497282.250000 Penalty: 4992.160645
	Iteration 68F: 3 clusters Score -2497282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Entering Unmasked Estep 
Score: -3012132.750000 Penalty: 2541.442383
	Iteration 0F: 2 clusters Score -3012133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2992670.750000 Penalty: 5082.884766
	Iteration 0F: 3 clusters Score -2992671 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2999524.250000 Penalty: 5082.884766
	Iteration 1F: 3 clusters Score -2999524 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2999949.250000 Penalty: 5082.884766
	Iteration 2Q: 3 clusters Score -2999949 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3000373.500000 Penalty: 5082.884766
	Iteration 3Q: 3 clusters Score -3000374 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3000751.250000 Penalty: 5082.884766
	Iteration 4Q: 3 clusters Score -3000751 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3001130.750000 Penalty: 5082.884766
	Iteration 5Q: 3 clusters Score -3001131 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3001511.250000 Penalty: 5082.884766
	Iteration 6Q: 3 clusters Score -3001511 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3001978.250000 Penalty: 5082.884766
	Iteration 7Q: 3 clusters Score -3001978 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3002557.250000 Penalty: 5082.884766
	Iteration 8Q: 3 clusters Score -3002557 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3003327.250000 Penalty: 5082.884766
	Iteration 9Q: 3 clusters Score -3003327 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3004449.250000 Penalty: 5082.884766
	Iteration 10F: 3 clusters Score -3004449 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3005760.500000 Penalty: 5082.884766
	Iteration 11F: 3 clusters Score -3005760 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -3006892.750000 Penalty: 5082.884766
	Iteration 12F: 3 clusters Score -3006893 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -3007505.500000 Penalty: 5082.884766
	Iteration 13Q: 3 clusters Score -3007506 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3007744.250000 Penalty: 5082.884766
	Iteration 14Q: 3 clusters Score -3007744 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3007884.500000 Penalty: 5082.884766
	Iteration 15Q: 3 clusters Score -3007884 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3007971.750000 Penalty: 5082.884766
	Iteration 16Q: 3 clusters Score -3007972 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3008049.500000 Penalty: 5082.884766
	Iteration 17Q: 3 clusters Score -3008050 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -3008133.750000 Penalty: 5082.884766
	Iteration 18Q: 3 clusters Score -3008134 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3008208.000000 Penalty: 5082.884766
	Iteration 19Q: 3 clusters Score -3008208 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3008281.250000 Penalty: 5082.884766
	Iteration 20F: 3 clusters Score -3008281 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3008351.250000 Penalty: 5082.884766
	Iteration 21Q: 3 clusters Score -3008351 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3008424.750000 Penalty: 5082.884766
	Iteration 22Q: 3 clusters Score -3008425 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3008471.500000 Penalty: 5082.884766
	Iteration 23Q: 3 clusters Score -3008472 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3008529.250000 Penalty: 5082.884766
	Iteration 24Q: 3 clusters Score -3008529 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3008581.250000 Penalty: 5082.884766
	Iteration 25Q: 3 clusters Score -3008581 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3008620.000000 Penalty: 5082.884766
	Iteration 26Q: 3 clusters Score -3008620 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -3008672.250000 Penalty: 5082.884766
	Iteration 27Q: 3 clusters Score -3008672 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3008729 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3008798 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3008853 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3008902.250000 Penalty: 5082.884766
	Iteration 31Q: 3 clusters Score -3008902 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3008970.000000 Penalty: 5082.884766
	Iteration 32Q: 3 clusters Score -3008970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3009012.250000 Penalty: 5082.884766
	Iteration 33Q: 3 clusters Score -3009012 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3009076.750000 Penalty: 5082.884766
	Iteration 34Q: 3 clusters Score -3009077 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3009130.750000 Penalty: 5082.884766
	Iteration 35Q: 3 clusters Score -3009131 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3009179.000000 Penalty: 5082.884766
	Iteration 36Q: 3 clusters Score -3009179 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -3009212.000000 Penalty: 5082.884766
	Iteration 37Q: 3 clusters Score -3009212 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3009241.000000 Penalty: 5082.884766
	Iteration 38Q: 3 clusters Score -3009241 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3009276.000000 Penalty: 5082.884766
	Iteration 39Q: 3 clusters Score -3009276 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3009316.250000 Penalty: 5082.884766
	Iteration 40F: 3 clusters Score -3009316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3009364.500000 Penalty: 5082.884766
	Iteration 41Q: 3 clusters Score -3009364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -3009412.750000 Penalty: 5082.884766
	Iteration 42Q: 3 clusters Score -3009413 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3009471.000000 Penalty: 5082.884766
	Iteration 43Q: 3 clusters Score -3009471 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3009506.500000 Penalty: 5082.884766
	Iteration 44Q: 3 clusters Score -3009506 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3009545.750000 Penalty: 5082.884766
	Iteration 45Q: 3 clusters Score -3009546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3009591.000000 Penalty: 5082.884766
	Iteration 46Q: 3 clusters Score -3009591 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3009630.000000 Penalty: 5082.884766
	Iteration 47Q: 3 clusters Score -3009630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3009681.250000 Penalty: 5082.884766
	Iteration 48Q: 3 clusters Score -3009681 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3009712.750000 Penalty: 5082.884766
	Iteration 49Q: 3 clusters Score -3009713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3009741.000000 Penalty: 5082.884766
	Iteration 50Q: 3 clusters Score -3009741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3009773.750000 Penalty: 5082.884766
	Iteration 51Q: 3 clusters Score -3009774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3009795.000000 Penalty: 5082.884766
	Iteration 52Q: 3 clusters Score -3009795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3009825.250000 Penalty: 5082.884766
	Iteration 53Q: 3 clusters Score -3009825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3009851.000000 Penalty: 5082.884766
	Iteration 54Q: 3 clusters Score -3009851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3009867.000000 Penalty: 5082.884766
	Iteration 55Q: 3 clusters Score -3009867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3009878.750000 Penalty: 5082.884766
	Iteration 56Q: 3 clusters Score -3009879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3009892.250000 Penalty: 5082.884766
	Iteration 57Q: 3 clusters Score -3009892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3009904.000000 Penalty: 5082.884766
	Iteration 58Q: 3 clusters Score -3009904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3009913.750000 Penalty: 5082.884766
	Iteration 59Q: 3 clusters Score -3009914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3009929.750000 Penalty: 5082.884766
	Iteration 60F: 3 clusters Score -3009930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3009935.000000 Penalty: 5082.884766
	Iteration 61Q: 3 clusters Score -3009935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3009954.000000 Penalty: 5082.884766
	Iteration 62Q: 3 clusters Score -3009954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3009965.000000 Penalty: 5082.884766
	Iteration 63Q: 3 clusters Score -3009965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3009968.000000 Penalty: 5082.884766
	Iteration 64Q: 3 clusters Score -3009968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3009979.250000 Penalty: 5082.884766
	Iteration 65Q: 3 clusters Score -3009979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3009987.500000 Penalty: 5082.884766
	Iteration 66Q: 3 clusters Score -3009988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3009992.750000 Penalty: 5082.884766
	Iteration 67Q: 3 clusters Score -3009993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3009994.750000 Penalty: 5082.884766
	Iteration 68Q: 3 clusters Score -3009995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3010007.000000 Penalty: 5082.884766
	Iteration 69Q: 3 clusters Score -3010007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3010012.750000 Penalty: 5082.884766
	Iteration 70Q: 3 clusters Score -3010013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3010014.250000 Penalty: 5082.884766
	Iteration 71Q: 3 clusters Score -3010014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3010018.500000 Penalty: 5082.884766
	Iteration 72Q: 3 clusters Score -3010018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3010022.750000 Penalty: 5082.884766
	Iteration 73Q: 3 clusters Score -3010023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3010027.000000 Penalty: 5082.884766
	Iteration 74Q: 3 clusters Score -3010027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3010025.250000 Penalty: 5082.884766
	Iteration 75Q: 3 clusters Score -3010025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3010026.250000 Penalty: 5082.884766
	Iteration 76Q: 3 clusters Score -3010026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3010025.000000 Penalty: 5082.884766
	Iteration 77Q: 3 clusters Score -3010025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3010021.500000 Penalty: 5082.884766
	Iteration 78Q: 3 clusters Score -3010022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3010023.250000 Penalty: 5082.884766
	Iteration 79Q: 3 clusters Score -3010023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3010023.500000 Penalty: 5082.884766
	Iteration 80F: 3 clusters Score -3010024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3010022.750000 Penalty: 5082.884766
	Iteration 81Q: 3 clusters Score -3010023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3010022.750000 Penalty: 5082.884766
	Iteration 82F: 3 clusters Score -3010023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22000 members 
Entering Unmasked Estep 
Score: -2348621.500000 Penalty: 2479.701660
	Iteration 0F: 2 clusters Score -2348622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2333249.750000 Penalty: 4959.403320
	Iteration 0F: 3 clusters Score -2333250 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2338472.000000 Penalty: 4959.403320
	Iteration 1F: 3 clusters Score -2338472 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2338807.000000 Penalty: 4959.403320
	Iteration 2Q: 3 clusters Score -2338807 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2339056.250000 Penalty: 4959.403320
	Iteration 3Q: 3 clusters Score -2339056 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2339251.500000 Penalty: 4959.403320
	Iteration 4Q: 3 clusters Score -2339252 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2339456.000000 Penalty: 4959.403320
	Iteration 5Q: 3 clusters Score -2339456 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2339619.750000 Penalty: 4959.403320
	Iteration 6Q: 3 clusters Score -2339620 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2339785.000000 Penalty: 4959.403320
	Iteration 7Q: 3 clusters Score -2339785 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2339962.750000 Penalty: 4959.403320
	Iteration 8Q: 3 clusters Score -2339963 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2340189.500000 Penalty: 4959.403320
	Iteration 9Q: 3 clusters Score -2340190 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2340498.500000 Penalty: 4959.403320
	Iteration 10Q: 3 clusters Score -2340498 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2340925.750000 Penalty: 4959.403320
	Iteration 11Q: 3 clusters Score -2340926 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2341512.500000 Penalty: 4959.403320
	Iteration 12Q: 3 clusters Score -2341512 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2342240.000000 Penalty: 4959.403320
	Iteration 13Q: 3 clusters Score -2342240 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2343060.000000 Penalty: 4959.403320
	Iteration 14F: 3 clusters Score -2343060 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2343879.250000 Penalty: 4959.403320
	Iteration 15Q: 3 clusters Score -2343879 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2344580.000000 Penalty: 4959.403320
	Iteration 16Q: 3 clusters Score -2344580 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2345117.000000 Penalty: 4959.403320
	Iteration 17Q: 3 clusters Score -2345117 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2345496.000000 Penalty: 4959.403320
	Iteration 18Q: 3 clusters Score -2345496 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2345796.250000 Penalty: 4959.403320
	Iteration 19Q: 3 clusters Score -2345796 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2345983.250000 Penalty: 4959.403320
	Iteration 20F: 3 clusters Score -2345983 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2346129.750000 Penalty: 4959.403320
	Iteration 21Q: 3 clusters Score -2346130 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2346230.000000 Penalty: 4959.403320
	Iteration 22Q: 3 clusters Score -2346230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2346293.750000 Penalty: 4959.403320
	Iteration 23Q: 3 clusters Score -2346294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2346341.250000 Penalty: 4959.403320
	Iteration 24Q: 3 clusters Score -2346341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2346375.250000 Penalty: 4959.403320
	Iteration 25Q: 3 clusters Score -2346375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2346393.500000 Penalty: 4959.403320
	Iteration 26Q: 3 clusters Score -2346394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2346408.250000 Penalty: 4959.403320
	Iteration 27Q: 3 clusters Score -2346408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2346418.000000 Penalty: 4959.403320
	Iteration 28Q: 3 clusters Score -2346418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2346423.500000 Penalty: 4959.403320
	Iteration 29Q: 3 clusters Score -2346424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2346431.500000 Penalty: 4959.403320
	Iteration 30Q: 3 clusters Score -2346432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2346435.250000 Penalty: 4959.403320
	Iteration 31Q: 3 clusters Score -2346435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2346434.500000 Penalty: 4959.403320
	Iteration 32Q: 3 clusters Score -2346434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2346438.500000 Penalty: 4959.403320
	Iteration 33Q: 3 clusters Score -2346438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2346441.250000 Penalty: 4959.403320
	Iteration 34Q: 3 clusters Score -2346441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2346444.500000 Penalty: 4959.403320
	Iteration 35Q: 3 clusters Score -2346444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2346449.000000 Penalty: 4959.403320
	Iteration 36Q: 3 clusters Score -2346449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2346452.250000 Penalty: 4959.403320
	Iteration 37Q: 3 clusters Score -2346452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2346453.000000 Penalty: 4959.403320
	Iteration 38Q: 3 clusters Score -2346453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2346457.750000 Penalty: 4959.403320
	Iteration 39Q: 3 clusters Score -2346458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2346458.750000 Penalty: 4959.403320
	Iteration 40F: 3 clusters Score -2346459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2346459.000000 Penalty: 4959.403320
	Iteration 41Q: 3 clusters Score -2346459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2346460.000000 Penalty: 4959.403320
	Iteration 42Q: 3 clusters Score -2346460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2346461.250000 Penalty: 4959.403320
	Iteration 43Q: 3 clusters Score -2346461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2346461.750000 Penalty: 4959.403320
	Iteration 44Q: 3 clusters Score -2346462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2346461.750000 Penalty: 4959.403320
	Iteration 45Q: 3 clusters Score -2346462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2346461.750000 Penalty: 4959.403320
	Iteration 46F: 3 clusters Score -2346462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (209753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209753 members 
Entering Unmasked Estep 
Score: -21948738.000000 Penalty: 3038.914062
	Iteration 0F: 2 clusters Score -2.194874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 104705 members 
Entering Unmasked Estep 
Score: -21814302.000000 Penalty: 6077.828125
	Iteration 0F: 3 clusters Score -2.18143e+07 nChanged 100684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -21872648.000000 Penalty: 6077.828125
	Iteration 1F: 3 clusters Score -2.187265e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108291 members 
Mstep: Class 2 contains 101462 members 
Entering Unmasked Estep 
Score: -21873340.000000 Penalty: 6077.828125
	Iteration 2Q: 3 clusters Score -2.187334e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110572 members 
Mstep: Class 2 contains 99181 members 
Entering Unmasked Estep 
Score: -21874202.000000 Penalty: 6077.828125
	Iteration 3Q: 3 clusters Score -2.18742e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -21875120.000000 Penalty: 6077.828125
	Iteration 4Q: 3 clusters Score -2.187512e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -21876718.000000 Penalty: 6077.828125
	Iteration 5Q: 3 clusters Score -2.187672e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -21880098.000000 Penalty: 6077.828125
	Iteration 6Q: 3 clusters Score -2.18801e+07 nChanged 12657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140558 members 
Mstep: Class 2 contains 69195 members 
Entering Unmasked Estep 
Score: -21886590.000000 Penalty: 6077.828125
	Iteration 7F: 3 clusters Score -2.188659e+07 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157956 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -21899408.000000 Penalty: 6077.828125
	Iteration 8F: 3 clusters Score -2.189941e+07 nChanged 20474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178430 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -21917826.000000 Penalty: 6077.828125
	Iteration 9F: 3 clusters Score -2.191783e+07 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196174 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -21936000.000000 Penalty: 6077.828125
	Iteration 10F: 3 clusters Score -2.1936e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205724 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -21943598.000000 Penalty: 6077.828125
	Iteration 11Q: 3 clusters Score -2.19436e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208672 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21945324.000000 Penalty: 6077.828125
	Iteration 12Q: 3 clusters Score -2.194532e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209326 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21945770.000000 Penalty: 6077.828125
	Iteration 13Q: 3 clusters Score -2.194577e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209471 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21945952.000000 Penalty: 6077.828125
	Iteration 14Q: 3 clusters Score -2.194595e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209502 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21945982.000000 Penalty: 6077.828125
	Iteration 15Q: 3 clusters Score -2.194598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209512 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21946008.000000 Penalty: 6077.828125
	Iteration 16Q: 3 clusters Score -2.194601e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209524 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21946044.000000 Penalty: 6077.828125
	Iteration 17Q: 3 clusters Score -2.194604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209528 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21946058.000000 Penalty: 6077.828125
	Iteration 18Q: 3 clusters Score -2.194606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209534 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21946076.000000 Penalty: 6077.828125
	Iteration 19Q: 3 clusters Score -2.194608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209539 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21946082.000000 Penalty: 6077.828125
	Iteration 20F: 3 clusters Score -2.194608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209536 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21946098.000000 Penalty: 6077.828125
	Iteration 21Q: 3 clusters Score -2.19461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209539 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21946106.000000 Penalty: 6077.828125
	Iteration 22Q: 3 clusters Score -2.194611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209535 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21946108.000000 Penalty: 6077.828125
	Iteration 23Q: 3 clusters Score -2.194611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209536 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21946124.000000 Penalty: 6077.828125
	Iteration 24Q: 3 clusters Score -2.194612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209535 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21946118.000000 Penalty: 6077.828125
	Iteration 25Q: 3 clusters Score -2.194612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209535 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21946118.000000 Penalty: 6077.828125
	Iteration 26F: 3 clusters Score -2.194612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Entering Unmasked Estep 
Score: -3384540.500000 Penalty: 2574.363525
	Iteration 0F: 2 clusters Score -3384540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3362546.750000 Penalty: 5148.727051
	Iteration 0F: 3 clusters Score -3362547 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3370380.750000 Penalty: 5148.727051
	Iteration 1F: 3 clusters Score -3370381 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3371042.750000 Penalty: 5148.727051
	Iteration 2Q: 3 clusters Score -3371043 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3371916.750000 Penalty: 5148.727051
	Iteration 3F: 3 clusters Score -3371917 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3373140.500000 Penalty: 5148.727051
	Iteration 4F: 3 clusters Score -3373140 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3374863.250000 Penalty: 5148.727051
	Iteration 5F: 3 clusters Score -3374863 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3376958.250000 Penalty: 5148.727051
	Iteration 6F: 3 clusters Score -3376958 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3378814.250000 Penalty: 5148.727051
	Iteration 7F: 3 clusters Score -3378814 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -3380099.500000 Penalty: 5148.727051
	Iteration 8F: 3 clusters Score -3380100 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3380924.000000 Penalty: 5148.727051
	Iteration 9Q: 3 clusters Score -3380924 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3381517.750000 Penalty: 5148.727051
	Iteration 10Q: 3 clusters Score -3381518 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3382157.500000 Penalty: 5148.727051
	Iteration 11Q: 3 clusters Score -3382158 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3382647.750000 Penalty: 5148.727051
	Iteration 12Q: 3 clusters Score -3382648 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3382858.000000 Penalty: 5148.727051
	Iteration 13Q: 3 clusters Score -3382858 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3382956.750000 Penalty: 5148.727051
	Iteration 14Q: 3 clusters Score -3382957 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3382996.750000 Penalty: 5148.727051
	Iteration 15Q: 3 clusters Score -3382997 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3383026.250000 Penalty: 5148.727051
	Iteration 16Q: 3 clusters Score -3383026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -3383032.000000 Penalty: 5148.727051
	Iteration 17Q: 3 clusters Score -3383032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3383052.250000 Penalty: 5148.727051
	Iteration 18Q: 3 clusters Score -3383052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3383064.000000 Penalty: 5148.727051
	Iteration 19Q: 3 clusters Score -3383064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3383061.000000 Penalty: 5148.727051
	Iteration 20F: 3 clusters Score -3383061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3383059.500000 Penalty: 5148.727051
	Iteration 21Q: 3 clusters Score -3383060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3383060.250000 Penalty: 5148.727051
	Iteration 22Q: 3 clusters Score -3383060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3383064.000000 Penalty: 5148.727051
	Iteration 23Q: 3 clusters Score -3383064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3383061.750000 Penalty: 5148.727051
	Iteration 24Q: 3 clusters Score -3383062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -3383061.250000 Penalty: 5148.727051
	Iteration 25Q: 3 clusters Score -3383061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3383057.000000 Penalty: 5148.727051
	Iteration 26Q: 3 clusters Score -3383057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3383061.000000 Penalty: 5148.727051
	Iteration 27Q: 3 clusters Score -3383061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3383063.750000 Penalty: 5148.727051
	Iteration 28Q: 3 clusters Score -3383064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3383058.750000 Penalty: 5148.727051
	Iteration 29Q: 3 clusters Score -3383059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3383058.000000 Penalty: 5148.727051
	Iteration 30Q: 3 clusters Score -3383058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3383059.750000 Penalty: 5148.727051
	Iteration 31Q: 3 clusters Score -3383060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3383062.500000 Penalty: 5148.727051
	Iteration 32Q: 3 clusters Score -3383062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -3383057.250000 Penalty: 5148.727051
	Iteration 33Q: 3 clusters Score -3383057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3383059.750000 Penalty: 5148.727051
	Iteration 34Q: 3 clusters Score -3383060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3383060.250000 Penalty: 5148.727051
	Iteration 35Q: 3 clusters Score -3383060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3383061.000000 Penalty: 5148.727051
	Iteration 36Q: 3 clusters Score -3383061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3383061.000000 Penalty: 5148.727051
	Iteration 37F: 3 clusters Score -3383061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Entering Unmasked Estep 
Score: -512570.250000 Penalty: 2118.822754
	Iteration 0F: 2 clusters Score -512570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -507994.781250 Penalty: 4237.645508
	Iteration 0F: 3 clusters Score -507994.8 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -509165.000000 Penalty: 4237.645508
	Iteration 1F: 3 clusters Score -509165 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -509594.843750 Penalty: 4237.645508
	Iteration 2F: 3 clusters Score -509594.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -509973.000000 Penalty: 4237.645508
	Iteration 3F: 3 clusters Score -509973 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -510232.281250 Penalty: 4237.645508
	Iteration 4F: 3 clusters Score -510232.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -510451.687500 Penalty: 4237.645508
	Iteration 5F: 3 clusters Score -510451.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -510659.312500 Penalty: 4237.645508
	Iteration 6F: 3 clusters Score -510659.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -510838.687500 Penalty: 4237.645508
	Iteration 7Q: 3 clusters Score -510838.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -510973.687500 Penalty: 4237.645508
	Iteration 8Q: 3 clusters Score -510973.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -511063.062500 Penalty: 4237.645508
	Iteration 9Q: 3 clusters Score -511063.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -511125.843750 Penalty: 4237.645508
	Iteration 10Q: 3 clusters Score -511125.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -511185.218750 Penalty: 4237.645508
	Iteration 11Q: 3 clusters Score -511185.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -511221.843750 Penalty: 4237.645508
	Iteration 12Q: 3 clusters Score -511221.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -511246.812500 Penalty: 4237.645508
	Iteration 13Q: 3 clusters Score -511246.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -511263.781250 Penalty: 4237.645508
	Iteration 14Q: 3 clusters Score -511263.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -511282.312500 Penalty: 4237.645508
	Iteration 15Q: 3 clusters Score -511282.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -511298.843750 Penalty: 4237.645508
	Iteration 16Q: 3 clusters Score -511298.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -511306.531250 Penalty: 4237.645508
	Iteration 17Q: 3 clusters Score -511306.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -511313.437500 Penalty: 4237.645508
	Iteration 18Q: 3 clusters Score -511313.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -511322.250000 Penalty: 4237.645508
	Iteration 19Q: 3 clusters Score -511322.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -511331.781250 Penalty: 4237.645508
	Iteration 20F: 3 clusters Score -511331.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -511343.250000 Penalty: 4237.645508
	Iteration 21Q: 3 clusters Score -511343.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -511358.687500 Penalty: 4237.645508
	Iteration 22Q: 3 clusters Score -511358.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -511369.781250 Penalty: 4237.645508
	Iteration 23Q: 3 clusters Score -511369.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -511376.187500 Penalty: 4237.645508
	Iteration 24Q: 3 clusters Score -511376.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -511383.375000 Penalty: 4237.645508
	Iteration 25Q: 3 clusters Score -511383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -511388.281250 Penalty: 4237.645508
	Iteration 26Q: 3 clusters Score -511388.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -511393.343750 Penalty: 4237.645508
	Iteration 27Q: 3 clusters Score -511393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -511399.281250 Penalty: 4237.645508
	Iteration 28Q: 3 clusters Score -511399.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -511402.562500 Penalty: 4237.645508
	Iteration 29Q: 3 clusters Score -511402.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -511405.125000 Penalty: 4237.645508
	Iteration 30Q: 3 clusters Score -511405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -511407.468750 Penalty: 4237.645508
	Iteration 31Q: 3 clusters Score -511407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -511407.468750 Penalty: 4237.645508
	Iteration 32F: 3 clusters Score -511407.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -178202.640625 Penalty: 1882.781738
	Iteration 0F: 2 clusters Score -178202.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -175674.203125 Penalty: 3765.563477
	Iteration 0F: 3 clusters Score -175674.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -176484.109375 Penalty: 3765.563477
	Iteration 1F: 3 clusters Score -176484.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -177026.859375 Penalty: 3765.563477
	Iteration 2F: 3 clusters Score -177026.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -177461.671875 Penalty: 3765.563477
	Iteration 3F: 3 clusters Score -177461.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -177914.578125 Penalty: 3765.563477
	Iteration 4F: 3 clusters Score -177914.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -178203.734375 Penalty: 3765.563477
	Iteration 5F: 3 clusters Score -178203.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -178356.984375 Penalty: 3765.563477
	Iteration 6Q: 3 clusters Score -178357 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -178494.125000 Penalty: 3765.563477
	Iteration 7Q: 3 clusters Score -178494.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -178642.984375 Penalty: 3765.563477
	Iteration 8Q: 3 clusters Score -178643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -178748.921875 Penalty: 3765.563477
	Iteration 9Q: 3 clusters Score -178748.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -178793.234375 Penalty: 3765.563477
	Iteration 10Q: 3 clusters Score -178793.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -178825.343750 Penalty: 3765.563477
	Iteration 11Q: 3 clusters Score -178825.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -178839.281250 Penalty: 3765.563477
	Iteration 12Q: 3 clusters Score -178839.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -178845.921875 Penalty: 3765.563477
	Iteration 13Q: 3 clusters Score -178845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -178850.484375 Penalty: 3765.563477
	Iteration 14Q: 3 clusters Score -178850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -178851.750000 Penalty: 3765.563477
	Iteration 15Q: 3 clusters Score -178851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -178851.750000 Penalty: 3765.563477
	Iteration 16F: 3 clusters Score -178851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 46724 members 
Mstep: Class 4 contains 99624 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 152194 members 
Mstep: Class 7 contains 1032 members 
Mstep: Class 8 contains 16481 members 
Mstep: Class 9 contains 23278 members 
Mstep: Class 12 contains 23502 members 
Mstep: Class 15 contains 28219 members 
Mstep: Class 16 contains 22000 members 
Mstep: Class 17 contains 209753 members 
Mstep: Class 18 contains 32225 members 
Mstep: Class 22 contains 5134 members 
Mstep: Class 23 contains 950 members 
Entering Unmasked Estep 
Score: -70074616.000000 Penalty: 53300.515625
Splitting cluster 23 changes total score from -70075624.000000 to -70074616.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 46724 members 
Mstep: Class 4 contains 99624 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 152194 members 
Mstep: Class 8 contains 16481 members 
Mstep: Class 9 contains 23278 members 
Mstep: Class 12 contains 23502 members 
Mstep: Class 15 contains 28219 members 
Mstep: Class 16 contains 22000 members 
Mstep: Class 17 contains 209753 members 
Mstep: Class 18 contains 32225 members 
Mstep: Class 22 contains 5134 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075432.000000 Penalty: 49969.234375
Iteration 119Q: 16 clusters Score -7.007543e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16293 members 
Mstep: Class 3 contains 46663 members 
Mstep: Class 4 contains 98718 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 152989 members 
Mstep: Class 8 contains 16492 members 
Mstep: Class 9 contains 23263 members 
Mstep: Class 12 contains 23507 members 
Mstep: Class 15 contains 28236 members 
Mstep: Class 16 contains 22021 members 
Mstep: Class 17 contains 209859 members 
Mstep: Class 18 contains 32244 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075328.000000 Penalty: 49969.234375
Iteration 120F: 16 clusters Score -7.007533e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16288 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 97791 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 153817 members 
Mstep: Class 8 contains 16514 members 
Mstep: Class 9 contains 23261 members 
Mstep: Class 12 contains 23502 members 
Mstep: Class 15 contains 28251 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 209916 members 
Mstep: Class 18 contains 32289 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075360.000000 Penalty: 49969.234375
Iteration 121Q: 16 clusters Score -7.007536e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 16301 members 
Mstep: Class 3 contains 46556 members 
Mstep: Class 4 contains 96869 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 154700 members 
Mstep: Class 8 contains 16540 members 
Mstep: Class 9 contains 23269 members 
Mstep: Class 12 contains 23501 members 
Mstep: Class 15 contains 28241 members 
Mstep: Class 16 contains 22026 members 
Mstep: Class 17 contains 209952 members 
Mstep: Class 18 contains 32316 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075456.000000 Penalty: 49969.234375
Iteration 122Q: 16 clusters Score -7.007546e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 16306 members 
Mstep: Class 3 contains 46483 members 
Mstep: Class 4 contains 95950 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 155557 members 
Mstep: Class 8 contains 16547 members 
Mstep: Class 9 contains 23291 members 
Mstep: Class 12 contains 23499 members 
Mstep: Class 15 contains 28224 members 
Mstep: Class 16 contains 22028 members 
Mstep: Class 17 contains 210045 members 
Mstep: Class 18 contains 32338 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075416.000000 Penalty: 49969.234375
Iteration 123Q: 16 clusters Score -7.007542e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 16307 members 
Mstep: Class 3 contains 46439 members 
Mstep: Class 4 contains 94981 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 156463 members 
Mstep: Class 8 contains 16561 members 
Mstep: Class 9 contains 23301 members 
Mstep: Class 12 contains 23492 members 
Mstep: Class 15 contains 28203 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 210142 members 
Mstep: Class 18 contains 32357 members 
Mstep: Class 22 contains 5130 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075600.000000 Penalty: 49969.234375
Iteration 124Q: 16 clusters Score -7.00756e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 16310 members 
Mstep: Class 3 contains 46403 members 
Mstep: Class 4 contains 94057 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 157379 members 
Mstep: Class 8 contains 16558 members 
Mstep: Class 9 contains 23308 members 
Mstep: Class 12 contains 23489 members 
Mstep: Class 15 contains 28202 members 
Mstep: Class 16 contains 22031 members 
Mstep: Class 17 contains 210174 members 
Mstep: Class 18 contains 32353 members 
Mstep: Class 22 contains 5129 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075624.000000 Penalty: 49969.234375
Iteration 125Q: 16 clusters Score -7.007562e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 16318 members 
Mstep: Class 3 contains 46359 members 
Mstep: Class 4 contains 93152 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 158268 members 
Mstep: Class 8 contains 16567 members 
Mstep: Class 9 contains 23320 members 
Mstep: Class 12 contains 23504 members 
Mstep: Class 15 contains 28191 members 
Mstep: Class 16 contains 22041 members 
Mstep: Class 17 contains 210184 members 
Mstep: Class 18 contains 32356 members 
Mstep: Class 22 contains 5129 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075504.000000 Penalty: 49969.234375
Iteration 126Q: 16 clusters Score -7.00755e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 16326 members 
Mstep: Class 3 contains 46307 members 
Mstep: Class 4 contains 92199 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 159226 members 
Mstep: Class 8 contains 16584 members 
Mstep: Class 9 contains 23329 members 
Mstep: Class 12 contains 23521 members 
Mstep: Class 15 contains 28174 members 
Mstep: Class 16 contains 22040 members 
Mstep: Class 17 contains 210192 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 22 contains 5128 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075520.000000 Penalty: 49969.234375
Iteration 127Q: 16 clusters Score -7.007552e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 16324 members 
Mstep: Class 3 contains 46249 members 
Mstep: Class 4 contains 91269 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 160151 members 
Mstep: Class 8 contains 16597 members 
Mstep: Class 9 contains 23313 members 
Mstep: Class 12 contains 23529 members 
Mstep: Class 15 contains 28166 members 
Mstep: Class 16 contains 22048 members 
Mstep: Class 17 contains 210233 members 
Mstep: Class 18 contains 32382 members 
Mstep: Class 22 contains 5126 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075472.000000 Penalty: 49969.234375
Iteration 128Q: 16 clusters Score -7.007547e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 16314 members 
Mstep: Class 3 contains 46204 members 
Mstep: Class 4 contains 90332 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 161130 members 
Mstep: Class 8 contains 16595 members 
Mstep: Class 9 contains 23312 members 
Mstep: Class 12 contains 23538 members 
Mstep: Class 15 contains 28134 members 
Mstep: Class 16 contains 22035 members 
Mstep: Class 17 contains 210267 members 
Mstep: Class 18 contains 32395 members 
Mstep: Class 22 contains 5124 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075392.000000 Penalty: 49969.234375
Iteration 129Q: 16 clusters Score -7.007539e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 16302 members 
Mstep: Class 3 contains 46166 members 
Mstep: Class 4 contains 89332 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 162166 members 
Mstep: Class 8 contains 16596 members 
Mstep: Class 9 contains 23326 members 
Mstep: Class 12 contains 23543 members 
Mstep: Class 15 contains 28125 members 
Mstep: Class 16 contains 22030 members 
Mstep: Class 17 contains 210277 members 
Mstep: Class 18 contains 32393 members 
Mstep: Class 22 contains 5125 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70075744.000000 Penalty: 49969.234375
Iteration 130Q: 16 clusters Score -7.007574e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 16313 members 
Mstep: Class 3 contains 46130 members 
Mstep: Class 4 contains 88352 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 163240 members 
Mstep: Class 8 contains 16602 members 
Mstep: Class 9 contains 23351 members 
Mstep: Class 12 contains 23550 members 
Mstep: Class 15 contains 28106 members 
Mstep: Class 16 contains 22017 members 
Mstep: Class 17 contains 210201 members 
Mstep: Class 18 contains 32387 members 
Mstep: Class 22 contains 5125 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076136.000000 Penalty: 49969.234375
Iteration 131Q: 16 clusters Score -7.007614e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 16302 members 
Mstep: Class 3 contains 46112 members 
Mstep: Class 4 contains 87308 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 164348 members 
Mstep: Class 8 contains 16615 members 
Mstep: Class 9 contains 23365 members 
Mstep: Class 12 contains 23576 members 
Mstep: Class 15 contains 28075 members 
Mstep: Class 16 contains 22008 members 
Mstep: Class 17 contains 210140 members 
Mstep: Class 18 contains 32399 members 
Mstep: Class 22 contains 5122 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076240.000000 Penalty: 49969.234375
Iteration 132Q: 16 clusters Score -7.007624e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 16304 members 
Mstep: Class 3 contains 46102 members 
Mstep: Class 4 contains 86223 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 165495 members 
Mstep: Class 8 contains 16618 members 
Mstep: Class 9 contains 23374 members 
Mstep: Class 12 contains 23588 members 
Mstep: Class 15 contains 28049 members 
Mstep: Class 16 contains 21997 members 
Mstep: Class 17 contains 210099 members 
Mstep: Class 18 contains 32397 members 
Mstep: Class 22 contains 5119 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076256.000000 Penalty: 49969.234375
Iteration 133Q: 16 clusters Score -7.007626e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 16307 members 
Mstep: Class 3 contains 46103 members 
Mstep: Class 4 contains 85124 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 166654 members 
Mstep: Class 8 contains 16621 members 
Mstep: Class 9 contains 23405 members 
Mstep: Class 12 contains 23605 members 
Mstep: Class 15 contains 28009 members 
Mstep: Class 16 contains 21980 members 
Mstep: Class 17 contains 210052 members 
Mstep: Class 18 contains 32386 members 
Mstep: Class 22 contains 5116 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076288.000000 Penalty: 49969.234375
Iteration 134Q: 16 clusters Score -7.007629e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 16291 members 
Mstep: Class 3 contains 46103 members 
Mstep: Class 4 contains 84048 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 167819 members 
Mstep: Class 8 contains 16605 members 
Mstep: Class 9 contains 23423 members 
Mstep: Class 12 contains 23616 members 
Mstep: Class 15 contains 27977 members 
Mstep: Class 16 contains 21978 members 
Mstep: Class 17 contains 210034 members 
Mstep: Class 18 contains 32359 members 
Mstep: Class 22 contains 5114 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076312.000000 Penalty: 49969.234375
Iteration 135Q: 16 clusters Score -7.007631e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16286 members 
Mstep: Class 3 contains 46102 members 
Mstep: Class 4 contains 82980 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 168998 members 
Mstep: Class 8 contains 16602 members 
Mstep: Class 9 contains 23424 members 
Mstep: Class 12 contains 23619 members 
Mstep: Class 15 contains 27965 members 
Mstep: Class 16 contains 21982 members 
Mstep: Class 17 contains 209979 members 
Mstep: Class 18 contains 32318 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076368.000000 Penalty: 49969.234375
Iteration 136Q: 16 clusters Score -7.007637e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 16277 members 
Mstep: Class 3 contains 46104 members 
Mstep: Class 4 contains 81902 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 170181 members 
Mstep: Class 8 contains 16608 members 
Mstep: Class 9 contains 23432 members 
Mstep: Class 12 contains 23614 members 
Mstep: Class 15 contains 27949 members 
Mstep: Class 16 contains 21954 members 
Mstep: Class 17 contains 209952 members 
Mstep: Class 18 contains 32281 members 
Mstep: Class 22 contains 5112 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076600.000000 Penalty: 49969.234375
Iteration 137Q: 16 clusters Score -7.00766e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 16271 members 
Mstep: Class 3 contains 46085 members 
Mstep: Class 4 contains 80828 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 171408 members 
Mstep: Class 8 contains 16617 members 
Mstep: Class 9 contains 23439 members 
Mstep: Class 12 contains 23615 members 
Mstep: Class 15 contains 27927 members 
Mstep: Class 16 contains 21916 members 
Mstep: Class 17 contains 209923 members 
Mstep: Class 18 contains 32225 members 
Mstep: Class 22 contains 5110 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076680.000000 Penalty: 49969.234375
Iteration 138Q: 16 clusters Score -7.007668e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16261 members 
Mstep: Class 3 contains 46070 members 
Mstep: Class 4 contains 79714 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 172648 members 
Mstep: Class 8 contains 16635 members 
Mstep: Class 9 contains 23437 members 
Mstep: Class 12 contains 23597 members 
Mstep: Class 15 contains 27893 members 
Mstep: Class 16 contains 21867 members 
Mstep: Class 17 contains 209943 members 
Mstep: Class 18 contains 32191 members 
Mstep: Class 22 contains 5111 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076864.000000 Penalty: 49969.234375
Iteration 139Q: 16 clusters Score -7.007686e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 16249 members 
Mstep: Class 3 contains 46037 members 
Mstep: Class 4 contains 78551 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 173907 members 
Mstep: Class 8 contains 16664 members 
Mstep: Class 9 contains 23446 members 
Mstep: Class 12 contains 23582 members 
Mstep: Class 15 contains 27879 members 
Mstep: Class 16 contains 21834 members 
Mstep: Class 17 contains 209954 members 
Mstep: Class 18 contains 32157 members 
Mstep: Class 22 contains 5111 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077008.000000 Penalty: 49969.234375
Iteration 140F: 16 clusters Score -7.007701e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 16259 members 
Mstep: Class 3 contains 46020 members 
Mstep: Class 4 contains 77318 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 175170 members 
Mstep: Class 8 contains 16705 members 
Mstep: Class 9 contains 23442 members 
Mstep: Class 12 contains 23571 members 
Mstep: Class 15 contains 27843 members 
Mstep: Class 16 contains 21793 members 
Mstep: Class 17 contains 210019 members 
Mstep: Class 18 contains 32120 members 
Mstep: Class 22 contains 5110 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077008.000000 Penalty: 49969.234375
Iteration 141Q: 16 clusters Score -7.007701e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16249 members 
Mstep: Class 3 contains 46022 members 
Mstep: Class 4 contains 76093 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 176426 members 
Mstep: Class 8 contains 16725 members 
Mstep: Class 9 contains 23451 members 
Mstep: Class 12 contains 23547 members 
Mstep: Class 15 contains 27812 members 
Mstep: Class 16 contains 21761 members 
Mstep: Class 17 contains 210101 members 
Mstep: Class 18 contains 32076 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077032.000000 Penalty: 49969.234375
Iteration 142Q: 16 clusters Score -7.007703e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 16235 members 
Mstep: Class 3 contains 46013 members 
Mstep: Class 4 contains 74836 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 177748 members 
Mstep: Class 8 contains 16720 members 
Mstep: Class 9 contains 23447 members 
Mstep: Class 12 contains 23547 members 
Mstep: Class 15 contains 27772 members 
Mstep: Class 16 contains 21722 members 
Mstep: Class 17 contains 210208 members 
Mstep: Class 18 contains 32013 members 
Mstep: Class 22 contains 5106 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077072.000000 Penalty: 49969.234375
Iteration 143Q: 16 clusters Score -7.007707e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16236 members 
Mstep: Class 3 contains 46013 members 
Mstep: Class 4 contains 73607 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 179018 members 
Mstep: Class 8 contains 16717 members 
Mstep: Class 9 contains 23448 members 
Mstep: Class 12 contains 23539 members 
Mstep: Class 15 contains 27732 members 
Mstep: Class 16 contains 21688 members 
Mstep: Class 17 contains 210305 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 22 contains 5102 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076992.000000 Penalty: 49969.234375
Iteration 144Q: 16 clusters Score -7.007699e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 16236 members 
Mstep: Class 3 contains 46013 members 
Mstep: Class 4 contains 72323 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 180300 members 
Mstep: Class 8 contains 16725 members 
Mstep: Class 9 contains 23445 members 
Mstep: Class 12 contains 23531 members 
Mstep: Class 15 contains 27700 members 
Mstep: Class 16 contains 21660 members 
Mstep: Class 17 contains 210417 members 
Mstep: Class 18 contains 31906 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077096.000000 Penalty: 49969.234375
Iteration 145Q: 16 clusters Score -7.00771e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16224 members 
Mstep: Class 3 contains 46011 members 
Mstep: Class 4 contains 71029 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 181514 members 
Mstep: Class 8 contains 16735 members 
Mstep: Class 9 contains 23423 members 
Mstep: Class 12 contains 23541 members 
Mstep: Class 15 contains 27686 members 
Mstep: Class 16 contains 21630 members 
Mstep: Class 17 contains 210614 members 
Mstep: Class 18 contains 31844 members 
Mstep: Class 22 contains 5102 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077400.000000 Penalty: 49969.234375
Iteration 146Q: 16 clusters Score -7.00774e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 16221 members 
Mstep: Class 3 contains 46014 members 
Mstep: Class 4 contains 69746 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 182725 members 
Mstep: Class 8 contains 16733 members 
Mstep: Class 9 contains 23402 members 
Mstep: Class 12 contains 23538 members 
Mstep: Class 15 contains 27685 members 
Mstep: Class 16 contains 21605 members 
Mstep: Class 17 contains 210796 members 
Mstep: Class 18 contains 31778 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077152.000000 Penalty: 49969.234375
Iteration 147Q: 16 clusters Score -7.007715e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16217 members 
Mstep: Class 3 contains 46016 members 
Mstep: Class 4 contains 68482 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 183898 members 
Mstep: Class 8 contains 16710 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 12 contains 23548 members 
Mstep: Class 15 contains 27670 members 
Mstep: Class 16 contains 21579 members 
Mstep: Class 17 contains 211021 members 
Mstep: Class 18 contains 31707 members 
Mstep: Class 22 contains 5097 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077336.000000 Penalty: 49969.234375
Iteration 148Q: 16 clusters Score -7.007734e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 16203 members 
Mstep: Class 3 contains 46005 members 
Mstep: Class 4 contains 67272 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 184997 members 
Mstep: Class 8 contains 16684 members 
Mstep: Class 9 contains 23395 members 
Mstep: Class 12 contains 23551 members 
Mstep: Class 15 contains 27644 members 
Mstep: Class 16 contains 21547 members 
Mstep: Class 17 contains 211319 members 
Mstep: Class 18 contains 31631 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077072.000000 Penalty: 49969.234375
Iteration 149Q: 16 clusters Score -7.007707e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 16200 members 
Mstep: Class 3 contains 45983 members 
Mstep: Class 4 contains 66112 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 186095 members 
Mstep: Class 8 contains 16677 members 
Mstep: Class 9 contains 23378 members 
Mstep: Class 12 contains 23538 members 
Mstep: Class 15 contains 27627 members 
Mstep: Class 16 contains 21544 members 
Mstep: Class 17 contains 211518 members 
Mstep: Class 18 contains 31576 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077336.000000 Penalty: 49969.234375
Iteration 150Q: 16 clusters Score -7.007734e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 16179 members 
Mstep: Class 3 contains 45980 members 
Mstep: Class 4 contains 64943 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 187244 members 
Mstep: Class 8 contains 16663 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 12 contains 23522 members 
Mstep: Class 15 contains 27603 members 
Mstep: Class 16 contains 21545 members 
Mstep: Class 17 contains 211695 members 
Mstep: Class 18 contains 31518 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077552.000000 Penalty: 49969.234375
Iteration 151Q: 16 clusters Score -7.007755e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 16167 members 
Mstep: Class 3 contains 45978 members 
Mstep: Class 4 contains 63756 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 188393 members 
Mstep: Class 8 contains 16641 members 
Mstep: Class 9 contains 23332 members 
Mstep: Class 12 contains 23512 members 
Mstep: Class 15 contains 27577 members 
Mstep: Class 16 contains 21547 members 
Mstep: Class 17 contains 211868 members 
Mstep: Class 18 contains 31477 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077600.000000 Penalty: 49969.234375
Iteration 152Q: 16 clusters Score -7.00776e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 16160 members 
Mstep: Class 3 contains 45978 members 
Mstep: Class 4 contains 62582 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 189561 members 
Mstep: Class 8 contains 16625 members 
Mstep: Class 9 contains 23304 members 
Mstep: Class 12 contains 23517 members 
Mstep: Class 15 contains 27538 members 
Mstep: Class 16 contains 21530 members 
Mstep: Class 17 contains 212039 members 
Mstep: Class 18 contains 31418 members 
Mstep: Class 22 contains 5087 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077504.000000 Penalty: 49969.234375
Iteration 153Q: 16 clusters Score -7.00775e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 16148 members 
Mstep: Class 3 contains 45977 members 
Mstep: Class 4 contains 61334 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 190746 members 
Mstep: Class 8 contains 16609 members 
Mstep: Class 9 contains 23263 members 
Mstep: Class 12 contains 23519 members 
Mstep: Class 15 contains 27502 members 
Mstep: Class 16 contains 21516 members 
Mstep: Class 17 contains 212259 members 
Mstep: Class 18 contains 31382 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078032.000000 Penalty: 49969.234375
Iteration 154Q: 16 clusters Score -7.007803e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16121 members 
Mstep: Class 3 contains 45984 members 
Mstep: Class 4 contains 60031 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 191980 members 
Mstep: Class 8 contains 16584 members 
Mstep: Class 9 contains 23239 members 
Mstep: Class 12 contains 23528 members 
Mstep: Class 15 contains 27472 members 
Mstep: Class 16 contains 21506 members 
Mstep: Class 17 contains 212483 members 
Mstep: Class 18 contains 31343 members 
Mstep: Class 22 contains 5077 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078432.000000 Penalty: 49969.234375
Iteration 155Q: 16 clusters Score -7.007843e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 16096 members 
Mstep: Class 3 contains 45991 members 
Mstep: Class 4 contains 58736 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 193206 members 
Mstep: Class 8 contains 16575 members 
Mstep: Class 9 contains 23207 members 
Mstep: Class 12 contains 23525 members 
Mstep: Class 15 contains 27435 members 
Mstep: Class 16 contains 21493 members 
Mstep: Class 17 contains 212726 members 
Mstep: Class 18 contains 31289 members 
Mstep: Class 22 contains 5073 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078608.000000 Penalty: 49969.234375
Iteration 156Q: 16 clusters Score -7.007861e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 16069 members 
Mstep: Class 3 contains 46015 members 
Mstep: Class 4 contains 57390 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 194478 members 
Mstep: Class 8 contains 16550 members 
Mstep: Class 9 contains 23176 members 
Mstep: Class 12 contains 23519 members 
Mstep: Class 15 contains 27400 members 
Mstep: Class 16 contains 21471 members 
Mstep: Class 17 contains 212974 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 22 contains 5068 members 
Mstep: Class 23 contains 1982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079128.000000 Penalty: 49969.234375
Iteration 157Q: 16 clusters Score -7.007913e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16052 members 
Mstep: Class 3 contains 46047 members 
Mstep: Class 4 contains 55955 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 195848 members 
Mstep: Class 8 contains 16530 members 
Mstep: Class 9 contains 23158 members 
Mstep: Class 12 contains 23491 members 
Mstep: Class 15 contains 27358 members 
Mstep: Class 16 contains 21463 members 
Mstep: Class 17 contains 213190 members 
Mstep: Class 18 contains 31191 members 
Mstep: Class 22 contains 5064 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079200.000000 Penalty: 49969.234375
Iteration 158Q: 16 clusters Score -7.00792e+07 nChanged 2724
Entering ConstructFrom: 
Score: -70079200.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -379198.531250 Penalty: 2041.249146
	Iteration 0F: 2 clusters Score -379198.5 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 1911 members 
Entering Unmasked Estep 
Score: -375475.531250 Penalty: 4082.498291
	Iteration 0F: 3 clusters Score -375475.5 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -376262.281250 Penalty: 4082.498291
	Iteration 1F: 3 clusters Score -376262.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -376466.625000 Penalty: 4082.498291
	Iteration 2F: 3 clusters Score -376466.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -376582.937500 Penalty: 4082.498291
	Iteration 3F: 3 clusters Score -376582.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -376667.468750 Penalty: 4082.498291
	Iteration 4Q: 3 clusters Score -376667.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -376732.625000 Penalty: 4082.498291
	Iteration 5Q: 3 clusters Score -376732.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -376784.812500 Penalty: 4082.498291
	Iteration 6Q: 3 clusters Score -376784.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -376831.843750 Penalty: 4082.498291
	Iteration 7Q: 3 clusters Score -376831.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -376866.468750 Penalty: 4082.498291
	Iteration 8Q: 3 clusters Score -376866.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -376891.187500 Penalty: 4082.498291
	Iteration 9Q: 3 clusters Score -376891.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -376914.531250 Penalty: 4082.498291
	Iteration 10Q: 3 clusters Score -376914.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -376941.093750 Penalty: 4082.498291
	Iteration 11Q: 3 clusters Score -376941.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -376961.562500 Penalty: 4082.498291
	Iteration 12Q: 3 clusters Score -376961.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -376978.562500 Penalty: 4082.498291
	Iteration 13Q: 3 clusters Score -376978.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -376995.156250 Penalty: 4082.498291
	Iteration 14Q: 3 clusters Score -376995.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -377010.000000 Penalty: 4082.498291
	Iteration 15Q: 3 clusters Score -377010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -377020.656250 Penalty: 4082.498291
	Iteration 16Q: 3 clusters Score -377020.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -377031.218750 Penalty: 4082.498291
	Iteration 17Q: 3 clusters Score -377031.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -377039.531250 Penalty: 4082.498291
	Iteration 18Q: 3 clusters Score -377039.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -377046.781250 Penalty: 4082.498291
	Iteration 19Q: 3 clusters Score -377046.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -377054.500000 Penalty: 4082.498291
	Iteration 20F: 3 clusters Score -377054.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -377060.437500 Penalty: 4082.498291
	Iteration 21Q: 3 clusters Score -377060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -377063.937500 Penalty: 4082.498291
	Iteration 22Q: 3 clusters Score -377063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -377066.062500 Penalty: 4082.498291
	Iteration 23Q: 3 clusters Score -377066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -377067.500000 Penalty: 4082.498291
	Iteration 24Q: 3 clusters Score -377067.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -377069.343750 Penalty: 4082.498291
	Iteration 25Q: 3 clusters Score -377069.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -377072.125000 Penalty: 4082.498291
	Iteration 26Q: 3 clusters Score -377072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -377075.843750 Penalty: 4082.498291
	Iteration 27Q: 3 clusters Score -377075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -377079.156250 Penalty: 4082.498291
	Iteration 28Q: 3 clusters Score -377079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -377081.093750 Penalty: 4082.498291
	Iteration 29Q: 3 clusters Score -377081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -377081.968750 Penalty: 4082.498291
	Iteration 30Q: 3 clusters Score -377082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -377083.343750 Penalty: 4082.498291
	Iteration 31Q: 3 clusters Score -377083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -377086.125000 Penalty: 4082.498291
	Iteration 32Q: 3 clusters Score -377086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -377090.625000 Penalty: 4082.498291
	Iteration 33Q: 3 clusters Score -377090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -377094.343750 Penalty: 4082.498291
	Iteration 34Q: 3 clusters Score -377094.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -377098.875000 Penalty: 4082.498291
	Iteration 35Q: 3 clusters Score -377098.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -377104.187500 Penalty: 4082.498291
	Iteration 36Q: 3 clusters Score -377104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -377105.750000 Penalty: 4082.498291
	Iteration 37Q: 3 clusters Score -377105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -377106.687500 Penalty: 4082.498291
	Iteration 38Q: 3 clusters Score -377106.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -377107.468750 Penalty: 4082.498291
	Iteration 39Q: 3 clusters Score -377107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -377109.312500 Penalty: 4082.498291
	Iteration 40F: 3 clusters Score -377109.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -377110.625000 Penalty: 4082.498291
	Iteration 41Q: 3 clusters Score -377110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -377111.562500 Penalty: 4082.498291
	Iteration 42Q: 3 clusters Score -377111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -377112.562500 Penalty: 4082.498291
	Iteration 43Q: 3 clusters Score -377112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -377113.593750 Penalty: 4082.498291
	Iteration 44Q: 3 clusters Score -377113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -377114.406250 Penalty: 4082.498291
	Iteration 45Q: 3 clusters Score -377114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -377117.312500 Penalty: 4082.498291
	Iteration 46Q: 3 clusters Score -377117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -377118.343750 Penalty: 4082.498291
	Iteration 47Q: 3 clusters Score -377118.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -377120.718750 Penalty: 4082.498291
	Iteration 48Q: 3 clusters Score -377120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -377120.593750 Penalty: 4082.498291
	Iteration 49Q: 3 clusters Score -377120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -377121.500000 Penalty: 4082.498291
	Iteration 50Q: 3 clusters Score -377121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -377122.125000 Penalty: 4082.498291
	Iteration 51Q: 3 clusters Score -377122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -377123.781250 Penalty: 4082.498291
	Iteration 52Q: 3 clusters Score -377123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -377125.906250 Penalty: 4082.498291
	Iteration 53Q: 3 clusters Score -377125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -377127.281250 Penalty: 4082.498291
	Iteration 54Q: 3 clusters Score -377127.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -377127.437500 Penalty: 4082.498291
	Iteration 55Q: 3 clusters Score -377127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -377127.437500 Penalty: 4082.498291
	Iteration 56F: 3 clusters Score -377127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Entering Unmasked Estep 
Score: -1715035.750000 Penalty: 2401.560791
	Iteration 0F: 2 clusters Score -1715036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1703597.875000 Penalty: 4803.121582
	Iteration 0F: 3 clusters Score -1703598 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1707141.375000 Penalty: 4803.121582
	Iteration 1F: 3 clusters Score -1707141 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1707426.625000 Penalty: 4803.121582
	Iteration 2F: 3 clusters Score -1707427 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1707620.750000 Penalty: 4803.121582
	Iteration 3Q: 3 clusters Score -1707621 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1707769.250000 Penalty: 4803.121582
	Iteration 4Q: 3 clusters Score -1707769 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1707924.375000 Penalty: 4803.121582
	Iteration 5Q: 3 clusters Score -1707924 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1708083.750000 Penalty: 4803.121582
	Iteration 6Q: 3 clusters Score -1708084 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1708264.500000 Penalty: 4803.121582
	Iteration 7Q: 3 clusters Score -1708264 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1708503.000000 Penalty: 4803.121582
	Iteration 8Q: 3 clusters Score -1708503 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1708843.125000 Penalty: 4803.121582
	Iteration 9Q: 3 clusters Score -1708843 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1709326.625000 Penalty: 4803.121582
	Iteration 10Q: 3 clusters Score -1709327 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1709973.750000 Penalty: 4803.121582
	Iteration 11F: 3 clusters Score -1709974 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1710733.375000 Penalty: 4803.121582
	Iteration 12F: 3 clusters Score -1710733 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1711474.250000 Penalty: 4803.121582
	Iteration 13F: 3 clusters Score -1711474 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1712058.875000 Penalty: 4803.121582
	Iteration 14Q: 3 clusters Score -1712059 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1712432.500000 Penalty: 4803.121582
	Iteration 15Q: 3 clusters Score -1712432 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1712654.250000 Penalty: 4803.121582
	Iteration 16Q: 3 clusters Score -1712654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1712790.875000 Penalty: 4803.121582
	Iteration 17Q: 3 clusters Score -1712791 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1712869.250000 Penalty: 4803.121582
	Iteration 18Q: 3 clusters Score -1712869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1712906.250000 Penalty: 4803.121582
	Iteration 19Q: 3 clusters Score -1712906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1712924.500000 Penalty: 4803.121582
	Iteration 20F: 3 clusters Score -1712924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1712932.125000 Penalty: 4803.121582
	Iteration 21Q: 3 clusters Score -1712932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1712946.000000 Penalty: 4803.121582
	Iteration 22Q: 3 clusters Score -1712946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1712962.250000 Penalty: 4803.121582
	Iteration 23Q: 3 clusters Score -1712962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1712972.250000 Penalty: 4803.121582
	Iteration 24Q: 3 clusters Score -1712972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1712980.500000 Penalty: 4803.121582
	Iteration 25Q: 3 clusters Score -1712980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1712986.125000 Penalty: 4803.121582
	Iteration 26Q: 3 clusters Score -1712986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1712986.250000 Penalty: 4803.121582
	Iteration 27Q: 3 clusters Score -1712986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1712987.000000 Penalty: 4803.121582
	Iteration 28Q: 3 clusters Score -1712987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1712987.375000 Penalty: 4803.121582
	Iteration 29Q: 3 clusters Score -1712987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1712987.375000 Penalty: 4803.121582
	Iteration 30F: 3 clusters Score -1712987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Entering Unmasked Estep 
Score: -4702887.000000 Penalty: 2663.111084
	Iteration 0F: 2 clusters Score -4702887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -4671633.500000 Penalty: 5326.222168
	Iteration 0F: 3 clusters Score -4671634 nChanged 21289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4683491.000000 Penalty: 5326.222168
	Iteration 1F: 3 clusters Score -4683491 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4684037.500000 Penalty: 5326.222168
	Iteration 2Q: 3 clusters Score -4684038 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -4684469.000000 Penalty: 5326.222168
	Iteration 3Q: 3 clusters Score -4684469 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4684866.500000 Penalty: 5326.222168
	Iteration 4Q: 3 clusters Score -4684866 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4685241.000000 Penalty: 5326.222168
	Iteration 5Q: 3 clusters Score -4685241 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4685765.500000 Penalty: 5326.222168
	Iteration 6Q: 3 clusters Score -4685766 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4686445.000000 Penalty: 5326.222168
	Iteration 7Q: 3 clusters Score -4686445 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4687388.000000 Penalty: 5326.222168
	Iteration 8Q: 3 clusters Score -4687388 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4688817.000000 Penalty: 5326.222168
	Iteration 9F: 3 clusters Score -4688817 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4690831.500000 Penalty: 5326.222168
	Iteration 10F: 3 clusters Score -4690832 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -4693402.000000 Penalty: 5326.222168
	Iteration 11F: 3 clusters Score -4693402 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4696093.500000 Penalty: 5326.222168
	Iteration 12F: 3 clusters Score -4696094 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4698393.000000 Penalty: 5326.222168
	Iteration 13Q: 3 clusters Score -4698393 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4699934.000000 Penalty: 5326.222168
	Iteration 14Q: 3 clusters Score -4699934 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4700689.500000 Penalty: 5326.222168
	Iteration 15Q: 3 clusters Score -4700690 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4700974.000000 Penalty: 5326.222168
	Iteration 16Q: 3 clusters Score -4700974 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4701103.000000 Penalty: 5326.222168
	Iteration 17Q: 3 clusters Score -4701103 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4701191.000000 Penalty: 5326.222168
	Iteration 18Q: 3 clusters Score -4701191 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4701220.000000 Penalty: 5326.222168
	Iteration 19Q: 3 clusters Score -4701220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4701230.500000 Penalty: 5326.222168
	Iteration 20F: 3 clusters Score -4701230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4701244.500000 Penalty: 5326.222168
	Iteration 21Q: 3 clusters Score -4701244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4701249.500000 Penalty: 5326.222168
	Iteration 22Q: 3 clusters Score -4701250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4701260.500000 Penalty: 5326.222168
	Iteration 23Q: 3 clusters Score -4701260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4701259.500000 Penalty: 5326.222168
	Iteration 24Q: 3 clusters Score -4701260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4701263.000000 Penalty: 5326.222168
	Iteration 25Q: 3 clusters Score -4701263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4701263.500000 Penalty: 5326.222168
	Iteration 26Q: 3 clusters Score -4701264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4701257.500000 Penalty: 5326.222168
	Iteration 27Q: 3 clusters Score -4701258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4701264.000000 Penalty: 5326.222168
	Iteration 28Q: 3 clusters Score -4701264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4701262.500000 Penalty: 5326.222168
	Iteration 29Q: 3 clusters Score -4701262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4701262.500000 Penalty: 5326.222168
	Iteration 30Q: 3 clusters Score -4701262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4701263.500000 Penalty: 5326.222168
	Iteration 31Q: 3 clusters Score -4701264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4701261.500000 Penalty: 5326.222168
	Iteration 32Q: 3 clusters Score -4701262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4701267.500000 Penalty: 5326.222168
	Iteration 33Q: 3 clusters Score -4701268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4701263.500000 Penalty: 5326.222168
	Iteration 34Q: 3 clusters Score -4701264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4701263.500000 Penalty: 5326.222168
	Iteration 35F: 3 clusters Score -4701264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Entering Unmasked Estep 
Score: -5754697.500000 Penalty: 2704.303711
	Iteration 0F: 2 clusters Score -5754698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5718218.500000 Penalty: 5408.607422
	Iteration 0F: 3 clusters Score -5718218 nChanged 25212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -5732329.500000 Penalty: 5408.607422
	Iteration 1F: 3 clusters Score -5732330 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5733050.000000 Penalty: 5408.607422
	Iteration 2Q: 3 clusters Score -5733050 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -5733894.000000 Penalty: 5408.607422
	Iteration 3Q: 3 clusters Score -5733894 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5735193.000000 Penalty: 5408.607422
	Iteration 4Q: 3 clusters Score -5735193 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -5736997.500000 Penalty: 5408.607422
	Iteration 5F: 3 clusters Score -5736998 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -5739386.000000 Penalty: 5408.607422
	Iteration 6F: 3 clusters Score -5739386 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5742581.500000 Penalty: 5408.607422
	Iteration 7F: 3 clusters Score -5742582 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5745830.000000 Penalty: 5408.607422
	Iteration 8F: 3 clusters Score -5745830 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5748065.000000 Penalty: 5408.607422
	Iteration 9F: 3 clusters Score -5748065 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -5749074.500000 Penalty: 5408.607422
	Iteration 10Q: 3 clusters Score -5749074 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -5749604.500000 Penalty: 5408.607422
	Iteration 11Q: 3 clusters Score -5749604 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -5749939.500000 Penalty: 5408.607422
	Iteration 12Q: 3 clusters Score -5749940 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -5750194.500000 Penalty: 5408.607422
	Iteration 13Q: 3 clusters Score -5750194 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -5750326.500000 Penalty: 5408.607422
	Iteration 14Q: 3 clusters Score -5750326 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5750460.500000 Penalty: 5408.607422
	Iteration 15Q: 3 clusters Score -5750460 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -5750578.000000 Penalty: 5408.607422
	Iteration 16Q: 3 clusters Score -5750578 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5750699.000000 Penalty: 5408.607422
	Iteration 17Q: 3 clusters Score -5750699 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5750803.000000 Penalty: 5408.607422
	Iteration 18Q: 3 clusters Score -5750803 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -5750857.000000 Penalty: 5408.607422
	Iteration 19Q: 3 clusters Score -5750857 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -5750919.000000 Penalty: 5408.607422
	Iteration 20F: 3 clusters Score -5750919 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -5751024.000000 Penalty: 5408.607422
	Iteration 21Q: 3 clusters Score -5751024 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -5751099.000000 Penalty: 5408.607422
	Iteration 22Q: 3 clusters Score -5751099 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5751181.500000 Penalty: 5408.607422
	Iteration 23Q: 3 clusters Score -5751182 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -5751261.000000 Penalty: 5408.607422
	Iteration 24Q: 3 clusters Score -5751261 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -5751338.000000 Penalty: 5408.607422
	Iteration 25Q: 3 clusters Score -5751338 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -5751403.500000 Penalty: 5408.607422
	Iteration 26Q: 3 clusters Score -5751404 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -5751495.000000 Penalty: 5408.607422
	Iteration 27Q: 3 clusters Score -5751495 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -5751567.000000 Penalty: 5408.607422
	Iteration 28Q: 3 clusters Score -5751567 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -5751598.500000 Penalty: 5408.607422
	Iteration 29Q: 3 clusters Score -5751598 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -5751659.000000 Penalty: 5408.607422
	Iteration 30Q: 3 clusters Score -5751659 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -5751754.500000 Penalty: 5408.607422
	Iteration 31Q: 3 clusters Score -5751754 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5751804.500000 Penalty: 5408.607422
	Iteration 32Q: 3 clusters Score -5751804 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -5751871.000000 Penalty: 5408.607422
	Iteration 33Q: 3 clusters Score -5751871 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5751939.500000 Penalty: 5408.607422
	Iteration 34Q: 3 clusters Score -5751940 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -5751976.500000 Penalty: 5408.607422
	Iteration 35Q: 3 clusters Score -5751976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5752006.500000 Penalty: 5408.607422
	Iteration 36Q: 3 clusters Score -5752006 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5752053.000000 Penalty: 5408.607422
	Iteration 37Q: 3 clusters Score -5752053 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -5752117.500000 Penalty: 5408.607422
	Iteration 38Q: 3 clusters Score -5752118 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5752145.000000 Penalty: 5408.607422
	Iteration 39Q: 3 clusters Score -5752145 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -5752181.000000 Penalty: 5408.607422
	Iteration 40F: 3 clusters Score -5752181 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -5752195.500000 Penalty: 5408.607422
	Iteration 41Q: 3 clusters Score -5752196 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -5752203.000000 Penalty: 5408.607422
	Iteration 42Q: 3 clusters Score -5752203 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -5752234.500000 Penalty: 5408.607422
	Iteration 43Q: 3 clusters Score -5752234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5752274.500000 Penalty: 5408.607422
	Iteration 44Q: 3 clusters Score -5752274 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5752282.000000 Penalty: 5408.607422
	Iteration 45Q: 3 clusters Score -5752282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -5752298.500000 Penalty: 5408.607422
	Iteration 46Q: 3 clusters Score -5752298 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5752315.500000 Penalty: 5408.607422
	Iteration 47Q: 3 clusters Score -5752316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5752322.500000 Penalty: 5408.607422
	Iteration 48Q: 3 clusters Score -5752322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5752346.500000 Penalty: 5408.607422
	Iteration 49Q: 3 clusters Score -5752346 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5752360.500000 Penalty: 5408.607422
	Iteration 50Q: 3 clusters Score -5752360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -5752367.500000 Penalty: 5408.607422
	Iteration 51Q: 3 clusters Score -5752368 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5752368.000000 Penalty: 5408.607422
	Iteration 52Q: 3 clusters Score -5752368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5752371.500000 Penalty: 5408.607422
	Iteration 53Q: 3 clusters Score -5752372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5752387.000000 Penalty: 5408.607422
	Iteration 54Q: 3 clusters Score -5752387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5752384.000000 Penalty: 5408.607422
	Iteration 55Q: 3 clusters Score -5752384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -5752405.000000 Penalty: 5408.607422
	Iteration 56Q: 3 clusters Score -5752405 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5752412.500000 Penalty: 5408.607422
	Iteration 57Q: 3 clusters Score -5752412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -5752425.500000 Penalty: 5408.607422
	Iteration 58Q: 3 clusters Score -5752426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5752422.000000 Penalty: 5408.607422
	Iteration 59Q: 3 clusters Score -5752422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5752443.000000 Penalty: 5408.607422
	Iteration 60F: 3 clusters Score -5752443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -5752448.500000 Penalty: 5408.607422
	Iteration 61Q: 3 clusters Score -5752448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -5752453.500000 Penalty: 5408.607422
	Iteration 62Q: 3 clusters Score -5752454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5752472 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5752461 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5752464 nChanged 35
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Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5752472 nChanged 34
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Mstep: Class 1 contains 50744 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5752472 nChanged 29
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Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5752472 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50800 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5752472 nChanged 31
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Mstep: Class 1 contains 50831 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5752476 nChanged 35
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Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5752486 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5752475 nChanged 27
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5752503 nChanged 19
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5752500 nChanged 17
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5752502 nChanged 19
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5752504 nChanged 22
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5752512 nChanged 29
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5752506 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5752509 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5752524 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5752527 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51131 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5752524 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5752522 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5752530 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5752526 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5752520 nChanged 18
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5752530 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5752526 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51262 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5752522 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5752524 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51284 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5752522 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5752526 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5752528 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5752534 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51324 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5752545 nChanged 16
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5752542 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5752547 nChanged 37
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5752554 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5752558 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5752563 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51497 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5752574 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5752588 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5752600 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5752596 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5752605 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5752596 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5752598 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5752608 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5752611 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5752614.000000 Penalty: 5408.607422
	Iteration 110Q: 3 clusters Score -5752614 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5752623.500000 Penalty: 5408.607422
	Iteration 111Q: 3 clusters Score -5752624 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5752624 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5752632 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51792 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5752630 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5752647 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5752653 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5752648 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5752666.000000 Penalty: 5408.607422
	Iteration 118Q: 3 clusters Score -5752666 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5752654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5752656.500000 Penalty: 5408.607422
	Iteration 120F: 3 clusters Score -5752656 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5752648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5752651.500000 Penalty: 5408.607422
	Iteration 122Q: 3 clusters Score -5752652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5752659.500000 Penalty: 5408.607422
	Iteration 123Q: 3 clusters Score -5752660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5752661.000000 Penalty: 5408.607422
	Iteration 124Q: 3 clusters Score -5752661 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51914 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5752658.000000 Penalty: 5408.607422
	Iteration 125Q: 3 clusters Score -5752658 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5752660 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5752658 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5752659 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5752659 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5752662.500000 Penalty: 5408.607422
	Iteration 130Q: 3 clusters Score -5752662 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5752663.000000 Penalty: 5408.607422
	Iteration 131Q: 3 clusters Score -5752663 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51960 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5752659 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5752660 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5752657.000000 Penalty: 5408.607422
	Iteration 134Q: 3 clusters Score -5752657 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5752656.500000 Penalty: 5408.607422
	Iteration 135Q: 3 clusters Score -5752656 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5752656 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5752660 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5752662 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51980 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5752660 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51982 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5752657 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5752658 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5752658 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5752658 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5752660 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5752662 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5752662 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51998 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5752661 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52003 members 
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Entering Unmasked Estep 
Score: -5752664.500000 Penalty: 5408.607422
	Iteration 148Q: 3 clusters Score -5752664 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5752663 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5752662 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5752664 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5752664 nChanged 0
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Entering Unmasked Estep 
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	Iteration 153F: 3 clusters Score -5752664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -71257.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -69536.24 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69851.734375 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -69851.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70044.289062 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -70044.29 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70181.367188 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -70181.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70224.281250 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -70224.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70246.578125 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -70246.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70258.039062 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -70258.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70268.148438 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -70268.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70273.984375 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -70273.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70277.359375 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -70277.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70277.359375 Penalty: 3301.736328
	Iteration 10F: 3 clusters Score -70277.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197245 members 
Entering Unmasked Estep 
Score: -20596384.000000 Penalty: 3023.666016
	Iteration 0F: 2 clusters Score -2.059638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98691 members 
Mstep: Class 2 contains 98554 members 
Entering Unmasked Estep 
Score: -20466444.000000 Penalty: 6047.332031
	Iteration 0F: 3 clusters Score -2.046644e+07 nChanged 94698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -20523466.000000 Penalty: 6047.332031
	Iteration 1F: 3 clusters Score -2.052347e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -20525636.000000 Penalty: 6047.332031
	Iteration 2Q: 3 clusters Score -2.052564e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105480 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -20528722.000000 Penalty: 6047.332031
	Iteration 3Q: 3 clusters Score -2.052872e+07 nChanged 9692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -20533406.000000 Penalty: 6047.332031
	Iteration 4Q: 3 clusters Score -2.053341e+07 nChanged 11365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115857 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -20540160.000000 Penalty: 6047.332031
	Iteration 5F: 3 clusters Score -2.054016e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123288 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -20549086.000000 Penalty: 6047.332031
	Iteration 6F: 3 clusters Score -2.054909e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131123 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -20559764.000000 Penalty: 6047.332031
	Iteration 7F: 3 clusters Score -2.055976e+07 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137609 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -20568624.000000 Penalty: 6047.332031
	Iteration 8F: 3 clusters Score -2.056862e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142454 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -20573956.000000 Penalty: 6047.332031
	Iteration 9Q: 3 clusters Score -2.057396e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146402 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -20576696.000000 Penalty: 6047.332031
	Iteration 10Q: 3 clusters Score -2.05767e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -20578708.000000 Penalty: 6047.332031
	Iteration 11Q: 3 clusters Score -2.057871e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153238 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -20580600.000000 Penalty: 6047.332031
	Iteration 12Q: 3 clusters Score -2.05806e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -20582216.000000 Penalty: 6047.332031
	Iteration 13Q: 3 clusters Score -2.058222e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158781 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -20583466.000000 Penalty: 6047.332031
	Iteration 14Q: 3 clusters Score -2.058347e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161135 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -20584506.000000 Penalty: 6047.332031
	Iteration 15Q: 3 clusters Score -2.058451e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163171 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -20585330.000000 Penalty: 6047.332031
	Iteration 16Q: 3 clusters Score -2.058533e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164975 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -20586114.000000 Penalty: 6047.332031
	Iteration 17Q: 3 clusters Score -2.058611e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -20586756.000000 Penalty: 6047.332031
	Iteration 18Q: 3 clusters Score -2.058676e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168170 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -20587360.000000 Penalty: 6047.332031
	Iteration 19Q: 3 clusters Score -2.058736e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -20587814.000000 Penalty: 6047.332031
	Iteration 20F: 3 clusters Score -2.058781e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -20588156.000000 Penalty: 6047.332031
	Iteration 21Q: 3 clusters Score -2.058816e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172361 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -20588448.000000 Penalty: 6047.332031
	Iteration 22Q: 3 clusters Score -2.058845e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173659 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -20588824.000000 Penalty: 6047.332031
	Iteration 23Q: 3 clusters Score -2.058882e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174886 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -20589064.000000 Penalty: 6047.332031
	Iteration 24Q: 3 clusters Score -2.058906e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176059 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -20589244.000000 Penalty: 6047.332031
	Iteration 25Q: 3 clusters Score -2.058924e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177224 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -20589530.000000 Penalty: 6047.332031
	Iteration 26Q: 3 clusters Score -2.058953e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178311 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -20589742.000000 Penalty: 6047.332031
	Iteration 27Q: 3 clusters Score -2.058974e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179378 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -20589928.000000 Penalty: 6047.332031
	Iteration 28Q: 3 clusters Score -2.058993e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180384 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -20590256.000000 Penalty: 6047.332031
	Iteration 29Q: 3 clusters Score -2.059026e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181332 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -20590334.000000 Penalty: 6047.332031
	Iteration 30Q: 3 clusters Score -2.059033e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182263 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -20590522.000000 Penalty: 6047.332031
	Iteration 31Q: 3 clusters Score -2.059052e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183193 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -20590756.000000 Penalty: 6047.332031
	Iteration 32Q: 3 clusters Score -2.059076e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -20590938.000000 Penalty: 6047.332031
	Iteration 33Q: 3 clusters Score -2.059094e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184888 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -20591228.000000 Penalty: 6047.332031
	Iteration 34Q: 3 clusters Score -2.059123e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185693 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -20591494.000000 Penalty: 6047.332031
	Iteration 35Q: 3 clusters Score -2.059149e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186433 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -20591814.000000 Penalty: 6047.332031
	Iteration 36Q: 3 clusters Score -2.059181e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187086 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -20592038.000000 Penalty: 6047.332031
	Iteration 37Q: 3 clusters Score -2.059204e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187708 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -20592262.000000 Penalty: 6047.332031
	Iteration 38Q: 3 clusters Score -2.059226e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188269 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -20592366.000000 Penalty: 6047.332031
	Iteration 39Q: 3 clusters Score -2.059237e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188799 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -20592536.000000 Penalty: 6047.332031
	Iteration 40F: 3 clusters Score -2.059254e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189345 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -20592698.000000 Penalty: 6047.332031
	Iteration 41Q: 3 clusters Score -2.05927e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189848 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -20592838.000000 Penalty: 6047.332031
	Iteration 42Q: 3 clusters Score -2.059284e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190308 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -20592972.000000 Penalty: 6047.332031
	Iteration 43Q: 3 clusters Score -2.059297e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190727 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -20593150.000000 Penalty: 6047.332031
	Iteration 44Q: 3 clusters Score -2.059315e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191106 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -20593206.000000 Penalty: 6047.332031
	Iteration 45Q: 3 clusters Score -2.059321e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191452 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -20593330.000000 Penalty: 6047.332031
	Iteration 46Q: 3 clusters Score -2.059333e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191741 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -20593406.000000 Penalty: 6047.332031
	Iteration 47Q: 3 clusters Score -2.059341e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191996 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -20593494.000000 Penalty: 6047.332031
	Iteration 48Q: 3 clusters Score -2.059349e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192234 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -20593612.000000 Penalty: 6047.332031
	Iteration 49Q: 3 clusters Score -2.059361e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192464 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -20593696.000000 Penalty: 6047.332031
	Iteration 50Q: 3 clusters Score -2.05937e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192671 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -20593730.000000 Penalty: 6047.332031
	Iteration 51Q: 3 clusters Score -2.059373e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192862 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -20593782.000000 Penalty: 6047.332031
	Iteration 52Q: 3 clusters Score -2.059378e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193001 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -20593788.000000 Penalty: 6047.332031
	Iteration 53Q: 3 clusters Score -2.059379e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193115 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -20593842.000000 Penalty: 6047.332031
	Iteration 54Q: 3 clusters Score -2.059384e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193226 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -20593836.000000 Penalty: 6047.332031
	Iteration 55Q: 3 clusters Score -2.059384e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193340 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -20593884.000000 Penalty: 6047.332031
	Iteration 56Q: 3 clusters Score -2.059388e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193435 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -20593924.000000 Penalty: 6047.332031
	Iteration 57Q: 3 clusters Score -2.059392e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193532 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -20593936.000000 Penalty: 6047.332031
	Iteration 58Q: 3 clusters Score -2.059394e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193620 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20593952.000000 Penalty: 6047.332031
	Iteration 59Q: 3 clusters Score -2.059395e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193691 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -20593950.000000 Penalty: 6047.332031
	Iteration 60F: 3 clusters Score -2.059395e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193753 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -20593982.000000 Penalty: 6047.332031
	Iteration 61Q: 3 clusters Score -2.059398e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193821 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -20594002.000000 Penalty: 6047.332031
	Iteration 62Q: 3 clusters Score -2.0594e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193882 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -20594034.000000 Penalty: 6047.332031
	Iteration 63Q: 3 clusters Score -2.059403e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193932 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -20594092.000000 Penalty: 6047.332031
	Iteration 64Q: 3 clusters Score -2.059409e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193979 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -20594104.000000 Penalty: 6047.332031
	Iteration 65Q: 3 clusters Score -2.05941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194018 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -20594120.000000 Penalty: 6047.332031
	Iteration 66Q: 3 clusters Score -2.059412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194044 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -20594132.000000 Penalty: 6047.332031
	Iteration 67Q: 3 clusters Score -2.059413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194066 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -20594142.000000 Penalty: 6047.332031
	Iteration 68Q: 3 clusters Score -2.059414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194092 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -20594144.000000 Penalty: 6047.332031
	Iteration 69Q: 3 clusters Score -2.059414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194122 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -20594146.000000 Penalty: 6047.332031
	Iteration 70Q: 3 clusters Score -2.059415e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194150 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -20594162.000000 Penalty: 6047.332031
	Iteration 71Q: 3 clusters Score -2.059416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194173 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -20594194.000000 Penalty: 6047.332031
	Iteration 72Q: 3 clusters Score -2.059419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194193 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -20594174.000000 Penalty: 6047.332031
	Iteration 73Q: 3 clusters Score -2.059417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194211 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -20594200.000000 Penalty: 6047.332031
	Iteration 74Q: 3 clusters Score -2.05942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194228 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -20594190.000000 Penalty: 6047.332031
	Iteration 75Q: 3 clusters Score -2.059419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194255 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -20594200.000000 Penalty: 6047.332031
	Iteration 76Q: 3 clusters Score -2.05942e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194276 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -20594214.000000 Penalty: 6047.332031
	Iteration 77Q: 3 clusters Score -2.059421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194295 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -20594204.000000 Penalty: 6047.332031
	Iteration 78Q: 3 clusters Score -2.05942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194309 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -20594192.000000 Penalty: 6047.332031
	Iteration 79Q: 3 clusters Score -2.059419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194323 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -20594198.000000 Penalty: 6047.332031
	Iteration 80F: 3 clusters Score -2.05942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194337 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -20594198.000000 Penalty: 6047.332031
	Iteration 81Q: 3 clusters Score -2.05942e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194356 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -20594178.000000 Penalty: 6047.332031
	Iteration 82Q: 3 clusters Score -2.059418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194370 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -20594178.000000 Penalty: 6047.332031
	Iteration 83Q: 3 clusters Score -2.059418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194381 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -20594170.000000 Penalty: 6047.332031
	Iteration 84Q: 3 clusters Score -2.059417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194391 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -20594176.000000 Penalty: 6047.332031
	Iteration 85Q: 3 clusters Score -2.059418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194401 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -20594190.000000 Penalty: 6047.332031
	Iteration 86Q: 3 clusters Score -2.059419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194412 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -20594202.000000 Penalty: 6047.332031
	Iteration 87Q: 3 clusters Score -2.05942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194422 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -20594200.000000 Penalty: 6047.332031
	Iteration 88Q: 3 clusters Score -2.05942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194433 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -20594202.000000 Penalty: 6047.332031
	Iteration 89Q: 3 clusters Score -2.05942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194447 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -20594194.000000 Penalty: 6047.332031
	Iteration 90Q: 3 clusters Score -2.059419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194461 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -20594194.000000 Penalty: 6047.332031
	Iteration 91Q: 3 clusters Score -2.059419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194473 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -20594190.000000 Penalty: 6047.332031
	Iteration 92Q: 3 clusters Score -2.059419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194481 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -20594176.000000 Penalty: 6047.332031
	Iteration 93Q: 3 clusters Score -2.059418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194490 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -20594188.000000 Penalty: 6047.332031
	Iteration 94Q: 3 clusters Score -2.059419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194500 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -20594198.000000 Penalty: 6047.332031
	Iteration 95Q: 3 clusters Score -2.05942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194520 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -20594200.000000 Penalty: 6047.332031
	Iteration 96Q: 3 clusters Score -2.05942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194540 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -20594190.000000 Penalty: 6047.332031
	Iteration 97Q: 3 clusters Score -2.059419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194557 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -20594174.000000 Penalty: 6047.332031
	Iteration 98Q: 3 clusters Score -2.059417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194573 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -20594192.000000 Penalty: 6047.332031
	Iteration 99Q: 3 clusters Score -2.059419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194586 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20594180.000000 Penalty: 6047.332031
	Iteration 100F: 3 clusters Score -2.059418e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194597 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -20594158.000000 Penalty: 6047.332031
	Iteration 101Q: 3 clusters Score -2.059416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194606 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -20594180.000000 Penalty: 6047.332031
	Iteration 102Q: 3 clusters Score -2.059418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194620 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -20594206.000000 Penalty: 6047.332031
	Iteration 103Q: 3 clusters Score -2.059421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194634 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -20594200.000000 Penalty: 6047.332031
	Iteration 104Q: 3 clusters Score -2.05942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194646 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -20594186.000000 Penalty: 6047.332031
	Iteration 105Q: 3 clusters Score -2.059419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194662 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -20594198.000000 Penalty: 6047.332031
	Iteration 106Q: 3 clusters Score -2.05942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194680 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20594212.000000 Penalty: 6047.332031
	Iteration 107Q: 3 clusters Score -2.059421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194697 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -20594236.000000 Penalty: 6047.332031
	Iteration 108Q: 3 clusters Score -2.059424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194714 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -20594266.000000 Penalty: 6047.332031
	Iteration 109Q: 3 clusters Score -2.059427e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194731 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -20594282.000000 Penalty: 6047.332031
	Iteration 110Q: 3 clusters Score -2.059428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194745 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -20594284.000000 Penalty: 6047.332031
	Iteration 111Q: 3 clusters Score -2.059428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194758 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -20594296.000000 Penalty: 6047.332031
	Iteration 112Q: 3 clusters Score -2.05943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194773 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -20594290.000000 Penalty: 6047.332031
	Iteration 113Q: 3 clusters Score -2.059429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194788 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20594290.000000 Penalty: 6047.332031
	Iteration 114Q: 3 clusters Score -2.059429e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194810 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20594330.000000 Penalty: 6047.332031
	Iteration 115Q: 3 clusters Score -2.059433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194836 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -20594310.000000 Penalty: 6047.332031
	Iteration 116Q: 3 clusters Score -2.059431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194854 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -20594332.000000 Penalty: 6047.332031
	Iteration 117Q: 3 clusters Score -2.059433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194869 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -20594332.000000 Penalty: 6047.332031
	Iteration 118Q: 3 clusters Score -2.059433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194877 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -20594308.000000 Penalty: 6047.332031
	Iteration 119Q: 3 clusters Score -2.059431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194889 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -20594310.000000 Penalty: 6047.332031
	Iteration 120F: 3 clusters Score -2.059431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194896 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -20594314.000000 Penalty: 6047.332031
	Iteration 121Q: 3 clusters Score -2.059431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194902 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -20594314.000000 Penalty: 6047.332031
	Iteration 122Q: 3 clusters Score -2.059431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194910 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20594310.000000 Penalty: 6047.332031
	Iteration 123Q: 3 clusters Score -2.059431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194920 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -20594312.000000 Penalty: 6047.332031
	Iteration 124Q: 3 clusters Score -2.059431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194927 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -20594300.000000 Penalty: 6047.332031
	Iteration 125Q: 3 clusters Score -2.05943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194932 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -20594300.000000 Penalty: 6047.332031
	Iteration 126Q: 3 clusters Score -2.05943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194935 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -20594304.000000 Penalty: 6047.332031
	Iteration 127Q: 3 clusters Score -2.05943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194938 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -20594304.000000 Penalty: 6047.332031
	Iteration 128Q: 3 clusters Score -2.05943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194941 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -20594306.000000 Penalty: 6047.332031
	Iteration 129Q: 3 clusters Score -2.059431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194942 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -20594308.000000 Penalty: 6047.332031
	Iteration 130Q: 3 clusters Score -2.059431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194944 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -20594306.000000 Penalty: 6047.332031
	Iteration 131Q: 3 clusters Score -2.059431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194947 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20594310.000000 Penalty: 6047.332031
	Iteration 132Q: 3 clusters Score -2.059431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194950 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -20594298.000000 Penalty: 6047.332031
	Iteration 133Q: 3 clusters Score -2.05943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194949 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -20594298.000000 Penalty: 6047.332031
	Iteration 134Q: 3 clusters Score -2.05943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194949 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -20594298.000000 Penalty: 6047.332031
	Iteration 135F: 3 clusters Score -2.05943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Entering Unmasked Estep 
Score: -1761961.250000 Penalty: 2408.386719
	Iteration 0F: 2 clusters Score -1761961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1750130.250000 Penalty: 4816.773438
	Iteration 0F: 3 clusters Score -1750130 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1753948.000000 Penalty: 4816.773438
	Iteration 1F: 3 clusters Score -1753948 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1754310.250000 Penalty: 4816.773438
	Iteration 2F: 3 clusters Score -1754310 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1754561.875000 Penalty: 4816.773438
	Iteration 3Q: 3 clusters Score -1754562 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1754777.625000 Penalty: 4816.773438
	Iteration 4Q: 3 clusters Score -1754778 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1754977.500000 Penalty: 4816.773438
	Iteration 5Q: 3 clusters Score -1754978 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1755170.250000 Penalty: 4816.773438
	Iteration 6Q: 3 clusters Score -1755170 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1755372.625000 Penalty: 4816.773438
	Iteration 7Q: 3 clusters Score -1755373 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1755620.000000 Penalty: 4816.773438
	Iteration 8Q: 3 clusters Score -1755620 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1755956.375000 Penalty: 4816.773438
	Iteration 9Q: 3 clusters Score -1755956 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1756401.250000 Penalty: 4816.773438
	Iteration 10Q: 3 clusters Score -1756401 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1756948.125000 Penalty: 4816.773438
	Iteration 11Q: 3 clusters Score -1756948 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1757590.375000 Penalty: 4816.773438
	Iteration 12F: 3 clusters Score -1757590 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1758260.500000 Penalty: 4816.773438
	Iteration 13F: 3 clusters Score -1758260 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1758731.250000 Penalty: 4816.773438
	Iteration 14Q: 3 clusters Score -1758731 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1759013.750000 Penalty: 4816.773438
	Iteration 15Q: 3 clusters Score -1759014 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1759185.500000 Penalty: 4816.773438
	Iteration 16Q: 3 clusters Score -1759186 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1759282.750000 Penalty: 4816.773438
	Iteration 17Q: 3 clusters Score -1759283 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1759372.125000 Penalty: 4816.773438
	Iteration 18Q: 3 clusters Score -1759372 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1759448.875000 Penalty: 4816.773438
	Iteration 19Q: 3 clusters Score -1759449 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1759515.750000 Penalty: 4816.773438
	Iteration 20F: 3 clusters Score -1759516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1759572.625000 Penalty: 4816.773438
	Iteration 21Q: 3 clusters Score -1759573 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1759620.875000 Penalty: 4816.773438
	Iteration 22Q: 3 clusters Score -1759621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1759656.125000 Penalty: 4816.773438
	Iteration 23Q: 3 clusters Score -1759656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1759686.125000 Penalty: 4816.773438
	Iteration 24Q: 3 clusters Score -1759686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1759715.875000 Penalty: 4816.773438
	Iteration 25Q: 3 clusters Score -1759716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1759744.125000 Penalty: 4816.773438
	Iteration 26Q: 3 clusters Score -1759744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1759762.375000 Penalty: 4816.773438
	Iteration 27Q: 3 clusters Score -1759762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1759782.625000 Penalty: 4816.773438
	Iteration 28Q: 3 clusters Score -1759783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1759798.875000 Penalty: 4816.773438
	Iteration 29Q: 3 clusters Score -1759799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1759807.250000 Penalty: 4816.773438
	Iteration 30Q: 3 clusters Score -1759807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1759825.000000 Penalty: 4816.773438
	Iteration 31Q: 3 clusters Score -1759825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1759833.250000 Penalty: 4816.773438
	Iteration 32Q: 3 clusters Score -1759833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1759846.875000 Penalty: 4816.773438
	Iteration 33Q: 3 clusters Score -1759847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1759865.375000 Penalty: 4816.773438
	Iteration 34Q: 3 clusters Score -1759865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1759874.625000 Penalty: 4816.773438
	Iteration 35Q: 3 clusters Score -1759875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1759882.250000 Penalty: 4816.773438
	Iteration 36Q: 3 clusters Score -1759882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1759889.625000 Penalty: 4816.773438
	Iteration 37Q: 3 clusters Score -1759890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1759895.000000 Penalty: 4816.773438
	Iteration 38Q: 3 clusters Score -1759895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1759905.375000 Penalty: 4816.773438
	Iteration 39Q: 3 clusters Score -1759905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1759913.125000 Penalty: 4816.773438
	Iteration 40F: 3 clusters Score -1759913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1759930.250000 Penalty: 4816.773438
	Iteration 41Q: 3 clusters Score -1759930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1759940.125000 Penalty: 4816.773438
	Iteration 42Q: 3 clusters Score -1759940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1759954.875000 Penalty: 4816.773438
	Iteration 43Q: 3 clusters Score -1759955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1759967.250000 Penalty: 4816.773438
	Iteration 44Q: 3 clusters Score -1759967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1759984.625000 Penalty: 4816.773438
	Iteration 45Q: 3 clusters Score -1759985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1760000.625000 Penalty: 4816.773438
	Iteration 46Q: 3 clusters Score -1760001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1760014.250000 Penalty: 4816.773438
	Iteration 47Q: 3 clusters Score -1760014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1760025.500000 Penalty: 4816.773438
	Iteration 48Q: 3 clusters Score -1760026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1760036.125000 Penalty: 4816.773438
	Iteration 49Q: 3 clusters Score -1760036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1760050.000000 Penalty: 4816.773438
	Iteration 50Q: 3 clusters Score -1760050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1760058.750000 Penalty: 4816.773438
	Iteration 51Q: 3 clusters Score -1760059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1760068.875000 Penalty: 4816.773438
	Iteration 52Q: 3 clusters Score -1760069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1760083.000000 Penalty: 4816.773438
	Iteration 53Q: 3 clusters Score -1760083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1760089.750000 Penalty: 4816.773438
	Iteration 54Q: 3 clusters Score -1760090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1760101.750000 Penalty: 4816.773438
	Iteration 55Q: 3 clusters Score -1760102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1760108.250000 Penalty: 4816.773438
	Iteration 56Q: 3 clusters Score -1760108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1760112.250000 Penalty: 4816.773438
	Iteration 57Q: 3 clusters Score -1760112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1760117.125000 Penalty: 4816.773438
	Iteration 58Q: 3 clusters Score -1760117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1760124.125000 Penalty: 4816.773438
	Iteration 59Q: 3 clusters Score -1760124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1760133.250000 Penalty: 4816.773438
	Iteration 60F: 3 clusters Score -1760133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1760133.875000 Penalty: 4816.773438
	Iteration 61Q: 3 clusters Score -1760134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1760144.875000 Penalty: 4816.773438
	Iteration 62Q: 3 clusters Score -1760145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1760147.000000 Penalty: 4816.773438
	Iteration 63Q: 3 clusters Score -1760147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1760151.500000 Penalty: 4816.773438
	Iteration 64Q: 3 clusters Score -1760152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1760151.250000 Penalty: 4816.773438
	Iteration 65Q: 3 clusters Score -1760151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1760154.500000 Penalty: 4816.773438
	Iteration 66Q: 3 clusters Score -1760154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1760162.875000 Penalty: 4816.773438
	Iteration 67Q: 3 clusters Score -1760163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1760172.125000 Penalty: 4816.773438
	Iteration 68Q: 3 clusters Score -1760172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1760183.750000 Penalty: 4816.773438
	Iteration 69Q: 3 clusters Score -1760184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1760188.750000 Penalty: 4816.773438
	Iteration 70Q: 3 clusters Score -1760189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1760199.125000 Penalty: 4816.773438
	Iteration 71Q: 3 clusters Score -1760199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1760205.375000 Penalty: 4816.773438
	Iteration 72Q: 3 clusters Score -1760205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1760208.625000 Penalty: 4816.773438
	Iteration 73Q: 3 clusters Score -1760209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1760209.625000 Penalty: 4816.773438
	Iteration 74Q: 3 clusters Score -1760210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1760210.000000 Penalty: 4816.773438
	Iteration 75Q: 3 clusters Score -1760210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1760212.500000 Penalty: 4816.773438
	Iteration 76Q: 3 clusters Score -1760212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1760213.250000 Penalty: 4816.773438
	Iteration 77Q: 3 clusters Score -1760213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1760215.000000 Penalty: 4816.773438
	Iteration 78Q: 3 clusters Score -1760215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1760219.625000 Penalty: 4816.773438
	Iteration 79Q: 3 clusters Score -1760220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1760221.250000 Penalty: 4816.773438
	Iteration 80F: 3 clusters Score -1760221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1760226.250000 Penalty: 4816.773438
	Iteration 81Q: 3 clusters Score -1760226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1760232.125000 Penalty: 4816.773438
	Iteration 82Q: 3 clusters Score -1760232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1760236.125000 Penalty: 4816.773438
	Iteration 83Q: 3 clusters Score -1760236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1760242.750000 Penalty: 4816.773438
	Iteration 84Q: 3 clusters Score -1760243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1760244.750000 Penalty: 4816.773438
	Iteration 85Q: 3 clusters Score -1760245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1760246.625000 Penalty: 4816.773438
	Iteration 86Q: 3 clusters Score -1760247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1760245.625000 Penalty: 4816.773438
	Iteration 87Q: 3 clusters Score -1760246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1760247.375000 Penalty: 4816.773438
	Iteration 88Q: 3 clusters Score -1760247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1760247.375000 Penalty: 4816.773438
	Iteration 89Q: 3 clusters Score -1760247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1760247.625000 Penalty: 4816.773438
	Iteration 90Q: 3 clusters Score -1760248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1760249.750000 Penalty: 4816.773438
	Iteration 91Q: 3 clusters Score -1760250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1760249.750000 Penalty: 4816.773438
	Iteration 92Q: 3 clusters Score -1760250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1760252.750000 Penalty: 4816.773438
	Iteration 93Q: 3 clusters Score -1760253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1760252.750000 Penalty: 4816.773438
	Iteration 94Q: 3 clusters Score -1760253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1760253.500000 Penalty: 4816.773438
	Iteration 95Q: 3 clusters Score -1760254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1760252.875000 Penalty: 4816.773438
	Iteration 96Q: 3 clusters Score -1760253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1760251.250000 Penalty: 4816.773438
	Iteration 97Q: 3 clusters Score -1760251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1760249.875000 Penalty: 4816.773438
	Iteration 98Q: 3 clusters Score -1760250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1760254.750000 Penalty: 4816.773438
	Iteration 99Q: 3 clusters Score -1760255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1760251.250000 Penalty: 4816.773438
	Iteration 100F: 3 clusters Score -1760251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1760255.250000 Penalty: 4816.773438
	Iteration 101Q: 3 clusters Score -1760255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1760259.000000 Penalty: 4816.773438
	Iteration 102Q: 3 clusters Score -1760259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1760259.750000 Penalty: 4816.773438
	Iteration 103Q: 3 clusters Score -1760260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1760265.125000 Penalty: 4816.773438
	Iteration 104Q: 3 clusters Score -1760265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1760264.750000 Penalty: 4816.773438
	Iteration 105Q: 3 clusters Score -1760265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1760262.875000 Penalty: 4816.773438
	Iteration 106Q: 3 clusters Score -1760263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1760264.625000 Penalty: 4816.773438
	Iteration 107Q: 3 clusters Score -1760265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1760264.625000 Penalty: 4816.773438
	Iteration 108F: 3 clusters Score -1760265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Entering Unmasked Estep 
Score: -2476677.000000 Penalty: 2492.219971
	Iteration 0F: 2 clusters Score -2476677 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 11583 members 
Entering Unmasked Estep 
Score: -2460524.750000 Penalty: 4984.439941
	Iteration 0F: 3 clusters Score -2460525 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2465984.750000 Penalty: 4984.439941
	Iteration 1F: 3 clusters Score -2465985 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2466389.000000 Penalty: 4984.439941
	Iteration 2F: 3 clusters Score -2466389 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2466689.750000 Penalty: 4984.439941
	Iteration 3Q: 3 clusters Score -2466690 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2466979.500000 Penalty: 4984.439941
	Iteration 4Q: 3 clusters Score -2466980 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2467237.250000 Penalty: 4984.439941
	Iteration 5Q: 3 clusters Score -2467237 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2467512.250000 Penalty: 4984.439941
	Iteration 6Q: 3 clusters Score -2467512 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2467777.500000 Penalty: 4984.439941
	Iteration 7Q: 3 clusters Score -2467778 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2468103.500000 Penalty: 4984.439941
	Iteration 8Q: 3 clusters Score -2468104 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2468498.750000 Penalty: 4984.439941
	Iteration 9Q: 3 clusters Score -2468499 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2469074.000000 Penalty: 4984.439941
	Iteration 10Q: 3 clusters Score -2469074 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2469705.750000 Penalty: 4984.439941
	Iteration 11Q: 3 clusters Score -2469706 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2470398.250000 Penalty: 4984.439941
	Iteration 12Q: 3 clusters Score -2470398 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2471070.250000 Penalty: 4984.439941
	Iteration 13Q: 3 clusters Score -2471070 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2471573.500000 Penalty: 4984.439941
	Iteration 14Q: 3 clusters Score -2471574 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2471920.750000 Penalty: 4984.439941
	Iteration 15Q: 3 clusters Score -2471921 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2472139.000000 Penalty: 4984.439941
	Iteration 16Q: 3 clusters Score -2472139 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2472266.000000 Penalty: 4984.439941
	Iteration 17Q: 3 clusters Score -2472266 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2472350.250000 Penalty: 4984.439941
	Iteration 18Q: 3 clusters Score -2472350 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2472425.250000 Penalty: 4984.439941
	Iteration 19Q: 3 clusters Score -2472425 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2472478.250000 Penalty: 4984.439941
	Iteration 20F: 3 clusters Score -2472478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2472539.250000 Penalty: 4984.439941
	Iteration 21Q: 3 clusters Score -2472539 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2472592.500000 Penalty: 4984.439941
	Iteration 22Q: 3 clusters Score -2472592 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2472635.750000 Penalty: 4984.439941
	Iteration 23Q: 3 clusters Score -2472636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2472689.500000 Penalty: 4984.439941
	Iteration 24Q: 3 clusters Score -2472690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2472738.750000 Penalty: 4984.439941
	Iteration 25Q: 3 clusters Score -2472739 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2472784.500000 Penalty: 4984.439941
	Iteration 26Q: 3 clusters Score -2472784 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2472834.000000 Penalty: 4984.439941
	Iteration 27Q: 3 clusters Score -2472834 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2472883.000000 Penalty: 4984.439941
	Iteration 28Q: 3 clusters Score -2472883 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2472937.750000 Penalty: 4984.439941
	Iteration 29Q: 3 clusters Score -2472938 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2472999.000000 Penalty: 4984.439941
	Iteration 30Q: 3 clusters Score -2472999 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2473058.000000 Penalty: 4984.439941
	Iteration 31Q: 3 clusters Score -2473058 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2473120.250000 Penalty: 4984.439941
	Iteration 32Q: 3 clusters Score -2473120 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2473223.250000 Penalty: 4984.439941
	Iteration 33Q: 3 clusters Score -2473223 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2473317.250000 Penalty: 4984.439941
	Iteration 34Q: 3 clusters Score -2473317 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2473412.500000 Penalty: 4984.439941
	Iteration 35Q: 3 clusters Score -2473412 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2473487.000000 Penalty: 4984.439941
	Iteration 36Q: 3 clusters Score -2473487 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2473583.750000 Penalty: 4984.439941
	Iteration 37Q: 3 clusters Score -2473584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2473682.750000 Penalty: 4984.439941
	Iteration 38Q: 3 clusters Score -2473683 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2473768.000000 Penalty: 4984.439941
	Iteration 39Q: 3 clusters Score -2473768 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2473831.250000 Penalty: 4984.439941
	Iteration 40F: 3 clusters Score -2473831 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2473911.000000 Penalty: 4984.439941
	Iteration 41Q: 3 clusters Score -2473911 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2473992.500000 Penalty: 4984.439941
	Iteration 42Q: 3 clusters Score -2473992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2474062.250000 Penalty: 4984.439941
	Iteration 43Q: 3 clusters Score -2474062 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2474131.500000 Penalty: 4984.439941
	Iteration 44Q: 3 clusters Score -2474132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2474186.500000 Penalty: 4984.439941
	Iteration 45Q: 3 clusters Score -2474186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2474251.000000 Penalty: 4984.439941
	Iteration 46Q: 3 clusters Score -2474251 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2474294.000000 Penalty: 4984.439941
	Iteration 47Q: 3 clusters Score -2474294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2474341.750000 Penalty: 4984.439941
	Iteration 48Q: 3 clusters Score -2474342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2474379.000000 Penalty: 4984.439941
	Iteration 49Q: 3 clusters Score -2474379 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2474397.250000 Penalty: 4984.439941
	Iteration 50Q: 3 clusters Score -2474397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -2474419.750000 Penalty: 4984.439941
	Iteration 51Q: 3 clusters Score -2474420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -2474446.000000 Penalty: 4984.439941
	Iteration 52Q: 3 clusters Score -2474446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2474471.000000 Penalty: 4984.439941
	Iteration 53Q: 3 clusters Score -2474471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2474489.250000 Penalty: 4984.439941
	Iteration 54Q: 3 clusters Score -2474489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2474498.750000 Penalty: 4984.439941
	Iteration 55Q: 3 clusters Score -2474499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2474500.750000 Penalty: 4984.439941
	Iteration 56Q: 3 clusters Score -2474501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2474511.500000 Penalty: 4984.439941
	Iteration 57Q: 3 clusters Score -2474512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2474517.000000 Penalty: 4984.439941
	Iteration 58Q: 3 clusters Score -2474517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2474517.500000 Penalty: 4984.439941
	Iteration 59Q: 3 clusters Score -2474518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2474515.000000 Penalty: 4984.439941
	Iteration 60F: 3 clusters Score -2474515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2474517.000000 Penalty: 4984.439941
	Iteration 61Q: 3 clusters Score -2474517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2474519.000000 Penalty: 4984.439941
	Iteration 62Q: 3 clusters Score -2474519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2474523.500000 Penalty: 4984.439941
	Iteration 63Q: 3 clusters Score -2474524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2474521.250000 Penalty: 4984.439941
	Iteration 64Q: 3 clusters Score -2474521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2474525.250000 Penalty: 4984.439941
	Iteration 65Q: 3 clusters Score -2474525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2474525.500000 Penalty: 4984.439941
	Iteration 66Q: 3 clusters Score -2474526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -2474523.750000 Penalty: 4984.439941
	Iteration 67Q: 3 clusters Score -2474524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2474523.750000 Penalty: 4984.439941
	Iteration 68Q: 3 clusters Score -2474524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2474526.750000 Penalty: 4984.439941
	Iteration 69Q: 3 clusters Score -2474527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -2474527.750000 Penalty: 4984.439941
	Iteration 70Q: 3 clusters Score -2474528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2474525.750000 Penalty: 4984.439941
	Iteration 71Q: 3 clusters Score -2474526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2474525.750000 Penalty: 4984.439941
	Iteration 72F: 3 clusters Score -2474526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -2496369.250000 Penalty: 2495.753174
	Iteration 0F: 2 clusters Score -2496369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2480202.000000 Penalty: 4991.506348
	Iteration 0F: 3 clusters Score -2480202 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2486043.000000 Penalty: 4991.506348
	Iteration 1F: 3 clusters Score -2486043 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2486878.500000 Penalty: 4991.506348
	Iteration 2F: 3 clusters Score -2486878 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2487876.000000 Penalty: 4991.506348
	Iteration 3F: 3 clusters Score -2487876 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2489213.500000 Penalty: 4991.506348
	Iteration 4F: 3 clusters Score -2489214 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2490737.750000 Penalty: 4991.506348
	Iteration 5F: 3 clusters Score -2490738 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2492122.750000 Penalty: 4991.506348
	Iteration 6F: 3 clusters Score -2492123 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2493117.250000 Penalty: 4991.506348
	Iteration 7F: 3 clusters Score -2493117 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2493554.750000 Penalty: 4991.506348
	Iteration 8Q: 3 clusters Score -2493555 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2493761.000000 Penalty: 4991.506348
	Iteration 9Q: 3 clusters Score -2493761 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2493882.250000 Penalty: 4991.506348
	Iteration 10Q: 3 clusters Score -2493882 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2493963.750000 Penalty: 4991.506348
	Iteration 11Q: 3 clusters Score -2493964 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2494036.500000 Penalty: 4991.506348
	Iteration 12Q: 3 clusters Score -2494036 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2494112.000000 Penalty: 4991.506348
	Iteration 13Q: 3 clusters Score -2494112 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2494182.500000 Penalty: 4991.506348
	Iteration 14Q: 3 clusters Score -2494182 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2494234.750000 Penalty: 4991.506348
	Iteration 15Q: 3 clusters Score -2494235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2494284.500000 Penalty: 4991.506348
	Iteration 16Q: 3 clusters Score -2494284 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2494322.250000 Penalty: 4991.506348
	Iteration 17Q: 3 clusters Score -2494322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2494362.250000 Penalty: 4991.506348
	Iteration 18Q: 3 clusters Score -2494362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2494383.000000 Penalty: 4991.506348
	Iteration 19Q: 3 clusters Score -2494383 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2494430.500000 Penalty: 4991.506348
	Iteration 20F: 3 clusters Score -2494430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2494459.750000 Penalty: 4991.506348
	Iteration 21Q: 3 clusters Score -2494460 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2494489.000000 Penalty: 4991.506348
	Iteration 22Q: 3 clusters Score -2494489 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2494533.000000 Penalty: 4991.506348
	Iteration 23Q: 3 clusters Score -2494533 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2494566.250000 Penalty: 4991.506348
	Iteration 24Q: 3 clusters Score -2494566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2494588.000000 Penalty: 4991.506348
	Iteration 25Q: 3 clusters Score -2494588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2494613.250000 Penalty: 4991.506348
	Iteration 26Q: 3 clusters Score -2494613 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2494633.250000 Penalty: 4991.506348
	Iteration 27Q: 3 clusters Score -2494633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2494654.000000 Penalty: 4991.506348
	Iteration 28Q: 3 clusters Score -2494654 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2494678.500000 Penalty: 4991.506348
	Iteration 29Q: 3 clusters Score -2494678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2494699.250000 Penalty: 4991.506348
	Iteration 30Q: 3 clusters Score -2494699 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2494716.750000 Penalty: 4991.506348
	Iteration 31Q: 3 clusters Score -2494717 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -2494730.000000 Penalty: 4991.506348
	Iteration 32Q: 3 clusters Score -2494730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2494741.250000 Penalty: 4991.506348
	Iteration 33Q: 3 clusters Score -2494741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2494754.500000 Penalty: 4991.506348
	Iteration 34Q: 3 clusters Score -2494754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2494763.500000 Penalty: 4991.506348
	Iteration 35Q: 3 clusters Score -2494764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2494775.250000 Penalty: 4991.506348
	Iteration 36Q: 3 clusters Score -2494775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2494786.500000 Penalty: 4991.506348
	Iteration 37Q: 3 clusters Score -2494786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2494795.250000 Penalty: 4991.506348
	Iteration 38Q: 3 clusters Score -2494795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2494798.250000 Penalty: 4991.506348
	Iteration 39Q: 3 clusters Score -2494798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2494804.250000 Penalty: 4991.506348
	Iteration 40F: 3 clusters Score -2494804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2494811.250000 Penalty: 4991.506348
	Iteration 41Q: 3 clusters Score -2494811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2494814.750000 Penalty: 4991.506348
	Iteration 42Q: 3 clusters Score -2494815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2494822.750000 Penalty: 4991.506348
	Iteration 43Q: 3 clusters Score -2494823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2494818.250000 Penalty: 4991.506348
	Iteration 44Q: 3 clusters Score -2494818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2494820.500000 Penalty: 4991.506348
	Iteration 45Q: 3 clusters Score -2494820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2494830.250000 Penalty: 4991.506348
	Iteration 46Q: 3 clusters Score -2494830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2494827.750000 Penalty: 4991.506348
	Iteration 47Q: 3 clusters Score -2494828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2494827.500000 Penalty: 4991.506348
	Iteration 48Q: 3 clusters Score -2494828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2494823.750000 Penalty: 4991.506348
	Iteration 49Q: 3 clusters Score -2494824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2494824.750000 Penalty: 4991.506348
	Iteration 50Q: 3 clusters Score -2494825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2494831.250000 Penalty: 4991.506348
	Iteration 51Q: 3 clusters Score -2494831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2494832.500000 Penalty: 4991.506348
	Iteration 52Q: 3 clusters Score -2494832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2494828.750000 Penalty: 4991.506348
	Iteration 53Q: 3 clusters Score -2494829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2494828.750000 Penalty: 4991.506348
	Iteration 54Q: 3 clusters Score -2494829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2494832.250000 Penalty: 4991.506348
	Iteration 55Q: 3 clusters Score -2494832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2494833.250000 Penalty: 4991.506348
	Iteration 56Q: 3 clusters Score -2494833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2494833.750000 Penalty: 4991.506348
	Iteration 57Q: 3 clusters Score -2494834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2494834.500000 Penalty: 4991.506348
	Iteration 58Q: 3 clusters Score -2494834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -2494834.250000 Penalty: 4991.506348
	Iteration 59Q: 3 clusters Score -2494834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2494840.500000 Penalty: 4991.506348
	Iteration 60F: 3 clusters Score -2494840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2494838.750000 Penalty: 4991.506348
	Iteration 61Q: 3 clusters Score -2494839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2494840.000000 Penalty: 4991.506348
	Iteration 62Q: 3 clusters Score -2494840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2494839.750000 Penalty: 4991.506348
	Iteration 63Q: 3 clusters Score -2494840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2494839.500000 Penalty: 4991.506348
	Iteration 64Q: 3 clusters Score -2494840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2494843.750000 Penalty: 4991.506348
	Iteration 65Q: 3 clusters Score -2494844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2494839.750000 Penalty: 4991.506348
	Iteration 66Q: 3 clusters Score -2494840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2494838.750000 Penalty: 4991.506348
	Iteration 67Q: 3 clusters Score -2494839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2494838.000000 Penalty: 4991.506348
	Iteration 68Q: 3 clusters Score -2494838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2494837.000000 Penalty: 4991.506348
	Iteration 69Q: 3 clusters Score -2494837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2494840.250000 Penalty: 4991.506348
	Iteration 70Q: 3 clusters Score -2494840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2494840.250000 Penalty: 4991.506348
	Iteration 71F: 3 clusters Score -2494840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Entering Unmasked Estep 
Score: -2916133.750000 Penalty: 2533.349365
	Iteration 0F: 2 clusters Score -2916134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2897263.000000 Penalty: 5066.698730
	Iteration 0F: 3 clusters Score -2897263 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2903758.250000 Penalty: 5066.698730
	Iteration 1F: 3 clusters Score -2903758 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2904122.750000 Penalty: 5066.698730
	Iteration 2Q: 3 clusters Score -2904123 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2904404.000000 Penalty: 5066.698730
	Iteration 3Q: 3 clusters Score -2904404 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2904661.750000 Penalty: 5066.698730
	Iteration 4Q: 3 clusters Score -2904662 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2904931.250000 Penalty: 5066.698730
	Iteration 5Q: 3 clusters Score -2904931 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2905201.750000 Penalty: 5066.698730
	Iteration 6Q: 3 clusters Score -2905202 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2905511.250000 Penalty: 5066.698730
	Iteration 7Q: 3 clusters Score -2905511 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2905957.250000 Penalty: 5066.698730
	Iteration 8Q: 3 clusters Score -2905957 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2906589.250000 Penalty: 5066.698730
	Iteration 9Q: 3 clusters Score -2906589 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2907543.000000 Penalty: 5066.698730
	Iteration 10F: 3 clusters Score -2907543 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2908816.500000 Penalty: 5066.698730
	Iteration 11F: 3 clusters Score -2908816 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2910268.000000 Penalty: 5066.698730
	Iteration 12F: 3 clusters Score -2910268 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2911439.000000 Penalty: 5066.698730
	Iteration 13F: 3 clusters Score -2911439 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2911995.250000 Penalty: 5066.698730
	Iteration 14Q: 3 clusters Score -2911995 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2912310.500000 Penalty: 5066.698730
	Iteration 15Q: 3 clusters Score -2912310 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2912526.500000 Penalty: 5066.698730
	Iteration 16Q: 3 clusters Score -2912526 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2912650.250000 Penalty: 5066.698730
	Iteration 17Q: 3 clusters Score -2912650 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2912741.500000 Penalty: 5066.698730
	Iteration 18Q: 3 clusters Score -2912742 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2912838.750000 Penalty: 5066.698730
	Iteration 19Q: 3 clusters Score -2912839 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2912917.750000 Penalty: 5066.698730
	Iteration 20F: 3 clusters Score -2912918 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2913000.500000 Penalty: 5066.698730
	Iteration 21Q: 3 clusters Score -2913000 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2913085.000000 Penalty: 5066.698730
	Iteration 22Q: 3 clusters Score -2913085 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2913164.000000 Penalty: 5066.698730
	Iteration 23Q: 3 clusters Score -2913164 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2913220.750000 Penalty: 5066.698730
	Iteration 24Q: 3 clusters Score -2913221 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2913268.500000 Penalty: 5066.698730
	Iteration 25Q: 3 clusters Score -2913268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2913297.250000 Penalty: 5066.698730
	Iteration 26Q: 3 clusters Score -2913297 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2913329.500000 Penalty: 5066.698730
	Iteration 27Q: 3 clusters Score -2913330 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2913369.250000 Penalty: 5066.698730
	Iteration 28Q: 3 clusters Score -2913369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2913401.250000 Penalty: 5066.698730
	Iteration 29Q: 3 clusters Score -2913401 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2913444.000000 Penalty: 5066.698730
	Iteration 30Q: 3 clusters Score -2913444 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2913474.250000 Penalty: 5066.698730
	Iteration 31Q: 3 clusters Score -2913474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2913501.750000 Penalty: 5066.698730
	Iteration 32Q: 3 clusters Score -2913502 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2913517.000000 Penalty: 5066.698730
	Iteration 33Q: 3 clusters Score -2913517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2913547.750000 Penalty: 5066.698730
	Iteration 34Q: 3 clusters Score -2913548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2913566.000000 Penalty: 5066.698730
	Iteration 35Q: 3 clusters Score -2913566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2913601.750000 Penalty: 5066.698730
	Iteration 36Q: 3 clusters Score -2913602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2913635.500000 Penalty: 5066.698730
	Iteration 37Q: 3 clusters Score -2913636 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2913663.000000 Penalty: 5066.698730
	Iteration 38Q: 3 clusters Score -2913663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2913689.500000 Penalty: 5066.698730
	Iteration 39Q: 3 clusters Score -2913690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2913723.000000 Penalty: 5066.698730
	Iteration 40F: 3 clusters Score -2913723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2913741.250000 Penalty: 5066.698730
	Iteration 41Q: 3 clusters Score -2913741 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2913775.000000 Penalty: 5066.698730
	Iteration 42Q: 3 clusters Score -2913775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2913794.000000 Penalty: 5066.698730
	Iteration 43Q: 3 clusters Score -2913794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2913823.250000 Penalty: 5066.698730
	Iteration 44Q: 3 clusters Score -2913823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2913848.750000 Penalty: 5066.698730
	Iteration 45Q: 3 clusters Score -2913849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2913881.750000 Penalty: 5066.698730
	Iteration 46Q: 3 clusters Score -2913882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2913900.500000 Penalty: 5066.698730
	Iteration 47Q: 3 clusters Score -2913900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2913919.000000 Penalty: 5066.698730
	Iteration 48Q: 3 clusters Score -2913919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2913932.000000 Penalty: 5066.698730
	Iteration 49Q: 3 clusters Score -2913932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2913933.750000 Penalty: 5066.698730
	Iteration 50Q: 3 clusters Score -2913934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2913945.000000 Penalty: 5066.698730
	Iteration 51Q: 3 clusters Score -2913945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2913959.500000 Penalty: 5066.698730
	Iteration 52Q: 3 clusters Score -2913960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2913972.250000 Penalty: 5066.698730
	Iteration 53Q: 3 clusters Score -2913972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2913984.250000 Penalty: 5066.698730
	Iteration 54Q: 3 clusters Score -2913984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2913992.000000 Penalty: 5066.698730
	Iteration 55Q: 3 clusters Score -2913992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2913988.250000 Penalty: 5066.698730
	Iteration 56Q: 3 clusters Score -2913988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2913993.500000 Penalty: 5066.698730
	Iteration 57Q: 3 clusters Score -2913994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2914004.250000 Penalty: 5066.698730
	Iteration 58Q: 3 clusters Score -2914004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2913997.250000 Penalty: 5066.698730
	Iteration 59Q: 3 clusters Score -2913997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2914008.250000 Penalty: 5066.698730
	Iteration 60F: 3 clusters Score -2914008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2914011.000000 Penalty: 5066.698730
	Iteration 61Q: 3 clusters Score -2914011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2914009.500000 Penalty: 5066.698730
	Iteration 62Q: 3 clusters Score -2914010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2914015.500000 Penalty: 5066.698730
	Iteration 63Q: 3 clusters Score -2914016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2914017.500000 Penalty: 5066.698730
	Iteration 64Q: 3 clusters Score -2914018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2914023.000000 Penalty: 5066.698730
	Iteration 65Q: 3 clusters Score -2914023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2914024.750000 Penalty: 5066.698730
	Iteration 66Q: 3 clusters Score -2914025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2914024.500000 Penalty: 5066.698730
	Iteration 67Q: 3 clusters Score -2914024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2914029.500000 Penalty: 5066.698730
	Iteration 68Q: 3 clusters Score -2914030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2914036.250000 Penalty: 5066.698730
	Iteration 69Q: 3 clusters Score -2914036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2914032.750000 Penalty: 5066.698730
	Iteration 70Q: 3 clusters Score -2914033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2914037.250000 Penalty: 5066.698730
	Iteration 71Q: 3 clusters Score -2914037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2914041.250000 Penalty: 5066.698730
	Iteration 72Q: 3 clusters Score -2914041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2914041.250000 Penalty: 5066.698730
	Iteration 73Q: 3 clusters Score -2914041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2914039.000000 Penalty: 5066.698730
	Iteration 74Q: 3 clusters Score -2914039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2914039.250000 Penalty: 5066.698730
	Iteration 75Q: 3 clusters Score -2914039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2914043.500000 Penalty: 5066.698730
	Iteration 76Q: 3 clusters Score -2914044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2914041.750000 Penalty: 5066.698730
	Iteration 77Q: 3 clusters Score -2914042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2914043.250000 Penalty: 5066.698730
	Iteration 78Q: 3 clusters Score -2914043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2914047.750000 Penalty: 5066.698730
	Iteration 79Q: 3 clusters Score -2914048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2914045.750000 Penalty: 5066.698730
	Iteration 80F: 3 clusters Score -2914046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Entering Unmasked Estep 
Score: -2288770.000000 Penalty: 2473.272705
	Iteration 0F: 2 clusters Score -2288770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2273830.000000 Penalty: 4946.545410
	Iteration 0F: 3 clusters Score -2273830 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2278749.000000 Penalty: 4946.545410
	Iteration 1F: 3 clusters Score -2278749 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2279153.500000 Penalty: 4946.545410
	Iteration 2F: 3 clusters Score -2279154 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2279478.500000 Penalty: 4946.545410
	Iteration 3Q: 3 clusters Score -2279478 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2279811.750000 Penalty: 4946.545410
	Iteration 4Q: 3 clusters Score -2279812 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2280190.000000 Penalty: 4946.545410
	Iteration 5Q: 3 clusters Score -2280190 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2280695.250000 Penalty: 4946.545410
	Iteration 6Q: 3 clusters Score -2280695 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2281384.000000 Penalty: 4946.545410
	Iteration 7F: 3 clusters Score -2281384 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2282296.000000 Penalty: 4946.545410
	Iteration 8F: 3 clusters Score -2282296 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2283321.500000 Penalty: 4946.545410
	Iteration 9F: 3 clusters Score -2283322 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2284434.000000 Penalty: 4946.545410
	Iteration 10F: 3 clusters Score -2284434 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2285293.250000 Penalty: 4946.545410
	Iteration 11Q: 3 clusters Score -2285293 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2285886.500000 Penalty: 4946.545410
	Iteration 12Q: 3 clusters Score -2285886 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2286151.250000 Penalty: 4946.545410
	Iteration 13Q: 3 clusters Score -2286151 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2286303.750000 Penalty: 4946.545410
	Iteration 14Q: 3 clusters Score -2286304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2286379.500000 Penalty: 4946.545410
	Iteration 15Q: 3 clusters Score -2286380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2286453.750000 Penalty: 4946.545410
	Iteration 16Q: 3 clusters Score -2286454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2286506.500000 Penalty: 4946.545410
	Iteration 17Q: 3 clusters Score -2286506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2286534.000000 Penalty: 4946.545410
	Iteration 18Q: 3 clusters Score -2286534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2286552.500000 Penalty: 4946.545410
	Iteration 19Q: 3 clusters Score -2286552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2286557.250000 Penalty: 4946.545410
	Iteration 20F: 3 clusters Score -2286557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2286564.250000 Penalty: 4946.545410
	Iteration 21Q: 3 clusters Score -2286564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2286572.000000 Penalty: 4946.545410
	Iteration 22Q: 3 clusters Score -2286572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2286577.250000 Penalty: 4946.545410
	Iteration 23Q: 3 clusters Score -2286577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2286579.500000 Penalty: 4946.545410
	Iteration 24Q: 3 clusters Score -2286580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2286590.000000 Penalty: 4946.545410
	Iteration 25Q: 3 clusters Score -2286590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2286589.000000 Penalty: 4946.545410
	Iteration 26Q: 3 clusters Score -2286589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2286599.000000 Penalty: 4946.545410
	Iteration 27Q: 3 clusters Score -2286599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2286600.250000 Penalty: 4946.545410
	Iteration 28Q: 3 clusters Score -2286600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2286600.500000 Penalty: 4946.545410
	Iteration 29Q: 3 clusters Score -2286600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2286600.500000 Penalty: 4946.545410
	Iteration 30F: 3 clusters Score -2286600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (213483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213483 members 
Entering Unmasked Estep 
Score: -22334392.000000 Penalty: 3043.285645
	Iteration 0F: 2 clusters Score -2.233439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -22199394.000000 Penalty: 6086.571289
	Iteration 0F: 3 clusters Score -2.219939e+07 nChanged 102952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -22259260.000000 Penalty: 6086.571289
	Iteration 1F: 3 clusters Score -2.225926e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 121992 members 
Entering Unmasked Estep 
Score: -22261214.000000 Penalty: 6086.571289
	Iteration 2Q: 3 clusters Score -2.226121e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 130494 members 
Entering Unmasked Estep 
Score: -22264696.000000 Penalty: 6086.571289
	Iteration 3Q: 3 clusters Score -2.22647e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70785 members 
Mstep: Class 2 contains 142698 members 
Entering Unmasked Estep 
Score: -22270988.000000 Penalty: 6086.571289
	Iteration 4F: 3 clusters Score -2.227099e+07 nChanged 16360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 158882 members 
Entering Unmasked Estep 
Score: -22282442.000000 Penalty: 6086.571289
	Iteration 5F: 3 clusters Score -2.228244e+07 nChanged 18659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 177497 members 
Entering Unmasked Estep 
Score: -22299146.000000 Penalty: 6086.571289
	Iteration 6F: 3 clusters Score -2.229915e+07 nChanged 17087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 194576 members 
Entering Unmasked Estep 
Score: -22316614.000000 Penalty: 6086.571289
	Iteration 7F: 3 clusters Score -2.231661e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 205675 members 
Entering Unmasked Estep 
Score: -22326614.000000 Penalty: 6086.571289
	Iteration 8F: 3 clusters Score -2.232661e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 210667 members 
Entering Unmasked Estep 
Score: -22329866.000000 Penalty: 6086.571289
	Iteration 9Q: 3 clusters Score -2.232987e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 212348 members 
Entering Unmasked Estep 
Score: -22331060.000000 Penalty: 6086.571289
	Iteration 10Q: 3 clusters Score -2.233106e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 212870 members 
Entering Unmasked Estep 
Score: -22331532.000000 Penalty: 6086.571289
	Iteration 11Q: 3 clusters Score -2.233153e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 213030 members 
Entering Unmasked Estep 
Score: -22331772.000000 Penalty: 6086.571289
	Iteration 12Q: 3 clusters Score -2.233177e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 213081 members 
Entering Unmasked Estep 
Score: -22331850.000000 Penalty: 6086.571289
	Iteration 13Q: 3 clusters Score -2.233185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 213108 members 
Entering Unmasked Estep 
Score: -22331898.000000 Penalty: 6086.571289
	Iteration 14Q: 3 clusters Score -2.23319e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 213135 members 
Entering Unmasked Estep 
Score: -22331928.000000 Penalty: 6086.571289
	Iteration 15Q: 3 clusters Score -2.233193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 213148 members 
Entering Unmasked Estep 
Score: -22331958.000000 Penalty: 6086.571289
	Iteration 16Q: 3 clusters Score -2.233196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 213156 members 
Entering Unmasked Estep 
Score: -22331974.000000 Penalty: 6086.571289
	Iteration 17Q: 3 clusters Score -2.233197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 213163 members 
Entering Unmasked Estep 
Score: -22331994.000000 Penalty: 6086.571289
	Iteration 18Q: 3 clusters Score -2.233199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 213164 members 
Entering Unmasked Estep 
Score: -22332016.000000 Penalty: 6086.571289
	Iteration 19Q: 3 clusters Score -2.233202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 213164 members 
Entering Unmasked Estep 
Score: -22332026.000000 Penalty: 6086.571289
	Iteration 20F: 3 clusters Score -2.233203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 213164 members 
Entering Unmasked Estep 
Score: -22332032.000000 Penalty: 6086.571289
	Iteration 21Q: 3 clusters Score -2.233203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 213164 members 
Entering Unmasked Estep 
Score: -22332040.000000 Penalty: 6086.571289
	Iteration 22Q: 3 clusters Score -2.233204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 213164 members 
Entering Unmasked Estep 
Score: -22332040.000000 Penalty: 6086.571289
	Iteration 23F: 3 clusters Score -2.233204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Entering Unmasked Estep 
Score: -3271365.750000 Penalty: 2565.845703
	Iteration 0F: 2 clusters Score -3271366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3249967.000000 Penalty: 5131.691406
	Iteration 0F: 3 clusters Score -3249967 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3257699.750000 Penalty: 5131.691406
	Iteration 1F: 3 clusters Score -3257700 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3258155.750000 Penalty: 5131.691406
	Iteration 2Q: 3 clusters Score -3258156 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3258577.250000 Penalty: 5131.691406
	Iteration 3Q: 3 clusters Score -3258577 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3258942.750000 Penalty: 5131.691406
	Iteration 4Q: 3 clusters Score -3258943 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3259413.750000 Penalty: 5131.691406
	Iteration 5Q: 3 clusters Score -3259414 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3260104.750000 Penalty: 5131.691406
	Iteration 6Q: 3 clusters Score -3260105 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -3261105.500000 Penalty: 5131.691406
	Iteration 7F: 3 clusters Score -3261106 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -3262544.500000 Penalty: 5131.691406
	Iteration 8F: 3 clusters Score -3262544 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3264277.000000 Penalty: 5131.691406
	Iteration 9F: 3 clusters Score -3264277 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3266072.000000 Penalty: 5131.691406
	Iteration 10F: 3 clusters Score -3266072 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3267535.250000 Penalty: 5131.691406
	Iteration 11F: 3 clusters Score -3267535 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3268347.250000 Penalty: 5131.691406
	Iteration 12Q: 3 clusters Score -3268347 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3268812.000000 Penalty: 5131.691406
	Iteration 13Q: 3 clusters Score -3268812 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3269047.500000 Penalty: 5131.691406
	Iteration 14Q: 3 clusters Score -3269048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3269162.750000 Penalty: 5131.691406
	Iteration 15Q: 3 clusters Score -3269163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3269234.250000 Penalty: 5131.691406
	Iteration 16Q: 3 clusters Score -3269234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3269264.250000 Penalty: 5131.691406
	Iteration 17Q: 3 clusters Score -3269264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3269283.000000 Penalty: 5131.691406
	Iteration 18Q: 3 clusters Score -3269283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3269295.250000 Penalty: 5131.691406
	Iteration 19Q: 3 clusters Score -3269295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3269301.750000 Penalty: 5131.691406
	Iteration 20F: 3 clusters Score -3269302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3269307.500000 Penalty: 5131.691406
	Iteration 21Q: 3 clusters Score -3269308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3269330.250000 Penalty: 5131.691406
	Iteration 22Q: 3 clusters Score -3269330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3269342.000000 Penalty: 5131.691406
	Iteration 23Q: 3 clusters Score -3269342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3269347.250000 Penalty: 5131.691406
	Iteration 24Q: 3 clusters Score -3269347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3269351.250000 Penalty: 5131.691406
	Iteration 25Q: 3 clusters Score -3269351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3269357.000000 Penalty: 5131.691406
	Iteration 26Q: 3 clusters Score -3269357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3269358.000000 Penalty: 5131.691406
	Iteration 27Q: 3 clusters Score -3269358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3269357.000000 Penalty: 5131.691406
	Iteration 28Q: 3 clusters Score -3269357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3269360.750000 Penalty: 5131.691406
	Iteration 29Q: 3 clusters Score -3269361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3269362.750000 Penalty: 5131.691406
	Iteration 30Q: 3 clusters Score -3269363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3269363.500000 Penalty: 5131.691406
	Iteration 31Q: 3 clusters Score -3269364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3269363.500000 Penalty: 5131.691406
	Iteration 32F: 3 clusters Score -3269364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -504934.843750 Penalty: 2115.124268
	Iteration 0F: 2 clusters Score -504934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -500380.656250 Penalty: 4230.248535
	Iteration 0F: 3 clusters Score -500380.7 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -501619.093750 Penalty: 4230.248535
	Iteration 1F: 3 clusters Score -501619.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -502020.093750 Penalty: 4230.248535
	Iteration 2F: 3 clusters Score -502020.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -502311.843750 Penalty: 4230.248535
	Iteration 3F: 3 clusters Score -502311.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -502572.343750 Penalty: 4230.248535
	Iteration 4F: 3 clusters Score -502572.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -502820.750000 Penalty: 4230.248535
	Iteration 5F: 3 clusters Score -502820.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -503043.718750 Penalty: 4230.248535
	Iteration 6F: 3 clusters Score -503043.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -503215.187500 Penalty: 4230.248535
	Iteration 7Q: 3 clusters Score -503215.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -503330.156250 Penalty: 4230.248535
	Iteration 8Q: 3 clusters Score -503330.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -503432.000000 Penalty: 4230.248535
	Iteration 9Q: 3 clusters Score -503432 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -503514.906250 Penalty: 4230.248535
	Iteration 10Q: 3 clusters Score -503514.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -503578.718750 Penalty: 4230.248535
	Iteration 11Q: 3 clusters Score -503578.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -503614.406250 Penalty: 4230.248535
	Iteration 12Q: 3 clusters Score -503614.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -503637.656250 Penalty: 4230.248535
	Iteration 13Q: 3 clusters Score -503637.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -503659.218750 Penalty: 4230.248535
	Iteration 14Q: 3 clusters Score -503659.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -503675.625000 Penalty: 4230.248535
	Iteration 15Q: 3 clusters Score -503675.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -503689.187500 Penalty: 4230.248535
	Iteration 16Q: 3 clusters Score -503689.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -503705.531250 Penalty: 4230.248535
	Iteration 17Q: 3 clusters Score -503705.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -503715.437500 Penalty: 4230.248535
	Iteration 18Q: 3 clusters Score -503715.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -503727.375000 Penalty: 4230.248535
	Iteration 19Q: 3 clusters Score -503727.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -503746.031250 Penalty: 4230.248535
	Iteration 20F: 3 clusters Score -503746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -503750.625000 Penalty: 4230.248535
	Iteration 21Q: 3 clusters Score -503750.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -503754.843750 Penalty: 4230.248535
	Iteration 22Q: 3 clusters Score -503754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -503758.156250 Penalty: 4230.248535
	Iteration 23Q: 3 clusters Score -503758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -503760.750000 Penalty: 4230.248535
	Iteration 24Q: 3 clusters Score -503760.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -503765.906250 Penalty: 4230.248535
	Iteration 25Q: 3 clusters Score -503765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -503768.281250 Penalty: 4230.248535
	Iteration 26Q: 3 clusters Score -503768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -503769.781250 Penalty: 4230.248535
	Iteration 27Q: 3 clusters Score -503769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -503769.625000 Penalty: 4230.248535
	Iteration 28Q: 3 clusters Score -503769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -503769.625000 Penalty: 4230.248535
	Iteration 29Q: 3 clusters Score -503769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -503771.156250 Penalty: 4230.248535
	Iteration 30Q: 3 clusters Score -503771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -503772.093750 Penalty: 4230.248535
	Iteration 31Q: 3 clusters Score -503772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -503772.843750 Penalty: 4230.248535
	Iteration 32Q: 3 clusters Score -503772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -503773.000000 Penalty: 4230.248535
	Iteration 33Q: 3 clusters Score -503773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -503773.687500 Penalty: 4230.248535
	Iteration 34Q: 3 clusters Score -503773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -503774.437500 Penalty: 4230.248535
	Iteration 35Q: 3 clusters Score -503774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -503774.843750 Penalty: 4230.248535
	Iteration 36Q: 3 clusters Score -503774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -503775.531250 Penalty: 4230.248535
	Iteration 37Q: 3 clusters Score -503775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -503775.843750 Penalty: 4230.248535
	Iteration 38Q: 3 clusters Score -503775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -503777.937500 Penalty: 4230.248535
	Iteration 39Q: 3 clusters Score -503777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -503777.937500 Penalty: 4230.248535
	Iteration 40F: 3 clusters Score -503777.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -503779.031250 Penalty: 4230.248535
	Iteration 41Q: 3 clusters Score -503779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -503780.343750 Penalty: 4230.248535
	Iteration 42Q: 3 clusters Score -503780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -503780.781250 Penalty: 4230.248535
	Iteration 43Q: 3 clusters Score -503780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -503782.031250 Penalty: 4230.248535
	Iteration 44Q: 3 clusters Score -503782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -503782.031250 Penalty: 4230.248535
	Iteration 45F: 3 clusters Score -503782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -178291.296875 Penalty: 1882.906860
	Iteration 0F: 2 clusters Score -178291.3 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 1000 members 
Entering Unmasked Estep 
Score: -175832.640625 Penalty: 3765.813721
	Iteration 0F: 3 clusters Score -175832.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177014.406250 Penalty: 3765.813721
	Iteration 1F: 3 clusters Score -177014.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -178168.250000 Penalty: 3765.813721
	Iteration 2F: 3 clusters Score -178168.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -178738.781250 Penalty: 3765.813721
	Iteration 3F: 3 clusters Score -178738.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -179061.140625 Penalty: 3765.813721
	Iteration 4F: 3 clusters Score -179061.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -179237.531250 Penalty: 3765.813721
	Iteration 5Q: 3 clusters Score -179237.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -179399.421875 Penalty: 3765.813721
	Iteration 6Q: 3 clusters Score -179399.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -179473.281250 Penalty: 3765.813721
	Iteration 7Q: 3 clusters Score -179473.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -179540.593750 Penalty: 3765.813721
	Iteration 8Q: 3 clusters Score -179540.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -179600.046875 Penalty: 3765.813721
	Iteration 9Q: 3 clusters Score -179600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -179622.015625 Penalty: 3765.813721
	Iteration 10Q: 3 clusters Score -179622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -179625.281250 Penalty: 3765.813721
	Iteration 11Q: 3 clusters Score -179625.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -179625.281250 Penalty: 3765.813721
	Iteration 12F: 3 clusters Score -179625.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16054 members 
Mstep: Class 3 contains 46090 members 
Mstep: Class 4 contains 54418 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 197245 members 
Mstep: Class 7 contains 500 members 
Mstep: Class 8 contains 16502 members 
Mstep: Class 9 contains 23139 members 
Mstep: Class 12 contains 23471 members 
Mstep: Class 15 contains 27313 members 
Mstep: Class 16 contains 21437 members 
Mstep: Class 17 contains 213483 members 
Mstep: Class 18 contains 31137 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 1483 members 
Entering Unmasked Estep 
Score: -70078952.000000 Penalty: 53300.515625
Splitting cluster 23 changes total score from -70079200.000000 to -70078952.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 16054 members 
Mstep: Class 3 contains 46090 members 
Mstep: Class 4 contains 54418 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 197245 members 
Mstep: Class 8 contains 16502 members 
Mstep: Class 9 contains 23139 members 
Mstep: Class 12 contains 23471 members 
Mstep: Class 15 contains 27313 members 
Mstep: Class 16 contains 21437 members 
Mstep: Class 17 contains 213483 members 
Mstep: Class 18 contains 31137 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079224.000000 Penalty: 49969.234375
Iteration 159Q: 16 clusters Score -7.007922e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 16038 members 
Mstep: Class 3 contains 46144 members 
Mstep: Class 4 contains 52845 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 198620 members 
Mstep: Class 8 contains 16506 members 
Mstep: Class 9 contains 23119 members 
Mstep: Class 12 contains 23452 members 
Mstep: Class 15 contains 27282 members 
Mstep: Class 16 contains 21410 members 
Mstep: Class 17 contains 213792 members 
Mstep: Class 18 contains 31101 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079648.000000 Penalty: 49969.234375
Iteration 160F: 16 clusters Score -7.007965e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 16020 members 
Mstep: Class 3 contains 46207 members 
Mstep: Class 4 contains 51271 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 200026 members 
Mstep: Class 8 contains 16499 members 
Mstep: Class 9 contains 23070 members 
Mstep: Class 12 contains 23425 members 
Mstep: Class 15 contains 27265 members 
Mstep: Class 16 contains 21365 members 
Mstep: Class 17 contains 214120 members 
Mstep: Class 18 contains 31055 members 
Mstep: Class 22 contains 5038 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079448.000000 Penalty: 49969.234375
Iteration 161Q: 16 clusters Score -7.007945e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15982 members 
Mstep: Class 3 contains 46283 members 
Mstep: Class 4 contains 49744 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 201477 members 
Mstep: Class 8 contains 16486 members 
Mstep: Class 9 contains 23024 members 
Mstep: Class 12 contains 23406 members 
Mstep: Class 15 contains 27255 members 
Mstep: Class 16 contains 21321 members 
Mstep: Class 17 contains 214339 members 
Mstep: Class 18 contains 31016 members 
Mstep: Class 22 contains 5028 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079200.000000 Penalty: 49969.234375
Iteration 162Q: 16 clusters Score -7.00792e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15956 members 
Mstep: Class 3 contains 46359 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 202814 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 23012 members 
Mstep: Class 12 contains 23397 members 
Mstep: Class 15 contains 27239 members 
Mstep: Class 16 contains 21301 members 
Mstep: Class 17 contains 214606 members 
Mstep: Class 18 contains 30965 members 
Mstep: Class 22 contains 5015 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70079096.000000 Penalty: 49969.234375
Iteration 163Q: 16 clusters Score -7.00791e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 15940 members 
Mstep: Class 3 contains 46440 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 204143 members 
Mstep: Class 8 contains 16499 members 
Mstep: Class 9 contains 22973 members 
Mstep: Class 12 contains 23372 members 
Mstep: Class 15 contains 27230 members 
Mstep: Class 16 contains 21267 members 
Mstep: Class 17 contains 214880 members 
Mstep: Class 18 contains 30940 members 
Mstep: Class 22 contains 5002 members 
Mstep: Class 23 contains 1983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078816.000000 Penalty: 49969.234375
Iteration 164Q: 16 clusters Score -7.007882e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 15931 members 
Mstep: Class 3 contains 46502 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205281 members 
Mstep: Class 8 contains 16515 members 
Mstep: Class 9 contains 22969 members 
Mstep: Class 12 contains 23355 members 
Mstep: Class 15 contains 27250 members 
Mstep: Class 16 contains 21246 members 
Mstep: Class 17 contains 215223 members 
Mstep: Class 18 contains 30919 members 
Mstep: Class 22 contains 4995 members 
Mstep: Class 23 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078760.000000 Penalty: 49969.234375
Iteration 165Q: 16 clusters Score -7.007876e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 15910 members 
Mstep: Class 3 contains 46554 members 
Mstep: Class 4 contains 43838 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206063 members 
Mstep: Class 8 contains 16538 members 
Mstep: Class 9 contains 22979 members 
Mstep: Class 12 contains 23364 members 
Mstep: Class 15 contains 27280 members 
Mstep: Class 16 contains 21235 members 
Mstep: Class 17 contains 215714 members 
Mstep: Class 18 contains 30906 members 
Mstep: Class 22 contains 4988 members 
Mstep: Class 23 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078640.000000 Penalty: 49969.234375
Iteration 166Q: 16 clusters Score -7.007864e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 15916 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 42615 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206586 members 
Mstep: Class 8 contains 16565 members 
Mstep: Class 9 contains 22969 members 
Mstep: Class 12 contains 23373 members 
Mstep: Class 15 contains 27333 members 
Mstep: Class 16 contains 21230 members 
Mstep: Class 17 contains 216283 members 
Mstep: Class 18 contains 30915 members 
Mstep: Class 22 contains 4981 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078768.000000 Penalty: 49969.234375
Iteration 167Q: 16 clusters Score -7.007877e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 15935 members 
Mstep: Class 3 contains 46646 members 
Mstep: Class 4 contains 41480 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206779 members 
Mstep: Class 8 contains 16599 members 
Mstep: Class 9 contains 22969 members 
Mstep: Class 12 contains 23409 members 
Mstep: Class 15 contains 27381 members 
Mstep: Class 16 contains 21236 members 
Mstep: Class 17 contains 217021 members 
Mstep: Class 18 contains 30931 members 
Mstep: Class 22 contains 4979 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078600.000000 Penalty: 49969.234375
Iteration 168Q: 16 clusters Score -7.00786e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 15952 members 
Mstep: Class 3 contains 46689 members 
Mstep: Class 4 contains 40366 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206746 members 
Mstep: Class 8 contains 16635 members 
Mstep: Class 9 contains 22982 members 
Mstep: Class 12 contains 23444 members 
Mstep: Class 15 contains 27445 members 
Mstep: Class 16 contains 21219 members 
Mstep: Class 17 contains 217940 members 
Mstep: Class 18 contains 30955 members 
Mstep: Class 22 contains 4982 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078616.000000 Penalty: 49969.234375
Iteration 169Q: 16 clusters Score -7.007862e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 15959 members 
Mstep: Class 3 contains 46728 members 
Mstep: Class 4 contains 39305 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206631 members 
Mstep: Class 8 contains 16661 members 
Mstep: Class 9 contains 22995 members 
Mstep: Class 12 contains 23467 members 
Mstep: Class 15 contains 27502 members 
Mstep: Class 16 contains 21225 members 
Mstep: Class 17 contains 218918 members 
Mstep: Class 18 contains 30970 members 
Mstep: Class 22 contains 4986 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078496.000000 Penalty: 49969.234375
Iteration 170Q: 16 clusters Score -7.00785e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 15982 members 
Mstep: Class 3 contains 46757 members 
Mstep: Class 4 contains 38276 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206444 members 
Mstep: Class 8 contains 16676 members 
Mstep: Class 9 contains 23021 members 
Mstep: Class 12 contains 23495 members 
Mstep: Class 15 contains 27555 members 
Mstep: Class 16 contains 21229 members 
Mstep: Class 17 contains 219940 members 
Mstep: Class 18 contains 30973 members 
Mstep: Class 22 contains 4988 members 
Mstep: Class 23 contains 1986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078360.000000 Penalty: 49969.234375
Iteration 171Q: 16 clusters Score -7.007836e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16003 members 
Mstep: Class 3 contains 46792 members 
Mstep: Class 4 contains 37310 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206187 members 
Mstep: Class 8 contains 16710 members 
Mstep: Class 9 contains 23037 members 
Mstep: Class 12 contains 23504 members 
Mstep: Class 15 contains 27623 members 
Mstep: Class 16 contains 21224 members 
Mstep: Class 17 contains 220962 members 
Mstep: Class 18 contains 30987 members 
Mstep: Class 22 contains 4992 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078648.000000 Penalty: 49969.234375
Iteration 172Q: 16 clusters Score -7.007865e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16024 members 
Mstep: Class 3 contains 46823 members 
Mstep: Class 4 contains 36419 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205909 members 
Mstep: Class 8 contains 16725 members 
Mstep: Class 9 contains 23068 members 
Mstep: Class 12 contains 23509 members 
Mstep: Class 15 contains 27677 members 
Mstep: Class 16 contains 21207 members 
Mstep: Class 17 contains 221943 members 
Mstep: Class 18 contains 31021 members 
Mstep: Class 22 contains 5001 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078440.000000 Penalty: 49969.234375
Iteration 173Q: 16 clusters Score -7.007844e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 16048 members 
Mstep: Class 3 contains 46856 members 
Mstep: Class 4 contains 35588 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205690 members 
Mstep: Class 8 contains 16735 members 
Mstep: Class 9 contains 23096 members 
Mstep: Class 12 contains 23519 members 
Mstep: Class 15 contains 27725 members 
Mstep: Class 16 contains 21191 members 
Mstep: Class 17 contains 222854 members 
Mstep: Class 18 contains 31020 members 
Mstep: Class 22 contains 5007 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078336.000000 Penalty: 49969.234375
Iteration 174Q: 16 clusters Score -7.007834e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16051 members 
Mstep: Class 3 contains 46891 members 
Mstep: Class 4 contains 34823 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205511 members 
Mstep: Class 8 contains 16757 members 
Mstep: Class 9 contains 23128 members 
Mstep: Class 12 contains 23537 members 
Mstep: Class 15 contains 27769 members 
Mstep: Class 16 contains 21174 members 
Mstep: Class 17 contains 223648 members 
Mstep: Class 18 contains 31030 members 
Mstep: Class 22 contains 5011 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078336.000000 Penalty: 49969.234375
Iteration 175Q: 16 clusters Score -7.007834e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 16052 members 
Mstep: Class 3 contains 46911 members 
Mstep: Class 4 contains 34108 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205457 members 
Mstep: Class 8 contains 16775 members 
Mstep: Class 9 contains 23151 members 
Mstep: Class 12 contains 23548 members 
Mstep: Class 15 contains 27811 members 
Mstep: Class 16 contains 21148 members 
Mstep: Class 17 contains 224313 members 
Mstep: Class 18 contains 31041 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078112.000000 Penalty: 49969.234375
Iteration 176Q: 16 clusters Score -7.007811e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 16058 members 
Mstep: Class 3 contains 46920 members 
Mstep: Class 4 contains 33494 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205412 members 
Mstep: Class 8 contains 16786 members 
Mstep: Class 9 contains 23161 members 
Mstep: Class 12 contains 23574 members 
Mstep: Class 15 contains 27840 members 
Mstep: Class 16 contains 21138 members 
Mstep: Class 17 contains 224885 members 
Mstep: Class 18 contains 31042 members 
Mstep: Class 22 contains 5021 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077888.000000 Penalty: 49969.234375
Iteration 177Q: 16 clusters Score -7.007789e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16059 members 
Mstep: Class 3 contains 46935 members 
Mstep: Class 4 contains 32909 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205368 members 
Mstep: Class 8 contains 16795 members 
Mstep: Class 9 contains 23186 members 
Mstep: Class 12 contains 23587 members 
Mstep: Class 15 contains 27868 members 
Mstep: Class 16 contains 21136 members 
Mstep: Class 17 contains 225417 members 
Mstep: Class 18 contains 31044 members 
Mstep: Class 22 contains 5027 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70078000.000000 Penalty: 49969.234375
Iteration 178Q: 16 clusters Score -7.0078e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16064 members 
Mstep: Class 3 contains 46943 members 
Mstep: Class 4 contains 32390 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205337 members 
Mstep: Class 8 contains 16806 members 
Mstep: Class 9 contains 23200 members 
Mstep: Class 12 contains 23605 members 
Mstep: Class 15 contains 27898 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 225886 members 
Mstep: Class 18 contains 31042 members 
Mstep: Class 22 contains 5032 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077736.000000 Penalty: 49969.234375
Iteration 179Q: 16 clusters Score -7.007774e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 16067 members 
Mstep: Class 3 contains 46964 members 
Mstep: Class 4 contains 31930 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205313 members 
Mstep: Class 8 contains 16816 members 
Mstep: Class 9 contains 23213 members 
Mstep: Class 12 contains 23610 members 
Mstep: Class 15 contains 27919 members 
Mstep: Class 16 contains 21128 members 
Mstep: Class 17 contains 226295 members 
Mstep: Class 18 contains 31038 members 
Mstep: Class 22 contains 5038 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077760.000000 Penalty: 49969.234375
Iteration 180F: 16 clusters Score -7.007776e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 16067 members 
Mstep: Class 3 contains 46977 members 
Mstep: Class 4 contains 31507 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205345 members 
Mstep: Class 8 contains 16823 members 
Mstep: Class 9 contains 23238 members 
Mstep: Class 12 contains 23632 members 
Mstep: Class 15 contains 27935 members 
Mstep: Class 16 contains 21125 members 
Mstep: Class 17 contains 226606 members 
Mstep: Class 18 contains 31029 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077696.000000 Penalty: 49969.234375
Iteration 181Q: 16 clusters Score -7.00777e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16073 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 31131 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205393 members 
Mstep: Class 8 contains 16822 members 
Mstep: Class 9 contains 23250 members 
Mstep: Class 12 contains 23638 members 
Mstep: Class 15 contains 27958 members 
Mstep: Class 16 contains 21124 members 
Mstep: Class 17 contains 226856 members 
Mstep: Class 18 contains 31030 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077576.000000 Penalty: 49969.234375
Iteration 182Q: 16 clusters Score -7.007758e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16076 members 
Mstep: Class 3 contains 47015 members 
Mstep: Class 4 contains 30808 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205452 members 
Mstep: Class 8 contains 16830 members 
Mstep: Class 9 contains 23261 members 
Mstep: Class 12 contains 23646 members 
Mstep: Class 15 contains 27982 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 227056 members 
Mstep: Class 18 contains 31026 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077496.000000 Penalty: 49969.234375
Iteration 183Q: 16 clusters Score -7.00775e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16076 members 
Mstep: Class 3 contains 47025 members 
Mstep: Class 4 contains 30508 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205517 members 
Mstep: Class 8 contains 16836 members 
Mstep: Class 9 contains 23270 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 15 contains 28000 members 
Mstep: Class 16 contains 21123 members 
Mstep: Class 17 contains 227228 members 
Mstep: Class 18 contains 31019 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077504.000000 Penalty: 49969.234375
Iteration 184Q: 16 clusters Score -7.00775e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16080 members 
Mstep: Class 3 contains 47027 members 
Mstep: Class 4 contains 30251 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205597 members 
Mstep: Class 8 contains 16849 members 
Mstep: Class 9 contains 23270 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 15 contains 28018 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 227353 members 
Mstep: Class 18 contains 31022 members 
Mstep: Class 22 contains 5066 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077400.000000 Penalty: 49969.234375
Iteration 185Q: 16 clusters Score -7.00774e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 16082 members 
Mstep: Class 3 contains 47027 members 
Mstep: Class 4 contains 30033 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205687 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 23277 members 
Mstep: Class 12 contains 23673 members 
Mstep: Class 15 contains 28031 members 
Mstep: Class 16 contains 21112 members 
Mstep: Class 17 contains 227454 members 
Mstep: Class 18 contains 31027 members 
Mstep: Class 22 contains 5071 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077408.000000 Penalty: 49969.234375
Iteration 186Q: 16 clusters Score -7.007741e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16090 members 
Mstep: Class 3 contains 47027 members 
Mstep: Class 4 contains 29854 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205733 members 
Mstep: Class 8 contains 16845 members 
Mstep: Class 9 contains 23289 members 
Mstep: Class 12 contains 23674 members 
Mstep: Class 15 contains 28048 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 227542 members 
Mstep: Class 18 contains 31032 members 
Mstep: Class 22 contains 5079 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077336.000000 Penalty: 49969.234375
Iteration 187Q: 16 clusters Score -7.007734e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16098 members 
Mstep: Class 3 contains 47026 members 
Mstep: Class 4 contains 29683 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205801 members 
Mstep: Class 8 contains 16831 members 
Mstep: Class 9 contains 23299 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 15 contains 28064 members 
Mstep: Class 16 contains 21117 members 
Mstep: Class 17 contains 227617 members 
Mstep: Class 18 contains 31033 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077304.000000 Penalty: 49969.234375
Iteration 188Q: 16 clusters Score -7.00773e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16105 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205858 members 
Mstep: Class 8 contains 16834 members 
Mstep: Class 9 contains 23308 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 15 contains 28089 members 
Mstep: Class 16 contains 21117 members 
Mstep: Class 17 contains 227687 members 
Mstep: Class 18 contains 31036 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077152.000000 Penalty: 49969.234375
Iteration 189Q: 16 clusters Score -7.007715e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16112 members 
Mstep: Class 3 contains 47043 members 
Mstep: Class 4 contains 29363 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205919 members 
Mstep: Class 8 contains 16843 members 
Mstep: Class 9 contains 23311 members 
Mstep: Class 12 contains 23660 members 
Mstep: Class 15 contains 28104 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 227726 members 
Mstep: Class 18 contains 31041 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077072.000000 Penalty: 49969.234375
Iteration 190Q: 16 clusters Score -7.007707e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16116 members 
Mstep: Class 3 contains 47057 members 
Mstep: Class 4 contains 29234 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205940 members 
Mstep: Class 8 contains 16851 members 
Mstep: Class 9 contains 23320 members 
Mstep: Class 12 contains 23653 members 
Mstep: Class 15 contains 28122 members 
Mstep: Class 16 contains 21123 members 
Mstep: Class 17 contains 227771 members 
Mstep: Class 18 contains 31050 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077032.000000 Penalty: 49969.234375
Iteration 191Q: 16 clusters Score -7.007703e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16121 members 
Mstep: Class 3 contains 47066 members 
Mstep: Class 4 contains 29104 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 205984 members 
Mstep: Class 8 contains 16855 members 
Mstep: Class 9 contains 23333 members 
Mstep: Class 12 contains 23644 members 
Mstep: Class 15 contains 28133 members 
Mstep: Class 16 contains 21133 members 
Mstep: Class 17 contains 227809 members 
Mstep: Class 18 contains 31054 members 
Mstep: Class 22 contains 5088 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70077088.000000 Penalty: 49969.234375
Iteration 192Q: 16 clusters Score -7.007709e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16127 members 
Mstep: Class 3 contains 47073 members 
Mstep: Class 4 contains 28985 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206027 members 
Mstep: Class 8 contains 16862 members 
Mstep: Class 9 contains 23333 members 
Mstep: Class 12 contains 23646 members 
Mstep: Class 15 contains 28143 members 
Mstep: Class 16 contains 21133 members 
Mstep: Class 17 contains 227842 members 
Mstep: Class 18 contains 31062 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076944.000000 Penalty: 49969.234375
Iteration 193Q: 16 clusters Score -7.007694e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16127 members 
Mstep: Class 3 contains 47085 members 
Mstep: Class 4 contains 28871 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206041 members 
Mstep: Class 8 contains 16870 members 
Mstep: Class 9 contains 23335 members 
Mstep: Class 12 contains 23649 members 
Mstep: Class 15 contains 28157 members 
Mstep: Class 16 contains 21131 members 
Mstep: Class 17 contains 227896 members 
Mstep: Class 18 contains 31068 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076968.000000 Penalty: 49969.234375
Iteration 194Q: 16 clusters Score -7.007697e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47088 members 
Mstep: Class 4 contains 28762 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206072 members 
Mstep: Class 8 contains 16868 members 
Mstep: Class 9 contains 23339 members 
Mstep: Class 12 contains 23647 members 
Mstep: Class 15 contains 28161 members 
Mstep: Class 16 contains 21130 members 
Mstep: Class 17 contains 227948 members 
Mstep: Class 18 contains 31078 members 
Mstep: Class 22 contains 5099 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076904.000000 Penalty: 49969.234375
Iteration 195Q: 16 clusters Score -7.00769e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 28662 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206146 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 23355 members 
Mstep: Class 12 contains 23644 members 
Mstep: Class 15 contains 28168 members 
Mstep: Class 16 contains 21122 members 
Mstep: Class 17 contains 227958 members 
Mstep: Class 18 contains 31080 members 
Mstep: Class 22 contains 5105 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076824.000000 Penalty: 49969.234375
Iteration 196Q: 16 clusters Score -7.007682e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47085 members 
Mstep: Class 4 contains 28561 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206210 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 12 contains 23645 members 
Mstep: Class 15 contains 28179 members 
Mstep: Class 16 contains 21117 members 
Mstep: Class 17 contains 227982 members 
Mstep: Class 18 contains 31084 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076832.000000 Penalty: 49969.234375
Iteration 197Q: 16 clusters Score -7.007683e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16126 members 
Mstep: Class 3 contains 47092 members 
Mstep: Class 4 contains 28482 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206274 members 
Mstep: Class 8 contains 16866 members 
Mstep: Class 9 contains 23357 members 
Mstep: Class 12 contains 23646 members 
Mstep: Class 15 contains 28190 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 17 contains 227984 members 
Mstep: Class 18 contains 31084 members 
Mstep: Class 22 contains 5109 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076760.000000 Penalty: 49969.234375
Iteration 198Q: 16 clusters Score -7.007676e+07 nChanged 304
Entering ConstructFrom: 
Score: -70076760.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (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: -381153.843750 Penalty: 2042.435059
	Iteration 0F: 2 clusters Score -381153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -377386.656250 Penalty: 4084.870117
	Iteration 0F: 3 clusters Score -377386.7 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -378194.656250 Penalty: 4084.870117
	Iteration 1F: 3 clusters Score -378194.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -378369.437500 Penalty: 4084.870117
	Iteration 2F: 3 clusters Score -378369.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -378478.656250 Penalty: 4084.870117
	Iteration 3F: 3 clusters Score -378478.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -378551.750000 Penalty: 4084.870117
	Iteration 4Q: 3 clusters Score -378551.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -378614.093750 Penalty: 4084.870117
	Iteration 5Q: 3 clusters Score -378614.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -378668.031250 Penalty: 4084.870117
	Iteration 6Q: 3 clusters Score -378668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -378720.156250 Penalty: 4084.870117
	Iteration 7Q: 3 clusters Score -378720.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -378767.343750 Penalty: 4084.870117
	Iteration 8Q: 3 clusters Score -378767.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -378808.625000 Penalty: 4084.870117
	Iteration 9Q: 3 clusters Score -378808.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -378849.750000 Penalty: 4084.870117
	Iteration 10Q: 3 clusters Score -378849.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -378890.937500 Penalty: 4084.870117
	Iteration 11Q: 3 clusters Score -378890.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -378934.656250 Penalty: 4084.870117
	Iteration 12Q: 3 clusters Score -378934.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -378993.281250 Penalty: 4084.870117
	Iteration 13Q: 3 clusters Score -378993.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -379055.875000 Penalty: 4084.870117
	Iteration 14Q: 3 clusters Score -379055.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -379118.093750 Penalty: 4084.870117
	Iteration 15Q: 3 clusters Score -379118.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -379174.718750 Penalty: 4084.870117
	Iteration 16Q: 3 clusters Score -379174.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -379228.500000 Penalty: 4084.870117
	Iteration 17Q: 3 clusters Score -379228.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -379275.500000 Penalty: 4084.870117
	Iteration 18Q: 3 clusters Score -379275.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -379320.812500 Penalty: 4084.870117
	Iteration 19Q: 3 clusters Score -379320.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -379355.062500 Penalty: 4084.870117
	Iteration 20F: 3 clusters Score -379355.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -379390.781250 Penalty: 4084.870117
	Iteration 21Q: 3 clusters Score -379390.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -379421.937500 Penalty: 4084.870117
	Iteration 22Q: 3 clusters Score -379421.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -379453.281250 Penalty: 4084.870117
	Iteration 23Q: 3 clusters Score -379453.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -379473.843750 Penalty: 4084.870117
	Iteration 24Q: 3 clusters Score -379473.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -379497.406250 Penalty: 4084.870117
	Iteration 25Q: 3 clusters Score -379497.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -379512.093750 Penalty: 4084.870117
	Iteration 26Q: 3 clusters Score -379512.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -379528.343750 Penalty: 4084.870117
	Iteration 27Q: 3 clusters Score -379528.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -379543.500000 Penalty: 4084.870117
	Iteration 28Q: 3 clusters Score -379543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -379555.750000 Penalty: 4084.870117
	Iteration 29Q: 3 clusters Score -379555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -379563.593750 Penalty: 4084.870117
	Iteration 30Q: 3 clusters Score -379563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -379568.687500 Penalty: 4084.870117
	Iteration 31Q: 3 clusters Score -379568.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -379571.250000 Penalty: 4084.870117
	Iteration 32Q: 3 clusters Score -379571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -379573.500000 Penalty: 4084.870117
	Iteration 33Q: 3 clusters Score -379573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -379576.875000 Penalty: 4084.870117
	Iteration 34Q: 3 clusters Score -379576.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -379576.875000 Penalty: 4084.870117
	Iteration 35F: 3 clusters Score -379576.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Entering Unmasked Estep 
Score: -1723183.000000 Penalty: 2402.701416
	Iteration 0F: 2 clusters Score -1723183 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 8058 members 
Entering Unmasked Estep 
Score: -1711545.250000 Penalty: 4805.402832
	Iteration 0F: 3 clusters Score -1711545 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1715320.875000 Penalty: 4805.402832
	Iteration 1F: 3 clusters Score -1715321 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1715700.125000 Penalty: 4805.402832
	Iteration 2F: 3 clusters Score -1715700 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1715987.000000 Penalty: 4805.402832
	Iteration 3Q: 3 clusters Score -1715987 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1716264.000000 Penalty: 4805.402832
	Iteration 4Q: 3 clusters Score -1716264 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1716507.375000 Penalty: 4805.402832
	Iteration 5Q: 3 clusters Score -1716507 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1716758.625000 Penalty: 4805.402832
	Iteration 6Q: 3 clusters Score -1716759 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1717060.875000 Penalty: 4805.402832
	Iteration 7Q: 3 clusters Score -1717061 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1717413.500000 Penalty: 4805.402832
	Iteration 8Q: 3 clusters Score -1717414 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1717872.125000 Penalty: 4805.402832
	Iteration 9Q: 3 clusters Score -1717872 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1718389.500000 Penalty: 4805.402832
	Iteration 10Q: 3 clusters Score -1718390 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1718952.750000 Penalty: 4805.402832
	Iteration 11Q: 3 clusters Score -1718953 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1719433.250000 Penalty: 4805.402832
	Iteration 12Q: 3 clusters Score -1719433 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1719768.750000 Penalty: 4805.402832
	Iteration 13Q: 3 clusters Score -1719769 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1719969.750000 Penalty: 4805.402832
	Iteration 14Q: 3 clusters Score -1719970 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1720107.625000 Penalty: 4805.402832
	Iteration 15Q: 3 clusters Score -1720108 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1720230.875000 Penalty: 4805.402832
	Iteration 16Q: 3 clusters Score -1720231 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1720340.000000 Penalty: 4805.402832
	Iteration 17Q: 3 clusters Score -1720340 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1720411.500000 Penalty: 4805.402832
	Iteration 18Q: 3 clusters Score -1720412 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1720493.250000 Penalty: 4805.402832
	Iteration 19Q: 3 clusters Score -1720493 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1720574.250000 Penalty: 4805.402832
	Iteration 20F: 3 clusters Score -1720574 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1720622.375000 Penalty: 4805.402832
	Iteration 21Q: 3 clusters Score -1720622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1720665.500000 Penalty: 4805.402832
	Iteration 22Q: 3 clusters Score -1720666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1720697.500000 Penalty: 4805.402832
	Iteration 23Q: 3 clusters Score -1720698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1720730.500000 Penalty: 4805.402832
	Iteration 24Q: 3 clusters Score -1720730 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1720755.000000 Penalty: 4805.402832
	Iteration 25Q: 3 clusters Score -1720755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1720781.000000 Penalty: 4805.402832
	Iteration 26Q: 3 clusters Score -1720781 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1720806.750000 Penalty: 4805.402832
	Iteration 27Q: 3 clusters Score -1720807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1720824.125000 Penalty: 4805.402832
	Iteration 28Q: 3 clusters Score -1720824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1720844.500000 Penalty: 4805.402832
	Iteration 29Q: 3 clusters Score -1720844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1720854.250000 Penalty: 4805.402832
	Iteration 30Q: 3 clusters Score -1720854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1720863.000000 Penalty: 4805.402832
	Iteration 31Q: 3 clusters Score -1720863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1720875.125000 Penalty: 4805.402832
	Iteration 32Q: 3 clusters Score -1720875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1720885.625000 Penalty: 4805.402832
	Iteration 33Q: 3 clusters Score -1720886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1720894.250000 Penalty: 4805.402832
	Iteration 34Q: 3 clusters Score -1720894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1720903.375000 Penalty: 4805.402832
	Iteration 35Q: 3 clusters Score -1720903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1720908.375000 Penalty: 4805.402832
	Iteration 36Q: 3 clusters Score -1720908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1720915.000000 Penalty: 4805.402832
	Iteration 37Q: 3 clusters Score -1720915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1720923.000000 Penalty: 4805.402832
	Iteration 38Q: 3 clusters Score -1720923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1720928.125000 Penalty: 4805.402832
	Iteration 39Q: 3 clusters Score -1720928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1720928.625000 Penalty: 4805.402832
	Iteration 40F: 3 clusters Score -1720929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1720932.625000 Penalty: 4805.402832
	Iteration 41Q: 3 clusters Score -1720933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1720943.000000 Penalty: 4805.402832
	Iteration 42Q: 3 clusters Score -1720943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1720944.250000 Penalty: 4805.402832
	Iteration 43Q: 3 clusters Score -1720944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1720946.375000 Penalty: 4805.402832
	Iteration 44Q: 3 clusters Score -1720946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1720952.000000 Penalty: 4805.402832
	Iteration 45Q: 3 clusters Score -1720952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1720958.125000 Penalty: 4805.402832
	Iteration 46Q: 3 clusters Score -1720958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1720959.625000 Penalty: 4805.402832
	Iteration 47Q: 3 clusters Score -1720960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1720960.750000 Penalty: 4805.402832
	Iteration 48Q: 3 clusters Score -1720961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1720967.000000 Penalty: 4805.402832
	Iteration 49Q: 3 clusters Score -1720967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1720976.875000 Penalty: 4805.402832
	Iteration 50Q: 3 clusters Score -1720977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1720979.625000 Penalty: 4805.402832
	Iteration 51Q: 3 clusters Score -1720980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1720985.125000 Penalty: 4805.402832
	Iteration 52Q: 3 clusters Score -1720985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1720990.375000 Penalty: 4805.402832
	Iteration 53Q: 3 clusters Score -1720990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1720997.500000 Penalty: 4805.402832
	Iteration 54Q: 3 clusters Score -1720998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1721002.625000 Penalty: 4805.402832
	Iteration 55Q: 3 clusters Score -1721003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1721010.750000 Penalty: 4805.402832
	Iteration 56Q: 3 clusters Score -1721011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1721012.875000 Penalty: 4805.402832
	Iteration 57Q: 3 clusters Score -1721013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1721011.625000 Penalty: 4805.402832
	Iteration 58Q: 3 clusters Score -1721012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1721018.750000 Penalty: 4805.402832
	Iteration 59Q: 3 clusters Score -1721019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1721023.250000 Penalty: 4805.402832
	Iteration 60F: 3 clusters Score -1721023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1721025.875000 Penalty: 4805.402832
	Iteration 61Q: 3 clusters Score -1721026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1721028.250000 Penalty: 4805.402832
	Iteration 62Q: 3 clusters Score -1721028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1721027.875000 Penalty: 4805.402832
	Iteration 63Q: 3 clusters Score -1721028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1721034.875000 Penalty: 4805.402832
	Iteration 64Q: 3 clusters Score -1721035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1721040.000000 Penalty: 4805.402832
	Iteration 65Q: 3 clusters Score -1721040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1721041.500000 Penalty: 4805.402832
	Iteration 66Q: 3 clusters Score -1721042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1721039.625000 Penalty: 4805.402832
	Iteration 67Q: 3 clusters Score -1721040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1721041.750000 Penalty: 4805.402832
	Iteration 68Q: 3 clusters Score -1721042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1721044.375000 Penalty: 4805.402832
	Iteration 69Q: 3 clusters Score -1721044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1721049.375000 Penalty: 4805.402832
	Iteration 70Q: 3 clusters Score -1721049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1721050.250000 Penalty: 4805.402832
	Iteration 71Q: 3 clusters Score -1721050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1721055.000000 Penalty: 4805.402832
	Iteration 72Q: 3 clusters Score -1721055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1721056.000000 Penalty: 4805.402832
	Iteration 73Q: 3 clusters Score -1721056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1721059.375000 Penalty: 4805.402832
	Iteration 74Q: 3 clusters Score -1721059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1721057.125000 Penalty: 4805.402832
	Iteration 75Q: 3 clusters Score -1721057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1721059.000000 Penalty: 4805.402832
	Iteration 76Q: 3 clusters Score -1721059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1721058.375000 Penalty: 4805.402832
	Iteration 77Q: 3 clusters Score -1721058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1721058.375000 Penalty: 4805.402832
	Iteration 78F: 3 clusters Score -1721058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Entering Unmasked Estep 
Score: -4808839.500000 Penalty: 2668.471191
	Iteration 0F: 2 clusters Score -4808840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4777080.500000 Penalty: 5336.942383
	Iteration 0F: 3 clusters Score -4777080 nChanged 21764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -4788989.500000 Penalty: 5336.942383
	Iteration 1F: 3 clusters Score -4788990 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4789689.000000 Penalty: 5336.942383
	Iteration 2Q: 3 clusters Score -4789689 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4790374.500000 Penalty: 5336.942383
	Iteration 3Q: 3 clusters Score -4790374 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -4791119.000000 Penalty: 5336.942383
	Iteration 4Q: 3 clusters Score -4791119 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -4792011.500000 Penalty: 5336.942383
	Iteration 5Q: 3 clusters Score -4792012 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4792935.000000 Penalty: 5336.942383
	Iteration 6Q: 3 clusters Score -4792935 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4794164.000000 Penalty: 5336.942383
	Iteration 7Q: 3 clusters Score -4794164 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -4795654.000000 Penalty: 5336.942383
	Iteration 8Q: 3 clusters Score -4795654 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4797443.500000 Penalty: 5336.942383
	Iteration 9F: 3 clusters Score -4797444 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4799115.000000 Penalty: 5336.942383
	Iteration 10F: 3 clusters Score -4799115 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4800372.500000 Penalty: 5336.942383
	Iteration 11Q: 3 clusters Score -4800372 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4801178.500000 Penalty: 5336.942383
	Iteration 12Q: 3 clusters Score -4801178 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4801834.500000 Penalty: 5336.942383
	Iteration 13Q: 3 clusters Score -4801834 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4802340.500000 Penalty: 5336.942383
	Iteration 14Q: 3 clusters Score -4802340 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4802828.500000 Penalty: 5336.942383
	Iteration 15Q: 3 clusters Score -4802828 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4803246.500000 Penalty: 5336.942383
	Iteration 16Q: 3 clusters Score -4803246 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4803612.500000 Penalty: 5336.942383
	Iteration 17Q: 3 clusters Score -4803612 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -4803959.000000 Penalty: 5336.942383
	Iteration 18Q: 3 clusters Score -4803959 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -4804229.500000 Penalty: 5336.942383
	Iteration 19Q: 3 clusters Score -4804230 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -4804488.000000 Penalty: 5336.942383
	Iteration 20F: 3 clusters Score -4804488 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -4804740.500000 Penalty: 5336.942383
	Iteration 21Q: 3 clusters Score -4804740 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -4804965.500000 Penalty: 5336.942383
	Iteration 22Q: 3 clusters Score -4804966 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -4805160.500000 Penalty: 5336.942383
	Iteration 23Q: 3 clusters Score -4805160 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -4805362.000000 Penalty: 5336.942383
	Iteration 24Q: 3 clusters Score -4805362 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -4805511.500000 Penalty: 5336.942383
	Iteration 25Q: 3 clusters Score -4805512 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -4805650.500000 Penalty: 5336.942383
	Iteration 26Q: 3 clusters Score -4805650 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -4805775.500000 Penalty: 5336.942383
	Iteration 27Q: 3 clusters Score -4805776 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -4805876.500000 Penalty: 5336.942383
	Iteration 28Q: 3 clusters Score -4805876 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -4805955.000000 Penalty: 5336.942383
	Iteration 29Q: 3 clusters Score -4805955 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -4806021.500000 Penalty: 5336.942383
	Iteration 30Q: 3 clusters Score -4806022 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -4806081.000000 Penalty: 5336.942383
	Iteration 31Q: 3 clusters Score -4806081 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -4806126.500000 Penalty: 5336.942383
	Iteration 32Q: 3 clusters Score -4806126 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -4806177.000000 Penalty: 5336.942383
	Iteration 33Q: 3 clusters Score -4806177 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -4806201.500000 Penalty: 5336.942383
	Iteration 34Q: 3 clusters Score -4806202 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -4806238.500000 Penalty: 5336.942383
	Iteration 35Q: 3 clusters Score -4806238 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -4806304.500000 Penalty: 5336.942383
	Iteration 36Q: 3 clusters Score -4806304 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -4806323.000000 Penalty: 5336.942383
	Iteration 37Q: 3 clusters Score -4806323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -4806352.000000 Penalty: 5336.942383
	Iteration 38Q: 3 clusters Score -4806352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -4806367.000000 Penalty: 5336.942383
	Iteration 39Q: 3 clusters Score -4806367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -4806386.500000 Penalty: 5336.942383
	Iteration 40F: 3 clusters Score -4806386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -4806413.000000 Penalty: 5336.942383
	Iteration 41Q: 3 clusters Score -4806413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -4806429.000000 Penalty: 5336.942383
	Iteration 42Q: 3 clusters Score -4806429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -4806440.000000 Penalty: 5336.942383
	Iteration 43Q: 3 clusters Score -4806440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -4806455.500000 Penalty: 5336.942383
	Iteration 44Q: 3 clusters Score -4806456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -4806468.500000 Penalty: 5336.942383
	Iteration 45Q: 3 clusters Score -4806468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -4806474.000000 Penalty: 5336.942383
	Iteration 46Q: 3 clusters Score -4806474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -4806480.000000 Penalty: 5336.942383
	Iteration 47Q: 3 clusters Score -4806480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -4806488.500000 Penalty: 5336.942383
	Iteration 48Q: 3 clusters Score -4806488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -4806497.000000 Penalty: 5336.942383
	Iteration 49Q: 3 clusters Score -4806497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -4806507.500000 Penalty: 5336.942383
	Iteration 50Q: 3 clusters Score -4806508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -4806508.500000 Penalty: 5336.942383
	Iteration 51Q: 3 clusters Score -4806508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -4806518.500000 Penalty: 5336.942383
	Iteration 52Q: 3 clusters Score -4806518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -4806515.500000 Penalty: 5336.942383
	Iteration 53Q: 3 clusters Score -4806516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -4806518.000000 Penalty: 5336.942383
	Iteration 54Q: 3 clusters Score -4806518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -4806527.000000 Penalty: 5336.942383
	Iteration 55Q: 3 clusters Score -4806527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -4806528.500000 Penalty: 5336.942383
	Iteration 56Q: 3 clusters Score -4806528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -4806530.000000 Penalty: 5336.942383
	Iteration 57Q: 3 clusters Score -4806530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -4806529.500000 Penalty: 5336.942383
	Iteration 58Q: 3 clusters Score -4806530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -4806529.500000 Penalty: 5336.942383
	Iteration 59Q: 3 clusters Score -4806530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -4806535.500000 Penalty: 5336.942383
	Iteration 60F: 3 clusters Score -4806536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -4806541.500000 Penalty: 5336.942383
	Iteration 61Q: 3 clusters Score -4806542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -4806539.000000 Penalty: 5336.942383
	Iteration 62Q: 3 clusters Score -4806539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -4806545.000000 Penalty: 5336.942383
	Iteration 63Q: 3 clusters Score -4806545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -4806546.500000 Penalty: 5336.942383
	Iteration 64Q: 3 clusters Score -4806546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -4806542.000000 Penalty: 5336.942383
	Iteration 65Q: 3 clusters Score -4806542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -4806555.000000 Penalty: 5336.942383
	Iteration 66Q: 3 clusters Score -4806555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -4806550.000000 Penalty: 5336.942383
	Iteration 67Q: 3 clusters Score -4806550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -4806549.500000 Penalty: 5336.942383
	Iteration 68Q: 3 clusters Score -4806550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -4806553.500000 Penalty: 5336.942383
	Iteration 69Q: 3 clusters Score -4806554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -4806549.500000 Penalty: 5336.942383
	Iteration 70Q: 3 clusters Score -4806550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -4806551.000000 Penalty: 5336.942383
	Iteration 71Q: 3 clusters Score -4806551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -4806552.000000 Penalty: 5336.942383
	Iteration 72Q: 3 clusters Score -4806552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -4806551.500000 Penalty: 5336.942383
	Iteration 73Q: 3 clusters Score -4806552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -4806556.500000 Penalty: 5336.942383
	Iteration 74Q: 3 clusters Score -4806556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -4806561.000000 Penalty: 5336.942383
	Iteration 75Q: 3 clusters Score -4806561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -4806560.500000 Penalty: 5336.942383
	Iteration 76Q: 3 clusters Score -4806560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -4806564.000000 Penalty: 5336.942383
	Iteration 77Q: 3 clusters Score -4806564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -4806565.500000 Penalty: 5336.942383
	Iteration 78Q: 3 clusters Score -4806566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -4806565.500000 Penalty: 5336.942383
	Iteration 79F: 3 clusters Score -4806566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Entering Unmasked Estep 
Score: -3034408.250000 Penalty: 2543.062744
	Iteration 0F: 2 clusters Score -3034408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3014836.000000 Penalty: 5086.125488
	Iteration 0F: 3 clusters Score -3014836 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -3021728.750000 Penalty: 5086.125488
	Iteration 1F: 3 clusters Score -3021729 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3022086.500000 Penalty: 5086.125488
	Iteration 2Q: 3 clusters Score -3022086 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3022431.000000 Penalty: 5086.125488
	Iteration 3Q: 3 clusters Score -3022431 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3022733.000000 Penalty: 5086.125488
	Iteration 4Q: 3 clusters Score -3022733 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3023027.000000 Penalty: 5086.125488
	Iteration 5Q: 3 clusters Score -3023027 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3023377.500000 Penalty: 5086.125488
	Iteration 6Q: 3 clusters Score -3023378 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3023835.500000 Penalty: 5086.125488
	Iteration 7Q: 3 clusters Score -3023836 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3024521.750000 Penalty: 5086.125488
	Iteration 8Q: 3 clusters Score -3024522 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3025539.250000 Penalty: 5086.125488
	Iteration 9F: 3 clusters Score -3025539 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3026919.250000 Penalty: 5086.125488
	Iteration 10F: 3 clusters Score -3026919 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3028556.250000 Penalty: 5086.125488
	Iteration 11F: 3 clusters Score -3028556 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3030009.750000 Penalty: 5086.125488
	Iteration 12F: 3 clusters Score -3030010 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3030994.250000 Penalty: 5086.125488
	Iteration 13Q: 3 clusters Score -3030994 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3031543.250000 Penalty: 5086.125488
	Iteration 14Q: 3 clusters Score -3031543 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3031819.250000 Penalty: 5086.125488
	Iteration 15Q: 3 clusters Score -3031819 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3031963.000000 Penalty: 5086.125488
	Iteration 16Q: 3 clusters Score -3031963 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3032041.250000 Penalty: 5086.125488
	Iteration 17Q: 3 clusters Score -3032041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3032090.500000 Penalty: 5086.125488
	Iteration 18Q: 3 clusters Score -3032090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3032124.250000 Penalty: 5086.125488
	Iteration 19Q: 3 clusters Score -3032124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3032141.750000 Penalty: 5086.125488
	Iteration 20F: 3 clusters Score -3032142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3032158.750000 Penalty: 5086.125488
	Iteration 21Q: 3 clusters Score -3032159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3032173.750000 Penalty: 5086.125488
	Iteration 22Q: 3 clusters Score -3032174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3032181.250000 Penalty: 5086.125488
	Iteration 23Q: 3 clusters Score -3032181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3032187.250000 Penalty: 5086.125488
	Iteration 24Q: 3 clusters Score -3032187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3032189.000000 Penalty: 5086.125488
	Iteration 25Q: 3 clusters Score -3032189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3032193.250000 Penalty: 5086.125488
	Iteration 26Q: 3 clusters Score -3032193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3032197.750000 Penalty: 5086.125488
	Iteration 27Q: 3 clusters Score -3032198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3032199.000000 Penalty: 5086.125488
	Iteration 28Q: 3 clusters Score -3032199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3032200.750000 Penalty: 5086.125488
	Iteration 29Q: 3 clusters Score -3032201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3032200.750000 Penalty: 5086.125488
	Iteration 30F: 3 clusters Score -3032201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -71257.414062 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -71257.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69472.953125 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -69472.95 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69909.460938 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -69909.46 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70345.648438 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -70345.65 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70550.617188 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -70550.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -70668.828125 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -70668.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -70777.679688 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -70777.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -70858.367188 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -70858.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -70950.445312 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -70950.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -71009.859375 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -71009.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -71034.015625 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -71034.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -71051.117188 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -71051.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -71077.265625 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -71077.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -71090.593750 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -71090.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71104.867188 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -71104.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -71126.617188 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -71126.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -71135.460938 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -71135.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -71145.578125 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -71145.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -71147.531250 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -71147.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -71149.078125 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -71149.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -71154.781250 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -71154.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -71160.000000 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -71160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71165.945312 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -71165.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71171.101562 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -71171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -71180.296875 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -71180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -71186.437500 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -71186.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -71186.437500 Penalty: 3301.736328
	Iteration 25F: 3 clusters Score -71186.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (206357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206357 members 
Entering Unmasked Estep 
Score: -21518728.000000 Penalty: 3034.865967
	Iteration 0F: 2 clusters Score -2.151873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -21387190.000000 Penalty: 6069.731934
	Iteration 0F: 3 clusters Score -2.138719e+07 nChanged 99325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102069 members 
Mstep: Class 2 contains 104288 members 
Entering Unmasked Estep 
Score: -21445846.000000 Penalty: 6069.731934
	Iteration 1F: 3 clusters Score -2.144585e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101665 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -21447720.000000 Penalty: 6069.731934
	Iteration 2Q: 3 clusters Score -2.144772e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 105039 members 
Entering Unmasked Estep 
Score: -21449898.000000 Penalty: 6069.731934
	Iteration 3Q: 3 clusters Score -2.14499e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 105429 members 
Entering Unmasked Estep 
Score: -21452984.000000 Penalty: 6069.731934
	Iteration 4Q: 3 clusters Score -2.145298e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100587 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -21456874.000000 Penalty: 6069.731934
	Iteration 5Q: 3 clusters Score -2.145687e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100531 members 
Mstep: Class 2 contains 105826 members 
Entering Unmasked Estep 
Score: -21461956.000000 Penalty: 6069.731934
	Iteration 6F: 3 clusters Score -2.146196e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 105446 members 
Entering Unmasked Estep 
Score: -21468184.000000 Penalty: 6069.731934
	Iteration 7F: 3 clusters Score -2.146818e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102056 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
Score: -21476032.000000 Penalty: 6069.731934
	Iteration 8F: 3 clusters Score -2.147603e+07 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103931 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -21484840.000000 Penalty: 6069.731934
	Iteration 9F: 3 clusters Score -2.148484e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106467 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -21492622.000000 Penalty: 6069.731934
	Iteration 10F: 3 clusters Score -2.149262e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109092 members 
Mstep: Class 2 contains 97265 members 
Entering Unmasked Estep 
Score: -21497820.000000 Penalty: 6069.731934
	Iteration 11Q: 3 clusters Score -2.149782e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111494 members 
Mstep: Class 2 contains 94863 members 
Entering Unmasked Estep 
Score: -21500508.000000 Penalty: 6069.731934
	Iteration 12Q: 3 clusters Score -2.150051e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -21502280.000000 Penalty: 6069.731934
	Iteration 13Q: 3 clusters Score -2.150228e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -21503460.000000 Penalty: 6069.731934
	Iteration 14Q: 3 clusters Score -2.150346e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -21504568.000000 Penalty: 6069.731934
	Iteration 15Q: 3 clusters Score -2.150457e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119192 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -21505224.000000 Penalty: 6069.731934
	Iteration 16Q: 3 clusters Score -2.150522e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120632 members 
Mstep: Class 2 contains 85725 members 
Entering Unmasked Estep 
Score: -21505782.000000 Penalty: 6069.731934
	Iteration 17Q: 3 clusters Score -2.150578e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121885 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -21506184.000000 Penalty: 6069.731934
	Iteration 18Q: 3 clusters Score -2.150618e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -21506418.000000 Penalty: 6069.731934
	Iteration 19Q: 3 clusters Score -2.150642e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124279 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -21506626.000000 Penalty: 6069.731934
	Iteration 20F: 3 clusters Score -2.150663e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125424 members 
Mstep: Class 2 contains 80933 members 
Entering Unmasked Estep 
Score: -21506852.000000 Penalty: 6069.731934
	Iteration 21Q: 3 clusters Score -2.150685e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126537 members 
Mstep: Class 2 contains 79820 members 
Entering Unmasked Estep 
Score: -21506862.000000 Penalty: 6069.731934
	Iteration 22Q: 3 clusters Score -2.150686e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127605 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -21507020.000000 Penalty: 6069.731934
	Iteration 23Q: 3 clusters Score -2.150702e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128683 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -21507126.000000 Penalty: 6069.731934
	Iteration 24Q: 3 clusters Score -2.150713e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129712 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -21507206.000000 Penalty: 6069.731934
	Iteration 25Q: 3 clusters Score -2.150721e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130755 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -21507360.000000 Penalty: 6069.731934
	Iteration 26Q: 3 clusters Score -2.150736e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131803 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -21507462.000000 Penalty: 6069.731934
	Iteration 27Q: 3 clusters Score -2.150746e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132844 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
Score: -21507536.000000 Penalty: 6069.731934
	Iteration 28Q: 3 clusters Score -2.150754e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133887 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -21507544.000000 Penalty: 6069.731934
	Iteration 29Q: 3 clusters Score -2.150754e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134898 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -21507680.000000 Penalty: 6069.731934
	Iteration 30Q: 3 clusters Score -2.150768e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135944 members 
Mstep: Class 2 contains 70413 members 
Entering Unmasked Estep 
Score: -21507744.000000 Penalty: 6069.731934
	Iteration 31Q: 3 clusters Score -2.150774e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137036 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -21507822.000000 Penalty: 6069.731934
	Iteration 32Q: 3 clusters Score -2.150782e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138147 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -21508050.000000 Penalty: 6069.731934
	Iteration 33Q: 3 clusters Score -2.150805e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -21508148.000000 Penalty: 6069.731934
	Iteration 34Q: 3 clusters Score -2.150815e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140469 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -21508324.000000 Penalty: 6069.731934
	Iteration 35Q: 3 clusters Score -2.150832e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141645 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -21508538.000000 Penalty: 6069.731934
	Iteration 36Q: 3 clusters Score -2.150854e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142867 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -21508692.000000 Penalty: 6069.731934
	Iteration 37Q: 3 clusters Score -2.150869e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144104 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -21508780.000000 Penalty: 6069.731934
	Iteration 38Q: 3 clusters Score -2.150878e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145325 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -21509024.000000 Penalty: 6069.731934
	Iteration 39Q: 3 clusters Score -2.150902e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146534 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -21509110.000000 Penalty: 6069.731934
	Iteration 40F: 3 clusters Score -2.150911e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147766 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -21509204.000000 Penalty: 6069.731934
	Iteration 41Q: 3 clusters Score -2.15092e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -21509328.000000 Penalty: 6069.731934
	Iteration 42Q: 3 clusters Score -2.150933e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150267 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -21509404.000000 Penalty: 6069.731934
	Iteration 43Q: 3 clusters Score -2.15094e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151485 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -21509554.000000 Penalty: 6069.731934
	Iteration 44Q: 3 clusters Score -2.150955e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -21509636.000000 Penalty: 6069.731934
	Iteration 45Q: 3 clusters Score -2.150964e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153849 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -21509844.000000 Penalty: 6069.731934
	Iteration 46Q: 3 clusters Score -2.150984e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155063 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -21510040.000000 Penalty: 6069.731934
	Iteration 47Q: 3 clusters Score -2.151004e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156283 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -21510334.000000 Penalty: 6069.731934
	Iteration 48Q: 3 clusters Score -2.151033e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -21510456.000000 Penalty: 6069.731934
	Iteration 49Q: 3 clusters Score -2.151046e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158750 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -21510612.000000 Penalty: 6069.731934
	Iteration 50Q: 3 clusters Score -2.151061e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159949 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -21510880.000000 Penalty: 6069.731934
	Iteration 51Q: 3 clusters Score -2.151088e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -21511102.000000 Penalty: 6069.731934
	Iteration 52Q: 3 clusters Score -2.15111e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162449 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -21511382.000000 Penalty: 6069.731934
	Iteration 53Q: 3 clusters Score -2.151138e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163746 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -21511568.000000 Penalty: 6069.731934
	Iteration 54Q: 3 clusters Score -2.151157e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165056 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -21511854.000000 Penalty: 6069.731934
	Iteration 55Q: 3 clusters Score -2.151185e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166398 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -21512082.000000 Penalty: 6069.731934
	Iteration 56Q: 3 clusters Score -2.151208e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167761 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -21512312.000000 Penalty: 6069.731934
	Iteration 57Q: 3 clusters Score -2.151231e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -21512620.000000 Penalty: 6069.731934
	Iteration 58Q: 3 clusters Score -2.151262e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170632 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -21512962.000000 Penalty: 6069.731934
	Iteration 59Q: 3 clusters Score -2.151296e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172043 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -21513214.000000 Penalty: 6069.731934
	Iteration 60F: 3 clusters Score -2.151321e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173445 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -21513440.000000 Penalty: 6069.731934
	Iteration 61Q: 3 clusters Score -2.151344e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174748 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -21513658.000000 Penalty: 6069.731934
	Iteration 62Q: 3 clusters Score -2.151366e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175965 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -21513846.000000 Penalty: 6069.731934
	Iteration 63Q: 3 clusters Score -2.151385e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177180 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -21514046.000000 Penalty: 6069.731934
	Iteration 64Q: 3 clusters Score -2.151405e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178348 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -21514326.000000 Penalty: 6069.731934
	Iteration 65Q: 3 clusters Score -2.151433e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179530 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -21514514.000000 Penalty: 6069.731934
	Iteration 66Q: 3 clusters Score -2.151451e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180654 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -21514740.000000 Penalty: 6069.731934
	Iteration 67Q: 3 clusters Score -2.151474e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181754 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -21514860.000000 Penalty: 6069.731934
	Iteration 68Q: 3 clusters Score -2.151486e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182863 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -21515024.000000 Penalty: 6069.731934
	Iteration 69Q: 3 clusters Score -2.151502e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183916 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -21515080.000000 Penalty: 6069.731934
	Iteration 70Q: 3 clusters Score -2.151508e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184969 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -21515278.000000 Penalty: 6069.731934
	Iteration 71Q: 3 clusters Score -2.151528e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186020 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -21515416.000000 Penalty: 6069.731934
	Iteration 72Q: 3 clusters Score -2.151542e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -21515608.000000 Penalty: 6069.731934
	Iteration 73Q: 3 clusters Score -2.151561e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188021 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -21515812.000000 Penalty: 6069.731934
	Iteration 74Q: 3 clusters Score -2.151581e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -21516068.000000 Penalty: 6069.731934
	Iteration 75Q: 3 clusters Score -2.151607e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189811 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -21516322.000000 Penalty: 6069.731934
	Iteration 76Q: 3 clusters Score -2.151632e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190719 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -21516566.000000 Penalty: 6069.731934
	Iteration 77Q: 3 clusters Score -2.151657e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191647 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -21516970.000000 Penalty: 6069.731934
	Iteration 78Q: 3 clusters Score -2.151697e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192551 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -21517154.000000 Penalty: 6069.731934
	Iteration 79Q: 3 clusters Score -2.151715e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193439 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -21517392.000000 Penalty: 6069.731934
	Iteration 80F: 3 clusters Score -2.151739e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194269 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -21517596.000000 Penalty: 6069.731934
	Iteration 81Q: 3 clusters Score -2.15176e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195038 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -21517826.000000 Penalty: 6069.731934
	Iteration 82Q: 3 clusters Score -2.151783e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195761 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -21517988.000000 Penalty: 6069.731934
	Iteration 83Q: 3 clusters Score -2.151799e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196390 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -21518156.000000 Penalty: 6069.731934
	Iteration 84Q: 3 clusters Score -2.151816e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196947 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -21518278.000000 Penalty: 6069.731934
	Iteration 85Q: 3 clusters Score -2.151828e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197446 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -21518420.000000 Penalty: 6069.731934
	Iteration 86Q: 3 clusters Score -2.151842e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197931 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -21518584.000000 Penalty: 6069.731934
	Iteration 87Q: 3 clusters Score -2.151858e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198374 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -21518668.000000 Penalty: 6069.731934
	Iteration 88Q: 3 clusters Score -2.151867e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198781 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -21518752.000000 Penalty: 6069.731934
	Iteration 89Q: 3 clusters Score -2.151875e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199160 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -21518676.000000 Penalty: 6069.731934
	Iteration 90Q: 3 clusters Score -2.151868e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199473 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -21518656.000000 Penalty: 6069.731934
	Iteration 91Q: 3 clusters Score -2.151866e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199777 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -21518612.000000 Penalty: 6069.731934
	Iteration 92Q: 3 clusters Score -2.151861e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200071 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -21518542.000000 Penalty: 6069.731934
	Iteration 93Q: 3 clusters Score -2.151854e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200340 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -21518568.000000 Penalty: 6069.731934
	Iteration 94Q: 3 clusters Score -2.151857e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200549 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -21518532.000000 Penalty: 6069.731934
	Iteration 95Q: 3 clusters Score -2.151853e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200731 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -21518542.000000 Penalty: 6069.731934
	Iteration 96Q: 3 clusters Score -2.151854e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200893 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -21518474.000000 Penalty: 6069.731934
	Iteration 97Q: 3 clusters Score -2.151847e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201051 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -21518436.000000 Penalty: 6069.731934
	Iteration 98Q: 3 clusters Score -2.151844e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201192 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -21518326.000000 Penalty: 6069.731934
	Iteration 99Q: 3 clusters Score -2.151833e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201336 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -21518322.000000 Penalty: 6069.731934
	Iteration 100F: 3 clusters Score -2.151832e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201483 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -21518276.000000 Penalty: 6069.731934
	Iteration 101Q: 3 clusters Score -2.151828e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201621 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -21518288.000000 Penalty: 6069.731934
	Iteration 102Q: 3 clusters Score -2.151829e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201755 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -21518296.000000 Penalty: 6069.731934
	Iteration 103Q: 3 clusters Score -2.15183e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201879 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -21518274.000000 Penalty: 6069.731934
	Iteration 104Q: 3 clusters Score -2.151827e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202004 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -21518284.000000 Penalty: 6069.731934
	Iteration 105Q: 3 clusters Score -2.151828e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202102 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -21518280.000000 Penalty: 6069.731934
	Iteration 106Q: 3 clusters Score -2.151828e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202187 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -21518248.000000 Penalty: 6069.731934
	Iteration 107Q: 3 clusters Score -2.151825e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202277 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -21518188.000000 Penalty: 6069.731934
	Iteration 108Q: 3 clusters Score -2.151819e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202375 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -21518208.000000 Penalty: 6069.731934
	Iteration 109Q: 3 clusters Score -2.151821e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202458 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -21518226.000000 Penalty: 6069.731934
	Iteration 110Q: 3 clusters Score -2.151823e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202535 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -21518202.000000 Penalty: 6069.731934
	Iteration 111Q: 3 clusters Score -2.15182e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202602 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -21518186.000000 Penalty: 6069.731934
	Iteration 112Q: 3 clusters Score -2.151819e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202648 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21518164.000000 Penalty: 6069.731934
	Iteration 113Q: 3 clusters Score -2.151816e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202693 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -21518174.000000 Penalty: 6069.731934
	Iteration 114Q: 3 clusters Score -2.151817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202729 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -21518178.000000 Penalty: 6069.731934
	Iteration 115Q: 3 clusters Score -2.151818e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202760 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -21518168.000000 Penalty: 6069.731934
	Iteration 116Q: 3 clusters Score -2.151817e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202794 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -21518152.000000 Penalty: 6069.731934
	Iteration 117Q: 3 clusters Score -2.151815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202819 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -21518122.000000 Penalty: 6069.731934
	Iteration 118Q: 3 clusters Score -2.151812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202837 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21518132.000000 Penalty: 6069.731934
	Iteration 119Q: 3 clusters Score -2.151813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202853 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -21518138.000000 Penalty: 6069.731934
	Iteration 120F: 3 clusters Score -2.151814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202864 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -21518134.000000 Penalty: 6069.731934
	Iteration 121Q: 3 clusters Score -2.151813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202874 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -21518122.000000 Penalty: 6069.731934
	Iteration 122Q: 3 clusters Score -2.151812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202884 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -21518134.000000 Penalty: 6069.731934
	Iteration 123Q: 3 clusters Score -2.151813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202899 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -21518106.000000 Penalty: 6069.731934
	Iteration 124Q: 3 clusters Score -2.151811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202917 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21518116.000000 Penalty: 6069.731934
	Iteration 125Q: 3 clusters Score -2.151812e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202937 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -21518102.000000 Penalty: 6069.731934
	Iteration 126Q: 3 clusters Score -2.15181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202951 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21518116.000000 Penalty: 6069.731934
	Iteration 127Q: 3 clusters Score -2.151812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202960 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -21518116.000000 Penalty: 6069.731934
	Iteration 128Q: 3 clusters Score -2.151812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202969 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -21518072.000000 Penalty: 6069.731934
	Iteration 129Q: 3 clusters Score -2.151807e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202977 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -21518076.000000 Penalty: 6069.731934
	Iteration 130Q: 3 clusters Score -2.151808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202985 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -21518080.000000 Penalty: 6069.731934
	Iteration 131Q: 3 clusters Score -2.151808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202988 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -21518072.000000 Penalty: 6069.731934
	Iteration 132Q: 3 clusters Score -2.151807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202994 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21518068.000000 Penalty: 6069.731934
	Iteration 133Q: 3 clusters Score -2.151807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202996 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -21518080.000000 Penalty: 6069.731934
	Iteration 134Q: 3 clusters Score -2.151808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202999 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -21518064.000000 Penalty: 6069.731934
	Iteration 135Q: 3 clusters Score -2.151806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203002 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -21518062.000000 Penalty: 6069.731934
	Iteration 136Q: 3 clusters Score -2.151806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203005 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21518064.000000 Penalty: 6069.731934
	Iteration 137Q: 3 clusters Score -2.151806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203007 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21518060.000000 Penalty: 6069.731934
	Iteration 138Q: 3 clusters Score -2.151806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203010 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -21518060.000000 Penalty: 6069.731934
	Iteration 139Q: 3 clusters Score -2.151806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203012 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -21518060.000000 Penalty: 6069.731934
	Iteration 140F: 3 clusters Score -2.151806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203011 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -21518054.000000 Penalty: 6069.731934
	Iteration 141Q: 3 clusters Score -2.151805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203013 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -21518070.000000 Penalty: 6069.731934
	Iteration 142Q: 3 clusters Score -2.151807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203014 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -21518046.000000 Penalty: 6069.731934
	Iteration 143Q: 3 clusters Score -2.151805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203014 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -21518046.000000 Penalty: 6069.731934
	Iteration 144F: 3 clusters Score -2.151805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Entering Unmasked Estep 
Score: -1801402.625000 Penalty: 2413.885986
	Iteration 0F: 2 clusters Score -1801403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1789315.000000 Penalty: 4827.771973
	Iteration 0F: 3 clusters Score -1789315 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1793273.125000 Penalty: 4827.771973
	Iteration 1F: 3 clusters Score -1793273 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1793686.000000 Penalty: 4827.771973
	Iteration 2F: 3 clusters Score -1793686 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1794115.125000 Penalty: 4827.771973
	Iteration 3F: 3 clusters Score -1794115 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1794565.750000 Penalty: 4827.771973
	Iteration 4F: 3 clusters Score -1794566 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1795114.500000 Penalty: 4827.771973
	Iteration 5F: 3 clusters Score -1795114 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1795766.625000 Penalty: 4827.771973
	Iteration 6F: 3 clusters Score -1795767 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1796610.500000 Penalty: 4827.771973
	Iteration 7F: 3 clusters Score -1796610 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -1797479.875000 Penalty: 4827.771973
	Iteration 8F: 3 clusters Score -1797480 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1798215.750000 Penalty: 4827.771973
	Iteration 9Q: 3 clusters Score -1798216 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1798721.750000 Penalty: 4827.771973
	Iteration 10Q: 3 clusters Score -1798722 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1799028.000000 Penalty: 4827.771973
	Iteration 11Q: 3 clusters Score -1799028 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1799184.250000 Penalty: 4827.771973
	Iteration 12Q: 3 clusters Score -1799184 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1799276.375000 Penalty: 4827.771973
	Iteration 13Q: 3 clusters Score -1799276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -1799326.875000 Penalty: 4827.771973
	Iteration 14Q: 3 clusters Score -1799327 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1799354.750000 Penalty: 4827.771973
	Iteration 15Q: 3 clusters Score -1799355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1799388.625000 Penalty: 4827.771973
	Iteration 16Q: 3 clusters Score -1799389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1799409.125000 Penalty: 4827.771973
	Iteration 17Q: 3 clusters Score -1799409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1799419.875000 Penalty: 4827.771973
	Iteration 18Q: 3 clusters Score -1799420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -1799431.750000 Penalty: 4827.771973
	Iteration 19Q: 3 clusters Score -1799432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -1799455.125000 Penalty: 4827.771973
	Iteration 20F: 3 clusters Score -1799455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -1799469.500000 Penalty: 4827.771973
	Iteration 21Q: 3 clusters Score -1799470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -1799484.000000 Penalty: 4827.771973
	Iteration 22Q: 3 clusters Score -1799484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1799495.625000 Penalty: 4827.771973
	Iteration 23Q: 3 clusters Score -1799496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1799504.500000 Penalty: 4827.771973
	Iteration 24Q: 3 clusters Score -1799504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -1799500.875000 Penalty: 4827.771973
	Iteration 25Q: 3 clusters Score -1799501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1799510.000000 Penalty: 4827.771973
	Iteration 26Q: 3 clusters Score -1799510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1799511.750000 Penalty: 4827.771973
	Iteration 27Q: 3 clusters Score -1799512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1799517.125000 Penalty: 4827.771973
	Iteration 28Q: 3 clusters Score -1799517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1799530.250000 Penalty: 4827.771973
	Iteration 29Q: 3 clusters Score -1799530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1799532.250000 Penalty: 4827.771973
	Iteration 30Q: 3 clusters Score -1799532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1799537.000000 Penalty: 4827.771973
	Iteration 31Q: 3 clusters Score -1799537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -1799535.500000 Penalty: 4827.771973
	Iteration 32Q: 3 clusters Score -1799536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1799542.125000 Penalty: 4827.771973
	Iteration 33Q: 3 clusters Score -1799542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1799544.125000 Penalty: 4827.771973
	Iteration 34Q: 3 clusters Score -1799544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1799548.875000 Penalty: 4827.771973
	Iteration 35Q: 3 clusters Score -1799549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1799552.375000 Penalty: 4827.771973
	Iteration 36Q: 3 clusters Score -1799552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1799554.375000 Penalty: 4827.771973
	Iteration 37Q: 3 clusters Score -1799554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1799557.750000 Penalty: 4827.771973
	Iteration 38Q: 3 clusters Score -1799558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1799559.500000 Penalty: 4827.771973
	Iteration 39Q: 3 clusters Score -1799560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -1799559.500000 Penalty: 4827.771973
	Iteration 40F: 3 clusters Score -1799560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Entering Unmasked Estep 
Score: -2499780.750000 Penalty: 2494.535156
	Iteration 0F: 2 clusters Score -2499781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2483447.500000 Penalty: 4989.070312
	Iteration 0F: 3 clusters Score -2483448 nChanged 10442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2489071.500000 Penalty: 4989.070312
	Iteration 1F: 3 clusters Score -2489072 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2489465.250000 Penalty: 4989.070312
	Iteration 2Q: 3 clusters Score -2489465 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2489797.250000 Penalty: 4989.070312
	Iteration 3Q: 3 clusters Score -2489797 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2490113.250000 Penalty: 4989.070312
	Iteration 4Q: 3 clusters Score -2490113 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2490418.750000 Penalty: 4989.070312
	Iteration 5Q: 3 clusters Score -2490419 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2490739.000000 Penalty: 4989.070312
	Iteration 6Q: 3 clusters Score -2490739 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2491144.250000 Penalty: 4989.070312
	Iteration 7Q: 3 clusters Score -2491144 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2491628.000000 Penalty: 4989.070312
	Iteration 8Q: 3 clusters Score -2491628 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2492204.500000 Penalty: 4989.070312
	Iteration 9Q: 3 clusters Score -2492204 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2492894.500000 Penalty: 4989.070312
	Iteration 10Q: 3 clusters Score -2492894 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2493650.250000 Penalty: 4989.070312
	Iteration 11Q: 3 clusters Score -2493650 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2494329.500000 Penalty: 4989.070312
	Iteration 12Q: 3 clusters Score -2494330 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2494871.750000 Penalty: 4989.070312
	Iteration 13Q: 3 clusters Score -2494872 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2495286.750000 Penalty: 4989.070312
	Iteration 14Q: 3 clusters Score -2495287 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2495585.500000 Penalty: 4989.070312
	Iteration 15Q: 3 clusters Score -2495586 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2495807.500000 Penalty: 4989.070312
	Iteration 16Q: 3 clusters Score -2495808 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2495952.250000 Penalty: 4989.070312
	Iteration 17Q: 3 clusters Score -2495952 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2496082.000000 Penalty: 4989.070312
	Iteration 18Q: 3 clusters Score -2496082 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2496198.250000 Penalty: 4989.070312
	Iteration 19Q: 3 clusters Score -2496198 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2496297.250000 Penalty: 4989.070312
	Iteration 20F: 3 clusters Score -2496297 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2496368.250000 Penalty: 4989.070312
	Iteration 21Q: 3 clusters Score -2496368 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2496452.500000 Penalty: 4989.070312
	Iteration 22Q: 3 clusters Score -2496452 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2496515.000000 Penalty: 4989.070312
	Iteration 23Q: 3 clusters Score -2496515 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2496577.000000 Penalty: 4989.070312
	Iteration 24Q: 3 clusters Score -2496577 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2496636.500000 Penalty: 4989.070312
	Iteration 25Q: 3 clusters Score -2496636 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2496688.000000 Penalty: 4989.070312
	Iteration 26Q: 3 clusters Score -2496688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2496741.750000 Penalty: 4989.070312
	Iteration 27Q: 3 clusters Score -2496742 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2496779.750000 Penalty: 4989.070312
	Iteration 28Q: 3 clusters Score -2496780 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2496836.250000 Penalty: 4989.070312
	Iteration 29Q: 3 clusters Score -2496836 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2496878.250000 Penalty: 4989.070312
	Iteration 30Q: 3 clusters Score -2496878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2496928.750000 Penalty: 4989.070312
	Iteration 31Q: 3 clusters Score -2496929 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2496978.250000 Penalty: 4989.070312
	Iteration 32Q: 3 clusters Score -2496978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2497024.750000 Penalty: 4989.070312
	Iteration 33Q: 3 clusters Score -2497025 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2497071.000000 Penalty: 4989.070312
	Iteration 34Q: 3 clusters Score -2497071 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2497120.750000 Penalty: 4989.070312
	Iteration 35Q: 3 clusters Score -2497121 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2497161.250000 Penalty: 4989.070312
	Iteration 36Q: 3 clusters Score -2497161 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2497197.500000 Penalty: 4989.070312
	Iteration 37Q: 3 clusters Score -2497198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2497244.500000 Penalty: 4989.070312
	Iteration 38Q: 3 clusters Score -2497244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2497285.500000 Penalty: 4989.070312
	Iteration 39Q: 3 clusters Score -2497286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2497321.250000 Penalty: 4989.070312
	Iteration 40F: 3 clusters Score -2497321 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2497360.750000 Penalty: 4989.070312
	Iteration 41Q: 3 clusters Score -2497361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2497391.750000 Penalty: 4989.070312
	Iteration 42Q: 3 clusters Score -2497392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2497414.250000 Penalty: 4989.070312
	Iteration 43Q: 3 clusters Score -2497414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2497443.250000 Penalty: 4989.070312
	Iteration 44Q: 3 clusters Score -2497443 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2497464.250000 Penalty: 4989.070312
	Iteration 45Q: 3 clusters Score -2497464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2497486.500000 Penalty: 4989.070312
	Iteration 46Q: 3 clusters Score -2497486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2497509.250000 Penalty: 4989.070312
	Iteration 47Q: 3 clusters Score -2497509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2497520.250000 Penalty: 4989.070312
	Iteration 48Q: 3 clusters Score -2497520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2497525.500000 Penalty: 4989.070312
	Iteration 49Q: 3 clusters Score -2497526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2497539.000000 Penalty: 4989.070312
	Iteration 50Q: 3 clusters Score -2497539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2497538.750000 Penalty: 4989.070312
	Iteration 51Q: 3 clusters Score -2497539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2497553.500000 Penalty: 4989.070312
	Iteration 52Q: 3 clusters Score -2497554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2497565.750000 Penalty: 4989.070312
	Iteration 53Q: 3 clusters Score -2497566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2497571.500000 Penalty: 4989.070312
	Iteration 54Q: 3 clusters Score -2497572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2497572.500000 Penalty: 4989.070312
	Iteration 55Q: 3 clusters Score -2497572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2497572.500000 Penalty: 4989.070312
	Iteration 56Q: 3 clusters Score -2497572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2497580.750000 Penalty: 4989.070312
	Iteration 57Q: 3 clusters Score -2497581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2497585.500000 Penalty: 4989.070312
	Iteration 58Q: 3 clusters Score -2497586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2497589.000000 Penalty: 4989.070312
	Iteration 59Q: 3 clusters Score -2497589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2497595.250000 Penalty: 4989.070312
	Iteration 60F: 3 clusters Score -2497595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2497599.250000 Penalty: 4989.070312
	Iteration 61Q: 3 clusters Score -2497599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2497598.750000 Penalty: 4989.070312
	Iteration 62Q: 3 clusters Score -2497599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2497602.000000 Penalty: 4989.070312
	Iteration 63Q: 3 clusters Score -2497602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2497601.500000 Penalty: 4989.070312
	Iteration 64Q: 3 clusters Score -2497602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2497601.250000 Penalty: 4989.070312
	Iteration 65Q: 3 clusters Score -2497601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2497601.250000 Penalty: 4989.070312
	Iteration 66Q: 3 clusters Score -2497601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2497602.750000 Penalty: 4989.070312
	Iteration 67Q: 3 clusters Score -2497603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2497603.750000 Penalty: 4989.070312
	Iteration 68Q: 3 clusters Score -2497604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2497602.250000 Penalty: 4989.070312
	Iteration 69Q: 3 clusters Score -2497602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2497603.750000 Penalty: 4989.070312
	Iteration 70Q: 3 clusters Score -2497604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2497605.500000 Penalty: 4989.070312
	Iteration 71Q: 3 clusters Score -2497606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2497605.250000 Penalty: 4989.070312
	Iteration 72Q: 3 clusters Score -2497605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2497605.250000 Penalty: 4989.070312
	Iteration 73F: 3 clusters Score -2497605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Entering Unmasked Estep 
Score: -2514802.500000 Penalty: 2497.616211
	Iteration 0F: 2 clusters Score -2514802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2498373.250000 Penalty: 4995.232422
	Iteration 0F: 3 clusters Score -2498373 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2504084.750000 Penalty: 4995.232422
	Iteration 1F: 3 clusters Score -2504085 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2504520.000000 Penalty: 4995.232422
	Iteration 2F: 3 clusters Score -2504520 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2504887.500000 Penalty: 4995.232422
	Iteration 3Q: 3 clusters Score -2504888 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2505217.250000 Penalty: 4995.232422
	Iteration 4Q: 3 clusters Score -2505217 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2505550.500000 Penalty: 4995.232422
	Iteration 5Q: 3 clusters Score -2505550 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2505961.250000 Penalty: 4995.232422
	Iteration 6Q: 3 clusters Score -2505961 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2506467.500000 Penalty: 4995.232422
	Iteration 7Q: 3 clusters Score -2506468 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2507150.750000 Penalty: 4995.232422
	Iteration 8F: 3 clusters Score -2507151 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2508014.250000 Penalty: 4995.232422
	Iteration 9F: 3 clusters Score -2508014 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2509057.000000 Penalty: 4995.232422
	Iteration 10F: 3 clusters Score -2509057 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2510123.250000 Penalty: 4995.232422
	Iteration 11F: 3 clusters Score -2510123 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2511099.000000 Penalty: 4995.232422
	Iteration 12F: 3 clusters Score -2511099 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2511816.250000 Penalty: 4995.232422
	Iteration 13Q: 3 clusters Score -2511816 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2512295.750000 Penalty: 4995.232422
	Iteration 14Q: 3 clusters Score -2512296 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2512627.250000 Penalty: 4995.232422
	Iteration 15Q: 3 clusters Score -2512627 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2512783.500000 Penalty: 4995.232422
	Iteration 16Q: 3 clusters Score -2512784 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2512880.250000 Penalty: 4995.232422
	Iteration 17Q: 3 clusters Score -2512880 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2512929.500000 Penalty: 4995.232422
	Iteration 18Q: 3 clusters Score -2512930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2512978.250000 Penalty: 4995.232422
	Iteration 19Q: 3 clusters Score -2512978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2513016.000000 Penalty: 4995.232422
	Iteration 20F: 3 clusters Score -2513016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2513054.000000 Penalty: 4995.232422
	Iteration 21Q: 3 clusters Score -2513054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2513088.500000 Penalty: 4995.232422
	Iteration 22Q: 3 clusters Score -2513088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2513102.500000 Penalty: 4995.232422
	Iteration 23Q: 3 clusters Score -2513102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2513130.250000 Penalty: 4995.232422
	Iteration 24Q: 3 clusters Score -2513130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2513143.750000 Penalty: 4995.232422
	Iteration 25Q: 3 clusters Score -2513144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -2513159.250000 Penalty: 4995.232422
	Iteration 26Q: 3 clusters Score -2513159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2513169.500000 Penalty: 4995.232422
	Iteration 27Q: 3 clusters Score -2513170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2513175.500000 Penalty: 4995.232422
	Iteration 28Q: 3 clusters Score -2513176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2513187.250000 Penalty: 4995.232422
	Iteration 29Q: 3 clusters Score -2513187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2513188.500000 Penalty: 4995.232422
	Iteration 30Q: 3 clusters Score -2513188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2513198.000000 Penalty: 4995.232422
	Iteration 31Q: 3 clusters Score -2513198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2513200.500000 Penalty: 4995.232422
	Iteration 32Q: 3 clusters Score -2513200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2513198.500000 Penalty: 4995.232422
	Iteration 33Q: 3 clusters Score -2513198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2513204.000000 Penalty: 4995.232422
	Iteration 34Q: 3 clusters Score -2513204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2513204.750000 Penalty: 4995.232422
	Iteration 35Q: 3 clusters Score -2513205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2513211.250000 Penalty: 4995.232422
	Iteration 36Q: 3 clusters Score -2513211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -2513211.250000 Penalty: 4995.232422
	Iteration 37Q: 3 clusters Score -2513211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2513209.250000 Penalty: 4995.232422
	Iteration 38Q: 3 clusters Score -2513209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2513211.250000 Penalty: 4995.232422
	Iteration 39Q: 3 clusters Score -2513211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2513208.750000 Penalty: 4995.232422
	Iteration 40F: 3 clusters Score -2513209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2513214.000000 Penalty: 4995.232422
	Iteration 41Q: 3 clusters Score -2513214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2513214.000000 Penalty: 4995.232422
	Iteration 42Q: 3 clusters Score -2513214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2513218.250000 Penalty: 4995.232422
	Iteration 43Q: 3 clusters Score -2513218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2513225.500000 Penalty: 4995.232422
	Iteration 44Q: 3 clusters Score -2513226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2513229.750000 Penalty: 4995.232422
	Iteration 45Q: 3 clusters Score -2513230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2513225.500000 Penalty: 4995.232422
	Iteration 46Q: 3 clusters Score -2513226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2513233.500000 Penalty: 4995.232422
	Iteration 47Q: 3 clusters Score -2513234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2513233.000000 Penalty: 4995.232422
	Iteration 48Q: 3 clusters Score -2513233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2513235.500000 Penalty: 4995.232422
	Iteration 49Q: 3 clusters Score -2513236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2513239.500000 Penalty: 4995.232422
	Iteration 50Q: 3 clusters Score -2513240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2513241.750000 Penalty: 4995.232422
	Iteration 51Q: 3 clusters Score -2513242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2513243.500000 Penalty: 4995.232422
	Iteration 52Q: 3 clusters Score -2513244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2513243.000000 Penalty: 4995.232422
	Iteration 53Q: 3 clusters Score -2513243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2513249.000000 Penalty: 4995.232422
	Iteration 54Q: 3 clusters Score -2513249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2513248.750000 Penalty: 4995.232422
	Iteration 55Q: 3 clusters Score -2513249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2513248.000000 Penalty: 4995.232422
	Iteration 56Q: 3 clusters Score -2513248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2513252.000000 Penalty: 4995.232422
	Iteration 57Q: 3 clusters Score -2513252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2513251.000000 Penalty: 4995.232422
	Iteration 58Q: 3 clusters Score -2513251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2513253.000000 Penalty: 4995.232422
	Iteration 59Q: 3 clusters Score -2513253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2513254.500000 Penalty: 4995.232422
	Iteration 60F: 3 clusters Score -2513254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Entering Unmasked Estep 
Score: -3009379.250000 Penalty: 2541.231201
	Iteration 0F: 2 clusters Score -3009379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2990025.750000 Penalty: 5082.462402
	Iteration 0F: 3 clusters Score -2990026 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2997009.500000 Penalty: 5082.462402
	Iteration 1F: 3 clusters Score -2997010 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2997678.000000 Penalty: 5082.462402
	Iteration 2F: 3 clusters Score -2997678 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2998403.250000 Penalty: 5082.462402
	Iteration 3F: 3 clusters Score -2998403 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2999294.500000 Penalty: 5082.462402
	Iteration 4F: 3 clusters Score -2999294 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3000436.000000 Penalty: 5082.462402
	Iteration 5F: 3 clusters Score -3000436 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3001870.250000 Penalty: 5082.462402
	Iteration 6F: 3 clusters Score -3001870 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -3003412.250000 Penalty: 5082.462402
	Iteration 7F: 3 clusters Score -3003412 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -3004789.250000 Penalty: 5082.462402
	Iteration 8F: 3 clusters Score -3004789 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3005644.250000 Penalty: 5082.462402
	Iteration 9Q: 3 clusters Score -3005644 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3005997.000000 Penalty: 5082.462402
	Iteration 10Q: 3 clusters Score -3005997 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3006153.500000 Penalty: 5082.462402
	Iteration 11Q: 3 clusters Score -3006154 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3006266.500000 Penalty: 5082.462402
	Iteration 12Q: 3 clusters Score -3006266 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3006336.000000 Penalty: 5082.462402
	Iteration 13Q: 3 clusters Score -3006336 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3006400.750000 Penalty: 5082.462402
	Iteration 14Q: 3 clusters Score -3006401 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -3006465.250000 Penalty: 5082.462402
	Iteration 15Q: 3 clusters Score -3006465 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3006511.750000 Penalty: 5082.462402
	Iteration 16Q: 3 clusters Score -3006512 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3006547.000000 Penalty: 5082.462402
	Iteration 17Q: 3 clusters Score -3006547 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3006584.750000 Penalty: 5082.462402
	Iteration 18Q: 3 clusters Score -3006585 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3006593.750000 Penalty: 5082.462402
	Iteration 19Q: 3 clusters Score -3006594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -3006620.500000 Penalty: 5082.462402
	Iteration 20F: 3 clusters Score -3006620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3006646.000000 Penalty: 5082.462402
	Iteration 21Q: 3 clusters Score -3006646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3006685.750000 Penalty: 5082.462402
	Iteration 22Q: 3 clusters Score -3006686 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3006703.000000 Penalty: 5082.462402
	Iteration 23Q: 3 clusters Score -3006703 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3006731.500000 Penalty: 5082.462402
	Iteration 24Q: 3 clusters Score -3006732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3006766.250000 Penalty: 5082.462402
	Iteration 25Q: 3 clusters Score -3006766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3006782.250000 Penalty: 5082.462402
	Iteration 26Q: 3 clusters Score -3006782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3006817.250000 Penalty: 5082.462402
	Iteration 27Q: 3 clusters Score -3006817 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3006861.000000 Penalty: 5082.462402
	Iteration 28Q: 3 clusters Score -3006861 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3006883.500000 Penalty: 5082.462402
	Iteration 29Q: 3 clusters Score -3006884 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3006900.250000 Penalty: 5082.462402
	Iteration 30Q: 3 clusters Score -3006900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3006931.750000 Penalty: 5082.462402
	Iteration 31Q: 3 clusters Score -3006932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3006962.750000 Penalty: 5082.462402
	Iteration 32Q: 3 clusters Score -3006963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3006994.000000 Penalty: 5082.462402
	Iteration 33Q: 3 clusters Score -3006994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3007024.500000 Penalty: 5082.462402
	Iteration 34Q: 3 clusters Score -3007024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3007044.000000 Penalty: 5082.462402
	Iteration 35Q: 3 clusters Score -3007044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3007064.000000 Penalty: 5082.462402
	Iteration 36Q: 3 clusters Score -3007064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3007087.500000 Penalty: 5082.462402
	Iteration 37Q: 3 clusters Score -3007088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3007109.250000 Penalty: 5082.462402
	Iteration 38Q: 3 clusters Score -3007109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3007130.500000 Penalty: 5082.462402
	Iteration 39Q: 3 clusters Score -3007130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3007144.500000 Penalty: 5082.462402
	Iteration 40F: 3 clusters Score -3007144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3007157.000000 Penalty: 5082.462402
	Iteration 41Q: 3 clusters Score -3007157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3007178.500000 Penalty: 5082.462402
	Iteration 42Q: 3 clusters Score -3007178 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3007199.000000 Penalty: 5082.462402
	Iteration 43Q: 3 clusters Score -3007199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3007218.750000 Penalty: 5082.462402
	Iteration 44Q: 3 clusters Score -3007219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3007235.250000 Penalty: 5082.462402
	Iteration 45Q: 3 clusters Score -3007235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3007242.750000 Penalty: 5082.462402
	Iteration 46Q: 3 clusters Score -3007243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3007250.750000 Penalty: 5082.462402
	Iteration 47Q: 3 clusters Score -3007251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3007248.500000 Penalty: 5082.462402
	Iteration 48Q: 3 clusters Score -3007248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3007256.500000 Penalty: 5082.462402
	Iteration 49Q: 3 clusters Score -3007256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3007256.000000 Penalty: 5082.462402
	Iteration 50Q: 3 clusters Score -3007256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3007254.750000 Penalty: 5082.462402
	Iteration 51Q: 3 clusters Score -3007255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3007260.750000 Penalty: 5082.462402
	Iteration 52Q: 3 clusters Score -3007261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3007260.000000 Penalty: 5082.462402
	Iteration 53Q: 3 clusters Score -3007260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3007262.500000 Penalty: 5082.462402
	Iteration 54Q: 3 clusters Score -3007262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3007269.500000 Penalty: 5082.462402
	Iteration 55Q: 3 clusters Score -3007270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3007268.250000 Penalty: 5082.462402
	Iteration 56Q: 3 clusters Score -3007268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3007272.000000 Penalty: 5082.462402
	Iteration 57Q: 3 clusters Score -3007272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3007274.500000 Penalty: 5082.462402
	Iteration 58Q: 3 clusters Score -3007274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3007273.000000 Penalty: 5082.462402
	Iteration 59Q: 3 clusters Score -3007273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3007273.000000 Penalty: 5082.462402
	Iteration 60F: 3 clusters Score -3007273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Entering Unmasked Estep 
Score: -2254309.750000 Penalty: 2469.437012
	Iteration 0F: 2 clusters Score -2254310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2239527.250000 Penalty: 4938.874023
	Iteration 0F: 3 clusters Score -2239527 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2244527.750000 Penalty: 4938.874023
	Iteration 1F: 3 clusters Score -2244528 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2244882.500000 Penalty: 4938.874023
	Iteration 2Q: 3 clusters Score -2244882 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2245214.000000 Penalty: 4938.874023
	Iteration 3Q: 3 clusters Score -2245214 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2245549.000000 Penalty: 4938.874023
	Iteration 4Q: 3 clusters Score -2245549 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2245925.000000 Penalty: 4938.874023
	Iteration 5Q: 3 clusters Score -2245925 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2246317.500000 Penalty: 4938.874023
	Iteration 6Q: 3 clusters Score -2246318 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2246788.500000 Penalty: 4938.874023
	Iteration 7Q: 3 clusters Score -2246788 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2247354.000000 Penalty: 4938.874023
	Iteration 8Q: 3 clusters Score -2247354 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2248106.250000 Penalty: 4938.874023
	Iteration 9F: 3 clusters Score -2248106 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2249016.750000 Penalty: 4938.874023
	Iteration 10F: 3 clusters Score -2249017 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2249826.250000 Penalty: 4938.874023
	Iteration 11F: 3 clusters Score -2249826 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2250358.250000 Penalty: 4938.874023
	Iteration 12Q: 3 clusters Score -2250358 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2250576.500000 Penalty: 4938.874023
	Iteration 13Q: 3 clusters Score -2250576 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2250697.000000 Penalty: 4938.874023
	Iteration 14Q: 3 clusters Score -2250697 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2250765.000000 Penalty: 4938.874023
	Iteration 15Q: 3 clusters Score -2250765 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2250805.500000 Penalty: 4938.874023
	Iteration 16Q: 3 clusters Score -2250806 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2250841.250000 Penalty: 4938.874023
	Iteration 17Q: 3 clusters Score -2250841 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2250890.750000 Penalty: 4938.874023
	Iteration 18Q: 3 clusters Score -2250891 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2250931.250000 Penalty: 4938.874023
	Iteration 19Q: 3 clusters Score -2250931 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2250972.250000 Penalty: 4938.874023
	Iteration 20F: 3 clusters Score -2250972 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2251013.500000 Penalty: 4938.874023
	Iteration 21Q: 3 clusters Score -2251014 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2251053.500000 Penalty: 4938.874023
	Iteration 22Q: 3 clusters Score -2251054 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2251087.500000 Penalty: 4938.874023
	Iteration 23Q: 3 clusters Score -2251088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2251127.500000 Penalty: 4938.874023
	Iteration 24Q: 3 clusters Score -2251128 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2251158.250000 Penalty: 4938.874023
	Iteration 25Q: 3 clusters Score -2251158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2251189.500000 Penalty: 4938.874023
	Iteration 26Q: 3 clusters Score -2251190 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2251230.750000 Penalty: 4938.874023
	Iteration 27Q: 3 clusters Score -2251231 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2251260.750000 Penalty: 4938.874023
	Iteration 28Q: 3 clusters Score -2251261 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2251279.500000 Penalty: 4938.874023
	Iteration 29Q: 3 clusters Score -2251280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2251302.500000 Penalty: 4938.874023
	Iteration 30Q: 3 clusters Score -2251302 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2251336.000000 Penalty: 4938.874023
	Iteration 31Q: 3 clusters Score -2251336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2251362.000000 Penalty: 4938.874023
	Iteration 32Q: 3 clusters Score -2251362 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2251383.250000 Penalty: 4938.874023
	Iteration 33Q: 3 clusters Score -2251383 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2251409.000000 Penalty: 4938.874023
	Iteration 34Q: 3 clusters Score -2251409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2251432.750000 Penalty: 4938.874023
	Iteration 35Q: 3 clusters Score -2251433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2251456.750000 Penalty: 4938.874023
	Iteration 36Q: 3 clusters Score -2251457 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2251484.500000 Penalty: 4938.874023
	Iteration 37Q: 3 clusters Score -2251484 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2251506.500000 Penalty: 4938.874023
	Iteration 38Q: 3 clusters Score -2251506 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2251520.250000 Penalty: 4938.874023
	Iteration 39Q: 3 clusters Score -2251520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2251549.500000 Penalty: 4938.874023
	Iteration 40F: 3 clusters Score -2251550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2251561.500000 Penalty: 4938.874023
	Iteration 41Q: 3 clusters Score -2251562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2251576.250000 Penalty: 4938.874023
	Iteration 42Q: 3 clusters Score -2251576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2251592.000000 Penalty: 4938.874023
	Iteration 43Q: 3 clusters Score -2251592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2251613.500000 Penalty: 4938.874023
	Iteration 44Q: 3 clusters Score -2251614 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2251635.750000 Penalty: 4938.874023
	Iteration 45Q: 3 clusters Score -2251636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2251648.000000 Penalty: 4938.874023
	Iteration 46Q: 3 clusters Score -2251648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2251662.000000 Penalty: 4938.874023
	Iteration 47Q: 3 clusters Score -2251662 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2251683.500000 Penalty: 4938.874023
	Iteration 48Q: 3 clusters Score -2251684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2251703.500000 Penalty: 4938.874023
	Iteration 49Q: 3 clusters Score -2251704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2251713.500000 Penalty: 4938.874023
	Iteration 50Q: 3 clusters Score -2251714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2251725.000000 Penalty: 4938.874023
	Iteration 51Q: 3 clusters Score -2251725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2251748.500000 Penalty: 4938.874023
	Iteration 52Q: 3 clusters Score -2251748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2251766.250000 Penalty: 4938.874023
	Iteration 53Q: 3 clusters Score -2251766 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2251776.750000 Penalty: 4938.874023
	Iteration 54Q: 3 clusters Score -2251777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2251787.750000 Penalty: 4938.874023
	Iteration 55Q: 3 clusters Score -2251788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2251806.750000 Penalty: 4938.874023
	Iteration 56Q: 3 clusters Score -2251807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2251824.750000 Penalty: 4938.874023
	Iteration 57Q: 3 clusters Score -2251825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2251844.250000 Penalty: 4938.874023
	Iteration 58Q: 3 clusters Score -2251844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2251859.250000 Penalty: 4938.874023
	Iteration 59Q: 3 clusters Score -2251859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2251868.500000 Penalty: 4938.874023
	Iteration 60F: 3 clusters Score -2251868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2251877.500000 Penalty: 4938.874023
	Iteration 61Q: 3 clusters Score -2251878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2251878.500000 Penalty: 4938.874023
	Iteration 62Q: 3 clusters Score -2251878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2251885.000000 Penalty: 4938.874023
	Iteration 63Q: 3 clusters Score -2251885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2251888.500000 Penalty: 4938.874023
	Iteration 64Q: 3 clusters Score -2251888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2251896.500000 Penalty: 4938.874023
	Iteration 65Q: 3 clusters Score -2251896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2251905.500000 Penalty: 4938.874023
	Iteration 66Q: 3 clusters Score -2251906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2251910.000000 Penalty: 4938.874023
	Iteration 67Q: 3 clusters Score -2251910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2251910.000000 Penalty: 4938.874023
	Iteration 68Q: 3 clusters Score -2251910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2251918.500000 Penalty: 4938.874023
	Iteration 69Q: 3 clusters Score -2251918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2251934.250000 Penalty: 4938.874023
	Iteration 70Q: 3 clusters Score -2251934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2251940.250000 Penalty: 4938.874023
	Iteration 71Q: 3 clusters Score -2251940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2251940.250000 Penalty: 4938.874023
	Iteration 72Q: 3 clusters Score -2251940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2251948.500000 Penalty: 4938.874023
	Iteration 73Q: 3 clusters Score -2251948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2251945.000000 Penalty: 4938.874023
	Iteration 74Q: 3 clusters Score -2251945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2251951.000000 Penalty: 4938.874023
	Iteration 75Q: 3 clusters Score -2251951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2251954.000000 Penalty: 4938.874023
	Iteration 76Q: 3 clusters Score -2251954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2251954.250000 Penalty: 4938.874023
	Iteration 77Q: 3 clusters Score -2251954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2251957.750000 Penalty: 4938.874023
	Iteration 78Q: 3 clusters Score -2251958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2251960.750000 Penalty: 4938.874023
	Iteration 79Q: 3 clusters Score -2251961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2251957.000000 Penalty: 4938.874023
	Iteration 80F: 3 clusters Score -2251957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2251957.500000 Penalty: 4938.874023
	Iteration 81Q: 3 clusters Score -2251958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2251963.500000 Penalty: 4938.874023
	Iteration 82Q: 3 clusters Score -2251964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2251971.000000 Penalty: 4938.874023
	Iteration 83Q: 3 clusters Score -2251971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2251974.500000 Penalty: 4938.874023
	Iteration 84Q: 3 clusters Score -2251974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2251973.250000 Penalty: 4938.874023
	Iteration 85Q: 3 clusters Score -2251973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2251973.500000 Penalty: 4938.874023
	Iteration 86Q: 3 clusters Score -2251974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2251978.250000 Penalty: 4938.874023
	Iteration 87Q: 3 clusters Score -2251978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2251981.000000 Penalty: 4938.874023
	Iteration 88Q: 3 clusters Score -2251981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2251985.000000 Penalty: 4938.874023
	Iteration 89Q: 3 clusters Score -2251985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2251983.750000 Penalty: 4938.874023
	Iteration 90Q: 3 clusters Score -2251984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2251987.000000 Penalty: 4938.874023
	Iteration 91Q: 3 clusters Score -2251987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2251990.750000 Penalty: 4938.874023
	Iteration 92Q: 3 clusters Score -2251991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2251995.250000 Penalty: 4938.874023
	Iteration 93Q: 3 clusters Score -2251995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2251996.000000 Penalty: 4938.874023
	Iteration 94Q: 3 clusters Score -2251996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2252004.000000 Penalty: 4938.874023
	Iteration 95Q: 3 clusters Score -2252004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2252006.750000 Penalty: 4938.874023
	Iteration 96Q: 3 clusters Score -2252007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2252002.750000 Penalty: 4938.874023
	Iteration 97Q: 3 clusters Score -2252003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2252011.000000 Penalty: 4938.874023
	Iteration 98Q: 3 clusters Score -2252011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -2252015.250000 Penalty: 4938.874023
	Iteration 99Q: 3 clusters Score -2252015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2252018.000000 Penalty: 4938.874023
	Iteration 100F: 3 clusters Score -2252018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2252021.000000 Penalty: 4938.874023
	Iteration 101Q: 3 clusters Score -2252021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2252024.500000 Penalty: 4938.874023
	Iteration 102Q: 3 clusters Score -2252024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2252030.000000 Penalty: 4938.874023
	Iteration 103Q: 3 clusters Score -2252030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2252031.500000 Penalty: 4938.874023
	Iteration 104Q: 3 clusters Score -2252032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2252036.750000 Penalty: 4938.874023
	Iteration 105Q: 3 clusters Score -2252037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2252040.000000 Penalty: 4938.874023
	Iteration 106Q: 3 clusters Score -2252040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2252049.250000 Penalty: 4938.874023
	Iteration 107Q: 3 clusters Score -2252049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2252057.250000 Penalty: 4938.874023
	Iteration 108Q: 3 clusters Score -2252057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2252068.000000 Penalty: 4938.874023
	Iteration 109Q: 3 clusters Score -2252068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2252072.500000 Penalty: 4938.874023
	Iteration 110Q: 3 clusters Score -2252072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2252079.750000 Penalty: 4938.874023
	Iteration 111Q: 3 clusters Score -2252080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2252075.250000 Penalty: 4938.874023
	Iteration 112Q: 3 clusters Score -2252075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2252080.000000 Penalty: 4938.874023
	Iteration 113Q: 3 clusters Score -2252080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2252081.250000 Penalty: 4938.874023
	Iteration 114Q: 3 clusters Score -2252081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2252081.000000 Penalty: 4938.874023
	Iteration 115Q: 3 clusters Score -2252081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2252087.250000 Penalty: 4938.874023
	Iteration 116Q: 3 clusters Score -2252087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2252089.000000 Penalty: 4938.874023
	Iteration 117Q: 3 clusters Score -2252089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2252090.750000 Penalty: 4938.874023
	Iteration 118Q: 3 clusters Score -2252091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2252091.000000 Penalty: 4938.874023
	Iteration 119Q: 3 clusters Score -2252091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2252086.000000 Penalty: 4938.874023
	Iteration 120F: 3 clusters Score -2252086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2252086.500000 Penalty: 4938.874023
	Iteration 121Q: 3 clusters Score -2252086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2252087.750000 Penalty: 4938.874023
	Iteration 122Q: 3 clusters Score -2252088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2252087.750000 Penalty: 4938.874023
	Iteration 123Q: 3 clusters Score -2252088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2252090.000000 Penalty: 4938.874023
	Iteration 124Q: 3 clusters Score -2252090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2252092.500000 Penalty: 4938.874023
	Iteration 125Q: 3 clusters Score -2252092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2252093.500000 Penalty: 4938.874023
	Iteration 126Q: 3 clusters Score -2252094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -2252094.750000 Penalty: 4938.874023
	Iteration 127Q: 3 clusters Score -2252095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2252094.000000 Penalty: 4938.874023
	Iteration 128Q: 3 clusters Score -2252094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2252094.500000 Penalty: 4938.874023
	Iteration 129Q: 3 clusters Score -2252094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2252096.750000 Penalty: 4938.874023
	Iteration 130Q: 3 clusters Score -2252097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2252099.500000 Penalty: 4938.874023
	Iteration 131Q: 3 clusters Score -2252100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2252101.000000 Penalty: 4938.874023
	Iteration 132Q: 3 clusters Score -2252101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2252102.750000 Penalty: 4938.874023
	Iteration 133Q: 3 clusters Score -2252103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2252102.500000 Penalty: 4938.874023
	Iteration 134Q: 3 clusters Score -2252102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2252102.500000 Penalty: 4938.874023
	Iteration 135Q: 3 clusters Score -2252102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2252103.500000 Penalty: 4938.874023
	Iteration 136Q: 3 clusters Score -2252104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2252102.750000 Penalty: 4938.874023
	Iteration 137Q: 3 clusters Score -2252103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2252102.500000 Penalty: 4938.874023
	Iteration 138Q: 3 clusters Score -2252102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2252104.750000 Penalty: 4938.874023
	Iteration 139Q: 3 clusters Score -2252105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -2252109.000000 Penalty: 4938.874023
	Iteration 140F: 3 clusters Score -2252109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2252112.250000 Penalty: 4938.874023
	Iteration 141Q: 3 clusters Score -2252112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2252111.250000 Penalty: 4938.874023
	Iteration 142Q: 3 clusters Score -2252111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2252117.250000 Penalty: 4938.874023
	Iteration 143Q: 3 clusters Score -2252117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2252119.000000 Penalty: 4938.874023
	Iteration 144Q: 3 clusters Score -2252119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2252116.750000 Penalty: 4938.874023
	Iteration 145Q: 3 clusters Score -2252117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2252118.250000 Penalty: 4938.874023
	Iteration 146Q: 3 clusters Score -2252118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2252120.250000 Penalty: 4938.874023
	Iteration 147Q: 3 clusters Score -2252120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -2252118.500000 Penalty: 4938.874023
	Iteration 148Q: 3 clusters Score -2252118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2252116.750000 Penalty: 4938.874023
	Iteration 149Q: 3 clusters Score -2252117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2252116.750000 Penalty: 4938.874023
	Iteration 150F: 3 clusters Score -2252117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (227964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227964 members 
Entering Unmasked Estep 
Score: -23834664.000000 Penalty: 3059.561768
	Iteration 0F: 2 clusters Score -2.383466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114077 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -23696530.000000 Penalty: 6119.123535
	Iteration 0F: 3 clusters Score -2.369653e+07 nChanged 109810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 113839 members 
Entering Unmasked Estep 
Score: -23761964.000000 Penalty: 6119.123535
	Iteration 1F: 3 clusters Score -2.376196e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 113765 members 
Entering Unmasked Estep 
Score: -23762906.000000 Penalty: 6119.123535
	Iteration 2Q: 3 clusters Score -2.376291e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114426 members 
Mstep: Class 2 contains 113538 members 
Entering Unmasked Estep 
Score: -23764122.000000 Penalty: 6119.123535
	Iteration 3Q: 3 clusters Score -2.376412e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 113092 members 
Entering Unmasked Estep 
Score: -23765432.000000 Penalty: 6119.123535
	Iteration 4Q: 3 clusters Score -2.376543e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115689 members 
Mstep: Class 2 contains 112275 members 
Entering Unmasked Estep 
Score: -23767244.000000 Penalty: 6119.123535
	Iteration 5Q: 3 clusters Score -2.376724e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 110923 members 
Entering Unmasked Estep 
Score: -23769714.000000 Penalty: 6119.123535
	Iteration 6Q: 3 clusters Score -2.376971e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119175 members 
Mstep: Class 2 contains 108789 members 
Entering Unmasked Estep 
Score: -23774136.000000 Penalty: 6119.123535
	Iteration 7Q: 3 clusters Score -2.377414e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122007 members 
Mstep: Class 2 contains 105957 members 
Entering Unmasked Estep 
Score: -23780850.000000 Penalty: 6119.123535
	Iteration 8Q: 3 clusters Score -2.378085e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125486 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -23790590.000000 Penalty: 6119.123535
	Iteration 9F: 3 clusters Score -2.379059e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128666 members 
Mstep: Class 2 contains 99298 members 
Entering Unmasked Estep 
Score: -23800890.000000 Penalty: 6119.123535
	Iteration 10F: 3 clusters Score -2.380089e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131086 members 
Mstep: Class 2 contains 96878 members 
Entering Unmasked Estep 
Score: -23807682.000000 Penalty: 6119.123535
	Iteration 11F: 3 clusters Score -2.380768e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -23810472.000000 Penalty: 6119.123535
	Iteration 12Q: 3 clusters Score -2.381047e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134112 members 
Mstep: Class 2 contains 93852 members 
Entering Unmasked Estep 
Score: -23811594.000000 Penalty: 6119.123535
	Iteration 13Q: 3 clusters Score -2.381159e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135293 members 
Mstep: Class 2 contains 92671 members 
Entering Unmasked Estep 
Score: -23812138.000000 Penalty: 6119.123535
	Iteration 14Q: 3 clusters Score -2.381214e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -23812520.000000 Penalty: 6119.123535
	Iteration 15Q: 3 clusters Score -2.381252e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137458 members 
Mstep: Class 2 contains 90506 members 
Entering Unmasked Estep 
Score: -23812728.000000 Penalty: 6119.123535
	Iteration 16Q: 3 clusters Score -2.381273e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138402 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -23813202.000000 Penalty: 6119.123535
	Iteration 17Q: 3 clusters Score -2.38132e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139378 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -23813616.000000 Penalty: 6119.123535
	Iteration 18Q: 3 clusters Score -2.381362e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -23813966.000000 Penalty: 6119.123535
	Iteration 19Q: 3 clusters Score -2.381397e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141249 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -23814352.000000 Penalty: 6119.123535
	Iteration 20F: 3 clusters Score -2.381435e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142186 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -23814688.000000 Penalty: 6119.123535
	Iteration 21Q: 3 clusters Score -2.381469e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143091 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -23814982.000000 Penalty: 6119.123535
	Iteration 22Q: 3 clusters Score -2.381498e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143901 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -23815396.000000 Penalty: 6119.123535
	Iteration 23Q: 3 clusters Score -2.38154e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144637 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -23815596.000000 Penalty: 6119.123535
	Iteration 24Q: 3 clusters Score -2.38156e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -23815806.000000 Penalty: 6119.123535
	Iteration 25Q: 3 clusters Score -2.381581e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145964 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -23816168.000000 Penalty: 6119.123535
	Iteration 26Q: 3 clusters Score -2.381617e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146603 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -23816368.000000 Penalty: 6119.123535
	Iteration 27Q: 3 clusters Score -2.381637e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147231 members 
Mstep: Class 2 contains 80733 members 
Entering Unmasked Estep 
Score: -23816604.000000 Penalty: 6119.123535
	Iteration 28Q: 3 clusters Score -2.38166e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -23816874.000000 Penalty: 6119.123535
	Iteration 29Q: 3 clusters Score -2.381687e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148327 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -23817052.000000 Penalty: 6119.123535
	Iteration 30Q: 3 clusters Score -2.381705e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148820 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -23817260.000000 Penalty: 6119.123535
	Iteration 31Q: 3 clusters Score -2.381726e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -23817492.000000 Penalty: 6119.123535
	Iteration 32Q: 3 clusters Score -2.381749e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149643 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -23817670.000000 Penalty: 6119.123535
	Iteration 33Q: 3 clusters Score -2.381767e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149915 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -23817986.000000 Penalty: 6119.123535
	Iteration 34Q: 3 clusters Score -2.381799e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150196 members 
Mstep: Class 2 contains 77768 members 
Entering Unmasked Estep 
Score: -23818118.000000 Penalty: 6119.123535
	Iteration 35Q: 3 clusters Score -2.381812e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -23818206.000000 Penalty: 6119.123535
	Iteration 36Q: 3 clusters Score -2.381821e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150627 members 
Mstep: Class 2 contains 77337 members 
Entering Unmasked Estep 
Score: -23818222.000000 Penalty: 6119.123535
	Iteration 37Q: 3 clusters Score -2.381822e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 77152 members 
Entering Unmasked Estep 
Score: -23818352.000000 Penalty: 6119.123535
	Iteration 38Q: 3 clusters Score -2.381835e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 77001 members 
Entering Unmasked Estep 
Score: -23818422.000000 Penalty: 6119.123535
	Iteration 39Q: 3 clusters Score -2.381842e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151134 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -23818458.000000 Penalty: 6119.123535
	Iteration 40F: 3 clusters Score -2.381846e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151337 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -23818578.000000 Penalty: 6119.123535
	Iteration 41Q: 3 clusters Score -2.381858e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -23818692.000000 Penalty: 6119.123535
	Iteration 42Q: 3 clusters Score -2.381869e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -23818786.000000 Penalty: 6119.123535
	Iteration 43Q: 3 clusters Score -2.381879e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -23818858.000000 Penalty: 6119.123535
	Iteration 44Q: 3 clusters Score -2.381886e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152025 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -23818878.000000 Penalty: 6119.123535
	Iteration 45Q: 3 clusters Score -2.381888e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -23818968.000000 Penalty: 6119.123535
	Iteration 46Q: 3 clusters Score -2.381897e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152301 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -23818988.000000 Penalty: 6119.123535
	Iteration 47Q: 3 clusters Score -2.381899e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -23818994.000000 Penalty: 6119.123535
	Iteration 48Q: 3 clusters Score -2.381899e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -23819026.000000 Penalty: 6119.123535
	Iteration 49Q: 3 clusters Score -2.381903e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152750 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -23819124.000000 Penalty: 6119.123535
	Iteration 50Q: 3 clusters Score -2.381912e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152895 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -23819188.000000 Penalty: 6119.123535
	Iteration 51Q: 3 clusters Score -2.381919e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -23819210.000000 Penalty: 6119.123535
	Iteration 52Q: 3 clusters Score -2.381921e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
Score: -23819308.000000 Penalty: 6119.123535
	Iteration 53Q: 3 clusters Score -2.381931e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153631 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -23819336.000000 Penalty: 6119.123535
	Iteration 54Q: 3 clusters Score -2.381934e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 74065 members 
Entering Unmasked Estep 
Score: -23819376.000000 Penalty: 6119.123535
	Iteration 55Q: 3 clusters Score -2.381938e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154207 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -23819462.000000 Penalty: 6119.123535
	Iteration 56Q: 3 clusters Score -2.381946e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154532 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -23819448.000000 Penalty: 6119.123535
	Iteration 57Q: 3 clusters Score -2.381945e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -23819520.000000 Penalty: 6119.123535
	Iteration 58Q: 3 clusters Score -2.381952e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -23819590.000000 Penalty: 6119.123535
	Iteration 59Q: 3 clusters Score -2.381959e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155573 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -23819608.000000 Penalty: 6119.123535
	Iteration 60F: 3 clusters Score -2.381961e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155950 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -23819618.000000 Penalty: 6119.123535
	Iteration 61Q: 3 clusters Score -2.381962e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156360 members 
Mstep: Class 2 contains 71604 members 
Entering Unmasked Estep 
Score: -23819610.000000 Penalty: 6119.123535
	Iteration 62Q: 3 clusters Score -2.381961e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -23819660.000000 Penalty: 6119.123535
	Iteration 63Q: 3 clusters Score -2.381966e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -23819792.000000 Penalty: 6119.123535
	Iteration 64Q: 3 clusters Score -2.381979e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157464 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -23819782.000000 Penalty: 6119.123535
	Iteration 65Q: 3 clusters Score -2.381978e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -23819920.000000 Penalty: 6119.123535
	Iteration 66Q: 3 clusters Score -2.381992e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158227 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -23819992.000000 Penalty: 6119.123535
	Iteration 67Q: 3 clusters Score -2.381999e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158648 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -23819940.000000 Penalty: 6119.123535
	Iteration 68Q: 3 clusters Score -2.381994e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159082 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -23819954.000000 Penalty: 6119.123535
	Iteration 69Q: 3 clusters Score -2.381995e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159531 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -23819962.000000 Penalty: 6119.123535
	Iteration 70Q: 3 clusters Score -2.381996e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160047 members 
Mstep: Class 2 contains 67917 members 
Entering Unmasked Estep 
Score: -23819962.000000 Penalty: 6119.123535
	Iteration 71Q: 3 clusters Score -2.381996e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160608 members 
Mstep: Class 2 contains 67356 members 
Entering Unmasked Estep 
Score: -23819912.000000 Penalty: 6119.123535
	Iteration 72Q: 3 clusters Score -2.381991e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161174 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -23820036.000000 Penalty: 6119.123535
	Iteration 73Q: 3 clusters Score -2.382004e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161801 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -23820038.000000 Penalty: 6119.123535
	Iteration 74Q: 3 clusters Score -2.382004e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162461 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -23820026.000000 Penalty: 6119.123535
	Iteration 75Q: 3 clusters Score -2.382003e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163116 members 
Mstep: Class 2 contains 64848 members 
Entering Unmasked Estep 
Score: -23820014.000000 Penalty: 6119.123535
	Iteration 76Q: 3 clusters Score -2.382001e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -23820094.000000 Penalty: 6119.123535
	Iteration 77Q: 3 clusters Score -2.382009e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164598 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -23820158.000000 Penalty: 6119.123535
	Iteration 78Q: 3 clusters Score -2.382016e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165440 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -23820198.000000 Penalty: 6119.123535
	Iteration 79Q: 3 clusters Score -2.38202e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166323 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -23820294.000000 Penalty: 6119.123535
	Iteration 80F: 3 clusters Score -2.382029e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -23820526.000000 Penalty: 6119.123535
	Iteration 81Q: 3 clusters Score -2.382053e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168368 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -23820598.000000 Penalty: 6119.123535
	Iteration 82Q: 3 clusters Score -2.38206e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 58387 members 
Entering Unmasked Estep 
Score: -23820784.000000 Penalty: 6119.123535
	Iteration 83Q: 3 clusters Score -2.382078e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170840 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -23820938.000000 Penalty: 6119.123535
	Iteration 84Q: 3 clusters Score -2.382094e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172184 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -23821118.000000 Penalty: 6119.123535
	Iteration 85Q: 3 clusters Score -2.382112e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173651 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -23821324.000000 Penalty: 6119.123535
	Iteration 86Q: 3 clusters Score -2.382132e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175221 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -23821448.000000 Penalty: 6119.123535
	Iteration 87Q: 3 clusters Score -2.382145e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176881 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -23821742.000000 Penalty: 6119.123535
	Iteration 88Q: 3 clusters Score -2.382174e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178569 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -23822180.000000 Penalty: 6119.123535
	Iteration 89Q: 3 clusters Score -2.382218e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180311 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -23822560.000000 Penalty: 6119.123535
	Iteration 90Q: 3 clusters Score -2.382256e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182095 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -23822990.000000 Penalty: 6119.123535
	Iteration 91Q: 3 clusters Score -2.382299e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183971 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -23823216.000000 Penalty: 6119.123535
	Iteration 92Q: 3 clusters Score -2.382322e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185933 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -23823798.000000 Penalty: 6119.123535
	Iteration 93Q: 3 clusters Score -2.38238e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188017 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -23824434.000000 Penalty: 6119.123535
	Iteration 94Q: 3 clusters Score -2.382443e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190161 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -23824954.000000 Penalty: 6119.123535
	Iteration 95Q: 3 clusters Score -2.382495e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192401 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -23825820.000000 Penalty: 6119.123535
	Iteration 96Q: 3 clusters Score -2.382582e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194731 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -23826698.000000 Penalty: 6119.123535
	Iteration 97Q: 3 clusters Score -2.38267e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197119 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -23827618.000000 Penalty: 6119.123535
	Iteration 98Q: 3 clusters Score -2.382762e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199512 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -23828340.000000 Penalty: 6119.123535
	Iteration 99Q: 3 clusters Score -2.382834e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201952 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -23828490.000000 Penalty: 6119.123535
	Iteration 100F: 3 clusters Score -2.382849e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204210 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -23828804.000000 Penalty: 6119.123535
	Iteration 101Q: 3 clusters Score -2.38288e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206295 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -23828948.000000 Penalty: 6119.123535
	Iteration 102Q: 3 clusters Score -2.382895e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208185 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -23829020.000000 Penalty: 6119.123535
	Iteration 103Q: 3 clusters Score -2.382902e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209972 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -23829078.000000 Penalty: 6119.123535
	Iteration 104Q: 3 clusters Score -2.382908e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211625 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -23829254.000000 Penalty: 6119.123535
	Iteration 105Q: 3 clusters Score -2.382925e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213156 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -23829552.000000 Penalty: 6119.123535
	Iteration 106Q: 3 clusters Score -2.382955e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214586 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -23829912.000000 Penalty: 6119.123535
	Iteration 107Q: 3 clusters Score -2.382991e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215894 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -23830138.000000 Penalty: 6119.123535
	Iteration 108Q: 3 clusters Score -2.383014e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217022 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -23830230.000000 Penalty: 6119.123535
	Iteration 109Q: 3 clusters Score -2.383023e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218031 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -23830378.000000 Penalty: 6119.123535
	Iteration 110Q: 3 clusters Score -2.383038e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218919 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -23830522.000000 Penalty: 6119.123535
	Iteration 111Q: 3 clusters Score -2.383052e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219698 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -23830608.000000 Penalty: 6119.123535
	Iteration 112Q: 3 clusters Score -2.383061e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220431 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -23830784.000000 Penalty: 6119.123535
	Iteration 113Q: 3 clusters Score -2.383078e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221051 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -23830826.000000 Penalty: 6119.123535
	Iteration 114Q: 3 clusters Score -2.383083e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221619 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -23830880.000000 Penalty: 6119.123535
	Iteration 115Q: 3 clusters Score -2.383088e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222101 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -23831002.000000 Penalty: 6119.123535
	Iteration 116Q: 3 clusters Score -2.3831e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222521 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -23831116.000000 Penalty: 6119.123535
	Iteration 117Q: 3 clusters Score -2.383112e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222891 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -23831154.000000 Penalty: 6119.123535
	Iteration 118Q: 3 clusters Score -2.383115e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223221 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -23831194.000000 Penalty: 6119.123535
	Iteration 119Q: 3 clusters Score -2.383119e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223528 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -23831246.000000 Penalty: 6119.123535
	Iteration 120F: 3 clusters Score -2.383125e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223787 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -23831268.000000 Penalty: 6119.123535
	Iteration 121Q: 3 clusters Score -2.383127e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224004 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -23831348.000000 Penalty: 6119.123535
	Iteration 122Q: 3 clusters Score -2.383135e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224196 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -23831402.000000 Penalty: 6119.123535
	Iteration 123Q: 3 clusters Score -2.38314e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224366 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -23831466.000000 Penalty: 6119.123535
	Iteration 124Q: 3 clusters Score -2.383147e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224524 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -23831528.000000 Penalty: 6119.123535
	Iteration 125Q: 3 clusters Score -2.383153e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224655 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -23831536.000000 Penalty: 6119.123535
	Iteration 126Q: 3 clusters Score -2.383154e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224785 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -23831544.000000 Penalty: 6119.123535
	Iteration 127Q: 3 clusters Score -2.383154e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224912 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -23831618.000000 Penalty: 6119.123535
	Iteration 128Q: 3 clusters Score -2.383162e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225027 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -23831640.000000 Penalty: 6119.123535
	Iteration 129Q: 3 clusters Score -2.383164e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225134 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -23831660.000000 Penalty: 6119.123535
	Iteration 130Q: 3 clusters Score -2.383166e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225233 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -23831710.000000 Penalty: 6119.123535
	Iteration 131Q: 3 clusters Score -2.383171e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225356 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -23831752.000000 Penalty: 6119.123535
	Iteration 132Q: 3 clusters Score -2.383175e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225454 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -23831728.000000 Penalty: 6119.123535
	Iteration 133Q: 3 clusters Score -2.383173e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225539 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -23831764.000000 Penalty: 6119.123535
	Iteration 134Q: 3 clusters Score -2.383176e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225622 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -23831798.000000 Penalty: 6119.123535
	Iteration 135Q: 3 clusters Score -2.38318e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225699 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -23831844.000000 Penalty: 6119.123535
	Iteration 136Q: 3 clusters Score -2.383184e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225771 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -23831826.000000 Penalty: 6119.123535
	Iteration 137Q: 3 clusters Score -2.383183e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225833 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -23831848.000000 Penalty: 6119.123535
	Iteration 138Q: 3 clusters Score -2.383185e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225878 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -23831862.000000 Penalty: 6119.123535
	Iteration 139Q: 3 clusters Score -2.383186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225917 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -23831864.000000 Penalty: 6119.123535
	Iteration 140F: 3 clusters Score -2.383186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225963 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -23831872.000000 Penalty: 6119.123535
	Iteration 141Q: 3 clusters Score -2.383187e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225998 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -23831858.000000 Penalty: 6119.123535
	Iteration 142Q: 3 clusters Score -2.383186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226037 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -23831890.000000 Penalty: 6119.123535
	Iteration 143Q: 3 clusters Score -2.383189e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226065 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -23831916.000000 Penalty: 6119.123535
	Iteration 144Q: 3 clusters Score -2.383192e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226091 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23831930.000000 Penalty: 6119.123535
	Iteration 145Q: 3 clusters Score -2.383193e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226124 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -23831940.000000 Penalty: 6119.123535
	Iteration 146Q: 3 clusters Score -2.383194e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226160 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23831966.000000 Penalty: 6119.123535
	Iteration 147Q: 3 clusters Score -2.383197e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226193 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -23832016.000000 Penalty: 6119.123535
	Iteration 148Q: 3 clusters Score -2.383202e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226223 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23832026.000000 Penalty: 6119.123535
	Iteration 149Q: 3 clusters Score -2.383203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226240 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23832020.000000 Penalty: 6119.123535
	Iteration 150Q: 3 clusters Score -2.383202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226265 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23832014.000000 Penalty: 6119.123535
	Iteration 151Q: 3 clusters Score -2.383201e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226284 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -23832014.000000 Penalty: 6119.123535
	Iteration 152Q: 3 clusters Score -2.383201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226302 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -23832002.000000 Penalty: 6119.123535
	Iteration 153Q: 3 clusters Score -2.3832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226315 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23831992.000000 Penalty: 6119.123535
	Iteration 154Q: 3 clusters Score -2.383199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226327 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -23832006.000000 Penalty: 6119.123535
	Iteration 155Q: 3 clusters Score -2.383201e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226336 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23832018.000000 Penalty: 6119.123535
	Iteration 156Q: 3 clusters Score -2.383202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226339 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -23832010.000000 Penalty: 6119.123535
	Iteration 157Q: 3 clusters Score -2.383201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226343 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -23832012.000000 Penalty: 6119.123535
	Iteration 158Q: 3 clusters Score -2.383201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226350 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -23832024.000000 Penalty: 6119.123535
	Iteration 159Q: 3 clusters Score -2.383202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226357 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -23832054.000000 Penalty: 6119.123535
	Iteration 160F: 3 clusters Score -2.383205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226364 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -23832050.000000 Penalty: 6119.123535
	Iteration 161Q: 3 clusters Score -2.383205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226369 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23832056.000000 Penalty: 6119.123535
	Iteration 162Q: 3 clusters Score -2.383206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226375 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23832048.000000 Penalty: 6119.123535
	Iteration 163Q: 3 clusters Score -2.383205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226385 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -23832072.000000 Penalty: 6119.123535
	Iteration 164Q: 3 clusters Score -2.383207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226392 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -23832096.000000 Penalty: 6119.123535
	Iteration 165Q: 3 clusters Score -2.38321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226398 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -23832102.000000 Penalty: 6119.123535
	Iteration 166Q: 3 clusters Score -2.38321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226405 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -23832110.000000 Penalty: 6119.123535
	Iteration 167Q: 3 clusters Score -2.383211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226415 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23832106.000000 Penalty: 6119.123535
	Iteration 168Q: 3 clusters Score -2.383211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226428 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -23832118.000000 Penalty: 6119.123535
	Iteration 169Q: 3 clusters Score -2.383212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226433 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -23832114.000000 Penalty: 6119.123535
	Iteration 170Q: 3 clusters Score -2.383211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226436 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23832114.000000 Penalty: 6119.123535
	Iteration 171Q: 3 clusters Score -2.383211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226438 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -23832118.000000 Penalty: 6119.123535
	Iteration 172Q: 3 clusters Score -2.383212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226440 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -23832104.000000 Penalty: 6119.123535
	Iteration 173Q: 3 clusters Score -2.38321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226443 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -23832106.000000 Penalty: 6119.123535
	Iteration 174Q: 3 clusters Score -2.383211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226445 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23832094.000000 Penalty: 6119.123535
	Iteration 175Q: 3 clusters Score -2.383209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226447 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -23832078.000000 Penalty: 6119.123535
	Iteration 176Q: 3 clusters Score -2.383208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226448 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -23832090.000000 Penalty: 6119.123535
	Iteration 177Q: 3 clusters Score -2.383209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226449 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -23832094.000000 Penalty: 6119.123535
	Iteration 178Q: 3 clusters Score -2.383209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226448 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -23832090.000000 Penalty: 6119.123535
	Iteration 179Q: 3 clusters Score -2.383209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226448 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -23832090.000000 Penalty: 6119.123535
	Iteration 180F: 3 clusters Score -2.383209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Entering Unmasked Estep 
Score: -3266262.000000 Penalty: 2565.407227
	Iteration 0F: 2 clusters Score -3266262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3245183.750000 Penalty: 5130.814453
	Iteration 0F: 3 clusters Score -3245184 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3253383.250000 Penalty: 5130.814453
	Iteration 1F: 3 clusters Score -3253383 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3254457.000000 Penalty: 5130.814453
	Iteration 2F: 3 clusters Score -3254457 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3255812.500000 Penalty: 5130.814453
	Iteration 3F: 3 clusters Score -3255812 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3257403.500000 Penalty: 5130.814453
	Iteration 4F: 3 clusters Score -3257404 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3258977.750000 Penalty: 5130.814453
	Iteration 5F: 3 clusters Score -3258978 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3260419.500000 Penalty: 5130.814453
	Iteration 6F: 3 clusters Score -3260420 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3261487.750000 Penalty: 5130.814453
	Iteration 7F: 3 clusters Score -3261488 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3262243.750000 Penalty: 5130.814453
	Iteration 8Q: 3 clusters Score -3262244 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3262962.000000 Penalty: 5130.814453
	Iteration 9Q: 3 clusters Score -3262962 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3263456.750000 Penalty: 5130.814453
	Iteration 10Q: 3 clusters Score -3263457 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3263828.750000 Penalty: 5130.814453
	Iteration 11Q: 3 clusters Score -3263829 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3264175.000000 Penalty: 5130.814453
	Iteration 12Q: 3 clusters Score -3264175 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -3264428.500000 Penalty: 5130.814453
	Iteration 13Q: 3 clusters Score -3264428 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -3264535.500000 Penalty: 5130.814453
	Iteration 14Q: 3 clusters Score -3264536 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3264598.500000 Penalty: 5130.814453
	Iteration 15Q: 3 clusters Score -3264598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3264641.750000 Penalty: 5130.814453
	Iteration 16Q: 3 clusters Score -3264642 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3264681.500000 Penalty: 5130.814453
	Iteration 17Q: 3 clusters Score -3264682 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3264708.250000 Penalty: 5130.814453
	Iteration 18Q: 3 clusters Score -3264708 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3264721.750000 Penalty: 5130.814453
	Iteration 19Q: 3 clusters Score -3264722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -3264733.000000 Penalty: 5130.814453
	Iteration 20F: 3 clusters Score -3264733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3264745.500000 Penalty: 5130.814453
	Iteration 21Q: 3 clusters Score -3264746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3264738.750000 Penalty: 5130.814453
	Iteration 22Q: 3 clusters Score -3264739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3264752.250000 Penalty: 5130.814453
	Iteration 23Q: 3 clusters Score -3264752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3264746.750000 Penalty: 5130.814453
	Iteration 24Q: 3 clusters Score -3264747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3264752.750000 Penalty: 5130.814453
	Iteration 25Q: 3 clusters Score -3264753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3264758.250000 Penalty: 5130.814453
	Iteration 26Q: 3 clusters Score -3264758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3264771.500000 Penalty: 5130.814453
	Iteration 27Q: 3 clusters Score -3264772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3264770.250000 Penalty: 5130.814453
	Iteration 28Q: 3 clusters Score -3264770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -3264773.500000 Penalty: 5130.814453
	Iteration 29Q: 3 clusters Score -3264774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3264768.500000 Penalty: 5130.814453
	Iteration 30Q: 3 clusters Score -3264768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3264775.250000 Penalty: 5130.814453
	Iteration 31Q: 3 clusters Score -3264775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -3264774.750000 Penalty: 5130.814453
	Iteration 32Q: 3 clusters Score -3264775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3264774.250000 Penalty: 5130.814453
	Iteration 33Q: 3 clusters Score -3264774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3264768.500000 Penalty: 5130.814453
	Iteration 34Q: 3 clusters Score -3264768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3264769.500000 Penalty: 5130.814453
	Iteration 35Q: 3 clusters Score -3264770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3264768.250000 Penalty: 5130.814453
	Iteration 36Q: 3 clusters Score -3264768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3264769.250000 Penalty: 5130.814453
	Iteration 37Q: 3 clusters Score -3264769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3264769.000000 Penalty: 5130.814453
	Iteration 38Q: 3 clusters Score -3264769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3264769.500000 Penalty: 5130.814453
	Iteration 39Q: 3 clusters Score -3264770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3264769.500000 Penalty: 5130.814453
	Iteration 40F: 3 clusters Score -3264770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Entering Unmasked Estep 
Score: -510580.000000 Penalty: 2117.806152
	Iteration 0F: 2 clusters Score -510580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -505944.218750 Penalty: 4235.612305
	Iteration 0F: 3 clusters Score -505944.2 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -507042.500000 Penalty: 4235.612305
	Iteration 1F: 3 clusters Score -507042.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -507410.062500 Penalty: 4235.612305
	Iteration 2F: 3 clusters Score -507410.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -507756.500000 Penalty: 4235.612305
	Iteration 3F: 3 clusters Score -507756.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -508032.687500 Penalty: 4235.612305
	Iteration 4F: 3 clusters Score -508032.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -508255.343750 Penalty: 4235.612305
	Iteration 5F: 3 clusters Score -508255.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -508441.562500 Penalty: 4235.612305
	Iteration 6F: 3 clusters Score -508441.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -508593.843750 Penalty: 4235.612305
	Iteration 7Q: 3 clusters Score -508593.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -508736.218750 Penalty: 4235.612305
	Iteration 8Q: 3 clusters Score -508736.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -508854.437500 Penalty: 4235.612305
	Iteration 9Q: 3 clusters Score -508854.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -508939.812500 Penalty: 4235.612305
	Iteration 10Q: 3 clusters Score -508939.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -509011.500000 Penalty: 4235.612305
	Iteration 11Q: 3 clusters Score -509011.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -509080.625000 Penalty: 4235.612305
	Iteration 12Q: 3 clusters Score -509080.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -509129.468750 Penalty: 4235.612305
	Iteration 13Q: 3 clusters Score -509129.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -509172.593750 Penalty: 4235.612305
	Iteration 14Q: 3 clusters Score -509172.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -509210.406250 Penalty: 4235.612305
	Iteration 15Q: 3 clusters Score -509210.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -509236.437500 Penalty: 4235.612305
	Iteration 16Q: 3 clusters Score -509236.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -509260.812500 Penalty: 4235.612305
	Iteration 17Q: 3 clusters Score -509260.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -509276.156250 Penalty: 4235.612305
	Iteration 18Q: 3 clusters Score -509276.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -509288.843750 Penalty: 4235.612305
	Iteration 19Q: 3 clusters Score -509288.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -509297.531250 Penalty: 4235.612305
	Iteration 20F: 3 clusters Score -509297.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -509305.812500 Penalty: 4235.612305
	Iteration 21Q: 3 clusters Score -509305.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -509312.718750 Penalty: 4235.612305
	Iteration 22Q: 3 clusters Score -509312.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -509319.093750 Penalty: 4235.612305
	Iteration 23Q: 3 clusters Score -509319.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -509327.250000 Penalty: 4235.612305
	Iteration 24Q: 3 clusters Score -509327.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -509337.656250 Penalty: 4235.612305
	Iteration 25Q: 3 clusters Score -509337.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -509343.687500 Penalty: 4235.612305
	Iteration 26Q: 3 clusters Score -509343.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -509352.531250 Penalty: 4235.612305
	Iteration 27Q: 3 clusters Score -509352.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -509359.531250 Penalty: 4235.612305
	Iteration 28Q: 3 clusters Score -509359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -509363.718750 Penalty: 4235.612305
	Iteration 29Q: 3 clusters Score -509363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -509366.781250 Penalty: 4235.612305
	Iteration 30Q: 3 clusters Score -509366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -509369.718750 Penalty: 4235.612305
	Iteration 31Q: 3 clusters Score -509369.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -509373.343750 Penalty: 4235.612305
	Iteration 32Q: 3 clusters Score -509373.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -509375.406250 Penalty: 4235.612305
	Iteration 33Q: 3 clusters Score -509375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -509376.312500 Penalty: 4235.612305
	Iteration 34Q: 3 clusters Score -509376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -509376.437500 Penalty: 4235.612305
	Iteration 35Q: 3 clusters Score -509376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -509376.406250 Penalty: 4235.612305
	Iteration 36Q: 3 clusters Score -509376.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -509376.875000 Penalty: 4235.612305
	Iteration 37Q: 3 clusters Score -509376.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -509376.875000 Penalty: 4235.612305
	Iteration 38F: 3 clusters Score -509376.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -178742.187500 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -178742.2 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 991 members 
Entering Unmasked Estep 
Score: -176192.265625 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -176192.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -177194.312500 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -177194.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -177619.328125 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -177619.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -177931.546875 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -177931.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178114.156250 Penalty: 3767.062744
	Iteration 4F: 3 clusters Score -178114.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178201.562500 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -178201.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -178267.953125 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -178268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -178312.140625 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -178312.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -178341.484375 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -178341.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -178367.828125 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -178367.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178398.375000 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -178398.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -178434.718750 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -178434.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -178487.984375 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -178488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -178559.625000 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -178559.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -178627.921875 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -178627.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -178715.500000 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -178715.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -178781.328125 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -178781.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -178802.406250 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -178802.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -178814.031250 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -178814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -178819.734375 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -178819.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -178820.515625 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -178820.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16128 members 
Mstep: Class 3 contains 47097 members 
Mstep: Class 4 contains 28404 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206357 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 23356 members 
Mstep: Class 12 contains 23648 members 
Mstep: Class 15 contains 28195 members 
Mstep: Class 16 contains 21108 members 
Mstep: Class 17 contains 227964 members 
Mstep: Class 18 contains 31082 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 1409 members 
Entering Unmasked Estep 
Score: -70075240.000000 Penalty: 53300.515625
Splitting cluster 23 changes total score from -70076760.000000 to -70075240.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16128 members 
Mstep: Class 3 contains 47097 members 
Mstep: Class 4 contains 28404 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206357 members 
Mstep: Class 8 contains 16872 members 
Mstep: Class 9 contains 23356 members 
Mstep: Class 12 contains 23648 members 
Mstep: Class 15 contains 28195 members 
Mstep: Class 16 contains 21108 members 
Mstep: Class 17 contains 227964 members 
Mstep: Class 18 contains 31082 members 
Mstep: Class 22 contains 5113 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076648.000000 Penalty: 49969.234375
Iteration 199Q: 16 clusters Score -7.007665e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16130 members 
Mstep: Class 3 contains 47108 members 
Mstep: Class 4 contains 28323 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206418 members 
Mstep: Class 8 contains 16875 members 
Mstep: Class 9 contains 23358 members 
Mstep: Class 12 contains 23644 members 
Mstep: Class 15 contains 28206 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 17 contains 227956 members 
Mstep: Class 18 contains 31085 members 
Mstep: Class 22 contains 5117 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076640.000000 Penalty: 49969.234375
Iteration 200F: 16 clusters Score -7.007664e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47114 members 
Mstep: Class 4 contains 28260 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206476 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 23355 members 
Mstep: Class 12 contains 23644 members 
Mstep: Class 15 contains 28216 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 17 contains 227944 members 
Mstep: Class 18 contains 31088 members 
Mstep: Class 22 contains 5122 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076648.000000 Penalty: 49969.234375
Iteration 201Q: 16 clusters Score -7.007665e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 16128 members 
Mstep: Class 3 contains 47123 members 
Mstep: Class 4 contains 28213 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206504 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 23358 members 
Mstep: Class 12 contains 23646 members 
Mstep: Class 15 contains 28229 members 
Mstep: Class 16 contains 21083 members 
Mstep: Class 17 contains 227941 members 
Mstep: Class 18 contains 31093 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076632.000000 Penalty: 49969.234375
Iteration 202Q: 16 clusters Score -7.007663e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16127 members 
Mstep: Class 3 contains 47134 members 
Mstep: Class 4 contains 28168 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206513 members 
Mstep: Class 8 contains 16881 members 
Mstep: Class 9 contains 23351 members 
Mstep: Class 12 contains 23656 members 
Mstep: Class 15 contains 28246 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 17 contains 227949 members 
Mstep: Class 18 contains 31093 members 
Mstep: Class 22 contains 5130 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076568.000000 Penalty: 49969.234375
Iteration 203Q: 16 clusters Score -7.007657e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16126 members 
Mstep: Class 3 contains 47140 members 
Mstep: Class 4 contains 28125 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206489 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 23342 members 
Mstep: Class 12 contains 23657 members 
Mstep: Class 15 contains 28263 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 17 contains 227993 members 
Mstep: Class 18 contains 31102 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076616.000000 Penalty: 49969.234375
Iteration 204Q: 16 clusters Score -7.007662e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16126 members 
Mstep: Class 3 contains 47157 members 
Mstep: Class 4 contains 28084 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206442 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 23345 members 
Mstep: Class 12 contains 23663 members 
Mstep: Class 15 contains 28280 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 17 contains 228036 members 
Mstep: Class 18 contains 31111 members 
Mstep: Class 22 contains 5132 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076664.000000 Penalty: 49969.234375
Iteration 205Q: 16 clusters Score -7.007666e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16125 members 
Mstep: Class 3 contains 47162 members 
Mstep: Class 4 contains 28043 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206404 members 
Mstep: Class 8 contains 16889 members 
Mstep: Class 9 contains 23349 members 
Mstep: Class 12 contains 23669 members 
Mstep: Class 15 contains 28290 members 
Mstep: Class 16 contains 21054 members 
Mstep: Class 17 contains 228090 members 
Mstep: Class 18 contains 31115 members 
Mstep: Class 22 contains 5133 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076584.000000 Penalty: 49969.234375
Iteration 206Q: 16 clusters Score -7.007658e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16127 members 
Mstep: Class 3 contains 47172 members 
Mstep: Class 4 contains 28005 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206380 members 
Mstep: Class 8 contains 16892 members 
Mstep: Class 9 contains 23356 members 
Mstep: Class 12 contains 23671 members 
Mstep: Class 15 contains 28296 members 
Mstep: Class 16 contains 21055 members 
Mstep: Class 17 contains 228118 members 
Mstep: Class 18 contains 31117 members 
Mstep: Class 22 contains 5135 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076576.000000 Penalty: 49969.234375
Iteration 207Q: 16 clusters Score -7.007658e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 16127 members 
Mstep: Class 3 contains 47182 members 
Mstep: Class 4 contains 27980 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206357 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 23361 members 
Mstep: Class 12 contains 23671 members 
Mstep: Class 15 contains 28296 members 
Mstep: Class 16 contains 21051 members 
Mstep: Class 17 contains 228148 members 
Mstep: Class 18 contains 31123 members 
Mstep: Class 22 contains 5137 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076600.000000 Penalty: 49969.234375
Iteration 208Q: 16 clusters Score -7.00766e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16123 members 
Mstep: Class 3 contains 47183 members 
Mstep: Class 4 contains 27944 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206347 members 
Mstep: Class 8 contains 16891 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 12 contains 23668 members 
Mstep: Class 15 contains 28298 members 
Mstep: Class 16 contains 21043 members 
Mstep: Class 17 contains 228199 members 
Mstep: Class 18 contains 31129 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076608.000000 Penalty: 49969.234375
Iteration 209Q: 16 clusters Score -7.007661e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16122 members 
Mstep: Class 3 contains 47183 members 
Mstep: Class 4 contains 27915 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206348 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 15 contains 28297 members 
Mstep: Class 16 contains 21042 members 
Mstep: Class 17 contains 228233 members 
Mstep: Class 18 contains 31131 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076568.000000 Penalty: 49969.234375
Iteration 210Q: 16 clusters Score -7.007657e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16120 members 
Mstep: Class 3 contains 47186 members 
Mstep: Class 4 contains 27880 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206348 members 
Mstep: Class 8 contains 16882 members 
Mstep: Class 9 contains 23358 members 
Mstep: Class 12 contains 23667 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 21036 members 
Mstep: Class 17 contains 228272 members 
Mstep: Class 18 contains 31133 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 211Q: 16 clusters Score -7.007652e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16123 members 
Mstep: Class 3 contains 47189 members 
Mstep: Class 4 contains 27845 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206356 members 
Mstep: Class 8 contains 16877 members 
Mstep: Class 9 contains 23357 members 
Mstep: Class 12 contains 23671 members 
Mstep: Class 15 contains 28295 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 17 contains 228297 members 
Mstep: Class 18 contains 31135 members 
Mstep: Class 22 contains 5141 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076560.000000 Penalty: 49969.234375
Iteration 212Q: 16 clusters Score -7.007656e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16128 members 
Mstep: Class 3 contains 47188 members 
Mstep: Class 4 contains 27820 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206358 members 
Mstep: Class 8 contains 16877 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 12 contains 23671 members 
Mstep: Class 15 contains 28292 members 
Mstep: Class 16 contains 21033 members 
Mstep: Class 17 contains 228321 members 
Mstep: Class 18 contains 31132 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076592.000000 Penalty: 49969.234375
Iteration 213Q: 16 clusters Score -7.007659e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16126 members 
Mstep: Class 3 contains 47190 members 
Mstep: Class 4 contains 27796 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206374 members 
Mstep: Class 8 contains 16880 members 
Mstep: Class 9 contains 23358 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 15 contains 28295 members 
Mstep: Class 16 contains 21030 members 
Mstep: Class 17 contains 228327 members 
Mstep: Class 18 contains 31131 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076504.000000 Penalty: 49969.234375
Iteration 214Q: 16 clusters Score -7.00765e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16128 members 
Mstep: Class 3 contains 47186 members 
Mstep: Class 4 contains 27769 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206384 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 23358 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 15 contains 28294 members 
Mstep: Class 16 contains 21029 members 
Mstep: Class 17 contains 228340 members 
Mstep: Class 18 contains 31135 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076592.000000 Penalty: 49969.234375
Iteration 215Q: 16 clusters Score -7.007659e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16127 members 
Mstep: Class 3 contains 47183 members 
Mstep: Class 4 contains 27748 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206384 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 12 contains 23671 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 21028 members 
Mstep: Class 17 contains 228357 members 
Mstep: Class 18 contains 31139 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076608.000000 Penalty: 49969.234375
Iteration 216Q: 16 clusters Score -7.007661e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47180 members 
Mstep: Class 4 contains 27723 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206381 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 23360 members 
Mstep: Class 12 contains 23668 members 
Mstep: Class 15 contains 28303 members 
Mstep: Class 16 contains 21022 members 
Mstep: Class 17 contains 228388 members 
Mstep: Class 18 contains 31141 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076600.000000 Penalty: 49969.234375
Iteration 217Q: 16 clusters Score -7.00766e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47181 members 
Mstep: Class 4 contains 27696 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206377 members 
Mstep: Class 8 contains 16884 members 
Mstep: Class 9 contains 23357 members 
Mstep: Class 12 contains 23668 members 
Mstep: Class 15 contains 28302 members 
Mstep: Class 16 contains 21020 members 
Mstep: Class 17 contains 228421 members 
Mstep: Class 18 contains 31143 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076568.000000 Penalty: 49969.234375
Iteration 218Q: 16 clusters Score -7.007657e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47185 members 
Mstep: Class 4 contains 27664 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206378 members 
Mstep: Class 8 contains 16886 members 
Mstep: Class 9 contains 23357 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 228446 members 
Mstep: Class 18 contains 31152 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076592.000000 Penalty: 49969.234375
Iteration 219Q: 16 clusters Score -7.007659e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16137 members 
Mstep: Class 3 contains 47187 members 
Mstep: Class 4 contains 27633 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206394 members 
Mstep: Class 8 contains 16889 members 
Mstep: Class 9 contains 23356 members 
Mstep: Class 12 contains 23663 members 
Mstep: Class 15 contains 28297 members 
Mstep: Class 16 contains 21013 members 
Mstep: Class 17 contains 228455 members 
Mstep: Class 18 contains 31157 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076584.000000 Penalty: 49969.234375
Iteration 220F: 16 clusters Score -7.007658e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 16136 members 
Mstep: Class 3 contains 47197 members 
Mstep: Class 4 contains 27601 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206425 members 
Mstep: Class 8 contains 16888 members 
Mstep: Class 9 contains 23356 members 
Mstep: Class 12 contains 23663 members 
Mstep: Class 15 contains 28296 members 
Mstep: Class 16 contains 21008 members 
Mstep: Class 17 contains 228454 members 
Mstep: Class 18 contains 31156 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076576.000000 Penalty: 49969.234375
Iteration 221Q: 16 clusters Score -7.007658e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16136 members 
Mstep: Class 3 contains 47201 members 
Mstep: Class 4 contains 27568 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206451 members 
Mstep: Class 8 contains 16890 members 
Mstep: Class 9 contains 23358 members 
Mstep: Class 12 contains 23662 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 228448 members 
Mstep: Class 18 contains 31158 members 
Mstep: Class 22 contains 5143 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076568.000000 Penalty: 49969.234375
Iteration 222Q: 16 clusters Score -7.007657e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16136 members 
Mstep: Class 3 contains 47209 members 
Mstep: Class 4 contains 27542 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206456 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 23357 members 
Mstep: Class 12 contains 23664 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 228466 members 
Mstep: Class 18 contains 31155 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076672.000000 Penalty: 49969.234375
Iteration 223Q: 16 clusters Score -7.007667e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16135 members 
Mstep: Class 3 contains 47209 members 
Mstep: Class 4 contains 27503 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206478 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 23356 members 
Mstep: Class 12 contains 23662 members 
Mstep: Class 15 contains 28300 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 228486 members 
Mstep: Class 18 contains 31158 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076624.000000 Penalty: 49969.234375
Iteration 224Q: 16 clusters Score -7.007662e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47218 members 
Mstep: Class 4 contains 27462 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206496 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 23357 members 
Mstep: Class 12 contains 23662 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 228494 members 
Mstep: Class 18 contains 31158 members 
Mstep: Class 22 contains 5145 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076728.000000 Penalty: 49969.234375
Iteration 225Q: 16 clusters Score -7.007673e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47232 members 
Mstep: Class 4 contains 27432 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206505 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 23360 members 
Mstep: Class 12 contains 23658 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 228497 members 
Mstep: Class 18 contains 31158 members 
Mstep: Class 22 contains 5149 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076696.000000 Penalty: 49969.234375
Iteration 226Q: 16 clusters Score -7.00767e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47250 members 
Mstep: Class 4 contains 27401 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206524 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 23361 members 
Mstep: Class 12 contains 23657 members 
Mstep: Class 15 contains 28307 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 228484 members 
Mstep: Class 18 contains 31164 members 
Mstep: Class 22 contains 5151 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076608.000000 Penalty: 49969.234375
Iteration 227Q: 16 clusters Score -7.007661e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47261 members 
Mstep: Class 4 contains 27378 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206525 members 
Mstep: Class 8 contains 16885 members 
Mstep: Class 9 contains 23361 members 
Mstep: Class 12 contains 23658 members 
Mstep: Class 15 contains 28307 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 228488 members 
Mstep: Class 18 contains 31167 members 
Mstep: Class 22 contains 5154 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076624.000000 Penalty: 49969.234375
Iteration 228Q: 16 clusters Score -7.007662e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47277 members 
Mstep: Class 4 contains 27352 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206515 members 
Mstep: Class 8 contains 16889 members 
Mstep: Class 9 contains 23359 members 
Mstep: Class 12 contains 23657 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 228504 members 
Mstep: Class 18 contains 31171 members 
Mstep: Class 22 contains 5156 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076696.000000 Penalty: 49969.234375
Iteration 229Q: 16 clusters Score -7.00767e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47284 members 
Mstep: Class 4 contains 27333 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206507 members 
Mstep: Class 8 contains 16890 members 
Mstep: Class 9 contains 23361 members 
Mstep: Class 12 contains 23657 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 228518 members 
Mstep: Class 18 contains 31173 members 
Mstep: Class 22 contains 5160 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076720.000000 Penalty: 49969.234375
Iteration 230Q: 16 clusters Score -7.007672e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16130 members 
Mstep: Class 3 contains 47291 members 
Mstep: Class 4 contains 27305 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206505 members 
Mstep: Class 8 contains 16894 members 
Mstep: Class 9 contains 23362 members 
Mstep: Class 12 contains 23659 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 17 contains 228527 members 
Mstep: Class 18 contains 31177 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076704.000000 Penalty: 49969.234375
Iteration 231Q: 16 clusters Score -7.00767e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47295 members 
Mstep: Class 4 contains 27278 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206524 members 
Mstep: Class 8 contains 16892 members 
Mstep: Class 9 contains 23360 members 
Mstep: Class 12 contains 23660 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 20999 members 
Mstep: Class 17 contains 228537 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 22 contains 5165 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076736.000000 Penalty: 49969.234375
Iteration 232Q: 16 clusters Score -7.007674e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16127 members 
Mstep: Class 3 contains 47301 members 
Mstep: Class 4 contains 27258 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206537 members 
Mstep: Class 8 contains 16897 members 
Mstep: Class 9 contains 23360 members 
Mstep: Class 12 contains 23659 members 
Mstep: Class 15 contains 28298 members 
Mstep: Class 16 contains 20994 members 
Mstep: Class 17 contains 228543 members 
Mstep: Class 18 contains 31178 members 
Mstep: Class 22 contains 5167 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076712.000000 Penalty: 49969.234375
Iteration 233Q: 16 clusters Score -7.007671e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16125 members 
Mstep: Class 3 contains 47310 members 
Mstep: Class 4 contains 27236 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206527 members 
Mstep: Class 8 contains 16898 members 
Mstep: Class 9 contains 23356 members 
Mstep: Class 12 contains 23660 members 
Mstep: Class 15 contains 28295 members 
Mstep: Class 16 contains 20992 members 
Mstep: Class 17 contains 228565 members 
Mstep: Class 18 contains 31186 members 
Mstep: Class 22 contains 5169 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076656.000000 Penalty: 49969.234375
Iteration 234Q: 16 clusters Score -7.007666e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16124 members 
Mstep: Class 3 contains 47314 members 
Mstep: Class 4 contains 27222 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206519 members 
Mstep: Class 8 contains 16900 members 
Mstep: Class 9 contains 23353 members 
Mstep: Class 12 contains 23663 members 
Mstep: Class 15 contains 28289 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 228584 members 
Mstep: Class 18 contains 31189 members 
Mstep: Class 22 contains 5171 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076696.000000 Penalty: 49969.234375
Iteration 235Q: 16 clusters Score -7.00767e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16125 members 
Mstep: Class 3 contains 47324 members 
Mstep: Class 4 contains 27204 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206509 members 
Mstep: Class 8 contains 16900 members 
Mstep: Class 9 contains 23351 members 
Mstep: Class 12 contains 23663 members 
Mstep: Class 15 contains 28288 members 
Mstep: Class 16 contains 20988 members 
Mstep: Class 17 contains 228603 members 
Mstep: Class 18 contains 31192 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076744.000000 Penalty: 49969.234375
Iteration 236Q: 16 clusters Score -7.007674e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16123 members 
Mstep: Class 3 contains 47326 members 
Mstep: Class 4 contains 27193 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206490 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 23348 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 15 contains 28283 members 
Mstep: Class 16 contains 20985 members 
Mstep: Class 17 contains 228636 members 
Mstep: Class 18 contains 31195 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076688.000000 Penalty: 49969.234375
Iteration 237Q: 16 clusters Score -7.007669e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16123 members 
Mstep: Class 3 contains 47328 members 
Mstep: Class 4 contains 27179 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206468 members 
Mstep: Class 8 contains 16900 members 
Mstep: Class 9 contains 23344 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 15 contains 28280 members 
Mstep: Class 16 contains 20984 members 
Mstep: Class 17 contains 228671 members 
Mstep: Class 18 contains 31199 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076808.000000 Penalty: 49969.234375
Iteration 238Q: 16 clusters Score -7.007681e+07 nChanged 96
Entering ConstructFrom: 
Score: -70076808.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -381605.250000 Penalty: 2042.698120
	Iteration 0F: 2 clusters Score -381605.2 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 1847 members 
Entering Unmasked Estep 
Score: -377845.406250 Penalty: 4085.396240
	Iteration 0F: 3 clusters Score -377845.4 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -378733.656250 Penalty: 4085.396240
	Iteration 1F: 3 clusters Score -378733.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -378952.656250 Penalty: 4085.396240
	Iteration 2F: 3 clusters Score -378952.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -379089.406250 Penalty: 4085.396240
	Iteration 3F: 3 clusters Score -379089.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -379205.500000 Penalty: 4085.396240
	Iteration 4Q: 3 clusters Score -379205.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -379288.687500 Penalty: 4085.396240
	Iteration 5Q: 3 clusters Score -379288.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -379363.375000 Penalty: 4085.396240
	Iteration 6Q: 3 clusters Score -379363.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -379432.656250 Penalty: 4085.396240
	Iteration 7Q: 3 clusters Score -379432.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -379489.187500 Penalty: 4085.396240
	Iteration 8Q: 3 clusters Score -379489.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -379525.906250 Penalty: 4085.396240
	Iteration 9Q: 3 clusters Score -379525.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -379562.843750 Penalty: 4085.396240
	Iteration 10Q: 3 clusters Score -379562.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -379600.343750 Penalty: 4085.396240
	Iteration 11Q: 3 clusters Score -379600.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -379629.750000 Penalty: 4085.396240
	Iteration 12Q: 3 clusters Score -379629.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379659.187500 Penalty: 4085.396240
	Iteration 13Q: 3 clusters Score -379659.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -379688.625000 Penalty: 4085.396240
	Iteration 14Q: 3 clusters Score -379688.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -379724.031250 Penalty: 4085.396240
	Iteration 15Q: 3 clusters Score -379724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -379751.593750 Penalty: 4085.396240
	Iteration 16Q: 3 clusters Score -379751.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -379769.468750 Penalty: 4085.396240
	Iteration 17Q: 3 clusters Score -379769.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -379797.281250 Penalty: 4085.396240
	Iteration 18Q: 3 clusters Score -379797.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -379815.750000 Penalty: 4085.396240
	Iteration 19Q: 3 clusters Score -379815.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -379835.750000 Penalty: 4085.396240
	Iteration 20F: 3 clusters Score -379835.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -379850.687500 Penalty: 4085.396240
	Iteration 21Q: 3 clusters Score -379850.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -379867.875000 Penalty: 4085.396240
	Iteration 22Q: 3 clusters Score -379867.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -379888.000000 Penalty: 4085.396240
	Iteration 23Q: 3 clusters Score -379888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -379907.625000 Penalty: 4085.396240
	Iteration 24Q: 3 clusters Score -379907.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -379926.906250 Penalty: 4085.396240
	Iteration 25Q: 3 clusters Score -379926.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -379940.968750 Penalty: 4085.396240
	Iteration 26Q: 3 clusters Score -379941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -379954.031250 Penalty: 4085.396240
	Iteration 27Q: 3 clusters Score -379954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -379963.843750 Penalty: 4085.396240
	Iteration 28Q: 3 clusters Score -379963.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -379971.656250 Penalty: 4085.396240
	Iteration 29Q: 3 clusters Score -379971.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -379979.812500 Penalty: 4085.396240
	Iteration 30Q: 3 clusters Score -379979.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -379994.250000 Penalty: 4085.396240
	Iteration 31Q: 3 clusters Score -379994.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -380011.062500 Penalty: 4085.396240
	Iteration 32Q: 3 clusters Score -380011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -380021.093750 Penalty: 4085.396240
	Iteration 33Q: 3 clusters Score -380021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -380024.812500 Penalty: 4085.396240
	Iteration 34Q: 3 clusters Score -380024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -380026.281250 Penalty: 4085.396240
	Iteration 35Q: 3 clusters Score -380026.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -380026.781250 Penalty: 4085.396240
	Iteration 36Q: 3 clusters Score -380026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -380026.781250 Penalty: 4085.396240
	Iteration 37F: 3 clusters Score -380026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Entering Unmasked Estep 
Score: -1722574.250000 Penalty: 2402.593750
	Iteration 0F: 2 clusters Score -1722574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1711106.625000 Penalty: 4805.187500
	Iteration 0F: 3 clusters Score -1711107 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1714916.375000 Penalty: 4805.187500
	Iteration 1F: 3 clusters Score -1714916 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1715215.875000 Penalty: 4805.187500
	Iteration 2F: 3 clusters Score -1715216 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1715427.000000 Penalty: 4805.187500
	Iteration 3Q: 3 clusters Score -1715427 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1715580.250000 Penalty: 4805.187500
	Iteration 4Q: 3 clusters Score -1715580 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1715710.250000 Penalty: 4805.187500
	Iteration 5Q: 3 clusters Score -1715710 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1715815.750000 Penalty: 4805.187500
	Iteration 6Q: 3 clusters Score -1715816 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1715924.625000 Penalty: 4805.187500
	Iteration 7Q: 3 clusters Score -1715925 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1716041.750000 Penalty: 4805.187500
	Iteration 8Q: 3 clusters Score -1716042 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1716167.750000 Penalty: 4805.187500
	Iteration 9Q: 3 clusters Score -1716168 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1716312.750000 Penalty: 4805.187500
	Iteration 10Q: 3 clusters Score -1716313 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1716478.250000 Penalty: 4805.187500
	Iteration 11Q: 3 clusters Score -1716478 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1716695.625000 Penalty: 4805.187500
	Iteration 12Q: 3 clusters Score -1716696 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1716947.375000 Penalty: 4805.187500
	Iteration 13Q: 3 clusters Score -1716947 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1717268.125000 Penalty: 4805.187500
	Iteration 14Q: 3 clusters Score -1717268 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1717639.875000 Penalty: 4805.187500
	Iteration 15Q: 3 clusters Score -1717640 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1718043.125000 Penalty: 4805.187500
	Iteration 16Q: 3 clusters Score -1718043 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1718410.625000 Penalty: 4805.187500
	Iteration 17Q: 3 clusters Score -1718411 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1718702.625000 Penalty: 4805.187500
	Iteration 18Q: 3 clusters Score -1718703 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1718937.625000 Penalty: 4805.187500
	Iteration 19Q: 3 clusters Score -1718938 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1719107.750000 Penalty: 4805.187500
	Iteration 20F: 3 clusters Score -1719108 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1719251.250000 Penalty: 4805.187500
	Iteration 21Q: 3 clusters Score -1719251 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1719348.750000 Penalty: 4805.187500
	Iteration 22Q: 3 clusters Score -1719349 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1719444.375000 Penalty: 4805.187500
	Iteration 23Q: 3 clusters Score -1719444 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1719524.000000 Penalty: 4805.187500
	Iteration 24Q: 3 clusters Score -1719524 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1719612.000000 Penalty: 4805.187500
	Iteration 25Q: 3 clusters Score -1719612 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1719695.375000 Penalty: 4805.187500
	Iteration 26Q: 3 clusters Score -1719695 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1719770.500000 Penalty: 4805.187500
	Iteration 27Q: 3 clusters Score -1719770 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1719840.875000 Penalty: 4805.187500
	Iteration 28Q: 3 clusters Score -1719841 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1719898.375000 Penalty: 4805.187500
	Iteration 29Q: 3 clusters Score -1719898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1719942.500000 Penalty: 4805.187500
	Iteration 30Q: 3 clusters Score -1719942 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1719990.750000 Penalty: 4805.187500
	Iteration 31Q: 3 clusters Score -1719991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1720014.375000 Penalty: 4805.187500
	Iteration 32Q: 3 clusters Score -1720014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1720047.500000 Penalty: 4805.187500
	Iteration 33Q: 3 clusters Score -1720048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1720082.375000 Penalty: 4805.187500
	Iteration 34Q: 3 clusters Score -1720082 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1720112.750000 Penalty: 4805.187500
	Iteration 35Q: 3 clusters Score -1720113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1720136.000000 Penalty: 4805.187500
	Iteration 36Q: 3 clusters Score -1720136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1720165.500000 Penalty: 4805.187500
	Iteration 37Q: 3 clusters Score -1720166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1720180.500000 Penalty: 4805.187500
	Iteration 38Q: 3 clusters Score -1720180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1720196.125000 Penalty: 4805.187500
	Iteration 39Q: 3 clusters Score -1720196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1720205.875000 Penalty: 4805.187500
	Iteration 40F: 3 clusters Score -1720206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1720220.000000 Penalty: 4805.187500
	Iteration 41Q: 3 clusters Score -1720220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1720233.875000 Penalty: 4805.187500
	Iteration 42Q: 3 clusters Score -1720234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1720244.000000 Penalty: 4805.187500
	Iteration 43Q: 3 clusters Score -1720244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1720259.500000 Penalty: 4805.187500
	Iteration 44Q: 3 clusters Score -1720260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1720272.000000 Penalty: 4805.187500
	Iteration 45Q: 3 clusters Score -1720272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1720283.750000 Penalty: 4805.187500
	Iteration 46Q: 3 clusters Score -1720284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1720292.750000 Penalty: 4805.187500
	Iteration 47Q: 3 clusters Score -1720293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1720304.625000 Penalty: 4805.187500
	Iteration 48Q: 3 clusters Score -1720305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1720324.875000 Penalty: 4805.187500
	Iteration 49Q: 3 clusters Score -1720325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1720340.500000 Penalty: 4805.187500
	Iteration 50Q: 3 clusters Score -1720340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1720354.875000 Penalty: 4805.187500
	Iteration 51Q: 3 clusters Score -1720355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1720370.250000 Penalty: 4805.187500
	Iteration 52Q: 3 clusters Score -1720370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1720382.750000 Penalty: 4805.187500
	Iteration 53Q: 3 clusters Score -1720383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1720399.000000 Penalty: 4805.187500
	Iteration 54Q: 3 clusters Score -1720399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1720406.000000 Penalty: 4805.187500
	Iteration 55Q: 3 clusters Score -1720406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1720418.625000 Penalty: 4805.187500
	Iteration 56Q: 3 clusters Score -1720419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1720431.000000 Penalty: 4805.187500
	Iteration 57Q: 3 clusters Score -1720431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1720438.500000 Penalty: 4805.187500
	Iteration 58Q: 3 clusters Score -1720438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1720448.125000 Penalty: 4805.187500
	Iteration 59Q: 3 clusters Score -1720448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1720453.000000 Penalty: 4805.187500
	Iteration 60F: 3 clusters Score -1720453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1720459.000000 Penalty: 4805.187500
	Iteration 61Q: 3 clusters Score -1720459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1720465.250000 Penalty: 4805.187500
	Iteration 62Q: 3 clusters Score -1720465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1720471.625000 Penalty: 4805.187500
	Iteration 63Q: 3 clusters Score -1720472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1720477.375000 Penalty: 4805.187500
	Iteration 64Q: 3 clusters Score -1720477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1720481.250000 Penalty: 4805.187500
	Iteration 65Q: 3 clusters Score -1720481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1720487.250000 Penalty: 4805.187500
	Iteration 66Q: 3 clusters Score -1720487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1720491.500000 Penalty: 4805.187500
	Iteration 67Q: 3 clusters Score -1720492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1720494.625000 Penalty: 4805.187500
	Iteration 68Q: 3 clusters Score -1720495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1720495.500000 Penalty: 4805.187500
	Iteration 69Q: 3 clusters Score -1720496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1720496.000000 Penalty: 4805.187500
	Iteration 70Q: 3 clusters Score -1720496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1720496.375000 Penalty: 4805.187500
	Iteration 71Q: 3 clusters Score -1720496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1720498.750000 Penalty: 4805.187500
	Iteration 72Q: 3 clusters Score -1720499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1720500.500000 Penalty: 4805.187500
	Iteration 73Q: 3 clusters Score -1720500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1720499.125000 Penalty: 4805.187500
	Iteration 74Q: 3 clusters Score -1720499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1720499.125000 Penalty: 4805.187500
	Iteration 75F: 3 clusters Score -1720499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Entering Unmasked Estep 
Score: -4833130.500000 Penalty: 2669.695068
	Iteration 0F: 2 clusters Score -4833130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -4801123.500000 Penalty: 5339.390137
	Iteration 0F: 3 clusters Score -4801124 nChanged 21852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4813105.500000 Penalty: 5339.390137
	Iteration 1F: 3 clusters Score -4813106 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -4813569.000000 Penalty: 5339.390137
	Iteration 2Q: 3 clusters Score -4813569 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4814100.500000 Penalty: 5339.390137
	Iteration 3Q: 3 clusters Score -4814100 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -4814817.000000 Penalty: 5339.390137
	Iteration 4Q: 3 clusters Score -4814817 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4816057.500000 Penalty: 5339.390137
	Iteration 5F: 3 clusters Score -4816058 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4818170.000000 Penalty: 5339.390137
	Iteration 6F: 3 clusters Score -4818170 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4821433.000000 Penalty: 5339.390137
	Iteration 7F: 3 clusters Score -4821433 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -4825243.500000 Penalty: 5339.390137
	Iteration 8F: 3 clusters Score -4825244 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -4828354.500000 Penalty: 5339.390137
	Iteration 9F: 3 clusters Score -4828354 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -4829954.500000 Penalty: 5339.390137
	Iteration 10Q: 3 clusters Score -4829954 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -4830513.000000 Penalty: 5339.390137
	Iteration 11Q: 3 clusters Score -4830513 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -4830695.000000 Penalty: 5339.390137
	Iteration 12Q: 3 clusters Score -4830695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -4830755.500000 Penalty: 5339.390137
	Iteration 13Q: 3 clusters Score -4830756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -4830778.500000 Penalty: 5339.390137
	Iteration 14Q: 3 clusters Score -4830778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -4830803.000000 Penalty: 5339.390137
	Iteration 15Q: 3 clusters Score -4830803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -4830818.000000 Penalty: 5339.390137
	Iteration 16Q: 3 clusters Score -4830818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -4830827.500000 Penalty: 5339.390137
	Iteration 17Q: 3 clusters Score -4830828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -4830836.500000 Penalty: 5339.390137
	Iteration 18Q: 3 clusters Score -4830836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -4830847.000000 Penalty: 5339.390137
	Iteration 19Q: 3 clusters Score -4830847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -4830854.500000 Penalty: 5339.390137
	Iteration 20F: 3 clusters Score -4830854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -4830854.000000 Penalty: 5339.390137
	Iteration 21Q: 3 clusters Score -4830854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -4830854.000000 Penalty: 5339.390137
	Iteration 22F: 3 clusters Score -4830854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Entering Unmasked Estep 
Score: -2904273.500000 Penalty: 2532.047363
	Iteration 0F: 2 clusters Score -2904274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2885400.250000 Penalty: 5064.094727
	Iteration 0F: 3 clusters Score -2885400 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2892290.000000 Penalty: 5064.094727
	Iteration 1F: 3 clusters Score -2892290 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2892928.750000 Penalty: 5064.094727
	Iteration 2F: 3 clusters Score -2892929 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2893678.000000 Penalty: 5064.094727
	Iteration 3F: 3 clusters Score -2893678 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2894476.000000 Penalty: 5064.094727
	Iteration 4F: 3 clusters Score -2894476 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2895509.250000 Penalty: 5064.094727
	Iteration 5F: 3 clusters Score -2895509 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2896724.500000 Penalty: 5064.094727
	Iteration 6F: 3 clusters Score -2896724 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2898056.500000 Penalty: 5064.094727
	Iteration 7F: 3 clusters Score -2898056 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2899361.250000 Penalty: 5064.094727
	Iteration 8F: 3 clusters Score -2899361 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2900275.500000 Penalty: 5064.094727
	Iteration 9Q: 3 clusters Score -2900276 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2900705.750000 Penalty: 5064.094727
	Iteration 10Q: 3 clusters Score -2900706 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2900923.000000 Penalty: 5064.094727
	Iteration 11Q: 3 clusters Score -2900923 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2901050.500000 Penalty: 5064.094727
	Iteration 12Q: 3 clusters Score -2901050 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2901154.500000 Penalty: 5064.094727
	Iteration 13Q: 3 clusters Score -2901154 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2901241.000000 Penalty: 5064.094727
	Iteration 14Q: 3 clusters Score -2901241 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -2901325.750000 Penalty: 5064.094727
	Iteration 15Q: 3 clusters Score -2901326 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2901381.000000 Penalty: 5064.094727
	Iteration 16Q: 3 clusters Score -2901381 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2901429.250000 Penalty: 5064.094727
	Iteration 17Q: 3 clusters Score -2901429 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2901489.000000 Penalty: 5064.094727
	Iteration 18Q: 3 clusters Score -2901489 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -2901539.500000 Penalty: 5064.094727
	Iteration 19Q: 3 clusters Score -2901540 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2901598.000000 Penalty: 5064.094727
	Iteration 20F: 3 clusters Score -2901598 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -2901636.000000 Penalty: 5064.094727
	Iteration 21Q: 3 clusters Score -2901636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -2901655.000000 Penalty: 5064.094727
	Iteration 22Q: 3 clusters Score -2901655 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2901676.500000 Penalty: 5064.094727
	Iteration 23Q: 3 clusters Score -2901676 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -2901692.500000 Penalty: 5064.094727
	Iteration 24Q: 3 clusters Score -2901692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -2901701.000000 Penalty: 5064.094727
	Iteration 25Q: 3 clusters Score -2901701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -2901722.000000 Penalty: 5064.094727
	Iteration 26Q: 3 clusters Score -2901722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2901740.750000 Penalty: 5064.094727
	Iteration 27Q: 3 clusters Score -2901741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2901753.500000 Penalty: 5064.094727
	Iteration 28Q: 3 clusters Score -2901754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2901769.750000 Penalty: 5064.094727
	Iteration 29Q: 3 clusters Score -2901770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2901784.000000 Penalty: 5064.094727
	Iteration 30Q: 3 clusters Score -2901784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2901802.000000 Penalty: 5064.094727
	Iteration 31Q: 3 clusters Score -2901802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2901814.500000 Penalty: 5064.094727
	Iteration 32Q: 3 clusters Score -2901814 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -2901828.750000 Penalty: 5064.094727
	Iteration 33Q: 3 clusters Score -2901829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -2901849.500000 Penalty: 5064.094727
	Iteration 34Q: 3 clusters Score -2901850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -2901868.750000 Penalty: 5064.094727
	Iteration 35Q: 3 clusters Score -2901869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2901884.000000 Penalty: 5064.094727
	Iteration 36Q: 3 clusters Score -2901884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2901898.000000 Penalty: 5064.094727
	Iteration 37Q: 3 clusters Score -2901898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -2901916.750000 Penalty: 5064.094727
	Iteration 38Q: 3 clusters Score -2901917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -2901933.750000 Penalty: 5064.094727
	Iteration 39Q: 3 clusters Score -2901934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2901950.000000 Penalty: 5064.094727
	Iteration 40F: 3 clusters Score -2901950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2901961.250000 Penalty: 5064.094727
	Iteration 41Q: 3 clusters Score -2901961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -2901971.000000 Penalty: 5064.094727
	Iteration 42Q: 3 clusters Score -2901971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2901989.500000 Penalty: 5064.094727
	Iteration 43Q: 3 clusters Score -2901990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2902002.750000 Penalty: 5064.094727
	Iteration 44Q: 3 clusters Score -2902003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2902005.750000 Penalty: 5064.094727
	Iteration 45Q: 3 clusters Score -2902006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -2902021.250000 Penalty: 5064.094727
	Iteration 46Q: 3 clusters Score -2902021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2902033.500000 Penalty: 5064.094727
	Iteration 47Q: 3 clusters Score -2902034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -2902042.000000 Penalty: 5064.094727
	Iteration 48Q: 3 clusters Score -2902042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -2902050.500000 Penalty: 5064.094727
	Iteration 49Q: 3 clusters Score -2902050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -2902060.250000 Penalty: 5064.094727
	Iteration 50Q: 3 clusters Score -2902060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -2902064.500000 Penalty: 5064.094727
	Iteration 51Q: 3 clusters Score -2902064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -2902076.500000 Penalty: 5064.094727
	Iteration 52Q: 3 clusters Score -2902076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -2902080.500000 Penalty: 5064.094727
	Iteration 53Q: 3 clusters Score -2902080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2902078.500000 Penalty: 5064.094727
	Iteration 54Q: 3 clusters Score -2902078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2902087.500000 Penalty: 5064.094727
	Iteration 55Q: 3 clusters Score -2902088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -2902094.500000 Penalty: 5064.094727
	Iteration 56Q: 3 clusters Score -2902094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -2902100.250000 Penalty: 5064.094727
	Iteration 57Q: 3 clusters Score -2902100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -2902108.250000 Penalty: 5064.094727
	Iteration 58Q: 3 clusters Score -2902108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -2902113.750000 Penalty: 5064.094727
	Iteration 59Q: 3 clusters Score -2902114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2902119.000000 Penalty: 5064.094727
	Iteration 60F: 3 clusters Score -2902119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -2902115.750000 Penalty: 5064.094727
	Iteration 61Q: 3 clusters Score -2902116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -2902119.500000 Penalty: 5064.094727
	Iteration 62Q: 3 clusters Score -2902120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2902120.500000 Penalty: 5064.094727
	Iteration 63Q: 3 clusters Score -2902120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -2902123.750000 Penalty: 5064.094727
	Iteration 64Q: 3 clusters Score -2902124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2902129.000000 Penalty: 5064.094727
	Iteration 65Q: 3 clusters Score -2902129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2902124.250000 Penalty: 5064.094727
	Iteration 66Q: 3 clusters Score -2902124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -2902130.000000 Penalty: 5064.094727
	Iteration 67Q: 3 clusters Score -2902130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2902134.000000 Penalty: 5064.094727
	Iteration 68Q: 3 clusters Score -2902134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2902136.000000 Penalty: 5064.094727
	Iteration 69Q: 3 clusters Score -2902136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -2902142.500000 Penalty: 5064.094727
	Iteration 70Q: 3 clusters Score -2902142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -2902145.500000 Penalty: 5064.094727
	Iteration 71Q: 3 clusters Score -2902146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2902141.250000 Penalty: 5064.094727
	Iteration 72Q: 3 clusters Score -2902141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -2902144.750000 Penalty: 5064.094727
	Iteration 73Q: 3 clusters Score -2902145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2902145.750000 Penalty: 5064.094727
	Iteration 74Q: 3 clusters Score -2902146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -2902150.750000 Penalty: 5064.094727
	Iteration 75Q: 3 clusters Score -2902151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -2902149.250000 Penalty: 5064.094727
	Iteration 76Q: 3 clusters Score -2902149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2902155.250000 Penalty: 5064.094727
	Iteration 77Q: 3 clusters Score -2902155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -2902157.750000 Penalty: 5064.094727
	Iteration 78Q: 3 clusters Score -2902158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -2902160.250000 Penalty: 5064.094727
	Iteration 79Q: 3 clusters Score -2902160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -2902165.500000 Penalty: 5064.094727
	Iteration 80F: 3 clusters Score -2902166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2902169.250000 Penalty: 5064.094727
	Iteration 81Q: 3 clusters Score -2902169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2902168.000000 Penalty: 5064.094727
	Iteration 82Q: 3 clusters Score -2902168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -2902165.750000 Penalty: 5064.094727
	Iteration 83Q: 3 clusters Score -2902166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2902169.750000 Penalty: 5064.094727
	Iteration 84Q: 3 clusters Score -2902170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -2902167.250000 Penalty: 5064.094727
	Iteration 85Q: 3 clusters Score -2902167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2902167.750000 Penalty: 5064.094727
	Iteration 86Q: 3 clusters Score -2902168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2902169.500000 Penalty: 5064.094727
	Iteration 87Q: 3 clusters Score -2902170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2902170.750000 Penalty: 5064.094727
	Iteration 88Q: 3 clusters Score -2902171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -2902167.250000 Penalty: 5064.094727
	Iteration 89Q: 3 clusters Score -2902167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2902166.750000 Penalty: 5064.094727
	Iteration 90Q: 3 clusters Score -2902167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -2902166.000000 Penalty: 5064.094727
	Iteration 91Q: 3 clusters Score -2902166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2902162.750000 Penalty: 5064.094727
	Iteration 92Q: 3 clusters Score -2902163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2902162.750000 Penalty: 5064.094727
	Iteration 93F: 3 clusters Score -2902163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -71257.414062 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -71257.41 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 390 members 
Entering Unmasked Estep 
Score: -69530.609375 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -69530.61 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69924.429688 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -69924.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70081.875000 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -70081.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70314.375000 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -70314.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -70658.250000 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -70658.25 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -70833.218750 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -70833.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -70954.242188 Penalty: 3301.736328
	Iteration 6F: 3 clusters Score -70954.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -71020.531250 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -71020.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -71051.609375 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -71051.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -71071.031250 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -71071.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -71107.312500 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -71107.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -71139.000000 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -71139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71159.195312 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -71159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -71168.085938 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -71168.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71178.562500 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -71178.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -71193.671875 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -71193.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71205.843750 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -71205.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -71209.484375 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -71209.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -71215.179688 Penalty: 3301.736328
	Iteration 18F: 3 clusters Score -71215.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71223.968750 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -71223.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -71223.968750 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -71223.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (206465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206465 members 
Entering Unmasked Estep 
Score: -21528526.000000 Penalty: 3034.995850
	Iteration 0F: 2 clusters Score -2.152853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103553 members 
Mstep: Class 2 contains 102912 members 
Entering Unmasked Estep 
Score: -21397176.000000 Penalty: 6069.991699
	Iteration 0F: 3 clusters Score -2.139718e+07 nChanged 99293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106132 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -21455584.000000 Penalty: 6069.991699
	Iteration 1F: 3 clusters Score -2.145558e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 98480 members 
Entering Unmasked Estep 
Score: -21457576.000000 Penalty: 6069.991699
	Iteration 2Q: 3 clusters Score -2.145758e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110892 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -21460062.000000 Penalty: 6069.991699
	Iteration 3Q: 3 clusters Score -2.146006e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 91206 members 
Entering Unmasked Estep 
Score: -21463624.000000 Penalty: 6069.991699
	Iteration 4Q: 3 clusters Score -2.146362e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121775 members 
Mstep: Class 2 contains 84690 members 
Entering Unmasked Estep 
Score: -21469324.000000 Penalty: 6069.991699
	Iteration 5F: 3 clusters Score -2.146932e+07 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130390 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -21477226.000000 Penalty: 6069.991699
	Iteration 6F: 3 clusters Score -2.147723e+07 nChanged 13570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140550 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -21486782.000000 Penalty: 6069.991699
	Iteration 7F: 3 clusters Score -2.148678e+07 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150720 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -21496262.000000 Penalty: 6069.991699
	Iteration 8F: 3 clusters Score -2.149626e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158925 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -21504074.000000 Penalty: 6069.991699
	Iteration 9F: 3 clusters Score -2.150407e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165135 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -21509644.000000 Penalty: 6069.991699
	Iteration 10Q: 3 clusters Score -2.150964e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169913 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -21513016.000000 Penalty: 6069.991699
	Iteration 11Q: 3 clusters Score -2.151302e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173849 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -21515540.000000 Penalty: 6069.991699
	Iteration 12Q: 3 clusters Score -2.151554e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177232 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -21517730.000000 Penalty: 6069.991699
	Iteration 13Q: 3 clusters Score -2.151773e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180127 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -21519530.000000 Penalty: 6069.991699
	Iteration 14Q: 3 clusters Score -2.151953e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182770 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -21521086.000000 Penalty: 6069.991699
	Iteration 15Q: 3 clusters Score -2.152109e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184952 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -21522404.000000 Penalty: 6069.991699
	Iteration 16Q: 3 clusters Score -2.15224e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186800 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -21523634.000000 Penalty: 6069.991699
	Iteration 17Q: 3 clusters Score -2.152363e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188361 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -21524488.000000 Penalty: 6069.991699
	Iteration 18Q: 3 clusters Score -2.152449e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189709 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -21525068.000000 Penalty: 6069.991699
	Iteration 19Q: 3 clusters Score -2.152507e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190935 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -21525594.000000 Penalty: 6069.991699
	Iteration 20F: 3 clusters Score -2.152559e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192037 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -21526072.000000 Penalty: 6069.991699
	Iteration 21Q: 3 clusters Score -2.152607e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193044 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -21526598.000000 Penalty: 6069.991699
	Iteration 22Q: 3 clusters Score -2.15266e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193981 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -21526986.000000 Penalty: 6069.991699
	Iteration 23Q: 3 clusters Score -2.152699e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194857 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -21527274.000000 Penalty: 6069.991699
	Iteration 24Q: 3 clusters Score -2.152727e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195643 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -21527534.000000 Penalty: 6069.991699
	Iteration 25Q: 3 clusters Score -2.152753e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196350 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -21527858.000000 Penalty: 6069.991699
	Iteration 26Q: 3 clusters Score -2.152786e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196991 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -21528102.000000 Penalty: 6069.991699
	Iteration 27Q: 3 clusters Score -2.15281e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197554 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -21528266.000000 Penalty: 6069.991699
	Iteration 28Q: 3 clusters Score -2.152827e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198086 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -21528382.000000 Penalty: 6069.991699
	Iteration 29Q: 3 clusters Score -2.152838e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198586 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -21528498.000000 Penalty: 6069.991699
	Iteration 30Q: 3 clusters Score -2.15285e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199043 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -21528628.000000 Penalty: 6069.991699
	Iteration 31Q: 3 clusters Score -2.152863e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199438 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -21528668.000000 Penalty: 6069.991699
	Iteration 32Q: 3 clusters Score -2.152867e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199776 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -21528610.000000 Penalty: 6069.991699
	Iteration 33Q: 3 clusters Score -2.152861e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200080 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -21528632.000000 Penalty: 6069.991699
	Iteration 34Q: 3 clusters Score -2.152863e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200372 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -21528572.000000 Penalty: 6069.991699
	Iteration 35Q: 3 clusters Score -2.152857e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -21528524.000000 Penalty: 6069.991699
	Iteration 36Q: 3 clusters Score -2.152852e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200908 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -21528504.000000 Penalty: 6069.991699
	Iteration 37Q: 3 clusters Score -2.15285e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201139 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -21528414.000000 Penalty: 6069.991699
	Iteration 38Q: 3 clusters Score -2.152841e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201336 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -21528320.000000 Penalty: 6069.991699
	Iteration 39Q: 3 clusters Score -2.152832e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201509 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -21528296.000000 Penalty: 6069.991699
	Iteration 40F: 3 clusters Score -2.15283e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201667 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -21528284.000000 Penalty: 6069.991699
	Iteration 41Q: 3 clusters Score -2.152828e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201796 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -21528322.000000 Penalty: 6069.991699
	Iteration 42Q: 3 clusters Score -2.152832e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201926 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -21528284.000000 Penalty: 6069.991699
	Iteration 43Q: 3 clusters Score -2.152828e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202047 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -21528276.000000 Penalty: 6069.991699
	Iteration 44Q: 3 clusters Score -2.152828e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202154 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -21528226.000000 Penalty: 6069.991699
	Iteration 45Q: 3 clusters Score -2.152823e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202260 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -21528256.000000 Penalty: 6069.991699
	Iteration 46Q: 3 clusters Score -2.152826e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202359 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -21528256.000000 Penalty: 6069.991699
	Iteration 47Q: 3 clusters Score -2.152826e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202446 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -21528250.000000 Penalty: 6069.991699
	Iteration 48Q: 3 clusters Score -2.152825e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202505 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -21528240.000000 Penalty: 6069.991699
	Iteration 49Q: 3 clusters Score -2.152824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202558 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -21528216.000000 Penalty: 6069.991699
	Iteration 50Q: 3 clusters Score -2.152822e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202608 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -21528214.000000 Penalty: 6069.991699
	Iteration 51Q: 3 clusters Score -2.152821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202639 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -21528198.000000 Penalty: 6069.991699
	Iteration 52Q: 3 clusters Score -2.15282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202673 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -21528194.000000 Penalty: 6069.991699
	Iteration 53Q: 3 clusters Score -2.152819e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202712 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -21528196.000000 Penalty: 6069.991699
	Iteration 54Q: 3 clusters Score -2.15282e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202753 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -21528170.000000 Penalty: 6069.991699
	Iteration 55Q: 3 clusters Score -2.152817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202788 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -21528142.000000 Penalty: 6069.991699
	Iteration 56Q: 3 clusters Score -2.152814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202824 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -21528124.000000 Penalty: 6069.991699
	Iteration 57Q: 3 clusters Score -2.152812e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202867 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -21528130.000000 Penalty: 6069.991699
	Iteration 58Q: 3 clusters Score -2.152813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202910 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -21528092.000000 Penalty: 6069.991699
	Iteration 59Q: 3 clusters Score -2.152809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202947 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -21528088.000000 Penalty: 6069.991699
	Iteration 60F: 3 clusters Score -2.152809e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202976 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -21528052.000000 Penalty: 6069.991699
	Iteration 61Q: 3 clusters Score -2.152805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203000 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -21528052.000000 Penalty: 6069.991699
	Iteration 62Q: 3 clusters Score -2.152805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203024 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -21528044.000000 Penalty: 6069.991699
	Iteration 63Q: 3 clusters Score -2.152804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203044 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -21528032.000000 Penalty: 6069.991699
	Iteration 64Q: 3 clusters Score -2.152803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203059 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21528054.000000 Penalty: 6069.991699
	Iteration 65Q: 3 clusters Score -2.152805e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203072 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -21528032.000000 Penalty: 6069.991699
	Iteration 66Q: 3 clusters Score -2.152803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203086 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -21528036.000000 Penalty: 6069.991699
	Iteration 67Q: 3 clusters Score -2.152804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203095 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -21528024.000000 Penalty: 6069.991699
	Iteration 68Q: 3 clusters Score -2.152802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203102 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21528016.000000 Penalty: 6069.991699
	Iteration 69Q: 3 clusters Score -2.152802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -21528024.000000 Penalty: 6069.991699
	Iteration 70Q: 3 clusters Score -2.152802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203114 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -21528020.000000 Penalty: 6069.991699
	Iteration 71Q: 3 clusters Score -2.152802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203121 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -21528018.000000 Penalty: 6069.991699
	Iteration 72Q: 3 clusters Score -2.152802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203127 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -21528020.000000 Penalty: 6069.991699
	Iteration 73Q: 3 clusters Score -2.152802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203134 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -21528032.000000 Penalty: 6069.991699
	Iteration 74Q: 3 clusters Score -2.152803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203146 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -21528030.000000 Penalty: 6069.991699
	Iteration 75Q: 3 clusters Score -2.152803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203155 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -21528060.000000 Penalty: 6069.991699
	Iteration 76Q: 3 clusters Score -2.152806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203162 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21528032.000000 Penalty: 6069.991699
	Iteration 77Q: 3 clusters Score -2.152803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203172 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -21528044.000000 Penalty: 6069.991699
	Iteration 78Q: 3 clusters Score -2.152804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203181 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21528024.000000 Penalty: 6069.991699
	Iteration 79Q: 3 clusters Score -2.152802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203187 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -21528032.000000 Penalty: 6069.991699
	Iteration 80F: 3 clusters Score -2.152803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203194 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21527998.000000 Penalty: 6069.991699
	Iteration 81Q: 3 clusters Score -2.1528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203201 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -21527994.000000 Penalty: 6069.991699
	Iteration 82Q: 3 clusters Score -2.152799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203210 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21527978.000000 Penalty: 6069.991699
	Iteration 83Q: 3 clusters Score -2.152798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203216 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -21527974.000000 Penalty: 6069.991699
	Iteration 84Q: 3 clusters Score -2.152797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203222 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -21527976.000000 Penalty: 6069.991699
	Iteration 85Q: 3 clusters Score -2.152798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203226 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -21527978.000000 Penalty: 6069.991699
	Iteration 86Q: 3 clusters Score -2.152798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203229 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -21527980.000000 Penalty: 6069.991699
	Iteration 87Q: 3 clusters Score -2.152798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203232 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21527980.000000 Penalty: 6069.991699
	Iteration 88Q: 3 clusters Score -2.152798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203233 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -21527968.000000 Penalty: 6069.991699
	Iteration 89Q: 3 clusters Score -2.152797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203233 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -21527968.000000 Penalty: 6069.991699
	Iteration 90F: 3 clusters Score -2.152797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Entering Unmasked Estep 
Score: -1804627.500000 Penalty: 2414.326416
	Iteration 0F: 2 clusters Score -1804628 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 8471 members 
Entering Unmasked Estep 
Score: -1792627.750000 Penalty: 4828.652832
	Iteration 0F: 3 clusters Score -1792628 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1796576.125000 Penalty: 4828.652832
	Iteration 1F: 3 clusters Score -1796576 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1796978.875000 Penalty: 4828.652832
	Iteration 2F: 3 clusters Score -1796979 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1797293.000000 Penalty: 4828.652832
	Iteration 3Q: 3 clusters Score -1797293 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1797560.750000 Penalty: 4828.652832
	Iteration 4Q: 3 clusters Score -1797561 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1797817.000000 Penalty: 4828.652832
	Iteration 5Q: 3 clusters Score -1797817 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1798115.375000 Penalty: 4828.652832
	Iteration 6Q: 3 clusters Score -1798115 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1798489.500000 Penalty: 4828.652832
	Iteration 7Q: 3 clusters Score -1798490 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1798972.375000 Penalty: 4828.652832
	Iteration 8Q: 3 clusters Score -1798972 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1799572.875000 Penalty: 4828.652832
	Iteration 9F: 3 clusters Score -1799573 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1800230.125000 Penalty: 4828.652832
	Iteration 10F: 3 clusters Score -1800230 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1800877.500000 Penalty: 4828.652832
	Iteration 11Q: 3 clusters Score -1800878 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1801496.375000 Penalty: 4828.652832
	Iteration 12Q: 3 clusters Score -1801496 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1801958.625000 Penalty: 4828.652832
	Iteration 13Q: 3 clusters Score -1801959 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1802187.125000 Penalty: 4828.652832
	Iteration 14Q: 3 clusters Score -1802187 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1802307.375000 Penalty: 4828.652832
	Iteration 15Q: 3 clusters Score -1802307 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1802384.875000 Penalty: 4828.652832
	Iteration 16Q: 3 clusters Score -1802385 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1802447.125000 Penalty: 4828.652832
	Iteration 17Q: 3 clusters Score -1802447 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1802496.125000 Penalty: 4828.652832
	Iteration 18Q: 3 clusters Score -1802496 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1802528.375000 Penalty: 4828.652832
	Iteration 19Q: 3 clusters Score -1802528 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1802568.500000 Penalty: 4828.652832
	Iteration 20F: 3 clusters Score -1802568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1802594.250000 Penalty: 4828.652832
	Iteration 21Q: 3 clusters Score -1802594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1802622.000000 Penalty: 4828.652832
	Iteration 22Q: 3 clusters Score -1802622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1802648.500000 Penalty: 4828.652832
	Iteration 23Q: 3 clusters Score -1802648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1802674.625000 Penalty: 4828.652832
	Iteration 24Q: 3 clusters Score -1802675 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1802703.250000 Penalty: 4828.652832
	Iteration 25Q: 3 clusters Score -1802703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1802718.000000 Penalty: 4828.652832
	Iteration 26Q: 3 clusters Score -1802718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1802727.500000 Penalty: 4828.652832
	Iteration 27Q: 3 clusters Score -1802728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1802736.625000 Penalty: 4828.652832
	Iteration 28Q: 3 clusters Score -1802737 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1802753.500000 Penalty: 4828.652832
	Iteration 29Q: 3 clusters Score -1802754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1802760.875000 Penalty: 4828.652832
	Iteration 30Q: 3 clusters Score -1802761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1802769.625000 Penalty: 4828.652832
	Iteration 31Q: 3 clusters Score -1802770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1802779.375000 Penalty: 4828.652832
	Iteration 32Q: 3 clusters Score -1802779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -1802778.250000 Penalty: 4828.652832
	Iteration 33Q: 3 clusters Score -1802778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1802784.375000 Penalty: 4828.652832
	Iteration 34Q: 3 clusters Score -1802784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1802792.625000 Penalty: 4828.652832
	Iteration 35Q: 3 clusters Score -1802793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -1802803.000000 Penalty: 4828.652832
	Iteration 36Q: 3 clusters Score -1802803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1802812.500000 Penalty: 4828.652832
	Iteration 37Q: 3 clusters Score -1802812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1802813.125000 Penalty: 4828.652832
	Iteration 38Q: 3 clusters Score -1802813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1802823.500000 Penalty: 4828.652832
	Iteration 39Q: 3 clusters Score -1802824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1802826.125000 Penalty: 4828.652832
	Iteration 40F: 3 clusters Score -1802826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1802840.250000 Penalty: 4828.652832
	Iteration 41Q: 3 clusters Score -1802840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1802845.625000 Penalty: 4828.652832
	Iteration 42Q: 3 clusters Score -1802846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -1802856.500000 Penalty: 4828.652832
	Iteration 43Q: 3 clusters Score -1802856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1802858.250000 Penalty: 4828.652832
	Iteration 44Q: 3 clusters Score -1802858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1802860.875000 Penalty: 4828.652832
	Iteration 45Q: 3 clusters Score -1802861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1802862.500000 Penalty: 4828.652832
	Iteration 46Q: 3 clusters Score -1802862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1802865.250000 Penalty: 4828.652832
	Iteration 47Q: 3 clusters Score -1802865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -1802866.250000 Penalty: 4828.652832
	Iteration 48Q: 3 clusters Score -1802866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1802865.875000 Penalty: 4828.652832
	Iteration 49Q: 3 clusters Score -1802866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1802866.625000 Penalty: 4828.652832
	Iteration 50Q: 3 clusters Score -1802867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1802872.750000 Penalty: 4828.652832
	Iteration 51Q: 3 clusters Score -1802873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1802873.500000 Penalty: 4828.652832
	Iteration 52Q: 3 clusters Score -1802874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1802873.375000 Penalty: 4828.652832
	Iteration 53Q: 3 clusters Score -1802873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1802874.125000 Penalty: 4828.652832
	Iteration 54Q: 3 clusters Score -1802874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -1802873.250000 Penalty: 4828.652832
	Iteration 55Q: 3 clusters Score -1802873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -1802878.625000 Penalty: 4828.652832
	Iteration 56Q: 3 clusters Score -1802879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1802878.625000 Penalty: 4828.652832
	Iteration 57Q: 3 clusters Score -1802879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -1802878.875000 Penalty: 4828.652832
	Iteration 58Q: 3 clusters Score -1802879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -1802882.750000 Penalty: 4828.652832
	Iteration 59Q: 3 clusters Score -1802883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1802883.000000 Penalty: 4828.652832
	Iteration 60F: 3 clusters Score -1802883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -1802885.125000 Penalty: 4828.652832
	Iteration 61Q: 3 clusters Score -1802885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1802884.000000 Penalty: 4828.652832
	Iteration 62Q: 3 clusters Score -1802884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1802883.250000 Penalty: 4828.652832
	Iteration 63Q: 3 clusters Score -1802883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1802886.750000 Penalty: 4828.652832
	Iteration 64Q: 3 clusters Score -1802887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1802886.125000 Penalty: 4828.652832
	Iteration 65Q: 3 clusters Score -1802886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1802888.250000 Penalty: 4828.652832
	Iteration 66Q: 3 clusters Score -1802888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1802888.250000 Penalty: 4828.652832
	Iteration 67F: 3 clusters Score -1802888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Entering Unmasked Estep 
Score: -2498479.000000 Penalty: 2494.396973
	Iteration 0F: 2 clusters Score -2498479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2482145.250000 Penalty: 4988.793945
	Iteration 0F: 3 clusters Score -2482145 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2487714.000000 Penalty: 4988.793945
	Iteration 1F: 3 clusters Score -2487714 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2488093.750000 Penalty: 4988.793945
	Iteration 2F: 3 clusters Score -2488094 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2488438.250000 Penalty: 4988.793945
	Iteration 3Q: 3 clusters Score -2488438 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2488829.750000 Penalty: 4988.793945
	Iteration 4Q: 3 clusters Score -2488830 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2489325.000000 Penalty: 4988.793945
	Iteration 5Q: 3 clusters Score -2489325 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2490001.500000 Penalty: 4988.793945
	Iteration 6Q: 3 clusters Score -2490002 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2490928.000000 Penalty: 4988.793945
	Iteration 7F: 3 clusters Score -2490928 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2492227.250000 Penalty: 4988.793945
	Iteration 8F: 3 clusters Score -2492227 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2493577.000000 Penalty: 4988.793945
	Iteration 9F: 3 clusters Score -2493577 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2494671.750000 Penalty: 4988.793945
	Iteration 10F: 3 clusters Score -2494672 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2495391.250000 Penalty: 4988.793945
	Iteration 11Q: 3 clusters Score -2495391 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2495819.750000 Penalty: 4988.793945
	Iteration 12Q: 3 clusters Score -2495820 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2496010.750000 Penalty: 4988.793945
	Iteration 13Q: 3 clusters Score -2496011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2496114.750000 Penalty: 4988.793945
	Iteration 14Q: 3 clusters Score -2496115 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2496200.500000 Penalty: 4988.793945
	Iteration 15Q: 3 clusters Score -2496200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2496248.250000 Penalty: 4988.793945
	Iteration 16Q: 3 clusters Score -2496248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2496267.000000 Penalty: 4988.793945
	Iteration 17Q: 3 clusters Score -2496267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2496281.750000 Penalty: 4988.793945
	Iteration 18Q: 3 clusters Score -2496282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2496297.500000 Penalty: 4988.793945
	Iteration 19Q: 3 clusters Score -2496298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2496300.500000 Penalty: 4988.793945
	Iteration 20F: 3 clusters Score -2496300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2496307.750000 Penalty: 4988.793945
	Iteration 21Q: 3 clusters Score -2496308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2496312.750000 Penalty: 4988.793945
	Iteration 22Q: 3 clusters Score -2496313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2496313.750000 Penalty: 4988.793945
	Iteration 23Q: 3 clusters Score -2496314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2496323.500000 Penalty: 4988.793945
	Iteration 24Q: 3 clusters Score -2496324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2496329.500000 Penalty: 4988.793945
	Iteration 25Q: 3 clusters Score -2496330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2496334.000000 Penalty: 4988.793945
	Iteration 26Q: 3 clusters Score -2496334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2496334.750000 Penalty: 4988.793945
	Iteration 27Q: 3 clusters Score -2496335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2496337.250000 Penalty: 4988.793945
	Iteration 28Q: 3 clusters Score -2496337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2496340.000000 Penalty: 4988.793945
	Iteration 29Q: 3 clusters Score -2496340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2496338.250000 Penalty: 4988.793945
	Iteration 30Q: 3 clusters Score -2496338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2496338.250000 Penalty: 4988.793945
	Iteration 31F: 3 clusters Score -2496338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Entering Unmasked Estep 
Score: -2517661.500000 Penalty: 2497.909912
	Iteration 0F: 2 clusters Score -2517662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2501121.750000 Penalty: 4995.819824
	Iteration 0F: 3 clusters Score -2501122 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2507118.250000 Penalty: 4995.819824
	Iteration 1F: 3 clusters Score -2507118 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2507887.250000 Penalty: 4995.819824
	Iteration 2F: 3 clusters Score -2507887 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2508677.000000 Penalty: 4995.819824
	Iteration 3F: 3 clusters Score -2508677 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2509515.500000 Penalty: 4995.819824
	Iteration 4F: 3 clusters Score -2509516 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2510267.500000 Penalty: 4995.819824
	Iteration 5F: 3 clusters Score -2510268 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2511061.750000 Penalty: 4995.819824
	Iteration 6F: 3 clusters Score -2511062 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2511898.250000 Penalty: 4995.819824
	Iteration 7F: 3 clusters Score -2511898 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2512786.250000 Penalty: 4995.819824
	Iteration 8F: 3 clusters Score -2512786 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2513623.500000 Penalty: 4995.819824
	Iteration 9Q: 3 clusters Score -2513624 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2514190.250000 Penalty: 4995.819824
	Iteration 10Q: 3 clusters Score -2514190 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2514494.000000 Penalty: 4995.819824
	Iteration 11Q: 3 clusters Score -2514494 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2514623.000000 Penalty: 4995.819824
	Iteration 12Q: 3 clusters Score -2514623 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2514699.500000 Penalty: 4995.819824
	Iteration 13Q: 3 clusters Score -2514700 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2514769.250000 Penalty: 4995.819824
	Iteration 14Q: 3 clusters Score -2514769 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2514824.250000 Penalty: 4995.819824
	Iteration 15Q: 3 clusters Score -2514824 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2514875.750000 Penalty: 4995.819824
	Iteration 16Q: 3 clusters Score -2514876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2514933.000000 Penalty: 4995.819824
	Iteration 17Q: 3 clusters Score -2514933 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2514996.750000 Penalty: 4995.819824
	Iteration 18Q: 3 clusters Score -2514997 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2515051.250000 Penalty: 4995.819824
	Iteration 19Q: 3 clusters Score -2515051 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2515104.250000 Penalty: 4995.819824
	Iteration 20F: 3 clusters Score -2515104 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2515173.500000 Penalty: 4995.819824
	Iteration 21Q: 3 clusters Score -2515174 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2515213.000000 Penalty: 4995.819824
	Iteration 22Q: 3 clusters Score -2515213 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2515267.750000 Penalty: 4995.819824
	Iteration 23Q: 3 clusters Score -2515268 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2515316.000000 Penalty: 4995.819824
	Iteration 24Q: 3 clusters Score -2515316 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2515370.500000 Penalty: 4995.819824
	Iteration 25Q: 3 clusters Score -2515370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2515413.500000 Penalty: 4995.819824
	Iteration 26Q: 3 clusters Score -2515414 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2515454.750000 Penalty: 4995.819824
	Iteration 27Q: 3 clusters Score -2515455 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2515513.000000 Penalty: 4995.819824
	Iteration 28Q: 3 clusters Score -2515513 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2515534.250000 Penalty: 4995.819824
	Iteration 29Q: 3 clusters Score -2515534 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2515581.000000 Penalty: 4995.819824
	Iteration 30Q: 3 clusters Score -2515581 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2515606.000000 Penalty: 4995.819824
	Iteration 31Q: 3 clusters Score -2515606 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2515632.000000 Penalty: 4995.819824
	Iteration 32Q: 3 clusters Score -2515632 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2515660.000000 Penalty: 4995.819824
	Iteration 33Q: 3 clusters Score -2515660 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2515690.750000 Penalty: 4995.819824
	Iteration 34Q: 3 clusters Score -2515691 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2515720.000000 Penalty: 4995.819824
	Iteration 35Q: 3 clusters Score -2515720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2515750.250000 Penalty: 4995.819824
	Iteration 36Q: 3 clusters Score -2515750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2515782.000000 Penalty: 4995.819824
	Iteration 37Q: 3 clusters Score -2515782 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2515812.000000 Penalty: 4995.819824
	Iteration 38Q: 3 clusters Score -2515812 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2515848.500000 Penalty: 4995.819824
	Iteration 39Q: 3 clusters Score -2515848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2515883.000000 Penalty: 4995.819824
	Iteration 40F: 3 clusters Score -2515883 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2515911.250000 Penalty: 4995.819824
	Iteration 41Q: 3 clusters Score -2515911 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2515934.500000 Penalty: 4995.819824
	Iteration 42Q: 3 clusters Score -2515934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2515955.250000 Penalty: 4995.819824
	Iteration 43Q: 3 clusters Score -2515955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2515970.250000 Penalty: 4995.819824
	Iteration 44Q: 3 clusters Score -2515970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2515995.750000 Penalty: 4995.819824
	Iteration 45Q: 3 clusters Score -2515996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2516029.750000 Penalty: 4995.819824
	Iteration 46Q: 3 clusters Score -2516030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2516044.000000 Penalty: 4995.819824
	Iteration 47Q: 3 clusters Score -2516044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2516064.250000 Penalty: 4995.819824
	Iteration 48Q: 3 clusters Score -2516064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2516078.250000 Penalty: 4995.819824
	Iteration 49Q: 3 clusters Score -2516078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2516094.250000 Penalty: 4995.819824
	Iteration 50Q: 3 clusters Score -2516094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2516099.250000 Penalty: 4995.819824
	Iteration 51Q: 3 clusters Score -2516099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2516114.250000 Penalty: 4995.819824
	Iteration 52Q: 3 clusters Score -2516114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2516121.750000 Penalty: 4995.819824
	Iteration 53Q: 3 clusters Score -2516122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2516138.500000 Penalty: 4995.819824
	Iteration 54Q: 3 clusters Score -2516138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2516150.250000 Penalty: 4995.819824
	Iteration 55Q: 3 clusters Score -2516150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2516154.250000 Penalty: 4995.819824
	Iteration 56Q: 3 clusters Score -2516154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2516152.250000 Penalty: 4995.819824
	Iteration 57Q: 3 clusters Score -2516152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2516165.750000 Penalty: 4995.819824
	Iteration 58Q: 3 clusters Score -2516166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2516171.750000 Penalty: 4995.819824
	Iteration 59Q: 3 clusters Score -2516172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2516179.000000 Penalty: 4995.819824
	Iteration 60F: 3 clusters Score -2516179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2516179.500000 Penalty: 4995.819824
	Iteration 61Q: 3 clusters Score -2516180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2516183.750000 Penalty: 4995.819824
	Iteration 62Q: 3 clusters Score -2516184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2516186.500000 Penalty: 4995.819824
	Iteration 63Q: 3 clusters Score -2516186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2516191.500000 Penalty: 4995.819824
	Iteration 64Q: 3 clusters Score -2516192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2516200.750000 Penalty: 4995.819824
	Iteration 65Q: 3 clusters Score -2516201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2516204.750000 Penalty: 4995.819824
	Iteration 66Q: 3 clusters Score -2516205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2516214.500000 Penalty: 4995.819824
	Iteration 67Q: 3 clusters Score -2516214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2516219.750000 Penalty: 4995.819824
	Iteration 68Q: 3 clusters Score -2516220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2516229.250000 Penalty: 4995.819824
	Iteration 69Q: 3 clusters Score -2516229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2516223.500000 Penalty: 4995.819824
	Iteration 70Q: 3 clusters Score -2516224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2516221.500000 Penalty: 4995.819824
	Iteration 71Q: 3 clusters Score -2516222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2516224.750000 Penalty: 4995.819824
	Iteration 72Q: 3 clusters Score -2516225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2516231.500000 Penalty: 4995.819824
	Iteration 73Q: 3 clusters Score -2516232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2516226.500000 Penalty: 4995.819824
	Iteration 74Q: 3 clusters Score -2516226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2516232.750000 Penalty: 4995.819824
	Iteration 75Q: 3 clusters Score -2516233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2516235.250000 Penalty: 4995.819824
	Iteration 76Q: 3 clusters Score -2516235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2516241.000000 Penalty: 4995.819824
	Iteration 77Q: 3 clusters Score -2516241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2516243.500000 Penalty: 4995.819824
	Iteration 78Q: 3 clusters Score -2516244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2516244.750000 Penalty: 4995.819824
	Iteration 79Q: 3 clusters Score -2516245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2516241.500000 Penalty: 4995.819824
	Iteration 80F: 3 clusters Score -2516242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2516241.750000 Penalty: 4995.819824
	Iteration 81Q: 3 clusters Score -2516242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2516243.250000 Penalty: 4995.819824
	Iteration 82Q: 3 clusters Score -2516243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2516242.750000 Penalty: 4995.819824
	Iteration 83Q: 3 clusters Score -2516243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2516245.000000 Penalty: 4995.819824
	Iteration 84Q: 3 clusters Score -2516245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2516245.000000 Penalty: 4995.819824
	Iteration 85F: 3 clusters Score -2516245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Entering Unmasked Estep 
Score: -3017903.000000 Penalty: 2541.933838
	Iteration 0F: 2 clusters Score -3017903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2998311.000000 Penalty: 5083.867676
	Iteration 0F: 3 clusters Score -2998311 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3005242.500000 Penalty: 5083.867676
	Iteration 1F: 3 clusters Score -3005242 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3005658.750000 Penalty: 5083.867676
	Iteration 2Q: 3 clusters Score -3005659 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3006023.500000 Penalty: 5083.867676
	Iteration 3Q: 3 clusters Score -3006024 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3006364.750000 Penalty: 5083.867676
	Iteration 4Q: 3 clusters Score -3006365 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3006670.750000 Penalty: 5083.867676
	Iteration 5Q: 3 clusters Score -3006671 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3006993.250000 Penalty: 5083.867676
	Iteration 6Q: 3 clusters Score -3006993 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3007428.750000 Penalty: 5083.867676
	Iteration 7Q: 3 clusters Score -3007429 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3008001.500000 Penalty: 5083.867676
	Iteration 8Q: 3 clusters Score -3008002 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3008852.250000 Penalty: 5083.867676
	Iteration 9Q: 3 clusters Score -3008852 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3010119.750000 Penalty: 5083.867676
	Iteration 10F: 3 clusters Score -3010120 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3011672.250000 Penalty: 5083.867676
	Iteration 11F: 3 clusters Score -3011672 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -3012938.750000 Penalty: 5083.867676
	Iteration 12F: 3 clusters Score -3012939 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -3013609.000000 Penalty: 5083.867676
	Iteration 13Q: 3 clusters Score -3013609 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3013912.250000 Penalty: 5083.867676
	Iteration 14Q: 3 clusters Score -3013912 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3014115.500000 Penalty: 5083.867676
	Iteration 15Q: 3 clusters Score -3014116 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -3014278.250000 Penalty: 5083.867676
	Iteration 16Q: 3 clusters Score -3014278 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3014407.500000 Penalty: 5083.867676
	Iteration 17Q: 3 clusters Score -3014408 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3014543.000000 Penalty: 5083.867676
	Iteration 18Q: 3 clusters Score -3014543 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3014669.750000 Penalty: 5083.867676
	Iteration 19Q: 3 clusters Score -3014670 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3014786.500000 Penalty: 5083.867676
	Iteration 20F: 3 clusters Score -3014786 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3014854.000000 Penalty: 5083.867676
	Iteration 21Q: 3 clusters Score -3014854 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3014926.000000 Penalty: 5083.867676
	Iteration 22Q: 3 clusters Score -3014926 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3014976.250000 Penalty: 5083.867676
	Iteration 23Q: 3 clusters Score -3014976 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3015038.250000 Penalty: 5083.867676
	Iteration 24Q: 3 clusters Score -3015038 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3015103.750000 Penalty: 5083.867676
	Iteration 25Q: 3 clusters Score -3015104 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3015148.250000 Penalty: 5083.867676
	Iteration 26Q: 3 clusters Score -3015148 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3015201.250000 Penalty: 5083.867676
	Iteration 27Q: 3 clusters Score -3015201 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3015249.500000 Penalty: 5083.867676
	Iteration 28Q: 3 clusters Score -3015250 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3015296.750000 Penalty: 5083.867676
	Iteration 29Q: 3 clusters Score -3015297 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3015347.000000 Penalty: 5083.867676
	Iteration 30Q: 3 clusters Score -3015347 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3015384.000000 Penalty: 5083.867676
	Iteration 31Q: 3 clusters Score -3015384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3015422.250000 Penalty: 5083.867676
	Iteration 32Q: 3 clusters Score -3015422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3015455.500000 Penalty: 5083.867676
	Iteration 33Q: 3 clusters Score -3015456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3015482.750000 Penalty: 5083.867676
	Iteration 34Q: 3 clusters Score -3015483 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3015511.750000 Penalty: 5083.867676
	Iteration 35Q: 3 clusters Score -3015512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3015547.500000 Penalty: 5083.867676
	Iteration 36Q: 3 clusters Score -3015548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3015571.250000 Penalty: 5083.867676
	Iteration 37Q: 3 clusters Score -3015571 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3015598.750000 Penalty: 5083.867676
	Iteration 38Q: 3 clusters Score -3015599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3015617.000000 Penalty: 5083.867676
	Iteration 39Q: 3 clusters Score -3015617 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3015631.750000 Penalty: 5083.867676
	Iteration 40F: 3 clusters Score -3015632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3015644.250000 Penalty: 5083.867676
	Iteration 41Q: 3 clusters Score -3015644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3015659.000000 Penalty: 5083.867676
	Iteration 42Q: 3 clusters Score -3015659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3015661.000000 Penalty: 5083.867676
	Iteration 43Q: 3 clusters Score -3015661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3015666.500000 Penalty: 5083.867676
	Iteration 44Q: 3 clusters Score -3015666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3015687.250000 Penalty: 5083.867676
	Iteration 45Q: 3 clusters Score -3015687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3015698.000000 Penalty: 5083.867676
	Iteration 46Q: 3 clusters Score -3015698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3015719.750000 Penalty: 5083.867676
	Iteration 47Q: 3 clusters Score -3015720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3015740.250000 Penalty: 5083.867676
	Iteration 48Q: 3 clusters Score -3015740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3015750.000000 Penalty: 5083.867676
	Iteration 49Q: 3 clusters Score -3015750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -3015759.750000 Penalty: 5083.867676
	Iteration 50Q: 3 clusters Score -3015760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -3015765.000000 Penalty: 5083.867676
	Iteration 51Q: 3 clusters Score -3015765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3015764.000000 Penalty: 5083.867676
	Iteration 52Q: 3 clusters Score -3015764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3015763.750000 Penalty: 5083.867676
	Iteration 53Q: 3 clusters Score -3015764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -3015766.250000 Penalty: 5083.867676
	Iteration 54Q: 3 clusters Score -3015766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -3015772.750000 Penalty: 5083.867676
	Iteration 55Q: 3 clusters Score -3015773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3015780.750000 Penalty: 5083.867676
	Iteration 56Q: 3 clusters Score -3015781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3015783.750000 Penalty: 5083.867676
	Iteration 57Q: 3 clusters Score -3015784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3015792.250000 Penalty: 5083.867676
	Iteration 58Q: 3 clusters Score -3015792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3015794.500000 Penalty: 5083.867676
	Iteration 59Q: 3 clusters Score -3015794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3015800.500000 Penalty: 5083.867676
	Iteration 60F: 3 clusters Score -3015800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3015796.750000 Penalty: 5083.867676
	Iteration 61Q: 3 clusters Score -3015797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3015801.750000 Penalty: 5083.867676
	Iteration 62Q: 3 clusters Score -3015802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3015796.750000 Penalty: 5083.867676
	Iteration 63Q: 3 clusters Score -3015797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3015797.500000 Penalty: 5083.867676
	Iteration 64Q: 3 clusters Score -3015798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -3015803.500000 Penalty: 5083.867676
	Iteration 65Q: 3 clusters Score -3015804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3015807.500000 Penalty: 5083.867676
	Iteration 66Q: 3 clusters Score -3015808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3015810.000000 Penalty: 5083.867676
	Iteration 67Q: 3 clusters Score -3015810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3015807.000000 Penalty: 5083.867676
	Iteration 68Q: 3 clusters Score -3015807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3015808.250000 Penalty: 5083.867676
	Iteration 69Q: 3 clusters Score -3015808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3015808.250000 Penalty: 5083.867676
	Iteration 70F: 3 clusters Score -3015808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Entering Unmasked Estep 
Score: -2241025.000000 Penalty: 2467.963867
	Iteration 0F: 2 clusters Score -2241025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2226294.500000 Penalty: 4935.927734
	Iteration 0F: 3 clusters Score -2226294 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2231067.000000 Penalty: 4935.927734
	Iteration 1F: 3 clusters Score -2231067 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2231400.500000 Penalty: 4935.927734
	Iteration 2Q: 3 clusters Score -2231400 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2231671.250000 Penalty: 4935.927734
	Iteration 3Q: 3 clusters Score -2231671 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2231864.500000 Penalty: 4935.927734
	Iteration 4Q: 3 clusters Score -2231864 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2232030.000000 Penalty: 4935.927734
	Iteration 5Q: 3 clusters Score -2232030 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2232157.750000 Penalty: 4935.927734
	Iteration 6Q: 3 clusters Score -2232158 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2232301.000000 Penalty: 4935.927734
	Iteration 7Q: 3 clusters Score -2232301 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2232465.750000 Penalty: 4935.927734
	Iteration 8Q: 3 clusters Score -2232466 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2232653.750000 Penalty: 4935.927734
	Iteration 9Q: 3 clusters Score -2232654 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2232880.250000 Penalty: 4935.927734
	Iteration 10Q: 3 clusters Score -2232880 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2233201.000000 Penalty: 4935.927734
	Iteration 11Q: 3 clusters Score -2233201 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2233688.000000 Penalty: 4935.927734
	Iteration 12Q: 3 clusters Score -2233688 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2234363.750000 Penalty: 4935.927734
	Iteration 13Q: 3 clusters Score -2234364 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2235195.250000 Penalty: 4935.927734
	Iteration 14F: 3 clusters Score -2235195 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2236118.000000 Penalty: 4935.927734
	Iteration 15F: 3 clusters Score -2236118 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2236883.250000 Penalty: 4935.927734
	Iteration 16Q: 3 clusters Score -2236883 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2237413.750000 Penalty: 4935.927734
	Iteration 17Q: 3 clusters Score -2237414 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2237801.500000 Penalty: 4935.927734
	Iteration 18Q: 3 clusters Score -2237802 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2238067.000000 Penalty: 4935.927734
	Iteration 19Q: 3 clusters Score -2238067 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2238221.500000 Penalty: 4935.927734
	Iteration 20F: 3 clusters Score -2238222 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2238333.750000 Penalty: 4935.927734
	Iteration 21Q: 3 clusters Score -2238334 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2238410.500000 Penalty: 4935.927734
	Iteration 22Q: 3 clusters Score -2238410 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2238458.000000 Penalty: 4935.927734
	Iteration 23Q: 3 clusters Score -2238458 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2238523.750000 Penalty: 4935.927734
	Iteration 24Q: 3 clusters Score -2238524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2238586.750000 Penalty: 4935.927734
	Iteration 25Q: 3 clusters Score -2238587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2238638.000000 Penalty: 4935.927734
	Iteration 26Q: 3 clusters Score -2238638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2238680.250000 Penalty: 4935.927734
	Iteration 27Q: 3 clusters Score -2238680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2238705.000000 Penalty: 4935.927734
	Iteration 28Q: 3 clusters Score -2238705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2238724.500000 Penalty: 4935.927734
	Iteration 29Q: 3 clusters Score -2238724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2238747.250000 Penalty: 4935.927734
	Iteration 30Q: 3 clusters Score -2238747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2238769.750000 Penalty: 4935.927734
	Iteration 31Q: 3 clusters Score -2238770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2238783.250000 Penalty: 4935.927734
	Iteration 32Q: 3 clusters Score -2238783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2238799.750000 Penalty: 4935.927734
	Iteration 33Q: 3 clusters Score -2238800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2238814.750000 Penalty: 4935.927734
	Iteration 34Q: 3 clusters Score -2238815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2238819.250000 Penalty: 4935.927734
	Iteration 35Q: 3 clusters Score -2238819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2238823.000000 Penalty: 4935.927734
	Iteration 36Q: 3 clusters Score -2238823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2238832.500000 Penalty: 4935.927734
	Iteration 37Q: 3 clusters Score -2238832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2238840.000000 Penalty: 4935.927734
	Iteration 38Q: 3 clusters Score -2238840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2238843.000000 Penalty: 4935.927734
	Iteration 39Q: 3 clusters Score -2238843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2238847.750000 Penalty: 4935.927734
	Iteration 40F: 3 clusters Score -2238848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2238857.250000 Penalty: 4935.927734
	Iteration 41Q: 3 clusters Score -2238857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2238863.250000 Penalty: 4935.927734
	Iteration 42Q: 3 clusters Score -2238863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2238864.000000 Penalty: 4935.927734
	Iteration 43Q: 3 clusters Score -2238864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2238874.500000 Penalty: 4935.927734
	Iteration 44Q: 3 clusters Score -2238874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2238877.000000 Penalty: 4935.927734
	Iteration 45Q: 3 clusters Score -2238877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2238884.000000 Penalty: 4935.927734
	Iteration 46Q: 3 clusters Score -2238884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2238883.500000 Penalty: 4935.927734
	Iteration 47Q: 3 clusters Score -2238884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2238883.250000 Penalty: 4935.927734
	Iteration 48Q: 3 clusters Score -2238883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2238887.750000 Penalty: 4935.927734
	Iteration 49Q: 3 clusters Score -2238888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2238891.750000 Penalty: 4935.927734
	Iteration 50Q: 3 clusters Score -2238892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2238891.750000 Penalty: 4935.927734
	Iteration 51Q: 3 clusters Score -2238892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2238893.500000 Penalty: 4935.927734
	Iteration 52Q: 3 clusters Score -2238894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2238896.500000 Penalty: 4935.927734
	Iteration 53Q: 3 clusters Score -2238896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2238898.000000 Penalty: 4935.927734
	Iteration 54Q: 3 clusters Score -2238898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2238896.500000 Penalty: 4935.927734
	Iteration 55Q: 3 clusters Score -2238896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2238897.000000 Penalty: 4935.927734
	Iteration 56Q: 3 clusters Score -2238897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2238896.000000 Penalty: 4935.927734
	Iteration 57Q: 3 clusters Score -2238896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2238896.000000 Penalty: 4935.927734
	Iteration 58F: 3 clusters Score -2238896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (228681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228681 members 
Entering Unmasked Estep 
Score: -23909958.000000 Penalty: 3060.340576
	Iteration 0F: 2 clusters Score -2.390996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114505 members 
Mstep: Class 2 contains 114176 members 
Entering Unmasked Estep 
Score: -23772246.000000 Penalty: 6120.681152
	Iteration 0F: 3 clusters Score -2.377225e+07 nChanged 109950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -23836966.000000 Penalty: 6120.681152
	Iteration 1F: 3 clusters Score -2.383697e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122483 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -23838026.000000 Penalty: 6120.681152
	Iteration 2Q: 3 clusters Score -2.383803e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127352 members 
Mstep: Class 2 contains 101329 members 
Entering Unmasked Estep 
Score: -23839554.000000 Penalty: 6120.681152
	Iteration 3Q: 3 clusters Score -2.383955e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134623 members 
Mstep: Class 2 contains 94058 members 
Entering Unmasked Estep 
Score: -23842278.000000 Penalty: 6120.681152
	Iteration 4Q: 3 clusters Score -2.384228e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145056 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -23847160.000000 Penalty: 6120.681152
	Iteration 5Q: 3 clusters Score -2.384716e+07 nChanged 14774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159572 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -23855692.000000 Penalty: 6120.681152
	Iteration 6F: 3 clusters Score -2.385569e+07 nChanged 18674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178180 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -23869730.000000 Penalty: 6120.681152
	Iteration 7F: 3 clusters Score -2.386973e+07 nChanged 19748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197926 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -23888078.000000 Penalty: 6120.681152
	Iteration 8F: 3 clusters Score -2.388808e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214135 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -23898336.000000 Penalty: 6120.681152
	Iteration 9F: 3 clusters Score -2.389834e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222857 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -23903040.000000 Penalty: 6120.681152
	Iteration 10Q: 3 clusters Score -2.390304e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226555 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -23905596.000000 Penalty: 6120.681152
	Iteration 11Q: 3 clusters Score -2.39056e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227819 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -23906498.000000 Penalty: 6120.681152
	Iteration 12Q: 3 clusters Score -2.39065e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228207 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -23906902.000000 Penalty: 6120.681152
	Iteration 13Q: 3 clusters Score -2.39069e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228322 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -23907084.000000 Penalty: 6120.681152
	Iteration 14Q: 3 clusters Score -2.390708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228370 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23907164.000000 Penalty: 6120.681152
	Iteration 15Q: 3 clusters Score -2.390716e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228395 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23907210.000000 Penalty: 6120.681152
	Iteration 16Q: 3 clusters Score -2.390721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228403 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -23907236.000000 Penalty: 6120.681152
	Iteration 17Q: 3 clusters Score -2.390724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228411 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -23907252.000000 Penalty: 6120.681152
	Iteration 18Q: 3 clusters Score -2.390725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228417 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -23907264.000000 Penalty: 6120.681152
	Iteration 19Q: 3 clusters Score -2.390726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228416 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -23907284.000000 Penalty: 6120.681152
	Iteration 20F: 3 clusters Score -2.390728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228418 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -23907290.000000 Penalty: 6120.681152
	Iteration 21Q: 3 clusters Score -2.390729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228420 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23907286.000000 Penalty: 6120.681152
	Iteration 22Q: 3 clusters Score -2.390729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228420 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -23907286.000000 Penalty: 6120.681152
	Iteration 23F: 3 clusters Score -2.390729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Entering Unmasked Estep 
Score: -3278971.500000 Penalty: 2566.362793
	Iteration 0F: 2 clusters Score -3278972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3257728.750000 Penalty: 5132.725586
	Iteration 0F: 3 clusters Score -3257729 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3265325.500000 Penalty: 5132.725586
	Iteration 1F: 3 clusters Score -3265326 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3265937.250000 Penalty: 5132.725586
	Iteration 2Q: 3 clusters Score -3265937 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3266765.500000 Penalty: 5132.725586
	Iteration 3F: 3 clusters Score -3266766 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -3267979.250000 Penalty: 5132.725586
	Iteration 4F: 3 clusters Score -3267979 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3269877.500000 Penalty: 5132.725586
	Iteration 5F: 3 clusters Score -3269878 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3272370.500000 Penalty: 5132.725586
	Iteration 6F: 3 clusters Score -3272370 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3274424.250000 Penalty: 5132.725586
	Iteration 7F: 3 clusters Score -3274424 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3275615.250000 Penalty: 5132.725586
	Iteration 8Q: 3 clusters Score -3275615 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3276291.250000 Penalty: 5132.725586
	Iteration 9Q: 3 clusters Score -3276291 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3276671.000000 Penalty: 5132.725586
	Iteration 10Q: 3 clusters Score -3276671 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3276889.750000 Penalty: 5132.725586
	Iteration 11Q: 3 clusters Score -3276890 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3277066.750000 Penalty: 5132.725586
	Iteration 12Q: 3 clusters Score -3277067 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3277186.750000 Penalty: 5132.725586
	Iteration 13Q: 3 clusters Score -3277187 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3277253.750000 Penalty: 5132.725586
	Iteration 14Q: 3 clusters Score -3277254 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3277293.500000 Penalty: 5132.725586
	Iteration 15Q: 3 clusters Score -3277294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3277308.000000 Penalty: 5132.725586
	Iteration 16Q: 3 clusters Score -3277308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3277321.750000 Penalty: 5132.725586
	Iteration 17Q: 3 clusters Score -3277322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3277328.500000 Penalty: 5132.725586
	Iteration 18Q: 3 clusters Score -3277328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3277329.750000 Penalty: 5132.725586
	Iteration 19Q: 3 clusters Score -3277330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3277332.750000 Penalty: 5132.725586
	Iteration 20F: 3 clusters Score -3277333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3277337.750000 Penalty: 5132.725586
	Iteration 21Q: 3 clusters Score -3277338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3277341.500000 Penalty: 5132.725586
	Iteration 22Q: 3 clusters Score -3277342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3277341.000000 Penalty: 5132.725586
	Iteration 23Q: 3 clusters Score -3277341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3277346.750000 Penalty: 5132.725586
	Iteration 24Q: 3 clusters Score -3277347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3277351.750000 Penalty: 5132.725586
	Iteration 25Q: 3 clusters Score -3277352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3277348.000000 Penalty: 5132.725586
	Iteration 26Q: 3 clusters Score -3277348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3277351.000000 Penalty: 5132.725586
	Iteration 27Q: 3 clusters Score -3277351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3277357.500000 Penalty: 5132.725586
	Iteration 28Q: 3 clusters Score -3277358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3277348.500000 Penalty: 5132.725586
	Iteration 29Q: 3 clusters Score -3277348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3277352.500000 Penalty: 5132.725586
	Iteration 30Q: 3 clusters Score -3277352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3277355.000000 Penalty: 5132.725586
	Iteration 31Q: 3 clusters Score -3277355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3277355.000000 Penalty: 5132.725586
	Iteration 32F: 3 clusters Score -3277355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Entering Unmasked Estep 
Score: -516525.500000 Penalty: 2120.651611
	Iteration 0F: 2 clusters Score -516525.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -511843.468750 Penalty: 4241.303223
	Iteration 0F: 3 clusters Score -511843.5 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -512975.906250 Penalty: 4241.303223
	Iteration 1F: 3 clusters Score -512975.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -513170.843750 Penalty: 4241.303223
	Iteration 2F: 3 clusters Score -513170.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -513280.625000 Penalty: 4241.303223
	Iteration 3Q: 3 clusters Score -513280.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -513403.250000 Penalty: 4241.303223
	Iteration 4Q: 3 clusters Score -513403.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -513544.593750 Penalty: 4241.303223
	Iteration 5Q: 3 clusters Score -513544.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -513734.843750 Penalty: 4241.303223
	Iteration 6Q: 3 clusters Score -513734.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -513947.781250 Penalty: 4241.303223
	Iteration 7Q: 3 clusters Score -513947.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -514165.375000 Penalty: 4241.303223
	Iteration 8F: 3 clusters Score -514165.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -514362.687500 Penalty: 4241.303223
	Iteration 9F: 3 clusters Score -514362.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -514551.375000 Penalty: 4241.303223
	Iteration 10F: 3 clusters Score -514551.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -514743.187500 Penalty: 4241.303223
	Iteration 11Q: 3 clusters Score -514743.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -514894.875000 Penalty: 4241.303223
	Iteration 12Q: 3 clusters Score -514894.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -515008.593750 Penalty: 4241.303223
	Iteration 13Q: 3 clusters Score -515008.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -515097.875000 Penalty: 4241.303223
	Iteration 14Q: 3 clusters Score -515097.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -515171.312500 Penalty: 4241.303223
	Iteration 15Q: 3 clusters Score -515171.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -515231.843750 Penalty: 4241.303223
	Iteration 16Q: 3 clusters Score -515231.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -515271.531250 Penalty: 4241.303223
	Iteration 17Q: 3 clusters Score -515271.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -515295.500000 Penalty: 4241.303223
	Iteration 18Q: 3 clusters Score -515295.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -515311.531250 Penalty: 4241.303223
	Iteration 19Q: 3 clusters Score -515311.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -515324.156250 Penalty: 4241.303223
	Iteration 20F: 3 clusters Score -515324.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -515335.218750 Penalty: 4241.303223
	Iteration 21Q: 3 clusters Score -515335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -515340.218750 Penalty: 4241.303223
	Iteration 22Q: 3 clusters Score -515340.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -515347.218750 Penalty: 4241.303223
	Iteration 23Q: 3 clusters Score -515347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -515350.718750 Penalty: 4241.303223
	Iteration 24Q: 3 clusters Score -515350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -515352.187500 Penalty: 4241.303223
	Iteration 25Q: 3 clusters Score -515352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -515353.000000 Penalty: 4241.303223
	Iteration 26Q: 3 clusters Score -515353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -515353.375000 Penalty: 4241.303223
	Iteration 27Q: 3 clusters Score -515353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -515353.937500 Penalty: 4241.303223
	Iteration 28Q: 3 clusters Score -515353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -515353.937500 Penalty: 4241.303223
	Iteration 29F: 3 clusters Score -515353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -178739.593750 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -178739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -176290.343750 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -176290.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -177544.703125 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -177544.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178471.640625 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -178471.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -179109.375000 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -179109.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -179332.437500 Penalty: 3767.062744
	Iteration 4F: 3 clusters Score -179332.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -179548.656250 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -179548.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -179801.515625 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -179801.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -179900.000000 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -179900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -179939.015625 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -179939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -179958.437500 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -179958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -179967.843750 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -179967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -179970.406250 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -179970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -179972.578125 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -179972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -179973.203125 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -179973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -179973.203125 Penalty: 3767.062744
	Iteration 14F: 3 clusters Score -179973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16121 members 
Mstep: Class 3 contains 47330 members 
Mstep: Class 4 contains 27170 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206465 members 
Mstep: Class 7 contains 477 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 23343 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 15 contains 28275 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 228681 members 
Mstep: Class 18 contains 31202 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1511 members 
Entering Unmasked Estep 
Score: -70076608.000000 Penalty: 53300.515625
Splitting cluster 23 changes total score from -70076808.000000 to -70076608.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16121 members 
Mstep: Class 3 contains 47330 members 
Mstep: Class 4 contains 27170 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206465 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 23343 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 15 contains 28275 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 228681 members 
Mstep: Class 18 contains 31202 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076808.000000 Penalty: 49969.234375
Iteration 239Q: 16 clusters Score -7.007681e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 47334 members 
Mstep: Class 4 contains 27152 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206454 members 
Mstep: Class 8 contains 16902 members 
Mstep: Class 9 contains 23343 members 
Mstep: Class 12 contains 23674 members 
Mstep: Class 15 contains 28273 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 228710 members 
Mstep: Class 18 contains 31205 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076712.000000 Penalty: 49969.234375
Iteration 240F: 16 clusters Score -7.007671e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16117 members 
Mstep: Class 3 contains 47334 members 
Mstep: Class 4 contains 27130 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206442 members 
Mstep: Class 8 contains 16906 members 
Mstep: Class 9 contains 23342 members 
Mstep: Class 12 contains 23675 members 
Mstep: Class 15 contains 28271 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 228739 members 
Mstep: Class 18 contains 31209 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076728.000000 Penalty: 49969.234375
Iteration 241Q: 16 clusters Score -7.007673e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16116 members 
Mstep: Class 3 contains 47337 members 
Mstep: Class 4 contains 27110 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206445 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 23338 members 
Mstep: Class 12 contains 23674 members 
Mstep: Class 15 contains 28273 members 
Mstep: Class 16 contains 20982 members 
Mstep: Class 17 contains 228756 members 
Mstep: Class 18 contains 31210 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076672.000000 Penalty: 49969.234375
Iteration 242Q: 16 clusters Score -7.007667e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16116 members 
Mstep: Class 3 contains 47345 members 
Mstep: Class 4 contains 27094 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206440 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 23335 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 20981 members 
Mstep: Class 17 contains 228779 members 
Mstep: Class 18 contains 31210 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076672.000000 Penalty: 49969.234375
Iteration 243Q: 16 clusters Score -7.007667e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16116 members 
Mstep: Class 3 contains 47354 members 
Mstep: Class 4 contains 27073 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206440 members 
Mstep: Class 8 contains 16908 members 
Mstep: Class 9 contains 23333 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 15 contains 28266 members 
Mstep: Class 16 contains 20980 members 
Mstep: Class 17 contains 228797 members 
Mstep: Class 18 contains 31209 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076688.000000 Penalty: 49969.234375
Iteration 244Q: 16 clusters Score -7.007669e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16116 members 
Mstep: Class 3 contains 47360 members 
Mstep: Class 4 contains 27054 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206426 members 
Mstep: Class 8 contains 16909 members 
Mstep: Class 9 contains 23334 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 15 contains 28260 members 
Mstep: Class 16 contains 20979 members 
Mstep: Class 17 contains 228824 members 
Mstep: Class 18 contains 31214 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076664.000000 Penalty: 49969.234375
Iteration 245Q: 16 clusters Score -7.007666e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 47367 members 
Mstep: Class 4 contains 27033 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206417 members 
Mstep: Class 8 contains 16913 members 
Mstep: Class 9 contains 23333 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 15 contains 28252 members 
Mstep: Class 16 contains 20978 members 
Mstep: Class 17 contains 228848 members 
Mstep: Class 18 contains 31217 members 
Mstep: Class 22 contains 5172 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076672.000000 Penalty: 49969.234375
Iteration 246Q: 16 clusters Score -7.007667e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16116 members 
Mstep: Class 3 contains 47367 members 
Mstep: Class 4 contains 27012 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206401 members 
Mstep: Class 8 contains 16919 members 
Mstep: Class 9 contains 23335 members 
Mstep: Class 12 contains 23674 members 
Mstep: Class 15 contains 28252 members 
Mstep: Class 16 contains 20979 members 
Mstep: Class 17 contains 228871 members 
Mstep: Class 18 contains 31221 members 
Mstep: Class 22 contains 5173 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076712.000000 Penalty: 49969.234375
Iteration 247Q: 16 clusters Score -7.007671e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16116 members 
Mstep: Class 3 contains 47369 members 
Mstep: Class 4 contains 26998 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206390 members 
Mstep: Class 8 contains 16923 members 
Mstep: Class 9 contains 23341 members 
Mstep: Class 12 contains 23675 members 
Mstep: Class 15 contains 28247 members 
Mstep: Class 16 contains 20979 members 
Mstep: Class 17 contains 228884 members 
Mstep: Class 18 contains 31223 members 
Mstep: Class 22 contains 5175 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076624.000000 Penalty: 49969.234375
Iteration 248Q: 16 clusters Score -7.007662e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 16118 members 
Mstep: Class 3 contains 47367 members 
Mstep: Class 4 contains 26981 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206400 members 
Mstep: Class 8 contains 16931 members 
Mstep: Class 9 contains 23341 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 15 contains 28244 members 
Mstep: Class 16 contains 20976 members 
Mstep: Class 17 contains 228881 members 
Mstep: Class 18 contains 31226 members 
Mstep: Class 22 contains 5179 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076688.000000 Penalty: 49969.234375
Iteration 249Q: 16 clusters Score -7.007669e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16117 members 
Mstep: Class 3 contains 47367 members 
Mstep: Class 4 contains 26973 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206419 members 
Mstep: Class 8 contains 16931 members 
Mstep: Class 9 contains 23340 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 15 contains 28238 members 
Mstep: Class 16 contains 20974 members 
Mstep: Class 17 contains 228876 members 
Mstep: Class 18 contains 31226 members 
Mstep: Class 22 contains 5182 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076608.000000 Penalty: 49969.234375
Iteration 250Q: 16 clusters Score -7.007661e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16120 members 
Mstep: Class 3 contains 47366 members 
Mstep: Class 4 contains 26964 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206423 members 
Mstep: Class 8 contains 16934 members 
Mstep: Class 9 contains 23340 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 15 contains 28238 members 
Mstep: Class 16 contains 20974 members 
Mstep: Class 17 contains 228874 members 
Mstep: Class 18 contains 31223 members 
Mstep: Class 22 contains 5187 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076616.000000 Penalty: 49969.234375
Iteration 251Q: 16 clusters Score -7.007662e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16120 members 
Mstep: Class 3 contains 47368 members 
Mstep: Class 4 contains 26957 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206420 members 
Mstep: Class 8 contains 16937 members 
Mstep: Class 9 contains 23337 members 
Mstep: Class 12 contains 23674 members 
Mstep: Class 15 contains 28236 members 
Mstep: Class 16 contains 20974 members 
Mstep: Class 17 contains 228880 members 
Mstep: Class 18 contains 31226 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076648.000000 Penalty: 49969.234375
Iteration 252Q: 16 clusters Score -7.007665e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16122 members 
Mstep: Class 3 contains 47372 members 
Mstep: Class 4 contains 26950 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206413 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 23335 members 
Mstep: Class 12 contains 23674 members 
Mstep: Class 15 contains 28237 members 
Mstep: Class 16 contains 20975 members 
Mstep: Class 17 contains 228881 members 
Mstep: Class 18 contains 31228 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076648.000000 Penalty: 49969.234375
Iteration 253Q: 16 clusters Score -7.007665e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16126 members 
Mstep: Class 3 contains 47377 members 
Mstep: Class 4 contains 26944 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206393 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23335 members 
Mstep: Class 12 contains 23678 members 
Mstep: Class 15 contains 28236 members 
Mstep: Class 16 contains 20977 members 
Mstep: Class 17 contains 228890 members 
Mstep: Class 18 contains 31229 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076608.000000 Penalty: 49969.234375
Iteration 254Q: 16 clusters Score -7.007661e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16128 members 
Mstep: Class 3 contains 47381 members 
Mstep: Class 4 contains 26940 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206383 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23334 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28236 members 
Mstep: Class 16 contains 20978 members 
Mstep: Class 17 contains 228895 members 
Mstep: Class 18 contains 31227 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076624.000000 Penalty: 49969.234375
Iteration 255Q: 16 clusters Score -7.007662e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47383 members 
Mstep: Class 4 contains 26936 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206366 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 23333 members 
Mstep: Class 12 contains 23688 members 
Mstep: Class 15 contains 28236 members 
Mstep: Class 16 contains 20976 members 
Mstep: Class 17 contains 228911 members 
Mstep: Class 18 contains 31230 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076584.000000 Penalty: 49969.234375
Iteration 256Q: 16 clusters Score -7.007658e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16130 members 
Mstep: Class 3 contains 47385 members 
Mstep: Class 4 contains 26936 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206345 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23332 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28236 members 
Mstep: Class 16 contains 20976 members 
Mstep: Class 17 contains 228920 members 
Mstep: Class 18 contains 31235 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076536.000000 Penalty: 49969.234375
Iteration 257Q: 16 clusters Score -7.007654e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47389 members 
Mstep: Class 4 contains 26935 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206317 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 23330 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28238 members 
Mstep: Class 16 contains 20976 members 
Mstep: Class 17 contains 228934 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076576.000000 Penalty: 49969.234375
Iteration 258Q: 16 clusters Score -7.007658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 26935 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206310 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 23328 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28239 members 
Mstep: Class 16 contains 20975 members 
Mstep: Class 17 contains 228943 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076568.000000 Penalty: 49969.234375
Iteration 259Q: 16 clusters Score -7.007657e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 26933 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206300 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 23325 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28240 members 
Mstep: Class 16 contains 20975 members 
Mstep: Class 17 contains 228956 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076480.000000 Penalty: 49969.234375
Iteration 260F: 16 clusters Score -7.007648e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 26932 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206289 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23322 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 15 contains 28242 members 
Mstep: Class 16 contains 20977 members 
Mstep: Class 17 contains 228966 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076576.000000 Penalty: 49969.234375
Iteration 261Q: 16 clusters Score -7.007658e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47392 members 
Mstep: Class 4 contains 26930 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206281 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 23315 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 15 contains 28244 members 
Mstep: Class 16 contains 20982 members 
Mstep: Class 17 contains 228976 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076536.000000 Penalty: 49969.234375
Iteration 262Q: 16 clusters Score -7.007654e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47394 members 
Mstep: Class 4 contains 26923 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206288 members 
Mstep: Class 8 contains 16939 members 
Mstep: Class 9 contains 23310 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 15 contains 28248 members 
Mstep: Class 16 contains 20984 members 
Mstep: Class 17 contains 228976 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076504.000000 Penalty: 49969.234375
Iteration 263Q: 16 clusters Score -7.00765e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47396 members 
Mstep: Class 4 contains 26915 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206293 members 
Mstep: Class 8 contains 16940 members 
Mstep: Class 9 contains 23304 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 15 contains 28254 members 
Mstep: Class 16 contains 20984 members 
Mstep: Class 17 contains 228974 members 
Mstep: Class 18 contains 31238 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 264Q: 16 clusters Score -7.007652e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47399 members 
Mstep: Class 4 contains 26911 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206288 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 23297 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 15 contains 28259 members 
Mstep: Class 16 contains 20984 members 
Mstep: Class 17 contains 228980 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 265Q: 16 clusters Score -7.007652e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47404 members 
Mstep: Class 4 contains 26909 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206287 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 23295 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28263 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 228978 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076496.000000 Penalty: 49969.234375
Iteration 266Q: 16 clusters Score -7.00765e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47412 members 
Mstep: Class 4 contains 26907 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206291 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 23290 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28266 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 228972 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 267Q: 16 clusters Score -7.007652e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47416 members 
Mstep: Class 4 contains 26899 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206288 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23289 members 
Mstep: Class 12 contains 23689 members 
Mstep: Class 15 contains 28269 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 228977 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076536.000000 Penalty: 49969.234375
Iteration 268Q: 16 clusters Score -7.007654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 26894 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206285 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23290 members 
Mstep: Class 12 contains 23689 members 
Mstep: Class 15 contains 28268 members 
Mstep: Class 16 contains 20982 members 
Mstep: Class 17 contains 228983 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 269Q: 16 clusters Score -7.007652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 26890 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206283 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 23289 members 
Mstep: Class 12 contains 23688 members 
Mstep: Class 15 contains 28267 members 
Mstep: Class 16 contains 20982 members 
Mstep: Class 17 contains 228991 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076544.000000 Penalty: 49969.234375
Iteration 270Q: 16 clusters Score -7.007654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47419 members 
Mstep: Class 4 contains 26888 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206284 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23289 members 
Mstep: Class 12 contains 23689 members 
Mstep: Class 15 contains 28266 members 
Mstep: Class 16 contains 20984 members 
Mstep: Class 17 contains 228990 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076536.000000 Penalty: 49969.234375
Iteration 271Q: 16 clusters Score -7.007654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 26884 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206283 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 12 contains 23689 members 
Mstep: Class 15 contains 28267 members 
Mstep: Class 16 contains 20988 members 
Mstep: Class 17 contains 228994 members 
Mstep: Class 18 contains 31240 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076568.000000 Penalty: 49969.234375
Iteration 272Q: 16 clusters Score -7.007657e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 26880 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206275 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28270 members 
Mstep: Class 16 contains 20990 members 
Mstep: Class 17 contains 228999 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 22 contains 5190 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076576.000000 Penalty: 49969.234375
Iteration 273Q: 16 clusters Score -7.007658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16130 members 
Mstep: Class 3 contains 47420 members 
Mstep: Class 4 contains 26877 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206270 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 15 contains 28273 members 
Mstep: Class 16 contains 20993 members 
Mstep: Class 17 contains 228996 members 
Mstep: Class 18 contains 31242 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076584.000000 Penalty: 49969.234375
Iteration 274Q: 16 clusters Score -7.007658e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47423 members 
Mstep: Class 4 contains 26874 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206270 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23288 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28274 members 
Mstep: Class 16 contains 20995 members 
Mstep: Class 17 contains 228995 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076576.000000 Penalty: 49969.234375
Iteration 275Q: 16 clusters Score -7.007658e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47425 members 
Mstep: Class 4 contains 26870 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206266 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23287 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28272 members 
Mstep: Class 16 contains 20996 members 
Mstep: Class 17 contains 229002 members 
Mstep: Class 18 contains 31241 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076576.000000 Penalty: 49969.234375
Iteration 276Q: 16 clusters Score -7.007658e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47427 members 
Mstep: Class 4 contains 26866 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206262 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28274 members 
Mstep: Class 16 contains 20997 members 
Mstep: Class 17 contains 229003 members 
Mstep: Class 18 contains 31242 members 
Mstep: Class 22 contains 5192 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076592.000000 Penalty: 49969.234375
Iteration 277Q: 16 clusters Score -7.007659e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 26861 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206255 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28275 members 
Mstep: Class 16 contains 20999 members 
Mstep: Class 17 contains 229004 members 
Mstep: Class 18 contains 31246 members 
Mstep: Class 22 contains 5192 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076624.000000 Penalty: 49969.234375
Iteration 278Q: 16 clusters Score -7.007662e+07 nChanged 35
Entering ConstructFrom: 
Score: -70076624.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (3782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Entering Unmasked Estep 
Score: -382112.093750 Penalty: 2043.026123
	Iteration 0F: 2 clusters Score -382112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -378342.718750 Penalty: 4086.052246
	Iteration 0F: 3 clusters Score -378342.7 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -379201.062500 Penalty: 4086.052246
	Iteration 1F: 3 clusters Score -379201.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -379359.656250 Penalty: 4086.052246
	Iteration 2F: 3 clusters Score -379359.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -379459.656250 Penalty: 4086.052246
	Iteration 3Q: 3 clusters Score -379459.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -379532.500000 Penalty: 4086.052246
	Iteration 4Q: 3 clusters Score -379532.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -379571.500000 Penalty: 4086.052246
	Iteration 5Q: 3 clusters Score -379571.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -379601.687500 Penalty: 4086.052246
	Iteration 6Q: 3 clusters Score -379601.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -379629.093750 Penalty: 4086.052246
	Iteration 7Q: 3 clusters Score -379629.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -379651.156250 Penalty: 4086.052246
	Iteration 8Q: 3 clusters Score -379651.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -379665.375000 Penalty: 4086.052246
	Iteration 9Q: 3 clusters Score -379665.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -379681.187500 Penalty: 4086.052246
	Iteration 10Q: 3 clusters Score -379681.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -379696.156250 Penalty: 4086.052246
	Iteration 11Q: 3 clusters Score -379696.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -379704.343750 Penalty: 4086.052246
	Iteration 12Q: 3 clusters Score -379704.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -379710.312500 Penalty: 4086.052246
	Iteration 13Q: 3 clusters Score -379710.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -379714.718750 Penalty: 4086.052246
	Iteration 14Q: 3 clusters Score -379714.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -379720.593750 Penalty: 4086.052246
	Iteration 15Q: 3 clusters Score -379720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -379722.875000 Penalty: 4086.052246
	Iteration 16Q: 3 clusters Score -379722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -379726.156250 Penalty: 4086.052246
	Iteration 17Q: 3 clusters Score -379726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -379727.187500 Penalty: 4086.052246
	Iteration 18Q: 3 clusters Score -379727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -379729.437500 Penalty: 4086.052246
	Iteration 19Q: 3 clusters Score -379729.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -379729.718750 Penalty: 4086.052246
	Iteration 20F: 3 clusters Score -379729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -379730.531250 Penalty: 4086.052246
	Iteration 21Q: 3 clusters Score -379730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -379731.343750 Penalty: 4086.052246
	Iteration 22Q: 3 clusters Score -379731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -379731.468750 Penalty: 4086.052246
	Iteration 23Q: 3 clusters Score -379731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -379731.468750 Penalty: 4086.052246
	Iteration 24F: 3 clusters Score -379731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Entering Unmasked Estep 
Score: -1723992.125000 Penalty: 2402.793701
	Iteration 0F: 2 clusters Score -1723992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1712460.125000 Penalty: 4805.587402
	Iteration 0F: 3 clusters Score -1712460 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1716077.000000 Penalty: 4805.587402
	Iteration 1F: 3 clusters Score -1716077 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1716452.750000 Penalty: 4805.587402
	Iteration 2F: 3 clusters Score -1716453 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1716791.000000 Penalty: 4805.587402
	Iteration 3Q: 3 clusters Score -1716791 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1717172.750000 Penalty: 4805.587402
	Iteration 4Q: 3 clusters Score -1717173 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1717650.750000 Penalty: 4805.587402
	Iteration 5F: 3 clusters Score -1717651 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1718254.125000 Penalty: 4805.587402
	Iteration 6F: 3 clusters Score -1718254 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1719037.125000 Penalty: 4805.587402
	Iteration 7F: 3 clusters Score -1719037 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1719911.250000 Penalty: 4805.587402
	Iteration 8F: 3 clusters Score -1719911 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1720716.375000 Penalty: 4805.587402
	Iteration 9F: 3 clusters Score -1720716 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1721299.625000 Penalty: 4805.587402
	Iteration 10Q: 3 clusters Score -1721300 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1721585.375000 Penalty: 4805.587402
	Iteration 11Q: 3 clusters Score -1721585 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1721727.000000 Penalty: 4805.587402
	Iteration 12Q: 3 clusters Score -1721727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1721812.500000 Penalty: 4805.587402
	Iteration 13Q: 3 clusters Score -1721812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1721854.375000 Penalty: 4805.587402
	Iteration 14Q: 3 clusters Score -1721854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1721893.375000 Penalty: 4805.587402
	Iteration 15Q: 3 clusters Score -1721893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1721919.625000 Penalty: 4805.587402
	Iteration 16Q: 3 clusters Score -1721920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1721926.500000 Penalty: 4805.587402
	Iteration 17Q: 3 clusters Score -1721926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1721926.125000 Penalty: 4805.587402
	Iteration 18Q: 3 clusters Score -1721926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1721928.875000 Penalty: 4805.587402
	Iteration 19Q: 3 clusters Score -1721929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1721928.875000 Penalty: 4805.587402
	Iteration 20F: 3 clusters Score -1721929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Entering Unmasked Estep 
Score: -4843693.500000 Penalty: 2670.223877
	Iteration 0F: 2 clusters Score -4843694 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 23724 members 
Entering Unmasked Estep 
Score: -4811682.500000 Penalty: 5340.447754
	Iteration 0F: 3 clusters Score -4811682 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -4823479.500000 Penalty: 5340.447754
	Iteration 1F: 3 clusters Score -4823480 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -4823931.000000 Penalty: 5340.447754
	Iteration 2Q: 3 clusters Score -4823931 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4824340.000000 Penalty: 5340.447754
	Iteration 3Q: 3 clusters Score -4824340 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -4824744.500000 Penalty: 5340.447754
	Iteration 4Q: 3 clusters Score -4824744 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4825153.500000 Penalty: 5340.447754
	Iteration 5Q: 3 clusters Score -4825154 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4825681.000000 Penalty: 5340.447754
	Iteration 6Q: 3 clusters Score -4825681 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4826434.000000 Penalty: 5340.447754
	Iteration 7Q: 3 clusters Score -4826434 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4827571.000000 Penalty: 5340.447754
	Iteration 8Q: 3 clusters Score -4827571 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4829199.000000 Penalty: 5340.447754
	Iteration 9Q: 3 clusters Score -4829199 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -4831496.500000 Penalty: 5340.447754
	Iteration 10F: 3 clusters Score -4831496 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4833986.000000 Penalty: 5340.447754
	Iteration 11F: 3 clusters Score -4833986 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -4836313.000000 Penalty: 5340.447754
	Iteration 12F: 3 clusters Score -4836313 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -4838194.000000 Penalty: 5340.447754
	Iteration 13Q: 3 clusters Score -4838194 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -4839411.000000 Penalty: 5340.447754
	Iteration 14Q: 3 clusters Score -4839411 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -4840152.500000 Penalty: 5340.447754
	Iteration 15Q: 3 clusters Score -4840152 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -4840570.500000 Penalty: 5340.447754
	Iteration 16Q: 3 clusters Score -4840570 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -4840832.500000 Penalty: 5340.447754
	Iteration 17Q: 3 clusters Score -4840832 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -4840999.500000 Penalty: 5340.447754
	Iteration 18Q: 3 clusters Score -4841000 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -4841107.000000 Penalty: 5340.447754
	Iteration 19Q: 3 clusters Score -4841107 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -4841182.000000 Penalty: 5340.447754
	Iteration 20F: 3 clusters Score -4841182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -4841241.000000 Penalty: 5340.447754
	Iteration 21Q: 3 clusters Score -4841241 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -4841284.500000 Penalty: 5340.447754
	Iteration 22Q: 3 clusters Score -4841284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -4841303.000000 Penalty: 5340.447754
	Iteration 23Q: 3 clusters Score -4841303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -4841337.500000 Penalty: 5340.447754
	Iteration 24Q: 3 clusters Score -4841338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -4841361.500000 Penalty: 5340.447754
	Iteration 25Q: 3 clusters Score -4841362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -4841374.000000 Penalty: 5340.447754
	Iteration 26Q: 3 clusters Score -4841374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -4841387.000000 Penalty: 5340.447754
	Iteration 27Q: 3 clusters Score -4841387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -4841398.500000 Penalty: 5340.447754
	Iteration 28Q: 3 clusters Score -4841398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -4841412.500000 Penalty: 5340.447754
	Iteration 29Q: 3 clusters Score -4841412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -4841423.000000 Penalty: 5340.447754
	Iteration 30Q: 3 clusters Score -4841423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -4841440.000000 Penalty: 5340.447754
	Iteration 31Q: 3 clusters Score -4841440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -4841456.500000 Penalty: 5340.447754
	Iteration 32Q: 3 clusters Score -4841456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -4841463.000000 Penalty: 5340.447754
	Iteration 33Q: 3 clusters Score -4841463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -4841469.500000 Penalty: 5340.447754
	Iteration 34Q: 3 clusters Score -4841470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -4841473.500000 Penalty: 5340.447754
	Iteration 35Q: 3 clusters Score -4841474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -4841476.500000 Penalty: 5340.447754
	Iteration 36Q: 3 clusters Score -4841476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -4841481.500000 Penalty: 5340.447754
	Iteration 37Q: 3 clusters Score -4841482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -4841482.000000 Penalty: 5340.447754
	Iteration 38Q: 3 clusters Score -4841482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -4841489.000000 Penalty: 5340.447754
	Iteration 39Q: 3 clusters Score -4841489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -4841483.000000 Penalty: 5340.447754
	Iteration 40F: 3 clusters Score -4841483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -4841484.000000 Penalty: 5340.447754
	Iteration 41Q: 3 clusters Score -4841484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -4841485.000000 Penalty: 5340.447754
	Iteration 42Q: 3 clusters Score -4841485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -4841490.000000 Penalty: 5340.447754
	Iteration 43Q: 3 clusters Score -4841490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -4841489.000000 Penalty: 5340.447754
	Iteration 44Q: 3 clusters Score -4841489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -4841500.000000 Penalty: 5340.447754
	Iteration 45Q: 3 clusters Score -4841500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -4841502.500000 Penalty: 5340.447754
	Iteration 46Q: 3 clusters Score -4841502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -4841505.500000 Penalty: 5340.447754
	Iteration 47Q: 3 clusters Score -4841506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -4841510.000000 Penalty: 5340.447754
	Iteration 48Q: 3 clusters Score -4841510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -4841509.500000 Penalty: 5340.447754
	Iteration 49Q: 3 clusters Score -4841510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -4841512.000000 Penalty: 5340.447754
	Iteration 50Q: 3 clusters Score -4841512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -4841516.500000 Penalty: 5340.447754
	Iteration 51Q: 3 clusters Score -4841516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -4841513.000000 Penalty: 5340.447754
	Iteration 52Q: 3 clusters Score -4841513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -4841515.000000 Penalty: 5340.447754
	Iteration 53Q: 3 clusters Score -4841515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -4841515.000000 Penalty: 5340.447754
	Iteration 54F: 3 clusters Score -4841515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Entering Unmasked Estep 
Score: -2871188.250000 Penalty: 2529.164551
	Iteration 0F: 2 clusters Score -2871188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2852710.500000 Penalty: 5058.329102
	Iteration 0F: 3 clusters Score -2852710 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2859099.250000 Penalty: 5058.329102
	Iteration 1F: 3 clusters Score -2859099 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2859525.750000 Penalty: 5058.329102
	Iteration 2Q: 3 clusters Score -2859526 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -2859924.000000 Penalty: 5058.329102
	Iteration 3Q: 3 clusters Score -2859924 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2860352.500000 Penalty: 5058.329102
	Iteration 4Q: 3 clusters Score -2860352 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2860909.000000 Penalty: 5058.329102
	Iteration 5Q: 3 clusters Score -2860909 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2861744.250000 Penalty: 5058.329102
	Iteration 6F: 3 clusters Score -2861744 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2862920.250000 Penalty: 5058.329102
	Iteration 7F: 3 clusters Score -2862920 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2864455.000000 Penalty: 5058.329102
	Iteration 8F: 3 clusters Score -2864455 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2865955.000000 Penalty: 5058.329102
	Iteration 9F: 3 clusters Score -2865955 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2867218.500000 Penalty: 5058.329102
	Iteration 10Q: 3 clusters Score -2867218 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -2867996.000000 Penalty: 5058.329102
	Iteration 11Q: 3 clusters Score -2867996 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -2868370.500000 Penalty: 5058.329102
	Iteration 12Q: 3 clusters Score -2868370 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2868534.500000 Penalty: 5058.329102
	Iteration 13Q: 3 clusters Score -2868534 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2868636.250000 Penalty: 5058.329102
	Iteration 14Q: 3 clusters Score -2868636 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -2868700.000000 Penalty: 5058.329102
	Iteration 15Q: 3 clusters Score -2868700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2868747.250000 Penalty: 5058.329102
	Iteration 16Q: 3 clusters Score -2868747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -2868806.250000 Penalty: 5058.329102
	Iteration 17Q: 3 clusters Score -2868806 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -2868835.000000 Penalty: 5058.329102
	Iteration 18Q: 3 clusters Score -2868835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -2868875.750000 Penalty: 5058.329102
	Iteration 19Q: 3 clusters Score -2868876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2868903.000000 Penalty: 5058.329102
	Iteration 20F: 3 clusters Score -2868903 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -2868932.250000 Penalty: 5058.329102
	Iteration 21Q: 3 clusters Score -2868932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2868951.250000 Penalty: 5058.329102
	Iteration 22Q: 3 clusters Score -2868951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -2868975.000000 Penalty: 5058.329102
	Iteration 23Q: 3 clusters Score -2868975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -2868974.500000 Penalty: 5058.329102
	Iteration 24Q: 3 clusters Score -2868974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -2868995.000000 Penalty: 5058.329102
	Iteration 25Q: 3 clusters Score -2868995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2869006.750000 Penalty: 5058.329102
	Iteration 26Q: 3 clusters Score -2869007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -2869013.750000 Penalty: 5058.329102
	Iteration 27Q: 3 clusters Score -2869014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -2869027.750000 Penalty: 5058.329102
	Iteration 28Q: 3 clusters Score -2869028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2869034.250000 Penalty: 5058.329102
	Iteration 29Q: 3 clusters Score -2869034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2869041.000000 Penalty: 5058.329102
	Iteration 30Q: 3 clusters Score -2869041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -2869046.500000 Penalty: 5058.329102
	Iteration 31Q: 3 clusters Score -2869046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -2869050.750000 Penalty: 5058.329102
	Iteration 32Q: 3 clusters Score -2869051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -2869047.750000 Penalty: 5058.329102
	Iteration 33Q: 3 clusters Score -2869048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -2869054.500000 Penalty: 5058.329102
	Iteration 34Q: 3 clusters Score -2869054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2869052.500000 Penalty: 5058.329102
	Iteration 35Q: 3 clusters Score -2869052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -2869055.000000 Penalty: 5058.329102
	Iteration 36Q: 3 clusters Score -2869055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -2869054.500000 Penalty: 5058.329102
	Iteration 37Q: 3 clusters Score -2869054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -2869055.000000 Penalty: 5058.329102
	Iteration 38Q: 3 clusters Score -2869055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -2869056.000000 Penalty: 5058.329102
	Iteration 39Q: 3 clusters Score -2869056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -2869058.250000 Penalty: 5058.329102
	Iteration 40F: 3 clusters Score -2869058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -2869062.500000 Penalty: 5058.329102
	Iteration 41Q: 3 clusters Score -2869062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -2869059.500000 Penalty: 5058.329102
	Iteration 42Q: 3 clusters Score -2869060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2869064.500000 Penalty: 5058.329102
	Iteration 43Q: 3 clusters Score -2869064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -2869068.250000 Penalty: 5058.329102
	Iteration 44Q: 3 clusters Score -2869068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -2869067.250000 Penalty: 5058.329102
	Iteration 45Q: 3 clusters Score -2869067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2869074.250000 Penalty: 5058.329102
	Iteration 46Q: 3 clusters Score -2869074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -2869079.750000 Penalty: 5058.329102
	Iteration 47Q: 3 clusters Score -2869080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -2869081.500000 Penalty: 5058.329102
	Iteration 48Q: 3 clusters Score -2869082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -2869077.250000 Penalty: 5058.329102
	Iteration 49Q: 3 clusters Score -2869077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2869084.750000 Penalty: 5058.329102
	Iteration 50Q: 3 clusters Score -2869085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -2869085.500000 Penalty: 5058.329102
	Iteration 51Q: 3 clusters Score -2869086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -2869083.000000 Penalty: 5058.329102
	Iteration 52Q: 3 clusters Score -2869083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2869085.500000 Penalty: 5058.329102
	Iteration 53Q: 3 clusters Score -2869086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -2869087.750000 Penalty: 5058.329102
	Iteration 54Q: 3 clusters Score -2869088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -2869090.000000 Penalty: 5058.329102
	Iteration 55Q: 3 clusters Score -2869090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -2869087.250000 Penalty: 5058.329102
	Iteration 56Q: 3 clusters Score -2869087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -2869087.750000 Penalty: 5058.329102
	Iteration 57Q: 3 clusters Score -2869088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -2869087.750000 Penalty: 5058.329102
	Iteration 58F: 3 clusters Score -2869088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -71257.414062 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -71257.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69522.140625 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -69522.14 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69844.414062 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -69844.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69992.031250 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -69992.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70092.085938 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -70092.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70163.421875 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -70163.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70265.679688 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -70265.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70309.390625 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -70309.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -70329.164062 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -70329.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70346.062500 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -70346.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70362.093750 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -70362.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70375.226562 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -70375.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70386.148438 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -70386.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -70400.968750 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -70400.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70421.742188 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -70421.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -70445.445312 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -70445.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -70471.132812 Penalty: 3301.736328
	Iteration 15Q: 3 clusters Score -70471.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70491.210938 Penalty: 3301.736328
	Iteration 16Q: 3 clusters Score -70491.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -70530.804688 Penalty: 3301.736328
	Iteration 17Q: 3 clusters Score -70530.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -70568.640625 Penalty: 3301.736328
	Iteration 18Q: 3 clusters Score -70568.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -70609.546875 Penalty: 3301.736328
	Iteration 19Q: 3 clusters Score -70609.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -70635.171875 Penalty: 3301.736328
	Iteration 20F: 3 clusters Score -70635.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -70667.179688 Penalty: 3301.736328
	Iteration 21Q: 3 clusters Score -70667.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -70688.687500 Penalty: 3301.736328
	Iteration 22Q: 3 clusters Score -70688.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70704.140625 Penalty: 3301.736328
	Iteration 23Q: 3 clusters Score -70704.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -70724.203125 Penalty: 3301.736328
	Iteration 24Q: 3 clusters Score -70724.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -70742.421875 Penalty: 3301.736328
	Iteration 25Q: 3 clusters Score -70742.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -70757.140625 Penalty: 3301.736328
	Iteration 26Q: 3 clusters Score -70757.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -70784.046875 Penalty: 3301.736328
	Iteration 27Q: 3 clusters Score -70784.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -70793.765625 Penalty: 3301.736328
	Iteration 28Q: 3 clusters Score -70793.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70807.109375 Penalty: 3301.736328
	Iteration 29Q: 3 clusters Score -70807.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -70828.062500 Penalty: 3301.736328
	Iteration 30Q: 3 clusters Score -70828.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70834.117188 Penalty: 3301.736328
	Iteration 31Q: 3 clusters Score -70834.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70834.117188 Penalty: 3301.736328
	Iteration 32F: 3 clusters Score -70834.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (206256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206256 members 
Entering Unmasked Estep 
Score: -21506528.000000 Penalty: 3034.744629
	Iteration 0F: 2 clusters Score -2.150653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 103455 members 
Entering Unmasked Estep 
Score: -21375114.000000 Penalty: 6069.489258
	Iteration 0F: 3 clusters Score -2.137511e+07 nChanged 99563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97976 members 
Mstep: Class 2 contains 108280 members 
Entering Unmasked Estep 
Score: -21433518.000000 Penalty: 6069.489258
	Iteration 1F: 3 clusters Score -2.143352e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -21434840.000000 Penalty: 6069.489258
	Iteration 2Q: 3 clusters Score -2.143484e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 118211 members 
Entering Unmasked Estep 
Score: -21436982.000000 Penalty: 6069.489258
	Iteration 3Q: 3 clusters Score -2.143698e+07 nChanged 9983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 127380 members 
Entering Unmasked Estep 
Score: -21441068.000000 Penalty: 6069.489258
	Iteration 4Q: 3 clusters Score -2.144107e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -21448400.000000 Penalty: 6069.489258
	Iteration 5F: 3 clusters Score -2.14484e+07 nChanged 17143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 157227 members 
Entering Unmasked Estep 
Score: -21460712.000000 Penalty: 6069.489258
	Iteration 6F: 3 clusters Score -2.146071e+07 nChanged 18298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 175397 members 
Entering Unmasked Estep 
Score: -21476528.000000 Penalty: 6069.489258
	Iteration 7F: 3 clusters Score -2.147653e+07 nChanged 15156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 190525 members 
Entering Unmasked Estep 
Score: -21491070.000000 Penalty: 6069.489258
	Iteration 8F: 3 clusters Score -2.149107e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 199344 members 
Entering Unmasked Estep 
Score: -21500264.000000 Penalty: 6069.489258
	Iteration 9Q: 3 clusters Score -2.150026e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -21502782.000000 Penalty: 6069.489258
	Iteration 10Q: 3 clusters Score -2.150278e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 204365 members 
Entering Unmasked Estep 
Score: -21503792.000000 Penalty: 6069.489258
	Iteration 11Q: 3 clusters Score -2.150379e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 204782 members 
Entering Unmasked Estep 
Score: -21504206.000000 Penalty: 6069.489258
	Iteration 12Q: 3 clusters Score -2.150421e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 204930 members 
Entering Unmasked Estep 
Score: -21504508.000000 Penalty: 6069.489258
	Iteration 13Q: 3 clusters Score -2.150451e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 204978 members 
Entering Unmasked Estep 
Score: -21504636.000000 Penalty: 6069.489258
	Iteration 14Q: 3 clusters Score -2.150464e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 204989 members 
Entering Unmasked Estep 
Score: -21504718.000000 Penalty: 6069.489258
	Iteration 15Q: 3 clusters Score -2.150472e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 205009 members 
Entering Unmasked Estep 
Score: -21504754.000000 Penalty: 6069.489258
	Iteration 16Q: 3 clusters Score -2.150475e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 205020 members 
Entering Unmasked Estep 
Score: -21504762.000000 Penalty: 6069.489258
	Iteration 17Q: 3 clusters Score -2.150476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 205034 members 
Entering Unmasked Estep 
Score: -21504798.000000 Penalty: 6069.489258
	Iteration 18Q: 3 clusters Score -2.15048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 205039 members 
Entering Unmasked Estep 
Score: -21504804.000000 Penalty: 6069.489258
	Iteration 19Q: 3 clusters Score -2.15048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 205039 members 
Entering Unmasked Estep 
Score: -21504826.000000 Penalty: 6069.489258
	Iteration 20F: 3 clusters Score -2.150483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 205040 members 
Entering Unmasked Estep 
Score: -21504848.000000 Penalty: 6069.489258
	Iteration 21Q: 3 clusters Score -2.150485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 205042 members 
Entering Unmasked Estep 
Score: -21504876.000000 Penalty: 6069.489258
	Iteration 22Q: 3 clusters Score -2.150488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 205040 members 
Entering Unmasked Estep 
Score: -21504872.000000 Penalty: 6069.489258
	Iteration 23Q: 3 clusters Score -2.150487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 205038 members 
Entering Unmasked Estep 
Score: -21504878.000000 Penalty: 6069.489258
	Iteration 24Q: 3 clusters Score -2.150488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 205043 members 
Entering Unmasked Estep 
Score: -21504882.000000 Penalty: 6069.489258
	Iteration 25Q: 3 clusters Score -2.150488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 205043 members 
Entering Unmasked Estep 
Score: -21504886.000000 Penalty: 6069.489258
	Iteration 26Q: 3 clusters Score -2.150489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 205042 members 
Entering Unmasked Estep 
Score: -21504866.000000 Penalty: 6069.489258
	Iteration 27Q: 3 clusters Score -2.150487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 205045 members 
Entering Unmasked Estep 
Score: -21504890.000000 Penalty: 6069.489258
	Iteration 28Q: 3 clusters Score -2.150489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 205047 members 
Entering Unmasked Estep 
Score: -21504888.000000 Penalty: 6069.489258
	Iteration 29Q: 3 clusters Score -2.150489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 205047 members 
Entering Unmasked Estep 
Score: -21504888.000000 Penalty: 6069.489258
	Iteration 30Q: 3 clusters Score -2.150489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 205045 members 
Entering Unmasked Estep 
Score: -21504894.000000 Penalty: 6069.489258
	Iteration 31Q: 3 clusters Score -2.150489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 205045 members 
Entering Unmasked Estep 
Score: -21504894.000000 Penalty: 6069.489258
	Iteration 32F: 3 clusters Score -2.150489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Entering Unmasked Estep 
Score: -1808949.000000 Penalty: 2414.912598
	Iteration 0F: 2 clusters Score -1808949 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 8366 members 
Entering Unmasked Estep 
Score: -1796787.625000 Penalty: 4829.825195
	Iteration 0F: 3 clusters Score -1796788 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1800741.750000 Penalty: 4829.825195
	Iteration 1F: 3 clusters Score -1800742 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1801103.875000 Penalty: 4829.825195
	Iteration 2F: 3 clusters Score -1801104 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1801418.750000 Penalty: 4829.825195
	Iteration 3Q: 3 clusters Score -1801419 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1801693.250000 Penalty: 4829.825195
	Iteration 4Q: 3 clusters Score -1801693 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1801945.625000 Penalty: 4829.825195
	Iteration 5Q: 3 clusters Score -1801946 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1802209.375000 Penalty: 4829.825195
	Iteration 6Q: 3 clusters Score -1802209 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1802512.500000 Penalty: 4829.825195
	Iteration 7Q: 3 clusters Score -1802512 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1802904.250000 Penalty: 4829.825195
	Iteration 8Q: 3 clusters Score -1802904 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1803354.625000 Penalty: 4829.825195
	Iteration 9Q: 3 clusters Score -1803355 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1803840.375000 Penalty: 4829.825195
	Iteration 10Q: 3 clusters Score -1803840 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1804338.625000 Penalty: 4829.825195
	Iteration 11Q: 3 clusters Score -1804339 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1804792.250000 Penalty: 4829.825195
	Iteration 12Q: 3 clusters Score -1804792 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1805211.875000 Penalty: 4829.825195
	Iteration 13Q: 3 clusters Score -1805212 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1805589.875000 Penalty: 4829.825195
	Iteration 14Q: 3 clusters Score -1805590 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1805888.625000 Penalty: 4829.825195
	Iteration 15Q: 3 clusters Score -1805889 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1806149.250000 Penalty: 4829.825195
	Iteration 16Q: 3 clusters Score -1806149 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1806348.625000 Penalty: 4829.825195
	Iteration 17Q: 3 clusters Score -1806349 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1806487.625000 Penalty: 4829.825195
	Iteration 18Q: 3 clusters Score -1806488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1806582.625000 Penalty: 4829.825195
	Iteration 19Q: 3 clusters Score -1806583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1806662.750000 Penalty: 4829.825195
	Iteration 20F: 3 clusters Score -1806663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1806725.625000 Penalty: 4829.825195
	Iteration 21Q: 3 clusters Score -1806726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1806768.125000 Penalty: 4829.825195
	Iteration 22Q: 3 clusters Score -1806768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1806793.125000 Penalty: 4829.825195
	Iteration 23Q: 3 clusters Score -1806793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1806808.875000 Penalty: 4829.825195
	Iteration 24Q: 3 clusters Score -1806809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1806817.375000 Penalty: 4829.825195
	Iteration 25Q: 3 clusters Score -1806817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1806824.500000 Penalty: 4829.825195
	Iteration 26Q: 3 clusters Score -1806824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1806826.125000 Penalty: 4829.825195
	Iteration 27Q: 3 clusters Score -1806826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1806826.125000 Penalty: 4829.825195
	Iteration 28F: 3 clusters Score -1806826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Entering Unmasked Estep 
Score: -2492643.000000 Penalty: 2493.790771
	Iteration 0F: 2 clusters Score -2492643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2476434.750000 Penalty: 4987.581543
	Iteration 0F: 3 clusters Score -2476435 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2481969.750000 Penalty: 4987.581543
	Iteration 1F: 3 clusters Score -2481970 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2482356.000000 Penalty: 4987.581543
	Iteration 2Q: 3 clusters Score -2482356 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2482708.000000 Penalty: 4987.581543
	Iteration 3Q: 3 clusters Score -2482708 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2482995.500000 Penalty: 4987.581543
	Iteration 4Q: 3 clusters Score -2482996 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2483257.750000 Penalty: 4987.581543
	Iteration 5Q: 3 clusters Score -2483258 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2483538.500000 Penalty: 4987.581543
	Iteration 6Q: 3 clusters Score -2483538 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2483878.000000 Penalty: 4987.581543
	Iteration 7Q: 3 clusters Score -2483878 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2484307.250000 Penalty: 4987.581543
	Iteration 8Q: 3 clusters Score -2484307 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2484858.500000 Penalty: 4987.581543
	Iteration 9Q: 3 clusters Score -2484858 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2485563.250000 Penalty: 4987.581543
	Iteration 10Q: 3 clusters Score -2485563 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2486379.250000 Penalty: 4987.581543
	Iteration 11Q: 3 clusters Score -2486379 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2487206.500000 Penalty: 4987.581543
	Iteration 12Q: 3 clusters Score -2487206 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2487843.250000 Penalty: 4987.581543
	Iteration 13Q: 3 clusters Score -2487843 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2488232.500000 Penalty: 4987.581543
	Iteration 14Q: 3 clusters Score -2488232 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2488520.750000 Penalty: 4987.581543
	Iteration 15Q: 3 clusters Score -2488521 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2488777.000000 Penalty: 4987.581543
	Iteration 16Q: 3 clusters Score -2488777 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2488988.750000 Penalty: 4987.581543
	Iteration 17Q: 3 clusters Score -2488989 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2489164.750000 Penalty: 4987.581543
	Iteration 18Q: 3 clusters Score -2489165 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2489345.500000 Penalty: 4987.581543
	Iteration 19Q: 3 clusters Score -2489346 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2489531.250000 Penalty: 4987.581543
	Iteration 20F: 3 clusters Score -2489531 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2489688.750000 Penalty: 4987.581543
	Iteration 21Q: 3 clusters Score -2489689 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2489812.250000 Penalty: 4987.581543
	Iteration 22Q: 3 clusters Score -2489812 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2489939.500000 Penalty: 4987.581543
	Iteration 23Q: 3 clusters Score -2489940 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2490024.250000 Penalty: 4987.581543
	Iteration 24Q: 3 clusters Score -2490024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2490111.500000 Penalty: 4987.581543
	Iteration 25Q: 3 clusters Score -2490112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2490175.000000 Penalty: 4987.581543
	Iteration 26Q: 3 clusters Score -2490175 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2490232.000000 Penalty: 4987.581543
	Iteration 27Q: 3 clusters Score -2490232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2490282.000000 Penalty: 4987.581543
	Iteration 28Q: 3 clusters Score -2490282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2490335.000000 Penalty: 4987.581543
	Iteration 29Q: 3 clusters Score -2490335 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2490376.500000 Penalty: 4987.581543
	Iteration 30Q: 3 clusters Score -2490376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -2490419.250000 Penalty: 4987.581543
	Iteration 31Q: 3 clusters Score -2490419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2490454.500000 Penalty: 4987.581543
	Iteration 32Q: 3 clusters Score -2490454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2490473.250000 Penalty: 4987.581543
	Iteration 33Q: 3 clusters Score -2490473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2490498.250000 Penalty: 4987.581543
	Iteration 34Q: 3 clusters Score -2490498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2490512.250000 Penalty: 4987.581543
	Iteration 35Q: 3 clusters Score -2490512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2490524.000000 Penalty: 4987.581543
	Iteration 36Q: 3 clusters Score -2490524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2490529.250000 Penalty: 4987.581543
	Iteration 37Q: 3 clusters Score -2490529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2490540.500000 Penalty: 4987.581543
	Iteration 38Q: 3 clusters Score -2490540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2490548.750000 Penalty: 4987.581543
	Iteration 39Q: 3 clusters Score -2490549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2490556.750000 Penalty: 4987.581543
	Iteration 40F: 3 clusters Score -2490557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2490559.750000 Penalty: 4987.581543
	Iteration 41Q: 3 clusters Score -2490560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2490561.500000 Penalty: 4987.581543
	Iteration 42Q: 3 clusters Score -2490562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2490564.750000 Penalty: 4987.581543
	Iteration 43Q: 3 clusters Score -2490565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2490567.500000 Penalty: 4987.581543
	Iteration 44Q: 3 clusters Score -2490568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -2490571.000000 Penalty: 4987.581543
	Iteration 45Q: 3 clusters Score -2490571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2490568.500000 Penalty: 4987.581543
	Iteration 46Q: 3 clusters Score -2490568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2490573.500000 Penalty: 4987.581543
	Iteration 47Q: 3 clusters Score -2490574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -2490576.000000 Penalty: 4987.581543
	Iteration 48Q: 3 clusters Score -2490576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2490578.750000 Penalty: 4987.581543
	Iteration 49Q: 3 clusters Score -2490579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2490584.500000 Penalty: 4987.581543
	Iteration 50Q: 3 clusters Score -2490584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2490594.250000 Penalty: 4987.581543
	Iteration 51Q: 3 clusters Score -2490594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2490596.500000 Penalty: 4987.581543
	Iteration 52Q: 3 clusters Score -2490596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2490601.250000 Penalty: 4987.581543
	Iteration 53Q: 3 clusters Score -2490601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2490599.750000 Penalty: 4987.581543
	Iteration 54Q: 3 clusters Score -2490600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2490605.000000 Penalty: 4987.581543
	Iteration 55Q: 3 clusters Score -2490605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2490603.000000 Penalty: 4987.581543
	Iteration 56Q: 3 clusters Score -2490603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2490604.250000 Penalty: 4987.581543
	Iteration 57Q: 3 clusters Score -2490604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2490607.250000 Penalty: 4987.581543
	Iteration 58Q: 3 clusters Score -2490607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2490607.250000 Penalty: 4987.581543
	Iteration 59Q: 3 clusters Score -2490607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2490607.250000 Penalty: 4987.581543
	Iteration 60F: 3 clusters Score -2490607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Entering Unmasked Estep 
Score: -2519147.500000 Penalty: 2498.056396
	Iteration 0F: 2 clusters Score -2519148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2502717.750000 Penalty: 4996.112793
	Iteration 0F: 3 clusters Score -2502718 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2508533.750000 Penalty: 4996.112793
	Iteration 1F: 3 clusters Score -2508534 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2509106.500000 Penalty: 4996.112793
	Iteration 2F: 3 clusters Score -2509106 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2509762.000000 Penalty: 4996.112793
	Iteration 3F: 3 clusters Score -2509762 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2510596.500000 Penalty: 4996.112793
	Iteration 4F: 3 clusters Score -2510596 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2511634.250000 Penalty: 4996.112793
	Iteration 5F: 3 clusters Score -2511634 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2512846.750000 Penalty: 4996.112793
	Iteration 6F: 3 clusters Score -2512847 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2514218.000000 Penalty: 4996.112793
	Iteration 7F: 3 clusters Score -2514218 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2515466.750000 Penalty: 4996.112793
	Iteration 8F: 3 clusters Score -2515467 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2516346.750000 Penalty: 4996.112793
	Iteration 9Q: 3 clusters Score -2516347 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2516788.250000 Penalty: 4996.112793
	Iteration 10Q: 3 clusters Score -2516788 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2517007.000000 Penalty: 4996.112793
	Iteration 11Q: 3 clusters Score -2517007 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2517137.250000 Penalty: 4996.112793
	Iteration 12Q: 3 clusters Score -2517137 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2517243.500000 Penalty: 4996.112793
	Iteration 13Q: 3 clusters Score -2517244 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2517327.500000 Penalty: 4996.112793
	Iteration 14Q: 3 clusters Score -2517328 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2517397.250000 Penalty: 4996.112793
	Iteration 15Q: 3 clusters Score -2517397 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2517443.500000 Penalty: 4996.112793
	Iteration 16Q: 3 clusters Score -2517444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2517486.250000 Penalty: 4996.112793
	Iteration 17Q: 3 clusters Score -2517486 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2517517.250000 Penalty: 4996.112793
	Iteration 18Q: 3 clusters Score -2517517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2517538.250000 Penalty: 4996.112793
	Iteration 19Q: 3 clusters Score -2517538 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2517581.000000 Penalty: 4996.112793
	Iteration 20F: 3 clusters Score -2517581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2517607.250000 Penalty: 4996.112793
	Iteration 21Q: 3 clusters Score -2517607 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2517631.000000 Penalty: 4996.112793
	Iteration 22Q: 3 clusters Score -2517631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2517660.250000 Penalty: 4996.112793
	Iteration 23Q: 3 clusters Score -2517660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2517677.000000 Penalty: 4996.112793
	Iteration 24Q: 3 clusters Score -2517677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2517690.750000 Penalty: 4996.112793
	Iteration 25Q: 3 clusters Score -2517691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2517704.250000 Penalty: 4996.112793
	Iteration 26Q: 3 clusters Score -2517704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2517709.500000 Penalty: 4996.112793
	Iteration 27Q: 3 clusters Score -2517710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2517720.250000 Penalty: 4996.112793
	Iteration 28Q: 3 clusters Score -2517720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2517731.500000 Penalty: 4996.112793
	Iteration 29Q: 3 clusters Score -2517732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2517733.750000 Penalty: 4996.112793
	Iteration 30Q: 3 clusters Score -2517734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2517734.750000 Penalty: 4996.112793
	Iteration 31Q: 3 clusters Score -2517735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2517737.500000 Penalty: 4996.112793
	Iteration 32Q: 3 clusters Score -2517738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2517739.000000 Penalty: 4996.112793
	Iteration 33Q: 3 clusters Score -2517739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2517739.250000 Penalty: 4996.112793
	Iteration 34Q: 3 clusters Score -2517739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2517742.750000 Penalty: 4996.112793
	Iteration 35Q: 3 clusters Score -2517743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2517742.250000 Penalty: 4996.112793
	Iteration 36Q: 3 clusters Score -2517742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2517744.750000 Penalty: 4996.112793
	Iteration 37Q: 3 clusters Score -2517745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2517745.750000 Penalty: 4996.112793
	Iteration 38Q: 3 clusters Score -2517746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2517745.000000 Penalty: 4996.112793
	Iteration 39Q: 3 clusters Score -2517745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2517746.000000 Penalty: 4996.112793
	Iteration 40F: 3 clusters Score -2517746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2517756.750000 Penalty: 4996.112793
	Iteration 41Q: 3 clusters Score -2517757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2517757.250000 Penalty: 4996.112793
	Iteration 42Q: 3 clusters Score -2517757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2517756.500000 Penalty: 4996.112793
	Iteration 43Q: 3 clusters Score -2517756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2517760.500000 Penalty: 4996.112793
	Iteration 44Q: 3 clusters Score -2517760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2517759.000000 Penalty: 4996.112793
	Iteration 45Q: 3 clusters Score -2517759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2517763.750000 Penalty: 4996.112793
	Iteration 46Q: 3 clusters Score -2517764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2517763.750000 Penalty: 4996.112793
	Iteration 47F: 3 clusters Score -2517764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Entering Unmasked Estep 
Score: -3018183.250000 Penalty: 2541.960205
	Iteration 0F: 2 clusters Score -3018183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2998747.000000 Penalty: 5083.920410
	Iteration 0F: 3 clusters Score -2998747 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3005560.250000 Penalty: 5083.920410
	Iteration 1F: 3 clusters Score -3005560 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3006187.500000 Penalty: 5083.920410
	Iteration 2F: 3 clusters Score -3006188 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3006887.000000 Penalty: 5083.920410
	Iteration 3F: 3 clusters Score -3006887 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3007679.500000 Penalty: 5083.920410
	Iteration 4F: 3 clusters Score -3007680 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3008647.000000 Penalty: 5083.920410
	Iteration 5F: 3 clusters Score -3008647 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3009989.750000 Penalty: 5083.920410
	Iteration 6F: 3 clusters Score -3009990 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3011656.000000 Penalty: 5083.920410
	Iteration 7F: 3 clusters Score -3011656 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3013321.500000 Penalty: 5083.920410
	Iteration 8F: 3 clusters Score -3013322 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3014275.250000 Penalty: 5083.920410
	Iteration 9Q: 3 clusters Score -3014275 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -3014645.000000 Penalty: 5083.920410
	Iteration 10Q: 3 clusters Score -3014645 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3014796.000000 Penalty: 5083.920410
	Iteration 11Q: 3 clusters Score -3014796 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3014885.000000 Penalty: 5083.920410
	Iteration 12Q: 3 clusters Score -3014885 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3014923.250000 Penalty: 5083.920410
	Iteration 13Q: 3 clusters Score -3014923 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -3014978.750000 Penalty: 5083.920410
	Iteration 14Q: 3 clusters Score -3014979 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3015023.250000 Penalty: 5083.920410
	Iteration 15Q: 3 clusters Score -3015023 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3015049.000000 Penalty: 5083.920410
	Iteration 16Q: 3 clusters Score -3015049 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3015087.750000 Penalty: 5083.920410
	Iteration 17Q: 3 clusters Score -3015088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3015124.500000 Penalty: 5083.920410
	Iteration 18Q: 3 clusters Score -3015124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3015148.500000 Penalty: 5083.920410
	Iteration 19Q: 3 clusters Score -3015148 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3015169.750000 Penalty: 5083.920410
	Iteration 20F: 3 clusters Score -3015170 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3015209.000000 Penalty: 5083.920410
	Iteration 21Q: 3 clusters Score -3015209 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3015243.750000 Penalty: 5083.920410
	Iteration 22Q: 3 clusters Score -3015244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -3015269.250000 Penalty: 5083.920410
	Iteration 23Q: 3 clusters Score -3015269 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3015300.500000 Penalty: 5083.920410
	Iteration 24Q: 3 clusters Score -3015300 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3015315.250000 Penalty: 5083.920410
	Iteration 25Q: 3 clusters Score -3015315 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3015345.000000 Penalty: 5083.920410
	Iteration 26Q: 3 clusters Score -3015345 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3015389.500000 Penalty: 5083.920410
	Iteration 27Q: 3 clusters Score -3015390 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3015420.750000 Penalty: 5083.920410
	Iteration 28Q: 3 clusters Score -3015421 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3015437.500000 Penalty: 5083.920410
	Iteration 29Q: 3 clusters Score -3015438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3015457.750000 Penalty: 5083.920410
	Iteration 30Q: 3 clusters Score -3015458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3015479.250000 Penalty: 5083.920410
	Iteration 31Q: 3 clusters Score -3015479 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3015490.500000 Penalty: 5083.920410
	Iteration 32Q: 3 clusters Score -3015490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3015499.000000 Penalty: 5083.920410
	Iteration 33Q: 3 clusters Score -3015499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3015523.000000 Penalty: 5083.920410
	Iteration 34Q: 3 clusters Score -3015523 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3015533.000000 Penalty: 5083.920410
	Iteration 35Q: 3 clusters Score -3015533 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3015568.250000 Penalty: 5083.920410
	Iteration 36Q: 3 clusters Score -3015568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3015596.250000 Penalty: 5083.920410
	Iteration 37Q: 3 clusters Score -3015596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3015623.000000 Penalty: 5083.920410
	Iteration 38Q: 3 clusters Score -3015623 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3015653.250000 Penalty: 5083.920410
	Iteration 39Q: 3 clusters Score -3015653 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3015685.500000 Penalty: 5083.920410
	Iteration 40F: 3 clusters Score -3015686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3015709.250000 Penalty: 5083.920410
	Iteration 41Q: 3 clusters Score -3015709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3015746.000000 Penalty: 5083.920410
	Iteration 42Q: 3 clusters Score -3015746 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3015786.750000 Penalty: 5083.920410
	Iteration 43Q: 3 clusters Score -3015787 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3015823.250000 Penalty: 5083.920410
	Iteration 44Q: 3 clusters Score -3015823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3015841.000000 Penalty: 5083.920410
	Iteration 45Q: 3 clusters Score -3015841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3015854.500000 Penalty: 5083.920410
	Iteration 46Q: 3 clusters Score -3015854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3015880.000000 Penalty: 5083.920410
	Iteration 47Q: 3 clusters Score -3015880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3015903.000000 Penalty: 5083.920410
	Iteration 48Q: 3 clusters Score -3015903 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3015925.500000 Penalty: 5083.920410
	Iteration 49Q: 3 clusters Score -3015926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3015930.750000 Penalty: 5083.920410
	Iteration 50Q: 3 clusters Score -3015931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3015946.750000 Penalty: 5083.920410
	Iteration 51Q: 3 clusters Score -3015947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3015961.250000 Penalty: 5083.920410
	Iteration 52Q: 3 clusters Score -3015961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3015984.250000 Penalty: 5083.920410
	Iteration 53Q: 3 clusters Score -3015984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3016001.500000 Penalty: 5083.920410
	Iteration 54Q: 3 clusters Score -3016002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3016010.750000 Penalty: 5083.920410
	Iteration 55Q: 3 clusters Score -3016011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3016024.000000 Penalty: 5083.920410
	Iteration 56Q: 3 clusters Score -3016024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3016034.500000 Penalty: 5083.920410
	Iteration 57Q: 3 clusters Score -3016034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3016045.000000 Penalty: 5083.920410
	Iteration 58Q: 3 clusters Score -3016045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3016049.000000 Penalty: 5083.920410
	Iteration 59Q: 3 clusters Score -3016049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3016054.000000 Penalty: 5083.920410
	Iteration 60F: 3 clusters Score -3016054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3016058.250000 Penalty: 5083.920410
	Iteration 61Q: 3 clusters Score -3016058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3016060.750000 Penalty: 5083.920410
	Iteration 62Q: 3 clusters Score -3016061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3016058.750000 Penalty: 5083.920410
	Iteration 63Q: 3 clusters Score -3016059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3016058.750000 Penalty: 5083.920410
	Iteration 64Q: 3 clusters Score -3016059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3016060.000000 Penalty: 5083.920410
	Iteration 65Q: 3 clusters Score -3016060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3016061.500000 Penalty: 5083.920410
	Iteration 66Q: 3 clusters Score -3016062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3016066.250000 Penalty: 5083.920410
	Iteration 67Q: 3 clusters Score -3016066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3016066.250000 Penalty: 5083.920410
	Iteration 68F: 3 clusters Score -3016066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Entering Unmasked Estep 
Score: -2242665.000000 Penalty: 2468.141357
	Iteration 0F: 2 clusters Score -2242665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2227911.750000 Penalty: 4936.282715
	Iteration 0F: 3 clusters Score -2227912 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2232759.250000 Penalty: 4936.282715
	Iteration 1F: 3 clusters Score -2232759 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2233066.500000 Penalty: 4936.282715
	Iteration 2Q: 3 clusters Score -2233066 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2233330.250000 Penalty: 4936.282715
	Iteration 3Q: 3 clusters Score -2233330 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2233576.750000 Penalty: 4936.282715
	Iteration 4Q: 3 clusters Score -2233577 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2233794.500000 Penalty: 4936.282715
	Iteration 5Q: 3 clusters Score -2233794 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2233999.000000 Penalty: 4936.282715
	Iteration 6Q: 3 clusters Score -2233999 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2234203.000000 Penalty: 4936.282715
	Iteration 7Q: 3 clusters Score -2234203 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2234394.250000 Penalty: 4936.282715
	Iteration 8Q: 3 clusters Score -2234394 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2234632.750000 Penalty: 4936.282715
	Iteration 9Q: 3 clusters Score -2234633 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2234944.250000 Penalty: 4936.282715
	Iteration 10Q: 3 clusters Score -2234944 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2235356.500000 Penalty: 4936.282715
	Iteration 11Q: 3 clusters Score -2235356 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2235869.500000 Penalty: 4936.282715
	Iteration 12Q: 3 clusters Score -2235870 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2236468.000000 Penalty: 4936.282715
	Iteration 13Q: 3 clusters Score -2236468 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2237097.500000 Penalty: 4936.282715
	Iteration 14Q: 3 clusters Score -2237098 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2237670.750000 Penalty: 4936.282715
	Iteration 15Q: 3 clusters Score -2237671 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2238157.250000 Penalty: 4936.282715
	Iteration 16Q: 3 clusters Score -2238157 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2238567.500000 Penalty: 4936.282715
	Iteration 17Q: 3 clusters Score -2238568 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2238906.500000 Penalty: 4936.282715
	Iteration 18Q: 3 clusters Score -2238906 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2239188.500000 Penalty: 4936.282715
	Iteration 19Q: 3 clusters Score -2239188 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2239431.500000 Penalty: 4936.282715
	Iteration 20F: 3 clusters Score -2239432 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2239656.000000 Penalty: 4936.282715
	Iteration 21Q: 3 clusters Score -2239656 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2239810.500000 Penalty: 4936.282715
	Iteration 22Q: 3 clusters Score -2239810 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2239935.750000 Penalty: 4936.282715
	Iteration 23Q: 3 clusters Score -2239936 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2240042.500000 Penalty: 4936.282715
	Iteration 24Q: 3 clusters Score -2240042 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2240154.500000 Penalty: 4936.282715
	Iteration 25Q: 3 clusters Score -2240154 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2240258.250000 Penalty: 4936.282715
	Iteration 26Q: 3 clusters Score -2240258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2240327.750000 Penalty: 4936.282715
	Iteration 27Q: 3 clusters Score -2240328 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2240379.500000 Penalty: 4936.282715
	Iteration 28Q: 3 clusters Score -2240380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2240413.500000 Penalty: 4936.282715
	Iteration 29Q: 3 clusters Score -2240414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2240446.000000 Penalty: 4936.282715
	Iteration 30Q: 3 clusters Score -2240446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2240468.000000 Penalty: 4936.282715
	Iteration 31Q: 3 clusters Score -2240468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2240478.250000 Penalty: 4936.282715
	Iteration 32Q: 3 clusters Score -2240478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2240491.000000 Penalty: 4936.282715
	Iteration 33Q: 3 clusters Score -2240491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2240505.000000 Penalty: 4936.282715
	Iteration 34Q: 3 clusters Score -2240505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2240512.250000 Penalty: 4936.282715
	Iteration 35Q: 3 clusters Score -2240512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2240522.750000 Penalty: 4936.282715
	Iteration 36Q: 3 clusters Score -2240523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2240529.250000 Penalty: 4936.282715
	Iteration 37Q: 3 clusters Score -2240529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2240535.000000 Penalty: 4936.282715
	Iteration 38Q: 3 clusters Score -2240535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2240539.750000 Penalty: 4936.282715
	Iteration 39Q: 3 clusters Score -2240540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2240540.500000 Penalty: 4936.282715
	Iteration 40F: 3 clusters Score -2240540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2240541.250000 Penalty: 4936.282715
	Iteration 41Q: 3 clusters Score -2240541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2240545.250000 Penalty: 4936.282715
	Iteration 42Q: 3 clusters Score -2240545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2240546.750000 Penalty: 4936.282715
	Iteration 43Q: 3 clusters Score -2240547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2240546.750000 Penalty: 4936.282715
	Iteration 44Q: 3 clusters Score -2240547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2240549.750000 Penalty: 4936.282715
	Iteration 45Q: 3 clusters Score -2240550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2240549.750000 Penalty: 4936.282715
	Iteration 46F: 3 clusters Score -2240550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229004 members 
Entering Unmasked Estep 
Score: -23943460.000000 Penalty: 3060.690674
	Iteration 0F: 2 clusters Score -2.394346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114237 members 
Mstep: Class 2 contains 114767 members 
Entering Unmasked Estep 
Score: -23805686.000000 Penalty: 6121.381348
	Iteration 0F: 3 clusters Score -2.380569e+07 nChanged 110389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 120714 members 
Entering Unmasked Estep 
Score: -23870672.000000 Penalty: 6121.381348
	Iteration 1F: 3 clusters Score -2.387067e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104223 members 
Mstep: Class 2 contains 124781 members 
Entering Unmasked Estep 
Score: -23872024.000000 Penalty: 6121.381348
	Iteration 2Q: 3 clusters Score -2.387202e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 130879 members 
Entering Unmasked Estep 
Score: -23873988.000000 Penalty: 6121.381348
	Iteration 3Q: 3 clusters Score -2.387399e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 139861 members 
Entering Unmasked Estep 
Score: -23877462.000000 Penalty: 6121.381348
	Iteration 4Q: 3 clusters Score -2.387746e+07 nChanged 13338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 152835 members 
Entering Unmasked Estep 
Score: -23884518.000000 Penalty: 6121.381348
	Iteration 5F: 3 clusters Score -2.388452e+07 nChanged 17437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 170148 members 
Entering Unmasked Estep 
Score: -23896028.000000 Penalty: 6121.381348
	Iteration 6F: 3 clusters Score -2.389603e+07 nChanged 20174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 190306 members 
Entering Unmasked Estep 
Score: -23913338.000000 Penalty: 6121.381348
	Iteration 7F: 3 clusters Score -2.391334e+07 nChanged 18634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 208940 members 
Entering Unmasked Estep 
Score: -23928134.000000 Penalty: 6121.381348
	Iteration 8F: 3 clusters Score -2.392813e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 220532 members 
Entering Unmasked Estep 
Score: -23935042.000000 Penalty: 6121.381348
	Iteration 9F: 3 clusters Score -2.393504e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 225652 members 
Entering Unmasked Estep 
Score: -23938262.000000 Penalty: 6121.381348
	Iteration 10Q: 3 clusters Score -2.393826e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 227582 members 
Entering Unmasked Estep 
Score: -23939692.000000 Penalty: 6121.381348
	Iteration 11Q: 3 clusters Score -2.393969e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 228246 members 
Entering Unmasked Estep 
Score: -23940188.000000 Penalty: 6121.381348
	Iteration 12Q: 3 clusters Score -2.394019e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 228472 members 
Entering Unmasked Estep 
Score: -23940428.000000 Penalty: 6121.381348
	Iteration 13Q: 3 clusters Score -2.394043e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 228550 members 
Entering Unmasked Estep 
Score: -23940578.000000 Penalty: 6121.381348
	Iteration 14Q: 3 clusters Score -2.394058e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 228596 members 
Entering Unmasked Estep 
Score: -23940622.000000 Penalty: 6121.381348
	Iteration 15Q: 3 clusters Score -2.394062e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 228626 members 
Entering Unmasked Estep 
Score: -23940700.000000 Penalty: 6121.381348
	Iteration 16Q: 3 clusters Score -2.39407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 228641 members 
Entering Unmasked Estep 
Score: -23940760.000000 Penalty: 6121.381348
	Iteration 17Q: 3 clusters Score -2.394076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 228654 members 
Entering Unmasked Estep 
Score: -23940772.000000 Penalty: 6121.381348
	Iteration 18Q: 3 clusters Score -2.394077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 228663 members 
Entering Unmasked Estep 
Score: -23940826.000000 Penalty: 6121.381348
	Iteration 19Q: 3 clusters Score -2.394083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 228665 members 
Entering Unmasked Estep 
Score: -23940840.000000 Penalty: 6121.381348
	Iteration 20F: 3 clusters Score -2.394084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 228667 members 
Entering Unmasked Estep 
Score: -23940862.000000 Penalty: 6121.381348
	Iteration 21Q: 3 clusters Score -2.394086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 228668 members 
Entering Unmasked Estep 
Score: -23940860.000000 Penalty: 6121.381348
	Iteration 22Q: 3 clusters Score -2.394086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 228673 members 
Entering Unmasked Estep 
Score: -23940858.000000 Penalty: 6121.381348
	Iteration 23Q: 3 clusters Score -2.394086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 228673 members 
Entering Unmasked Estep 
Score: -23940856.000000 Penalty: 6121.381348
	Iteration 24Q: 3 clusters Score -2.394086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 228673 members 
Entering Unmasked Estep 
Score: -23940856.000000 Penalty: 6121.381348
	Iteration 25F: 3 clusters Score -2.394086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -3283737.000000 Penalty: 2566.728271
	Iteration 0F: 2 clusters Score -3283737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3262448.750000 Penalty: 5133.456543
	Iteration 0F: 3 clusters Score -3262449 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3269935.500000 Penalty: 5133.456543
	Iteration 1F: 3 clusters Score -3269936 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3270420.250000 Penalty: 5133.456543
	Iteration 2Q: 3 clusters Score -3270420 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3270840.750000 Penalty: 5133.456543
	Iteration 3Q: 3 clusters Score -3270841 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3271342.250000 Penalty: 5133.456543
	Iteration 4Q: 3 clusters Score -3271342 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3272021.750000 Penalty: 5133.456543
	Iteration 5Q: 3 clusters Score -3272022 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3273079.000000 Penalty: 5133.456543
	Iteration 6F: 3 clusters Score -3273079 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3274798.250000 Penalty: 5133.456543
	Iteration 7F: 3 clusters Score -3274798 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3277089.750000 Penalty: 5133.456543
	Iteration 8F: 3 clusters Score -3277090 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3279212.250000 Penalty: 5133.456543
	Iteration 9F: 3 clusters Score -3279212 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3280609.500000 Penalty: 5133.456543
	Iteration 10Q: 3 clusters Score -3280610 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3281290.000000 Penalty: 5133.456543
	Iteration 11Q: 3 clusters Score -3281290 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3281540.250000 Penalty: 5133.456543
	Iteration 12Q: 3 clusters Score -3281540 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -3281647.000000 Penalty: 5133.456543
	Iteration 13Q: 3 clusters Score -3281647 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3281706.750000 Penalty: 5133.456543
	Iteration 14Q: 3 clusters Score -3281707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3281739.250000 Penalty: 5133.456543
	Iteration 15Q: 3 clusters Score -3281739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3281758.500000 Penalty: 5133.456543
	Iteration 16Q: 3 clusters Score -3281758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -3281772.750000 Penalty: 5133.456543
	Iteration 17Q: 3 clusters Score -3281773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3281780.750000 Penalty: 5133.456543
	Iteration 18Q: 3 clusters Score -3281781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3281787.500000 Penalty: 5133.456543
	Iteration 19Q: 3 clusters Score -3281788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -3281788.250000 Penalty: 5133.456543
	Iteration 20F: 3 clusters Score -3281788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3281791.750000 Penalty: 5133.456543
	Iteration 21Q: 3 clusters Score -3281792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3281797.750000 Penalty: 5133.456543
	Iteration 22Q: 3 clusters Score -3281798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3281798.000000 Penalty: 5133.456543
	Iteration 23Q: 3 clusters Score -3281798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3281797.500000 Penalty: 5133.456543
	Iteration 24Q: 3 clusters Score -3281798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3281797.500000 Penalty: 5133.456543
	Iteration 25F: 3 clusters Score -3281798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Entering Unmasked Estep 
Score: -518535.656250 Penalty: 2121.608887
	Iteration 0F: 2 clusters Score -518535.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -513833.281250 Penalty: 4243.217773
	Iteration 0F: 3 clusters Score -513833.3 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -514968.187500 Penalty: 4243.217773
	Iteration 1F: 3 clusters Score -514968.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -515174.656250 Penalty: 4243.217773
	Iteration 2F: 3 clusters Score -515174.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -515307.406250 Penalty: 4243.217773
	Iteration 3F: 3 clusters Score -515307.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -515424.812500 Penalty: 4243.217773
	Iteration 4Q: 3 clusters Score -515424.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -515592.687500 Penalty: 4243.217773
	Iteration 5Q: 3 clusters Score -515592.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -515772.062500 Penalty: 4243.217773
	Iteration 6Q: 3 clusters Score -515772.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -515950.406250 Penalty: 4243.217773
	Iteration 7Q: 3 clusters Score -515950.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -516154.343750 Penalty: 4243.217773
	Iteration 8Q: 3 clusters Score -516154.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -516338.593750 Penalty: 4243.217773
	Iteration 9Q: 3 clusters Score -516338.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -516505.375000 Penalty: 4243.217773
	Iteration 10Q: 3 clusters Score -516505.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -516660.968750 Penalty: 4243.217773
	Iteration 11Q: 3 clusters Score -516661 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -516799.093750 Penalty: 4243.217773
	Iteration 12Q: 3 clusters Score -516799.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -516923.968750 Penalty: 4243.217773
	Iteration 13Q: 3 clusters Score -516924 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -517032.812500 Penalty: 4243.217773
	Iteration 14Q: 3 clusters Score -517032.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -517121.281250 Penalty: 4243.217773
	Iteration 15Q: 3 clusters Score -517121.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -517189.375000 Penalty: 4243.217773
	Iteration 16Q: 3 clusters Score -517189.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -517238.718750 Penalty: 4243.217773
	Iteration 17Q: 3 clusters Score -517238.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -517266.375000 Penalty: 4243.217773
	Iteration 18Q: 3 clusters Score -517266.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -517293.000000 Penalty: 4243.217773
	Iteration 19Q: 3 clusters Score -517293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -517312.531250 Penalty: 4243.217773
	Iteration 20F: 3 clusters Score -517312.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -517323.562500 Penalty: 4243.217773
	Iteration 21Q: 3 clusters Score -517323.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -517331.343750 Penalty: 4243.217773
	Iteration 22Q: 3 clusters Score -517331.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -517335.750000 Penalty: 4243.217773
	Iteration 23Q: 3 clusters Score -517335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -517339.343750 Penalty: 4243.217773
	Iteration 24Q: 3 clusters Score -517339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -517340.406250 Penalty: 4243.217773
	Iteration 25Q: 3 clusters Score -517340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -517342.625000 Penalty: 4243.217773
	Iteration 26Q: 3 clusters Score -517342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -517342.625000 Penalty: 4243.217773
	Iteration 27Q: 3 clusters Score -517342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -517342.625000 Penalty: 4243.217773
	Iteration 28F: 3 clusters Score -517342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -178739.593750 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -178739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -176244.343750 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -176244.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -177036.343750 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -177036.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -177394.625000 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -177394.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -177725.484375 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -177725.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -177977.875000 Penalty: 3767.062744
	Iteration 4F: 3 clusters Score -177977.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -178223.765625 Penalty: 3767.062744
	Iteration 5F: 3 clusters Score -178223.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -178639.328125 Penalty: 3767.062744
	Iteration 6F: 3 clusters Score -178639.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -179258.515625 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -179258.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -179701.609375 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -179701.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -179843.437500 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -179843.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -179924.375000 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -179924.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -179996.468750 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -179996.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -180034.296875 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -180034.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -180045.406250 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -180045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -180047.156250 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -180047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -180048.312500 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -180048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -180048.312500 Penalty: 3767.062744
	Iteration 16F: 3 clusters Score -180048.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47431 members 
Mstep: Class 4 contains 26856 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206256 members 
Mstep: Class 7 contains 499 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28278 members 
Mstep: Class 16 contains 20998 members 
Mstep: Class 17 contains 229004 members 
Mstep: Class 18 contains 31248 members 
Mstep: Class 22 contains 5192 members 
Mstep: Class 23 contains 1489 members 
Entering Unmasked Estep 
Score: -70076480.000000 Penalty: 53300.515625
Splitting cluster 23 changes total score from -70076624.000000 to -70076480.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47431 members 
Mstep: Class 4 contains 26856 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206256 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28278 members 
Mstep: Class 16 contains 20998 members 
Mstep: Class 17 contains 229004 members 
Mstep: Class 18 contains 31248 members 
Mstep: Class 22 contains 5192 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076632.000000 Penalty: 49969.234375
Iteration 279Q: 16 clusters Score -7.007663e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47431 members 
Mstep: Class 4 contains 26853 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206256 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 23286 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28278 members 
Mstep: Class 16 contains 20998 members 
Mstep: Class 17 contains 229008 members 
Mstep: Class 18 contains 31247 members 
Mstep: Class 22 contains 5193 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076632.000000 Penalty: 49969.234375
Iteration 280F: 16 clusters Score -7.007663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16135 members 
Mstep: Class 3 contains 47433 members 
Mstep: Class 4 contains 26848 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206256 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 23285 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28279 members 
Mstep: Class 16 contains 20998 members 
Mstep: Class 17 contains 229010 members 
Mstep: Class 18 contains 31246 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076608.000000 Penalty: 49969.234375
Iteration 281Q: 16 clusters Score -7.007661e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16135 members 
Mstep: Class 3 contains 47435 members 
Mstep: Class 4 contains 26844 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206257 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 23285 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28277 members 
Mstep: Class 16 contains 20995 members 
Mstep: Class 17 contains 229016 members 
Mstep: Class 18 contains 31245 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076624.000000 Penalty: 49969.234375
Iteration 282Q: 16 clusters Score -7.007662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47436 members 
Mstep: Class 4 contains 26833 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206261 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23285 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28276 members 
Mstep: Class 16 contains 20996 members 
Mstep: Class 17 contains 229021 members 
Mstep: Class 18 contains 31245 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076616.000000 Penalty: 49969.234375
Iteration 283Q: 16 clusters Score -7.007662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47437 members 
Mstep: Class 4 contains 26824 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206262 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23285 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28278 members 
Mstep: Class 16 contains 20997 members 
Mstep: Class 17 contains 229025 members 
Mstep: Class 18 contains 31245 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076600.000000 Penalty: 49969.234375
Iteration 284Q: 16 clusters Score -7.00766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47438 members 
Mstep: Class 4 contains 26819 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206263 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23285 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28278 members 
Mstep: Class 16 contains 20999 members 
Mstep: Class 17 contains 229024 members 
Mstep: Class 18 contains 31247 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076576.000000 Penalty: 49969.234375
Iteration 285Q: 16 clusters Score -7.007658e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16135 members 
Mstep: Class 3 contains 47440 members 
Mstep: Class 4 contains 26813 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206261 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23285 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 15 contains 28280 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 17 contains 229023 members 
Mstep: Class 18 contains 31248 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076584.000000 Penalty: 49969.234375
Iteration 286Q: 16 clusters Score -7.007658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47442 members 
Mstep: Class 4 contains 26808 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206259 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23692 members 
Mstep: Class 15 contains 28285 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 17 contains 229025 members 
Mstep: Class 18 contains 31248 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 287Q: 16 clusters Score -7.007652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47443 members 
Mstep: Class 4 contains 26803 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206257 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28289 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 17 contains 229030 members 
Mstep: Class 18 contains 31248 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076488.000000 Penalty: 49969.234375
Iteration 288Q: 16 clusters Score -7.007649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47447 members 
Mstep: Class 4 contains 26801 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206254 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28294 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 17 contains 229027 members 
Mstep: Class 18 contains 31249 members 
Mstep: Class 22 contains 5194 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076512.000000 Penalty: 49969.234375
Iteration 289Q: 16 clusters Score -7.007651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47448 members 
Mstep: Class 4 contains 26800 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206252 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28294 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 17 contains 229029 members 
Mstep: Class 18 contains 31249 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 290Q: 16 clusters Score -7.007652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47448 members 
Mstep: Class 4 contains 26798 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206250 members 
Mstep: Class 8 contains 16943 members 
Mstep: Class 9 contains 23279 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28294 members 
Mstep: Class 16 contains 21002 members 
Mstep: Class 17 contains 229031 members 
Mstep: Class 18 contains 31251 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 291Q: 16 clusters Score -7.007652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16134 members 
Mstep: Class 3 contains 47449 members 
Mstep: Class 4 contains 26796 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206245 members 
Mstep: Class 8 contains 16944 members 
Mstep: Class 9 contains 23278 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28295 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 229033 members 
Mstep: Class 18 contains 31252 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076464.000000 Penalty: 49969.234375
Iteration 292Q: 16 clusters Score -7.007646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16133 members 
Mstep: Class 3 contains 47451 members 
Mstep: Class 4 contains 26795 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206243 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 23277 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 15 contains 28295 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 229034 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076520.000000 Penalty: 49969.234375
Iteration 293Q: 16 clusters Score -7.007652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 26794 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206236 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 23277 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 15 contains 28295 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 229041 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076552.000000 Penalty: 49969.234375
Iteration 294Q: 16 clusters Score -7.007655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 26794 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206229 members 
Mstep: Class 8 contains 16947 members 
Mstep: Class 9 contains 23279 members 
Mstep: Class 12 contains 23688 members 
Mstep: Class 15 contains 28297 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229047 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076568.000000 Penalty: 49969.234375
Iteration 295Q: 16 clusters Score -7.007657e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 26794 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206227 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28297 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229045 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076528.000000 Penalty: 49969.234375
Iteration 296Q: 16 clusters Score -7.007653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 26795 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206230 members 
Mstep: Class 8 contains 16951 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28295 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229044 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076536.000000 Penalty: 49969.234375
Iteration 297Q: 16 clusters Score -7.007654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 26793 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206233 members 
Mstep: Class 8 contains 16953 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28292 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229043 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076472.000000 Penalty: 49969.234375
Iteration 298Q: 16 clusters Score -7.007647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 26793 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206234 members 
Mstep: Class 8 contains 16955 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28288 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229043 members 
Mstep: Class 18 contains 31255 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076432.000000 Penalty: 49969.234375
Iteration 299Q: 16 clusters Score -7.007643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 26793 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206238 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28287 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229040 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076416.000000 Penalty: 49969.234375
Iteration 300F: 16 clusters Score -7.007642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47452 members 
Mstep: Class 4 contains 26792 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206234 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28287 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229042 members 
Mstep: Class 18 contains 31251 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076408.000000 Penalty: 49969.234375
Iteration 301Q: 16 clusters Score -7.007641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47452 members 
Mstep: Class 4 contains 26791 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206230 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28287 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229045 members 
Mstep: Class 18 contains 31251 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076408.000000 Penalty: 49969.234375
Iteration 302Q: 16 clusters Score -7.007641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47452 members 
Mstep: Class 4 contains 26790 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206226 members 
Mstep: Class 8 contains 16965 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28285 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229051 members 
Mstep: Class 18 contains 31252 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076440.000000 Penalty: 49969.234375
Iteration 303Q: 16 clusters Score -7.007644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47452 members 
Mstep: Class 4 contains 26790 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206224 members 
Mstep: Class 8 contains 16964 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28283 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229056 members 
Mstep: Class 18 contains 31252 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076440.000000 Penalty: 49969.234375
Iteration 304Q: 16 clusters Score -7.007644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 26790 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206224 members 
Mstep: Class 8 contains 16963 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28279 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229059 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076456.000000 Penalty: 49969.234375
Iteration 305Q: 16 clusters Score -7.007646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47456 members 
Mstep: Class 4 contains 26790 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206223 members 
Mstep: Class 8 contains 16962 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28279 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229058 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076456.000000 Penalty: 49969.234375
Iteration 306Q: 16 clusters Score -7.007646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47456 members 
Mstep: Class 4 contains 26790 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206223 members 
Mstep: Class 8 contains 16961 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28283 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229055 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076424.000000 Penalty: 49969.234375
Iteration 307Q: 16 clusters Score -7.007642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 26790 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206227 members 
Mstep: Class 8 contains 16958 members 
Mstep: Class 9 contains 23283 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28282 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229051 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076424.000000 Penalty: 49969.234375
Iteration 308Q: 16 clusters Score -7.007642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 26789 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206228 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28285 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229047 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076440.000000 Penalty: 49969.234375
Iteration 309Q: 16 clusters Score -7.007644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47458 members 
Mstep: Class 4 contains 26786 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206227 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28287 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229045 members 
Mstep: Class 18 contains 31258 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076440.000000 Penalty: 49969.234375
Iteration 310Q: 16 clusters Score -7.007644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47459 members 
Mstep: Class 4 contains 26784 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206227 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28290 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229042 members 
Mstep: Class 18 contains 31259 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076416.000000 Penalty: 49969.234375
Iteration 311Q: 16 clusters Score -7.007642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47461 members 
Mstep: Class 4 contains 26782 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206227 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28292 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 229041 members 
Mstep: Class 18 contains 31259 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076424.000000 Penalty: 49969.234375
Iteration 312Q: 16 clusters Score -7.007642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47463 members 
Mstep: Class 4 contains 26780 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206228 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28295 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 229037 members 
Mstep: Class 18 contains 31259 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076440.000000 Penalty: 49969.234375
Iteration 313Q: 16 clusters Score -7.007644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16129 members 
Mstep: Class 3 contains 47462 members 
Mstep: Class 4 contains 26778 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206230 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28298 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 229036 members 
Mstep: Class 18 contains 31258 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076424.000000 Penalty: 49969.234375
Iteration 314Q: 16 clusters Score -7.007642e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16130 members 
Mstep: Class 3 contains 47463 members 
Mstep: Class 4 contains 26775 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206230 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23284 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 229039 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076456.000000 Penalty: 49969.234375
Iteration 315Q: 16 clusters Score -7.007646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47464 members 
Mstep: Class 4 contains 26772 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206231 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23283 members 
Mstep: Class 12 contains 23684 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229038 members 
Mstep: Class 18 contains 31256 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076400.000000 Penalty: 49969.234375
Iteration 316Q: 16 clusters Score -7.00764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47467 members 
Mstep: Class 4 contains 26767 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206232 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23283 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28299 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229039 members 
Mstep: Class 18 contains 31255 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076400.000000 Penalty: 49969.234375
Iteration 317Q: 16 clusters Score -7.00764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47468 members 
Mstep: Class 4 contains 26760 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206241 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28302 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229035 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076424.000000 Penalty: 49969.234375
Iteration 318Q: 16 clusters Score -7.007642e+07 nChanged 18
Entering ConstructFrom: 
Score: -70076424.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -382016.343750 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -382016.3 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 1917 members 
Entering Unmasked Estep 
Score: -378280.812500 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -378280.8 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -379182.687500 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -379182.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -379418.093750 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -379418.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -379541.937500 Penalty: 4085.920654
	Iteration 3F: 3 clusters Score -379541.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -379618.687500 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -379618.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -379685.218750 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -379685.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -379739.437500 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -379739.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -379793.750000 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -379793.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -379847.656250 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -379847.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -379897.500000 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -379897.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -379942.281250 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -379942.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -379974.468750 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -379974.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -380006.468750 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -380006.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -380046.812500 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -380046.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -380081.500000 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -380081.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -380116.500000 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -380116.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -380148.562500 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -380148.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -380167.406250 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -380167.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -380188.625000 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -380188.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -380212.343750 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -380212.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -380234.968750 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -380235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -380263.125000 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -380263.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -380284.125000 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -380284.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -380300.031250 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -380300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -380315.906250 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -380315.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -380328.968750 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -380329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -380339.281250 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -380339.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -380346.656250 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -380346.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -380351.187500 Penalty: 4085.920654
	Iteration 28Q: 3 clusters Score -380351.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -380358.562500 Penalty: 4085.920654
	Iteration 29Q: 3 clusters Score -380358.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -380362.843750 Penalty: 4085.920654
	Iteration 30Q: 3 clusters Score -380362.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -380370.656250 Penalty: 4085.920654
	Iteration 31Q: 3 clusters Score -380370.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -380379.031250 Penalty: 4085.920654
	Iteration 32Q: 3 clusters Score -380379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -380385.593750 Penalty: 4085.920654
	Iteration 33Q: 3 clusters Score -380385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -380394.281250 Penalty: 4085.920654
	Iteration 34Q: 3 clusters Score -380394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -380398.687500 Penalty: 4085.920654
	Iteration 35Q: 3 clusters Score -380398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -380402.500000 Penalty: 4085.920654
	Iteration 36Q: 3 clusters Score -380402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -380403.812500 Penalty: 4085.920654
	Iteration 37Q: 3 clusters Score -380403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -380410.375000 Penalty: 4085.920654
	Iteration 38Q: 3 clusters Score -380410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -380413.937500 Penalty: 4085.920654
	Iteration 39Q: 3 clusters Score -380413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -380420.000000 Penalty: 4085.920654
	Iteration 40F: 3 clusters Score -380420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -380424.750000 Penalty: 4085.920654
	Iteration 41Q: 3 clusters Score -380424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -380428.437500 Penalty: 4085.920654
	Iteration 42Q: 3 clusters Score -380428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -380429.906250 Penalty: 4085.920654
	Iteration 43Q: 3 clusters Score -380429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -380430.500000 Penalty: 4085.920654
	Iteration 44Q: 3 clusters Score -380430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -380430.500000 Penalty: 4085.920654
	Iteration 45F: 3 clusters Score -380430.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Entering Unmasked Estep 
Score: -1723645.000000 Penalty: 2402.747559
	Iteration 0F: 2 clusters Score -1723645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1712083.250000 Penalty: 4805.495117
	Iteration 0F: 3 clusters Score -1712083 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1715762.000000 Penalty: 4805.495117
	Iteration 1F: 3 clusters Score -1715762 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1716200.375000 Penalty: 4805.495117
	Iteration 2F: 3 clusters Score -1716200 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1716578.625000 Penalty: 4805.495117
	Iteration 3F: 3 clusters Score -1716579 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1716898.000000 Penalty: 4805.495117
	Iteration 4Q: 3 clusters Score -1716898 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1717235.000000 Penalty: 4805.495117
	Iteration 5Q: 3 clusters Score -1717235 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1717606.125000 Penalty: 4805.495117
	Iteration 6Q: 3 clusters Score -1717606 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1718043.250000 Penalty: 4805.495117
	Iteration 7Q: 3 clusters Score -1718043 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1718583.250000 Penalty: 4805.495117
	Iteration 8Q: 3 clusters Score -1718583 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1719146.125000 Penalty: 4805.495117
	Iteration 9F: 3 clusters Score -1719146 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1719610.500000 Penalty: 4805.495117
	Iteration 10Q: 3 clusters Score -1719610 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1719898.250000 Penalty: 4805.495117
	Iteration 11Q: 3 clusters Score -1719898 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1720036.500000 Penalty: 4805.495117
	Iteration 12Q: 3 clusters Score -1720036 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1720115.000000 Penalty: 4805.495117
	Iteration 13Q: 3 clusters Score -1720115 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1720172.000000 Penalty: 4805.495117
	Iteration 14Q: 3 clusters Score -1720172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1720208.000000 Penalty: 4805.495117
	Iteration 15Q: 3 clusters Score -1720208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1720234.125000 Penalty: 4805.495117
	Iteration 16Q: 3 clusters Score -1720234 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1720273.000000 Penalty: 4805.495117
	Iteration 17Q: 3 clusters Score -1720273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1720313.500000 Penalty: 4805.495117
	Iteration 18Q: 3 clusters Score -1720314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1720352.625000 Penalty: 4805.495117
	Iteration 19Q: 3 clusters Score -1720353 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1720389.875000 Penalty: 4805.495117
	Iteration 20F: 3 clusters Score -1720390 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1720431.375000 Penalty: 4805.495117
	Iteration 21Q: 3 clusters Score -1720431 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1720464.125000 Penalty: 4805.495117
	Iteration 22Q: 3 clusters Score -1720464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1720494.125000 Penalty: 4805.495117
	Iteration 23Q: 3 clusters Score -1720494 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1720530.000000 Penalty: 4805.495117
	Iteration 24Q: 3 clusters Score -1720530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1720565.375000 Penalty: 4805.495117
	Iteration 25Q: 3 clusters Score -1720565 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1720580.875000 Penalty: 4805.495117
	Iteration 26Q: 3 clusters Score -1720581 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1720609.625000 Penalty: 4805.495117
	Iteration 27Q: 3 clusters Score -1720610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1720625.250000 Penalty: 4805.495117
	Iteration 28Q: 3 clusters Score -1720625 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1720642.750000 Penalty: 4805.495117
	Iteration 29Q: 3 clusters Score -1720643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1720660.250000 Penalty: 4805.495117
	Iteration 30Q: 3 clusters Score -1720660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1720680.125000 Penalty: 4805.495117
	Iteration 31Q: 3 clusters Score -1720680 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1720705.125000 Penalty: 4805.495117
	Iteration 32Q: 3 clusters Score -1720705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1720716.125000 Penalty: 4805.495117
	Iteration 33Q: 3 clusters Score -1720716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1720730.750000 Penalty: 4805.495117
	Iteration 34Q: 3 clusters Score -1720731 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1720755.375000 Penalty: 4805.495117
	Iteration 35Q: 3 clusters Score -1720755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1720770.750000 Penalty: 4805.495117
	Iteration 36Q: 3 clusters Score -1720771 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1720795.750000 Penalty: 4805.495117
	Iteration 37Q: 3 clusters Score -1720796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1720812.875000 Penalty: 4805.495117
	Iteration 38Q: 3 clusters Score -1720813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1720828.375000 Penalty: 4805.495117
	Iteration 39Q: 3 clusters Score -1720828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1720844.250000 Penalty: 4805.495117
	Iteration 40F: 3 clusters Score -1720844 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1720863.000000 Penalty: 4805.495117
	Iteration 41Q: 3 clusters Score -1720863 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1720883.000000 Penalty: 4805.495117
	Iteration 42Q: 3 clusters Score -1720883 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1720903.750000 Penalty: 4805.495117
	Iteration 43Q: 3 clusters Score -1720904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1720928.750000 Penalty: 4805.495117
	Iteration 44Q: 3 clusters Score -1720929 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1720948.125000 Penalty: 4805.495117
	Iteration 45Q: 3 clusters Score -1720948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1720962.000000 Penalty: 4805.495117
	Iteration 46Q: 3 clusters Score -1720962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1720975.875000 Penalty: 4805.495117
	Iteration 47Q: 3 clusters Score -1720976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1720995.250000 Penalty: 4805.495117
	Iteration 48Q: 3 clusters Score -1720995 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1721018.250000 Penalty: 4805.495117
	Iteration 49Q: 3 clusters Score -1721018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1721025.750000 Penalty: 4805.495117
	Iteration 50Q: 3 clusters Score -1721026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1721044.750000 Penalty: 4805.495117
	Iteration 51Q: 3 clusters Score -1721045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1721067.000000 Penalty: 4805.495117
	Iteration 52Q: 3 clusters Score -1721067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1721085.500000 Penalty: 4805.495117
	Iteration 53Q: 3 clusters Score -1721086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1721104.500000 Penalty: 4805.495117
	Iteration 54Q: 3 clusters Score -1721104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1721124.250000 Penalty: 4805.495117
	Iteration 55Q: 3 clusters Score -1721124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1721138.625000 Penalty: 4805.495117
	Iteration 56Q: 3 clusters Score -1721139 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1721161.875000 Penalty: 4805.495117
	Iteration 57Q: 3 clusters Score -1721162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1721185.375000 Penalty: 4805.495117
	Iteration 58Q: 3 clusters Score -1721185 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1721204.000000 Penalty: 4805.495117
	Iteration 59Q: 3 clusters Score -1721204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1721225.500000 Penalty: 4805.495117
	Iteration 60F: 3 clusters Score -1721226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1721237.250000 Penalty: 4805.495117
	Iteration 61Q: 3 clusters Score -1721237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1721253.500000 Penalty: 4805.495117
	Iteration 62Q: 3 clusters Score -1721254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1721267.375000 Penalty: 4805.495117
	Iteration 63Q: 3 clusters Score -1721267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1721283.250000 Penalty: 4805.495117
	Iteration 64Q: 3 clusters Score -1721283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1721289.000000 Penalty: 4805.495117
	Iteration 65Q: 3 clusters Score -1721289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1721295.500000 Penalty: 4805.495117
	Iteration 66Q: 3 clusters Score -1721296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1721306.750000 Penalty: 4805.495117
	Iteration 67Q: 3 clusters Score -1721307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1721316.750000 Penalty: 4805.495117
	Iteration 68Q: 3 clusters Score -1721317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1721326.375000 Penalty: 4805.495117
	Iteration 69Q: 3 clusters Score -1721326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1721327.000000 Penalty: 4805.495117
	Iteration 70Q: 3 clusters Score -1721327 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1721343.125000 Penalty: 4805.495117
	Iteration 71Q: 3 clusters Score -1721343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1721345.875000 Penalty: 4805.495117
	Iteration 72Q: 3 clusters Score -1721346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1721349.375000 Penalty: 4805.495117
	Iteration 73Q: 3 clusters Score -1721349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1721359.375000 Penalty: 4805.495117
	Iteration 74Q: 3 clusters Score -1721359 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1721366.875000 Penalty: 4805.495117
	Iteration 75Q: 3 clusters Score -1721367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1721376.875000 Penalty: 4805.495117
	Iteration 76Q: 3 clusters Score -1721377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1721379.125000 Penalty: 4805.495117
	Iteration 77Q: 3 clusters Score -1721379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1721382.875000 Penalty: 4805.495117
	Iteration 78Q: 3 clusters Score -1721383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1721387.750000 Penalty: 4805.495117
	Iteration 79Q: 3 clusters Score -1721388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1721392.125000 Penalty: 4805.495117
	Iteration 80F: 3 clusters Score -1721392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1721396.250000 Penalty: 4805.495117
	Iteration 81Q: 3 clusters Score -1721396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1721391.125000 Penalty: 4805.495117
	Iteration 82Q: 3 clusters Score -1721391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1721393.000000 Penalty: 4805.495117
	Iteration 83Q: 3 clusters Score -1721393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1721392.625000 Penalty: 4805.495117
	Iteration 84Q: 3 clusters Score -1721393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1721392.125000 Penalty: 4805.495117
	Iteration 85Q: 3 clusters Score -1721392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1721393.500000 Penalty: 4805.495117
	Iteration 86Q: 3 clusters Score -1721394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1721394.750000 Penalty: 4805.495117
	Iteration 87Q: 3 clusters Score -1721395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1721397.625000 Penalty: 4805.495117
	Iteration 88Q: 3 clusters Score -1721398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1721398.875000 Penalty: 4805.495117
	Iteration 89Q: 3 clusters Score -1721399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1721399.250000 Penalty: 4805.495117
	Iteration 90Q: 3 clusters Score -1721399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1721400.500000 Penalty: 4805.495117
	Iteration 91Q: 3 clusters Score -1721400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1721405.625000 Penalty: 4805.495117
	Iteration 92Q: 3 clusters Score -1721406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1721405.875000 Penalty: 4805.495117
	Iteration 93Q: 3 clusters Score -1721406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1721407.375000 Penalty: 4805.495117
	Iteration 94Q: 3 clusters Score -1721407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1721415.375000 Penalty: 4805.495117
	Iteration 95Q: 3 clusters Score -1721415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1721409.375000 Penalty: 4805.495117
	Iteration 96Q: 3 clusters Score -1721409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1721415.000000 Penalty: 4805.495117
	Iteration 97Q: 3 clusters Score -1721415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1721418.750000 Penalty: 4805.495117
	Iteration 98Q: 3 clusters Score -1721419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1721420.375000 Penalty: 4805.495117
	Iteration 99Q: 3 clusters Score -1721420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1721421.375000 Penalty: 4805.495117
	Iteration 100F: 3 clusters Score -1721421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1721422.500000 Penalty: 4805.495117
	Iteration 101Q: 3 clusters Score -1721422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1721425.125000 Penalty: 4805.495117
	Iteration 102Q: 3 clusters Score -1721425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1721426.625000 Penalty: 4805.495117
	Iteration 103Q: 3 clusters Score -1721427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1721425.000000 Penalty: 4805.495117
	Iteration 104Q: 3 clusters Score -1721425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1721427.000000 Penalty: 4805.495117
	Iteration 105Q: 3 clusters Score -1721427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1721430.375000 Penalty: 4805.495117
	Iteration 106Q: 3 clusters Score -1721430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1721431.375000 Penalty: 4805.495117
	Iteration 107Q: 3 clusters Score -1721431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1721430.875000 Penalty: 4805.495117
	Iteration 108Q: 3 clusters Score -1721431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1721435.500000 Penalty: 4805.495117
	Iteration 109Q: 3 clusters Score -1721436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1721436.875000 Penalty: 4805.495117
	Iteration 110Q: 3 clusters Score -1721437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1721436.875000 Penalty: 4805.495117
	Iteration 111Q: 3 clusters Score -1721437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1721437.125000 Penalty: 4805.495117
	Iteration 112Q: 3 clusters Score -1721437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1721438.250000 Penalty: 4805.495117
	Iteration 113Q: 3 clusters Score -1721438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1721440.750000 Penalty: 4805.495117
	Iteration 114Q: 3 clusters Score -1721441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1721438.250000 Penalty: 4805.495117
	Iteration 115Q: 3 clusters Score -1721438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1721438.250000 Penalty: 4805.495117
	Iteration 116F: 3 clusters Score -1721438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Entering Unmasked Estep 
Score: -4847633.000000 Penalty: 2670.422363
	Iteration 0F: 2 clusters Score -4847633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4815533.000000 Penalty: 5340.844727
	Iteration 0F: 3 clusters Score -4815533 nChanged 21894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -4827671.500000 Penalty: 5340.844727
	Iteration 1F: 3 clusters Score -4827672 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4828122.500000 Penalty: 5340.844727
	Iteration 2Q: 3 clusters Score -4828122 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4828645.000000 Penalty: 5340.844727
	Iteration 3Q: 3 clusters Score -4828645 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4829204.000000 Penalty: 5340.844727
	Iteration 4Q: 3 clusters Score -4829204 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4829727.000000 Penalty: 5340.844727
	Iteration 5Q: 3 clusters Score -4829727 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4830419.500000 Penalty: 5340.844727
	Iteration 6Q: 3 clusters Score -4830420 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4831426.500000 Penalty: 5340.844727
	Iteration 7Q: 3 clusters Score -4831426 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4833004.000000 Penalty: 5340.844727
	Iteration 8F: 3 clusters Score -4833004 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4835145.000000 Penalty: 5340.844727
	Iteration 9F: 3 clusters Score -4835145 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4837650.000000 Penalty: 5340.844727
	Iteration 10F: 3 clusters Score -4837650 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4840180.000000 Penalty: 5340.844727
	Iteration 11F: 3 clusters Score -4840180 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4842181.000000 Penalty: 5340.844727
	Iteration 12Q: 3 clusters Score -4842181 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4843567.500000 Penalty: 5340.844727
	Iteration 13Q: 3 clusters Score -4843568 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4844478.000000 Penalty: 5340.844727
	Iteration 14Q: 3 clusters Score -4844478 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4845075.500000 Penalty: 5340.844727
	Iteration 15Q: 3 clusters Score -4845076 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4845432.500000 Penalty: 5340.844727
	Iteration 16Q: 3 clusters Score -4845432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4845642.500000 Penalty: 5340.844727
	Iteration 17Q: 3 clusters Score -4845642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4845735.000000 Penalty: 5340.844727
	Iteration 18Q: 3 clusters Score -4845735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4845787.000000 Penalty: 5340.844727
	Iteration 19Q: 3 clusters Score -4845787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4845812.500000 Penalty: 5340.844727
	Iteration 20F: 3 clusters Score -4845812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4845829.000000 Penalty: 5340.844727
	Iteration 21Q: 3 clusters Score -4845829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4845838.000000 Penalty: 5340.844727
	Iteration 22Q: 3 clusters Score -4845838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4845847.000000 Penalty: 5340.844727
	Iteration 23Q: 3 clusters Score -4845847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4845840.000000 Penalty: 5340.844727
	Iteration 24Q: 3 clusters Score -4845840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4845842.500000 Penalty: 5340.844727
	Iteration 25Q: 3 clusters Score -4845842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4845844.500000 Penalty: 5340.844727
	Iteration 26Q: 3 clusters Score -4845844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4845849.000000 Penalty: 5340.844727
	Iteration 27Q: 3 clusters Score -4845849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4845850.000000 Penalty: 5340.844727
	Iteration 28Q: 3 clusters Score -4845850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4845852.500000 Penalty: 5340.844727
	Iteration 29Q: 3 clusters Score -4845852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4845852.500000 Penalty: 5340.844727
	Iteration 30F: 3 clusters Score -4845852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Entering Unmasked Estep 
Score: -2860944.500000 Penalty: 2528.258057
	Iteration 0F: 2 clusters Score -2860944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2842398.750000 Penalty: 5056.516113
	Iteration 0F: 3 clusters Score -2842399 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2849105.250000 Penalty: 5056.516113
	Iteration 1F: 3 clusters Score -2849105 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2849600.250000 Penalty: 5056.516113
	Iteration 2F: 3 clusters Score -2849600 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2850041.750000 Penalty: 5056.516113
	Iteration 3Q: 3 clusters Score -2850042 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2850525.500000 Penalty: 5056.516113
	Iteration 4Q: 3 clusters Score -2850526 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2851063.500000 Penalty: 5056.516113
	Iteration 5Q: 3 clusters Score -2851064 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2851729.500000 Penalty: 5056.516113
	Iteration 6Q: 3 clusters Score -2851730 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2852576.500000 Penalty: 5056.516113
	Iteration 7F: 3 clusters Score -2852576 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2853633.500000 Penalty: 5056.516113
	Iteration 8F: 3 clusters Score -2853634 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2854832.000000 Penalty: 5056.516113
	Iteration 9F: 3 clusters Score -2854832 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2855924.000000 Penalty: 5056.516113
	Iteration 10F: 3 clusters Score -2855924 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2856606.250000 Penalty: 5056.516113
	Iteration 11Q: 3 clusters Score -2856606 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2856879.250000 Penalty: 5056.516113
	Iteration 12Q: 3 clusters Score -2856879 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2857021.500000 Penalty: 5056.516113
	Iteration 13Q: 3 clusters Score -2857022 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2857122.750000 Penalty: 5056.516113
	Iteration 14Q: 3 clusters Score -2857123 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2857200.250000 Penalty: 5056.516113
	Iteration 15Q: 3 clusters Score -2857200 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2857267.250000 Penalty: 5056.516113
	Iteration 16Q: 3 clusters Score -2857267 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2857322.500000 Penalty: 5056.516113
	Iteration 17Q: 3 clusters Score -2857322 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2857360.500000 Penalty: 5056.516113
	Iteration 18Q: 3 clusters Score -2857360 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2857400.000000 Penalty: 5056.516113
	Iteration 19Q: 3 clusters Score -2857400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2857429.250000 Penalty: 5056.516113
	Iteration 20F: 3 clusters Score -2857429 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2857464.750000 Penalty: 5056.516113
	Iteration 21Q: 3 clusters Score -2857465 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2857499.500000 Penalty: 5056.516113
	Iteration 22Q: 3 clusters Score -2857500 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2857543.000000 Penalty: 5056.516113
	Iteration 23Q: 3 clusters Score -2857543 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2857575.500000 Penalty: 5056.516113
	Iteration 24Q: 3 clusters Score -2857576 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2857611.000000 Penalty: 5056.516113
	Iteration 25Q: 3 clusters Score -2857611 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2857660.750000 Penalty: 5056.516113
	Iteration 26Q: 3 clusters Score -2857661 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2857706.750000 Penalty: 5056.516113
	Iteration 27Q: 3 clusters Score -2857707 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2857741.500000 Penalty: 5056.516113
	Iteration 28Q: 3 clusters Score -2857742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2857782.250000 Penalty: 5056.516113
	Iteration 29Q: 3 clusters Score -2857782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2857821.750000 Penalty: 5056.516113
	Iteration 30Q: 3 clusters Score -2857822 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2857864.000000 Penalty: 5056.516113
	Iteration 31Q: 3 clusters Score -2857864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2857896.500000 Penalty: 5056.516113
	Iteration 32Q: 3 clusters Score -2857896 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2857923.750000 Penalty: 5056.516113
	Iteration 33Q: 3 clusters Score -2857924 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2857975.250000 Penalty: 5056.516113
	Iteration 34Q: 3 clusters Score -2857975 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2858008.250000 Penalty: 5056.516113
	Iteration 35Q: 3 clusters Score -2858008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2858050.750000 Penalty: 5056.516113
	Iteration 36Q: 3 clusters Score -2858051 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2858106.000000 Penalty: 5056.516113
	Iteration 37Q: 3 clusters Score -2858106 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2858147.500000 Penalty: 5056.516113
	Iteration 38Q: 3 clusters Score -2858148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2858175.000000 Penalty: 5056.516113
	Iteration 39Q: 3 clusters Score -2858175 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2858217.000000 Penalty: 5056.516113
	Iteration 40F: 3 clusters Score -2858217 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2858254.500000 Penalty: 5056.516113
	Iteration 41Q: 3 clusters Score -2858254 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2858289.500000 Penalty: 5056.516113
	Iteration 42Q: 3 clusters Score -2858290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2858323.000000 Penalty: 5056.516113
	Iteration 43Q: 3 clusters Score -2858323 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2858342.000000 Penalty: 5056.516113
	Iteration 44Q: 3 clusters Score -2858342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2858371.750000 Penalty: 5056.516113
	Iteration 45Q: 3 clusters Score -2858372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2858387.500000 Penalty: 5056.516113
	Iteration 46Q: 3 clusters Score -2858388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2858396.500000 Penalty: 5056.516113
	Iteration 47Q: 3 clusters Score -2858396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2858411.250000 Penalty: 5056.516113
	Iteration 48Q: 3 clusters Score -2858411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2858421.250000 Penalty: 5056.516113
	Iteration 49Q: 3 clusters Score -2858421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2858417.500000 Penalty: 5056.516113
	Iteration 50Q: 3 clusters Score -2858418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2858435.000000 Penalty: 5056.516113
	Iteration 51Q: 3 clusters Score -2858435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2858445.750000 Penalty: 5056.516113
	Iteration 52Q: 3 clusters Score -2858446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2858457.500000 Penalty: 5056.516113
	Iteration 53Q: 3 clusters Score -2858458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2858466.250000 Penalty: 5056.516113
	Iteration 54Q: 3 clusters Score -2858466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2858474.750000 Penalty: 5056.516113
	Iteration 55Q: 3 clusters Score -2858475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2858486.250000 Penalty: 5056.516113
	Iteration 56Q: 3 clusters Score -2858486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2858504.250000 Penalty: 5056.516113
	Iteration 57Q: 3 clusters Score -2858504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2858514.500000 Penalty: 5056.516113
	Iteration 58Q: 3 clusters Score -2858514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2858530.500000 Penalty: 5056.516113
	Iteration 59Q: 3 clusters Score -2858530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2858541.000000 Penalty: 5056.516113
	Iteration 60F: 3 clusters Score -2858541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2858554.500000 Penalty: 5056.516113
	Iteration 61Q: 3 clusters Score -2858554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2858571.750000 Penalty: 5056.516113
	Iteration 62Q: 3 clusters Score -2858572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2858585.750000 Penalty: 5056.516113
	Iteration 63Q: 3 clusters Score -2858586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2858604.250000 Penalty: 5056.516113
	Iteration 64Q: 3 clusters Score -2858604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2858618.000000 Penalty: 5056.516113
	Iteration 65Q: 3 clusters Score -2858618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2858636.500000 Penalty: 5056.516113
	Iteration 66Q: 3 clusters Score -2858636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2858648.750000 Penalty: 5056.516113
	Iteration 67Q: 3 clusters Score -2858649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2858664.000000 Penalty: 5056.516113
	Iteration 68Q: 3 clusters Score -2858664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2858670.250000 Penalty: 5056.516113
	Iteration 69Q: 3 clusters Score -2858670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2858680.000000 Penalty: 5056.516113
	Iteration 70Q: 3 clusters Score -2858680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2858689.750000 Penalty: 5056.516113
	Iteration 71Q: 3 clusters Score -2858690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2858708.750000 Penalty: 5056.516113
	Iteration 72Q: 3 clusters Score -2858709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2858713.500000 Penalty: 5056.516113
	Iteration 73Q: 3 clusters Score -2858714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2858724.250000 Penalty: 5056.516113
	Iteration 74Q: 3 clusters Score -2858724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2858726.500000 Penalty: 5056.516113
	Iteration 75Q: 3 clusters Score -2858726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2858731.250000 Penalty: 5056.516113
	Iteration 76Q: 3 clusters Score -2858731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2858741.250000 Penalty: 5056.516113
	Iteration 77Q: 3 clusters Score -2858741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2858748.500000 Penalty: 5056.516113
	Iteration 78Q: 3 clusters Score -2858748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2858748.750000 Penalty: 5056.516113
	Iteration 79Q: 3 clusters Score -2858749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2858758.750000 Penalty: 5056.516113
	Iteration 80F: 3 clusters Score -2858759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2858760.500000 Penalty: 5056.516113
	Iteration 81Q: 3 clusters Score -2858760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2858764.250000 Penalty: 5056.516113
	Iteration 82Q: 3 clusters Score -2858764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2858765.250000 Penalty: 5056.516113
	Iteration 83Q: 3 clusters Score -2858765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2858766.500000 Penalty: 5056.516113
	Iteration 84Q: 3 clusters Score -2858766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2858768.000000 Penalty: 5056.516113
	Iteration 85Q: 3 clusters Score -2858768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2858770.250000 Penalty: 5056.516113
	Iteration 86Q: 3 clusters Score -2858770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2858772.750000 Penalty: 5056.516113
	Iteration 87Q: 3 clusters Score -2858773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2858783.000000 Penalty: 5056.516113
	Iteration 88Q: 3 clusters Score -2858783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2858789.500000 Penalty: 5056.516113
	Iteration 89Q: 3 clusters Score -2858790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2858789.250000 Penalty: 5056.516113
	Iteration 90Q: 3 clusters Score -2858789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2858788.250000 Penalty: 5056.516113
	Iteration 91Q: 3 clusters Score -2858788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2858798.250000 Penalty: 5056.516113
	Iteration 92Q: 3 clusters Score -2858798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2858798.500000 Penalty: 5056.516113
	Iteration 93Q: 3 clusters Score -2858798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2858800.750000 Penalty: 5056.516113
	Iteration 94Q: 3 clusters Score -2858801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2858804.500000 Penalty: 5056.516113
	Iteration 95Q: 3 clusters Score -2858804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2858815.250000 Penalty: 5056.516113
	Iteration 96Q: 3 clusters Score -2858815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2858818.750000 Penalty: 5056.516113
	Iteration 97Q: 3 clusters Score -2858819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2858821.750000 Penalty: 5056.516113
	Iteration 98Q: 3 clusters Score -2858822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2858828.750000 Penalty: 5056.516113
	Iteration 99Q: 3 clusters Score -2858829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2858832.750000 Penalty: 5056.516113
	Iteration 100F: 3 clusters Score -2858833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2858833.000000 Penalty: 5056.516113
	Iteration 101Q: 3 clusters Score -2858833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2858833.250000 Penalty: 5056.516113
	Iteration 102Q: 3 clusters Score -2858833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2858833.000000 Penalty: 5056.516113
	Iteration 103Q: 3 clusters Score -2858833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2858835.500000 Penalty: 5056.516113
	Iteration 104Q: 3 clusters Score -2858836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2858834.000000 Penalty: 5056.516113
	Iteration 105Q: 3 clusters Score -2858834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2858839.500000 Penalty: 5056.516113
	Iteration 106Q: 3 clusters Score -2858840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2858839.750000 Penalty: 5056.516113
	Iteration 107Q: 3 clusters Score -2858840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2858841.500000 Penalty: 5056.516113
	Iteration 108Q: 3 clusters Score -2858842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2858839.500000 Penalty: 5056.516113
	Iteration 109Q: 3 clusters Score -2858840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2858841.000000 Penalty: 5056.516113
	Iteration 110Q: 3 clusters Score -2858841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2858842.250000 Penalty: 5056.516113
	Iteration 111Q: 3 clusters Score -2858842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2858844.500000 Penalty: 5056.516113
	Iteration 112Q: 3 clusters Score -2858844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2858844.500000 Penalty: 5056.516113
	Iteration 113Q: 3 clusters Score -2858844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2858851.750000 Penalty: 5056.516113
	Iteration 114Q: 3 clusters Score -2858852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2858846.000000 Penalty: 5056.516113
	Iteration 115Q: 3 clusters Score -2858846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2858847.000000 Penalty: 5056.516113
	Iteration 116Q: 3 clusters Score -2858847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2858842.750000 Penalty: 5056.516113
	Iteration 117Q: 3 clusters Score -2858843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2858846.000000 Penalty: 5056.516113
	Iteration 118Q: 3 clusters Score -2858846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2858844.250000 Penalty: 5056.516113
	Iteration 119Q: 3 clusters Score -2858844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2858848.250000 Penalty: 5056.516113
	Iteration 120F: 3 clusters Score -2858848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2858850.750000 Penalty: 5056.516113
	Iteration 121Q: 3 clusters Score -2858851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2858848.750000 Penalty: 5056.516113
	Iteration 122Q: 3 clusters Score -2858849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2858852.750000 Penalty: 5056.516113
	Iteration 123Q: 3 clusters Score -2858853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2858851.000000 Penalty: 5056.516113
	Iteration 124Q: 3 clusters Score -2858851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2858850.750000 Penalty: 5056.516113
	Iteration 125Q: 3 clusters Score -2858851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2858855.500000 Penalty: 5056.516113
	Iteration 126Q: 3 clusters Score -2858856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2858854.500000 Penalty: 5056.516113
	Iteration 127Q: 3 clusters Score -2858854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2858856.750000 Penalty: 5056.516113
	Iteration 128Q: 3 clusters Score -2858857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2858852.000000 Penalty: 5056.516113
	Iteration 129Q: 3 clusters Score -2858852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2858854.750000 Penalty: 5056.516113
	Iteration 130Q: 3 clusters Score -2858855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2858854.250000 Penalty: 5056.516113
	Iteration 131Q: 3 clusters Score -2858854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2858859.750000 Penalty: 5056.516113
	Iteration 132Q: 3 clusters Score -2858860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2858860.750000 Penalty: 5056.516113
	Iteration 133Q: 3 clusters Score -2858861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2858860.750000 Penalty: 5056.516113
	Iteration 134F: 3 clusters Score -2858861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -71257.414062 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -71257.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69562.125000 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -69562.12 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69943.382812 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -69943.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70193.468750 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -70193.47 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70349.671875 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -70349.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -70458.742188 Penalty: 3301.736328
	Iteration 4F: 3 clusters Score -70458.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -70586.257812 Penalty: 3301.736328
	Iteration 5F: 3 clusters Score -70586.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -70700.148438 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -70700.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -70782.578125 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -70782.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -71071.515625 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -71071.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -71332.609375 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -71332.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -71365.382812 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -71365.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71401.375000 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -71401.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -71410.656250 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -71410.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71415.695312 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -71415.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71415.695312 Penalty: 3301.736328
	Iteration 14F: 3 clusters Score -71415.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47469 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 154 members 
Mstep: Class 6 contains 206242 members 
Mstep: Class 7 contains 624 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229034 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
Score: -70074888.000000 Penalty: 53300.515625
Splitting cluster 5 changes total score from -70076424.000000 to -70074888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (206242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206242 members 
Entering Unmasked Estep 
Score: -21504812.000000 Penalty: 3034.727783
	Iteration 0F: 2 clusters Score -2.150481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103386 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
Score: -21373876.000000 Penalty: 6069.455566
	Iteration 0F: 3 clusters Score -2.137388e+07 nChanged 98898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 96894 members 
Entering Unmasked Estep 
Score: -21432396.000000 Penalty: 6069.455566
	Iteration 1F: 3 clusters Score -2.14324e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 92647 members 
Entering Unmasked Estep 
Score: -21434416.000000 Penalty: 6069.455566
	Iteration 2Q: 3 clusters Score -2.143442e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120181 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -21437304.000000 Penalty: 6069.455566
	Iteration 3Q: 3 clusters Score -2.14373e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 76332 members 
Entering Unmasked Estep 
Score: -21442294.000000 Penalty: 6069.455566
	Iteration 4F: 3 clusters Score -2.144229e+07 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143512 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -21450990.000000 Penalty: 6069.455566
	Iteration 5F: 3 clusters Score -2.145099e+07 nChanged 17158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160196 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -21463358.000000 Penalty: 6069.455566
	Iteration 6F: 3 clusters Score -2.146336e+07 nChanged 17206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177218 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -21477936.000000 Penalty: 6069.455566
	Iteration 7F: 3 clusters Score -2.147794e+07 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190650 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -21490938.000000 Penalty: 6069.455566
	Iteration 8F: 3 clusters Score -2.149094e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198701 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -21499218.000000 Penalty: 6069.455566
	Iteration 9Q: 3 clusters Score -2.149922e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202317 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -21501706.000000 Penalty: 6069.455566
	Iteration 10Q: 3 clusters Score -2.150171e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203673 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -21502514.000000 Penalty: 6069.455566
	Iteration 11Q: 3 clusters Score -2.150251e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204230 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -21502798.000000 Penalty: 6069.455566
	Iteration 12Q: 3 clusters Score -2.15028e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204499 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -21502974.000000 Penalty: 6069.455566
	Iteration 13Q: 3 clusters Score -2.150297e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204647 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21503018.000000 Penalty: 6069.455566
	Iteration 14Q: 3 clusters Score -2.150302e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204746 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21503116.000000 Penalty: 6069.455566
	Iteration 15Q: 3 clusters Score -2.150312e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204799 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -21503204.000000 Penalty: 6069.455566
	Iteration 16Q: 3 clusters Score -2.15032e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204836 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -21503232.000000 Penalty: 6069.455566
	Iteration 17Q: 3 clusters Score -2.150323e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204862 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -21503274.000000 Penalty: 6069.455566
	Iteration 18Q: 3 clusters Score -2.150327e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204880 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -21503270.000000 Penalty: 6069.455566
	Iteration 19Q: 3 clusters Score -2.150327e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204885 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21503266.000000 Penalty: 6069.455566
	Iteration 20F: 3 clusters Score -2.150327e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204898 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21503270.000000 Penalty: 6069.455566
	Iteration 21Q: 3 clusters Score -2.150327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204910 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21503268.000000 Penalty: 6069.455566
	Iteration 22Q: 3 clusters Score -2.150327e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204923 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21503268.000000 Penalty: 6069.455566
	Iteration 23Q: 3 clusters Score -2.150327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204938 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21503294.000000 Penalty: 6069.455566
	Iteration 24Q: 3 clusters Score -2.150329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204946 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21503290.000000 Penalty: 6069.455566
	Iteration 25Q: 3 clusters Score -2.150329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204946 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21503302.000000 Penalty: 6069.455566
	Iteration 26Q: 3 clusters Score -2.15033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204950 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21503296.000000 Penalty: 6069.455566
	Iteration 27Q: 3 clusters Score -2.15033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204955 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21503300.000000 Penalty: 6069.455566
	Iteration 28Q: 3 clusters Score -2.15033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204955 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21503284.000000 Penalty: 6069.455566
	Iteration 29Q: 3 clusters Score -2.150328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204956 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -21503302.000000 Penalty: 6069.455566
	Iteration 30Q: 3 clusters Score -2.15033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204956 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -21503302.000000 Penalty: 6069.455566
	Iteration 31F: 3 clusters Score -2.15033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Entering Unmasked Estep 
Score: -1810766.750000 Penalty: 2415.161377
	Iteration 0F: 2 clusters Score -1810767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1798710.625000 Penalty: 4830.322754
	Iteration 0F: 3 clusters Score -1798711 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1802656.750000 Penalty: 4830.322754
	Iteration 1F: 3 clusters Score -1802657 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1803025.500000 Penalty: 4830.322754
	Iteration 2F: 3 clusters Score -1803026 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1803293.875000 Penalty: 4830.322754
	Iteration 3Q: 3 clusters Score -1803294 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1803487.625000 Penalty: 4830.322754
	Iteration 4Q: 3 clusters Score -1803488 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1803640.750000 Penalty: 4830.322754
	Iteration 5Q: 3 clusters Score -1803641 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1803793.125000 Penalty: 4830.322754
	Iteration 6Q: 3 clusters Score -1803793 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1803936.250000 Penalty: 4830.322754
	Iteration 7Q: 3 clusters Score -1803936 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1804113.125000 Penalty: 4830.322754
	Iteration 8Q: 3 clusters Score -1804113 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1804314.125000 Penalty: 4830.322754
	Iteration 9Q: 3 clusters Score -1804314 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1804570.375000 Penalty: 4830.322754
	Iteration 10Q: 3 clusters Score -1804570 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1804932.250000 Penalty: 4830.322754
	Iteration 11Q: 3 clusters Score -1804932 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1805414.000000 Penalty: 4830.322754
	Iteration 12Q: 3 clusters Score -1805414 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1806034.625000 Penalty: 4830.322754
	Iteration 13F: 3 clusters Score -1806035 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1806661.625000 Penalty: 4830.322754
	Iteration 14Q: 3 clusters Score -1806662 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1807270.625000 Penalty: 4830.322754
	Iteration 15Q: 3 clusters Score -1807271 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1807760.125000 Penalty: 4830.322754
	Iteration 16Q: 3 clusters Score -1807760 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -1808088.875000 Penalty: 4830.322754
	Iteration 17Q: 3 clusters Score -1808089 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1808295.250000 Penalty: 4830.322754
	Iteration 18Q: 3 clusters Score -1808295 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1808432.125000 Penalty: 4830.322754
	Iteration 19Q: 3 clusters Score -1808432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1808538.375000 Penalty: 4830.322754
	Iteration 20F: 3 clusters Score -1808538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1808605.875000 Penalty: 4830.322754
	Iteration 21Q: 3 clusters Score -1808606 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -1808644.000000 Penalty: 4830.322754
	Iteration 22Q: 3 clusters Score -1808644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1808673.375000 Penalty: 4830.322754
	Iteration 23Q: 3 clusters Score -1808673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1808691.500000 Penalty: 4830.322754
	Iteration 24Q: 3 clusters Score -1808692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1808703.000000 Penalty: 4830.322754
	Iteration 25Q: 3 clusters Score -1808703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1808711.750000 Penalty: 4830.322754
	Iteration 26Q: 3 clusters Score -1808712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -1808715.500000 Penalty: 4830.322754
	Iteration 27Q: 3 clusters Score -1808716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1808717.375000 Penalty: 4830.322754
	Iteration 28Q: 3 clusters Score -1808717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1808720.625000 Penalty: 4830.322754
	Iteration 29Q: 3 clusters Score -1808721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -1808724.500000 Penalty: 4830.322754
	Iteration 30Q: 3 clusters Score -1808724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1808725.125000 Penalty: 4830.322754
	Iteration 31Q: 3 clusters Score -1808725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1808725.125000 Penalty: 4830.322754
	Iteration 32F: 3 clusters Score -1808725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Entering Unmasked Estep 
Score: -2492160.750000 Penalty: 2493.737549
	Iteration 0F: 2 clusters Score -2492161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2475911.500000 Penalty: 4987.475098
	Iteration 0F: 3 clusters Score -2475912 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2481661.250000 Penalty: 4987.475098
	Iteration 1F: 3 clusters Score -2481661 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2482161.000000 Penalty: 4987.475098
	Iteration 2F: 3 clusters Score -2482161 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2482671.500000 Penalty: 4987.475098
	Iteration 3F: 3 clusters Score -2482672 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2483284.750000 Penalty: 4987.475098
	Iteration 4F: 3 clusters Score -2483285 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2484090.500000 Penalty: 4987.475098
	Iteration 5F: 3 clusters Score -2484090 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2485157.000000 Penalty: 4987.475098
	Iteration 6F: 3 clusters Score -2485157 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2486337.000000 Penalty: 4987.475098
	Iteration 7F: 3 clusters Score -2486337 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2487544.500000 Penalty: 4987.475098
	Iteration 8F: 3 clusters Score -2487544 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2488457.750000 Penalty: 4987.475098
	Iteration 9Q: 3 clusters Score -2488458 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2488951.250000 Penalty: 4987.475098
	Iteration 10Q: 3 clusters Score -2488951 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2489204.500000 Penalty: 4987.475098
	Iteration 11Q: 3 clusters Score -2489204 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2489351.750000 Penalty: 4987.475098
	Iteration 12Q: 3 clusters Score -2489352 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2489462.500000 Penalty: 4987.475098
	Iteration 13Q: 3 clusters Score -2489462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2489546.250000 Penalty: 4987.475098
	Iteration 14Q: 3 clusters Score -2489546 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2489604.750000 Penalty: 4987.475098
	Iteration 15Q: 3 clusters Score -2489605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2489651.750000 Penalty: 4987.475098
	Iteration 16Q: 3 clusters Score -2489652 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2489701.000000 Penalty: 4987.475098
	Iteration 17Q: 3 clusters Score -2489701 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2489735.250000 Penalty: 4987.475098
	Iteration 18Q: 3 clusters Score -2489735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2489771.750000 Penalty: 4987.475098
	Iteration 19Q: 3 clusters Score -2489772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2489795.250000 Penalty: 4987.475098
	Iteration 20F: 3 clusters Score -2489795 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2489823.000000 Penalty: 4987.475098
	Iteration 21Q: 3 clusters Score -2489823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2489855.000000 Penalty: 4987.475098
	Iteration 22Q: 3 clusters Score -2489855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2489876.750000 Penalty: 4987.475098
	Iteration 23Q: 3 clusters Score -2489877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2489895.750000 Penalty: 4987.475098
	Iteration 24Q: 3 clusters Score -2489896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2489908.000000 Penalty: 4987.475098
	Iteration 25Q: 3 clusters Score -2489908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2489913.750000 Penalty: 4987.475098
	Iteration 26Q: 3 clusters Score -2489914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -2489924.500000 Penalty: 4987.475098
	Iteration 27Q: 3 clusters Score -2489924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2489922.500000 Penalty: 4987.475098
	Iteration 28Q: 3 clusters Score -2489922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2489929.000000 Penalty: 4987.475098
	Iteration 29Q: 3 clusters Score -2489929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2489931.250000 Penalty: 4987.475098
	Iteration 30Q: 3 clusters Score -2489931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2489935.250000 Penalty: 4987.475098
	Iteration 31Q: 3 clusters Score -2489935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2489937.750000 Penalty: 4987.475098
	Iteration 32Q: 3 clusters Score -2489938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2489937.500000 Penalty: 4987.475098
	Iteration 33Q: 3 clusters Score -2489938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2489937.000000 Penalty: 4987.475098
	Iteration 34Q: 3 clusters Score -2489937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2489946.000000 Penalty: 4987.475098
	Iteration 35Q: 3 clusters Score -2489946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2489944.750000 Penalty: 4987.475098
	Iteration 36Q: 3 clusters Score -2489945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2489947.750000 Penalty: 4987.475098
	Iteration 37Q: 3 clusters Score -2489948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2489947.750000 Penalty: 4987.475098
	Iteration 38F: 3 clusters Score -2489948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Entering Unmasked Estep 
Score: -2518755.250000 Penalty: 2498.014648
	Iteration 0F: 2 clusters Score -2518755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2502210.500000 Penalty: 4996.029297
	Iteration 0F: 3 clusters Score -2502210 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2508000.500000 Penalty: 4996.029297
	Iteration 1F: 3 clusters Score -2508000 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2508424.750000 Penalty: 4996.029297
	Iteration 2Q: 3 clusters Score -2508425 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2508826.750000 Penalty: 4996.029297
	Iteration 3Q: 3 clusters Score -2508827 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2509235.250000 Penalty: 4996.029297
	Iteration 4Q: 3 clusters Score -2509235 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2509686.000000 Penalty: 4996.029297
	Iteration 5Q: 3 clusters Score -2509686 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2510206.000000 Penalty: 4996.029297
	Iteration 6Q: 3 clusters Score -2510206 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2510717.250000 Penalty: 4996.029297
	Iteration 7Q: 3 clusters Score -2510717 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2511271.250000 Penalty: 4996.029297
	Iteration 8Q: 3 clusters Score -2511271 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2511819.750000 Penalty: 4996.029297
	Iteration 9Q: 3 clusters Score -2511820 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2512428.250000 Penalty: 4996.029297
	Iteration 10Q: 3 clusters Score -2512428 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2513054.750000 Penalty: 4996.029297
	Iteration 11Q: 3 clusters Score -2513055 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2513692.000000 Penalty: 4996.029297
	Iteration 12Q: 3 clusters Score -2513692 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2514245.000000 Penalty: 4996.029297
	Iteration 13Q: 3 clusters Score -2514245 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2514628.500000 Penalty: 4996.029297
	Iteration 14Q: 3 clusters Score -2514628 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2514905.250000 Penalty: 4996.029297
	Iteration 15Q: 3 clusters Score -2514905 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2515051.250000 Penalty: 4996.029297
	Iteration 16Q: 3 clusters Score -2515051 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2515185.500000 Penalty: 4996.029297
	Iteration 17Q: 3 clusters Score -2515186 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2515282.000000 Penalty: 4996.029297
	Iteration 18Q: 3 clusters Score -2515282 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2515363.750000 Penalty: 4996.029297
	Iteration 19Q: 3 clusters Score -2515364 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2515436.250000 Penalty: 4996.029297
	Iteration 20F: 3 clusters Score -2515436 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2515497.000000 Penalty: 4996.029297
	Iteration 21Q: 3 clusters Score -2515497 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2515557.250000 Penalty: 4996.029297
	Iteration 22Q: 3 clusters Score -2515557 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2515611.250000 Penalty: 4996.029297
	Iteration 23Q: 3 clusters Score -2515611 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2515656.250000 Penalty: 4996.029297
	Iteration 24Q: 3 clusters Score -2515656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2515693.500000 Penalty: 4996.029297
	Iteration 25Q: 3 clusters Score -2515694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2515733.000000 Penalty: 4996.029297
	Iteration 26Q: 3 clusters Score -2515733 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2515754.000000 Penalty: 4996.029297
	Iteration 27Q: 3 clusters Score -2515754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2515786.250000 Penalty: 4996.029297
	Iteration 28Q: 3 clusters Score -2515786 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2515829.250000 Penalty: 4996.029297
	Iteration 29Q: 3 clusters Score -2515829 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2515864.000000 Penalty: 4996.029297
	Iteration 30Q: 3 clusters Score -2515864 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2515902.750000 Penalty: 4996.029297
	Iteration 31Q: 3 clusters Score -2515903 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2515956.500000 Penalty: 4996.029297
	Iteration 32Q: 3 clusters Score -2515956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2515984.000000 Penalty: 4996.029297
	Iteration 33Q: 3 clusters Score -2515984 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2516017.500000 Penalty: 4996.029297
	Iteration 34Q: 3 clusters Score -2516018 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2516080.750000 Penalty: 4996.029297
	Iteration 35Q: 3 clusters Score -2516081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2516130.500000 Penalty: 4996.029297
	Iteration 36Q: 3 clusters Score -2516130 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2516174.750000 Penalty: 4996.029297
	Iteration 37Q: 3 clusters Score -2516175 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2516210.500000 Penalty: 4996.029297
	Iteration 38Q: 3 clusters Score -2516210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2516248.250000 Penalty: 4996.029297
	Iteration 39Q: 3 clusters Score -2516248 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2516298.000000 Penalty: 4996.029297
	Iteration 40F: 3 clusters Score -2516298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2516337.000000 Penalty: 4996.029297
	Iteration 41Q: 3 clusters Score -2516337 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2516382.000000 Penalty: 4996.029297
	Iteration 42Q: 3 clusters Score -2516382 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2516426.250000 Penalty: 4996.029297
	Iteration 43Q: 3 clusters Score -2516426 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2516475.250000 Penalty: 4996.029297
	Iteration 44Q: 3 clusters Score -2516475 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2516521.500000 Penalty: 4996.029297
	Iteration 45Q: 3 clusters Score -2516522 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2516545.500000 Penalty: 4996.029297
	Iteration 46Q: 3 clusters Score -2516546 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2516589.500000 Penalty: 4996.029297
	Iteration 47Q: 3 clusters Score -2516590 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2516632.500000 Penalty: 4996.029297
	Iteration 48Q: 3 clusters Score -2516632 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2516667.000000 Penalty: 4996.029297
	Iteration 49Q: 3 clusters Score -2516667 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2516689.500000 Penalty: 4996.029297
	Iteration 50Q: 3 clusters Score -2516690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2516721.250000 Penalty: 4996.029297
	Iteration 51Q: 3 clusters Score -2516721 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2516755.750000 Penalty: 4996.029297
	Iteration 52Q: 3 clusters Score -2516756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2516797.000000 Penalty: 4996.029297
	Iteration 53Q: 3 clusters Score -2516797 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2516813.750000 Penalty: 4996.029297
	Iteration 54Q: 3 clusters Score -2516814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2516845.750000 Penalty: 4996.029297
	Iteration 55Q: 3 clusters Score -2516846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2516875.250000 Penalty: 4996.029297
	Iteration 56Q: 3 clusters Score -2516875 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2516894.500000 Penalty: 4996.029297
	Iteration 57Q: 3 clusters Score -2516894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2516940.750000 Penalty: 4996.029297
	Iteration 58Q: 3 clusters Score -2516941 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2516973.500000 Penalty: 4996.029297
	Iteration 59Q: 3 clusters Score -2516974 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -2516998.250000 Penalty: 4996.029297
	Iteration 60F: 3 clusters Score -2516998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2517028.750000 Penalty: 4996.029297
	Iteration 61Q: 3 clusters Score -2517029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2517054.000000 Penalty: 4996.029297
	Iteration 62Q: 3 clusters Score -2517054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2517060.250000 Penalty: 4996.029297
	Iteration 63Q: 3 clusters Score -2517060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2517089.750000 Penalty: 4996.029297
	Iteration 64Q: 3 clusters Score -2517090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2517106.500000 Penalty: 4996.029297
	Iteration 65Q: 3 clusters Score -2517106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2517145.750000 Penalty: 4996.029297
	Iteration 66Q: 3 clusters Score -2517146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2517160.750000 Penalty: 4996.029297
	Iteration 67Q: 3 clusters Score -2517161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2517173.750000 Penalty: 4996.029297
	Iteration 68Q: 3 clusters Score -2517174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2517184.250000 Penalty: 4996.029297
	Iteration 69Q: 3 clusters Score -2517184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2517194.750000 Penalty: 4996.029297
	Iteration 70Q: 3 clusters Score -2517195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2517209.750000 Penalty: 4996.029297
	Iteration 71Q: 3 clusters Score -2517210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2517224.750000 Penalty: 4996.029297
	Iteration 72Q: 3 clusters Score -2517225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2517237.500000 Penalty: 4996.029297
	Iteration 73Q: 3 clusters Score -2517238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2517242.750000 Penalty: 4996.029297
	Iteration 74Q: 3 clusters Score -2517243 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2517252.500000 Penalty: 4996.029297
	Iteration 75Q: 3 clusters Score -2517252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2517257.500000 Penalty: 4996.029297
	Iteration 76Q: 3 clusters Score -2517258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2517266.000000 Penalty: 4996.029297
	Iteration 77Q: 3 clusters Score -2517266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2517267.000000 Penalty: 4996.029297
	Iteration 78Q: 3 clusters Score -2517267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2517276.250000 Penalty: 4996.029297
	Iteration 79Q: 3 clusters Score -2517276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2517283.250000 Penalty: 4996.029297
	Iteration 80F: 3 clusters Score -2517283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2517289.250000 Penalty: 4996.029297
	Iteration 81Q: 3 clusters Score -2517289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2517292.000000 Penalty: 4996.029297
	Iteration 82Q: 3 clusters Score -2517292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2517298.250000 Penalty: 4996.029297
	Iteration 83Q: 3 clusters Score -2517298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2517306.250000 Penalty: 4996.029297
	Iteration 84Q: 3 clusters Score -2517306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2517310.250000 Penalty: 4996.029297
	Iteration 85Q: 3 clusters Score -2517310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2517307.000000 Penalty: 4996.029297
	Iteration 86Q: 3 clusters Score -2517307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2517308.750000 Penalty: 4996.029297
	Iteration 87Q: 3 clusters Score -2517309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2517309.000000 Penalty: 4996.029297
	Iteration 88Q: 3 clusters Score -2517309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2517312.250000 Penalty: 4996.029297
	Iteration 89Q: 3 clusters Score -2517312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2517314.250000 Penalty: 4996.029297
	Iteration 90Q: 3 clusters Score -2517314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2517321.000000 Penalty: 4996.029297
	Iteration 91Q: 3 clusters Score -2517321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2517329.000000 Penalty: 4996.029297
	Iteration 92Q: 3 clusters Score -2517329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2517333.000000 Penalty: 4996.029297
	Iteration 93Q: 3 clusters Score -2517333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2517330.750000 Penalty: 4996.029297
	Iteration 94Q: 3 clusters Score -2517331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2517326.000000 Penalty: 4996.029297
	Iteration 95Q: 3 clusters Score -2517326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2517326.250000 Penalty: 4996.029297
	Iteration 96Q: 3 clusters Score -2517326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2517329.750000 Penalty: 4996.029297
	Iteration 97Q: 3 clusters Score -2517330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2517328.250000 Penalty: 4996.029297
	Iteration 98Q: 3 clusters Score -2517328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2517326.000000 Penalty: 4996.029297
	Iteration 99Q: 3 clusters Score -2517326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2517325.000000 Penalty: 4996.029297
	Iteration 100F: 3 clusters Score -2517325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2517325.750000 Penalty: 4996.029297
	Iteration 101Q: 3 clusters Score -2517326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2517332.000000 Penalty: 4996.029297
	Iteration 102Q: 3 clusters Score -2517332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2517334.250000 Penalty: 4996.029297
	Iteration 103Q: 3 clusters Score -2517334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2517335.500000 Penalty: 4996.029297
	Iteration 104Q: 3 clusters Score -2517336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2517335.500000 Penalty: 4996.029297
	Iteration 105Q: 3 clusters Score -2517336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2517339.000000 Penalty: 4996.029297
	Iteration 106Q: 3 clusters Score -2517339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2517336 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2517335.500000 Penalty: 4996.029297
	Iteration 108F: 3 clusters Score -2517336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28304 members 
Entering Unmasked Estep 
Score: -3020837.500000 Penalty: 2542.187988
	Iteration 0F: 2 clusters Score -3020838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3001361.750000 Penalty: 5084.375977
	Iteration 0F: 3 clusters Score -3001362 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3008053.000000 Penalty: 5084.375977
	Iteration 1F: 3 clusters Score -3008053 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3008447.250000 Penalty: 5084.375977
	Iteration 2Q: 3 clusters Score -3008447 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3008785.000000 Penalty: 5084.375977
	Iteration 3Q: 3 clusters Score -3008785 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3009075.000000 Penalty: 5084.375977
	Iteration 4Q: 3 clusters Score -3009075 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3009365.000000 Penalty: 5084.375977
	Iteration 5Q: 3 clusters Score -3009365 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3009692.750000 Penalty: 5084.375977
	Iteration 6Q: 3 clusters Score -3009693 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3010149.500000 Penalty: 5084.375977
	Iteration 7Q: 3 clusters Score -3010150 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3010822.500000 Penalty: 5084.375977
	Iteration 8Q: 3 clusters Score -3010822 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3011820.250000 Penalty: 5084.375977
	Iteration 9F: 3 clusters Score -3011820 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3013322.750000 Penalty: 5084.375977
	Iteration 10F: 3 clusters Score -3013323 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3015162.500000 Penalty: 5084.375977
	Iteration 11F: 3 clusters Score -3015162 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3016720.250000 Penalty: 5084.375977
	Iteration 12F: 3 clusters Score -3016720 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3017693.000000 Penalty: 5084.375977
	Iteration 13Q: 3 clusters Score -3017693 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3018189.750000 Penalty: 5084.375977
	Iteration 14Q: 3 clusters Score -3018190 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3018418.000000 Penalty: 5084.375977
	Iteration 15Q: 3 clusters Score -3018418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3018538.250000 Penalty: 5084.375977
	Iteration 16Q: 3 clusters Score -3018538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -3018599.750000 Penalty: 5084.375977
	Iteration 17Q: 3 clusters Score -3018600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3018633.000000 Penalty: 5084.375977
	Iteration 18Q: 3 clusters Score -3018633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3018663.750000 Penalty: 5084.375977
	Iteration 19Q: 3 clusters Score -3018664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -3018688.250000 Penalty: 5084.375977
	Iteration 20F: 3 clusters Score -3018688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -3018697.000000 Penalty: 5084.375977
	Iteration 21Q: 3 clusters Score -3018697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3018715.750000 Penalty: 5084.375977
	Iteration 22Q: 3 clusters Score -3018716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3018725.500000 Penalty: 5084.375977
	Iteration 23Q: 3 clusters Score -3018726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3018729.750000 Penalty: 5084.375977
	Iteration 24Q: 3 clusters Score -3018730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3018731.500000 Penalty: 5084.375977
	Iteration 25Q: 3 clusters Score -3018732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3018736.500000 Penalty: 5084.375977
	Iteration 26Q: 3 clusters Score -3018736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3018737.500000 Penalty: 5084.375977
	Iteration 27Q: 3 clusters Score -3018738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3018738.000000 Penalty: 5084.375977
	Iteration 28Q: 3 clusters Score -3018738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3018738.000000 Penalty: 5084.375977
	Iteration 29F: 3 clusters Score -3018738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Entering Unmasked Estep 
Score: -2243346.250000 Penalty: 2468.212158
	Iteration 0F: 2 clusters Score -2243346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2228656.750000 Penalty: 4936.424316
	Iteration 0F: 3 clusters Score -2228657 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2233794.500000 Penalty: 4936.424316
	Iteration 1F: 3 clusters Score -2233794 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2234314.000000 Penalty: 4936.424316
	Iteration 2F: 3 clusters Score -2234314 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2234787.000000 Penalty: 4936.424316
	Iteration 3Q: 3 clusters Score -2234787 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2235239.000000 Penalty: 4936.424316
	Iteration 4Q: 3 clusters Score -2235239 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2235677.750000 Penalty: 4936.424316
	Iteration 5Q: 3 clusters Score -2235678 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2236160.000000 Penalty: 4936.424316
	Iteration 6Q: 3 clusters Score -2236160 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2236698.250000 Penalty: 4936.424316
	Iteration 7Q: 3 clusters Score -2236698 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2237245.000000 Penalty: 4936.424316
	Iteration 8Q: 3 clusters Score -2237245 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2237794.250000 Penalty: 4936.424316
	Iteration 9Q: 3 clusters Score -2237794 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2238254.750000 Penalty: 4936.424316
	Iteration 10Q: 3 clusters Score -2238255 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2238646.250000 Penalty: 4936.424316
	Iteration 11Q: 3 clusters Score -2238646 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2238952.000000 Penalty: 4936.424316
	Iteration 12Q: 3 clusters Score -2238952 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2239219.500000 Penalty: 4936.424316
	Iteration 13Q: 3 clusters Score -2239220 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2239389.750000 Penalty: 4936.424316
	Iteration 14Q: 3 clusters Score -2239390 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2239514.250000 Penalty: 4936.424316
	Iteration 15Q: 3 clusters Score -2239514 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2239590.000000 Penalty: 4936.424316
	Iteration 16Q: 3 clusters Score -2239590 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2239675.250000 Penalty: 4936.424316
	Iteration 17Q: 3 clusters Score -2239675 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2239719.500000 Penalty: 4936.424316
	Iteration 18Q: 3 clusters Score -2239720 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2239761.000000 Penalty: 4936.424316
	Iteration 19Q: 3 clusters Score -2239761 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2239798.750000 Penalty: 4936.424316
	Iteration 20F: 3 clusters Score -2239799 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2239837.250000 Penalty: 4936.424316
	Iteration 21Q: 3 clusters Score -2239837 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2239856.500000 Penalty: 4936.424316
	Iteration 22Q: 3 clusters Score -2239856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2239898.250000 Penalty: 4936.424316
	Iteration 23Q: 3 clusters Score -2239898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2239914.000000 Penalty: 4936.424316
	Iteration 24Q: 3 clusters Score -2239914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2239935.000000 Penalty: 4936.424316
	Iteration 25Q: 3 clusters Score -2239935 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2239964.250000 Penalty: 4936.424316
	Iteration 26Q: 3 clusters Score -2239964 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2239979.750000 Penalty: 4936.424316
	Iteration 27Q: 3 clusters Score -2239980 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2239998.000000 Penalty: 4936.424316
	Iteration 28Q: 3 clusters Score -2239998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2240013.750000 Penalty: 4936.424316
	Iteration 29Q: 3 clusters Score -2240014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2240029.500000 Penalty: 4936.424316
	Iteration 30Q: 3 clusters Score -2240030 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2240060.000000 Penalty: 4936.424316
	Iteration 31Q: 3 clusters Score -2240060 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2240080.000000 Penalty: 4936.424316
	Iteration 32Q: 3 clusters Score -2240080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2240099.000000 Penalty: 4936.424316
	Iteration 33Q: 3 clusters Score -2240099 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2240121.500000 Penalty: 4936.424316
	Iteration 34Q: 3 clusters Score -2240122 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2240152.750000 Penalty: 4936.424316
	Iteration 35Q: 3 clusters Score -2240153 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2240194.500000 Penalty: 4936.424316
	Iteration 36Q: 3 clusters Score -2240194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2240217.000000 Penalty: 4936.424316
	Iteration 37Q: 3 clusters Score -2240217 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2240239.000000 Penalty: 4936.424316
	Iteration 38Q: 3 clusters Score -2240239 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2240272.000000 Penalty: 4936.424316
	Iteration 39Q: 3 clusters Score -2240272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2240302.500000 Penalty: 4936.424316
	Iteration 40F: 3 clusters Score -2240302 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2240328.250000 Penalty: 4936.424316
	Iteration 41Q: 3 clusters Score -2240328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2240375.000000 Penalty: 4936.424316
	Iteration 42Q: 3 clusters Score -2240375 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2240411.000000 Penalty: 4936.424316
	Iteration 43Q: 3 clusters Score -2240411 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2240447.750000 Penalty: 4936.424316
	Iteration 44Q: 3 clusters Score -2240448 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2240494.000000 Penalty: 4936.424316
	Iteration 45Q: 3 clusters Score -2240494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2240528.750000 Penalty: 4936.424316
	Iteration 46Q: 3 clusters Score -2240529 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2240570.750000 Penalty: 4936.424316
	Iteration 47Q: 3 clusters Score -2240571 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2240609.500000 Penalty: 4936.424316
	Iteration 48Q: 3 clusters Score -2240610 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2240638.750000 Penalty: 4936.424316
	Iteration 49Q: 3 clusters Score -2240639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2240690.500000 Penalty: 4936.424316
	Iteration 50Q: 3 clusters Score -2240690 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2240732.250000 Penalty: 4936.424316
	Iteration 51Q: 3 clusters Score -2240732 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2240773.750000 Penalty: 4936.424316
	Iteration 52Q: 3 clusters Score -2240774 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2240822.250000 Penalty: 4936.424316
	Iteration 53Q: 3 clusters Score -2240822 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2240864.000000 Penalty: 4936.424316
	Iteration 54Q: 3 clusters Score -2240864 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2240915.250000 Penalty: 4936.424316
	Iteration 55Q: 3 clusters Score -2240915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2240947.750000 Penalty: 4936.424316
	Iteration 56Q: 3 clusters Score -2240948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2240978.500000 Penalty: 4936.424316
	Iteration 57Q: 3 clusters Score -2240978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2241010.750000 Penalty: 4936.424316
	Iteration 58Q: 3 clusters Score -2241011 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2241036.750000 Penalty: 4936.424316
	Iteration 59Q: 3 clusters Score -2241037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2241059.750000 Penalty: 4936.424316
	Iteration 60F: 3 clusters Score -2241060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2241070.500000 Penalty: 4936.424316
	Iteration 61Q: 3 clusters Score -2241070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2241085.500000 Penalty: 4936.424316
	Iteration 62Q: 3 clusters Score -2241086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2241101.500000 Penalty: 4936.424316
	Iteration 63Q: 3 clusters Score -2241102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2241109.500000 Penalty: 4936.424316
	Iteration 64Q: 3 clusters Score -2241110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2241121.250000 Penalty: 4936.424316
	Iteration 65Q: 3 clusters Score -2241121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2241132.000000 Penalty: 4936.424316
	Iteration 66Q: 3 clusters Score -2241132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2241138.500000 Penalty: 4936.424316
	Iteration 67Q: 3 clusters Score -2241138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2241149.250000 Penalty: 4936.424316
	Iteration 68Q: 3 clusters Score -2241149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2241156.750000 Penalty: 4936.424316
	Iteration 69Q: 3 clusters Score -2241157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2241163.500000 Penalty: 4936.424316
	Iteration 70Q: 3 clusters Score -2241164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2241180.750000 Penalty: 4936.424316
	Iteration 71Q: 3 clusters Score -2241181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2241185.750000 Penalty: 4936.424316
	Iteration 72Q: 3 clusters Score -2241186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2241194.750000 Penalty: 4936.424316
	Iteration 73Q: 3 clusters Score -2241195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2241206.250000 Penalty: 4936.424316
	Iteration 74Q: 3 clusters Score -2241206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2241210.500000 Penalty: 4936.424316
	Iteration 75Q: 3 clusters Score -2241210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2241213.750000 Penalty: 4936.424316
	Iteration 76Q: 3 clusters Score -2241214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2241216.500000 Penalty: 4936.424316
	Iteration 77Q: 3 clusters Score -2241216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2241215.000000 Penalty: 4936.424316
	Iteration 78Q: 3 clusters Score -2241215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2241217.000000 Penalty: 4936.424316
	Iteration 79Q: 3 clusters Score -2241217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2241221.500000 Penalty: 4936.424316
	Iteration 80F: 3 clusters Score -2241222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2241222.250000 Penalty: 4936.424316
	Iteration 81Q: 3 clusters Score -2241222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2241224.250000 Penalty: 4936.424316
	Iteration 82Q: 3 clusters Score -2241224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2241231.000000 Penalty: 4936.424316
	Iteration 83Q: 3 clusters Score -2241231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2241229.750000 Penalty: 4936.424316
	Iteration 84Q: 3 clusters Score -2241230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2241234.500000 Penalty: 4936.424316
	Iteration 85Q: 3 clusters Score -2241234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2241235.500000 Penalty: 4936.424316
	Iteration 86Q: 3 clusters Score -2241236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2241237.000000 Penalty: 4936.424316
	Iteration 87Q: 3 clusters Score -2241237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2241237.750000 Penalty: 4936.424316
	Iteration 88Q: 3 clusters Score -2241238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2241242.250000 Penalty: 4936.424316
	Iteration 89Q: 3 clusters Score -2241242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2241241.000000 Penalty: 4936.424316
	Iteration 90Q: 3 clusters Score -2241241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2241241.000000 Penalty: 4936.424316
	Iteration 91F: 3 clusters Score -2241241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229034 members 
Entering Unmasked Estep 
Score: -23946750.000000 Penalty: 3060.723389
	Iteration 0F: 2 clusters Score -2.394675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 114245 members 
Entering Unmasked Estep 
Score: -23808832.000000 Penalty: 6121.446777
	Iteration 0F: 3 clusters Score -2.380883e+07 nChanged 110280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121033 members 
Mstep: Class 2 contains 108001 members 
Entering Unmasked Estep 
Score: -23873550.000000 Penalty: 6121.446777
	Iteration 1F: 3 clusters Score -2.387355e+07 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124306 members 
Mstep: Class 2 contains 104728 members 
Entering Unmasked Estep 
Score: -23875256.000000 Penalty: 6121.446777
	Iteration 2Q: 3 clusters Score -2.387526e+07 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129251 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -23877194.000000 Penalty: 6121.446777
	Iteration 3Q: 3 clusters Score -2.387719e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136174 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -23880704.000000 Penalty: 6121.446777
	Iteration 4Q: 3 clusters Score -2.38807e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -23886774.000000 Penalty: 6121.446777
	Iteration 5F: 3 clusters Score -2.388677e+07 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157076 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -23896184.000000 Penalty: 6121.446777
	Iteration 6F: 3 clusters Score -2.389618e+07 nChanged 14724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168408 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -23907690.000000 Penalty: 6121.446777
	Iteration 7F: 3 clusters Score -2.390769e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177154 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -23919258.000000 Penalty: 6121.446777
	Iteration 8F: 3 clusters Score -2.391926e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -23927344.000000 Penalty: 6121.446777
	Iteration 9Q: 3 clusters Score -2.392734e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184579 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -23931584.000000 Penalty: 6121.446777
	Iteration 10Q: 3 clusters Score -2.393158e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186622 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -23933520.000000 Penalty: 6121.446777
	Iteration 11Q: 3 clusters Score -2.393352e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188694 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -23935202.000000 Penalty: 6121.446777
	Iteration 12Q: 3 clusters Score -2.39352e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190804 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -23936998.000000 Penalty: 6121.446777
	Iteration 13Q: 3 clusters Score -2.3937e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192918 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -23939030.000000 Penalty: 6121.446777
	Iteration 14Q: 3 clusters Score -2.393903e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195010 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -23940704.000000 Penalty: 6121.446777
	Iteration 15Q: 3 clusters Score -2.39407e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197004 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -23942454.000000 Penalty: 6121.446777
	Iteration 16Q: 3 clusters Score -2.394245e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198881 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -23944148.000000 Penalty: 6121.446777
	Iteration 17Q: 3 clusters Score -2.394415e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200629 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -23945300.000000 Penalty: 6121.446777
	Iteration 18Q: 3 clusters Score -2.39453e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202267 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -23946276.000000 Penalty: 6121.446777
	Iteration 19Q: 3 clusters Score -2.394628e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203680 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -23947218.000000 Penalty: 6121.446777
	Iteration 20F: 3 clusters Score -2.394722e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204988 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -23948116.000000 Penalty: 6121.446777
	Iteration 21Q: 3 clusters Score -2.394812e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206153 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -23948672.000000 Penalty: 6121.446777
	Iteration 22Q: 3 clusters Score -2.394867e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207241 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -23949218.000000 Penalty: 6121.446777
	Iteration 23Q: 3 clusters Score -2.394922e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208215 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -23949510.000000 Penalty: 6121.446777
	Iteration 24Q: 3 clusters Score -2.394951e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209159 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -23949744.000000 Penalty: 6121.446777
	Iteration 25Q: 3 clusters Score -2.394974e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210059 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -23949788.000000 Penalty: 6121.446777
	Iteration 26Q: 3 clusters Score -2.394979e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210872 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -23949804.000000 Penalty: 6121.446777
	Iteration 27Q: 3 clusters Score -2.39498e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211633 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -23949730.000000 Penalty: 6121.446777
	Iteration 28Q: 3 clusters Score -2.394973e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212356 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -23949850.000000 Penalty: 6121.446777
	Iteration 29Q: 3 clusters Score -2.394985e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213065 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -23949854.000000 Penalty: 6121.446777
	Iteration 30Q: 3 clusters Score -2.394985e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213751 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -23949776.000000 Penalty: 6121.446777
	Iteration 31Q: 3 clusters Score -2.394978e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214414 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -23949744.000000 Penalty: 6121.446777
	Iteration 32Q: 3 clusters Score -2.394974e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215018 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -23949624.000000 Penalty: 6121.446777
	Iteration 33Q: 3 clusters Score -2.394962e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215564 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -23949518.000000 Penalty: 6121.446777
	Iteration 34Q: 3 clusters Score -2.394952e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216094 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -23949404.000000 Penalty: 6121.446777
	Iteration 35Q: 3 clusters Score -2.39494e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216565 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -23949240.000000 Penalty: 6121.446777
	Iteration 36Q: 3 clusters Score -2.394924e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217055 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -23949134.000000 Penalty: 6121.446777
	Iteration 37Q: 3 clusters Score -2.394913e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217510 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -23948892.000000 Penalty: 6121.446777
	Iteration 38Q: 3 clusters Score -2.394889e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217941 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -23948774.000000 Penalty: 6121.446777
	Iteration 39Q: 3 clusters Score -2.394877e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218318 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -23948650.000000 Penalty: 6121.446777
	Iteration 40F: 3 clusters Score -2.394865e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218688 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -23948474.000000 Penalty: 6121.446777
	Iteration 41Q: 3 clusters Score -2.394847e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219051 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -23948390.000000 Penalty: 6121.446777
	Iteration 42Q: 3 clusters Score -2.394839e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219395 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -23948278.000000 Penalty: 6121.446777
	Iteration 43Q: 3 clusters Score -2.394828e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219724 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -23948154.000000 Penalty: 6121.446777
	Iteration 44Q: 3 clusters Score -2.394815e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220019 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -23948030.000000 Penalty: 6121.446777
	Iteration 45Q: 3 clusters Score -2.394803e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220279 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -23947994.000000 Penalty: 6121.446777
	Iteration 46Q: 3 clusters Score -2.394799e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220545 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -23947920.000000 Penalty: 6121.446777
	Iteration 47Q: 3 clusters Score -2.394792e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220809 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -23947836.000000 Penalty: 6121.446777
	Iteration 48Q: 3 clusters Score -2.394784e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221052 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -23947792.000000 Penalty: 6121.446777
	Iteration 49Q: 3 clusters Score -2.394779e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221265 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -23947690.000000 Penalty: 6121.446777
	Iteration 50Q: 3 clusters Score -2.394769e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221477 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -23947676.000000 Penalty: 6121.446777
	Iteration 51Q: 3 clusters Score -2.394768e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221718 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -23947576.000000 Penalty: 6121.446777
	Iteration 52Q: 3 clusters Score -2.394758e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221952 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -23947460.000000 Penalty: 6121.446777
	Iteration 53Q: 3 clusters Score -2.394746e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222176 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -23947370.000000 Penalty: 6121.446777
	Iteration 54Q: 3 clusters Score -2.394737e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222368 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -23947258.000000 Penalty: 6121.446777
	Iteration 55Q: 3 clusters Score -2.394726e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222547 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -23947212.000000 Penalty: 6121.446777
	Iteration 56Q: 3 clusters Score -2.394721e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222706 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -23947142.000000 Penalty: 6121.446777
	Iteration 57Q: 3 clusters Score -2.394714e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222861 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -23947080.000000 Penalty: 6121.446777
	Iteration 58Q: 3 clusters Score -2.394708e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223017 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -23947028.000000 Penalty: 6121.446777
	Iteration 59Q: 3 clusters Score -2.394703e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223154 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -23946990.000000 Penalty: 6121.446777
	Iteration 60F: 3 clusters Score -2.394699e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223292 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -23946930.000000 Penalty: 6121.446777
	Iteration 61Q: 3 clusters Score -2.394693e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223409 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -23946866.000000 Penalty: 6121.446777
	Iteration 62Q: 3 clusters Score -2.394687e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223519 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -23946806.000000 Penalty: 6121.446777
	Iteration 63Q: 3 clusters Score -2.394681e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223613 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -23946804.000000 Penalty: 6121.446777
	Iteration 64Q: 3 clusters Score -2.39468e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223692 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -23946784.000000 Penalty: 6121.446777
	Iteration 65Q: 3 clusters Score -2.394678e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223771 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -23946754.000000 Penalty: 6121.446777
	Iteration 66Q: 3 clusters Score -2.394675e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223856 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -23946692.000000 Penalty: 6121.446777
	Iteration 67Q: 3 clusters Score -2.394669e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223933 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -23946652.000000 Penalty: 6121.446777
	Iteration 68Q: 3 clusters Score -2.394665e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224015 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -23946632.000000 Penalty: 6121.446777
	Iteration 69Q: 3 clusters Score -2.394663e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224087 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -23946650.000000 Penalty: 6121.446777
	Iteration 70Q: 3 clusters Score -2.394665e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224168 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -23946594.000000 Penalty: 6121.446777
	Iteration 71Q: 3 clusters Score -2.394659e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224256 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -23946548.000000 Penalty: 6121.446777
	Iteration 72Q: 3 clusters Score -2.394655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224329 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -23946496.000000 Penalty: 6121.446777
	Iteration 73Q: 3 clusters Score -2.39465e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224409 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -23946504.000000 Penalty: 6121.446777
	Iteration 74Q: 3 clusters Score -2.39465e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224483 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -23946440.000000 Penalty: 6121.446777
	Iteration 75Q: 3 clusters Score -2.394644e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224537 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -23946422.000000 Penalty: 6121.446777
	Iteration 76Q: 3 clusters Score -2.394642e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224578 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -23946426.000000 Penalty: 6121.446777
	Iteration 77Q: 3 clusters Score -2.394643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224619 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -23946434.000000 Penalty: 6121.446777
	Iteration 78Q: 3 clusters Score -2.394643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224663 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -23946442.000000 Penalty: 6121.446777
	Iteration 79Q: 3 clusters Score -2.394644e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224708 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -23946410.000000 Penalty: 6121.446777
	Iteration 80F: 3 clusters Score -2.394641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224752 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -23946360.000000 Penalty: 6121.446777
	Iteration 81Q: 3 clusters Score -2.394636e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224801 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -23946346.000000 Penalty: 6121.446777
	Iteration 82Q: 3 clusters Score -2.394635e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224856 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -23946328.000000 Penalty: 6121.446777
	Iteration 83Q: 3 clusters Score -2.394633e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224920 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -23946282.000000 Penalty: 6121.446777
	Iteration 84Q: 3 clusters Score -2.394628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224984 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -23946276.000000 Penalty: 6121.446777
	Iteration 85Q: 3 clusters Score -2.394628e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225051 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -23946220.000000 Penalty: 6121.446777
	Iteration 86Q: 3 clusters Score -2.394622e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225108 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -23946204.000000 Penalty: 6121.446777
	Iteration 87Q: 3 clusters Score -2.39462e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225179 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -23946220.000000 Penalty: 6121.446777
	Iteration 88Q: 3 clusters Score -2.394622e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225251 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -23946190.000000 Penalty: 6121.446777
	Iteration 89Q: 3 clusters Score -2.394619e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225317 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -23946138.000000 Penalty: 6121.446777
	Iteration 90Q: 3 clusters Score -2.394614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225360 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -23946098.000000 Penalty: 6121.446777
	Iteration 91Q: 3 clusters Score -2.39461e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225409 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -23946098.000000 Penalty: 6121.446777
	Iteration 92Q: 3 clusters Score -2.39461e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225450 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -23946062.000000 Penalty: 6121.446777
	Iteration 93Q: 3 clusters Score -2.394606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225488 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -23946050.000000 Penalty: 6121.446777
	Iteration 94Q: 3 clusters Score -2.394605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225522 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -23946020.000000 Penalty: 6121.446777
	Iteration 95Q: 3 clusters Score -2.394602e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225560 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -23946016.000000 Penalty: 6121.446777
	Iteration 96Q: 3 clusters Score -2.394602e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225602 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -23945980.000000 Penalty: 6121.446777
	Iteration 97Q: 3 clusters Score -2.394598e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225672 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -23945932.000000 Penalty: 6121.446777
	Iteration 98Q: 3 clusters Score -2.394593e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225749 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -23945888.000000 Penalty: 6121.446777
	Iteration 99Q: 3 clusters Score -2.394589e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225810 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -23945874.000000 Penalty: 6121.446777
	Iteration 100F: 3 clusters Score -2.394587e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225861 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -23945834.000000 Penalty: 6121.446777
	Iteration 101Q: 3 clusters Score -2.394583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225912 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -23945812.000000 Penalty: 6121.446777
	Iteration 102Q: 3 clusters Score -2.394581e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225960 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -23945818.000000 Penalty: 6121.446777
	Iteration 103Q: 3 clusters Score -2.394582e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226011 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -23945828.000000 Penalty: 6121.446777
	Iteration 104Q: 3 clusters Score -2.394583e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226065 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -23945816.000000 Penalty: 6121.446777
	Iteration 105Q: 3 clusters Score -2.394582e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226110 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -23945796.000000 Penalty: 6121.446777
	Iteration 106Q: 3 clusters Score -2.39458e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226155 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -23945798.000000 Penalty: 6121.446777
	Iteration 107Q: 3 clusters Score -2.39458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226195 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -23945780.000000 Penalty: 6121.446777
	Iteration 108Q: 3 clusters Score -2.394578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226242 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -23945756.000000 Penalty: 6121.446777
	Iteration 109Q: 3 clusters Score -2.394576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226282 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -23945720.000000 Penalty: 6121.446777
	Iteration 110Q: 3 clusters Score -2.394572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226311 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -23945696.000000 Penalty: 6121.446777
	Iteration 111Q: 3 clusters Score -2.39457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226336 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23945672.000000 Penalty: 6121.446777
	Iteration 112Q: 3 clusters Score -2.394567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226355 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23945634.000000 Penalty: 6121.446777
	Iteration 113Q: 3 clusters Score -2.394563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226375 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -23945642.000000 Penalty: 6121.446777
	Iteration 114Q: 3 clusters Score -2.394564e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226397 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -23945620.000000 Penalty: 6121.446777
	Iteration 115Q: 3 clusters Score -2.394562e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226415 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -23945622.000000 Penalty: 6121.446777
	Iteration 116Q: 3 clusters Score -2.394562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226434 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -23945612.000000 Penalty: 6121.446777
	Iteration 117Q: 3 clusters Score -2.394561e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226452 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -23945574.000000 Penalty: 6121.446777
	Iteration 118Q: 3 clusters Score -2.394557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226469 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -23945588.000000 Penalty: 6121.446777
	Iteration 119Q: 3 clusters Score -2.394559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226485 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -23945596.000000 Penalty: 6121.446777
	Iteration 120F: 3 clusters Score -2.39456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226503 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -23945574.000000 Penalty: 6121.446777
	Iteration 121Q: 3 clusters Score -2.394557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226516 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -23945560.000000 Penalty: 6121.446777
	Iteration 122Q: 3 clusters Score -2.394556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226527 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -23945542.000000 Penalty: 6121.446777
	Iteration 123Q: 3 clusters Score -2.394554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226536 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -23945556.000000 Penalty: 6121.446777
	Iteration 124Q: 3 clusters Score -2.394556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226548 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -23945568.000000 Penalty: 6121.446777
	Iteration 125Q: 3 clusters Score -2.394557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226559 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -23945568.000000 Penalty: 6121.446777
	Iteration 126Q: 3 clusters Score -2.394557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226563 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23945560.000000 Penalty: 6121.446777
	Iteration 127Q: 3 clusters Score -2.394556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226569 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -23945568.000000 Penalty: 6121.446777
	Iteration 128Q: 3 clusters Score -2.394557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226576 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -23945560.000000 Penalty: 6121.446777
	Iteration 129Q: 3 clusters Score -2.394556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226584 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -23945568.000000 Penalty: 6121.446777
	Iteration 130Q: 3 clusters Score -2.394557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226595 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -23945560.000000 Penalty: 6121.446777
	Iteration 131Q: 3 clusters Score -2.394556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226601 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -23945536.000000 Penalty: 6121.446777
	Iteration 132Q: 3 clusters Score -2.394554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226611 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -23945552.000000 Penalty: 6121.446777
	Iteration 133Q: 3 clusters Score -2.394555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226619 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -23945534.000000 Penalty: 6121.446777
	Iteration 134Q: 3 clusters Score -2.394553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226626 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -23945528.000000 Penalty: 6121.446777
	Iteration 135Q: 3 clusters Score -2.394553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226630 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -23945514.000000 Penalty: 6121.446777
	Iteration 136Q: 3 clusters Score -2.394551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226633 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -23945526.000000 Penalty: 6121.446777
	Iteration 137Q: 3 clusters Score -2.394553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226635 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -23945526.000000 Penalty: 6121.446777
	Iteration 138Q: 3 clusters Score -2.394553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226637 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -23945516.000000 Penalty: 6121.446777
	Iteration 139Q: 3 clusters Score -2.394552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226641 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -23945530.000000 Penalty: 6121.446777
	Iteration 140F: 3 clusters Score -2.394553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226644 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -23945538.000000 Penalty: 6121.446777
	Iteration 141Q: 3 clusters Score -2.394554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226646 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -23945526.000000 Penalty: 6121.446777
	Iteration 142Q: 3 clusters Score -2.394553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226651 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -23945528.000000 Penalty: 6121.446777
	Iteration 143Q: 3 clusters Score -2.394553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226653 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -23945530.000000 Penalty: 6121.446777
	Iteration 144Q: 3 clusters Score -2.394553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226655 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -23945526.000000 Penalty: 6121.446777
	Iteration 145Q: 3 clusters Score -2.394553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226663 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -23945532.000000 Penalty: 6121.446777
	Iteration 146Q: 3 clusters Score -2.394553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226670 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -23945500.000000 Penalty: 6121.446777
	Iteration 147Q: 3 clusters Score -2.39455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226673 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -23945492.000000 Penalty: 6121.446777
	Iteration 148Q: 3 clusters Score -2.394549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226679 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -23945488.000000 Penalty: 6121.446777
	Iteration 149Q: 3 clusters Score -2.394549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226682 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -23945506.000000 Penalty: 6121.446777
	Iteration 150Q: 3 clusters Score -2.394551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226689 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -23945470.000000 Penalty: 6121.446777
	Iteration 151Q: 3 clusters Score -2.394547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226698 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -23945464.000000 Penalty: 6121.446777
	Iteration 152Q: 3 clusters Score -2.394546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226713 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -23945472.000000 Penalty: 6121.446777
	Iteration 153Q: 3 clusters Score -2.394547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226723 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -23945478.000000 Penalty: 6121.446777
	Iteration 154Q: 3 clusters Score -2.394548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226733 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -23945482.000000 Penalty: 6121.446777
	Iteration 155Q: 3 clusters Score -2.394548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226739 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -23945474.000000 Penalty: 6121.446777
	Iteration 156Q: 3 clusters Score -2.394547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226744 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -23945474.000000 Penalty: 6121.446777
	Iteration 157Q: 3 clusters Score -2.394547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226746 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23945472.000000 Penalty: 6121.446777
	Iteration 158Q: 3 clusters Score -2.394547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226749 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23945468.000000 Penalty: 6121.446777
	Iteration 159Q: 3 clusters Score -2.394547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226750 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -23945484.000000 Penalty: 6121.446777
	Iteration 160F: 3 clusters Score -2.394548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226755 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -23945488.000000 Penalty: 6121.446777
	Iteration 161Q: 3 clusters Score -2.394549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226758 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23945480.000000 Penalty: 6121.446777
	Iteration 162Q: 3 clusters Score -2.394548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226760 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -23945480.000000 Penalty: 6121.446777
	Iteration 163Q: 3 clusters Score -2.394548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226761 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23945474.000000 Penalty: 6121.446777
	Iteration 164Q: 3 clusters Score -2.394547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226761 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -23945474.000000 Penalty: 6121.446777
	Iteration 165F: 3 clusters Score -2.394547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Entering Unmasked Estep 
Score: -3284323.500000 Penalty: 2566.767822
	Iteration 0F: 2 clusters Score -3284324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3262960.250000 Penalty: 5133.535645
	Iteration 0F: 3 clusters Score -3262960 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3270518.000000 Penalty: 5133.535645
	Iteration 1F: 3 clusters Score -3270518 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3270905.500000 Penalty: 5133.535645
	Iteration 2Q: 3 clusters Score -3270906 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -3271219.500000 Penalty: 5133.535645
	Iteration 3Q: 3 clusters Score -3271220 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3271527.500000 Penalty: 5133.535645
	Iteration 4Q: 3 clusters Score -3271528 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3271877.250000 Penalty: 5133.535645
	Iteration 5Q: 3 clusters Score -3271877 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3272337.500000 Penalty: 5133.535645
	Iteration 6Q: 3 clusters Score -3272338 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3272963.250000 Penalty: 5133.535645
	Iteration 7Q: 3 clusters Score -3272963 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -3273840.750000 Penalty: 5133.535645
	Iteration 8Q: 3 clusters Score -3273841 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3274907.750000 Penalty: 5133.535645
	Iteration 9F: 3 clusters Score -3274908 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3276227.000000 Penalty: 5133.535645
	Iteration 10F: 3 clusters Score -3276227 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3277608.500000 Penalty: 5133.535645
	Iteration 11F: 3 clusters Score -3277608 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3278633.250000 Penalty: 5133.535645
	Iteration 12F: 3 clusters Score -3278633 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3279323.500000 Penalty: 5133.535645
	Iteration 13Q: 3 clusters Score -3279324 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3279744.000000 Penalty: 5133.535645
	Iteration 14Q: 3 clusters Score -3279744 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3280015.000000 Penalty: 5133.535645
	Iteration 15Q: 3 clusters Score -3280015 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -3280225.250000 Penalty: 5133.535645
	Iteration 16Q: 3 clusters Score -3280225 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3280418.250000 Penalty: 5133.535645
	Iteration 17Q: 3 clusters Score -3280418 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3280657.250000 Penalty: 5133.535645
	Iteration 18Q: 3 clusters Score -3280657 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3280889.250000 Penalty: 5133.535645
	Iteration 19Q: 3 clusters Score -3280889 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3281146.500000 Penalty: 5133.535645
	Iteration 20F: 3 clusters Score -3281146 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3281344.000000 Penalty: 5133.535645
	Iteration 21Q: 3 clusters Score -3281344 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3281551.750000 Penalty: 5133.535645
	Iteration 22Q: 3 clusters Score -3281552 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3281754.000000 Penalty: 5133.535645
	Iteration 23Q: 3 clusters Score -3281754 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -3281960.000000 Penalty: 5133.535645
	Iteration 24Q: 3 clusters Score -3281960 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3282144.750000 Penalty: 5133.535645
	Iteration 25Q: 3 clusters Score -3282145 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3282318.000000 Penalty: 5133.535645
	Iteration 26Q: 3 clusters Score -3282318 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3282478.500000 Penalty: 5133.535645
	Iteration 27Q: 3 clusters Score -3282478 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3282563.000000 Penalty: 5133.535645
	Iteration 28Q: 3 clusters Score -3282563 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3282611.000000 Penalty: 5133.535645
	Iteration 29Q: 3 clusters Score -3282611 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3282635.500000 Penalty: 5133.535645
	Iteration 30Q: 3 clusters Score -3282636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3282676.250000 Penalty: 5133.535645
	Iteration 31Q: 3 clusters Score -3282676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3282700.750000 Penalty: 5133.535645
	Iteration 32Q: 3 clusters Score -3282701 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3282732.000000 Penalty: 5133.535645
	Iteration 33Q: 3 clusters Score -3282732 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3282740.500000 Penalty: 5133.535645
	Iteration 34Q: 3 clusters Score -3282740 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3282759.750000 Penalty: 5133.535645
	Iteration 35Q: 3 clusters Score -3282760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3282778.750000 Penalty: 5133.535645
	Iteration 36Q: 3 clusters Score -3282779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3282800.250000 Penalty: 5133.535645
	Iteration 37Q: 3 clusters Score -3282800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3282797.250000 Penalty: 5133.535645
	Iteration 38Q: 3 clusters Score -3282797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3282801.500000 Penalty: 5133.535645
	Iteration 39Q: 3 clusters Score -3282802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3282805.250000 Penalty: 5133.535645
	Iteration 40F: 3 clusters Score -3282805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3282802.250000 Penalty: 5133.535645
	Iteration 41Q: 3 clusters Score -3282802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3282805.000000 Penalty: 5133.535645
	Iteration 42Q: 3 clusters Score -3282805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3282813.000000 Penalty: 5133.535645
	Iteration 43Q: 3 clusters Score -3282813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3282824.750000 Penalty: 5133.535645
	Iteration 44Q: 3 clusters Score -3282825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3282819.750000 Penalty: 5133.535645
	Iteration 45Q: 3 clusters Score -3282820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3282827.500000 Penalty: 5133.535645
	Iteration 46Q: 3 clusters Score -3282828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3282842.500000 Penalty: 5133.535645
	Iteration 47Q: 3 clusters Score -3282842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -3282843.000000 Penalty: 5133.535645
	Iteration 48Q: 3 clusters Score -3282843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3282842.000000 Penalty: 5133.535645
	Iteration 49Q: 3 clusters Score -3282842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3282854.750000 Penalty: 5133.535645
	Iteration 50Q: 3 clusters Score -3282855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3282858.750000 Penalty: 5133.535645
	Iteration 51Q: 3 clusters Score -3282859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3282861.000000 Penalty: 5133.535645
	Iteration 52Q: 3 clusters Score -3282861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3282854.500000 Penalty: 5133.535645
	Iteration 53Q: 3 clusters Score -3282854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3282856.500000 Penalty: 5133.535645
	Iteration 54Q: 3 clusters Score -3282856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -3282863.500000 Penalty: 5133.535645
	Iteration 55Q: 3 clusters Score -3282864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3282856.500000 Penalty: 5133.535645
	Iteration 56Q: 3 clusters Score -3282856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3282858.250000 Penalty: 5133.535645
	Iteration 57Q: 3 clusters Score -3282858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -3282858.500000 Penalty: 5133.535645
	Iteration 58Q: 3 clusters Score -3282858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3282858.000000 Penalty: 5133.535645
	Iteration 59Q: 3 clusters Score -3282858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3282858.000000 Penalty: 5133.535645
	Iteration 60F: 3 clusters Score -3282858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Entering Unmasked Estep 
Score: -518834.500000 Penalty: 2121.752197
	Iteration 0F: 2 clusters Score -518834.5 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 2648 members 
Entering Unmasked Estep 
Score: -514166.281250 Penalty: 4243.504395
	Iteration 0F: 3 clusters Score -514166.3 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -515442.781250 Penalty: 4243.504395
	Iteration 1F: 3 clusters Score -515442.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -515727.562500 Penalty: 4243.504395
	Iteration 2F: 3 clusters Score -515727.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -515963.000000 Penalty: 4243.504395
	Iteration 3F: 3 clusters Score -515963 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -516170.031250 Penalty: 4243.504395
	Iteration 4Q: 3 clusters Score -516170 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -516390.875000 Penalty: 4243.504395
	Iteration 5F: 3 clusters Score -516390.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -516593.625000 Penalty: 4243.504395
	Iteration 6F: 3 clusters Score -516593.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -516774.062500 Penalty: 4243.504395
	Iteration 7Q: 3 clusters Score -516774.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -516929.375000 Penalty: 4243.504395
	Iteration 8Q: 3 clusters Score -516929.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -517078.250000 Penalty: 4243.504395
	Iteration 9Q: 3 clusters Score -517078.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -517205.687500 Penalty: 4243.504395
	Iteration 10Q: 3 clusters Score -517205.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -517315.468750 Penalty: 4243.504395
	Iteration 11Q: 3 clusters Score -517315.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -517410.843750 Penalty: 4243.504395
	Iteration 12Q: 3 clusters Score -517410.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -517485.750000 Penalty: 4243.504395
	Iteration 13Q: 3 clusters Score -517485.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -517525.656250 Penalty: 4243.504395
	Iteration 14Q: 3 clusters Score -517525.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -517555.687500 Penalty: 4243.504395
	Iteration 15Q: 3 clusters Score -517555.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -517579.062500 Penalty: 4243.504395
	Iteration 16Q: 3 clusters Score -517579.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -517589.750000 Penalty: 4243.504395
	Iteration 17Q: 3 clusters Score -517589.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -517598.343750 Penalty: 4243.504395
	Iteration 18Q: 3 clusters Score -517598.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -517604.812500 Penalty: 4243.504395
	Iteration 19Q: 3 clusters Score -517604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -517609.156250 Penalty: 4243.504395
	Iteration 20F: 3 clusters Score -517609.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -517614.031250 Penalty: 4243.504395
	Iteration 21Q: 3 clusters Score -517614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -517617.656250 Penalty: 4243.504395
	Iteration 22Q: 3 clusters Score -517617.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -517621.000000 Penalty: 4243.504395
	Iteration 23Q: 3 clusters Score -517621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -517622.656250 Penalty: 4243.504395
	Iteration 24Q: 3 clusters Score -517622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -517622.781250 Penalty: 4243.504395
	Iteration 25Q: 3 clusters Score -517622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -517624.625000 Penalty: 4243.504395
	Iteration 26Q: 3 clusters Score -517624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -517627.281250 Penalty: 4243.504395
	Iteration 27Q: 3 clusters Score -517627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -517628.187500 Penalty: 4243.504395
	Iteration 28Q: 3 clusters Score -517628.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -517631.031250 Penalty: 4243.504395
	Iteration 29Q: 3 clusters Score -517631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -517634.000000 Penalty: 4243.504395
	Iteration 30Q: 3 clusters Score -517634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -517635.562500 Penalty: 4243.504395
	Iteration 31Q: 3 clusters Score -517635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -517637.406250 Penalty: 4243.504395
	Iteration 32Q: 3 clusters Score -517637.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -517638.656250 Penalty: 4243.504395
	Iteration 33Q: 3 clusters Score -517638.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -517638.625000 Penalty: 4243.504395
	Iteration 34Q: 3 clusters Score -517638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -517640.406250 Penalty: 4243.504395
	Iteration 35Q: 3 clusters Score -517640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -517640.875000 Penalty: 4243.504395
	Iteration 36Q: 3 clusters Score -517640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -517641.812500 Penalty: 4243.504395
	Iteration 37Q: 3 clusters Score -517641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -517641.812500 Penalty: 4243.504395
	Iteration 38F: 3 clusters Score -517641.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -178739.593750 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -178739.6 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 976 members 
Entering Unmasked Estep 
Score: -176206.031250 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -176206 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -177035.015625 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -177035 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -177688.890625 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -177688.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -178290.718750 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -178290.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -178695.203125 Penalty: 3767.062744
	Iteration 4F: 3 clusters Score -178695.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -178814.796875 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -178814.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -178859.281250 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -178859.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -178886.234375 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -178886.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -178895.171875 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -178895.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -178898.937500 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -178898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -178901.734375 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -178901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -178903.734375 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -178903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -178905.718750 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -178905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -178907.265625 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -178907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -178907.640625 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -178907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -178908.093750 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -178908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -178908.515625 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -178908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -178909.015625 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -178909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -178910.781250 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -178910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -178913.421875 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -178913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -178913.421875 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -178913.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47469 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206242 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229034 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1122 members 
Entering Unmasked Estep 
Score: -70075096.000000 Penalty: 53300.515625
Splitting cluster 23 changes total score from -70076424.000000 to -70075096.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47469 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206242 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229034 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076432.000000 Penalty: 49969.234375
Iteration 319Q: 16 clusters Score -7.007643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47471 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206237 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 229036 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076464.000000 Penalty: 49969.234375
Iteration 320F: 16 clusters Score -7.007646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47475 members 
Mstep: Class 4 contains 26759 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206230 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229035 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076464.000000 Penalty: 49969.234375
Iteration 321Q: 16 clusters Score -7.007646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26759 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206227 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229036 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076472.000000 Penalty: 49969.234375
Iteration 322Q: 16 clusters Score -7.007647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26759 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206226 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23282 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229037 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076480.000000 Penalty: 49969.234375
Iteration 323Q: 16 clusters Score -7.007648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26759 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206232 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229032 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076480.000000 Penalty: 49969.234375
Iteration 324Q: 16 clusters Score -7.007648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16132 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206234 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229032 members 
Mstep: Class 18 contains 31252 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076440.000000 Penalty: 49969.234375
Iteration 325Q: 16 clusters Score -7.007644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206237 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229031 members 
Mstep: Class 18 contains 31251 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076448.000000 Penalty: 49969.234375
Iteration 326Q: 16 clusters Score -7.007645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206237 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229030 members 
Mstep: Class 18 contains 31252 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076424.000000 Penalty: 49969.234375
Iteration 327Q: 16 clusters Score -7.007642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206237 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229030 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076416.000000 Penalty: 49969.234375
Iteration 328Q: 16 clusters Score -7.007642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206236 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229031 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076424.000000 Penalty: 49969.234375
Iteration 329Q: 16 clusters Score -7.007642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206235 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23281 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21006 members 
Mstep: Class 17 contains 229032 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076416.000000 Penalty: 49969.234375
Iteration 330Q: 16 clusters Score -7.007642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 26758 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206235 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229034 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076424.000000 Penalty: 49969.234375
Iteration 331Q: 16 clusters Score -7.007642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47478 members 
Mstep: Class 4 contains 26757 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206234 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229035 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076392.000000 Penalty: 49969.234375
Iteration 332Q: 16 clusters Score -7.007639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47478 members 
Mstep: Class 4 contains 26756 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206234 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229036 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076384.000000 Penalty: 49969.234375
Iteration 333Q: 16 clusters Score -7.007638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47479 members 
Mstep: Class 4 contains 26754 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206234 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229036 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076416.000000 Penalty: 49969.234375
Iteration 334Q: 16 clusters Score -7.007642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47479 members 
Mstep: Class 4 contains 26753 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206233 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229037 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076408.000000 Penalty: 49969.234375
Iteration 335Q: 16 clusters Score -7.007641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47479 members 
Mstep: Class 4 contains 26752 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206234 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28306 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229037 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076376.000000 Penalty: 49969.234375
Iteration 336Q: 16 clusters Score -7.007638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47479 members 
Mstep: Class 4 contains 26750 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206234 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229040 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076384.000000 Penalty: 49969.234375
Iteration 337Q: 16 clusters Score -7.007638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47478 members 
Mstep: Class 4 contains 26749 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206232 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229044 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076400.000000 Penalty: 49969.234375
Iteration 338Q: 16 clusters Score -7.00764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47478 members 
Mstep: Class 4 contains 26745 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206230 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23684 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229051 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076392.000000 Penalty: 49969.234375
Iteration 339Q: 16 clusters Score -7.007639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47480 members 
Mstep: Class 4 contains 26741 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206230 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23684 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229053 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076416.000000 Penalty: 49969.234375
Iteration 340F: 16 clusters Score -7.007642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47480 members 
Mstep: Class 4 contains 26739 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206231 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229055 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076432.000000 Penalty: 49969.234375
Iteration 341Q: 16 clusters Score -7.007643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47480 members 
Mstep: Class 4 contains 26739 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206231 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229055 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -70076432.000000 Penalty: 49969.234375
Iteration 342F: 16 clusters Score -7.007643e+07 nChanged 0
Entering ConstructFrom: 
Score: -70076432.000000 Penalty: 49969.234375
Entering ConstructFrom: 
Trying to split cluster 1 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -381906.156250 Penalty: 2042.894897
	Iteration 0F: 2 clusters Score -381906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -378172.906250 Penalty: 4085.789795
	Iteration 0F: 3 clusters Score -378172.9 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -379057.281250 Penalty: 4085.789795
	Iteration 1F: 3 clusters Score -379057.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -379331.031250 Penalty: 4085.789795
	Iteration 2F: 3 clusters Score -379331 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -379498.531250 Penalty: 4085.789795
	Iteration 3F: 3 clusters Score -379498.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -379611.937500 Penalty: 4085.789795
	Iteration 4Q: 3 clusters Score -379611.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -379691.250000 Penalty: 4085.789795
	Iteration 5Q: 3 clusters Score -379691.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -379751.031250 Penalty: 4085.789795
	Iteration 6Q: 3 clusters Score -379751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -379814.125000 Penalty: 4085.789795
	Iteration 7Q: 3 clusters Score -379814.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -379878.000000 Penalty: 4085.789795
	Iteration 8Q: 3 clusters Score -379878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -379922.312500 Penalty: 4085.789795
	Iteration 9Q: 3 clusters Score -379922.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -379964.062500 Penalty: 4085.789795
	Iteration 10Q: 3 clusters Score -379964.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -380002.093750 Penalty: 4085.789795
	Iteration 11Q: 3 clusters Score -380002.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -380032.468750 Penalty: 4085.789795
	Iteration 12Q: 3 clusters Score -380032.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -380054.781250 Penalty: 4085.789795
	Iteration 13Q: 3 clusters Score -380054.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -380077.687500 Penalty: 4085.789795
	Iteration 14Q: 3 clusters Score -380077.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -380104.718750 Penalty: 4085.789795
	Iteration 15Q: 3 clusters Score -380104.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -380133.218750 Penalty: 4085.789795
	Iteration 16Q: 3 clusters Score -380133.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -380155.093750 Penalty: 4085.789795
	Iteration 17Q: 3 clusters Score -380155.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -380180.875000 Penalty: 4085.789795
	Iteration 18Q: 3 clusters Score -380180.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -380193.187500 Penalty: 4085.789795
	Iteration 19Q: 3 clusters Score -380193.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -380202.281250 Penalty: 4085.789795
	Iteration 20F: 3 clusters Score -380202.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -380211.281250 Penalty: 4085.789795
	Iteration 21Q: 3 clusters Score -380211.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -380222.937500 Penalty: 4085.789795
	Iteration 22Q: 3 clusters Score -380222.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -380232.843750 Penalty: 4085.789795
	Iteration 23Q: 3 clusters Score -380232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -380241.531250 Penalty: 4085.789795
	Iteration 24Q: 3 clusters Score -380241.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -380246.187500 Penalty: 4085.789795
	Iteration 25Q: 3 clusters Score -380246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -380252.062500 Penalty: 4085.789795
	Iteration 26Q: 3 clusters Score -380252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -380259.062500 Penalty: 4085.789795
	Iteration 27Q: 3 clusters Score -380259.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -380266.187500 Penalty: 4085.789795
	Iteration 28Q: 3 clusters Score -380266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -380272.093750 Penalty: 4085.789795
	Iteration 29Q: 3 clusters Score -380272.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -380277.187500 Penalty: 4085.789795
	Iteration 30Q: 3 clusters Score -380277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -380285.625000 Penalty: 4085.789795
	Iteration 31Q: 3 clusters Score -380285.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -380297.593750 Penalty: 4085.789795
	Iteration 32Q: 3 clusters Score -380297.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -380303.906250 Penalty: 4085.789795
	Iteration 33Q: 3 clusters Score -380303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -380307.312500 Penalty: 4085.789795
	Iteration 34Q: 3 clusters Score -380307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -380312.156250 Penalty: 4085.789795
	Iteration 35Q: 3 clusters Score -380312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -380318.187500 Penalty: 4085.789795
	Iteration 36Q: 3 clusters Score -380318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -380319.437500 Penalty: 4085.789795
	Iteration 37Q: 3 clusters Score -380319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -380319.437500 Penalty: 4085.789795
	Iteration 38F: 3 clusters Score -380319.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Entering Unmasked Estep 
Score: -1723641.875000 Penalty: 2402.747559
	Iteration 0F: 2 clusters Score -1723642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1712003.375000 Penalty: 4805.495117
	Iteration 0F: 3 clusters Score -1712003 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1715552.875000 Penalty: 4805.495117
	Iteration 1F: 3 clusters Score -1715553 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1715834.875000 Penalty: 4805.495117
	Iteration 2Q: 3 clusters Score -1715835 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1716068.750000 Penalty: 4805.495117
	Iteration 3Q: 3 clusters Score -1716069 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1716273.250000 Penalty: 4805.495117
	Iteration 4Q: 3 clusters Score -1716273 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1716422.250000 Penalty: 4805.495117
	Iteration 5Q: 3 clusters Score -1716422 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1716581.500000 Penalty: 4805.495117
	Iteration 6Q: 3 clusters Score -1716582 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1716741.375000 Penalty: 4805.495117
	Iteration 7Q: 3 clusters Score -1716741 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1716916.750000 Penalty: 4805.495117
	Iteration 8Q: 3 clusters Score -1716917 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1717119.375000 Penalty: 4805.495117
	Iteration 9Q: 3 clusters Score -1717119 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1717344.125000 Penalty: 4805.495117
	Iteration 10Q: 3 clusters Score -1717344 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1717627.125000 Penalty: 4805.495117
	Iteration 11Q: 3 clusters Score -1717627 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1718004.500000 Penalty: 4805.495117
	Iteration 12Q: 3 clusters Score -1718004 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1718465.000000 Penalty: 4805.495117
	Iteration 13Q: 3 clusters Score -1718465 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1719047.875000 Penalty: 4805.495117
	Iteration 14Q: 3 clusters Score -1719048 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1719674.125000 Penalty: 4805.495117
	Iteration 15Q: 3 clusters Score -1719674 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1720277.000000 Penalty: 4805.495117
	Iteration 16Q: 3 clusters Score -1720277 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1720738.875000 Penalty: 4805.495117
	Iteration 17Q: 3 clusters Score -1720739 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1721058.500000 Penalty: 4805.495117
	Iteration 18Q: 3 clusters Score -1721058 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1721240.000000 Penalty: 4805.495117
	Iteration 19Q: 3 clusters Score -1721240 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1721333.375000 Penalty: 4805.495117
	Iteration 20F: 3 clusters Score -1721333 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1721381.750000 Penalty: 4805.495117
	Iteration 21Q: 3 clusters Score -1721382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1721413.750000 Penalty: 4805.495117
	Iteration 22Q: 3 clusters Score -1721414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1721436.250000 Penalty: 4805.495117
	Iteration 23Q: 3 clusters Score -1721436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1721453.125000 Penalty: 4805.495117
	Iteration 24Q: 3 clusters Score -1721453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -1721465.500000 Penalty: 4805.495117
	Iteration 25Q: 3 clusters Score -1721466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1721476.000000 Penalty: 4805.495117
	Iteration 26Q: 3 clusters Score -1721476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1721486.250000 Penalty: 4805.495117
	Iteration 27Q: 3 clusters Score -1721486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1721492.000000 Penalty: 4805.495117
	Iteration 28Q: 3 clusters Score -1721492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1721499.875000 Penalty: 4805.495117
	Iteration 29Q: 3 clusters Score -1721500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1721507.250000 Penalty: 4805.495117
	Iteration 30Q: 3 clusters Score -1721507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1721513.750000 Penalty: 4805.495117
	Iteration 31Q: 3 clusters Score -1721514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -1721511.125000 Penalty: 4805.495117
	Iteration 32Q: 3 clusters Score -1721511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1721517.875000 Penalty: 4805.495117
	Iteration 33Q: 3 clusters Score -1721518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1721520.500000 Penalty: 4805.495117
	Iteration 34Q: 3 clusters Score -1721520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1721523.875000 Penalty: 4805.495117
	Iteration 35Q: 3 clusters Score -1721524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1721535.500000 Penalty: 4805.495117
	Iteration 36Q: 3 clusters Score -1721536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1721537.500000 Penalty: 4805.495117
	Iteration 37Q: 3 clusters Score -1721538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1721543.625000 Penalty: 4805.495117
	Iteration 38Q: 3 clusters Score -1721544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1721542.500000 Penalty: 4805.495117
	Iteration 39Q: 3 clusters Score -1721542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1721544.000000 Penalty: 4805.495117
	Iteration 40F: 3 clusters Score -1721544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1721550.250000 Penalty: 4805.495117
	Iteration 41Q: 3 clusters Score -1721550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1721557.000000 Penalty: 4805.495117
	Iteration 42Q: 3 clusters Score -1721557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1721560.750000 Penalty: 4805.495117
	Iteration 43Q: 3 clusters Score -1721561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1721558.625000 Penalty: 4805.495117
	Iteration 44Q: 3 clusters Score -1721559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -1721561.000000 Penalty: 4805.495117
	Iteration 45Q: 3 clusters Score -1721561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1721561.750000 Penalty: 4805.495117
	Iteration 46Q: 3 clusters Score -1721562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1721564.000000 Penalty: 4805.495117
	Iteration 47Q: 3 clusters Score -1721564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1721567.750000 Penalty: 4805.495117
	Iteration 48Q: 3 clusters Score -1721568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1721568.625000 Penalty: 4805.495117
	Iteration 49Q: 3 clusters Score -1721569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1721572.875000 Penalty: 4805.495117
	Iteration 50Q: 3 clusters Score -1721573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1721573.375000 Penalty: 4805.495117
	Iteration 51Q: 3 clusters Score -1721573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1721572.625000 Penalty: 4805.495117
	Iteration 52Q: 3 clusters Score -1721573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1721575.500000 Penalty: 4805.495117
	Iteration 53Q: 3 clusters Score -1721576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1721578.500000 Penalty: 4805.495117
	Iteration 54Q: 3 clusters Score -1721578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1721576.250000 Penalty: 4805.495117
	Iteration 55Q: 3 clusters Score -1721576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1721576.750000 Penalty: 4805.495117
	Iteration 56Q: 3 clusters Score -1721577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1721576.875000 Penalty: 4805.495117
	Iteration 57Q: 3 clusters Score -1721577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1721577.625000 Penalty: 4805.495117
	Iteration 58Q: 3 clusters Score -1721578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1721579.500000 Penalty: 4805.495117
	Iteration 59Q: 3 clusters Score -1721580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1721581.250000 Penalty: 4805.495117
	Iteration 60F: 3 clusters Score -1721581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Entering Unmasked Estep 
Score: -4848773.000000 Penalty: 2670.479736
	Iteration 0F: 2 clusters Score -4848773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4816484.000000 Penalty: 5340.959473
	Iteration 0F: 3 clusters Score -4816484 nChanged 22002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4828489.500000 Penalty: 5340.959473
	Iteration 1F: 3 clusters Score -4828490 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -4828967.500000 Penalty: 5340.959473
	Iteration 2Q: 3 clusters Score -4828968 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4829381.000000 Penalty: 5340.959473
	Iteration 3Q: 3 clusters Score -4829381 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4829747.000000 Penalty: 5340.959473
	Iteration 4Q: 3 clusters Score -4829747 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4830143.500000 Penalty: 5340.959473
	Iteration 5Q: 3 clusters Score -4830144 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4830568.500000 Penalty: 5340.959473
	Iteration 6Q: 3 clusters Score -4830568 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4831062.000000 Penalty: 5340.959473
	Iteration 7Q: 3 clusters Score -4831062 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4831851.000000 Penalty: 5340.959473
	Iteration 8Q: 3 clusters Score -4831851 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4833032.000000 Penalty: 5340.959473
	Iteration 9Q: 3 clusters Score -4833032 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4834652.500000 Penalty: 5340.959473
	Iteration 10F: 3 clusters Score -4834652 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4836563.500000 Penalty: 5340.959473
	Iteration 11F: 3 clusters Score -4836564 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -4838529.500000 Penalty: 5340.959473
	Iteration 12F: 3 clusters Score -4838530 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -4840395.000000 Penalty: 5340.959473
	Iteration 13F: 3 clusters Score -4840395 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4842061.500000 Penalty: 5340.959473
	Iteration 14Q: 3 clusters Score -4842062 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -4843535.500000 Penalty: 5340.959473
	Iteration 15Q: 3 clusters Score -4843536 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4844726.500000 Penalty: 5340.959473
	Iteration 16Q: 3 clusters Score -4844726 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4845552.000000 Penalty: 5340.959473
	Iteration 17Q: 3 clusters Score -4845552 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4846047.000000 Penalty: 5340.959473
	Iteration 18Q: 3 clusters Score -4846047 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4846384.000000 Penalty: 5340.959473
	Iteration 19Q: 3 clusters Score -4846384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4846601.000000 Penalty: 5340.959473
	Iteration 20F: 3 clusters Score -4846601 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4846747.000000 Penalty: 5340.959473
	Iteration 21Q: 3 clusters Score -4846747 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4846849.500000 Penalty: 5340.959473
	Iteration 22Q: 3 clusters Score -4846850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4846897.500000 Penalty: 5340.959473
	Iteration 23Q: 3 clusters Score -4846898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4846933.500000 Penalty: 5340.959473
	Iteration 24Q: 3 clusters Score -4846934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4846948.000000 Penalty: 5340.959473
	Iteration 25Q: 3 clusters Score -4846948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4846962.500000 Penalty: 5340.959473
	Iteration 26Q: 3 clusters Score -4846962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4846986.000000 Penalty: 5340.959473
	Iteration 27Q: 3 clusters Score -4846986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4846988.000000 Penalty: 5340.959473
	Iteration 28Q: 3 clusters Score -4846988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4846992.000000 Penalty: 5340.959473
	Iteration 29Q: 3 clusters Score -4846992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4846997.500000 Penalty: 5340.959473
	Iteration 30Q: 3 clusters Score -4846998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4846996.500000 Penalty: 5340.959473
	Iteration 31Q: 3 clusters Score -4846996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4847001.000000 Penalty: 5340.959473
	Iteration 32Q: 3 clusters Score -4847001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4846999.000000 Penalty: 5340.959473
	Iteration 33Q: 3 clusters Score -4846999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4846997.500000 Penalty: 5340.959473
	Iteration 34Q: 3 clusters Score -4846998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4846996.500000 Penalty: 5340.959473
	Iteration 35Q: 3 clusters Score -4846996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4846999.000000 Penalty: 5340.959473
	Iteration 36Q: 3 clusters Score -4846999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4847001.000000 Penalty: 5340.959473
	Iteration 37Q: 3 clusters Score -4847001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4847004.000000 Penalty: 5340.959473
	Iteration 38Q: 3 clusters Score -4847004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4847006.000000 Penalty: 5340.959473
	Iteration 39Q: 3 clusters Score -4847006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4847007.500000 Penalty: 5340.959473
	Iteration 40F: 3 clusters Score -4847008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4847010.000000 Penalty: 5340.959473
	Iteration 41Q: 3 clusters Score -4847010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4847008.500000 Penalty: 5340.959473
	Iteration 42Q: 3 clusters Score -4847008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4847011.000000 Penalty: 5340.959473
	Iteration 43Q: 3 clusters Score -4847011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4847007.500000 Penalty: 5340.959473
	Iteration 44Q: 3 clusters Score -4847008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4847010.000000 Penalty: 5340.959473
	Iteration 45Q: 3 clusters Score -4847010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4847013.500000 Penalty: 5340.959473
	Iteration 46Q: 3 clusters Score -4847014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4847017.000000 Penalty: 5340.959473
	Iteration 47Q: 3 clusters Score -4847017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4847017.000000 Penalty: 5340.959473
	Iteration 48F: 3 clusters Score -4847017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Entering Unmasked Estep 
Score: -2858932.500000 Penalty: 2528.081787
	Iteration 0F: 2 clusters Score -2858932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2840599.250000 Penalty: 5056.163574
	Iteration 0F: 3 clusters Score -2840599 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2846995.500000 Penalty: 5056.163574
	Iteration 1F: 3 clusters Score -2846996 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2847299.750000 Penalty: 5056.163574
	Iteration 2Q: 3 clusters Score -2847300 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2847598.500000 Penalty: 5056.163574
	Iteration 3Q: 3 clusters Score -2847598 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2847901.750000 Penalty: 5056.163574
	Iteration 4Q: 3 clusters Score -2847902 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2848285.250000 Penalty: 5056.163574
	Iteration 5Q: 3 clusters Score -2848285 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2848738.000000 Penalty: 5056.163574
	Iteration 6Q: 3 clusters Score -2848738 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2849403.250000 Penalty: 5056.163574
	Iteration 7Q: 3 clusters Score -2849403 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2850381.000000 Penalty: 5056.163574
	Iteration 8F: 3 clusters Score -2850381 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2851676.000000 Penalty: 5056.163574
	Iteration 9F: 3 clusters Score -2851676 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2853077.250000 Penalty: 5056.163574
	Iteration 10F: 3 clusters Score -2853077 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2854352.500000 Penalty: 5056.163574
	Iteration 11F: 3 clusters Score -2854352 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2855260.000000 Penalty: 5056.163574
	Iteration 12Q: 3 clusters Score -2855260 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2855768.250000 Penalty: 5056.163574
	Iteration 13Q: 3 clusters Score -2855768 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2856090.000000 Penalty: 5056.163574
	Iteration 14Q: 3 clusters Score -2856090 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2856299.250000 Penalty: 5056.163574
	Iteration 15Q: 3 clusters Score -2856299 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2856415.250000 Penalty: 5056.163574
	Iteration 16Q: 3 clusters Score -2856415 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -2856503.750000 Penalty: 5056.163574
	Iteration 17Q: 3 clusters Score -2856504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -2856580.750000 Penalty: 5056.163574
	Iteration 18Q: 3 clusters Score -2856581 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2856633.500000 Penalty: 5056.163574
	Iteration 19Q: 3 clusters Score -2856634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -2856648.000000 Penalty: 5056.163574
	Iteration 20F: 3 clusters Score -2856648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -2856673.000000 Penalty: 5056.163574
	Iteration 21Q: 3 clusters Score -2856673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -2856700.500000 Penalty: 5056.163574
	Iteration 22Q: 3 clusters Score -2856700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2856708.250000 Penalty: 5056.163574
	Iteration 23Q: 3 clusters Score -2856708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -2856724.250000 Penalty: 5056.163574
	Iteration 24Q: 3 clusters Score -2856724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -2856733.750000 Penalty: 5056.163574
	Iteration 25Q: 3 clusters Score -2856734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -2856740.250000 Penalty: 5056.163574
	Iteration 26Q: 3 clusters Score -2856740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -2856743.500000 Penalty: 5056.163574
	Iteration 27Q: 3 clusters Score -2856744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -2856749.000000 Penalty: 5056.163574
	Iteration 28Q: 3 clusters Score -2856749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2856755.750000 Penalty: 5056.163574
	Iteration 29Q: 3 clusters Score -2856756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -2856760.500000 Penalty: 5056.163574
	Iteration 30Q: 3 clusters Score -2856760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -2856761.750000 Penalty: 5056.163574
	Iteration 31Q: 3 clusters Score -2856762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2856762.000000 Penalty: 5056.163574
	Iteration 32Q: 3 clusters Score -2856762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2856768.250000 Penalty: 5056.163574
	Iteration 33Q: 3 clusters Score -2856768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -2856764.000000 Penalty: 5056.163574
	Iteration 34Q: 3 clusters Score -2856764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -2856763.750000 Penalty: 5056.163574
	Iteration 35Q: 3 clusters Score -2856764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -2856771.250000 Penalty: 5056.163574
	Iteration 36Q: 3 clusters Score -2856771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -2856774.750000 Penalty: 5056.163574
	Iteration 37Q: 3 clusters Score -2856775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -2856772.000000 Penalty: 5056.163574
	Iteration 38Q: 3 clusters Score -2856772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2856771.500000 Penalty: 5056.163574
	Iteration 39Q: 3 clusters Score -2856772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -2856774.250000 Penalty: 5056.163574
	Iteration 40F: 3 clusters Score -2856774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -2856776.500000 Penalty: 5056.163574
	Iteration 41Q: 3 clusters Score -2856776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -2856779.500000 Penalty: 5056.163574
	Iteration 42Q: 3 clusters Score -2856780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -2856779.500000 Penalty: 5056.163574
	Iteration 43Q: 3 clusters Score -2856780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2856785.250000 Penalty: 5056.163574
	Iteration 44Q: 3 clusters Score -2856785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -2856785.000000 Penalty: 5056.163574
	Iteration 45Q: 3 clusters Score -2856785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2856783.250000 Penalty: 5056.163574
	Iteration 46Q: 3 clusters Score -2856783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2856784.250000 Penalty: 5056.163574
	Iteration 47Q: 3 clusters Score -2856784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -2856784.250000 Penalty: 5056.163574
	Iteration 48Q: 3 clusters Score -2856784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -2856782.750000 Penalty: 5056.163574
	Iteration 49Q: 3 clusters Score -2856783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -2856788.250000 Penalty: 5056.163574
	Iteration 50Q: 3 clusters Score -2856788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -2856792.250000 Penalty: 5056.163574
	Iteration 51Q: 3 clusters Score -2856792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2856789.250000 Penalty: 5056.163574
	Iteration 52Q: 3 clusters Score -2856789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -2856789.500000 Penalty: 5056.163574
	Iteration 53Q: 3 clusters Score -2856790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -2856791.750000 Penalty: 5056.163574
	Iteration 54Q: 3 clusters Score -2856792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -2856794.250000 Penalty: 5056.163574
	Iteration 55Q: 3 clusters Score -2856794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -2856798.000000 Penalty: 5056.163574
	Iteration 56Q: 3 clusters Score -2856798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -2856800.250000 Penalty: 5056.163574
	Iteration 57Q: 3 clusters Score -2856800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -2856802.500000 Penalty: 5056.163574
	Iteration 58Q: 3 clusters Score -2856802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -2856804.250000 Penalty: 5056.163574
	Iteration 59Q: 3 clusters Score -2856804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2856801.500000 Penalty: 5056.163574
	Iteration 60F: 3 clusters Score -2856802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2856801.000000 Penalty: 5056.163574
	Iteration 61Q: 3 clusters Score -2856801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2856800.500000 Penalty: 5056.163574
	Iteration 62Q: 3 clusters Score -2856800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -2856798.500000 Penalty: 5056.163574
	Iteration 63Q: 3 clusters Score -2856798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2856800.500000 Penalty: 5056.163574
	Iteration 64Q: 3 clusters Score -2856800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2856804.500000 Penalty: 5056.163574
	Iteration 65Q: 3 clusters Score -2856804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -2856803.750000 Penalty: 5056.163574
	Iteration 66Q: 3 clusters Score -2856804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -2856807.500000 Penalty: 5056.163574
	Iteration 67Q: 3 clusters Score -2856808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2856812.750000 Penalty: 5056.163574
	Iteration 68Q: 3 clusters Score -2856813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -2856815.000000 Penalty: 5056.163574
	Iteration 69Q: 3 clusters Score -2856815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -2856815.750000 Penalty: 5056.163574
	Iteration 70Q: 3 clusters Score -2856816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -2856818.500000 Penalty: 5056.163574
	Iteration 71Q: 3 clusters Score -2856818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2856818.250000 Penalty: 5056.163574
	Iteration 72Q: 3 clusters Score -2856818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -2856824.000000 Penalty: 5056.163574
	Iteration 73Q: 3 clusters Score -2856824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -2856825.750000 Penalty: 5056.163574
	Iteration 74Q: 3 clusters Score -2856826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -2856827.000000 Penalty: 5056.163574
	Iteration 75Q: 3 clusters Score -2856827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2856828.500000 Penalty: 5056.163574
	Iteration 76Q: 3 clusters Score -2856828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -2856828.000000 Penalty: 5056.163574
	Iteration 77Q: 3 clusters Score -2856828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2856828.500000 Penalty: 5056.163574
	Iteration 78Q: 3 clusters Score -2856828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -2856828.000000 Penalty: 5056.163574
	Iteration 79Q: 3 clusters Score -2856828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -2856834.000000 Penalty: 5056.163574
	Iteration 80F: 3 clusters Score -2856834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2856834.250000 Penalty: 5056.163574
	Iteration 81Q: 3 clusters Score -2856834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2856835.750000 Penalty: 5056.163574
	Iteration 82Q: 3 clusters Score -2856836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2856835.750000 Penalty: 5056.163574
	Iteration 83F: 3 clusters Score -2856836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -71257.414062 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -71257.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69577.367188 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -69577.37 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69938.132812 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -69938.13 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70062.539062 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -70062.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70172.687500 Penalty: 3301.736328
	Iteration 3Q: 3 clusters Score -70172.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -70279.929688 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -70279.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -70444.671875 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -70444.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -70548.195312 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -70548.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -70600.890625 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -70600.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70632.718750 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -70632.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -70651.898438 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -70651.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -70659.351562 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -70659.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -70666.390625 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -70666.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70675.851562 Penalty: 3301.736328
	Iteration 12Q: 3 clusters Score -70675.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -70679.421875 Penalty: 3301.736328
	Iteration 13Q: 3 clusters Score -70679.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70684.179688 Penalty: 3301.736328
	Iteration 14Q: 3 clusters Score -70684.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -70684.179688 Penalty: 3301.736328
	Iteration 15F: 3 clusters Score -70684.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (206231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206231 members 
Entering Unmasked Estep 
Score: -21503638.000000 Penalty: 3034.714600
	Iteration 0F: 2 clusters Score -2.150364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 103483 members 
Entering Unmasked Estep 
Score: -21372732.000000 Penalty: 6069.429199
	Iteration 0F: 3 clusters Score -2.137273e+07 nChanged 98770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -21430998.000000 Penalty: 6069.429199
	Iteration 1F: 3 clusters Score -2.1431e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 113378 members 
Entering Unmasked Estep 
Score: -21432850.000000 Penalty: 6069.429199
	Iteration 2Q: 3 clusters Score -2.143285e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 118879 members 
Entering Unmasked Estep 
Score: -21435480.000000 Penalty: 6069.429199
	Iteration 3Q: 3 clusters Score -2.143548e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 126879 members 
Entering Unmasked Estep 
Score: -21439672.000000 Penalty: 6069.429199
	Iteration 4Q: 3 clusters Score -2.143967e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 137863 members 
Entering Unmasked Estep 
Score: -21446296.000000 Penalty: 6069.429199
	Iteration 5F: 3 clusters Score -2.14463e+07 nChanged 14772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 152031 members 
Entering Unmasked Estep 
Score: -21455862.000000 Penalty: 6069.429199
	Iteration 6F: 3 clusters Score -2.145586e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 167396 members 
Entering Unmasked Estep 
Score: -21468012.000000 Penalty: 6069.429199
	Iteration 7F: 3 clusters Score -2.146801e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 181307 members 
Entering Unmasked Estep 
Score: -21479386.000000 Penalty: 6069.429199
	Iteration 8F: 3 clusters Score -2.147939e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 191512 members 
Entering Unmasked Estep 
Score: -21488974.000000 Penalty: 6069.429199
	Iteration 9Q: 3 clusters Score -2.148897e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 197920 members 
Entering Unmasked Estep 
Score: -21495536.000000 Penalty: 6069.429199
	Iteration 10Q: 3 clusters Score -2.149554e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 201409 members 
Entering Unmasked Estep 
Score: -21498296.000000 Penalty: 6069.429199
	Iteration 11Q: 3 clusters Score -2.14983e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 203153 members 
Entering Unmasked Estep 
Score: -21499486.000000 Penalty: 6069.429199
	Iteration 12Q: 3 clusters Score -2.149949e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 204033 members 
Entering Unmasked Estep 
Score: -21500096.000000 Penalty: 6069.429199
	Iteration 13Q: 3 clusters Score -2.15001e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 204484 members 
Entering Unmasked Estep 
Score: -21500428.000000 Penalty: 6069.429199
	Iteration 14Q: 3 clusters Score -2.150043e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 204752 members 
Entering Unmasked Estep 
Score: -21500626.000000 Penalty: 6069.429199
	Iteration 15Q: 3 clusters Score -2.150063e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 204911 members 
Entering Unmasked Estep 
Score: -21500750.000000 Penalty: 6069.429199
	Iteration 16Q: 3 clusters Score -2.150075e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 205009 members 
Entering Unmasked Estep 
Score: -21500840.000000 Penalty: 6069.429199
	Iteration 17Q: 3 clusters Score -2.150084e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 205075 members 
Entering Unmasked Estep 
Score: -21500906.000000 Penalty: 6069.429199
	Iteration 18Q: 3 clusters Score -2.150091e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 205113 members 
Entering Unmasked Estep 
Score: -21500946.000000 Penalty: 6069.429199
	Iteration 19Q: 3 clusters Score -2.150095e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 205144 members 
Entering Unmasked Estep 
Score: -21500984.000000 Penalty: 6069.429199
	Iteration 20F: 3 clusters Score -2.150098e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 205164 members 
Entering Unmasked Estep 
Score: -21500998.000000 Penalty: 6069.429199
	Iteration 21Q: 3 clusters Score -2.1501e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 205183 members 
Entering Unmasked Estep 
Score: -21501006.000000 Penalty: 6069.429199
	Iteration 22Q: 3 clusters Score -2.150101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 205205 members 
Entering Unmasked Estep 
Score: -21501020.000000 Penalty: 6069.429199
	Iteration 23Q: 3 clusters Score -2.150102e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 205225 members 
Entering Unmasked Estep 
Score: -21501050.000000 Penalty: 6069.429199
	Iteration 24Q: 3 clusters Score -2.150105e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 205250 members 
Entering Unmasked Estep 
Score: -21501072.000000 Penalty: 6069.429199
	Iteration 25Q: 3 clusters Score -2.150107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 205266 members 
Entering Unmasked Estep 
Score: -21501086.000000 Penalty: 6069.429199
	Iteration 26Q: 3 clusters Score -2.150109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 205281 members 
Entering Unmasked Estep 
Score: -21501088.000000 Penalty: 6069.429199
	Iteration 27Q: 3 clusters Score -2.150109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 205288 members 
Entering Unmasked Estep 
Score: -21501088.000000 Penalty: 6069.429199
	Iteration 28Q: 3 clusters Score -2.150109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 205296 members 
Entering Unmasked Estep 
Score: -21501108.000000 Penalty: 6069.429199
	Iteration 29Q: 3 clusters Score -2.150111e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 205303 members 
Entering Unmasked Estep 
Score: -21501096.000000 Penalty: 6069.429199
	Iteration 30Q: 3 clusters Score -2.15011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 205306 members 
Entering Unmasked Estep 
Score: -21501106.000000 Penalty: 6069.429199
	Iteration 31Q: 3 clusters Score -2.150111e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 205310 members 
Entering Unmasked Estep 
Score: -21501124.000000 Penalty: 6069.429199
	Iteration 32Q: 3 clusters Score -2.150112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 205311 members 
Entering Unmasked Estep 
Score: -21501112.000000 Penalty: 6069.429199
	Iteration 33Q: 3 clusters Score -2.150111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 205313 members 
Entering Unmasked Estep 
Score: -21501110.000000 Penalty: 6069.429199
	Iteration 34Q: 3 clusters Score -2.150111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 205314 members 
Entering Unmasked Estep 
Score: -21501120.000000 Penalty: 6069.429199
	Iteration 35Q: 3 clusters Score -2.150112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 205314 members 
Entering Unmasked Estep 
Score: -21501120.000000 Penalty: 6069.429199
	Iteration 36F: 3 clusters Score -2.150112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Entering Unmasked Estep 
Score: -1810766.750000 Penalty: 2415.161377
	Iteration 0F: 2 clusters Score -1810767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1798656.875000 Penalty: 4830.322754
	Iteration 0F: 3 clusters Score -1798657 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1802633.625000 Penalty: 4830.322754
	Iteration 1F: 3 clusters Score -1802634 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1803021.500000 Penalty: 4830.322754
	Iteration 2F: 3 clusters Score -1803022 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1803328.500000 Penalty: 4830.322754
	Iteration 3Q: 3 clusters Score -1803328 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1803588.625000 Penalty: 4830.322754
	Iteration 4Q: 3 clusters Score -1803589 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1803830.000000 Penalty: 4830.322754
	Iteration 5Q: 3 clusters Score -1803830 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1804092.875000 Penalty: 4830.322754
	Iteration 6Q: 3 clusters Score -1804093 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1804425.625000 Penalty: 4830.322754
	Iteration 7Q: 3 clusters Score -1804426 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1804869.125000 Penalty: 4830.322754
	Iteration 8Q: 3 clusters Score -1804869 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1805457.125000 Penalty: 4830.322754
	Iteration 9F: 3 clusters Score -1805457 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1806166.125000 Penalty: 4830.322754
	Iteration 10F: 3 clusters Score -1806166 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1806872.375000 Penalty: 4830.322754
	Iteration 11Q: 3 clusters Score -1806872 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1807424.625000 Penalty: 4830.322754
	Iteration 12Q: 3 clusters Score -1807425 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1807793.875000 Penalty: 4830.322754
	Iteration 13Q: 3 clusters Score -1807794 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1808060.625000 Penalty: 4830.322754
	Iteration 14Q: 3 clusters Score -1808061 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1808250.750000 Penalty: 4830.322754
	Iteration 15Q: 3 clusters Score -1808251 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1808392.000000 Penalty: 4830.322754
	Iteration 16Q: 3 clusters Score -1808392 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1808505.000000 Penalty: 4830.322754
	Iteration 17Q: 3 clusters Score -1808505 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1808565.750000 Penalty: 4830.322754
	Iteration 18Q: 3 clusters Score -1808566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1808620.000000 Penalty: 4830.322754
	Iteration 19Q: 3 clusters Score -1808620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1808670.250000 Penalty: 4830.322754
	Iteration 20F: 3 clusters Score -1808670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1808708.000000 Penalty: 4830.322754
	Iteration 21Q: 3 clusters Score -1808708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -1808739.625000 Penalty: 4830.322754
	Iteration 22Q: 3 clusters Score -1808740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1808758.875000 Penalty: 4830.322754
	Iteration 23Q: 3 clusters Score -1808759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1808786.125000 Penalty: 4830.322754
	Iteration 24Q: 3 clusters Score -1808786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1808797.625000 Penalty: 4830.322754
	Iteration 25Q: 3 clusters Score -1808798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1808806.625000 Penalty: 4830.322754
	Iteration 26Q: 3 clusters Score -1808807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1808821.375000 Penalty: 4830.322754
	Iteration 27Q: 3 clusters Score -1808821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1808828.125000 Penalty: 4830.322754
	Iteration 28Q: 3 clusters Score -1808828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1808836.750000 Penalty: 4830.322754
	Iteration 29Q: 3 clusters Score -1808837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1808843.250000 Penalty: 4830.322754
	Iteration 30Q: 3 clusters Score -1808843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1808848.500000 Penalty: 4830.322754
	Iteration 31Q: 3 clusters Score -1808848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1808858.625000 Penalty: 4830.322754
	Iteration 32Q: 3 clusters Score -1808859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1808860.625000 Penalty: 4830.322754
	Iteration 33Q: 3 clusters Score -1808861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1808867.875000 Penalty: 4830.322754
	Iteration 34Q: 3 clusters Score -1808868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1808870.750000 Penalty: 4830.322754
	Iteration 35Q: 3 clusters Score -1808871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1808871.000000 Penalty: 4830.322754
	Iteration 36Q: 3 clusters Score -1808871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1808867.625000 Penalty: 4830.322754
	Iteration 37Q: 3 clusters Score -1808868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1808871.250000 Penalty: 4830.322754
	Iteration 38Q: 3 clusters Score -1808871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1808870.500000 Penalty: 4830.322754
	Iteration 39Q: 3 clusters Score -1808870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1808872.250000 Penalty: 4830.322754
	Iteration 40F: 3 clusters Score -1808872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1808873.000000 Penalty: 4830.322754
	Iteration 41Q: 3 clusters Score -1808873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1808875.625000 Penalty: 4830.322754
	Iteration 42Q: 3 clusters Score -1808876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1808882.375000 Penalty: 4830.322754
	Iteration 43Q: 3 clusters Score -1808882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1808883.375000 Penalty: 4830.322754
	Iteration 44Q: 3 clusters Score -1808883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -1808888.375000 Penalty: 4830.322754
	Iteration 45Q: 3 clusters Score -1808888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -1808894.375000 Penalty: 4830.322754
	Iteration 46Q: 3 clusters Score -1808894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -1808904.875000 Penalty: 4830.322754
	Iteration 47Q: 3 clusters Score -1808905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1808914.625000 Penalty: 4830.322754
	Iteration 48Q: 3 clusters Score -1808915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1808918.500000 Penalty: 4830.322754
	Iteration 49Q: 3 clusters Score -1808918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1808922.250000 Penalty: 4830.322754
	Iteration 50Q: 3 clusters Score -1808922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1808926.500000 Penalty: 4830.322754
	Iteration 51Q: 3 clusters Score -1808926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1808929.125000 Penalty: 4830.322754
	Iteration 52Q: 3 clusters Score -1808929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1808933.000000 Penalty: 4830.322754
	Iteration 53Q: 3 clusters Score -1808933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1808936.125000 Penalty: 4830.322754
	Iteration 54Q: 3 clusters Score -1808936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1808939.625000 Penalty: 4830.322754
	Iteration 55Q: 3 clusters Score -1808940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1808943.000000 Penalty: 4830.322754
	Iteration 56Q: 3 clusters Score -1808943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1808936.750000 Penalty: 4830.322754
	Iteration 57Q: 3 clusters Score -1808937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1808938.375000 Penalty: 4830.322754
	Iteration 58Q: 3 clusters Score -1808938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1808940.125000 Penalty: 4830.322754
	Iteration 59Q: 3 clusters Score -1808940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1808941.125000 Penalty: 4830.322754
	Iteration 60F: 3 clusters Score -1808941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1808944.125000 Penalty: 4830.322754
	Iteration 61Q: 3 clusters Score -1808944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1808948.875000 Penalty: 4830.322754
	Iteration 62Q: 3 clusters Score -1808949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1808944.750000 Penalty: 4830.322754
	Iteration 63Q: 3 clusters Score -1808945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1808948.500000 Penalty: 4830.322754
	Iteration 64Q: 3 clusters Score -1808948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -1808948.000000 Penalty: 4830.322754
	Iteration 65Q: 3 clusters Score -1808948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1808949.125000 Penalty: 4830.322754
	Iteration 66Q: 3 clusters Score -1808949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1808954.875000 Penalty: 4830.322754
	Iteration 67Q: 3 clusters Score -1808955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -1808956.375000 Penalty: 4830.322754
	Iteration 68Q: 3 clusters Score -1808956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1808952.500000 Penalty: 4830.322754
	Iteration 69Q: 3 clusters Score -1808952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -1808955.000000 Penalty: 4830.322754
	Iteration 70Q: 3 clusters Score -1808955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1808953.500000 Penalty: 4830.322754
	Iteration 71Q: 3 clusters Score -1808954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1808954.500000 Penalty: 4830.322754
	Iteration 72Q: 3 clusters Score -1808954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1808958.625000 Penalty: 4830.322754
	Iteration 73Q: 3 clusters Score -1808959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1808959.875000 Penalty: 4830.322754
	Iteration 74Q: 3 clusters Score -1808960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -1808959.875000 Penalty: 4830.322754
	Iteration 75F: 3 clusters Score -1808960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Entering Unmasked Estep 
Score: -2492062.750000 Penalty: 2493.726807
	Iteration 0F: 2 clusters Score -2492063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2475814.750000 Penalty: 4987.453613
	Iteration 0F: 3 clusters Score -2475815 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2481365.250000 Penalty: 4987.453613
	Iteration 1F: 3 clusters Score -2481365 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2481727 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2482010.250000 Penalty: 4987.453613
	Iteration 3Q: 3 clusters Score -2482010 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2482263.250000 Penalty: 4987.453613
	Iteration 4Q: 3 clusters Score -2482263 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2482511.250000 Penalty: 4987.453613
	Iteration 5Q: 3 clusters Score -2482511 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2482767.000000 Penalty: 4987.453613
	Iteration 6Q: 3 clusters Score -2482767 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2483047.250000 Penalty: 4987.453613
	Iteration 7Q: 3 clusters Score -2483047 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2483359.500000 Penalty: 4987.453613
	Iteration 8Q: 3 clusters Score -2483360 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2483748.250000 Penalty: 4987.453613
	Iteration 9Q: 3 clusters Score -2483748 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2484233.250000 Penalty: 4987.453613
	Iteration 10Q: 3 clusters Score -2484233 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2484842.750000 Penalty: 4987.453613
	Iteration 11Q: 3 clusters Score -2484843 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2485673.000000 Penalty: 4987.453613
	Iteration 12Q: 3 clusters Score -2485673 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2486534.500000 Penalty: 4987.453613
	Iteration 13F: 3 clusters Score -2486534 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2487210.000000 Penalty: 4987.453613
	Iteration 14Q: 3 clusters Score -2487210 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2487575.000000 Penalty: 4987.453613
	Iteration 15Q: 3 clusters Score -2487575 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2487770.750000 Penalty: 4987.453613
	Iteration 16Q: 3 clusters Score -2487771 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2487846.750000 Penalty: 4987.453613
	Iteration 17Q: 3 clusters Score -2487847 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2487903.750000 Penalty: 4987.453613
	Iteration 18Q: 3 clusters Score -2487904 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2487938.250000 Penalty: 4987.453613
	Iteration 19Q: 3 clusters Score -2487938 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2487970.000000 Penalty: 4987.453613
	Iteration 20F: 3 clusters Score -2487970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2488008.250000 Penalty: 4987.453613
	Iteration 21Q: 3 clusters Score -2488008 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2488024.750000 Penalty: 4987.453613
	Iteration 22Q: 3 clusters Score -2488025 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2488061.000000 Penalty: 4987.453613
	Iteration 23Q: 3 clusters Score -2488061 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2488062.250000 Penalty: 4987.453613
	Iteration 24Q: 3 clusters Score -2488062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2488082.500000 Penalty: 4987.453613
	Iteration 25Q: 3 clusters Score -2488082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2488102.000000 Penalty: 4987.453613
	Iteration 26Q: 3 clusters Score -2488102 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2488122.000000 Penalty: 4987.453613
	Iteration 27Q: 3 clusters Score -2488122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2488139.000000 Penalty: 4987.453613
	Iteration 28Q: 3 clusters Score -2488139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2488167.250000 Penalty: 4987.453613
	Iteration 29Q: 3 clusters Score -2488167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2488166.250000 Penalty: 4987.453613
	Iteration 30Q: 3 clusters Score -2488166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2488176.250000 Penalty: 4987.453613
	Iteration 31Q: 3 clusters Score -2488176 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2488181.250000 Penalty: 4987.453613
	Iteration 32Q: 3 clusters Score -2488181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2488189.750000 Penalty: 4987.453613
	Iteration 33Q: 3 clusters Score -2488190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2488199.000000 Penalty: 4987.453613
	Iteration 34Q: 3 clusters Score -2488199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2488206.000000 Penalty: 4987.453613
	Iteration 35Q: 3 clusters Score -2488206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2488207.750000 Penalty: 4987.453613
	Iteration 36Q: 3 clusters Score -2488208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2488219.750000 Penalty: 4987.453613
	Iteration 37Q: 3 clusters Score -2488220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2488219.500000 Penalty: 4987.453613
	Iteration 38Q: 3 clusters Score -2488220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2488222.000000 Penalty: 4987.453613
	Iteration 39Q: 3 clusters Score -2488222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2488230.500000 Penalty: 4987.453613
	Iteration 40F: 3 clusters Score -2488230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2488236.250000 Penalty: 4987.453613
	Iteration 41Q: 3 clusters Score -2488236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2488240.250000 Penalty: 4987.453613
	Iteration 42Q: 3 clusters Score -2488240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2488247.250000 Penalty: 4987.453613
	Iteration 43Q: 3 clusters Score -2488247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2488249.000000 Penalty: 4987.453613
	Iteration 44Q: 3 clusters Score -2488249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2488250.000000 Penalty: 4987.453613
	Iteration 45Q: 3 clusters Score -2488250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2488256.500000 Penalty: 4987.453613
	Iteration 46Q: 3 clusters Score -2488256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2488254.750000 Penalty: 4987.453613
	Iteration 47Q: 3 clusters Score -2488255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2488255.500000 Penalty: 4987.453613
	Iteration 48Q: 3 clusters Score -2488256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2488260.000000 Penalty: 4987.453613
	Iteration 49Q: 3 clusters Score -2488260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2488257.000000 Penalty: 4987.453613
	Iteration 50Q: 3 clusters Score -2488257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2488261.250000 Penalty: 4987.453613
	Iteration 51Q: 3 clusters Score -2488261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2488264.500000 Penalty: 4987.453613
	Iteration 52Q: 3 clusters Score -2488264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2488263.750000 Penalty: 4987.453613
	Iteration 53Q: 3 clusters Score -2488264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2488264.250000 Penalty: 4987.453613
	Iteration 54Q: 3 clusters Score -2488264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2488267.500000 Penalty: 4987.453613
	Iteration 55Q: 3 clusters Score -2488268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2488268.250000 Penalty: 4987.453613
	Iteration 56Q: 3 clusters Score -2488268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2488272.250000 Penalty: 4987.453613
	Iteration 57Q: 3 clusters Score -2488272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2488266.750000 Penalty: 4987.453613
	Iteration 58Q: 3 clusters Score -2488267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2488273.250000 Penalty: 4987.453613
	Iteration 59Q: 3 clusters Score -2488273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2488277.250000 Penalty: 4987.453613
	Iteration 60F: 3 clusters Score -2488277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2488274.250000 Penalty: 4987.453613
	Iteration 61Q: 3 clusters Score -2488274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2488278.750000 Penalty: 4987.453613
	Iteration 62Q: 3 clusters Score -2488279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2488278.000000 Penalty: 4987.453613
	Iteration 63Q: 3 clusters Score -2488278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2488278.500000 Penalty: 4987.453613
	Iteration 64Q: 3 clusters Score -2488278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2488292.000000 Penalty: 4987.453613
	Iteration 65Q: 3 clusters Score -2488292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2488285.500000 Penalty: 4987.453613
	Iteration 66Q: 3 clusters Score -2488286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2488288.000000 Penalty: 4987.453613
	Iteration 67Q: 3 clusters Score -2488288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2488286.750000 Penalty: 4987.453613
	Iteration 68Q: 3 clusters Score -2488287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2488286.500000 Penalty: 4987.453613
	Iteration 69Q: 3 clusters Score -2488286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2488292.000000 Penalty: 4987.453613
	Iteration 70Q: 3 clusters Score -2488292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2488293.500000 Penalty: 4987.453613
	Iteration 71Q: 3 clusters Score -2488294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2488291.500000 Penalty: 4987.453613
	Iteration 72Q: 3 clusters Score -2488292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2488297.750000 Penalty: 4987.453613
	Iteration 73Q: 3 clusters Score -2488298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2488290.500000 Penalty: 4987.453613
	Iteration 74Q: 3 clusters Score -2488290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2488296.500000 Penalty: 4987.453613
	Iteration 75Q: 3 clusters Score -2488296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2488296.500000 Penalty: 4987.453613
	Iteration 76Q: 3 clusters Score -2488296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2488297.000000 Penalty: 4987.453613
	Iteration 77Q: 3 clusters Score -2488297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2488298.500000 Penalty: 4987.453613
	Iteration 78Q: 3 clusters Score -2488298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2488304.000000 Penalty: 4987.453613
	Iteration 79Q: 3 clusters Score -2488304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2488302 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2488309 nChanged 15
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	Iteration 84Q: 3 clusters Score -2488310 nChanged 25
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	Iteration 86Q: 3 clusters Score -2488319 nChanged 21
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Mstep: Class 1 contains 14706 members 
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Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14910 members 
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Mstep: Class 1 contains 14945 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2488352 nChanged 38
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Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2488353 nChanged 33
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Mstep: Class 1 contains 15055 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 8185 members 
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Mstep: Class 1 contains 15149 members 
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	Iteration 100F: 3 clusters Score -2488370 nChanged 57
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Mstep: Class 1 contains 15204 members 
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Mstep: Class 1 contains 15308 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 7931 members 
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	Iteration 160F: 3 clusters Score -2488954 nChanged 92
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	Iteration 172Q: 3 clusters Score -2489290 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2489324.250000 Penalty: 4987.453613
	Iteration 173Q: 3 clusters Score -2489324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2489359.000000 Penalty: 4987.453613
	Iteration 174Q: 3 clusters Score -2489359 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2489388.500000 Penalty: 4987.453613
	Iteration 175Q: 3 clusters Score -2489388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2489426.000000 Penalty: 4987.453613
	Iteration 176Q: 3 clusters Score -2489426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2489452.000000 Penalty: 4987.453613
	Iteration 177Q: 3 clusters Score -2489452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2489467.500000 Penalty: 4987.453613
	Iteration 178Q: 3 clusters Score -2489468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2489499.000000 Penalty: 4987.453613
	Iteration 179Q: 3 clusters Score -2489499 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2489511.000000 Penalty: 4987.453613
	Iteration 180F: 3 clusters Score -2489511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2489524.000000 Penalty: 4987.453613
	Iteration 181Q: 3 clusters Score -2489524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2489554.000000 Penalty: 4987.453613
	Iteration 182Q: 3 clusters Score -2489554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2489573.250000 Penalty: 4987.453613
	Iteration 183Q: 3 clusters Score -2489573 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2489589.500000 Penalty: 4987.453613
	Iteration 184Q: 3 clusters Score -2489590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2489608.750000 Penalty: 4987.453613
	Iteration 185Q: 3 clusters Score -2489609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2489630.250000 Penalty: 4987.453613
	Iteration 186Q: 3 clusters Score -2489630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2489647.500000 Penalty: 4987.453613
	Iteration 187Q: 3 clusters Score -2489648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2489664.500000 Penalty: 4987.453613
	Iteration 188Q: 3 clusters Score -2489664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2489673.000000 Penalty: 4987.453613
	Iteration 189Q: 3 clusters Score -2489673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2489695.250000 Penalty: 4987.453613
	Iteration 190Q: 3 clusters Score -2489695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2489716.500000 Penalty: 4987.453613
	Iteration 191Q: 3 clusters Score -2489716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2489731.500000 Penalty: 4987.453613
	Iteration 192Q: 3 clusters Score -2489732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2489745.250000 Penalty: 4987.453613
	Iteration 193Q: 3 clusters Score -2489745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2489763.750000 Penalty: 4987.453613
	Iteration 194Q: 3 clusters Score -2489764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2489776.250000 Penalty: 4987.453613
	Iteration 195Q: 3 clusters Score -2489776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2489782.750000 Penalty: 4987.453613
	Iteration 196Q: 3 clusters Score -2489783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2489789.750000 Penalty: 4987.453613
	Iteration 197Q: 3 clusters Score -2489790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2489795.000000 Penalty: 4987.453613
	Iteration 198Q: 3 clusters Score -2489795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2489795.000000 Penalty: 4987.453613
	Iteration 199Q: 3 clusters Score -2489795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2489797.000000 Penalty: 4987.453613
	Iteration 200F: 3 clusters Score -2489797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2489802.250000 Penalty: 4987.453613
	Iteration 201Q: 3 clusters Score -2489802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2489808.000000 Penalty: 4987.453613
	Iteration 202Q: 3 clusters Score -2489808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2489812.250000 Penalty: 4987.453613
	Iteration 203Q: 3 clusters Score -2489812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2489815.750000 Penalty: 4987.453613
	Iteration 204Q: 3 clusters Score -2489816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2489817.000000 Penalty: 4987.453613
	Iteration 205Q: 3 clusters Score -2489817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2489819.250000 Penalty: 4987.453613
	Iteration 206Q: 3 clusters Score -2489819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2489816.250000 Penalty: 4987.453613
	Iteration 207Q: 3 clusters Score -2489816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2489819.000000 Penalty: 4987.453613
	Iteration 208Q: 3 clusters Score -2489819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2489822.750000 Penalty: 4987.453613
	Iteration 209Q: 3 clusters Score -2489823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2489825.250000 Penalty: 4987.453613
	Iteration 210Q: 3 clusters Score -2489825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2489829.000000 Penalty: 4987.453613
	Iteration 211Q: 3 clusters Score -2489829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2489825.500000 Penalty: 4987.453613
	Iteration 212Q: 3 clusters Score -2489826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2489830.250000 Penalty: 4987.453613
	Iteration 213Q: 3 clusters Score -2489830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2489830.250000 Penalty: 4987.453613
	Iteration 214Q: 3 clusters Score -2489830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2489839.250000 Penalty: 4987.453613
	Iteration 215Q: 3 clusters Score -2489839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2489841.000000 Penalty: 4987.453613
	Iteration 216Q: 3 clusters Score -2489841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2489838.250000 Penalty: 4987.453613
	Iteration 217Q: 3 clusters Score -2489838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2489844.250000 Penalty: 4987.453613
	Iteration 218Q: 3 clusters Score -2489844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2489844.750000 Penalty: 4987.453613
	Iteration 219Q: 3 clusters Score -2489845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2489844.750000 Penalty: 4987.453613
	Iteration 220F: 3 clusters Score -2489845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2489852.500000 Penalty: 4987.453613
	Iteration 221Q: 3 clusters Score -2489852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2489849.000000 Penalty: 4987.453613
	Iteration 222Q: 3 clusters Score -2489849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2489849.000000 Penalty: 4987.453613
	Iteration 223Q: 3 clusters Score -2489849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2489847.250000 Penalty: 4987.453613
	Iteration 224Q: 3 clusters Score -2489847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2489850.500000 Penalty: 4987.453613
	Iteration 225Q: 3 clusters Score -2489850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2489853.750000 Penalty: 4987.453613
	Iteration 226Q: 3 clusters Score -2489854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2489853.500000 Penalty: 4987.453613
	Iteration 227Q: 3 clusters Score -2489854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2489853.000000 Penalty: 4987.453613
	Iteration 228Q: 3 clusters Score -2489853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2489855.250000 Penalty: 4987.453613
	Iteration 229Q: 3 clusters Score -2489855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2489859.000000 Penalty: 4987.453613
	Iteration 230Q: 3 clusters Score -2489859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2489858.250000 Penalty: 4987.453613
	Iteration 231Q: 3 clusters Score -2489858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2489861.250000 Penalty: 4987.453613
	Iteration 232Q: 3 clusters Score -2489861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2489860.250000 Penalty: 4987.453613
	Iteration 233Q: 3 clusters Score -2489860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2489861.750000 Penalty: 4987.453613
	Iteration 234Q: 3 clusters Score -2489862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2489865.250000 Penalty: 4987.453613
	Iteration 235Q: 3 clusters Score -2489865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2489871.000000 Penalty: 4987.453613
	Iteration 236Q: 3 clusters Score -2489871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2489870.000000 Penalty: 4987.453613
	Iteration 237Q: 3 clusters Score -2489870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2489870.500000 Penalty: 4987.453613
	Iteration 238Q: 3 clusters Score -2489870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2489876.250000 Penalty: 4987.453613
	Iteration 239Q: 3 clusters Score -2489876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2489876.500000 Penalty: 4987.453613
	Iteration 240F: 3 clusters Score -2489876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2489875.500000 Penalty: 4987.453613
	Iteration 241Q: 3 clusters Score -2489876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2489875.500000 Penalty: 4987.453613
	Iteration 242F: 3 clusters Score -2489876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Entering Unmasked Estep 
Score: -2518443.250000 Penalty: 2497.983154
	Iteration 0F: 2 clusters Score -2518443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2501994.250000 Penalty: 4995.966309
	Iteration 0F: 3 clusters Score -2501994 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2507748.000000 Penalty: 4995.966309
	Iteration 1F: 3 clusters Score -2507748 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2508484.000000 Penalty: 4995.966309
	Iteration 2F: 3 clusters Score -2508484 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2509169.500000 Penalty: 4995.966309
	Iteration 3F: 3 clusters Score -2509170 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2509843.000000 Penalty: 4995.966309
	Iteration 4F: 3 clusters Score -2509843 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2510621.500000 Penalty: 4995.966309
	Iteration 5F: 3 clusters Score -2510622 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2511472.500000 Penalty: 4995.966309
	Iteration 6F: 3 clusters Score -2511472 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2512495.000000 Penalty: 4995.966309
	Iteration 7F: 3 clusters Score -2512495 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2513626.750000 Penalty: 4995.966309
	Iteration 8F: 3 clusters Score -2513627 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2514669.500000 Penalty: 4995.966309
	Iteration 9F: 3 clusters Score -2514670 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2515294.500000 Penalty: 4995.966309
	Iteration 10Q: 3 clusters Score -2515294 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2515602.250000 Penalty: 4995.966309
	Iteration 11Q: 3 clusters Score -2515602 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2515767.500000 Penalty: 4995.966309
	Iteration 12Q: 3 clusters Score -2515768 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2515886.250000 Penalty: 4995.966309
	Iteration 13Q: 3 clusters Score -2515886 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2515972.750000 Penalty: 4995.966309
	Iteration 14Q: 3 clusters Score -2515973 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2516040.500000 Penalty: 4995.966309
	Iteration 15Q: 3 clusters Score -2516040 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2516094.750000 Penalty: 4995.966309
	Iteration 16Q: 3 clusters Score -2516095 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2516151.000000 Penalty: 4995.966309
	Iteration 17Q: 3 clusters Score -2516151 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2516187.750000 Penalty: 4995.966309
	Iteration 18Q: 3 clusters Score -2516188 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2516254.000000 Penalty: 4995.966309
	Iteration 19Q: 3 clusters Score -2516254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2516313.750000 Penalty: 4995.966309
	Iteration 20F: 3 clusters Score -2516314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2516356.000000 Penalty: 4995.966309
	Iteration 21Q: 3 clusters Score -2516356 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2516411.500000 Penalty: 4995.966309
	Iteration 22Q: 3 clusters Score -2516412 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2516447.750000 Penalty: 4995.966309
	Iteration 23Q: 3 clusters Score -2516448 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2516481.250000 Penalty: 4995.966309
	Iteration 24Q: 3 clusters Score -2516481 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2516527.000000 Penalty: 4995.966309
	Iteration 25Q: 3 clusters Score -2516527 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2516568.000000 Penalty: 4995.966309
	Iteration 26Q: 3 clusters Score -2516568 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2516603.500000 Penalty: 4995.966309
	Iteration 27Q: 3 clusters Score -2516604 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2516634.750000 Penalty: 4995.966309
	Iteration 28Q: 3 clusters Score -2516635 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2516665.750000 Penalty: 4995.966309
	Iteration 29Q: 3 clusters Score -2516666 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2516696.000000 Penalty: 4995.966309
	Iteration 30Q: 3 clusters Score -2516696 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2516723.000000 Penalty: 4995.966309
	Iteration 31Q: 3 clusters Score -2516723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2516757.750000 Penalty: 4995.966309
	Iteration 32Q: 3 clusters Score -2516758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2516779.250000 Penalty: 4995.966309
	Iteration 33Q: 3 clusters Score -2516779 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2516791.250000 Penalty: 4995.966309
	Iteration 34Q: 3 clusters Score -2516791 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2516820.500000 Penalty: 4995.966309
	Iteration 35Q: 3 clusters Score -2516820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2516835.750000 Penalty: 4995.966309
	Iteration 36Q: 3 clusters Score -2516836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2516859.500000 Penalty: 4995.966309
	Iteration 37Q: 3 clusters Score -2516860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2516875.750000 Penalty: 4995.966309
	Iteration 38Q: 3 clusters Score -2516876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2516888.000000 Penalty: 4995.966309
	Iteration 39Q: 3 clusters Score -2516888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2516900.750000 Penalty: 4995.966309
	Iteration 40F: 3 clusters Score -2516901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2516912.750000 Penalty: 4995.966309
	Iteration 41Q: 3 clusters Score -2516913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2516927.500000 Penalty: 4995.966309
	Iteration 42Q: 3 clusters Score -2516928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2516941.500000 Penalty: 4995.966309
	Iteration 43Q: 3 clusters Score -2516942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2516945.000000 Penalty: 4995.966309
	Iteration 44Q: 3 clusters Score -2516945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2516953.750000 Penalty: 4995.966309
	Iteration 45Q: 3 clusters Score -2516954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2516957.250000 Penalty: 4995.966309
	Iteration 46Q: 3 clusters Score -2516957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2516959.250000 Penalty: 4995.966309
	Iteration 47Q: 3 clusters Score -2516959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2516965.000000 Penalty: 4995.966309
	Iteration 48Q: 3 clusters Score -2516965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2516975.250000 Penalty: 4995.966309
	Iteration 49Q: 3 clusters Score -2516975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2516981.000000 Penalty: 4995.966309
	Iteration 50Q: 3 clusters Score -2516981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2516986.750000 Penalty: 4995.966309
	Iteration 51Q: 3 clusters Score -2516987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -2516989.500000 Penalty: 4995.966309
	Iteration 52Q: 3 clusters Score -2516990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2516989.750000 Penalty: 4995.966309
	Iteration 53Q: 3 clusters Score -2516990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2517000.250000 Penalty: 4995.966309
	Iteration 54Q: 3 clusters Score -2517000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2517003.500000 Penalty: 4995.966309
	Iteration 55Q: 3 clusters Score -2517004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2517012.750000 Penalty: 4995.966309
	Iteration 56Q: 3 clusters Score -2517013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2517010.000000 Penalty: 4995.966309
	Iteration 57Q: 3 clusters Score -2517010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2517014.500000 Penalty: 4995.966309
	Iteration 58Q: 3 clusters Score -2517014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2517017.000000 Penalty: 4995.966309
	Iteration 59Q: 3 clusters Score -2517017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2517012.750000 Penalty: 4995.966309
	Iteration 60F: 3 clusters Score -2517013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2517016.250000 Penalty: 4995.966309
	Iteration 61Q: 3 clusters Score -2517016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2517013.250000 Penalty: 4995.966309
	Iteration 62Q: 3 clusters Score -2517013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2517014.750000 Penalty: 4995.966309
	Iteration 63Q: 3 clusters Score -2517015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2517012.000000 Penalty: 4995.966309
	Iteration 64Q: 3 clusters Score -2517012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2517020.250000 Penalty: 4995.966309
	Iteration 65Q: 3 clusters Score -2517020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2517020.500000 Penalty: 4995.966309
	Iteration 66Q: 3 clusters Score -2517020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2517021.250000 Penalty: 4995.966309
	Iteration 67Q: 3 clusters Score -2517021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2517022.250000 Penalty: 4995.966309
	Iteration 68Q: 3 clusters Score -2517022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2517022.250000 Penalty: 4995.966309
	Iteration 69F: 3 clusters Score -2517022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Entering Unmasked Estep 
Score: -3020938.500000 Penalty: 2542.196777
	Iteration 0F: 2 clusters Score -3020938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3001430.750000 Penalty: 5084.393555
	Iteration 0F: 3 clusters Score -3001431 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3008437.750000 Penalty: 5084.393555
	Iteration 1F: 3 clusters Score -3008438 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -3008825.500000 Penalty: 5084.393555
	Iteration 2Q: 3 clusters Score -3008826 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3009209.000000 Penalty: 5084.393555
	Iteration 3Q: 3 clusters Score -3009209 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -3009584.000000 Penalty: 5084.393555
	Iteration 4Q: 3 clusters Score -3009584 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3009948.750000 Penalty: 5084.393555
	Iteration 5Q: 3 clusters Score -3009949 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3010320.000000 Penalty: 5084.393555
	Iteration 6Q: 3 clusters Score -3010320 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3010732.500000 Penalty: 5084.393555
	Iteration 7Q: 3 clusters Score -3010732 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3011228.250000 Penalty: 5084.393555
	Iteration 8Q: 3 clusters Score -3011228 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3011792.250000 Penalty: 5084.393555
	Iteration 9Q: 3 clusters Score -3011792 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3012501.500000 Penalty: 5084.393555
	Iteration 10Q: 3 clusters Score -3012502 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3013311.250000 Penalty: 5084.393555
	Iteration 11Q: 3 clusters Score -3013311 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3014209.000000 Penalty: 5084.393555
	Iteration 12Q: 3 clusters Score -3014209 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3014890.250000 Penalty: 5084.393555
	Iteration 13Q: 3 clusters Score -3014890 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3015333.000000 Penalty: 5084.393555
	Iteration 14Q: 3 clusters Score -3015333 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3015565.000000 Penalty: 5084.393555
	Iteration 15Q: 3 clusters Score -3015565 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3015698.500000 Penalty: 5084.393555
	Iteration 16Q: 3 clusters Score -3015698 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -3015773.750000 Penalty: 5084.393555
	Iteration 17Q: 3 clusters Score -3015774 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3015836.000000 Penalty: 5084.393555
	Iteration 18Q: 3 clusters Score -3015836 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3015896.250000 Penalty: 5084.393555
	Iteration 19Q: 3 clusters Score -3015896 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3015942.000000 Penalty: 5084.393555
	Iteration 20F: 3 clusters Score -3015942 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3015998.000000 Penalty: 5084.393555
	Iteration 21Q: 3 clusters Score -3015998 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3016057.250000 Penalty: 5084.393555
	Iteration 22Q: 3 clusters Score -3016057 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3016092.750000 Penalty: 5084.393555
	Iteration 23Q: 3 clusters Score -3016093 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3016118.000000 Penalty: 5084.393555
	Iteration 24Q: 3 clusters Score -3016118 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3016142.250000 Penalty: 5084.393555
	Iteration 25Q: 3 clusters Score -3016142 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3016169.250000 Penalty: 5084.393555
	Iteration 26Q: 3 clusters Score -3016169 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3016187.750000 Penalty: 5084.393555
	Iteration 27Q: 3 clusters Score -3016188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3016209.500000 Penalty: 5084.393555
	Iteration 28Q: 3 clusters Score -3016210 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3016227.750000 Penalty: 5084.393555
	Iteration 29Q: 3 clusters Score -3016228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3016238.500000 Penalty: 5084.393555
	Iteration 30Q: 3 clusters Score -3016238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3016250.500000 Penalty: 5084.393555
	Iteration 31Q: 3 clusters Score -3016250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3016263.500000 Penalty: 5084.393555
	Iteration 32Q: 3 clusters Score -3016264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3016271.000000 Penalty: 5084.393555
	Iteration 33Q: 3 clusters Score -3016271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3016267.750000 Penalty: 5084.393555
	Iteration 34Q: 3 clusters Score -3016268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3016289.250000 Penalty: 5084.393555
	Iteration 35Q: 3 clusters Score -3016289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3016302.250000 Penalty: 5084.393555
	Iteration 36Q: 3 clusters Score -3016302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3016313.750000 Penalty: 5084.393555
	Iteration 37Q: 3 clusters Score -3016314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3016318.500000 Penalty: 5084.393555
	Iteration 38Q: 3 clusters Score -3016318 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3016326.250000 Penalty: 5084.393555
	Iteration 39Q: 3 clusters Score -3016326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -3016340.750000 Penalty: 5084.393555
	Iteration 40F: 3 clusters Score -3016341 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3016335.750000 Penalty: 5084.393555
	Iteration 41Q: 3 clusters Score -3016336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3016341.500000 Penalty: 5084.393555
	Iteration 42Q: 3 clusters Score -3016342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10171 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 18111 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3016515 nChanged 84
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Mstep: Class 2 contains 10187 members 
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	Iteration 111Q: 3 clusters Score -3016661 nChanged 8
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	Iteration 113Q: 3 clusters Score -3016660 nChanged 8
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	Iteration 116Q: 3 clusters Score -3016663 nChanged 9
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	Iteration 117Q: 3 clusters Score -3016661 nChanged 9
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	Iteration 120F: 3 clusters Score -3016657 nChanged 15
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	Iteration 121Q: 3 clusters Score -3016656 nChanged 22
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	Iteration 123Q: 3 clusters Score -3016668 nChanged 13
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	Iteration 124Q: 3 clusters Score -3016672 nChanged 12
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	Iteration 125Q: 3 clusters Score -3016678 nChanged 10
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	Iteration 126Q: 3 clusters Score -3016676 nChanged 6
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	Iteration 127Q: 3 clusters Score -3016678 nChanged 6
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	Iteration 128Q: 3 clusters Score -3016672 nChanged 4
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	Iteration 129Q: 3 clusters Score -3016675 nChanged 3
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	Iteration 130Q: 3 clusters Score -3016672 nChanged 2
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	Iteration 131Q: 3 clusters Score -3016675 nChanged 3
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	Iteration 132Q: 3 clusters Score -3016674 nChanged 2
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	Iteration 133Q: 3 clusters Score -3016673 nChanged 1
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	Iteration 134Q: 3 clusters Score -3016672 nChanged 1
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	Iteration 135Q: 3 clusters Score -3016672 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3016672.000000 Penalty: 5084.393555
	Iteration 136Q: 3 clusters Score -3016672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3016669.750000 Penalty: 5084.393555
	Iteration 137Q: 3 clusters Score -3016670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3016670.500000 Penalty: 5084.393555
	Iteration 138Q: 3 clusters Score -3016670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3016666.750000 Penalty: 5084.393555
	Iteration 139Q: 3 clusters Score -3016667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3016666.250000 Penalty: 5084.393555
	Iteration 140F: 3 clusters Score -3016666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3016662.750000 Penalty: 5084.393555
	Iteration 141Q: 3 clusters Score -3016663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3016665.000000 Penalty: 5084.393555
	Iteration 142Q: 3 clusters Score -3016665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3016665.000000 Penalty: 5084.393555
	Iteration 143F: 3 clusters Score -3016665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Entering Unmasked Estep 
Score: -2243458.500000 Penalty: 2468.223877
	Iteration 0F: 2 clusters Score -2243458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2228727.000000 Penalty: 4936.447754
	Iteration 0F: 3 clusters Score -2228727 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2233557.250000 Penalty: 4936.447754
	Iteration 1F: 3 clusters Score -2233557 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2233877.000000 Penalty: 4936.447754
	Iteration 2Q: 3 clusters Score -2233877 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2234136.500000 Penalty: 4936.447754
	Iteration 3Q: 3 clusters Score -2234136 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2234334.000000 Penalty: 4936.447754
	Iteration 4Q: 3 clusters Score -2234334 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2234526.750000 Penalty: 4936.447754
	Iteration 5Q: 3 clusters Score -2234527 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2234708.000000 Penalty: 4936.447754
	Iteration 6Q: 3 clusters Score -2234708 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2234866.250000 Penalty: 4936.447754
	Iteration 7Q: 3 clusters Score -2234866 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2235042.250000 Penalty: 4936.447754
	Iteration 8Q: 3 clusters Score -2235042 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2235255.250000 Penalty: 4936.447754
	Iteration 9Q: 3 clusters Score -2235255 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2235508.000000 Penalty: 4936.447754
	Iteration 10Q: 3 clusters Score -2235508 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2235848.250000 Penalty: 4936.447754
	Iteration 11Q: 3 clusters Score -2235848 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2236277.250000 Penalty: 4936.447754
	Iteration 12Q: 3 clusters Score -2236277 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2236790.750000 Penalty: 4936.447754
	Iteration 13Q: 3 clusters Score -2236791 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2237390.000000 Penalty: 4936.447754
	Iteration 14Q: 3 clusters Score -2237390 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2238025.750000 Penalty: 4936.447754
	Iteration 15Q: 3 clusters Score -2238026 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2238595.500000 Penalty: 4936.447754
	Iteration 16Q: 3 clusters Score -2238596 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2238965.500000 Penalty: 4936.447754
	Iteration 17Q: 3 clusters Score -2238966 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2239157.500000 Penalty: 4936.447754
	Iteration 18Q: 3 clusters Score -2239158 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2239304.500000 Penalty: 4936.447754
	Iteration 19Q: 3 clusters Score -2239304 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2239409.750000 Penalty: 4936.447754
	Iteration 20F: 3 clusters Score -2239410 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2239512.750000 Penalty: 4936.447754
	Iteration 21Q: 3 clusters Score -2239513 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2239587.500000 Penalty: 4936.447754
	Iteration 22Q: 3 clusters Score -2239588 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2239655.250000 Penalty: 4936.447754
	Iteration 23Q: 3 clusters Score -2239655 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2239714.250000 Penalty: 4936.447754
	Iteration 24Q: 3 clusters Score -2239714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2239765.500000 Penalty: 4936.447754
	Iteration 25Q: 3 clusters Score -2239766 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2239807.750000 Penalty: 4936.447754
	Iteration 26Q: 3 clusters Score -2239808 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2239863.250000 Penalty: 4936.447754
	Iteration 27Q: 3 clusters Score -2239863 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -2239939.000000 Penalty: 4936.447754
	Iteration 28Q: 3 clusters Score -2239939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2240003.500000 Penalty: 4936.447754
	Iteration 29Q: 3 clusters Score -2240004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2240065.750000 Penalty: 4936.447754
	Iteration 30Q: 3 clusters Score -2240066 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2240130.250000 Penalty: 4936.447754
	Iteration 31Q: 3 clusters Score -2240130 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2240190.750000 Penalty: 4936.447754
	Iteration 32Q: 3 clusters Score -2240191 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2240239.250000 Penalty: 4936.447754
	Iteration 33Q: 3 clusters Score -2240239 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2240283.500000 Penalty: 4936.447754
	Iteration 34Q: 3 clusters Score -2240284 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2240319.250000 Penalty: 4936.447754
	Iteration 35Q: 3 clusters Score -2240319 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2240349.500000 Penalty: 4936.447754
	Iteration 36Q: 3 clusters Score -2240350 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2240384.750000 Penalty: 4936.447754
	Iteration 37Q: 3 clusters Score -2240385 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2240419.500000 Penalty: 4936.447754
	Iteration 38Q: 3 clusters Score -2240420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2240450.750000 Penalty: 4936.447754
	Iteration 39Q: 3 clusters Score -2240451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2240483.750000 Penalty: 4936.447754
	Iteration 40F: 3 clusters Score -2240484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2240515.750000 Penalty: 4936.447754
	Iteration 41Q: 3 clusters Score -2240516 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2240551.250000 Penalty: 4936.447754
	Iteration 42Q: 3 clusters Score -2240551 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2240591.500000 Penalty: 4936.447754
	Iteration 43Q: 3 clusters Score -2240592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2240614.250000 Penalty: 4936.447754
	Iteration 44Q: 3 clusters Score -2240614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2240644.500000 Penalty: 4936.447754
	Iteration 45Q: 3 clusters Score -2240644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2240674.500000 Penalty: 4936.447754
	Iteration 46Q: 3 clusters Score -2240674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2240693.500000 Penalty: 4936.447754
	Iteration 47Q: 3 clusters Score -2240694 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2240714.750000 Penalty: 4936.447754
	Iteration 48Q: 3 clusters Score -2240715 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2240726.250000 Penalty: 4936.447754
	Iteration 49Q: 3 clusters Score -2240726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2240745.250000 Penalty: 4936.447754
	Iteration 50Q: 3 clusters Score -2240745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2240755.500000 Penalty: 4936.447754
	Iteration 51Q: 3 clusters Score -2240756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2240776.250000 Penalty: 4936.447754
	Iteration 52Q: 3 clusters Score -2240776 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2240797.750000 Penalty: 4936.447754
	Iteration 53Q: 3 clusters Score -2240798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2240818.250000 Penalty: 4936.447754
	Iteration 54Q: 3 clusters Score -2240818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2240845.000000 Penalty: 4936.447754
	Iteration 55Q: 3 clusters Score -2240845 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2240862.500000 Penalty: 4936.447754
	Iteration 56Q: 3 clusters Score -2240862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2240881.250000 Penalty: 4936.447754
	Iteration 57Q: 3 clusters Score -2240881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2240881.250000 Penalty: 4936.447754
	Iteration 58Q: 3 clusters Score -2240881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2240892.000000 Penalty: 4936.447754
	Iteration 59Q: 3 clusters Score -2240892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2240906.000000 Penalty: 4936.447754
	Iteration 60F: 3 clusters Score -2240906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2240919.000000 Penalty: 4936.447754
	Iteration 61Q: 3 clusters Score -2240919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2240927.250000 Penalty: 4936.447754
	Iteration 62Q: 3 clusters Score -2240927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2240941.000000 Penalty: 4936.447754
	Iteration 63Q: 3 clusters Score -2240941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2240957.750000 Penalty: 4936.447754
	Iteration 64Q: 3 clusters Score -2240958 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2240966.000000 Penalty: 4936.447754
	Iteration 65Q: 3 clusters Score -2240966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2240981.750000 Penalty: 4936.447754
	Iteration 66Q: 3 clusters Score -2240982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2240990.500000 Penalty: 4936.447754
	Iteration 67Q: 3 clusters Score -2240990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2240998.500000 Penalty: 4936.447754
	Iteration 68Q: 3 clusters Score -2240998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2241013.500000 Penalty: 4936.447754
	Iteration 69Q: 3 clusters Score -2241014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2241024.500000 Penalty: 4936.447754
	Iteration 70Q: 3 clusters Score -2241024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2241041.500000 Penalty: 4936.447754
	Iteration 71Q: 3 clusters Score -2241042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2241050.750000 Penalty: 4936.447754
	Iteration 72Q: 3 clusters Score -2241051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2241055.500000 Penalty: 4936.447754
	Iteration 73Q: 3 clusters Score -2241056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2241063.250000 Penalty: 4936.447754
	Iteration 74Q: 3 clusters Score -2241063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2241068.000000 Penalty: 4936.447754
	Iteration 75Q: 3 clusters Score -2241068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2241082.750000 Penalty: 4936.447754
	Iteration 76Q: 3 clusters Score -2241083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2241090.500000 Penalty: 4936.447754
	Iteration 77Q: 3 clusters Score -2241090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2241094.250000 Penalty: 4936.447754
	Iteration 78Q: 3 clusters Score -2241094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2241100.250000 Penalty: 4936.447754
	Iteration 79Q: 3 clusters Score -2241100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2241101.000000 Penalty: 4936.447754
	Iteration 80F: 3 clusters Score -2241101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2241111.000000 Penalty: 4936.447754
	Iteration 81Q: 3 clusters Score -2241111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2241129.000000 Penalty: 4936.447754
	Iteration 82Q: 3 clusters Score -2241129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2241132.000000 Penalty: 4936.447754
	Iteration 83Q: 3 clusters Score -2241132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2241132.000000 Penalty: 4936.447754
	Iteration 84Q: 3 clusters Score -2241132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -2241139.250000 Penalty: 4936.447754
	Iteration 85Q: 3 clusters Score -2241139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2241144.750000 Penalty: 4936.447754
	Iteration 86Q: 3 clusters Score -2241145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2241147.750000 Penalty: 4936.447754
	Iteration 87Q: 3 clusters Score -2241148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2241144.750000 Penalty: 4936.447754
	Iteration 88Q: 3 clusters Score -2241145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2241149.000000 Penalty: 4936.447754
	Iteration 89Q: 3 clusters Score -2241149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2241152.750000 Penalty: 4936.447754
	Iteration 90Q: 3 clusters Score -2241153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2241156.250000 Penalty: 4936.447754
	Iteration 91Q: 3 clusters Score -2241156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2241157.500000 Penalty: 4936.447754
	Iteration 92Q: 3 clusters Score -2241158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2241160.000000 Penalty: 4936.447754
	Iteration 93Q: 3 clusters Score -2241160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2241164.250000 Penalty: 4936.447754
	Iteration 94Q: 3 clusters Score -2241164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2241165.500000 Penalty: 4936.447754
	Iteration 95Q: 3 clusters Score -2241166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2241169.250000 Penalty: 4936.447754
	Iteration 96Q: 3 clusters Score -2241169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2241173.000000 Penalty: 4936.447754
	Iteration 97Q: 3 clusters Score -2241173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2241172.500000 Penalty: 4936.447754
	Iteration 98Q: 3 clusters Score -2241172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2241180.000000 Penalty: 4936.447754
	Iteration 99Q: 3 clusters Score -2241180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2241182.250000 Penalty: 4936.447754
	Iteration 100F: 3 clusters Score -2241182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2241191.750000 Penalty: 4936.447754
	Iteration 101Q: 3 clusters Score -2241192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2241190.250000 Penalty: 4936.447754
	Iteration 102Q: 3 clusters Score -2241190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2241196.000000 Penalty: 4936.447754
	Iteration 103Q: 3 clusters Score -2241196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2241200.750000 Penalty: 4936.447754
	Iteration 104Q: 3 clusters Score -2241201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2241201.250000 Penalty: 4936.447754
	Iteration 105Q: 3 clusters Score -2241201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2241203.750000 Penalty: 4936.447754
	Iteration 106Q: 3 clusters Score -2241204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2241210.500000 Penalty: 4936.447754
	Iteration 107Q: 3 clusters Score -2241210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2241213.250000 Penalty: 4936.447754
	Iteration 108Q: 3 clusters Score -2241213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2241218.750000 Penalty: 4936.447754
	Iteration 109Q: 3 clusters Score -2241219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2241218.250000 Penalty: 4936.447754
	Iteration 110Q: 3 clusters Score -2241218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2241218.750000 Penalty: 4936.447754
	Iteration 111Q: 3 clusters Score -2241219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2241224.250000 Penalty: 4936.447754
	Iteration 112Q: 3 clusters Score -2241224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2241227.500000 Penalty: 4936.447754
	Iteration 113Q: 3 clusters Score -2241228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2241232.750000 Penalty: 4936.447754
	Iteration 114Q: 3 clusters Score -2241233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2241241.750000 Penalty: 4936.447754
	Iteration 115Q: 3 clusters Score -2241242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2241250.750000 Penalty: 4936.447754
	Iteration 116Q: 3 clusters Score -2241251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2241251.750000 Penalty: 4936.447754
	Iteration 117Q: 3 clusters Score -2241252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2241256.000000 Penalty: 4936.447754
	Iteration 118Q: 3 clusters Score -2241256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2241260.500000 Penalty: 4936.447754
	Iteration 119Q: 3 clusters Score -2241260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2241263.250000 Penalty: 4936.447754
	Iteration 120F: 3 clusters Score -2241263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2241268.250000 Penalty: 4936.447754
	Iteration 121Q: 3 clusters Score -2241268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2241269.500000 Penalty: 4936.447754
	Iteration 122Q: 3 clusters Score -2241270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2241275.250000 Penalty: 4936.447754
	Iteration 123Q: 3 clusters Score -2241275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2241278.750000 Penalty: 4936.447754
	Iteration 124Q: 3 clusters Score -2241279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2241277.500000 Penalty: 4936.447754
	Iteration 125Q: 3 clusters Score -2241278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2241279.500000 Penalty: 4936.447754
	Iteration 126Q: 3 clusters Score -2241280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2241282.250000 Penalty: 4936.447754
	Iteration 127Q: 3 clusters Score -2241282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2241279.250000 Penalty: 4936.447754
	Iteration 128Q: 3 clusters Score -2241279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2241279.750000 Penalty: 4936.447754
	Iteration 129Q: 3 clusters Score -2241280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2241280.250000 Penalty: 4936.447754
	Iteration 130Q: 3 clusters Score -2241280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2241279.750000 Penalty: 4936.447754
	Iteration 131Q: 3 clusters Score -2241280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2241279.250000 Penalty: 4936.447754
	Iteration 132Q: 3 clusters Score -2241279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2241280.000000 Penalty: 4936.447754
	Iteration 133Q: 3 clusters Score -2241280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2241280.000000 Penalty: 4936.447754
	Iteration 134F: 3 clusters Score -2241280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (229055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229055 members 
Entering Unmasked Estep 
Score: -23948956.000000 Penalty: 3060.746094
	Iteration 0F: 2 clusters Score -2.394896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 114498 members 
Entering Unmasked Estep 
Score: -23811182.000000 Penalty: 6121.492188
	Iteration 0F: 3 clusters Score -2.381118e+07 nChanged 110550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 113072 members 
Entering Unmasked Estep 
Score: -23875446.000000 Penalty: 6121.492188
	Iteration 1F: 3 clusters Score -2.387545e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117056 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -23876192.000000 Penalty: 6121.492188
	Iteration 2Q: 3 clusters Score -2.387619e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118599 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -23876964.000000 Penalty: 6121.492188
	Iteration 3Q: 3 clusters Score -2.387696e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120788 members 
Mstep: Class 2 contains 108267 members 
Entering Unmasked Estep 
Score: -23877960.000000 Penalty: 6121.492188
	Iteration 4Q: 3 clusters Score -2.387796e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123960 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -23878890.000000 Penalty: 6121.492188
	Iteration 5Q: 3 clusters Score -2.387889e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128648 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -23880698.000000 Penalty: 6121.492188
	Iteration 6Q: 3 clusters Score -2.38807e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135255 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -23883346.000000 Penalty: 6121.492188
	Iteration 7Q: 3 clusters Score -2.388335e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144083 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -23887432.000000 Penalty: 6121.492188
	Iteration 8Q: 3 clusters Score -2.388743e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -23893820.000000 Penalty: 6121.492188
	Iteration 9F: 3 clusters Score -2.389382e+07 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168552 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -23903094.000000 Penalty: 6121.492188
	Iteration 10F: 3 clusters Score -2.390309e+07 nChanged 14613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182015 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -23914326.000000 Penalty: 6121.492188
	Iteration 11F: 3 clusters Score -2.391433e+07 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193291 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -23924782.000000 Penalty: 6121.492188
	Iteration 12F: 3 clusters Score -2.392478e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201269 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -23932364.000000 Penalty: 6121.492188
	Iteration 13Q: 3 clusters Score -2.393236e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206405 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -23935424.000000 Penalty: 6121.492188
	Iteration 14Q: 3 clusters Score -2.393542e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209609 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -23937230.000000 Penalty: 6121.492188
	Iteration 15Q: 3 clusters Score -2.393723e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212000 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -23938066.000000 Penalty: 6121.492188
	Iteration 16Q: 3 clusters Score -2.393807e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213996 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -23938942.000000 Penalty: 6121.492188
	Iteration 17Q: 3 clusters Score -2.393894e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215766 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -23939624.000000 Penalty: 6121.492188
	Iteration 18Q: 3 clusters Score -2.393962e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217412 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -23940194.000000 Penalty: 6121.492188
	Iteration 19Q: 3 clusters Score -2.394019e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218880 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -23940828.000000 Penalty: 6121.492188
	Iteration 20F: 3 clusters Score -2.394083e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220198 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -23941450.000000 Penalty: 6121.492188
	Iteration 21Q: 3 clusters Score -2.394145e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221339 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -23941858.000000 Penalty: 6121.492188
	Iteration 22Q: 3 clusters Score -2.394186e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222306 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -23942328.000000 Penalty: 6121.492188
	Iteration 23Q: 3 clusters Score -2.394233e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223186 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -23942758.000000 Penalty: 6121.492188
	Iteration 24Q: 3 clusters Score -2.394276e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223972 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -23943222.000000 Penalty: 6121.492188
	Iteration 25Q: 3 clusters Score -2.394322e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224698 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -23943602.000000 Penalty: 6121.492188
	Iteration 26Q: 3 clusters Score -2.39436e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225316 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -23943958.000000 Penalty: 6121.492188
	Iteration 27Q: 3 clusters Score -2.394396e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225839 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -23944244.000000 Penalty: 6121.492188
	Iteration 28Q: 3 clusters Score -2.394424e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226295 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -23944536.000000 Penalty: 6121.492188
	Iteration 29Q: 3 clusters Score -2.394454e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226723 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -23944850.000000 Penalty: 6121.492188
	Iteration 30Q: 3 clusters Score -2.394485e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227097 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -23945134.000000 Penalty: 6121.492188
	Iteration 31Q: 3 clusters Score -2.394513e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227427 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23945328.000000 Penalty: 6121.492188
	Iteration 32Q: 3 clusters Score -2.394533e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227687 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23945540.000000 Penalty: 6121.492188
	Iteration 33Q: 3 clusters Score -2.394554e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227873 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23945670.000000 Penalty: 6121.492188
	Iteration 34Q: 3 clusters Score -2.394567e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228021 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -23945804.000000 Penalty: 6121.492188
	Iteration 35Q: 3 clusters Score -2.39458e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228116 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -23945868.000000 Penalty: 6121.492188
	Iteration 36Q: 3 clusters Score -2.394587e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228197 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -23945934.000000 Penalty: 6121.492188
	Iteration 37Q: 3 clusters Score -2.394593e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228246 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -23945998.000000 Penalty: 6121.492188
	Iteration 38Q: 3 clusters Score -2.3946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228295 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -23946040.000000 Penalty: 6121.492188
	Iteration 39Q: 3 clusters Score -2.394604e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228332 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -23946056.000000 Penalty: 6121.492188
	Iteration 40F: 3 clusters Score -2.394606e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228359 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -23946070.000000 Penalty: 6121.492188
	Iteration 41Q: 3 clusters Score -2.394607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228378 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23946058.000000 Penalty: 6121.492188
	Iteration 42Q: 3 clusters Score -2.394606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228392 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -23946056.000000 Penalty: 6121.492188
	Iteration 43Q: 3 clusters Score -2.394606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228409 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -23946062.000000 Penalty: 6121.492188
	Iteration 44Q: 3 clusters Score -2.394606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228418 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -23946076.000000 Penalty: 6121.492188
	Iteration 45Q: 3 clusters Score -2.394608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228428 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -23946092.000000 Penalty: 6121.492188
	Iteration 46Q: 3 clusters Score -2.394609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228437 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -23946104.000000 Penalty: 6121.492188
	Iteration 47Q: 3 clusters Score -2.39461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228444 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -23946126.000000 Penalty: 6121.492188
	Iteration 48Q: 3 clusters Score -2.394613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228448 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -23946136.000000 Penalty: 6121.492188
	Iteration 49Q: 3 clusters Score -2.394614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228449 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -23946134.000000 Penalty: 6121.492188
	Iteration 50Q: 3 clusters Score -2.394613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228449 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -23946134.000000 Penalty: 6121.492188
	Iteration 51F: 3 clusters Score -2.394613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Entering Unmasked Estep 
Score: -3284449.250000 Penalty: 2566.775879
	Iteration 0F: 2 clusters Score -3284449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3262990.250000 Penalty: 5133.551758
	Iteration 0F: 3 clusters Score -3262990 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3270922.750000 Penalty: 5133.551758
	Iteration 1F: 3 clusters Score -3270923 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3271554.000000 Penalty: 5133.551758
	Iteration 2Q: 3 clusters Score -3271554 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3272202.250000 Penalty: 5133.551758
	Iteration 3Q: 3 clusters Score -3272202 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3273025.750000 Penalty: 5133.551758
	Iteration 4Q: 3 clusters Score -3273026 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3274051.750000 Penalty: 5133.551758
	Iteration 5F: 3 clusters Score -3274052 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3275232.500000 Penalty: 5133.551758
	Iteration 6F: 3 clusters Score -3275232 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3276375.750000 Penalty: 5133.551758
	Iteration 7F: 3 clusters Score -3276376 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3277376.750000 Penalty: 5133.551758
	Iteration 8F: 3 clusters Score -3277377 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3278149.250000 Penalty: 5133.551758
	Iteration 9F: 3 clusters Score -3278149 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3278719.000000 Penalty: 5133.551758
	Iteration 10Q: 3 clusters Score -3278719 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3279138.250000 Penalty: 5133.551758
	Iteration 11Q: 3 clusters Score -3279138 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3279458.000000 Penalty: 5133.551758
	Iteration 12Q: 3 clusters Score -3279458 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3279690.250000 Penalty: 5133.551758
	Iteration 13Q: 3 clusters Score -3279690 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3279854.500000 Penalty: 5133.551758
	Iteration 14Q: 3 clusters Score -3279854 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3280005.000000 Penalty: 5133.551758
	Iteration 15Q: 3 clusters Score -3280005 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3280141.250000 Penalty: 5133.551758
	Iteration 16Q: 3 clusters Score -3280141 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3280332.000000 Penalty: 5133.551758
	Iteration 17Q: 3 clusters Score -3280332 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3280549.500000 Penalty: 5133.551758
	Iteration 18Q: 3 clusters Score -3280550 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3280814.500000 Penalty: 5133.551758
	Iteration 19Q: 3 clusters Score -3280814 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -3281084.750000 Penalty: 5133.551758
	Iteration 20F: 3 clusters Score -3281085 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3281353.500000 Penalty: 5133.551758
	Iteration 21Q: 3 clusters Score -3281354 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3281574.750000 Penalty: 5133.551758
	Iteration 22Q: 3 clusters Score -3281575 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3281797.250000 Penalty: 5133.551758
	Iteration 23Q: 3 clusters Score -3281797 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3282008.750000 Penalty: 5133.551758
	Iteration 24Q: 3 clusters Score -3282009 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3282202.750000 Penalty: 5133.551758
	Iteration 25Q: 3 clusters Score -3282203 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3282390.750000 Penalty: 5133.551758
	Iteration 26Q: 3 clusters Score -3282391 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3282531.250000 Penalty: 5133.551758
	Iteration 27Q: 3 clusters Score -3282531 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3282628.250000 Penalty: 5133.551758
	Iteration 28Q: 3 clusters Score -3282628 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3282714.500000 Penalty: 5133.551758
	Iteration 29Q: 3 clusters Score -3282714 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3282765.250000 Penalty: 5133.551758
	Iteration 30Q: 3 clusters Score -3282765 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -3282797.500000 Penalty: 5133.551758
	Iteration 31Q: 3 clusters Score -3282798 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3282816.500000 Penalty: 5133.551758
	Iteration 32Q: 3 clusters Score -3282816 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3282845.000000 Penalty: 5133.551758
	Iteration 33Q: 3 clusters Score -3282845 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3282857.000000 Penalty: 5133.551758
	Iteration 34Q: 3 clusters Score -3282857 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3282890.000000 Penalty: 5133.551758
	Iteration 35Q: 3 clusters Score -3282890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3282910.250000 Penalty: 5133.551758
	Iteration 36Q: 3 clusters Score -3282910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3282920.250000 Penalty: 5133.551758
	Iteration 37Q: 3 clusters Score -3282920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -3282933.500000 Penalty: 5133.551758
	Iteration 38Q: 3 clusters Score -3282934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3282922.250000 Penalty: 5133.551758
	Iteration 39Q: 3 clusters Score -3282922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3282926.000000 Penalty: 5133.551758
	Iteration 40F: 3 clusters Score -3282926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3282931.500000 Penalty: 5133.551758
	Iteration 41Q: 3 clusters Score -3282932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3282936.250000 Penalty: 5133.551758
	Iteration 42Q: 3 clusters Score -3282936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3282940.250000 Penalty: 5133.551758
	Iteration 43Q: 3 clusters Score -3282940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -3282947.250000 Penalty: 5133.551758
	Iteration 44Q: 3 clusters Score -3282947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3282946.500000 Penalty: 5133.551758
	Iteration 45Q: 3 clusters Score -3282946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3282954.250000 Penalty: 5133.551758
	Iteration 46Q: 3 clusters Score -3282954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -3282969.250000 Penalty: 5133.551758
	Iteration 47Q: 3 clusters Score -3282969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -3282974.750000 Penalty: 5133.551758
	Iteration 48Q: 3 clusters Score -3282975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3282973.750000 Penalty: 5133.551758
	Iteration 49Q: 3 clusters Score -3282974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3282973.750000 Penalty: 5133.551758
	Iteration 50Q: 3 clusters Score -3282974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3282981.250000 Penalty: 5133.551758
	Iteration 51Q: 3 clusters Score -3282981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3282981.000000 Penalty: 5133.551758
	Iteration 52Q: 3 clusters Score -3282981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3282978.000000 Penalty: 5133.551758
	Iteration 53Q: 3 clusters Score -3282978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3282979.000000 Penalty: 5133.551758
	Iteration 54Q: 3 clusters Score -3282979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3282985.250000 Penalty: 5133.551758
	Iteration 55Q: 3 clusters Score -3282985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3282982.750000 Penalty: 5133.551758
	Iteration 56Q: 3 clusters Score -3282983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3282984.250000 Penalty: 5133.551758
	Iteration 57Q: 3 clusters Score -3282984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3282986.500000 Penalty: 5133.551758
	Iteration 58Q: 3 clusters Score -3282986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3282983.500000 Penalty: 5133.551758
	Iteration 59Q: 3 clusters Score -3282984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3282983.500000 Penalty: 5133.551758
	Iteration 60F: 3 clusters Score -3282984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Entering Unmasked Estep 
Score: -518834.500000 Penalty: 2121.752197
	Iteration 0F: 2 clusters Score -518834.5 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 2616 members 
Entering Unmasked Estep 
Score: -514264.875000 Penalty: 4243.504395
	Iteration 0F: 3 clusters Score -514264.9 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -515473.843750 Penalty: 4243.504395
	Iteration 1F: 3 clusters Score -515473.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -515888.687500 Penalty: 4243.504395
	Iteration 2F: 3 clusters Score -515888.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -516195.906250 Penalty: 4243.504395
	Iteration 3F: 3 clusters Score -516195.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -516451.031250 Penalty: 4243.504395
	Iteration 4F: 3 clusters Score -516451 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -516672.437500 Penalty: 4243.504395
	Iteration 5F: 3 clusters Score -516672.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -516857.750000 Penalty: 4243.504395
	Iteration 6Q: 3 clusters Score -516857.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -517046.625000 Penalty: 4243.504395
	Iteration 7Q: 3 clusters Score -517046.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -517195.218750 Penalty: 4243.504395
	Iteration 8Q: 3 clusters Score -517195.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -517307.281250 Penalty: 4243.504395
	Iteration 9Q: 3 clusters Score -517307.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -517406.812500 Penalty: 4243.504395
	Iteration 10Q: 3 clusters Score -517406.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -517484.906250 Penalty: 4243.504395
	Iteration 11Q: 3 clusters Score -517484.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -517536.375000 Penalty: 4243.504395
	Iteration 12Q: 3 clusters Score -517536.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -517573.875000 Penalty: 4243.504395
	Iteration 13Q: 3 clusters Score -517573.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -517597.875000 Penalty: 4243.504395
	Iteration 14Q: 3 clusters Score -517597.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -517616.000000 Penalty: 4243.504395
	Iteration 15Q: 3 clusters Score -517616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -517623.375000 Penalty: 4243.504395
	Iteration 16Q: 3 clusters Score -517623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -517627.937500 Penalty: 4243.504395
	Iteration 17Q: 3 clusters Score -517627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -517630.906250 Penalty: 4243.504395
	Iteration 18Q: 3 clusters Score -517630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -517633.281250 Penalty: 4243.504395
	Iteration 19Q: 3 clusters Score -517633.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -517636.812500 Penalty: 4243.504395
	Iteration 20F: 3 clusters Score -517636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -517638.562500 Penalty: 4243.504395
	Iteration 21Q: 3 clusters Score -517638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -517641.250000 Penalty: 4243.504395
	Iteration 22Q: 3 clusters Score -517641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -517644.562500 Penalty: 4243.504395
	Iteration 23Q: 3 clusters Score -517644.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -517648.750000 Penalty: 4243.504395
	Iteration 24Q: 3 clusters Score -517648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -517650.281250 Penalty: 4243.504395
	Iteration 25Q: 3 clusters Score -517650.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -517650.562500 Penalty: 4243.504395
	Iteration 26Q: 3 clusters Score -517650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -517651.468750 Penalty: 4243.504395
	Iteration 27Q: 3 clusters Score -517651.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -517652.218750 Penalty: 4243.504395
	Iteration 28Q: 3 clusters Score -517652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -517651.218750 Penalty: 4243.504395
	Iteration 29Q: 3 clusters Score -517651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -517652.343750 Penalty: 4243.504395
	Iteration 30Q: 3 clusters Score -517652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -517653.343750 Penalty: 4243.504395
	Iteration 31Q: 3 clusters Score -517653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -517654.343750 Penalty: 4243.504395
	Iteration 32Q: 3 clusters Score -517654.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -517654.343750 Penalty: 4243.504395
	Iteration 33F: 3 clusters Score -517654.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -178739.593750 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -178739.6 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 1005 members 
Entering Unmasked Estep 
Score: -176251.078125 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -176251.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -177096.171875 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -177096.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -177435.000000 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -177435 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -177687.468750 Penalty: 3767.062744
	Iteration 3F: 3 clusters Score -177687.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -177881.953125 Penalty: 3767.062744
	Iteration 4F: 3 clusters Score -177882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -178065.218750 Penalty: 3767.062744
	Iteration 5F: 3 clusters Score -178065.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -178262.890625 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -178262.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -178554.125000 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -178554.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -179008.656250 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -179008.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -179394.156250 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -179394.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -179598.093750 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -179598.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -179743.734375 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -179743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -179785.828125 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -179785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -179802.656250 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -179802.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -179838.687500 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -179838.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -179869.750000 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -179869.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -179916.703125 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -179916.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -179957.953125 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -179958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -180005.109375 Penalty: 3767.062744
	Iteration 18Q: 3 clusters Score -180005.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -180024.625000 Penalty: 3767.062744
	Iteration 19Q: 3 clusters Score -180024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -180040.156250 Penalty: 3767.062744
	Iteration 20F: 3 clusters Score -180040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -180048.687500 Penalty: 3767.062744
	Iteration 21Q: 3 clusters Score -180048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -180050.171875 Penalty: 3767.062744
	Iteration 22Q: 3 clusters Score -180050.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -180050.171875 Penalty: 3767.062744
	Iteration 23F: 3 clusters Score -180050.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16131 members 
Mstep: Class 3 contains 47480 members 
Mstep: Class 4 contains 26739 members 
Mstep: Class 5 contains 778 members 
Mstep: Class 6 contains 206231 members 
Mstep: Class 7 contains 489 members 
Mstep: Class 8 contains 16959 members 
Mstep: Class 9 contains 23280 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 15 contains 28305 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 17 contains 229055 members 
Mstep: Class 18 contains 31254 members 
Mstep: Class 22 contains 5195 members 
Mstep: Class 23 contains 1499 members 
Entering Unmasked Estep 
Score: -70076272.000000 Penalty: 53300.515625
Splitting cluster 23 changes total score from -70076432.000000 to -70076272.000000
So it's not getting split.
--- Evaluating fit on full set of 2045601 points ---
Entering Unmasked Estep 
Score: -210351824.000000 Penalty: 54056.074219
25->16 Clusters: Score -210351824.000000, best is -210297936.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 48445 (time per=373.041190ms)
Iterations metric 2: 4299897438208.000000 (time per=4.202886ns)
Iterations metric 3: 129002966614016.000000 (time per=140.089650ps)

That took 18071.980469 seconds.
